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Transcript
TRANSLATIONAL CHEMISTRY
IN MECHANISTIC TOXICOLOGY
DR PAUL RUSSELL
SEAC
(SAFETY & ENVIRONMENTAL ASSURANCE CENTRE)
Unilever Information: Internal Use
Analytical
Mechanistic
Understanding
Predictive
SEAC
Unilever Information: Internal Use
2
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Matrix
Biological geography
Tertiary structure
Exposure
Dynamic system
ANALYTICAL CHEMISTRY – DRIVING CHANGE
1920’s
Sensitivity
Accessibility
Today
SEAC
Unilever Information: Internal Use
1920s
Today
CHEMICAL CHARACTERISATION
Structure
Purity
Physical chemical properties
SEAC
•
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HPLC
GC
UV
MS
FTIR
NMR
CE
ELISA
Unilever Information: Internal Use
CHARACTERISING CHEMICAL-BIOLOGICAL
INTERACTIONS
Biological Response
Rate of interaction is critical to understanding effect
k’
k’’
Adversity
Adaption
Time
Mechanistic understanding of molecular initiating events
(MIEs) using NMR spectroscopy; Sanderson, P.N et al;
Toxicology Research; 5 (2016); 34-44
PEPTIDE REACTIVITY
Adduct Formation Assay
Products of reactions of test
chemical and synthetic peptides
studied by LC-MS
• Confirm mechanism
• Select read across candidates
• Provide input into
mathematical models (e.g
skin allergy)
Kinetics Assay
Rate of reaction between test
chemical and synthetic peptides
studied by fluorescence
spectrometry
• Compare relative reactivity
• Provide a surrogate value for in
vivo reactivity in mathematical
models (e.g. skin allergy)
Structure
Kinetic Rate
3.0-06 mM-1 s-1
2.3 -06 mM-1 s-1
1.8 -05 mM-1 s-1
Example – relative reactivity of gamma lactams
Example – reactivity of MIT
SEAC
Unilever Information: Internal Use
7
METABOLOMICS
R&D - SEAC
CONSIDERING CONCENTRATION AT
TARGET IN VITRO
In vitro to in vivo
extrapolation
*Additional interactions introduced by in-vitro assays compared to an in-vivo system.
Emphasis should be placed on understanding the
free concentration available to reach the target
and have an effect.
Information:
Internal
Use 229-307
Gutsell, S.,SEAC
Russell, P.J.; Unilever
Toxicology
Research;
2 (2013);
FREE CONCENTRATION MEASUREMENTS
Ultracentrifugation
Rapid Equilibrium Dialysis
Solid Phase
Microextraction
(SPME)
Buffer chamber
8K MWCO
Membrane
Sample
chamber
Ultrafiltration
SEAC
Unilever Information: Internal Use
COMPUTATIONAL CHEMISTRY
Predictions of:
• bond angles/lengths (geometry)
• charges
• orbital energies
• heat of formation
• activation energies
• volume/surface area
• pKa
• logP
• etc etc
Torsion angle ≈ 0º
Hydrogen Bonding
Atomic Charge
Binding of 4-Nonylphenol to the estrogen receptor β
Binding of β-Sitosterol to the glucocorticoid receptor
MECHANISTIC CHEMISTRY AND
STRUCTURAL ACTIVITY RELATIONSHIPS
By linking an MIE to effects at any organisational level, we may not
need to understand subsequent parts of the pathway
Understanding the molecular interactions at the MIE allows reliable
predictions which have less variability brought in by subsequent
complex biological networks
Source
Environmental
Containment
Exposure
Molecular Organelle/ Cellular
Initiating Molecular Effects
Event
Assemblies
Effects
Molecule to
molecule
Complex
biology
Tissue
Effects
Organ
Effects
Organ
Systems
Effects
Individual Population Community
Effects
Effects
Effects
METABOLISM
Prediction
Measurement
SEAC
Unilever Information: Internal Use
16
PHYSIOLOGICALLY BASED KINETIC
MODELLING
PBK modelling can
help identify target
organs of concern
Knowledge of
physical chemical
properties is critical
SEAC
Unilever Information: Internal Use
MOLECULAR DYNAMIC MODELLING
Measurement
Prediction
SEAC
Unilever Information: Internal Use
MODEL-BASED, NON-ANIMAL APPROACH
FOR SKIN SENSITIZATION RISK ASSESSMENT
Objective: mathematical model scope should be simplest representation of the
chemistry and biology capable of reproducing the induction of contact allergy to
enable prediction of a safe level of skin exposure (i.e. to inform risk assessment)
SEAC
Unilever Information: Internal Use
TRANSLATION
‘The conversion of something from one form
or medium into another’
Data
Knowledge
Problem
Solving
SEAC
Unilever Information: Internal Use
THE MOLECULAR INITIATING EVENT (MIE)
Source
•
•
•
Environmental
Containment
Exposure
Molecular Organelle/ Cellular
Initiating Molecular Effects
Event
Assemblies
Effects
Tissue
Effects
Organ
Effects
Organ
Systems
Effects
Individual Population Community
Effects
Effects
Effects
An MIE is the initial interaction between a molecule and a
biomolecule or biosystem that can be linked to an outcome
via a pathway
Different MIEs can lead to the same Adverse Outcome
Pathway (AOP)
Most chemicals can interact with more than one target
with different affinities and effects
Allen, T.E., Goodman, J.M., Gutsell, S., Russell, P.J.;
Chemical Research in Toxicology; 27 (2014); 2100-2112
WHAT DRIVES AN MIE?
3D structure &
Steric effects
Physchem
properties
Exposure
MIE
Metabolism
Systemic
location
Individuals
(variance,
susceptibility)
SUMMARY
Chemistry is fundamental to understand how molecules
interact with biology
• Analytical measurements
• Computational predictions
Translating the chemistry into meaningful information
requires a collaborative, cross-disciple approach
Chemists
Toxicologists
Informaticians
Mathematical
Modellers
Biologists
THANK YOU
ANY QUESTIONS?
EXPOSURE MEASUREMENTS
• Measurement of free concentrations and binding
• Environmental and biological sampling
SEAC
Unilever Information: Internal Use
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