1 confidential ADME SOLUTIONS. 2 confidential CORE TECHNOLOGIES/PRODUCTS ADME Line of automated...

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1 confidential ADME SOLUTIONS ADME SOLUTIONS

Transcript of 1 confidential ADME SOLUTIONS. 2 confidential CORE TECHNOLOGIES/PRODUCTS ADME Line of automated...

Page 1: 1 confidential ADME SOLUTIONS. 2 confidential CORE TECHNOLOGIES/PRODUCTS ADME Line of automated workstations for drug screening in discovery and development.

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ADME SOLUTIONSADME SOLUTIONS

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CORE TECHNOLOGIES/PRODUCTS

ADME • Line of automated workstations for drug screening in discovery and development.

• Installed base at big pharma, strong current interest, clear product expansion route.

StructuralSignature

Technology

• Breakthrough technology for rapid assessment of structural changes to proteins.

• Very significant potential application base in both biotech and pharma. Initial commercial feasibility underway.

Proteomics • First true adjustable third dimension.

• Studies in clinical marker discovery underway.

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Technologies

University of Alabama at Birmingham

Macromolecular Crystallization Center 1918 University Avenue South Birmingham, AL 35206-0005 USA Telex (205) 934 - 3841 Fax (205) 934 - 0480

Analiza Nano Crystallization System (ANCS) Operational Manual

World Leader in Structure Based Drug Design Version 1.3

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Spectrum of Solutions

Automated Discovery Workstation

Automated Solubility Workstation

Automated LogD Workstation

Solubility

LogD

Metabolic Stability

Plasma Protein Binding

Permeability

Blood-Brain Barrier Permeability

Solubility LogD

Permeability

Included

Option

Available

R&D Completed

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ADME in Discovery and Development (1)

• Discovery:– Objective: Fail hits early

– Samples: Dry and DMSO-dissolved

– Throughput: Up to 200 samples/day (typically)

– Accuracy: (Supposedly) not high – rank order is sometime sufficient

• Development:– Objective: Optimize lead (better ADME parameters),

salt & excipient selection, QSAR, etc.

– Samples: Dry

– Throughput: Typically up to 100/day, but increasing

– Accuracy: High, must use gold-standard validated assays

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ADME in Discovery and Development (2)

• State-of-the-art today:– Discrete instruments, each performing a single assay– Data consistency between different assays non-existent– Significant interaction required from trained personnel– No process engineering methodologies:

• When assay is not required, the system is idle• When a system is down, there is no replacement• To double the capacity, each system must be duplicated

• Automated Discovery Workstation:

The modern approach to the entire lab

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Automated Discovery Workstation - ADW

• Not an instrument: It is an integrated solution (lab-on-a-bench)

• Machine work – people think

• Turnkey, automated, multi-assay workstation

• Performs (presently) discovery/development assays:– True LogD/LogP vs. pH

– True aqueous solubility vs. pH

– Identity and purity of compound

– Compound concentration w/o standard

• Scalable, Flexible, Extendable technology

• Standardized, validated data

same sample

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ADW - Automated Discovery Workstation

ANALIZA’sIn-house DevelopmentSystem (2002)

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Two Key ADME Assays1. LogD/LogP

• P is the partition coefficient between octanol and a buffer, that is obtained under equilibrium

• Important for multiple ADME processes in discovery and development, and for QSAR lead optimization

• Very extensive database exists well validated method

• Direct LogP assay (shake flask = gold standard):

Octanol sat. w/buffer

Buffer sat. w/octanol

Phases

Add solute

Mix SettleSample andanalyze

Ctop

Cbot

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ADW:LogD/LogP Assay

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Two Key ADME Assays2. Solubility

• Solubility is the concentration of the compound in solution in equilibrium with its solid

• Important for bioavailability and other ADME processes

• Very sensitive to measurement methodology

• Current profiling solubility indicators are frequently different from the true values

• Direct solubility assay (shake flask = gold standard)

• Unique features:– No sample weighting

– No assay calibration required to calculate solubility as mass/volume

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ADW:Solubility Assay

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Validation: LogD Accuracy

LogDADW = 0.002( 0.008) + 1.011( 0.005)*LogDmanual

N = 179; r2 = 0.9960; standard error of estimate = 0.1022

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Validation: Solubility Accuracy

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Validation: Precision

Run #

0 5 10 15 20

Sol

ubili

ty,

mg/

ml

0.0

0.1

0.2

0.3

0.4

0.5

Average = 0.264Upper Limit = 0.283

Lower Limit = 0.245

Allopurinol in 0.15M NaCl in 0.01M Universal buffer, pH 6.6

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ADW Control and Analysis Software

ADWSoftware

Turnkey software

Com prehensive

M ouse-clickhardware control

Graphical assaysetup

Autom ation dataanalysis

Graphical datarepresentation tools

Technician-levelcom plexity

ADWData

Viewer

Archived raw data

Browsing capabilities

Network connectivity

Stand-alone code

Re-analyzecapabilities

Graphical datarepresentation and

m anipulation

Query original assaysetup param eters

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LogD Assay: Main screen with optional information windows

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Solubility Assay: Setup, imported data

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Data Viewer: Full featured archival data re-display andre-analyze GUI, which runs from any computer on the network

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Data Viewer: Display of archived raw PDA data – sample spectraYou Never Lose Your Data!

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ADW Hardware

• Robotic liquid handler (Hamilton 4200, four computer-controlled syringes, custom valves).

• Custom computer-controlled valve system (Rheodyne).• UV/VIS photo-diode array spectrophotometer (Groton

Technologies)• Chemiluminescence total nitrogen detector (Antek

Instruments)• Custom electronics, bar-code reader, and high-end control

computer• Vacuum and HPLC pumps• Deckware: plate and filter holders, buffer racks, etc.

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LogD• Customized plate vortexer• Customized plate sealer• Refrigerated plate centrifuge

Solubility• Custom filter plate holders• Customized filter plate presser• Customized shaker• Buffer containers holder• Temperature option (heated shaker, on-deck water bath )

ADW Hardware: Assay Specific

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ADW SuppliesConsumables:• LogD systems:

– Loaded in 96 deep well plates, bar-coded, QC’ed– Ready-to-use in 6 standard pH levels

• Solubility:– Filter vials

Optional/Maintenance:• Nitrogen-detector calibration plates• Extra filter plates• Repair kits, partsAlways Available:A direct hot-line to our scientists and system developers – you

always get a timely answer, advice, and dedicated service

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ADW Key Specifications

ATTRIBUTE ASSAY VALUESample Requirement LogD

Solubility

Dry DMSO-dissolved

150 µl

0.1 mg*

2 µl*

Range LogD

Solubility

-3<LogD<+4**

1 µg/ml lower rangeNo upper range

Throughput LogD

Solubility

~ 100/day**

~250/day**

* Typical for 1-50 µg/ml range. Proportional with required upper range** Depending on user-selected settings and compound

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The ADW Solution Vs. CompetitionAttribute ADW Competition

Turnkey solution Yes Typically No

Number of Assays 5 - small incremental cost per additional assay retains capital investment

1

Assay Methodology Direct gold standard assaysTrue data only

Typically indirect – limited applicability range and

potential incompatibility with development data

Degree of Automation High – Typical user interface is about 1 hr. per 24 hr. operation

Varied – Typically requires extensive interaction

Operator Level Technician Varied – Typically a scientist

Archival Database Unique, enterprise-based, web-shared, graphical raw data and analysis tool set

Typically final data reporting

Flexibility Yes – Reconfigurable easily between assays = full workstation utilization

No – When the specific assay is not required, the

workstation is idle

Process EngineeringMethodology

Yes – Modular, extendable,production-line approach

No – Every instrumentperforms one assay

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ADW: The Integrated ADME EnvironmentAssay Description Estimated Time to Market

Library Integrity(Discovery)

• Identity (LC/MS)• Purity (PDA, LC/MS)• Concentration (N-det)

• 6 months• Available, 6 months• Available

Solubility• True (dry)• Kinetic (DMSO)

• Available• Available

LogD True (DMSO) Available

Metabolic Stability Standard LC/MS assay 6 months

Permeability Novel high throughput assay • LogP & PSA based 3 months• Surface tension based 1 year

Plasma Protein Binding• Microdialysis • Novel direct free/bound assay

• 12 months• 18 months

Blood-Brain Barrier• LogD/LogK• Novel high throughput assay

• Available (software 3 months)• 12 months

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AUTOMATED SOLUBILITY WORKSTATION

ASolW in Pre-Formulation/Development

All Slides Confidential

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Solubility

• Solubility is the concentration of the compound in solution in equilibrium with its solid

• Solubility takes several forms and is a function of multiple parameters (crystalline form, temperature, pH, co-solvent, etc.)

• Important for bioavailability• Very sensitive to measurement methodology• Current profiling solubility indicators in early discovery are

frequently different from the true values obtained during development

• A direct solubility assay is defined by the shake flask method and is recognized as the gold standard

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• Discovery:– Obtain a measure of solubility of relevance to HTS and

early ADMET• Can we determine if the compound will crash out of solution?

– Obtain ADMET information of relevance for selecting amongst hits

• Development:– Early lead characterization

– Lead optimization

– Formulation excipient selection

Who Are The Users?

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Who Are The Users? (2)

• Will the compound crash out? solubility

• Everyone else needs good data:

– For promoting a compound: binning may be sufficient

– For lead optimization: accurate data

– For formulation development: accurate data

– For anything regulatory: accurate data

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Alternative Techniques for Measuring SolubilityA Comparison (1/2)

Feature Absorbance Light Scattering ASolW

True Solubility – dryYes/No

Kinetic Solubility – DMSO Yes/No

Shake Flask Method Yes/No

Automation Yes/No

Measure Solubility:Direct/Indirect

Standard Curve:Required/Not required

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Alternative Techniques for Measuring SolubilityA Comparison (2/2)

Feature Absorbance Light Scattering ASolW

Multiple pH Levels Yes/No

Multiple TemperaturesYes/No

Multiple Co-SolventsYes/No

Timed Sampling Yes/No

Additional Steps:Pre-concentration,Dilution curves

Rely on:Chromophores

Rely on:Scattering definition

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The ASolWAssay

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ASolW with Whatman’s MiniPrep Filter

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Options for Measuring Solubility

ASolW:

Dedicated Instrument

ADW:

Multi-Assay Instrument

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ASolW – Automated Solubility Workstation

ANALIZA’s ASolW

In-house development system

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ASolW: Assay setup

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ASolW: Data Check

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ASolW: Runtime Panel

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ASolW: Accuracy

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ASolW: Precision

Run #

0 5 10 15 20

Sol

ubili

ty,

mg/

ml

0.0

0.1

0.2

0.3

0.4

0.5

Average = 0.264Upper Limit = 0.283

Lower Limit = 0.245

Allopurinol in 0.15M NaCl in 0.01M Universal buffer, pH 6.6

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Total Nitrogen Detection

• Exceptions:– N2 – nothing is detected!

– Nitrosamine (for GC)

– Azides (1/3 response)

– Double bonds (partial response)

)900600(2*23

1050

2

nmhONOONO

productsNOONR

Separate

calibration

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ASolW: Assay Using Nitrogen Content

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Basic Issue:What is the Effect of DMSO?

Arnon Chait
Anytime we find a straight line in analytical chemistry it is a cause for minor celebrationThese experiments were done by measuring true concentration with filtrationslope is > 1
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Basic Issues:What is the Effect of DMSO?

Solubility(Kinetic)= 0.0605+/-0.012 + 1.017+/-0.034*Solubility(true)Compounds: Bendroflumethiazide, Butamben, Nitrofurazone, Perphenazine, Phenacetin

"True" experimental solubility, Sexp, mg/ml

0.0 0.2 0.4 0.6 0.8 1.0Kin

etic

So

lub

ility

in th

e p

rese

nce

of 1

% D

MS

O, m

g/m

l

0.0

0.2

0.4

0.6

0.8

1.0

Trimethoprim

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Basic Issue:What is the Effect of DMSO?

Typically:• DMSO is a fact of life during screening• DMSO solubility is > or >> than true solubility• But just because we relaxed one experimental

parameter does not mean that we can dispense with everything else

• Make sure you know what you are using the data for – especially in lead promotion decisions

Arnon Chait
DMSO has unpredictable effects in different assays. Bioassays may be less sensitive - but not alwaysSolubility is more difficult to modify than bioactivity, so we have to be much more careful Only rational way for working with DMSO is to consult multiple independent parameters and interrogate the data vs. structure for common sense
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ASolW Hardware

• Robotic liquid handler (Hamilton 4000, two computer-controlled syringes, custom valves).

• Custom computer-controlled valve system (Rheodyne).• Chemiluminescence total nitrogen detector (Antek

Instruments CLND 8600)• Custom electronics, bar-code reader, and high-end control

computer.• Custom filter plate compressor• 4-filter plate shaker/heater incubator• Miscellaneous accessories: Vacuum pumps, HPLC pump• Deck accessories: Filter plates, buffer racks

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ASolW Options, Kits, and Consumables

Options:

• Temperature option (to 37 deg.C)

Kits:

• Starter filter pack (included)

• Maintenance kit

• Additional filter plates, buffer/co-solvent bottles, etc.

Consumables:

• Filter packs

• Nitrogen-free buffers

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Why ADME with ANALIZA?

• We are experienced• We provide innovations with gold-standard assays• We don’t just automate• We report archival-quality data while minimizing

material consumption and at high throughput• We guard your investment and offer flexibility and

extendibility to our workstations• We pride ourselves with a personal, responsive, first-

class organization before and after the installation

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Thank You