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Pharmaceutical Solid Form
Screening, Characterization,
and Selection

Enhancing Drug Bioavailability and Solubility


Yuchuan Gong, Ph.D.
Boston, MA, Jan. 25, 2012
Outline
   1. Solid Forms
             Solid Forms
             Solid State Thermodynamics

   2. Impact of Solid Form
             Solubility/Dissolution
             Stability
             Morphology/Processing

   3. Solid Form Development
             Solid Form Screening
             Solid State Characterization
             Solid Form Selection

Pharmaceutical Solid Form Screening, Characterization, and Selection            2
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Outline
   1. Solid Forms
             Solid Forms
             Solid State Thermodynamics

   2. Impact of Solid Form
       Solubility/Dissolution
       Stability
       Morphology/Processing

   3. Solid Form Development
             Solid Form Screening
             Solid State Characterization
             Solid Form Selection
Pharmaceutical Solid Form Screening, Characterization, and Selection            3
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Why Solid?
 Solid is more stable than its liquid counterpart

 API’s are usually manufactured, transported, and stored as solid

 Most drugs are marketed in solid dosage forms
               Common Dosage Forms                                              Phase of API in Drug
                        Tablet                                                          solid
                       Capsule                                                      solid, liquid
                   Powder, granule                                                      solid
                 Ointment, cream, gel                                                   solid
                     Transdermal                                                        solid
                     Suppository                                                        solid
                       Solution                                                        liquid
                       Disperse                                                     solid, liquid

Pharmaceutical Solid Form Screening, Characterization, and Selection            4
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Types of Solid Forms
                                                                                    Solid
                                                  long range order                               short range order

                       Crystalline                                        Liquid Crystalline                         Amorphous
                 single                        multiple
               component                     components

                                                                     ionic           non-ionic

Polymorphs
                                                         Salt                   +   Molecular Adducts


                                                                 Solvate/Hydrate                      Co-crystal


Pharmaceutical Solid Form Screening, Characterization, and Selection                 5
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Forms (Polymorphs)
Polymorphs:
                    crystalline forms with the same chemical composition        but
                    different internal structures (packing, conformation, etc.)

     Packing:



     Conformational:
                                                                                             H-Bonding

                                                       O                            OH

     Tautomeric:
                                                              NH                         N




 More than 80% of the pharmaceutical solids exhibit polymorphs
Pharmaceutical Solid Form Screening, Characterization, and Selection            6
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Forms (Polymorphs)

                                                                                              metastable
The thermodynamically most stable form of a
pharmaceutical solid is less soluble, but more stable

A metastable polymorph is more soluble, but less                                     stable
stable


                                  Ritonavir

The thermodynamically most stable form of a pharmaceutical solid is normally
preferred on account of its greatest stability

A metastable polymorph is sometimes developed, when it can provide an
acceptable balance between processability and stability

 Pharmaceutical Solid Form Screening, Characterization, and Selection            7
 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Forms (Solvates/Hydrates)
Solvates / Hydrates
     Molecular adducts that incorporate solvent molecules in their crystal lattices;
     Solvent is water                                                           Hydrates
     Solvent is other solvents                                                  Solvates




                           Non-solvated                                                    Solvate




Pharmaceutical Solid Form Screening, Characterization, and Selection                8
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Forms (Solvates)
Common organic solvents in solvates
     Methanol, ethanol, 1-propanol, IPA, 1-butanol,                                 hexane, cyclohexane,
     acetone, MEK,                                                                  benzene, toluene,
     acetonitrile,                                                                  ethyl acetate,
     diethyl ether, THF, dioxane,                                                   dichloromethane
     acetic acid                                                                    dimethylformamide …


Solvates are not acceptable for API (except ethanol solvate)

Solvate is the most stable form in the particular solvent
     Knowing if a solvate can form in a particular solvent is essential to processing.
     Solvate formation can be used for purification
     Solvate may be used to prepare a desolvated solid form


Pharmaceutical Solid Form Screening, Characterization, and Selection            9
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Forms (Hydrates)
Organic compounds frequently form hydrates in presence of water due to
       Small molecular size of water
       The multidirectional hydrogen bonding capability of water

 Distribution of stoichiometry of hydrates among 6000 non-organometallic
    compounds (3.8% of all) in Cambridge Crystallographic Database
                                             3000
                      Number of Occurences




                                             2500
                                             2000

                                             1500
                                             1000
                                              500
                                                0
                                                    0.5   1         2           3   4        5   6   7   8   9
                                                                           Hydration Number
Pharmaceutical Solid Form Screening, Characterization, and Selection                    10
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Forms (Hydrates)
 Hydrate is the most stable solid form in water,
            least soluble form in GI environment


  Non-hydrous solid form is usually favored over hydrates


  However,
   Stable hydrates with acceptable bioavailability can be developed:
         may have better physicochemical properties
         may be the only crystalline form of a API




Pharmaceutical Solid Form Screening, Characterization, and Selection            11
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Forms (Salts / Co-crystals)
Crystalline Salts and Co-crystals
        contain two or more components in the same lattice


                          O                                                              O
       R                                                    R1                       R               R1

                          O-                     H          N+         R2                O   H       N    R2


                                        Salt                                                 Co-crystal


     Differentiation is debatable:
                1.         Interaction between the components
                2.         Proton transfer


Pharmaceutical Solid Form Screening, Characterization, and Selection            12
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Forms (Salts / Co-crystals)
Salt / co-crystal formation of API are investigated in
great frequency because
                                                                                          Powder dissolution
Crystallization tool:
    Purification

Property modification:
    Dissolution rate
    Chemical and physical stability
    Crystallinity
    Hygroscopicity
    Bulk properties
                   Density, particle size, flowability, etc.
         Manufacturability
                   drying, filtrability

                                                                                     Childs et al., J Am Chem Soc 126:13335-13342, 2004.

Pharmaceutical Solid Form Screening, Characterization, and Selection            13
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Forms (Amorphous)
Amorphous solid
     solid in which there is no long-range order of the positions of molecules/atoms.




                                                                                     Amorphous




                                                                                                           Crystalline

   Amorphous solid has higher free energy
   than its corresponding crystalline solids,
   therefore, higher apparent solubility and
   dissolution rate

                                                                                         Law et al., J. Pharm. Sci. 93:563, 2004
Pharmaceutical Solid Form Screening, Characterization, and Selection            14
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Types of Solid Forms (Stoichiometry)
                                                                                    Solid
                                                  long range order                               short range order

                       Crystalline                                        Liquid Crystalline                         Amorphous
                 single                        multiple
               component                     components

                                                                     ionic           non-ionic

Polymorphs
                                                         Salt                   +   Molecular Adducts


                                                                 Solvate/Hydrate                      Co-crystal

                                                                stoichiometric            non-stoichiometric

Pharmaceutical Solid Form Screening, Characterization, and Selection                 15
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid State Thermodynamics
       Gibbs free energy:

                                               G = H – TS
                                               where:                           G : Gibbs free energy (KJ/mol)
                                                                                H : enthalpy (KJ/mol)
                                                                                T : temperature (K)
                                                                                S : entropy (J/mol·K)


          Free Energy: measure of thermodynamic potential

          Enthalpy: Internal energy

          Entropy: measure of “disorderness”



Pharmaceutical Solid Form Screening, Characterization, and Selection              16
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid State Thermodynamics (Polymorph)
 Why does the same chemical identity of different solid forms have different G?


                                                 G = H – TS
          Enthalpy is the heat needed to create something from “nothingness”
                    Therefore, different solid forms have different enthalpy due to
          different bonding/interactions between molecules in the solid forms




          Entropy is a measure of “disorderness”
                   Therefore, solid forms have different entropy due to internal arrangement
                   The higher the disorder, the higher the entropy
                   Any system tends to change towards the direction of lower disorder
Pharmaceutical Solid Form Screening, Characterization, and Selection            17
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid State Thermodynamics (Polymorph)
   Free energy:
                  Only quantity that determines the thermodynamic relationship (relative
                 stability) between phases


                                       ∆GIII = GII – GI = ∆HIII – T∆SIII

        GII < GI ⇒ ∆GIII < 0
                  Phase II is more stable ⇒ Phase I  II is a spontaneous process
        GII > GI ⇒ ∆GIII > 0
                  Phase II is less stable ⇒ Phase II  I is a spontaneous process
        GII = GI ⇒ ∆GIII = 0
                  Phase I and II is equally stable ⇒ Phase I and II are in equilibrium



Pharmaceutical Solid Form Screening, Characterization, and Selection            18
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid State Thermodynamics (Polymorph)
 Solubility (Activity):
                                   ∆GIII = GII – GI = RT ln(aII/aI)
                                                   = RT ln(γIICsII/ γICsI) = RT ln(γII/γI·CsII/CsI)
                                                                                                      * In dilute solutions, γI = γII
                                                   ≈ RT ln(CsII/CsI)*
                              where               CsI and CsII : solubility of solid form I and II;
                                γI and γII : activity coefficients at CsI and CsII.


        GII < GI ⇒ ∆GIII < 0
                  Phase II is more stable ⇒ Phase II has less solubility
        GII > GI ⇒ ∆GIII > 0
                  Phase II is less stable ⇒ Phase II has higher solubility
        GII = GI ⇒ ∆GIII = 0
                  Phase I and II is equally stable ⇒ Phase I and II are in equilibrium
Pharmaceutical Solid Form Screening, Characterization, and Selection            19
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid State Thermodynamics (Polymorph)

                                                                   G liqu id                                                    CI


  Monotropic                                                                                                                    C II
                                                                                               GI




                                                                                                               S
                                                                                                               b
                                                                                                               u
                                                                                                               o
                                                                                                               y
                                                                                                               t
                                                                                                               i
                                                                                                               l
                                       G
                                       E
                                       F



                                                                                                    G II
                                       g
                                       n
                                       e
                                       y
                                       r
                                       ,




     G = H – TS                                                                   T m, I T m, II
                                                              Temperature, T                                       Temperature, T
∆GIII = ∆HIII – T∆SIII
                                                                                                                                       C II
                                                                   G liquid
                                                                                                                                         CI
 Enantiotropic



                                                                                                               S
                                                                                                               b
                                                                                                               u
                                                                                                               o
                                                                                                               y
                                                                                                               t
                                                                                                               i
                                                                                                               l
                                                                                                        G II
                                       G
                                       E
                                       F
                                       g
                                       n
                                       e
                                       y
                                       r
                                       ,




                                                                                                        GI
                                                                   Tt      T m, II T m, I                                  Tt
                                                              Temperature, T                                        Temperature, T
  Pharmaceutical Solid Form Screening, Characterization, and Selection                             20
  Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid State Thermodynamics (Hydrate/Solvate)
 The equilibrium between the anhydrous and hydrate forms of a drug D
 can be represented as
                                                                       K , p ∆H
                             D ⋅ nH 2O( solid ) ←   → D( solid ) + nH 2O( gas )
                                                  d t,
                                                       tr




                                              [aD(s) ][aH 2O(g) ]n
                                                        c
                                                                                      p
             Therefore                   Kd =                      = [aH 2O(g) ]n = [ pt ]n = [ RH ]n
                                                                       c
                                                [aD⋅nH 2O(s) ]                         s



                         aH 2O(g) > aH 2O(g) or p > pt , hydrate is more stable
                                     c


                          aH 2O(g) < aH 2O(g) or p < pt , anhydrate is more stable
                                      c


                          aH 2O(g) = aH 2O(g) or p = pt , anhydrate and hydrate are
                                      c
                                                                                       equally stable


                                                                                                        * Solvates are treated similarly
Pharmaceutical Solid Form Screening, Characterization, and Selection              21
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid State Thermodynamics (Hydrate/Solvate)
Relative stability of hydrates at various RH
                                                                                                     9H2O                  Ouabain
         100
                         Copper Sulfate                                                                     8H20


                                                  Penta
      % Weight Water




                                                                                       Oubain.nH2O
                                     Tri

                                                                                                               2H2O
                        Mono



                0                                                                            0
                       04.5           30               47                       100                  0                               100
                                      Relative Humidity                                                     Temperature   (oC)




Pharmaceutical Solid Form Screening, Characterization, and Selection              22
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid State Thermodynamics (Hydrate/Solvate)
 Temperature dependence of hydrate stability
 Apply van’t Hoff equation to Kd
                                                                                                                          ∆H tr
                     ln(a          c
                                   H 2O(g) 2     ) − ln( a                      c
                                                                                      ) =−
                                                                                H 2O(g) 1                                  nR     ( T12 − T1 )
                                                                                                                                          1



 Critical water activity increase with                                                                                                              Higher T
 temperature




                                                                                            Ln(Critical Water Activity)
 Hydrate is less stable at higher
 temperatures
 Hydrate is more stable at lower
 temperatures
 Keep the hydrate under cool and humid
 conditions!                                                                                                                Lower T

                                                                                                                                        1/T (1/K)
Pharmaceutical Solid Form Screening, Characterization, and Selection                   23
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid State Thermodynamics (Amorphous)
 Amorphous: “glass”, no long-range order between molecules

                                                                                               Important concepts:
                                                                                    uid
                                                                                Liq            Tm – melting temperature
                                                                                               Tg – glass transition temperature
                                                           led
                                                         oo
                                                       erc
                                                    up id
                                                   S u                                         Tk – Kauzmann temperature
                                                     Liq
                              G la ss 1

             Re la xa tion              2
                               Gla ss
                                                                                                Mobility
  m
  E
  V
  p
  a
  h
  n
  e
  u
  o
  y
  t
  ,
  l




                      C ryst a llin e                                                           Relaxation
                                                                                                Crystallization
              Tk                       Tg                              Tm
                                 Temperature

Pharmaceutical Solid Form Screening, Characterization, and Selection                      24
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Outline
   1. Solid Forms
             Solid Forms
             Solid State Thermodynamics

   2. Impact of Solid Form
       Solubility/Dissolution
       Stability
       Morphology/Processing

   3. Solid Form Development
             Solid Form Screening
             Solid State Characterization
             Solid Form Selection
Pharmaceutical Solid Form Screening, Characterization, and Selection            25
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Impact of Solid Forms
 Different solid forms show different physical, chemical, and mechanical
 properties


     Melting point                                               Stability (physical & chemical)
     Spectral properties                                         Dissolution rate
     Solubility                                                  Bioavailability                   “Druggability”
     Density                                                     Hygroscopicity
     Hardness                                                    Bulk properties
     Crystal shape                                               Manufacturability ….




Pharmaceutical Solid Form Screening, Characterization, and Selection            26
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Impact of Solid Forms (Solubility / Dissolution)
 Hydrates
          • Lower solubility in water
          • Higher “solubility” in other solvents

 Amorphous
          • Always has higher “solubility” than its crystalline counterparts

 Salts
          • Modify “solubility” by adjusting pH




 Consideration:
                     Thermodynamic Solubility v.s. Apparent Solubility

Pharmaceutical Solid Form Screening, Characterization, and Selection            27
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Impact of Solid Forms (Solubility)
Sulfamerazine                                                                        H2 N
                                                                                                  O
                                                                                                               N   Me
                                                                                                  S   NH

                                                                                                  O        N




                                                                                       Form I – Metastable

                                                                                       Form II –Most Stable




                                                                                            S Form I
                                                                                                      = 1.2
                                                                                            S Form II
                                                                                            Solubility at 25oC


                                                                                                  Gong, et. al, 2008.

Pharmaceutical Solid Form Screening, Characterization, and Selection            28
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Impact of Solid Forms (Dissolution)
  Whitney-Noyes equation:                                                                                Driving force
                                                    dM DS                D S Cs
                                                        =   ( Cs − C ) ≈
                                                     dt   h                h
            Where                                           dM/dt :      dissolution rate;
                                                            M:           mass of solute dissolved;
                                                            D:           diffusion coefficient;
                                                            S:           surface area of the exposed solid;
                                                            h:           thickness of the diffusion layer;
                                                            Cs :         solubility;
                                                            C:           concentration
                                                                  Diffusion layer                 Bulk solution
                   Concentration/solubility




                                              Solid State                                                         CS




                                                                                                                  Cbulk
                                                                  Distance from Solid Surface

Pharmaceutical Solid Form Screening, Characterization, and Selection                29
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Impact of Solid Forms (Dissolution)
     Iopanoic acid

                    Powder dissolution                                               Intrinsic dissolution

                  Amorphous
                                                                                                 Amorphous



                                                            Form II
                                                                                                             Form II


                                                             Form I
                                                                                                               Form I




                    Amorphous:                                       > Form II:       >      Form I:

                                                                                                      Stagner & Guillory, 1963.
Pharmaceutical Solid Form Screening, Characterization, and Selection            30
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Impact of Solid Forms (Dissolution)
Succinyl sulfathiazole, in ~0.001 N H2SO4 solution at 20°C
                                                                                              O
                                                                                 N
                                                                                         NH   S        O
                                                                                     S
                                                                                              O   NH   C   CH 2   CH 2   CO 2 H




                                                                                                           Shefter & Huguchi , 1963.
Pharmaceutical Solid Form Screening, Characterization, and Selection            31
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Impact of Solid Forms (Dissolution)


                                                                                             Salt 2


                                                                                             Salt 1


                                                         pKa
                                                                                     pHmax




Substantial increase in apparent solubility by salt formation, which will lead to the
enhancement in dissolution rate
Different salt forms will have different extent of apparent solubility improvement

Pharmaceutical Solid Form Screening, Characterization, and Selection            32
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
dM DS
                                                                                                =   ( Cs − C ) ≈ D S C s
Impact of Solid Forms (Dissolution)                                                          dt   h                h

                                                                                     H2 N

p-Aminosalicylic acid: antibacterial
                                                                                                   CO 2 H

                                                                                            OH




                                                            Parent




                                                                                                              Forbes et al, 1995

Pharmaceutical Solid Form Screening, Characterization, and Selection            33
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Impact of Solid Forms (Dissolution)
             Dissolution enhancement of salt may be jeopardized by the precipitation of
             the parent API
                           Solid State                                  Diffusion layer                          Bulk solution
                                                                                                                                 pHmax
                                                                                                       HA
                                                              A-
                                                A-
                                                                                                        HA
                            BH+A-
pH




                            Solid                  A-                                             HA
                                                                                                       HA
                                                         A-
                                                                                                                                 pHbulk

                                                                                                                                 CS CSalt
Concentration/solubility




                                              A-




                                                                                                            HA
                                                                                                                                 Cbulk CFA
                                                                    Distance from Solid Surface
             Pharmaceutical Solid Form Screening, Characterization, and Selection            34
             Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Impact of Solid Forms (Chemical Stability)
Compound A



  FB:
  Photo-sensitive




   Forming crystalline salts can improve photo-stability of API at ambient
   temperatures
Pharmaceutical Solid Form Screening, Characterization, and Selection            35
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Impact of Solid Forms (Morphology)
Compound B




    Morphology may have great impact on processing of API and formulation


Pharmaceutical Solid Form Screening, Characterization, and Selection            36
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Outline
   1. Solid Forms
             Solid Forms
             Solid State Thermodynamics

   2. Impact of Solid Form
       Solubility/Dissolution
       Stability
       Morphology/Processing

   3. Solid Form Development
             Solid Form Screening
             Solid State Characterization
             Solid Form Selection
Pharmaceutical Solid Form Screening, Characterization, and Selection            37
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Development Work Flow
                                                                                  Hit Identification
                                                                                                       Crystallization of Parent
                                                                                                       Manual salt/co-crystal screening
                                                                                    Hit Scale-Up
                                                                                                       Thermodynamically
                                                                                                       most stable form of hits
                                                                                        Lead
                                                                                    Identification
 Single                                                                                                Detailed SS characterization
 Crystal
Structure                                                                              Lead
                                                                                     Scale-Up

                                                                                  Lead Verification
                   Pharmaceutical Evaluation                                                           Manufacturability Evaluation

                                                                          Solid Form Selection

                                                                          Polymorph Screening

  Pharmaceutical Solid Form Screening, Characterization, and Selection                   38
  Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Salt/Cocrystal Screening (Guest Selection)
Safety is the overriding consideration

Cocrystals: hydrogen bonding potential
Salts: the strength of acids/bases: ∆pKa ≥ 2*
* Salt/cocrystal continuum: ∆pKa 1 – 3 could result in salt or cocrystal

        • 2,6-dihydroxybenzoic acid
          (pKa: 1.3)
        • Caffeine (pKa: 0.7)
        • ∆pKa = -0.6                                                                Personal conversation
                                                                                     with Dr. Geoff Zhang




 The property of the solid is more important than the differentiation of salt
 vs. cocrystal  no need to worry about the pKa differences

Pharmaceutical Solid Form Screening, Characterization, and Selection            39
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Salt/Cocrystal Screening (Crystallization)
Common Crystallization Techniques
•    Reactive
•    Antisolvent addition                                                               Generate
•    Solvent evaporation
                                                                                     Supersaturation
•    Temperature gradient
•    Slurry


Should we consider the ability to scale up?
• At early stage, scale up is less of a concern
• As the candidate moves to later stages, the ability to perform
  crystallization at larger scale becomes increasingly important
• Preferred industrial crystallization usually involves reactive, antisolvent,
  and temperature gradient

Pharmaceutical Solid Form Screening, Characterization, and Selection            40
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solution Crystallization
                                                                                 Crystallization


                                                Nucleation                                         Crystal Growth


     Secondary                                                                           Primary
(induced by crystals)

                                     Heterogeneous                                                   Homogeneous
                              (induced by foreign surfaces)                                          (spontaneous)


      • Can be controlled by either nucleation or crystal growth
      • Usually nucleation the slowest, rate-limiting step
                                                                                                               Mullin, 1992.
 Pharmaceutical Solid Form Screening, Characterization, and Selection               41
 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Crystallization (Solvent Evaporation)
From a single solvent                                                                                                    Advantage: Easy
                   Column of solvent decreases
                                                                                                                         Potential Problem:
                   Concentration increases                                                                               Evaporation rate is too high
                   Solubility remains same                                                                               Solubility is too high
                 100                                                                                         10000

                  90

                  80

                  70




                                                                                     Concentration (mg/mL)
   Volume (mL)




                  60

                  50                                                                                         1000

                  40

                  30

                  20

                  10                                                                                                                   Supersaturation
                   0                                                                                          100                                         S
                       0   2           4            6             8             10                                   0      2     4       6    8     10
                                        Time (hr)                                                                                 Time (hr)

Pharmaceutical Solid Form Screening, Characterization, and Selection                 42
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Crystallization (Solvent Evaporation)
From a solvent mixture                                                                                                                   Advantage:
                            Volume of solvent decreases                                                                                  Adjustable solubility
                                                                                                                                         Dual effect on supersaturation
                            Concentration of API increases
                                                                                                                                         Potential Problem:
                            Solubility of API decreases
                                                                                                                                         Complex solvent system
                            100                                                                                                250
                                                                                                                                           Concentration
                                                                                                                                           Solubility
                             80




                                                                                         Concentration or Solubility (mg/mL)
                                                                                                                               200
 Volume (mL) or % Solvent




                                      Bad Solvent (A)
                             60                                                                                                150



                             40                                                                                                100
                                                             Good Solvent (B)
                                                                                                                                                               Supersaturation
                             20           Volume                                                                               50
                                          Solvent A %
                                          Solvent B %

                              0
                                                                                                                                                                                     S
                                                                                                                                 0
                                  0         1           2       3      4        5                                                    0       1             2       3    4        5
                                                        Time (hr)                                                                                          Time (hr)
Pharmaceutical Solid Form Screening, Characterization, and Selection                43
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Crystallization (Heat & Cool)
Heat & Cool                                                                                     Advantage:
          Temperature drops                                                                     Moderate solubility
                                                                                                Better yield
          Solubility of API decreases
                                                                                                Potential Problem:
          Concentration remains same
                                                                                                Degradation




                                                                                Concentration
                                                                                                                              C0
Temp




                                                                                                            Supersaturation




                                                                                                                              S
                                 Time                                                           High Temp          Low Temp

Pharmaceutical Solid Form Screening, Characterization, and Selection            44
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Crystallization (Anti-solvent)
 Anti-solvent                                                                                        Advantage:
                                                                                                     More solvent options
                % bad solvent increases
                                                                                                     High yield
                Solubility of API decreases                                                          Potential Problem:
                Concentration of API decreases                                                       Complex solvent system
                                                                                                     Titration rate
                                                                                                                         S




                                                                                Concentration
                                                                                                                              A
Bad Solvent %




                                                                                                            B


                                                                                                Supersaturation




                                 Time                                                                       Good Solvent %
Pharmaceutical Solid Form Screening, Characterization, and Selection            45
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Crystallization (pH Adjustment)
pH Adjustment (Salt formation)
            At higher pH, apparent solubility of ionic API increases
            At pH > pHmax, concentration of API > Solubility of salt
            Driving force of the crystallization of the salt increases

                                                                                     Supersaturation



                                                                                                         Ssalt

                                                         pKa
                                                                                                 pHmax




Pharmaceutical Solid Form Screening, Characterization, and Selection            46
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Crystallization (SMPT)
Solution-Mediated




                                                                                Solution Concentration
                                                                                                                                         SMetastable
 Phase Transformation
                                                                                                                                         SStable

 GI > GII                                       CI > CII


                  Slurry of I
                                                                                                          1   2          3
                                                                                                                     100% Metastable Phase
                                                                                Solid Composition
       Supersaturation of II



        Crystallization of II                                                                                                100% Stable Phase
                                                                                                                  Time
Pharmaceutical Solid Form Screening, Characterization, and Selection                                     47
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Crystallization (SMPT)
  Crystallization of
                Hydrate: various water activity
                Co-crystal: maximum co-crystal former activity

                                                                                              Identity of the Crystal Form
Identity of the Crystal Form

                                                                                                                 Drug stable                 Co-crystal
    Hydrate                                                                                                        region                   stable region
                                                                                                Co-crystal




                                                            Critical Water                                                                   Critical Co-crystal
                                                            Activity (aw,c)                                                                  Former Activity (aCCF,c)

 Anhydrate                                                                                           Drug
              0 (0%)                                                               1 (100%)                  0                                                   1
                       Water Activity (aw) or Relative Humidity (RH)                                                   Co-crystal Former Activity (aCCF)



   Pharmaceutical Solid Form Screening, Characterization, and Selection                         48
   Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solution Crystallization
       Factors may impact
                       Additives (impurity, other additives)
                       Solvent (solubility, viscosity, solute-solvent interaction etc.)
                       Rate of reaching supersaturation
                        (evaporation rate, cooling rate, anti-solvent addition rate)
                       Temperature
                       Mechanical impact (agitation, sonication)
                       Solid/solvent ratio (SMPT)
                       Particle size/surface area (SMPT)
                       etc.


          Only trick to success is “keep trying”

Pharmaceutical Solid Form Screening, Characterization, and Selection            49
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Development Work Flow
                                                                                  Hit Identification
                                                                                                       Crystallization of Parent
                                                                                                       Manual salt/co-crystal screening
                                                                                    Hit Scale-Up
                                                                                                       Thermodynamically
                                                                                                       most stable form of hits
                                                                                        Lead
                                                                                    Identification
 Single                                                                                                Detailed SS characterization
 Crystal
Structure                                                                              Lead
                                                                                     Scale-Up

                                                                                  Lead Verification
                   Pharmaceutical Evaluation                                                           Manufacturability Evaluation

                                                                          Solid Form Selection

                                                                          Polymorph Screening

  Pharmaceutical Solid Form Screening, Characterization, and Selection                   50
  Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization
Crystalline solids
                        Characterizations                                                  Techniques
                         Chemical identity                                                  NMR, IC
       Crystalline solid form identification                                     Microscopy, PXRD, Raman, IR, DSC
              Melting temperature                                                               DSC
                   Morphology                                                                Microscopy
         Solvate/hydrate identification                                                 DSC, TGA/MS, PXRD
                            Hygroscopicity                                           Moisture sorption balance
                            Dissolution rate                                                  µ-Diss


Amorphous solids
  Physical stability assessment (Tg, relaxation kinetics, crystallization kinetics)



Pharmaceutical Solid Form Screening, Characterization, and Selection            51
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (PXRD)
 Bragg’s Law
                     2d sin θ = nλ                                                   Each d corresponds to a θ


                      θ
                                                                 d


                                            dsinθ




       θ’



                                   d’
                     dsinθ’



Pharmaceutical Solid Form Screening, Characterization, and Selection            52
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (PXRD)
 PXRD is the most commonly used technique to identify solid form
 Different solid forms generally have different PXRD patterns

 PXRD can not be used to distinguish the chemical identity of the solids, unless
 the solid forms of each compound are known




 Single crystal structure is the most direct way to determine the nature of a
 crystalline solid.


 Single crystal X-ray data can be used to calculate the PXRD pattern



Pharmaceutical Solid Form Screening, Characterization, and Selection            53
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (PXRD)
 Be very careful with two solids having “same” PXRD patterns




                                          Are they really “same” or “very similar”?


Pharmaceutical Solid Form Screening, Characterization, and Selection            54
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (PXRD)
 Be very careful with hydrates/solvates
 as they may be missed due to quick
 dehydration/desolvation




                                                                                     Conversion rate of the solvates:
                                                                                     Methanol > Ethanol > IPA

Pharmaceutical Solid Form Screening, Characterization, and Selection            55
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (NMR / IC)
 Solution NMR
                     Determine the chemical identity / purity
                     Determine the stoichiometry of solvates/co-crystals
                     Determine the stoichiometry of salts with organic counter ions


 Ion Chromatography
                     Determine the stoichiometry of salts with inorganic counter ions




Pharmaceutical Solid Form Screening, Characterization, and Selection            56
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (Spectroscopy)
 Raman and IR Spectroscopy
                     Most commonly used in characterizing pharmaceutical solids
                     Small sample requirement
                     Simple sample preparation /Can be used in-situ
                     Not everything is Raman or IR active
                     (Raman) may be not representative / Fluorescence / Burning
                     (IR) low spatial resolution (XY&Z) / less information at low wavelength

                                   Flufenamic Acid



                                                                                     Metastable


                                                                                     Stable




Pharmaceutical Solid Form Screening, Characterization, and Selection            57
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (Thermal)
    Advantages:
            •    Small sample size
            •    Information on melting point and phase transition (DSC)
            •    Information on enthalpy difference
            •    Stoichiometry for solvates and hydrates (TGA)


    Disadvantages:
            • Destructive Method
            • Thermal manipulation
            • Interference (other components, thermal products, etc.)
            • “Black box” (total heat exchange)


Pharmaceutical Solid Form Screening, Characterization, and Selection            58
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (Thermal-DSC)
DSC is used to monitor heat exchange when the sample is
heated/cooled or maintained isothermally

                       Endothermic Events                                                    Exothermic Events
                             Solid-solid transitions                                          Solid-solid transitions
                                         Degradation                                              Degradation
    Melting, boiling, sublimation, vaporization                                                  Crystallization
                                         Desolvation



                                                                     Baseline Shift
                                                                          Glass transition


Pharmaceutical Solid Form Screening, Characterization, and Selection             59
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
DSC

           Applications of DSC                                                       DSC
                      Melting temperature
                      Heat of fusion
                      Impurity
                      Solid state solubility
                      Dehydration/desolvation
                      Chemical reaction
                      Polymorphism
                     etc.



Pharmaceutical Solid Form Screening, Characterization, and Selection            60
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
DSC (Melting)
DSC is commonly used to measure melting temperature of crystalline
solids
                                                                                Sample: Indium                                                File: S:3SGongINDIUM.001
                                                                                Size: 3.2640 x 0.0000 mg                        DSC           Operator: YG
                                                                                Method: Temperature (°C)                                      Run Date: 24-Apr-2008 14:59
Melting Point:                                                                  Comment: Cell constant calibration      Tm of Indium          Instrument: DSC Q2000 V24.2 Build 107



       – Sharpness reflects the                                                                   0                               158.03°C
                                                                                                                                  28.42J/g


         chemical purity
                                                                                                                     Onset Temp
       – Defined by extrapolated                                                                  -1


         onset temperature (pure)

                                                                                Heat Flow (W/g)
       – Reported using peak                                                                      -2

         temperature (with impurity)
       – May overlap with other
                                                                                                  -3
         physical processes                                                                                                                   Peak Temp
         (recrystallization, solid-solid                                                                                       158.76°C



         transition, etc.) and                                                                    -4
                                                                                                    145                  155                              165
         chemical processes                                                           Exo Up                               Temperature (°C)                         Universal V4.4A TA Instru


         (decomposition etc.)
Pharmaceutical Solid Form Screening, Characterization, and Selection                                      61
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
DSC (Heat of fusion)
 DSC is commonly used to measure the heat of fusion of a crystalline
 solid                                                                   Sample: Indium                                              File: S:3SGongINDIUM.001
                                                                         Size: 3.2640 x 0.0000 mg                    DSC             Operator: YG
                                                                         Method: Temperature (°C)                                    Run Date: 24-Apr-2008 14:59
                                                                         Comment: Cell constant calibration   Tm of Indium           Instrument: DSC Q2000 V24.2 Build 107


                                                                                           0                           158.03°C
                                                                                                                       28.42J/g
 Heat of Fusion:

         – Integrated area under                                                           -1                                  ∆Hf
           melting curve
                                                                         Heat Flow (W/g)
         – May overlap with                                                                -2

           recrystallization

         – May overlap with                                                                -3

           decomposition and                                                                                        158.76°C

           sublimation
                                                                                           -4
                                                                                             145              155                                165
                                                                               Exo Up                           Temperature (°C)                           Universal V4.4A TA Instruments




Pharmaceutical Solid Form Screening, Characterization, and Selection                               62
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
DSC (Melting without decomposition)
 Melting is a thermodynamic phenomenon,
  therefore, melting point does not change much with heating rate




                                                                                                     Higher heating rate


                                                                                                              Same Tm




                                                                                     Thomas, L. http://www.tainstruments.com/pdf/literature/TA315.pdf

Pharmaceutical Solid Form Screening, Characterization, and Selection            63
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
DSC (Melting with decomposition)
 Decomposition is a kinetic phenomenon,
   therefore, melting/decomposition temperature changes with heating rate




                                                                                                     Higher heating rate


                                                                                                            Higher “Tm”




                                                                                     Thomas, L. http://www.tainstruments.com/pdf/literature/TA315.pdf

Pharmaceutical Solid Form Screening, Characterization, and Selection            64
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
DSC (Dehydration/desolvation)
 DSC is used to determine dehydration/desolvation

                                                                                     Carbamazepine dihydrate

- Usually at lower temperatures

- Large enthalpy because of the
  evaporation of released
  water/solvent

- May result in lower hydrates,
  anhydrous phases, or
  amorphous phase



                                                                                            Li Y. et al., Pharm. Dev. Tech., 2000. 5, 257.

Pharmaceutical Solid Form Screening, Characterization, and Selection            65
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
DSC (Polymorphism)
Different polymorphs usually have
  different melting temperatures and heat of fusions
                            Monotropic                                                                  Enantiotropic
                                                                                                                                           HL
                                                                        HL
                                                                 ∆H f, II                                                            ∆H f, I
                                                 ∆H f, I                                                              ∆H f, II             HI
                                                                            HI
                                G liquid                                                                   G liquid
                                                                            H II                                                           H II


                                                            T m, I
                                                                                                                                 T m, II



                                                                                               G
                                                                                               H
                                                                                               E
                                                                                               g
                                                                                               e
                                                                                               n
                                                                                               y
                                                                        Tt


                                                                                               )
                                                                                               (
                                                                                               r
                                                                                               ,
                                                                                                                      Tt
      G
      H
      E




                                                           T m, II
      g
      e
      n




                                                                                                                                            G II
      y




                                                                                   G II
      )
      (
      r
      ,




                                                                                   GI                                       T m, I
                                                                                                                                            GI
                                Temperature, T                                                            Temperature, T

                                                                     Heat of Fusion Rule
           higher melting form; higher ∆Hf                                                         higher melting form; lower ∆Hf
Pharmaceutical Solid Form Screening, Characterization, and Selection                      66
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
DSC (Polymorphism)
                                                                                          II
    Phase transitions of
                                                                                                                      IIL
    Monotropic Polymorphs                                                                                      LII
                                                                                          I
                                                                                                              IL     IIL
                                                                          HL
                                                                 ∆H f, II                 I                ILII
                                                ∆H f, I
                                                                            HI
                            G liquid                                                                                  IIL
                                                                            H II
                                                                                          I         III

                                                            T m, I                                                    IIL
                                                                         Tt
G
H
E




                                                          T m, II
g
e
n
y




                                                                                   G II
)
(
r
,




                                                                                   GI

                            Temperature, T
    Pharmaceutical Solid Form Screening, Characterization, and Selection                       67
    Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
DSC (Polymorphism)
                                                                                       II                  III           IL
    Phase transitions of
    Enantiotropic Polymorphs                                                           I
                                                                                                                          IL
                                                                                                                    LI
                                                                              HL       II
                                                                                                                          IL
                                                                         ∆H f, I                                  IIL
                                                         ∆H f, II             HI
                              G liquid                                                 II                    IILI
                                                                                                                          IL
                                                                              H II

                                                                                           I        III   III

                                                                    T m, II
G
H
E
g
e
n
y
)
(
r
,




                                                       Tt                       G II                                      IL
                                                                T m, I
                                                                                GI
                           Temperature, T
    Pharmaceutical Solid Form Screening, Characterization, and Selection                       68
    Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
MDSC (Theory)
 Modulated DSC (MDSC) applies a sinusoidal heating program on top of a linear
 heating rate in order to measure the heat flow that responds to the changing
 heating rate




 MDSC separates the total heat flow response into the reversing and non-
 reversing components                                  Mudunuri P. Ph.D. Thesis., 2007
                                                                                     Paul G. et. al. Pharm. Res., 1998, 15(7), 1117

Pharmaceutical Solid Form Screening, Characterization, and Selection            69
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
MDSC (Glass transition, Phase separation)
                                                                                     MDSC reversing heat flow scans of
                                                                                     trehalose-dextran mixture (40/60) stored
                                                                                     50oC/75%RH

                                                                                                                                            34 days



                                                                                                                                            23 days


                                                                                                                                           13 days


                                                                                                                                            4 days


                                                                                                                                            2 days


 Measured Tg can be used to determine
                                                                                                                                            0 day
 phase homogeneity
       Single Tg: Single phase
       Multiple Tg’s: phase separation                                                                                 Mudunuri P. Ph.D. Thesis., 2007
                                                                                                  Vasanthavada M. et. al. Pharm. Res., 2004, 21(9), 1598

Pharmaceutical Solid Form Screening, Characterization, and Selection            70
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
DSC/MDSC (Solid-State Solubility)
 DSC is used to determine solubility of crystalline small molecule
  in polymer


                                                                                                  Tend

                                                                       Tend



                                                                                                  Tg




                            Tend and Tg as a function of D-mannitol concentration in PVP

                                                                                     Jing T. et al. Pharm. Res. 2009, 26(4) 855

Pharmaceutical Solid Form Screening, Characterization, and Selection            71
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (TAM)
Pros
• Excellent isothermal condition
• High sensitivity

Cons
• Disturbance when the experiment starts
• Limited temperature range


Applications
• Recrystallization
  (heat and/or moisture induced)
• Excipient compatibility
• Slow reactions

                                                                                     Bystrom. Thermometric Application Note 22004, 1990

Pharmaceutical Solid Form Screening, Characterization, and Selection            72
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (Thermal-TGA)
 Thermogravimetric Analysis:
    Measures the thermally induced weight change of a material as a
    function of temperature

                                                                                     Ref Pan



                                                                                     Sample Pan

 - provides information on volatile content
 - type of purge gas and purge rate can affect curve

                                                                                        Furnace



                                                                                      Purge Gas



Pharmaceutical Solid Form Screening, Characterization, and Selection            73
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
TGA (Dehydration / Desolvation)
TGA is often used to measure the weight loss upon heating, from
 which stoichiometry of hydrate and solvate TGA be determined
                                             can               Sample: Erythromycin A dihydrate
                                                               Size: 24.3160 mg
                                                               Method: to 200 @ 10
                                                                                                                                         File: P:...GeoffEryA T06110301 Ery.2H2O
                                                                                                                                         Operator: Geoff
                                                                                                                                         Run Date: 11-Jun-2003 14:45
                                                               Comment: Lot 86-434-CD                                                    Instrument: 2950 TGA HR V5.3C

                                                                       100                                                                                                       0.4




                                                                                                            M% weight loss                                                       0.3
                                                                        98
                                                                                                                                             4.660%
                                                                                                                                             (1.133mg)




                                                                                                                                                                                       Deriv. Weight (%/°C)
                      M
                                                          Weight (%)




                             MWSolvent
X =
                                                                        96                                                                                                       0.2




                  100− M
                                    MWDrug
                                                                        94                                                                                                       0.1



                                                                                                                      Ramp 10.00 °C/min to 200.00 °C



                                                                        92                                                                                                      0.0
                                                                             20    40             60   80      100        120          140             160     180           200
                                                                                                              Temperature (°C)                                  Universal V4.0C TA Instruments




Pharmaceutical Solid Form Screening, Characterization, and Selection                              74
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
TGA (Degradation)
 TGA is often used to determine the thermal stability of sample




                            Thermal profiles of polymers (PVC, PMMA, HDPE, PTFE, and PI)


                                                                                     http://www.tainstruments.com/pdf/brochure/TGA_IR_Brochure.pdf

Pharmaceutical Solid Form Screening, Characterization, and Selection            75
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (Thermal)
    Advantages:
            •    Small sample size
            •    Information on melting point and phase transition (DSC)
            •    Information on enthalpy difference
            •    Stoichiometry for solvates and hydrates (TGA)


    Disadvantages:
            • Destructive Method
            • Thermal manipulation
            • Interference (other components, thermal products, etc.)
            • “Black box” (total heat exchange)


Pharmaceutical Solid Form Screening, Characterization, and Selection            76
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (Thermal)
   Hyphenated Thermal Techniques:
            Other techniques, e.g. microscopy, diffraction, and
             spectroscopy, are combined with thermal analysis
             methods to characterization solid phase changes



   Common Hyphenated Thermal Techniques:
             DSC/TGA
             Hot-stage Microscopy
             VT-PXRD
             TGA-MS, TGA-FTIR
             etc.
                                                                                     Giron D. J of Therm Anal Calori, 2002. 68, 335

Pharmaceutical Solid Form Screening, Characterization, and Selection            77
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (Moisture Sorption)
Determine moisture uptake at various water activity / Relative humidity



                                                                                     Sorption Isotherm Types
                                   A

                                                                                      A: monolayer adsorption

                                                                                      B: multi-layer adsorption
                                                         B
                                                                                      C: deliquescence

                                                                     C




Pharmaceutical Solid Form Screening, Characterization, and Selection            78
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Characterization (Moisture Sorption)
                                                                                     Monitor formation of hydrates
                                                                                           (Nedocromil Sodium)




                                                                                      Sorption:
                                                                                      <10%RH : monohydrate
                                                                                      10% - 90%RH: Trihydrate
                                                                                      >90%RH: Heptahemi-hydrate


                                                                                      Desorption:
                                                                                      >10%RH: Heptahemi-hydrate
                                                                                      <10%RH: monohydrate


Pharmaceutical Solid Form Screening, Characterization, and Selection            79
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid Form Development Work Flow
                                                                                  Hit Identification
                                                                                                       Crystallization of Parent
                                                                                                       Manual salt/co-crystal screening
                                                                                    Hit Scale-Up
                                                                                                       Thermodynamically
                                                                                                       most stable form of hits
                                                                                        Lead
                                                                                    Identification
 Single                                                                                                Detailed SS characterization
 Crystal
Structure                                                                              Lead
                                                                                     Scale-Up

                                                                                  Lead Verification
                   Pharmaceutical Evaluation                                                           Manufacturability Evaluation

                                                                          Solid Form Selection

                                                                          Polymorph Screening

  Pharmaceutical Solid Form Screening, Characterization, and Selection                   80
  Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Solid State Selection
• Solid state                                             PXRD                  Moisture sorption
                                                           DSC                      isotherm
     –    is highly crystalline                                               Polymorph, solvate,
     –    is not hygroscopic (<2% weight across 0-80% RH)                    hydrate screening and
                                                                                characterization
     –    has a melting point > 150 °C      DSC
     –    does not exhibit complex polymorphic behavior or solvate formation
     –    does not have a labile hydrate      TGA
     –    is physically stable                        In vitro: solubility,
                                                         Stable at ambient             dissolution, physical
                                                            conditions                 stability in suspension
• Pharmaceutical                                                                     In vivo (animal)
     – is bioavailable (sufficient dissolution rate/solubility)
     – is chemically stable                                  Screen solvents for solubility
                                  Accelerated                                          Evaluate feasibility at smaller scale
                                                               stability               Initial assessment of control: induction time,
• Manufacturing                                                                          desupersaturation rate, size and
                                                                                       distribution
     – Can be prepared in large scale with robust stoichiometric control and acceptable yield,
       volume, and purity (chemical and physical)
     – does not exhibit a strongly anisotropic morphology (needle/flask)


Pharmaceutical Solid Form Screening, Characterization, and Selection            81
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Decision Making (Solid From Selection)
                                                                                                      Stability
Cross-functional Decision

Some key properties are inter-related                                                Hygroscopicity                  Crystallinity
• Crystallinity & Hygroscopcity

Certain properties have higher priority                                                          Apparent Solubility

• Chemical stability v.s. Polymorphism
                                                                                                  Dissolution Rate

Project/Compound specific properties
• Dissolution enhancement (insoluble API)
• Chemical stability (strong amines)



Candidates with good properties all-around is a “no-brainer”. But,
Balancing/compromising is often required
• “Must have” vs. “nice to have”
• Formulation/delivery: parent vs. salt
Pharmaceutical Solid Form Screening, Characterization, and Selection            82
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Approaches: Early vs. Late
How early is early?
• Before the nomination of the development candidate

Pros and Cons
• Pros (Early)
     – less likely to switch salt during later development
     – better definition of formulation approach at candidate nomination
     – likely to enable fast formulation development


• Cons (Early)
     – Resources could be “wasted”
     – Less flexibility in formulation design and process selection




Pharmaceutical Solid Form Screening, Characterization, and Selection            83
Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
Pharmaceutical Solid Form Screening, Characterization and Selection Guide
Pharmaceutical Solid Form Screening, Characterization and Selection Guide
Pharmaceutical Solid Form Screening, Characterization and Selection Guide
Pharmaceutical Solid Form Screening, Characterization and Selection Guide
Pharmaceutical Solid Form Screening, Characterization and Selection Guide
Pharmaceutical Solid Form Screening, Characterization and Selection Guide

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Pharmaceutical Solid Form Screening, Characterization and Selection Guide

  • 1. Pharmaceutical Solid Form Screening, Characterization, and Selection Enhancing Drug Bioavailability and Solubility Yuchuan Gong, Ph.D. Boston, MA, Jan. 25, 2012
  • 2. Outline 1. Solid Forms Solid Forms Solid State Thermodynamics 2. Impact of Solid Form Solubility/Dissolution Stability Morphology/Processing 3. Solid Form Development Solid Form Screening Solid State Characterization Solid Form Selection Pharmaceutical Solid Form Screening, Characterization, and Selection 2 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 3. Outline 1. Solid Forms Solid Forms Solid State Thermodynamics 2. Impact of Solid Form Solubility/Dissolution Stability Morphology/Processing 3. Solid Form Development Solid Form Screening Solid State Characterization Solid Form Selection Pharmaceutical Solid Form Screening, Characterization, and Selection 3 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 4. Why Solid? Solid is more stable than its liquid counterpart API’s are usually manufactured, transported, and stored as solid Most drugs are marketed in solid dosage forms Common Dosage Forms Phase of API in Drug Tablet solid Capsule solid, liquid Powder, granule solid Ointment, cream, gel solid Transdermal solid Suppository solid Solution liquid Disperse solid, liquid Pharmaceutical Solid Form Screening, Characterization, and Selection 4 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 5. Types of Solid Forms Solid long range order short range order Crystalline Liquid Crystalline Amorphous single multiple component components ionic non-ionic Polymorphs Salt + Molecular Adducts Solvate/Hydrate Co-crystal Pharmaceutical Solid Form Screening, Characterization, and Selection 5 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 6. Solid Forms (Polymorphs) Polymorphs: crystalline forms with the same chemical composition but different internal structures (packing, conformation, etc.) Packing: Conformational: H-Bonding O OH Tautomeric: NH N More than 80% of the pharmaceutical solids exhibit polymorphs Pharmaceutical Solid Form Screening, Characterization, and Selection 6 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 7. Solid Forms (Polymorphs) metastable The thermodynamically most stable form of a pharmaceutical solid is less soluble, but more stable A metastable polymorph is more soluble, but less stable stable Ritonavir The thermodynamically most stable form of a pharmaceutical solid is normally preferred on account of its greatest stability A metastable polymorph is sometimes developed, when it can provide an acceptable balance between processability and stability Pharmaceutical Solid Form Screening, Characterization, and Selection 7 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 8. Solid Forms (Solvates/Hydrates) Solvates / Hydrates Molecular adducts that incorporate solvent molecules in their crystal lattices; Solvent is water Hydrates Solvent is other solvents Solvates Non-solvated Solvate Pharmaceutical Solid Form Screening, Characterization, and Selection 8 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 9. Solid Forms (Solvates) Common organic solvents in solvates Methanol, ethanol, 1-propanol, IPA, 1-butanol, hexane, cyclohexane, acetone, MEK, benzene, toluene, acetonitrile, ethyl acetate, diethyl ether, THF, dioxane, dichloromethane acetic acid dimethylformamide … Solvates are not acceptable for API (except ethanol solvate) Solvate is the most stable form in the particular solvent Knowing if a solvate can form in a particular solvent is essential to processing. Solvate formation can be used for purification Solvate may be used to prepare a desolvated solid form Pharmaceutical Solid Form Screening, Characterization, and Selection 9 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 10. Solid Forms (Hydrates) Organic compounds frequently form hydrates in presence of water due to Small molecular size of water The multidirectional hydrogen bonding capability of water Distribution of stoichiometry of hydrates among 6000 non-organometallic compounds (3.8% of all) in Cambridge Crystallographic Database 3000 Number of Occurences 2500 2000 1500 1000 500 0 0.5 1 2 3 4 5 6 7 8 9 Hydration Number Pharmaceutical Solid Form Screening, Characterization, and Selection 10 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 11. Solid Forms (Hydrates) Hydrate is the most stable solid form in water, least soluble form in GI environment Non-hydrous solid form is usually favored over hydrates However, Stable hydrates with acceptable bioavailability can be developed: may have better physicochemical properties may be the only crystalline form of a API Pharmaceutical Solid Form Screening, Characterization, and Selection 11 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 12. Solid Forms (Salts / Co-crystals) Crystalline Salts and Co-crystals contain two or more components in the same lattice O O R R1 R R1 O- H N+ R2 O H N R2 Salt Co-crystal Differentiation is debatable: 1. Interaction between the components 2. Proton transfer Pharmaceutical Solid Form Screening, Characterization, and Selection 12 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 13. Solid Forms (Salts / Co-crystals) Salt / co-crystal formation of API are investigated in great frequency because Powder dissolution Crystallization tool: Purification Property modification: Dissolution rate Chemical and physical stability Crystallinity Hygroscopicity Bulk properties Density, particle size, flowability, etc. Manufacturability drying, filtrability Childs et al., J Am Chem Soc 126:13335-13342, 2004. Pharmaceutical Solid Form Screening, Characterization, and Selection 13 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 14. Solid Forms (Amorphous) Amorphous solid solid in which there is no long-range order of the positions of molecules/atoms. Amorphous Crystalline Amorphous solid has higher free energy than its corresponding crystalline solids, therefore, higher apparent solubility and dissolution rate Law et al., J. Pharm. Sci. 93:563, 2004 Pharmaceutical Solid Form Screening, Characterization, and Selection 14 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 15. Types of Solid Forms (Stoichiometry) Solid long range order short range order Crystalline Liquid Crystalline Amorphous single multiple component components ionic non-ionic Polymorphs Salt + Molecular Adducts Solvate/Hydrate Co-crystal stoichiometric non-stoichiometric Pharmaceutical Solid Form Screening, Characterization, and Selection 15 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 16. Solid State Thermodynamics Gibbs free energy: G = H – TS where: G : Gibbs free energy (KJ/mol) H : enthalpy (KJ/mol) T : temperature (K) S : entropy (J/mol·K) Free Energy: measure of thermodynamic potential Enthalpy: Internal energy Entropy: measure of “disorderness” Pharmaceutical Solid Form Screening, Characterization, and Selection 16 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 17. Solid State Thermodynamics (Polymorph) Why does the same chemical identity of different solid forms have different G? G = H – TS Enthalpy is the heat needed to create something from “nothingness” Therefore, different solid forms have different enthalpy due to different bonding/interactions between molecules in the solid forms Entropy is a measure of “disorderness” Therefore, solid forms have different entropy due to internal arrangement The higher the disorder, the higher the entropy Any system tends to change towards the direction of lower disorder Pharmaceutical Solid Form Screening, Characterization, and Selection 17 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 18. Solid State Thermodynamics (Polymorph) Free energy: Only quantity that determines the thermodynamic relationship (relative stability) between phases ∆GIII = GII – GI = ∆HIII – T∆SIII GII < GI ⇒ ∆GIII < 0 Phase II is more stable ⇒ Phase I  II is a spontaneous process GII > GI ⇒ ∆GIII > 0 Phase II is less stable ⇒ Phase II  I is a spontaneous process GII = GI ⇒ ∆GIII = 0 Phase I and II is equally stable ⇒ Phase I and II are in equilibrium Pharmaceutical Solid Form Screening, Characterization, and Selection 18 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 19. Solid State Thermodynamics (Polymorph) Solubility (Activity): ∆GIII = GII – GI = RT ln(aII/aI) = RT ln(γIICsII/ γICsI) = RT ln(γII/γI·CsII/CsI) * In dilute solutions, γI = γII ≈ RT ln(CsII/CsI)* where CsI and CsII : solubility of solid form I and II; γI and γII : activity coefficients at CsI and CsII. GII < GI ⇒ ∆GIII < 0 Phase II is more stable ⇒ Phase II has less solubility GII > GI ⇒ ∆GIII > 0 Phase II is less stable ⇒ Phase II has higher solubility GII = GI ⇒ ∆GIII = 0 Phase I and II is equally stable ⇒ Phase I and II are in equilibrium Pharmaceutical Solid Form Screening, Characterization, and Selection 19 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 20. Solid State Thermodynamics (Polymorph) G liqu id CI Monotropic C II GI S b u o y t i l G E F G II g n e y r , G = H – TS T m, I T m, II Temperature, T Temperature, T ∆GIII = ∆HIII – T∆SIII C II G liquid CI Enantiotropic S b u o y t i l G II G E F g n e y r , GI Tt T m, II T m, I Tt Temperature, T Temperature, T Pharmaceutical Solid Form Screening, Characterization, and Selection 20 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 21. Solid State Thermodynamics (Hydrate/Solvate) The equilibrium between the anhydrous and hydrate forms of a drug D can be represented as K , p ∆H D ⋅ nH 2O( solid ) ←   → D( solid ) + nH 2O( gas ) d t, tr [aD(s) ][aH 2O(g) ]n c p Therefore Kd = = [aH 2O(g) ]n = [ pt ]n = [ RH ]n c [aD⋅nH 2O(s) ] s aH 2O(g) > aH 2O(g) or p > pt , hydrate is more stable c aH 2O(g) < aH 2O(g) or p < pt , anhydrate is more stable c aH 2O(g) = aH 2O(g) or p = pt , anhydrate and hydrate are c equally stable * Solvates are treated similarly Pharmaceutical Solid Form Screening, Characterization, and Selection 21 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 22. Solid State Thermodynamics (Hydrate/Solvate) Relative stability of hydrates at various RH 9H2O Ouabain 100 Copper Sulfate 8H20 Penta % Weight Water Oubain.nH2O Tri 2H2O Mono 0 0 04.5 30 47 100 0 100 Relative Humidity Temperature (oC) Pharmaceutical Solid Form Screening, Characterization, and Selection 22 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 23. Solid State Thermodynamics (Hydrate/Solvate) Temperature dependence of hydrate stability Apply van’t Hoff equation to Kd ∆H tr ln(a c H 2O(g) 2 ) − ln( a c ) =− H 2O(g) 1 nR ( T12 − T1 ) 1 Critical water activity increase with Higher T temperature Ln(Critical Water Activity) Hydrate is less stable at higher temperatures Hydrate is more stable at lower temperatures Keep the hydrate under cool and humid conditions! Lower T 1/T (1/K) Pharmaceutical Solid Form Screening, Characterization, and Selection 23 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 24. Solid State Thermodynamics (Amorphous) Amorphous: “glass”, no long-range order between molecules Important concepts: uid Liq Tm – melting temperature Tg – glass transition temperature led oo erc up id S u Tk – Kauzmann temperature Liq G la ss 1 Re la xa tion 2 Gla ss Mobility m E V p a h n e u o y t , l C ryst a llin e Relaxation Crystallization Tk Tg Tm Temperature Pharmaceutical Solid Form Screening, Characterization, and Selection 24 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 25. Outline 1. Solid Forms Solid Forms Solid State Thermodynamics 2. Impact of Solid Form Solubility/Dissolution Stability Morphology/Processing 3. Solid Form Development Solid Form Screening Solid State Characterization Solid Form Selection Pharmaceutical Solid Form Screening, Characterization, and Selection 25 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 26. Impact of Solid Forms Different solid forms show different physical, chemical, and mechanical properties Melting point Stability (physical & chemical) Spectral properties Dissolution rate Solubility Bioavailability “Druggability” Density Hygroscopicity Hardness Bulk properties Crystal shape Manufacturability …. Pharmaceutical Solid Form Screening, Characterization, and Selection 26 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 27. Impact of Solid Forms (Solubility / Dissolution) Hydrates • Lower solubility in water • Higher “solubility” in other solvents Amorphous • Always has higher “solubility” than its crystalline counterparts Salts • Modify “solubility” by adjusting pH Consideration: Thermodynamic Solubility v.s. Apparent Solubility Pharmaceutical Solid Form Screening, Characterization, and Selection 27 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 28. Impact of Solid Forms (Solubility) Sulfamerazine H2 N O N Me S NH O N Form I – Metastable Form II –Most Stable S Form I = 1.2 S Form II Solubility at 25oC Gong, et. al, 2008. Pharmaceutical Solid Form Screening, Characterization, and Selection 28 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 29. Impact of Solid Forms (Dissolution) Whitney-Noyes equation: Driving force dM DS D S Cs = ( Cs − C ) ≈ dt h h Where dM/dt : dissolution rate; M: mass of solute dissolved; D: diffusion coefficient; S: surface area of the exposed solid; h: thickness of the diffusion layer; Cs : solubility; C: concentration Diffusion layer Bulk solution Concentration/solubility Solid State CS Cbulk Distance from Solid Surface Pharmaceutical Solid Form Screening, Characterization, and Selection 29 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 30. Impact of Solid Forms (Dissolution) Iopanoic acid Powder dissolution Intrinsic dissolution Amorphous Amorphous Form II Form II Form I Form I Amorphous: > Form II: > Form I: Stagner & Guillory, 1963. Pharmaceutical Solid Form Screening, Characterization, and Selection 30 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 31. Impact of Solid Forms (Dissolution) Succinyl sulfathiazole, in ~0.001 N H2SO4 solution at 20°C O N NH S O S O NH C CH 2 CH 2 CO 2 H Shefter & Huguchi , 1963. Pharmaceutical Solid Form Screening, Characterization, and Selection 31 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 32. Impact of Solid Forms (Dissolution) Salt 2 Salt 1 pKa pHmax Substantial increase in apparent solubility by salt formation, which will lead to the enhancement in dissolution rate Different salt forms will have different extent of apparent solubility improvement Pharmaceutical Solid Form Screening, Characterization, and Selection 32 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 33. dM DS = ( Cs − C ) ≈ D S C s Impact of Solid Forms (Dissolution) dt h h H2 N p-Aminosalicylic acid: antibacterial CO 2 H OH Parent Forbes et al, 1995 Pharmaceutical Solid Form Screening, Characterization, and Selection 33 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 34. Impact of Solid Forms (Dissolution) Dissolution enhancement of salt may be jeopardized by the precipitation of the parent API Solid State Diffusion layer Bulk solution pHmax HA A- A- HA BH+A- pH Solid A- HA HA A- pHbulk CS CSalt Concentration/solubility A- HA Cbulk CFA Distance from Solid Surface Pharmaceutical Solid Form Screening, Characterization, and Selection 34 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 35. Impact of Solid Forms (Chemical Stability) Compound A FB: Photo-sensitive Forming crystalline salts can improve photo-stability of API at ambient temperatures Pharmaceutical Solid Form Screening, Characterization, and Selection 35 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 36. Impact of Solid Forms (Morphology) Compound B  Morphology may have great impact on processing of API and formulation Pharmaceutical Solid Form Screening, Characterization, and Selection 36 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 37. Outline 1. Solid Forms Solid Forms Solid State Thermodynamics 2. Impact of Solid Form Solubility/Dissolution Stability Morphology/Processing 3. Solid Form Development Solid Form Screening Solid State Characterization Solid Form Selection Pharmaceutical Solid Form Screening, Characterization, and Selection 37 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 38. Solid Form Development Work Flow Hit Identification Crystallization of Parent Manual salt/co-crystal screening Hit Scale-Up Thermodynamically most stable form of hits Lead Identification Single Detailed SS characterization Crystal Structure Lead Scale-Up Lead Verification Pharmaceutical Evaluation Manufacturability Evaluation Solid Form Selection Polymorph Screening Pharmaceutical Solid Form Screening, Characterization, and Selection 38 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 39. Salt/Cocrystal Screening (Guest Selection) Safety is the overriding consideration Cocrystals: hydrogen bonding potential Salts: the strength of acids/bases: ∆pKa ≥ 2* * Salt/cocrystal continuum: ∆pKa 1 – 3 could result in salt or cocrystal • 2,6-dihydroxybenzoic acid (pKa: 1.3) • Caffeine (pKa: 0.7) • ∆pKa = -0.6 Personal conversation with Dr. Geoff Zhang The property of the solid is more important than the differentiation of salt vs. cocrystal  no need to worry about the pKa differences Pharmaceutical Solid Form Screening, Characterization, and Selection 39 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 40. Salt/Cocrystal Screening (Crystallization) Common Crystallization Techniques • Reactive • Antisolvent addition Generate • Solvent evaporation Supersaturation • Temperature gradient • Slurry Should we consider the ability to scale up? • At early stage, scale up is less of a concern • As the candidate moves to later stages, the ability to perform crystallization at larger scale becomes increasingly important • Preferred industrial crystallization usually involves reactive, antisolvent, and temperature gradient Pharmaceutical Solid Form Screening, Characterization, and Selection 40 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 41. Solution Crystallization Crystallization Nucleation Crystal Growth Secondary Primary (induced by crystals) Heterogeneous Homogeneous (induced by foreign surfaces) (spontaneous) • Can be controlled by either nucleation or crystal growth • Usually nucleation the slowest, rate-limiting step Mullin, 1992. Pharmaceutical Solid Form Screening, Characterization, and Selection 41 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 42. Crystallization (Solvent Evaporation) From a single solvent Advantage: Easy Column of solvent decreases Potential Problem: Concentration increases Evaporation rate is too high Solubility remains same Solubility is too high 100 10000 90 80 70 Concentration (mg/mL) Volume (mL) 60 50 1000 40 30 20 10 Supersaturation 0 100 S 0 2 4 6 8 10 0 2 4 6 8 10 Time (hr) Time (hr) Pharmaceutical Solid Form Screening, Characterization, and Selection 42 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 43. Crystallization (Solvent Evaporation) From a solvent mixture Advantage: Volume of solvent decreases Adjustable solubility Dual effect on supersaturation Concentration of API increases Potential Problem: Solubility of API decreases Complex solvent system 100 250 Concentration Solubility 80 Concentration or Solubility (mg/mL) 200 Volume (mL) or % Solvent Bad Solvent (A) 60 150 40 100 Good Solvent (B) Supersaturation 20 Volume 50 Solvent A % Solvent B % 0 S 0 0 1 2 3 4 5 0 1 2 3 4 5 Time (hr) Time (hr) Pharmaceutical Solid Form Screening, Characterization, and Selection 43 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 44. Crystallization (Heat & Cool) Heat & Cool Advantage: Temperature drops Moderate solubility Better yield Solubility of API decreases Potential Problem: Concentration remains same Degradation Concentration C0 Temp Supersaturation S Time High Temp Low Temp Pharmaceutical Solid Form Screening, Characterization, and Selection 44 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 45. Crystallization (Anti-solvent) Anti-solvent Advantage: More solvent options % bad solvent increases High yield Solubility of API decreases Potential Problem: Concentration of API decreases Complex solvent system Titration rate S Concentration A Bad Solvent % B Supersaturation Time Good Solvent % Pharmaceutical Solid Form Screening, Characterization, and Selection 45 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 46. Crystallization (pH Adjustment) pH Adjustment (Salt formation) At higher pH, apparent solubility of ionic API increases At pH > pHmax, concentration of API > Solubility of salt Driving force of the crystallization of the salt increases Supersaturation Ssalt pKa pHmax Pharmaceutical Solid Form Screening, Characterization, and Selection 46 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 47. Crystallization (SMPT) Solution-Mediated Solution Concentration SMetastable Phase Transformation SStable GI > GII CI > CII Slurry of I 1 2 3 100% Metastable Phase Solid Composition Supersaturation of II Crystallization of II 100% Stable Phase Time Pharmaceutical Solid Form Screening, Characterization, and Selection 47 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 48. Crystallization (SMPT) Crystallization of Hydrate: various water activity Co-crystal: maximum co-crystal former activity Identity of the Crystal Form Identity of the Crystal Form Drug stable Co-crystal Hydrate region stable region Co-crystal Critical Water Critical Co-crystal Activity (aw,c) Former Activity (aCCF,c) Anhydrate Drug 0 (0%) 1 (100%) 0 1 Water Activity (aw) or Relative Humidity (RH) Co-crystal Former Activity (aCCF) Pharmaceutical Solid Form Screening, Characterization, and Selection 48 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 49. Solution Crystallization Factors may impact  Additives (impurity, other additives)  Solvent (solubility, viscosity, solute-solvent interaction etc.)  Rate of reaching supersaturation (evaporation rate, cooling rate, anti-solvent addition rate)  Temperature  Mechanical impact (agitation, sonication)  Solid/solvent ratio (SMPT)  Particle size/surface area (SMPT)  etc. Only trick to success is “keep trying” Pharmaceutical Solid Form Screening, Characterization, and Selection 49 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 50. Solid Form Development Work Flow Hit Identification Crystallization of Parent Manual salt/co-crystal screening Hit Scale-Up Thermodynamically most stable form of hits Lead Identification Single Detailed SS characterization Crystal Structure Lead Scale-Up Lead Verification Pharmaceutical Evaluation Manufacturability Evaluation Solid Form Selection Polymorph Screening Pharmaceutical Solid Form Screening, Characterization, and Selection 50 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 51. Solid Form Characterization Crystalline solids Characterizations Techniques Chemical identity NMR, IC Crystalline solid form identification Microscopy, PXRD, Raman, IR, DSC Melting temperature DSC Morphology Microscopy Solvate/hydrate identification DSC, TGA/MS, PXRD Hygroscopicity Moisture sorption balance Dissolution rate µ-Diss Amorphous solids Physical stability assessment (Tg, relaxation kinetics, crystallization kinetics) Pharmaceutical Solid Form Screening, Characterization, and Selection 51 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 52. Solid Form Characterization (PXRD) Bragg’s Law 2d sin θ = nλ Each d corresponds to a θ θ d dsinθ θ’ d’ dsinθ’ Pharmaceutical Solid Form Screening, Characterization, and Selection 52 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 53. Solid Form Characterization (PXRD) PXRD is the most commonly used technique to identify solid form Different solid forms generally have different PXRD patterns PXRD can not be used to distinguish the chemical identity of the solids, unless the solid forms of each compound are known Single crystal structure is the most direct way to determine the nature of a crystalline solid. Single crystal X-ray data can be used to calculate the PXRD pattern Pharmaceutical Solid Form Screening, Characterization, and Selection 53 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 54. Solid Form Characterization (PXRD) Be very careful with two solids having “same” PXRD patterns Are they really “same” or “very similar”? Pharmaceutical Solid Form Screening, Characterization, and Selection 54 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 55. Solid Form Characterization (PXRD) Be very careful with hydrates/solvates as they may be missed due to quick dehydration/desolvation Conversion rate of the solvates: Methanol > Ethanol > IPA Pharmaceutical Solid Form Screening, Characterization, and Selection 55 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 56. Solid Form Characterization (NMR / IC) Solution NMR Determine the chemical identity / purity Determine the stoichiometry of solvates/co-crystals Determine the stoichiometry of salts with organic counter ions Ion Chromatography Determine the stoichiometry of salts with inorganic counter ions Pharmaceutical Solid Form Screening, Characterization, and Selection 56 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 57. Solid Form Characterization (Spectroscopy) Raman and IR Spectroscopy Most commonly used in characterizing pharmaceutical solids Small sample requirement Simple sample preparation /Can be used in-situ Not everything is Raman or IR active (Raman) may be not representative / Fluorescence / Burning (IR) low spatial resolution (XY&Z) / less information at low wavelength Flufenamic Acid Metastable Stable Pharmaceutical Solid Form Screening, Characterization, and Selection 57 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 58. Solid Form Characterization (Thermal) Advantages: • Small sample size • Information on melting point and phase transition (DSC) • Information on enthalpy difference • Stoichiometry for solvates and hydrates (TGA) Disadvantages: • Destructive Method • Thermal manipulation • Interference (other components, thermal products, etc.) • “Black box” (total heat exchange) Pharmaceutical Solid Form Screening, Characterization, and Selection 58 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 59. Solid Form Characterization (Thermal-DSC) DSC is used to monitor heat exchange when the sample is heated/cooled or maintained isothermally Endothermic Events Exothermic Events Solid-solid transitions Solid-solid transitions Degradation Degradation Melting, boiling, sublimation, vaporization Crystallization Desolvation Baseline Shift Glass transition Pharmaceutical Solid Form Screening, Characterization, and Selection 59 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 60. DSC Applications of DSC DSC  Melting temperature  Heat of fusion  Impurity  Solid state solubility  Dehydration/desolvation  Chemical reaction  Polymorphism etc. Pharmaceutical Solid Form Screening, Characterization, and Selection 60 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 61. DSC (Melting) DSC is commonly used to measure melting temperature of crystalline solids Sample: Indium File: S:3SGongINDIUM.001 Size: 3.2640 x 0.0000 mg DSC Operator: YG Method: Temperature (°C) Run Date: 24-Apr-2008 14:59 Melting Point: Comment: Cell constant calibration Tm of Indium Instrument: DSC Q2000 V24.2 Build 107 – Sharpness reflects the 0 158.03°C 28.42J/g chemical purity Onset Temp – Defined by extrapolated -1 onset temperature (pure) Heat Flow (W/g) – Reported using peak -2 temperature (with impurity) – May overlap with other -3 physical processes Peak Temp (recrystallization, solid-solid 158.76°C transition, etc.) and -4 145 155 165 chemical processes Exo Up Temperature (°C) Universal V4.4A TA Instru (decomposition etc.) Pharmaceutical Solid Form Screening, Characterization, and Selection 61 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 62. DSC (Heat of fusion) DSC is commonly used to measure the heat of fusion of a crystalline solid Sample: Indium File: S:3SGongINDIUM.001 Size: 3.2640 x 0.0000 mg DSC Operator: YG Method: Temperature (°C) Run Date: 24-Apr-2008 14:59 Comment: Cell constant calibration Tm of Indium Instrument: DSC Q2000 V24.2 Build 107 0 158.03°C 28.42J/g Heat of Fusion: – Integrated area under -1 ∆Hf melting curve Heat Flow (W/g) – May overlap with -2 recrystallization – May overlap with -3 decomposition and 158.76°C sublimation -4 145 155 165 Exo Up Temperature (°C) Universal V4.4A TA Instruments Pharmaceutical Solid Form Screening, Characterization, and Selection 62 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 63. DSC (Melting without decomposition) Melting is a thermodynamic phenomenon, therefore, melting point does not change much with heating rate Higher heating rate Same Tm Thomas, L. http://www.tainstruments.com/pdf/literature/TA315.pdf Pharmaceutical Solid Form Screening, Characterization, and Selection 63 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 64. DSC (Melting with decomposition) Decomposition is a kinetic phenomenon, therefore, melting/decomposition temperature changes with heating rate Higher heating rate Higher “Tm” Thomas, L. http://www.tainstruments.com/pdf/literature/TA315.pdf Pharmaceutical Solid Form Screening, Characterization, and Selection 64 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 65. DSC (Dehydration/desolvation) DSC is used to determine dehydration/desolvation Carbamazepine dihydrate - Usually at lower temperatures - Large enthalpy because of the evaporation of released water/solvent - May result in lower hydrates, anhydrous phases, or amorphous phase Li Y. et al., Pharm. Dev. Tech., 2000. 5, 257. Pharmaceutical Solid Form Screening, Characterization, and Selection 65 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 66. DSC (Polymorphism) Different polymorphs usually have different melting temperatures and heat of fusions Monotropic Enantiotropic HL HL ∆H f, II ∆H f, I ∆H f, I ∆H f, II HI HI G liquid G liquid H II H II T m, I T m, II G H E g e n y Tt ) ( r , Tt G H E T m, II g e n G II y G II ) ( r , GI T m, I GI Temperature, T Temperature, T Heat of Fusion Rule higher melting form; higher ∆Hf higher melting form; lower ∆Hf Pharmaceutical Solid Form Screening, Characterization, and Selection 66 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 67. DSC (Polymorphism) II Phase transitions of IIL Monotropic Polymorphs LII I IL IIL HL ∆H f, II I ILII ∆H f, I HI G liquid IIL H II I III T m, I IIL Tt G H E T m, II g e n y G II ) ( r , GI Temperature, T Pharmaceutical Solid Form Screening, Characterization, and Selection 67 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 68. DSC (Polymorphism) II III IL Phase transitions of Enantiotropic Polymorphs I IL LI HL II IL ∆H f, I IIL ∆H f, II HI G liquid II IILI IL H II I III III T m, II G H E g e n y ) ( r , Tt G II IL T m, I GI Temperature, T Pharmaceutical Solid Form Screening, Characterization, and Selection 68 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 69. MDSC (Theory) Modulated DSC (MDSC) applies a sinusoidal heating program on top of a linear heating rate in order to measure the heat flow that responds to the changing heating rate MDSC separates the total heat flow response into the reversing and non- reversing components Mudunuri P. Ph.D. Thesis., 2007 Paul G. et. al. Pharm. Res., 1998, 15(7), 1117 Pharmaceutical Solid Form Screening, Characterization, and Selection 69 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 70. MDSC (Glass transition, Phase separation) MDSC reversing heat flow scans of trehalose-dextran mixture (40/60) stored 50oC/75%RH 34 days 23 days 13 days 4 days 2 days Measured Tg can be used to determine 0 day phase homogeneity Single Tg: Single phase Multiple Tg’s: phase separation Mudunuri P. Ph.D. Thesis., 2007 Vasanthavada M. et. al. Pharm. Res., 2004, 21(9), 1598 Pharmaceutical Solid Form Screening, Characterization, and Selection 70 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 71. DSC/MDSC (Solid-State Solubility) DSC is used to determine solubility of crystalline small molecule in polymer Tend Tend Tg Tend and Tg as a function of D-mannitol concentration in PVP Jing T. et al. Pharm. Res. 2009, 26(4) 855 Pharmaceutical Solid Form Screening, Characterization, and Selection 71 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 72. Solid Form Characterization (TAM) Pros • Excellent isothermal condition • High sensitivity Cons • Disturbance when the experiment starts • Limited temperature range Applications • Recrystallization (heat and/or moisture induced) • Excipient compatibility • Slow reactions Bystrom. Thermometric Application Note 22004, 1990 Pharmaceutical Solid Form Screening, Characterization, and Selection 72 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 73. Solid Form Characterization (Thermal-TGA) Thermogravimetric Analysis: Measures the thermally induced weight change of a material as a function of temperature Ref Pan Sample Pan - provides information on volatile content - type of purge gas and purge rate can affect curve Furnace Purge Gas Pharmaceutical Solid Form Screening, Characterization, and Selection 73 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 74. TGA (Dehydration / Desolvation) TGA is often used to measure the weight loss upon heating, from which stoichiometry of hydrate and solvate TGA be determined can Sample: Erythromycin A dihydrate Size: 24.3160 mg Method: to 200 @ 10 File: P:...GeoffEryA T06110301 Ery.2H2O Operator: Geoff Run Date: 11-Jun-2003 14:45 Comment: Lot 86-434-CD Instrument: 2950 TGA HR V5.3C 100 0.4 M% weight loss 0.3 98 4.660% (1.133mg) Deriv. Weight (%/°C) M Weight (%) MWSolvent X = 96 0.2 100− M MWDrug 94 0.1 Ramp 10.00 °C/min to 200.00 °C 92 0.0 20 40 60 80 100 120 140 160 180 200 Temperature (°C) Universal V4.0C TA Instruments Pharmaceutical Solid Form Screening, Characterization, and Selection 74 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 75. TGA (Degradation) TGA is often used to determine the thermal stability of sample Thermal profiles of polymers (PVC, PMMA, HDPE, PTFE, and PI) http://www.tainstruments.com/pdf/brochure/TGA_IR_Brochure.pdf Pharmaceutical Solid Form Screening, Characterization, and Selection 75 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 76. Solid Form Characterization (Thermal) Advantages: • Small sample size • Information on melting point and phase transition (DSC) • Information on enthalpy difference • Stoichiometry for solvates and hydrates (TGA) Disadvantages: • Destructive Method • Thermal manipulation • Interference (other components, thermal products, etc.) • “Black box” (total heat exchange) Pharmaceutical Solid Form Screening, Characterization, and Selection 76 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 77. Solid Form Characterization (Thermal) Hyphenated Thermal Techniques: Other techniques, e.g. microscopy, diffraction, and spectroscopy, are combined with thermal analysis methods to characterization solid phase changes Common Hyphenated Thermal Techniques: DSC/TGA Hot-stage Microscopy VT-PXRD TGA-MS, TGA-FTIR etc. Giron D. J of Therm Anal Calori, 2002. 68, 335 Pharmaceutical Solid Form Screening, Characterization, and Selection 77 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 78. Solid Form Characterization (Moisture Sorption) Determine moisture uptake at various water activity / Relative humidity Sorption Isotherm Types A A: monolayer adsorption B: multi-layer adsorption B C: deliquescence C Pharmaceutical Solid Form Screening, Characterization, and Selection 78 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 79. Solid Form Characterization (Moisture Sorption) Monitor formation of hydrates (Nedocromil Sodium) Sorption: <10%RH : monohydrate 10% - 90%RH: Trihydrate >90%RH: Heptahemi-hydrate Desorption: >10%RH: Heptahemi-hydrate <10%RH: monohydrate Pharmaceutical Solid Form Screening, Characterization, and Selection 79 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 80. Solid Form Development Work Flow Hit Identification Crystallization of Parent Manual salt/co-crystal screening Hit Scale-Up Thermodynamically most stable form of hits Lead Identification Single Detailed SS characterization Crystal Structure Lead Scale-Up Lead Verification Pharmaceutical Evaluation Manufacturability Evaluation Solid Form Selection Polymorph Screening Pharmaceutical Solid Form Screening, Characterization, and Selection 80 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 81. Solid State Selection • Solid state PXRD Moisture sorption DSC isotherm – is highly crystalline Polymorph, solvate, – is not hygroscopic (<2% weight across 0-80% RH) hydrate screening and characterization – has a melting point > 150 °C DSC – does not exhibit complex polymorphic behavior or solvate formation – does not have a labile hydrate TGA – is physically stable In vitro: solubility, Stable at ambient dissolution, physical conditions stability in suspension • Pharmaceutical In vivo (animal) – is bioavailable (sufficient dissolution rate/solubility) – is chemically stable Screen solvents for solubility Accelerated Evaluate feasibility at smaller scale stability Initial assessment of control: induction time, • Manufacturing desupersaturation rate, size and distribution – Can be prepared in large scale with robust stoichiometric control and acceptable yield, volume, and purity (chemical and physical) – does not exhibit a strongly anisotropic morphology (needle/flask) Pharmaceutical Solid Form Screening, Characterization, and Selection 81 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 82. Decision Making (Solid From Selection) Stability Cross-functional Decision Some key properties are inter-related Hygroscopicity Crystallinity • Crystallinity & Hygroscopcity Certain properties have higher priority Apparent Solubility • Chemical stability v.s. Polymorphism Dissolution Rate Project/Compound specific properties • Dissolution enhancement (insoluble API) • Chemical stability (strong amines) Candidates with good properties all-around is a “no-brainer”. But, Balancing/compromising is often required • “Must have” vs. “nice to have” • Formulation/delivery: parent vs. salt Pharmaceutical Solid Form Screening, Characterization, and Selection 82 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012
  • 83. Approaches: Early vs. Late How early is early? • Before the nomination of the development candidate Pros and Cons • Pros (Early) – less likely to switch salt during later development – better definition of formulation approach at candidate nomination – likely to enable fast formulation development • Cons (Early) – Resources could be “wasted” – Less flexibility in formulation design and process selection Pharmaceutical Solid Form Screening, Characterization, and Selection 83 Enhancing Drug Bioavailability and Solubility, Boston, MA, Jan. 25 - 26, 2012