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Toxicity Pathways to Assessment Endpoints
P. Schmieder, S. Bradbury, G. Veith, J. McKim
Toxicity Pathway
• A concept; a way of depicting a chain of events starting with a molecular initiating event (site of chemical –biological interaction) and ending with an adverse effect manifested in an individual, or higher level – population, community, ecosystem
• May include a biochemical/signaling pathway, but goes beyond, to at least hypothesize how something observed at one level of biological organization is linked to response manifested at another level.
• Chemical similarity is defined in the context of biological similarity
– “Similar” chemicals, by definition, invoke the same toxicity pathway (within a specified biological model)
– QSARs are developed for “similar” chemicals from a known or hypothesized “mode/mechanism” of action; hypothesis is tested torefine the models
• QSAR requires a well-defined biological system
WHAT:
WHY:
2
Effects of toxicants occur at different levels of biological
organization. Toxic effects are best known and understood at
the cell and organ level, while the ecosystem and community
level are least understood although most relevant.
(Haux and Forlin, 1988)
Productivity
Energy Flow
Population CellOrganIndividual
Understanding
Relevance
CommunityEcosystem
Contaminant
dynamics in
microcosms
Chronic
toxicity
Reproduction
Growth
Acute toxicity
Lethal
Sublethal
Respiration
Osmoregulation
Structural
changes
Induction
TOXIC
CHEMICAL
Toxicity Pathway Uses
• Assess knowledge gaps - what we know and what we don’t know about a chemical’s toxicity (toxicodynamics)
• Assess the plausibility that a series of events are linked, i.e., degree of connectedness; – degree of specificity/certainty needed depends upon intended use
• prioritization for further testing – correlation; “good” hypothesis?• quantitative RA - confirm cause and effect?
• Pinpoint molecular initiating event for chemical extrapolation– QSAR – can be based on in vivo endpt if system is simple enough,
e.g., fish acute/chronic for narcotic chemicals where applied chem concis directly related to chemical activity in blood and further to the whole organism effect
– Measurements closer to molecular initiating event will be more definitive for QSAR but some degree of relevance should be established (Linkage across levels of biological organization)
• Basis for species extrapolation
• Shifting RA paradigm - predict most likely tox pathways for a chemical to pinpoint most appropriate testing
3
Well-Defined Biological System(Know what you know and what you don’t know)
• Metabolism– Is the system used for collection of empirical data
capable of xenobiotic metabolism?
– Is what you’re measuring due to parent chemical or a metabolite?
• Kinetics– What do you understand about the chemical kinetics
within the system?
– Is the chemical in solution• Bound and unavailable
• Loss to hydrolysis
Measure chemical form and concentration in your system
-2 0 2 4 6-8
-6
-4
-2
0
Log P
Lo
g F
ah
ea
d M
inn
ow
Mo
lar
To
xic
ity (
1/L
C5
0)
4
-2 0 2 4 6 8
Log P
-10
-8
-6
-4
-2
0
Lo
g F
ath
ea
d M
ola
r T
ox
icit
y (
1L
C5
0)
Fathead Minnow Acute Toxicity Database
Narcosis I
Narcosis IINarcosis III
Uncoupler
Sorting Modes of Action
(Toxicity Pathways)
Fish Acute Toxicity Syndromes
- respiratory/cardiovascular responses (RBT)
Behavioral observations (FHM)
Mixture studies (FHM)
5
Nonpolar Narcotic Toxicants
-7
-6
-5
-4
-3
-2
-1
0
0 1 2 3 4 5 6
Log P
Lo
g M
ola
r C
on
ce
ntr
ati
on
LC50-96hr MATC-30 day Water Solubility
Assigning ChemToxicol. Similarity
for QSAR
Xenobiotic
MembranePartitioning
Ion Gradient
Interruption
Failed ATP
Production
-Decreased Respiration
-Decreased Circulation
-Faulty Osmoregulation
Delineating Toxicity Pathways Across Levels of Biological Organization:
Acute Nonpolar Narcosis
Toxicological
Understanding
Risk Assessment
Relevance
In vivo Assays
MOLECULARTARGETS/RESPONSES
TISSUE/ORGAN SYSTEM PHYSIOLOGYINDIVIDUAL
Lethality
6
-2 0 2 4 6 8
Log P
-8
-6
-4
-2
0
2
Log M
ola
r C
oncentr
ation
Water SolubilityLC50-96hrMATC-30 day
LC50-96hr
MATC-30 day
Uncoupling Toxicants
Assigning ChemToxicol. Similarity
for QSAR
Xenobiotic
Chemical
Partitioning
Membrane
Proteins/
Ion Channels
-Increased Respiration
-Increased O2 Consumption
-Decreased O2 Utilization
Delineating Toxicity Pathways Across Levels of Biological Organization:
Acute Uncoupling of Oxidative Phosphorylation
Toxicological
Understanding
Risk Assessment
Relevance
In vivo Assays
MOLECULARTARGETS
TISSUE/ORGAN SYSTEM PHYSIOLOGYINDIVIDUAL
Lethality
7
Reactive Toxicants
-8
-7
-6
-5
-4
-3
-2
-1
0
0 1 2 3 4 5 6
Log P
Lo
g M
ola
r C
on
ce
ntr
ati
on
LC50-96hr MATC-30 day Water Solubility
Sorting Modes of Action
(Toxicity Pathways)
Fish Acute Toxicity Syndromes
- respiratory/cardiovascular responses (RBT)
Behavioral observations (FHM)
Mixture studies (FHM)
Biochemical responses – in vitro
8
Effects of toxicants occur at different levels of biological
organization. Toxic effects are best known and understood at
the cell and organ level, while the ecosystem and community
level are least understood although most relevant.
(Haux and Forlin, 1988)
Productivity
Energy Flow
Population CellOrganIndividual
Understanding
Relevance
CommunityEcosystem
Contaminant
dynamics in
microcosms
Chronic
toxicity
Reproduction
Growth
Acute toxicity
Lethal
Sublethal
Respiration
Osmoregulation
Structural
changes
Induction
TOXIC
CHEMICAL
Assigning ChemToxicol. Similarity
for QSAR
Xenobiotic
Binding to cytoskeletalcomponents
-Redox cycling- SH Arylation
GSH OxidationPrSH OxidationROS Production
Decr. Energy ChgDisrupt Cytoskel.
(MT;IF);Blebbing
Altered Cell SignalingCell Death
Liver Toxicity
Multiple Organ
System
Toxicities/Disease
Defining Toxicity Pathways Across Levels of Biological Organization:
Redox cycling_Arylation
Toxicological
Understanding
Risk Assessment
Relevance
In vivo AssaysIn vitro Assays
MOLECULAR
CELLULAR
TISSUE/ORGANINDIVIDUAL
Lethality
Impaired
Growth
9
Non-halogenated alkanes
Halogenated alkane/enes
Ethers
Alcohols
Aldehydes
Ketones
Esters
Nitriles
Aliphatic amines
Aromatic amines
Azides
Sulfides/thiols
Benzenes
Phenols
Nitro-ring
5-Membered ring
Hetero atom
Sulfur compound
Anilides/ureas
Phosphates
Pesticides
Pharmaceuticals
0 10 20 30 40 50 60
6
25
23
55
39
31
47
15
6
31
2
12
21
37
28
9
6
1
5
4
28
9
Chemical Class
Number of Chemicals
Narcosis I
Narcosis II
Narcosis III
Oxidative Phosphorylation Uncouplers
AChE Inhibition
Respiratory Inhibition
Electrophile/proelectrophile Reactivity Mechanisms
CNS Seizure Mechanisms
Chemical Class is not MOA for Industrial Chemical Acute Tox
Molecular
Initiating Events
Speciation
and
Metabolism
Measurable
System Effects
Adverse Outcomes
ParentChemical
Knoxville Workshop Framework for Predicting Reactive Toxicity
Rather than developing statistical models of complex endpoints,
molecular initiating events are identified as well-defined QSAR
endpoints…..and used to estimate the probabilities for important
downstream biological effects based on transparent
assumptions
10
Molecular
Initiating Events
Speciation
and
Metabolism
Measurable
System Effects
Adverse Outcomes
ParentChemical
Steps to the Development of QSAR for Steps to the Development of QSAR for
Reactive ToxicantsReactive Toxicants
1. Establish Plausible Molecular Initiating Events2. Design Database for Abiotic Binding Affinity/Rates
3. Explore Correlations/Pathways to Downstream Effects4. Explore QSARs to Predict Initiating Event from Structure
QSARQSAR Systems Systems
BiologyBiology
Delineation of Toxicity PathwaysDelineation of Toxicity PathwaysLinkages Across Levels of Biological OrganizationLinkages Across Levels of Biological Organization
Chemical Reactivity
Profiles
Receptor binding
DNA alterationProteins adducts
Membrane effects
Gene Activation
Protein Syn/deg Cell Signaling
GSH balance
Respiration
OsmoregulationLiver Function
Gonad Devel
Lethality
GrowthDevelopment
Reproduction
Molecular Cellular Organ Individual
In Silico MethodsIn vitro Methods In vivo Methods
Electronic
11
Endocrine Disruptors:-Receptor-Mediated Toxicity Pathways
ER, AR, TR?-Enzyme Inhibition (aromatase)-Steroidogenesis (altered steroid metab)
Understanding “Specific” Toxicities
QSAR
Xenobiotic
ER Binding
Altered
ProteinExpression
Altered Hormone Levels,
Ova-testis
Chg 2ndry Sex Char,
Altered
Repro.
Delineating Toxicity Pathways Across Levels of Biological Organization:
Direct Chemical Binding to ER
Toxicological
Understanding
Risk Assessment
Relevance
In vivo AssaysIn vitro Assays
MOLECULARCELLULAR
TISSUE/ORGANINDIVIDUAL
Skewed
Sex Ratios,AlteredRepro.
POPULATION
12
Peripheral
TissuesDeiodination
Morphology
HypothalamusTRH (CRH) Release
Thyroid GlandThyroid Hormone
Synthesis
Pituitary
GlandTSH Release
Xenopus Metamorphosis Model for Thyroid System Disruption
Gene/Protein
ExpressionCirculating TH Status Thyroid Histology Altered Morphology
Molecular
Cellular Tissue Individual
Conceptual Overview of Project
Increasing Ecological
Relevance
Increasing Diagnostic
(Screening) Utility
Phase 1.
Fathead minnow 21 d reproduction test
Phase 2.
Zebrafish
genomics
proteomics
Population
modeling
Phase 3.
Fathead minnow
molecular markers
metabonomics
HPG Systems modeling
Molecular•Gene expression
•Protein levels•Receptor binding
•Enzyme activities
CellularAlterations in
production of signalling molecules
Organ•Functional changes
•Structural changes
(Pathology)
IndividualAltered reproduction
or development
PopulationDecreased numbers
of animals
Levels of
Biological
Organization
Small teleost model, well characterized
genome, low ecological /
regulatory relevance
Computational
modeling
Small teleost model, poorly characterized
genome, high ecological /
regulatory relevance
→’s Depict the flow of information
13
Chemical Risk Assessments
Chemical 2-D
Structure/Properties
Chemical 3-D
Structure/Properties
Receptor/
LigandInteraction
Gene
Activation
Protein Production
Gonad
Development
(Ova-Testis)
Altered Hormone
Levels
Impaired Kidney
Function
Impaired
Reproduction
Linkages Across Levels of Biological Organization
Molecular Cellular
Organ
Individual
Understanding
Relevance
Receptor-Mediated Pathways
Metabolism
In vivo
ToxicokineticsToxicodynamics
Chemical-Receptor BindingInitiatingAltered
Gene/ProteinExpression
Changes in Gene/ProteinExpression
Leading to Altered Cell
Function
Altered Organ
Growth and Function
ImpairedReproduction
Cell Organ/Tissue IndividualXenobioticChemical
Molecular/
Sub-Cellular
Toxicological
Understanding
Risk Assessment
Relevance
14
In vivo
Chemical Kinetics
Receptor Binding
Gene/Protein
Expression
Gene/Protein
Cell Function
Growth and
FunctionReproduction
Cell Organ/Tissue IndividualXenobioticChemical
Molecular/
Sub-Cellular
Toxicological
Understanding
Risk Assessment
Relevance
In vivo
Chemical Kinetics
Trout
Cell Organ/Tissue Individual
XenobioticChemical
Molecular/
Sub-Cellular
Toxicological
Understanding
Risk Assessment
Relevance
Uptake
15
In vivo
Chemical Kinetics
Trout
Cell Organ/Tissue Individual
XenobioticChemical
Molecular/
Sub-Cellular
Toxicological
Understanding
Risk Assessment
Relevance
UptakeDistribution/Metabolism
In vivo
Chemical Kinetics
Trout
Cell Organ/Tissue Individual
XenobioticChemical
Molecular/
Sub-Cellular
Toxicological
Understanding
Risk Assessment
Relevance
UptakeDistribution/Metabolism/Excretion
16
In vivo
Metabolism studies across levels of biological organizationLinkages must be established
MicrosomesS9
Purified enzymes
IsolatedHepatocytes
Celllines
Isolated Perfused
Liver
Tissue Slices
Trout
Cell Organ/Tissue Individual
XenobioticChemical
Molecular/
Sub-Cellular
Toxicological
Understanding
Risk Assessment
Relevance
UptakeDistribution/Metabolism/Excretion
In vitro
Time (h)
0 4 8 12 16 20 24 28
Pe
rcen
tag
e o
f M
ax
imu
m 3
H-E
str
ad
iol
0
20
40
60
80
100
120
Slices: Ethylacetate Fraction
Slices: Aqueous Fraction
RTH149 Cells: Ethylacetate Fraction
RTH149 Cells: Aqueous Fraction
Metabolism of EstradiolRainbow Trout Liver Slices vs RTH149 Cells
(E2)
(E2-gluc)
(E2)
(gluc)
17
In vivo
Chemical Kinetics
Receptor Binding
Gene/Protein
Expression
Gene/ProteinExpression
Cell Function
Growth and
FunctionReproduction
Cell Organ/Tissue Individual
XenobioticChemical
Molecular/
Sub-Cellular
Toxicological
Understanding
Risk Assessment
Relevance
UptakeDistribution/Metabolism/Excretion
OPP ChemicalsPredicted inactive
parent;
“activated”
metabolites
Predicted Metabolites
Existing Metabolism
Simulator
Existing ER
Binding Model
Prioritized Chemicals
Verified maps
Project Goal: Enhance Metabolic Simulator for EPA Regulatory Lists
Trout
liver slice
Rat liver microsomes,S9
enhance
Expert Judgement
Analytical
methods
Verified ER
activation
Existing E
R
Binding Model
simulator
improveER model
MED; NERL-Athens; LMC
18
Toxicity Pathways
A useful concept for organizing toxicity data across levels of
biological organization
-Linking toxicological understanding to risk assessment relevance
A conceptual framework for:
- chemical extrapolation
- molecular initiating events are the key to linking chemical reactivity continuum to biological
response continuum
- species extrapolation
A useful concept in Predictive Toxicology
- Predict most likely tox pathway for a chemical to
pinpoint most appropriate testing
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
Libraries of Toxicological Pathways
ER Binding
ER Transctivation
VTG mRNA
VitellogeninInduction
Sex Steroids
AlteredReproduction/Development
Molecular Cellular Organ Individual
Chemical 3-D
Structure/Properties
Chemical 2-D
Structure
Structure
Init
iati
ng
Eve
nts
Imp
air
ed
Re
pro
du
cti
on
/De
velo
pm
en
t
Mapping Toxicity Pathways to Adverse Outcomes
19
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
ER Binding ER TransctivationVTG mRNA
Vitellogenin InductionSex Steroids
AlteredReproduction/DevelopmentMolecular Cellular Organ Individual
Chemical 3-DStructure/Properties
Chemical 2-D StructureStructure
Libraries of Toxicological Pathways
Init
iati
ng
Eve
nts
Ad
ve
rse
Ou
tco
mes
Mapping Toxicity Pathways to Adverse
Outcomes