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©2016 IDBS, Confidential
Preclinical Development
Dr. Paul Denny-Gouldson
VP, Strategic Solutions
IDBS
©2016 IDBS, Confidential
Wherever you want to go,
key drivers will influence your route…
 Accelerated innovation –
and more of it
 Products to market faster
 Improved margins
©2016 IDBS, Confidential
CMC
A Strategic vision and Solution
Integrated R&D&O Data, Process and Knowledge Management for Pharma
Process
Chemistry &
Isotope
Production
Formulation
(GxP)
Analytical
Dev & Stab
Testing (GxP)
BioAnalysis
(GLP)
Metabolite
ID
Material
Sciences
Pharmacology
& Safety
Pharmacokinetics
Drug
Metabolism
Pilot
Manufacturing
Lead
Optimization
Target ID
and
Mechanism
Lead ID and Med
Chem
Development
Manufac
Disease
Pathways
OperationsResearch
©2016 IDBS, Confidential
An IDBS Preclinical Solution
Integrated preclinical development Data and Knowledge
Management environment
Process
Chemistry &
Isotope
Production
Formulation
(GLP)
Analytical &
Stability
Testing (GLP)
BioAnalysis
(GLP)
Metabolite
ID
Material
Sciences
Pharmacology
& Safety
Pharmacokinetics
Drug
Metabolism
©2016 IDBS, Confidential
The goal is to build an R&D data value chain
5
©2016 IDBS, Confidential
Master
Request
List
(Excel)
Drug Metabolism – Current State
Test
Request
Sequence
(Text)
Customer Assay Testing Lab
Instrument
Test
RequestTest
RequestTest
Request
Assay Setup
(Excel)
Analysis
(Stats
Package)
Summary
(Excel)
Compound
Details
Data
Warehouse
Queries
Repor
t
Repor
t
Repor
tReport
Manual
sequence
creation
Copy & paste
data; manual
analysis
Manually load
data to
warehouse
Manually split data
into separate reports
by project or
customer
Email
Email
Communication done predominantly
by email & sending files
Fetching
compound
details
Optimizing assay usage by
combining multiple requests
Manual Step:
Copy & Paste
or Email
©2016 IDBS, Confidential
Drug Metabolism –
Streamlined Workflow
Test
Request
Customer Assay Testing Lab
Instrument
Test
RequestTest
RequestTest
Request
IDBS Assay
Record
(from
template)
Compound
Details
Data
Warehouse
Queries
Repor
t
Repor
t
Repor
tReport
Automated
data load and
analysis
Automated loading of
results to warehouse
on publishing
Communication is orchestrated
through task system: allowing alerts,
emails, scheduling and updates
Direct integration
with inventory
Support for splitting or combining requests and
assigning compounds to specific tests
Master
Request
Queue
Queries
Data reported by
project/customer or other means
using queries and automated
reports
Assay
Parameters
Sequence
Data
Analysis &
Results
Automated
sequence
creation
©2016 IDBS, Confidential
Some examples of what people already do
Class Assay/Workflow
Pharmacokinetics Study Design
Dosing and Sample Collection
Solution/Standards Preparation
Worklist and Instrument Interfacing
Non-Compartmental Analysis
Cassette Studies
Tissue Uptake
Inhibition CYP
TDI Screen
BCRP
PGP
MRP-2
reversible/irreversible
Induction Hepatocyte
in vitro, ex vivo
RGA/PXR
Stability Hepatocyte
liver microsomes
rCYP
Class Assay/Workflow
Metabolic ID Complete
in vitro
In vitro HT
animal ADME
human ADME
Transport/Uptake OAT
B-Clear
CACO
MDCK-PCRP
Ki determination
Km/Vmax
unidirection/bidirectional
Solubility
Protein Binding Covalent Binding
adduct formation
Equilibrium dialysis
Blood:Plasma Ratio
©2016 IDBS, Confidential
Pharmacokinetics – Current State
Test
Request
Study Plan
(Word)
Test
Request
Sample
Collection
(Excel)
Sequence
(Excel/Text)
Customer
Animal
Technician
Study
Director Bio analyst
Mass
Spec
Report
(Word)
QA
Analysis is done
by hand or copied
to/from external
application
Manual sequence
creation
Email
Email
Email EmailEmail
Communication done predominantly
by email & sending files
Content in report
must be traced back
to source records
Report is manually
created from results file Analysis
(Excel/WNL)
Manual Step:
Copy & Paste
or Email
©2016 IDBS, Confidential
Pharmacokinetics –
Streamlined Workflow
Test
Request
Study
Plan
Sample
Collection
Sequence
Customer
Animal
Technician
Study
Director
Bioanalyst
Mass
Spec
Analysis
Report
(Word)
QA
Data is imported
and analysis is
automatically
completed
Query
Optimized sequence is
generated by query for
samples associated
with study
Quer
y
Task
s
Communication is orchestrated
through task system: allowing alerts,
emails, scheduling and updates
Review is minimal as
analysis and report are
system generated.
Approval tracked using
task system
Word Report is generated
automatically using
Export to Word features
Quer
y
Optimized dosing and
sampling schedule
automatically created
after querying system
for study plan info
Test
Request
©2016 IDBS, Confidential
PKPD Challenges
Results from different
experiments/assays to be easily
queried and rapidly combined for
meta analysis and/or trending
 Coordinating PK and PD studies can be
tough!
 Merging datasets is time consuming and
error prone
 PKPD throughput is constrained
©2016 IDBS, Confidential
PKPD – Current State
Efficacy (PD) Study
Collect Samples
Bioanalysis (PK) Study
Import Sample
Information
Collect
Measurement
Data
Collect PK Data
Send PK
Request
Sample
Info
Create Report
PK
Results
Create Report
Load data to
warehouse
PKPD Modeler
Merge PD+PK data
per sample
Massage data to
load into modeling
tool (e.g. NONMEM)
Manual Step:
Copy & Paste
or Email
Requests are sent, typically via
email, often with incomplete
information
Data are reported in
multiple formats often
without full sample
information
Summary reports
are manually
created in Word,
Excel or PPT Report
Manually load
data to
warehouse
Merging the data and
preparing it for analysis is by
hand. Very time consuming
and error prone
©2016 IDBS, Confidential
Efficacy (PD) Study Bioanalysis (PK) Study
PKPD Modeler
PKPD – Streamlined Workflow
Collect Samples Import Sample
Information
Collect
Measurement
data
Collect PK data
Send PK
Request
Sample
Info
Create Report
PK
Results
Create Report
Merge PD+PK data
per sample
Massage data to
load into modeling
tool (e.g. NONMEM)
Test Requesting orchestrates
requesting and scheduling
process
Data can be
transmitted via the
database and retrieved
using a query
Data can be easily
merged with a query,
reducing errors
Summary reports can
be automatically
generated
Report
Data can be
analyzed/visualized
within the system
automatically, or
formatted ready for
export
Key results can
be automatically
loaded to data
warehouse
Load data to
warehouse
Load data to
warehouse
©2016 IDBS, Confidential
Bioanalysis - Going beyond the basics
 Insight into what else IDBS can provide as part of a BA
solution
• Watson / No Watson?
• Reagents
• Equipment
• Deviation Management
14
©2016 IDBS, Confidential
Certificate of
Analysis
Registration of critical
COA related data.
pH Meter Calibration
pH Meter Calibration data
management.
Matrix Lot
Registration of
Matrices and
management of
pooling information.
Standard and QC Prep
Tracking of relevant
information from preparation
of Standards and QCs.
Common Reagent
Tracking of relevant
information from
preparation of common
reagents.
Stock Solution
Tracking of relevant
information from
stock solution
creation.
Balance Check
Process to ensure
balances function within
expected limits.
Sample Analysis
Collection of analytical run
related data from
production, method
validation, qualification or
mandatory repeat runs.
Sample Handling
Manage the logistics
around registering sample
handling, sample
shipment discrepancies
and sample disposal.
Bioanalysis – the bit not in a LIMS
©2016 IDBS, Confidential
Formulations challenges
 Have we made this before – I cannot find any information on a given
formulation as all the data is in excel / local databases
 What was done to this formulation compared to another one – we want
to reduce the amount of repeat work and testing of known failed
formulations
 Can we correlate the change in formulation with a change in property –
link downstream testing data with a formulation
 GLP and non GLP means I have to track everything and in paper it is
really difficult
 Sharing data with other groups – PK need to know stuff as do analytical
but I spend all my time writing reports and re-working data
©2016 IDBS, Confidential
An IDBS Preclinical Solution
Integrated preclinical development Data and Knowledge
Management environment
Process
Chemistry &
Isotope
Production
Formulation
(GLP)
Analytical &
Stability
Testing (GLP)
BioAnalysis
(GLP)
Metabolite
ID
Material
Sciences
Pharmacology
& Safety
Pharmacokinetics
Drug
Metabolism
©2016 IDBS, Confidential
But - What else is happening in the market
 Constant pressure on preclinical to be more efficient and
productive
 Outsourcing / externalization of preclinical work is growing
 But the requirements for accessible and good data is always
there
©2016 IDBS, Confidential
CRO 1
CRO 2
CRO 3
CRO 4
Internal
Internal
Internal
Internal
Internal
©2016 IDBS, Confidential
©2016 IDBS, Confidential
Why IDBS? Domain Experience
Company What we do
US Pharma IDBS (Global) PK,PD,BT,BA, Pre Formulations
Japanese Pharma IDBS (Global) PK
US Pharma IDBS (Global) PK,PD,BA
EU/US Pharma IDBS (Global) PD, DM, PK, BA, Pre Formulations, GLP
US Pharma IDBS PK
EU/US Pharma IDBS (Global) PD, DM, PK, BA, Pre Formulations, GLP
EU Pharma IDBS (Global) PK, BA GLP
EU Pharma IDBS BA GLP
US CRO IDBS BA, GLP
US Pharma Global Research and Pre Clinical
US Pharma DM, PK
EU/US Pharma Oncology Vitro + Vivo
US CRO IDBS (BioA, PK)
©2016 IDBS, Confidential
For further information view our website: www.idbs.com or email: info@idbs.com
Join the Community
Twitter: @IDBSsoftware
Blog.idbs.com
Google+: IDBSsoftware
SlideShare: IDBS
LinkedIn: IDBS

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Preclinical development in the current Pharmaceutical space

  • 1. ©2016 IDBS, Confidential Preclinical Development Dr. Paul Denny-Gouldson VP, Strategic Solutions IDBS
  • 2. ©2016 IDBS, Confidential Wherever you want to go, key drivers will influence your route…  Accelerated innovation – and more of it  Products to market faster  Improved margins
  • 3. ©2016 IDBS, Confidential CMC A Strategic vision and Solution Integrated R&D&O Data, Process and Knowledge Management for Pharma Process Chemistry & Isotope Production Formulation (GxP) Analytical Dev & Stab Testing (GxP) BioAnalysis (GLP) Metabolite ID Material Sciences Pharmacology & Safety Pharmacokinetics Drug Metabolism Pilot Manufacturing Lead Optimization Target ID and Mechanism Lead ID and Med Chem Development Manufac Disease Pathways OperationsResearch
  • 4. ©2016 IDBS, Confidential An IDBS Preclinical Solution Integrated preclinical development Data and Knowledge Management environment Process Chemistry & Isotope Production Formulation (GLP) Analytical & Stability Testing (GLP) BioAnalysis (GLP) Metabolite ID Material Sciences Pharmacology & Safety Pharmacokinetics Drug Metabolism
  • 5. ©2016 IDBS, Confidential The goal is to build an R&D data value chain 5
  • 6. ©2016 IDBS, Confidential Master Request List (Excel) Drug Metabolism – Current State Test Request Sequence (Text) Customer Assay Testing Lab Instrument Test RequestTest RequestTest Request Assay Setup (Excel) Analysis (Stats Package) Summary (Excel) Compound Details Data Warehouse Queries Repor t Repor t Repor tReport Manual sequence creation Copy & paste data; manual analysis Manually load data to warehouse Manually split data into separate reports by project or customer Email Email Communication done predominantly by email & sending files Fetching compound details Optimizing assay usage by combining multiple requests Manual Step: Copy & Paste or Email
  • 7. ©2016 IDBS, Confidential Drug Metabolism – Streamlined Workflow Test Request Customer Assay Testing Lab Instrument Test RequestTest RequestTest Request IDBS Assay Record (from template) Compound Details Data Warehouse Queries Repor t Repor t Repor tReport Automated data load and analysis Automated loading of results to warehouse on publishing Communication is orchestrated through task system: allowing alerts, emails, scheduling and updates Direct integration with inventory Support for splitting or combining requests and assigning compounds to specific tests Master Request Queue Queries Data reported by project/customer or other means using queries and automated reports Assay Parameters Sequence Data Analysis & Results Automated sequence creation
  • 8. ©2016 IDBS, Confidential Some examples of what people already do Class Assay/Workflow Pharmacokinetics Study Design Dosing and Sample Collection Solution/Standards Preparation Worklist and Instrument Interfacing Non-Compartmental Analysis Cassette Studies Tissue Uptake Inhibition CYP TDI Screen BCRP PGP MRP-2 reversible/irreversible Induction Hepatocyte in vitro, ex vivo RGA/PXR Stability Hepatocyte liver microsomes rCYP Class Assay/Workflow Metabolic ID Complete in vitro In vitro HT animal ADME human ADME Transport/Uptake OAT B-Clear CACO MDCK-PCRP Ki determination Km/Vmax unidirection/bidirectional Solubility Protein Binding Covalent Binding adduct formation Equilibrium dialysis Blood:Plasma Ratio
  • 9. ©2016 IDBS, Confidential Pharmacokinetics – Current State Test Request Study Plan (Word) Test Request Sample Collection (Excel) Sequence (Excel/Text) Customer Animal Technician Study Director Bio analyst Mass Spec Report (Word) QA Analysis is done by hand or copied to/from external application Manual sequence creation Email Email Email EmailEmail Communication done predominantly by email & sending files Content in report must be traced back to source records Report is manually created from results file Analysis (Excel/WNL) Manual Step: Copy & Paste or Email
  • 10. ©2016 IDBS, Confidential Pharmacokinetics – Streamlined Workflow Test Request Study Plan Sample Collection Sequence Customer Animal Technician Study Director Bioanalyst Mass Spec Analysis Report (Word) QA Data is imported and analysis is automatically completed Query Optimized sequence is generated by query for samples associated with study Quer y Task s Communication is orchestrated through task system: allowing alerts, emails, scheduling and updates Review is minimal as analysis and report are system generated. Approval tracked using task system Word Report is generated automatically using Export to Word features Quer y Optimized dosing and sampling schedule automatically created after querying system for study plan info Test Request
  • 11. ©2016 IDBS, Confidential PKPD Challenges Results from different experiments/assays to be easily queried and rapidly combined for meta analysis and/or trending  Coordinating PK and PD studies can be tough!  Merging datasets is time consuming and error prone  PKPD throughput is constrained
  • 12. ©2016 IDBS, Confidential PKPD – Current State Efficacy (PD) Study Collect Samples Bioanalysis (PK) Study Import Sample Information Collect Measurement Data Collect PK Data Send PK Request Sample Info Create Report PK Results Create Report Load data to warehouse PKPD Modeler Merge PD+PK data per sample Massage data to load into modeling tool (e.g. NONMEM) Manual Step: Copy & Paste or Email Requests are sent, typically via email, often with incomplete information Data are reported in multiple formats often without full sample information Summary reports are manually created in Word, Excel or PPT Report Manually load data to warehouse Merging the data and preparing it for analysis is by hand. Very time consuming and error prone
  • 13. ©2016 IDBS, Confidential Efficacy (PD) Study Bioanalysis (PK) Study PKPD Modeler PKPD – Streamlined Workflow Collect Samples Import Sample Information Collect Measurement data Collect PK data Send PK Request Sample Info Create Report PK Results Create Report Merge PD+PK data per sample Massage data to load into modeling tool (e.g. NONMEM) Test Requesting orchestrates requesting and scheduling process Data can be transmitted via the database and retrieved using a query Data can be easily merged with a query, reducing errors Summary reports can be automatically generated Report Data can be analyzed/visualized within the system automatically, or formatted ready for export Key results can be automatically loaded to data warehouse Load data to warehouse Load data to warehouse
  • 14. ©2016 IDBS, Confidential Bioanalysis - Going beyond the basics  Insight into what else IDBS can provide as part of a BA solution • Watson / No Watson? • Reagents • Equipment • Deviation Management 14
  • 15. ©2016 IDBS, Confidential Certificate of Analysis Registration of critical COA related data. pH Meter Calibration pH Meter Calibration data management. Matrix Lot Registration of Matrices and management of pooling information. Standard and QC Prep Tracking of relevant information from preparation of Standards and QCs. Common Reagent Tracking of relevant information from preparation of common reagents. Stock Solution Tracking of relevant information from stock solution creation. Balance Check Process to ensure balances function within expected limits. Sample Analysis Collection of analytical run related data from production, method validation, qualification or mandatory repeat runs. Sample Handling Manage the logistics around registering sample handling, sample shipment discrepancies and sample disposal. Bioanalysis – the bit not in a LIMS
  • 16. ©2016 IDBS, Confidential Formulations challenges  Have we made this before – I cannot find any information on a given formulation as all the data is in excel / local databases  What was done to this formulation compared to another one – we want to reduce the amount of repeat work and testing of known failed formulations  Can we correlate the change in formulation with a change in property – link downstream testing data with a formulation  GLP and non GLP means I have to track everything and in paper it is really difficult  Sharing data with other groups – PK need to know stuff as do analytical but I spend all my time writing reports and re-working data
  • 17. ©2016 IDBS, Confidential An IDBS Preclinical Solution Integrated preclinical development Data and Knowledge Management environment Process Chemistry & Isotope Production Formulation (GLP) Analytical & Stability Testing (GLP) BioAnalysis (GLP) Metabolite ID Material Sciences Pharmacology & Safety Pharmacokinetics Drug Metabolism
  • 18. ©2016 IDBS, Confidential But - What else is happening in the market  Constant pressure on preclinical to be more efficient and productive  Outsourcing / externalization of preclinical work is growing  But the requirements for accessible and good data is always there
  • 19. ©2016 IDBS, Confidential CRO 1 CRO 2 CRO 3 CRO 4 Internal Internal Internal Internal Internal
  • 21. ©2016 IDBS, Confidential Why IDBS? Domain Experience Company What we do US Pharma IDBS (Global) PK,PD,BT,BA, Pre Formulations Japanese Pharma IDBS (Global) PK US Pharma IDBS (Global) PK,PD,BA EU/US Pharma IDBS (Global) PD, DM, PK, BA, Pre Formulations, GLP US Pharma IDBS PK EU/US Pharma IDBS (Global) PD, DM, PK, BA, Pre Formulations, GLP EU Pharma IDBS (Global) PK, BA GLP EU Pharma IDBS BA GLP US CRO IDBS BA, GLP US Pharma Global Research and Pre Clinical US Pharma DM, PK EU/US Pharma Oncology Vitro + Vivo US CRO IDBS (BioA, PK)
  • 22. ©2016 IDBS, Confidential For further information view our website: www.idbs.com or email: info@idbs.com Join the Community Twitter: @IDBSsoftware Blog.idbs.com Google+: IDBSsoftware SlideShare: IDBS LinkedIn: IDBS