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DIFFERENTIAL POTENTIOMETRY AND
DIFFERENTIAL DYNAMIC RESPONSE WITH ION
  SELECTIVE ELECTRODES: APPLICATION TO
  CYCLODEXTRINE-BASED DRUG SELECTIVE
               ELECTRODES

María Cuartero, Joaquín A. Ortuño and MªSoledad García
      Cuartero

         MÉTODOS AUTOMÁTICOS DE ANÁLISIS. SENSORES QUÍMICOS
          “AUTOMATIC METHODS OF ANALYSIS. CHEMICAL SENSORS”
                 Department of Analytical Chemistry. Faculty of Chemistry
                                      University of Murcia. Murcia. Spain
ION-SELECTIVE ELECTRODES

Selectivity                               ISEs                            Wide linear range

        Sensitivity                                                 Applications
               Simplicity                                   Rapid response
                               Longterm             Low cost
                                stability



              PLASTICIZED POLYMERIC MEMBRANES

               Plasticizer                                             Ionophore
PVC                                    Ionic additive
The appropriate selection of the components enables the selectivity of the ISE to be controlled.
Response time of the sensor
                                             important


                                                    Practical applications



Dynamic response
    studies        Working mechanism
                                                particulary relevant
     (E vs t)
                                                            Interfering ions




                   Data matrix (E and t)
                               exploited

                                           Qualitative and quantitative
                                                     purposes
SOFTWARE
                                  TWO-ELECTRODE POTENTIOMETRY




             electrode 1

             electrode 2

            reference electrode                                                                        Digital control
                                                                High impedance buffers


The potential difference between two ELECTRODE 1                                                        A/D converter
ISEs are alternatively measured by                                                        Analog
                                                                                         multiplexer   + 16 bits                Controller
means of two analog circuits, a fast
multiplexer and an analog-to digital ELECTRODE 2                                                       -
converter. The potential difference
between both ISEs is obtained by      REFERENCE
                                                                                                           Reference voltage
                                      ELECTRODE                                                                                USB interface
digital substraction of the previous                                                                             2.5 V

recording.
This procedure has the advantage that
not only is the potential difference                                                                                               PC
between two ISEs monitored but also
the potential of each electode.
Two-electrode potentiometry
Two-electrode potentiometry
Two-electrode potentiometry

Electrode 1
Electrode 2
Two-electrode potentiometry

Electrode 1
Electrode 2




                   DIFFE RE NTIA L DYNA MIC RE S PONS E (DDR)
Two-electrodes potentiometry

Electrode 1
Electrode 2




                                              DIFFE RE NTIA L
                                           POTE NTIOME TRY (DP)
                                                 Th e p ote ntial d iffe re nce b e twe e n b oth
                                          e le ctrod e s once th at th e s te ad y-s tate valu e h as
                                                                b e e n attaine d




                   DIFFE RE NTIA L DYNA MIC RE S PONS E (DDR)
alkylated cyclodextrin-based
  drug selective electrodes                     Overall potential response

           OR''
                                                     E (ΔGo, βCD-drug, …)

O                     H
 R'O

             OR
       H          O
                      n
                          n=6  α-CD     The direct transfer of the    Formation constant of
                          n=7  β-CD   ionic drug from water to the   complexes between CD
                          n=8  γ-CD     plasticizer is favourable.    and drug are not very
                                                                               high.
Overall potential response
                                          E (ΔGo, βCD-drug, …)
benzoyl beta-cyclodextrin
       derivative

                              The direct transfer of the    Formation constant of
                            ionic drug from water to the   complexes between CD
                              plasticizer is favourable.    and drug are not very
                                                                    high.
Overall potential response
                                               E (ΔGo, βCD-drug, …)
benzoyl beta-cyclodextrin
       derivative

                                    The direct transfer water-            Not very high
                                  plasticizer is very favourable




                                             Antimalarial
      Antiarrhytmic
                                                    H
                                               HO
           O
                                                          N
                                               H
                         N
                                         O
                                                                Quinine

H2N                Procainamide                     N




                                                                                   N

               H                                          Antidepressant
           H
                     N
          HO

      O
                                                        Clomipramine           N




               N
                     Quinidine
Overall potential response
                                                              E (ΔGo, βCD-drug, …)
      benzoyl beta-cyclodextrin
             derivative

                                                   The direct transfer water-          Not very high
                                                 plasticizer is very favourable


                                     Anesthesics
          H                                                   H
                                                                          Lidocaine
          N
                       N       Bupivacaine                    N       N



              O                                                   O


                                                      O



                                                                                  Antispasmodic
                                                              N
              O                                           O

                           N
                   O                         N
                                             H
                                                                                   O
H2N
                  Procaine                   Tetracaine                                     N
                                                                                   O

                                                                                                  O




                                                                          Papaverine              O
Overall potential response
                                                               E (ΔGo, βCD-drug, …)
      benzoyl beta-cyclodextrin
             derivative

                                                    The direct transfer water-          Not very high
                                                  plasticizer is very favourable


                                      Anesthesics
           H                                                   H
                                                                           Lidocaine
           N
                        N       Bupivacaine                    N       N



               O                                                   O


                                                       O
                                                                                   Antispasmodic
                                                               N
               O
                                                           O

                            N
                                                                                    O
                    O                         N
                                              H

                                                                                              N
H2N
                   Procaine                   Tetracaine                            O

                                                                                                   O



         lipophilic aromatic ring system and a                             Papaverine              O

      nitrogen that can be protonated to provide
                     a cationic drug
Neutral, lipophilic CDs manifest
                                                        Overall potential response
                                                  recognition by three types of interactions:
                                                        E (ΔGo, βCD-drug, βCD-plasticizer…)
      benzoyl beta-cyclodextrin                        conventional hydrophobic bonding
             derivative                               -N-H…O and N-C-H…O hydrogen
                                                                bonding
                                                The direct transfer water-      Not very high
                                                            van der Waals’ forces.
                                              plasticizer is very favourable


                                      Anesthesics
           H                                                   H
                                                                           Lidocaine
           N
                        N       Bupivacaine                    N       N



               O                                                   O


                                                       O
                                                                                  Antispasmodic
                                                               N
               O
                                                           O

                            N
                                                                                   O
                    O                         N
                                              H

                                                                                          N
H2N
                   Procaine                   Tetracaine                           O

                                                                                                  O



         lipophilic aromatic ring system and a                             Papaverine             O

      nitrogen that can be protonated to provide
                     a cationic drug
Neutral, lipophilic CDs manifest
                                        Overall potential response
                                  recognition by three types of interactions:
                                        E (ΔGo, βCD-drug, βCD-plasticizer…)
   benzoyl beta-cyclodextrin           conventional hydrophobic bonding
          derivative                   -N-H…O and N-C-H…O hydrogen
                                                 bonding
                                   The direct transfer water-      Not very high
                                               van der Waals’ forces.
                                 plasticizer is very favourable




ELECTRODE 1                                            ELECTRODE 2
Membrane:
Membrane                                               Blank Membrane:
100 mg Polyvinyl chloride (PVC)
                           PVC       30%               100 mg PVC             33%
200 mg Plasticizer                   60%               200 mg Plasticizer     66%
30 mg Heptakis(2,3,5-tri-O-benzoyl)-β-cyclodextrin     3 mg TFMPB             1%
(β-CD)
 β-CD                              9%
3 mg tetrakis[3,5-bis-(trifluoromethyl)phenyl]borate
(TFMPB)
 TFMPB                                1%
MEMBRANES ASSAYED
                     Membranes     DOS     NPOE      TCP     FNDPE      PVC     TFMB     Β-CD
                     A               -        -        -        66       33       1        -
                     B               -        -        -        60       30       1        9
                     C               -        -       66         -       33       1        -
                     D               -        -       60         -       30       1        9
                     E               -       66        -         -       33       1        -
                     F               -       60        -         -       30       1        9
                     G              66        -        -         -       33       1        -
                     H              60        -        -         -       30       1        9

 dioctyl sebacate (DOS), 2-nitrophenyl octyl ether (NPOE), tricresyl phosphate (TCP), 2-fluoro-2’-nitrodiphenyl
ether (FNDPE), polyvinyl chloride (PVC) , potassium tetrakis[3,5-bis-(trifluoromethyl)phenyl]borate (TFMB) and
                             Heptakis(2,3,5-tri-O-benzoyl)-β-cyclodextrin (β-CD)
MEMBRANES ASSAYED
                     Membranes     DOS     NPOE      TCP     FNDPE      PVC     TFMB     Β-CD
                     A               -        -        -        66       33       1        -
                     B               -        -        -        60       30       1        9
                     C               -        -       66            -    33       1        -
                     D               -        -       60            -    30       1        9
                     E               -       66        -            -    33       1        -
                     F               -       60        -            -    30       1        9
                     G              66        -        -            -    33       1        -
                     H              60        -        -            -    30       1        9

 dioctyl sebacate (DOS), 2-nitrophenyl octyl ether (NPOE), tricresyl phosphate (TCP), 2-fluoro-2’-nitrodiphenyl
ether (FNDPE), polyvinyl chloride (PVC) , potassium tetrakis[3,5-bis-(trifluoromethyl)phenyl]borate (TFMB) and
                             Heptakis(2,3,5-tri-O-benzoyl)-β-cyclodextrin (β-CD)

 Ag-AgCl│KCl (1x10-4 M)│internal solution, 1x10-4 M KCl│PVC membrane│sample solution



Reproducible initial stage                                                    The electrodes were
                                                                            conditioned in deionized
                                                                           water until they reached a
                                                                               constant potential
                                                              H2O
MEMBRANES ASSAYED
                     Membranes     DOS     NPOE       TCP    FNDPE      PVC     TFMB     Β-CD
                     A               -        -         -       66       33       1        -
                     B               -        -         -       60       30       1        9
                     C               -        -        66        -       33       1        -
                     D               -        -        60        -       30       1        9
                     E               -       66         -        -       33       1        -
                     F               -       60         -        -       30       1        9
                     G              66        -         -        -       33       1        -
                     H              60        -         -        -       30       1        9

 dioctyl sebacate (DOS), 2-nitrophenyl octyl ether (NPOE), tricresyl phosphate (TCP), 2-fluoro-2’-nitrodiphenyl
ether (FNDPE), polyvinyl chloride (PVC) , potassium tetrakis[3,5-bis-(trifluoromethyl)phenyl]borate (TFMB) and
                             Heptakis(2,3,5-tri-O-benzoyl)-β-cyclodextrin (β-CD)

 Ag-AgCl│KCl (1x10-4 M)│internal solution, 1x10-4 M KCl│PVC membrane│sample solution


                                                  A flux of potassium ions from the inner solution
Reproducible initial stage                          to the sample solution is established until a
                                                   steady-state concentration profile inside the
                                                  membrane is reached, which is manifested as a
                                                      CONSTANT ELECTRODE POTENTIAL
Concentration perturbation (Input)


                                      Standard addition method
                                     Adding consecutive volumes of
                                      concentrated solution of the
                                             different drugs
Concentration perturbation (Input)


   log C




                                     time
Concentration perturbation (Input)


   log C




                                     time
Concentration perturbation (Input)


   log C




                                       The duration of each step
                                      depended on the electrode
                                      response observed and, in
                                      general, decreased as the
                                     concentration was increased.


                                                  time
CONCENTRATION PROFILES
  SAMPLE                       ION-SELECTIVE MEBRANE                     INTERNAL
 SOLUTION                                                                SOLUTION

                     δaq                   δm

aJ(bulk)

                                        [CD-K]




                                                                                aK
                                        [CD-J]
aK(bulk)                                                                        aD

K= potassium
                           during exposure to the corresponding ionic drug, a flux
J= ionic drug
                           towards the filling solution is established, coupled to a
CD= cyclodextrin
                                 flux of potassium in the opposite direction
δ= diffusion layer
S A MPLE S OLUTION         ME MB RA NE        INTE RNA L S OLUTION


                          CD                                     K+
        J+
                                                K+
 J+
              J+     J+                  J+
                                                     K+
   J+                                                            K+
                     K+                  K+         K+
        J+
              J+                                                  K+
                                               K+
  J+                                                      K+

             J+                                     KCl 10-4 M
DDR of lidocaine (different plasticizers)
             250                                                                                                 60


                                                                                 DOS                             50
                                                                                                                                                                                            TCP
             200

                                                           3
                                                                                                                 40                                          3
             150                                                     4
E1-E2 / mV




                                                                                                   E1-E2 / mV
                                                                                                                 30
                                                                                                                                        2
             100
                                                                                                                                                                                    4
                                                                                                                              1                                                                5 6 7        8
                                                                                                                 20
                                         2
                  50                                                         5
                            1                                                    6                               10
                                                                                      7 8

                  0                                                                                               0
                       0                1000        2000              3000                4000                        0                           1000                       2000                   3000
                                                     t/s                                                                                                                 t/s




                   250                                                                                          250



                   200
                                                           4
                                                                             NPOE                               200                                                      4              FNDPE
                   150
                                                3                                                               150                                      3




                                                                                                   E1-E2 / mV
     E1-E2 / mV




                                                                         5
                   100                                                                                          100



                       50                                                                                       50
                                    2
                                                                                                                          1         2
                                1                                                     6
                                                                                            7 8                   0                                                                     5
                        0                                                                                                                                                                       6
                                                                                                                                                                                                       7 8

                   -50                                                                                          -50
                            0            500        1000             1500            2000                             0           200       400    600       800     1000       1200    1400   1600        1800
                                                               t/s                                                                                                 t/s



                                    (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M
DDR of lidocaine (different plasticizers)
             250                                                                                                 60                                                                                                    The lidocaine
                                                                                 DOS                                                                                                        TCP
             200
                                                                                                                 50
                                                                                                                                                                                                                  concentration at which
                                                                                                                                                                                                                  this inversion occured
                                                          3
                                                                                                                 40                                          3
             150                                                     4
E1-E2 / mV




                                                                                                   E1-E2 / mV
             100
                                                                                                                 30


                                                                                                                              1
                                                                                                                                        2
                                                                                                                                                                                    4
                                                                                                                                                                                               5 6 7        8
                                                                                                                                                                                                                       depend on the
                                                                                                                                                                                                                   plasticizer used. For
                                                                                                                 20
                                         2
                  50                                                         5
                            1                                                    6                               10


                                                                                                                                                                                                                      DOS, NPOE and
                                                                                      7 8

                  0                                                                                               0


                                                                                                                                                                                                                  FNDPE increased with
                       0                1000       2000              3000                 4000                        0                           1000                       2000                   3000
                                                    t/s                                                                                                                  t/s




                   250
                                                                                                                250
                                                                                                                                                                                                                  the dielectric constant
                   200
                                                          4
                                                                             NPOE                               200                                                      4              FNDPE                         (ε=4, 24 and 50
                   150
                                               3
                                                                                                   E1-E2 / mV
                                                                                                                150                                      3                                                             respectively).
     E1-E2 / mV




                                                                         5
                                                                                                                100


                                                                                                                                                                                                                       The potential
                   100



                       50                                                                                       50
                                    2

                                                                                                                                                                                                                   corresponding to the
                                                                                                                          1         2
                                1                                                     6
                                                                                            7 8                   0                                                                     5
                        0                                                                                                                                                                       6
                                                                                                                                                                                                       7 8

                   -50
                            0            500       1000             1500             2000
                                                                                                                -50
                                                                                                                      0           200       400    600       800     1000       1200    1400   1600        1800
                                                                                                                                                                                                                  inversion was roughly
                                                              t/s                                                                                                  t/s
                                                                                                                                                                                                                    the same for these
                                    (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M
                                                                                                                                                                                                                     three plasticizers.
DDR of lidocaine (different plasticizers)
             250                                                                                                 60                                                                                                One drawback of the
                                                                                 DOS                                                                                                        TCP
             200
                                                                                                                 50
                                                                                                                                                                                                                        membranes
                                                                                                                                                                                                                  constructed with DOS,
                                                          3
                                                                                                                 40                                          3
             150                                                     4
E1-E2 / mV




                                                                                                   E1-E2 / mV
             100
                                                                                                                 30


                                                                                                                              1
                                                                                                                                        2
                                                                                                                                                                                    4
                                                                                                                                                                                               5 6 7        8
                                                                                                                                                                                                                   NPOE and FNDPE, is
                                                                                                                                                                                                                   that the response is
                                                                                                                 20
                                         2
                  50                                                         5
                            1                                                    6                               10


                                                                                                                                                                                                                     not reproducible
                                                                                      7 8

                  0                                                                                               0


                                                                                                                                                                                                                  because the membrane
                       0                1000       2000              3000                 4000                        0                           1000                       2000                   3000
                                                    t/s                                                                                                                  t/s




                   250
                                                                                                                250
                                                                                                                                                                                                                  can not be regenerated
                   200
                                                          4
                                                                             NPOE                               200                                                      4              FNDPE                      after a concentration
                   150
                                               3
                                                                                                   E1-E2 / mV
                                                                                                                150                                      3                                                             perturbation.
     E1-E2 / mV




                                                                         5
                   100                                                                                          100



                       50                                                                                       50
                                    2
                                                                                                                          1         2
                                1                                                     6
                                                                                            7 8                   0                                                                     5
                        0                                                                                                                                                                       6
                                                                                                                                                                                                       7 8

                   -50                                                                                          -50
                            0            500       1000             1500             2000                             0           200       400    600       800     1000       1200    1400   1600        1800
                                                              t/s                                                                                                  t/s



                                    (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M




                                                                         DOS, NPOE and FNDPE  none reproducible
                                                                                                  TCP  reproducible
DDR of lidocaine (different plasticizers)
             250                                                                                                 60                                                                                                   In contrast, the
                                                                                 DOS                                                                                                        TCP
             200
                                                                                                                 50
                                                                                                                                                                                                                  membrane constructed
                                                                                                                                                                                                                   with TCP displayed a
                                                          3
                                                                                                                 40                                          3
             150                                                     4
E1-E2 / mV




                                                                                                   E1-E2 / mV
             100
                                                                                                                 30


                                                                                                                              1
                                                                                                                                        2
                                                                                                                                                                                    4
                                                                                                                                                                                               5 6 7        8
                                                                                                                                                                                                                   much lower potential
                                                                                                                                                                                                                      respose but its
                                                                                                                 20
                                         2
                  50                                                         5
                            1                                                    6                               10


                                                                                                                                                                                                                       response was
                                                                                      7 8

                  0                                                                                               0


                                                                                                                                                                                                                       reproducible.
                       0                1000       2000              3000                 4000                        0                           1000                       2000                   3000
                                                    t/s                                                                                                                  t/s




                   250
                                                                                                                250
                                                                                                                                                                                                                  The different behaviour
                                                          4
                                                                             NPOE                                                                                                       FNDPE
                   200                                                                                          200                                                      4
                                                                                                                                                                                                                   displayed by TCP can
                                                                                                                                                                                                                     be explained from
                                               3                                                                150                                      3
                   150
                                                                                                   E1-E2 / mV
     E1-E2 / mV




                                                                         5
                                                                                                                100


                                                                                                                                                                                                                   some results reported
                   100



                       50                                                                                       50
                                    2

                                                                                                                                                                                                                    in the literature that
                                                                                                                          1         2
                                1                                                     6
                                                                                            7 8                   0                                                                     5
                        0                                                                                                                                                                       6
                                                                                                                                                                                                       7 8

                   -50
                            0            500       1000             1500             2000
                                                                                                                -50
                                                                                                                      0           200       400    600       800     1000       1200    1400   1600        1800
                                                                                                                                                                                                                  point to an interaction
                                                              t/s                                                                                                  t/s
                                                                                                                                                                                                                     between TCP and
                                    (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M
                                                                                                                                                                                                                    protonated amines.


                                                                         DOS, NPOE and FNDPE  none reproducible
                                                                                                  TCP  reproducible
DP of lidocaine (different plasticizers)

     Plots of DP versus logarithmic
       concentration of lidocaine


     250



     200
                                                  The response of the
                                              electrode containing CD is
     150                                       higher than the response
                                      DOS
                                      TCP       of the electrode without
                                      NPOE
                                               CD at low concentration,
mV




     100                              FNDPE
                                                 while the response is
                                                 more similar at higher
      50                                             concentrations.


       0



     -50
           -6   -5       -4   -3

                log [L] / M
DDR of different ionic drugs (membranes with TCP)
                 40
                                                                                                                             60


                                                                 PROCAINE
                 30
                                                                                                                             50                                   LIDOCAINE
                 20
                                                                                                                             40
E1-E2 / mV




                                                                                                                E1-E2 / mV
                                                                     3                                                                                      3
                 10                                                                                                          30
                                                                                                                                               2
                                                                                4                                                                                                4
                  0                               2                                                                                    1                                                  5 6 7 8
                                                                                                                             20
                                                                                    5
                                       1                                                 6 7         8
                 -10                                                                                                         10


                 -20                                                                                                          0
                       0                   1000          2000                3000                    4000                          0               1000               2000                  3000
                                                         t/s                                                                                                     t/s

                  60                                                                                                         100



                  50
                                              2           PAPAVERINE                                                         80                           CLORMIPRAMINE
                  40                                                                                                         60




                                                                                                                E1-E2 / mV
    E1-E2 / mV




                                                                                                                                                                      2
                  30                                                                                                         40                                              3
                                                                 3                                                                                                                   4
                                                                         4                                                                                                                  5   6 7
                  20                                                                                                         20                                                                       8
                                                                                    5          6 7                                         1
                                                                                                         8
                               1
                  10                                                                                                           0



                   0
                           0         500          1000    1500           2000           2500             3000                      0               1000          2000                    3000

                                                           t/s                                                                                                  t/s

                                   (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M
DDR of different ionic drugs (membranes with TCP)
                         40
                                                                                                                                      60

                                                                          PROCAINE
                         30
                                                                                                                                      50                                   LIDOCAINE
                         20
                                                                                                                                      40
        E1-E2 / mV




                                                                                                                         E1-E2 / mV
                                                                              3                                                                                      3
                         10                                                                                                           30
                                                                                                                                                        2
                                                                                         4                                                                                                4
                          0                                2                                                                                    1                                                  5 6 7 8
                                                                                                                                      20
                                                                                             5
                                                1                                                 6 7         8
                         -10                                                                                                          10


                         -20                                                                                                           0
                               0                    1000          2000                3000                    4000                          0               1000               2000                  3000
                                                                  t/s                                                                                                     t/s

                          60                                                                                                          100



                          50
                                                       2           PAPAVERINE                                                         80                           CLORMIPRAMINE
                          40                                                                                                          60




                                                                                                                         E1-E2 / mV
            E1-E2 / mV




                                                                                                                                                                               2
                          30                                                                                                          40                                              3
                                                                          3                                                                                                                   4
                                                                                  4                                                                                                                 5    6 7
                          20                                                                                                          20                                                                       8
                                                                                             5          6 7                                         1
                                                                                                                  8
                                       1
                          10                                                                                                           0



                           0
                                   0          500          1000    1500           2000           2500             3000                      0               1000          2000                    3000

                                                                    t/s                                                                                                  t/s

                                           (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M




                 The more lipophilic the ionic drug
(clomipramine>papaverine>lidocaine>procaine), the lower the inversion
         concentration and the higher the inversion potential
DDR of different ionic drugs (membranes with TCP)
                           40
                                                                                                                                        60

                                                                            PROCAINE
                           30
                                                                                                                                        50                                   LIDOCAINE
                           20
                                                                                                                                        40
          E1-E2 / mV




                                                                                                                           E1-E2 / mV
                                                                                3                                                                                      3
                           10                                                                                                           30
                                                                                                                                                          2
                                                                                           4                                                                                                4
                            0                                2                                                                                    1                                                  5 6 7 8
                                                                                                                                        20
                                                                                               5
                                                  1                                                 6 7         8
                           -10                                                                                                          10


                           -20                                                                                                           0
                                 0                    1000          2000                3000                    4000                          0               1000               2000                  3000
                                                                    t/s                                                                                                     t/s

                            60                                                                                                          100



                            50
                                                         2           PAPAVERINE                                                         80                           CLORMIPRAMINE
                            40                                                                                                          60




                                                                                                                           E1-E2 / mV
              E1-E2 / mV




                                                                                                                                                                                 2
                            30                                                                                                          40                                              3
                                                                            3                                                                                                                   4
                                                                                    4                                                                                                                 5    6 7
                            20                                                                                                          20                                                                       8
                                                                                               5          6 7                                         1
                                                                                                                    8
                                         1
                            10                                                                                                           0



                             0
                                     0          500          1000    1500           2000           2500             3000                      0               1000          2000                    3000

                                                                      t/s                                                                                                  t/s

                                             (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M




The different DDR obtained for all the drugs assayed could well be used for
                          qualitative purposes
DP (membranes with TCP)
Plots of DP versus logarithmic concentration of the
           different compounds assayed



     80
                                          Na+
                                          K+
                                          Mg2+
                                          Ca2+
     60                                   NH4+
                                          TEA
                                          Procainamide
                                          Procaine
mV




     40                                   Lidocaine
                                          Tetracaine
                                          Bupivacaine
                                          Quinidina
                                          Quinina
     20                                   Papaverine
                                          Clormipramine




      0


      -10    -8      -6         -4   -2

                  log [C] / M
Concentration concentration
 Perturbation ofperturbation (Input)          The electrode is re-
                                         conditioned in deionised
                                                 water after each
                                       concentration perturbation
log C




                                                    time
Concentration perturbation (Input)          The electrode is re-
                                        conditioned in deionised
                                                water after each
                                      concentration perturbation
log C




                                                   time
DDR of lidocaine (membranes with TCP)



                             1x10-6 M                5x10-6 M                            1x10-5 M
 E1-E2 / mV (1div=5mV)




                                         t / s (1div=50 s)
E1-E2 / mV (1div=20mV)




                              5x10-5 M            1x10-4 M                                  5x10-4 M




                                                                E1-E2 / mV (1div=20mV)




                                         t / s (1div=20 s)
DDR of lidocaine (membranes with TCP)

log C                               mV




                        time                                   time

 CONCENTRATION PERTURBATION                          DDR
        (INPUT=MONOTONIC)
                                           (OUTPUT=NON-MONOTONIC)

This type of signals has been reported for the dynamic response of several
              types of ISEs in the presence of interfiring ions.
DDR of lidocaine (membranes with TCP)
           electrode 1
           electrode 2 (Blank membrane)


     300

                                                          5x10-4 M


     250
                                                                                           1x10-6 M                5x10-6 M                   1x10-5 M

                                                  1x10-4 M
     200




                                                                        /2 -E (1div=5mV)
                                                                          mV E
                                                                            1
                                         5x10-5 M

     150
mV




                                                                                                      t / s (1div=50 s)

                                  1x10-5   M

     100
                           5x10-6 M

                                                                                           5x10-5 M             1x10-4 M                        5x10-4 M
               1x10-6 M
     50
                                                                        /2 -E E
                                                                          mV (1div=20mV)




                                                                                                                          / mV E
                                                                                                                          /2 -E E
                                                                                                                            mV (1div=20mV)
                                                                            1




                                                                                                                             -E (1div=20mV)
                                                                                                                              1
       0

                                                                                                      t / s (1div=20 s)
           0   200   400    600    800     1000    1200   1400   1600

                                    t/s


                                   DR                                                                 DDR
                           (MONOTONIC)                                                           (NON-MONOTONIC)
Calibration graphs for DP and DDR of lidocaine (membranes
                         with TCP)

                                   250



                  B                200
                                                            DDR
                                   150




         A




                              mV
                                   100




                                    50




                                     0
                                                                 CONVENTIONAL
                                                                      DP
                                   -50
                                          -6        -5            -4    -3
  │A│-│B│                                          log [L] / M


                                     E(mV)=724.84+151.44log[L(M)+1.06x10-5]
rather odd signals

             two ionic drug trasport inside the membrane


free ionic drug                        complexed ionic drug



lower concentrations                      higher concentrations



                                   the difussion of CD to the sample
                                  interface is insufficient to complex
                                  all the ionic drug arising from the
                                            sample solution
CONCLUSIONS
I. The new differential dynamic response technique,
   applied to ion-selective electrodes, and exploited here
   for the first time, is a source of signals not usually
   seen that can be useful for quantitative an qualitative
   analysis.




IV.When the DDR is applied to ISEs based on a β-
   cyclodextrin, the ionic drugs assayed seem to be
   transported across the membrane following two
   different processes.
THANK Y OU F OR Y OUR ATTENTION

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Comunicacion oral eseac_2010

  • 1.
  • 2. DIFFERENTIAL POTENTIOMETRY AND DIFFERENTIAL DYNAMIC RESPONSE WITH ION SELECTIVE ELECTRODES: APPLICATION TO CYCLODEXTRINE-BASED DRUG SELECTIVE ELECTRODES María Cuartero, Joaquín A. Ortuño and MªSoledad García Cuartero MÉTODOS AUTOMÁTICOS DE ANÁLISIS. SENSORES QUÍMICOS “AUTOMATIC METHODS OF ANALYSIS. CHEMICAL SENSORS” Department of Analytical Chemistry. Faculty of Chemistry University of Murcia. Murcia. Spain
  • 3. ION-SELECTIVE ELECTRODES Selectivity ISEs Wide linear range Sensitivity Applications Simplicity Rapid response Longterm Low cost stability PLASTICIZED POLYMERIC MEMBRANES Plasticizer Ionophore PVC Ionic additive The appropriate selection of the components enables the selectivity of the ISE to be controlled.
  • 4. Response time of the sensor important Practical applications Dynamic response studies Working mechanism particulary relevant (E vs t) Interfering ions Data matrix (E and t) exploited Qualitative and quantitative purposes
  • 5. SOFTWARE TWO-ELECTRODE POTENTIOMETRY electrode 1 electrode 2 reference electrode Digital control High impedance buffers The potential difference between two ELECTRODE 1 A/D converter ISEs are alternatively measured by Analog multiplexer + 16 bits Controller means of two analog circuits, a fast multiplexer and an analog-to digital ELECTRODE 2 - converter. The potential difference between both ISEs is obtained by REFERENCE Reference voltage ELECTRODE USB interface digital substraction of the previous 2.5 V recording. This procedure has the advantage that not only is the potential difference PC between two ISEs monitored but also the potential of each electode.
  • 9. Two-electrode potentiometry Electrode 1 Electrode 2 DIFFE RE NTIA L DYNA MIC RE S PONS E (DDR)
  • 10. Two-electrodes potentiometry Electrode 1 Electrode 2 DIFFE RE NTIA L POTE NTIOME TRY (DP) Th e p ote ntial d iffe re nce b e twe e n b oth e le ctrod e s once th at th e s te ad y-s tate valu e h as b e e n attaine d DIFFE RE NTIA L DYNA MIC RE S PONS E (DDR)
  • 11. alkylated cyclodextrin-based drug selective electrodes Overall potential response OR'' E (ΔGo, βCD-drug, …) O H R'O OR H O n n=6  α-CD The direct transfer of the Formation constant of n=7  β-CD ionic drug from water to the complexes between CD n=8  γ-CD plasticizer is favourable. and drug are not very high.
  • 12. Overall potential response E (ΔGo, βCD-drug, …) benzoyl beta-cyclodextrin derivative The direct transfer of the Formation constant of ionic drug from water to the complexes between CD plasticizer is favourable. and drug are not very high.
  • 13. Overall potential response E (ΔGo, βCD-drug, …) benzoyl beta-cyclodextrin derivative The direct transfer water- Not very high plasticizer is very favourable Antimalarial Antiarrhytmic H HO O N H N O Quinine H2N Procainamide N N H Antidepressant H N HO O Clomipramine N N Quinidine
  • 14. Overall potential response E (ΔGo, βCD-drug, …) benzoyl beta-cyclodextrin derivative The direct transfer water- Not very high plasticizer is very favourable Anesthesics H H Lidocaine N N Bupivacaine N N O O O Antispasmodic N O O N O N H O H2N Procaine Tetracaine N O O Papaverine O
  • 15. Overall potential response E (ΔGo, βCD-drug, …) benzoyl beta-cyclodextrin derivative The direct transfer water- Not very high plasticizer is very favourable Anesthesics H H Lidocaine N N Bupivacaine N N O O O Antispasmodic N O O N O O N H N H2N Procaine Tetracaine O O lipophilic aromatic ring system and a Papaverine O nitrogen that can be protonated to provide a cationic drug
  • 16. Neutral, lipophilic CDs manifest Overall potential response recognition by three types of interactions: E (ΔGo, βCD-drug, βCD-plasticizer…) benzoyl beta-cyclodextrin  conventional hydrophobic bonding derivative  -N-H…O and N-C-H…O hydrogen bonding The direct transfer water- Not very high  van der Waals’ forces. plasticizer is very favourable Anesthesics H H Lidocaine N N Bupivacaine N N O O O Antispasmodic N O O N O O N H N H2N Procaine Tetracaine O O lipophilic aromatic ring system and a Papaverine O nitrogen that can be protonated to provide a cationic drug
  • 17. Neutral, lipophilic CDs manifest Overall potential response recognition by three types of interactions: E (ΔGo, βCD-drug, βCD-plasticizer…) benzoyl beta-cyclodextrin  conventional hydrophobic bonding derivative  -N-H…O and N-C-H…O hydrogen bonding The direct transfer water- Not very high  van der Waals’ forces. plasticizer is very favourable ELECTRODE 1 ELECTRODE 2 Membrane: Membrane Blank Membrane: 100 mg Polyvinyl chloride (PVC) PVC 30% 100 mg PVC 33% 200 mg Plasticizer 60% 200 mg Plasticizer 66% 30 mg Heptakis(2,3,5-tri-O-benzoyl)-β-cyclodextrin 3 mg TFMPB 1% (β-CD) β-CD 9% 3 mg tetrakis[3,5-bis-(trifluoromethyl)phenyl]borate (TFMPB) TFMPB 1%
  • 18. MEMBRANES ASSAYED Membranes DOS NPOE TCP FNDPE PVC TFMB Β-CD A - - - 66 33 1 - B - - - 60 30 1 9 C - - 66 - 33 1 - D - - 60 - 30 1 9 E - 66 - - 33 1 - F - 60 - - 30 1 9 G 66 - - - 33 1 - H 60 - - - 30 1 9 dioctyl sebacate (DOS), 2-nitrophenyl octyl ether (NPOE), tricresyl phosphate (TCP), 2-fluoro-2’-nitrodiphenyl ether (FNDPE), polyvinyl chloride (PVC) , potassium tetrakis[3,5-bis-(trifluoromethyl)phenyl]borate (TFMB) and Heptakis(2,3,5-tri-O-benzoyl)-β-cyclodextrin (β-CD)
  • 19. MEMBRANES ASSAYED Membranes DOS NPOE TCP FNDPE PVC TFMB Β-CD A - - - 66 33 1 - B - - - 60 30 1 9 C - - 66 - 33 1 - D - - 60 - 30 1 9 E - 66 - - 33 1 - F - 60 - - 30 1 9 G 66 - - - 33 1 - H 60 - - - 30 1 9 dioctyl sebacate (DOS), 2-nitrophenyl octyl ether (NPOE), tricresyl phosphate (TCP), 2-fluoro-2’-nitrodiphenyl ether (FNDPE), polyvinyl chloride (PVC) , potassium tetrakis[3,5-bis-(trifluoromethyl)phenyl]borate (TFMB) and Heptakis(2,3,5-tri-O-benzoyl)-β-cyclodextrin (β-CD) Ag-AgCl│KCl (1x10-4 M)│internal solution, 1x10-4 M KCl│PVC membrane│sample solution Reproducible initial stage The electrodes were conditioned in deionized water until they reached a constant potential H2O
  • 20. MEMBRANES ASSAYED Membranes DOS NPOE TCP FNDPE PVC TFMB Β-CD A - - - 66 33 1 - B - - - 60 30 1 9 C - - 66 - 33 1 - D - - 60 - 30 1 9 E - 66 - - 33 1 - F - 60 - - 30 1 9 G 66 - - - 33 1 - H 60 - - - 30 1 9 dioctyl sebacate (DOS), 2-nitrophenyl octyl ether (NPOE), tricresyl phosphate (TCP), 2-fluoro-2’-nitrodiphenyl ether (FNDPE), polyvinyl chloride (PVC) , potassium tetrakis[3,5-bis-(trifluoromethyl)phenyl]borate (TFMB) and Heptakis(2,3,5-tri-O-benzoyl)-β-cyclodextrin (β-CD) Ag-AgCl│KCl (1x10-4 M)│internal solution, 1x10-4 M KCl│PVC membrane│sample solution A flux of potassium ions from the inner solution Reproducible initial stage to the sample solution is established until a steady-state concentration profile inside the membrane is reached, which is manifested as a CONSTANT ELECTRODE POTENTIAL
  • 21. Concentration perturbation (Input) Standard addition method Adding consecutive volumes of concentrated solution of the different drugs
  • 24. Concentration perturbation (Input) log C The duration of each step depended on the electrode response observed and, in general, decreased as the concentration was increased. time
  • 25. CONCENTRATION PROFILES SAMPLE ION-SELECTIVE MEBRANE INTERNAL SOLUTION SOLUTION δaq δm aJ(bulk) [CD-K] aK [CD-J] aK(bulk) aD K= potassium during exposure to the corresponding ionic drug, a flux J= ionic drug towards the filling solution is established, coupled to a CD= cyclodextrin flux of potassium in the opposite direction δ= diffusion layer
  • 26. S A MPLE S OLUTION ME MB RA NE INTE RNA L S OLUTION CD K+ J+ K+ J+ J+ J+ J+ K+ J+ K+ K+ K+ K+ J+ J+ K+ K+ J+ K+ J+ KCl 10-4 M
  • 27. DDR of lidocaine (different plasticizers) 250 60 DOS 50 TCP 200 3 40 3 150 4 E1-E2 / mV E1-E2 / mV 30 2 100 4 1 5 6 7 8 20 2 50 5 1 6 10 7 8 0 0 0 1000 2000 3000 4000 0 1000 2000 3000 t/s t/s 250 250 200 4 NPOE 200 4 FNDPE 150 3 150 3 E1-E2 / mV E1-E2 / mV 5 100 100 50 50 2 1 2 1 6 7 8 0 5 0 6 7 8 -50 -50 0 500 1000 1500 2000 0 200 400 600 800 1000 1200 1400 1600 1800 t/s t/s (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M
  • 28. DDR of lidocaine (different plasticizers) 250 60 The lidocaine DOS TCP 200 50 concentration at which this inversion occured 3 40 3 150 4 E1-E2 / mV E1-E2 / mV 100 30 1 2 4 5 6 7 8 depend on the plasticizer used. For 20 2 50 5 1 6 10 DOS, NPOE and 7 8 0 0 FNDPE increased with 0 1000 2000 3000 4000 0 1000 2000 3000 t/s t/s 250 250 the dielectric constant 200 4 NPOE 200 4 FNDPE (ε=4, 24 and 50 150 3 E1-E2 / mV 150 3 respectively). E1-E2 / mV 5 100 The potential 100 50 50 2 corresponding to the 1 2 1 6 7 8 0 5 0 6 7 8 -50 0 500 1000 1500 2000 -50 0 200 400 600 800 1000 1200 1400 1600 1800 inversion was roughly t/s t/s the same for these (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M three plasticizers.
  • 29. DDR of lidocaine (different plasticizers) 250 60 One drawback of the DOS TCP 200 50 membranes constructed with DOS, 3 40 3 150 4 E1-E2 / mV E1-E2 / mV 100 30 1 2 4 5 6 7 8 NPOE and FNDPE, is that the response is 20 2 50 5 1 6 10 not reproducible 7 8 0 0 because the membrane 0 1000 2000 3000 4000 0 1000 2000 3000 t/s t/s 250 250 can not be regenerated 200 4 NPOE 200 4 FNDPE after a concentration 150 3 E1-E2 / mV 150 3 perturbation. E1-E2 / mV 5 100 100 50 50 2 1 2 1 6 7 8 0 5 0 6 7 8 -50 -50 0 500 1000 1500 2000 0 200 400 600 800 1000 1200 1400 1600 1800 t/s t/s (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M DOS, NPOE and FNDPE  none reproducible TCP  reproducible
  • 30. DDR of lidocaine (different plasticizers) 250 60 In contrast, the DOS TCP 200 50 membrane constructed with TCP displayed a 3 40 3 150 4 E1-E2 / mV E1-E2 / mV 100 30 1 2 4 5 6 7 8 much lower potential respose but its 20 2 50 5 1 6 10 response was 7 8 0 0 reproducible. 0 1000 2000 3000 4000 0 1000 2000 3000 t/s t/s 250 250 The different behaviour 4 NPOE FNDPE 200 200 4 displayed by TCP can be explained from 3 150 3 150 E1-E2 / mV E1-E2 / mV 5 100 some results reported 100 50 50 2 in the literature that 1 2 1 6 7 8 0 5 0 6 7 8 -50 0 500 1000 1500 2000 -50 0 200 400 600 800 1000 1200 1400 1600 1800 point to an interaction t/s t/s between TCP and (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M protonated amines. DOS, NPOE and FNDPE  none reproducible TCP  reproducible
  • 31. DP of lidocaine (different plasticizers) Plots of DP versus logarithmic concentration of lidocaine 250 200 The response of the electrode containing CD is 150 higher than the response DOS TCP of the electrode without NPOE CD at low concentration, mV 100 FNDPE while the response is more similar at higher 50 concentrations. 0 -50 -6 -5 -4 -3 log [L] / M
  • 32. DDR of different ionic drugs (membranes with TCP) 40 60 PROCAINE 30 50 LIDOCAINE 20 40 E1-E2 / mV E1-E2 / mV 3 3 10 30 2 4 4 0 2 1 5 6 7 8 20 5 1 6 7 8 -10 10 -20 0 0 1000 2000 3000 4000 0 1000 2000 3000 t/s t/s 60 100 50 2 PAPAVERINE 80 CLORMIPRAMINE 40 60 E1-E2 / mV E1-E2 / mV 2 30 40 3 3 4 4 5 6 7 20 20 8 5 6 7 1 8 1 10 0 0 0 500 1000 1500 2000 2500 3000 0 1000 2000 3000 t/s t/s (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M
  • 33. DDR of different ionic drugs (membranes with TCP) 40 60 PROCAINE 30 50 LIDOCAINE 20 40 E1-E2 / mV E1-E2 / mV 3 3 10 30 2 4 4 0 2 1 5 6 7 8 20 5 1 6 7 8 -10 10 -20 0 0 1000 2000 3000 4000 0 1000 2000 3000 t/s t/s 60 100 50 2 PAPAVERINE 80 CLORMIPRAMINE 40 60 E1-E2 / mV E1-E2 / mV 2 30 40 3 3 4 4 5 6 7 20 20 8 5 6 7 1 8 1 10 0 0 0 500 1000 1500 2000 2500 3000 0 1000 2000 3000 t/s t/s (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M The more lipophilic the ionic drug (clomipramine>papaverine>lidocaine>procaine), the lower the inversion concentration and the higher the inversion potential
  • 34. DDR of different ionic drugs (membranes with TCP) 40 60 PROCAINE 30 50 LIDOCAINE 20 40 E1-E2 / mV E1-E2 / mV 3 3 10 30 2 4 4 0 2 1 5 6 7 8 20 5 1 6 7 8 -10 10 -20 0 0 1000 2000 3000 4000 0 1000 2000 3000 t/s t/s 60 100 50 2 PAPAVERINE 80 CLORMIPRAMINE 40 60 E1-E2 / mV E1-E2 / mV 2 30 40 3 3 4 4 5 6 7 20 20 8 5 6 7 1 8 1 10 0 0 0 500 1000 1500 2000 2500 3000 0 1000 2000 3000 t/s t/s (1) 0 M, (2) 1x10-6 M, (3) 5x10-6 M, (4) 1x10-5 M, (5) 5x10-5 M, (6) 1x10-4 M, (7) 5x10-4 M, (8) 1x10-3 M The different DDR obtained for all the drugs assayed could well be used for qualitative purposes
  • 35. DP (membranes with TCP) Plots of DP versus logarithmic concentration of the different compounds assayed 80 Na+ K+ Mg2+ Ca2+ 60 NH4+ TEA Procainamide Procaine mV 40 Lidocaine Tetracaine Bupivacaine Quinidina Quinina 20 Papaverine Clormipramine 0 -10 -8 -6 -4 -2 log [C] / M
  • 36. Concentration concentration Perturbation ofperturbation (Input) The electrode is re- conditioned in deionised water after each concentration perturbation log C time
  • 37. Concentration perturbation (Input) The electrode is re- conditioned in deionised water after each concentration perturbation log C time
  • 38. DDR of lidocaine (membranes with TCP) 1x10-6 M 5x10-6 M 1x10-5 M E1-E2 / mV (1div=5mV) t / s (1div=50 s) E1-E2 / mV (1div=20mV) 5x10-5 M 1x10-4 M 5x10-4 M E1-E2 / mV (1div=20mV) t / s (1div=20 s)
  • 39. DDR of lidocaine (membranes with TCP) log C mV time time CONCENTRATION PERTURBATION DDR (INPUT=MONOTONIC) (OUTPUT=NON-MONOTONIC) This type of signals has been reported for the dynamic response of several types of ISEs in the presence of interfiring ions.
  • 40. DDR of lidocaine (membranes with TCP) electrode 1 electrode 2 (Blank membrane) 300 5x10-4 M 250 1x10-6 M 5x10-6 M 1x10-5 M 1x10-4 M 200 /2 -E (1div=5mV) mV E 1 5x10-5 M 150 mV t / s (1div=50 s) 1x10-5 M 100 5x10-6 M 5x10-5 M 1x10-4 M 5x10-4 M 1x10-6 M 50 /2 -E E mV (1div=20mV) / mV E /2 -E E mV (1div=20mV) 1 -E (1div=20mV) 1 0 t / s (1div=20 s) 0 200 400 600 800 1000 1200 1400 1600 t/s DR DDR (MONOTONIC) (NON-MONOTONIC)
  • 41. Calibration graphs for DP and DDR of lidocaine (membranes with TCP) 250 B 200 DDR 150 A mV 100 50 0 CONVENTIONAL DP -50 -6 -5 -4 -3 │A│-│B│ log [L] / M E(mV)=724.84+151.44log[L(M)+1.06x10-5]
  • 42. rather odd signals two ionic drug trasport inside the membrane free ionic drug complexed ionic drug lower concentrations higher concentrations the difussion of CD to the sample interface is insufficient to complex all the ionic drug arising from the sample solution
  • 43. CONCLUSIONS I. The new differential dynamic response technique, applied to ion-selective electrodes, and exploited here for the first time, is a source of signals not usually seen that can be useful for quantitative an qualitative analysis. IV.When the DDR is applied to ISEs based on a β- cyclodextrin, the ionic drugs assayed seem to be transported across the membrane following two different processes.
  • 44. THANK Y OU F OR Y OUR ATTENTION