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Problem Formulation to Dose-Response: Advances via the ARA Beyond Science and Decisions Workshops

Explore advancements in risk assessment through the ARA workshops, focusing on challenges and recommendations for improved chemical risk assessment and decision-making processes.

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Problem Formulation to Dose-Response: Advances via the ARA Beyond Science and Decisions Workshops

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  1. Problem Formulation to Dose-Response: Advances via the ARA Beyond Science and Decisions Workshops Presented by: M.E. (Bette) Meek bmeek@uottawa.ca

  2. NAS Committee:Advancing Risk Assessment - Background • “Chemical Risk assessment at a crossroads” • Facing substantial challenges, e.g., • long delays in completing complex risk assessments, some of which take decades • lack of data • the need to address the many unevaluated chemicals in the marketplace • Recommendations for practical improvements to the U.S. Environmental Protection Agency (EPA) • Shorter (2-5 y) and • longer (10-20 y) term

  3. “Fit for Purpose” Broader range of options and array of impacts Individual, population Purpose oriented Figure S-1 A framework for risk based decision making that maximizes the utility of risk assessment

  4. Unified Approach to “Default” Dose Response Assessment; Use of “Defaults” • “A consistent approach to risk assessment for cancer and non-cancer effects is scientifically feasible and needs to be implemented” • Predicated principally on the basis of perceived need to quantify risks for risk-risk and risk-benefit comparisons • “EPA should develop clear, general standards for the level of evidence needed to justify the use of agent-specific data and not resort to default”

  5. Figure 5.8 New unified process for selecting approach and methods for dose-response assessment for cancer and noncancer .

  6. Challenge: • Extending these considerations to address value of information and purpose specific assessment strategies including mode of action (MOA) understanding that: • More efficient assessment as a basis to address the many unevaluated chemicals in the marketplace requires: • Moving to more predictive, mode of action based approaches & tiered assessment strategies • Recognizing the importance of interdisciplinary collaboration/communication/engagement • E.g., significant contributions of EPA and the international community in considering adequacy of data in moving from default to more progressive MOA based approaches

  7. The Need to Move On Revised NAS 4-Step Paradigm Problem Formulation Weight of Evidence D-R/Temporal Relationships Consistency, Specificity Biological Plausibility Uncertainty Hazard Characterization Dose Response Assessment & Characterization Exposure Assessment & Characterization Weight of Evidence D-R/Temporal Relationships Consistency, Specificity Biological Plausibility Uncertainty Risk Assessment & Characterization Hazard Characterization (early focus not only on effect but how the effect is induced - mode of action)

  8. Problem Formulation for Grouping Nature of exposure? Is exposure likely? Co-exposure within a relevant timeframe? Rationale for considering compounds in an assessment group? Uncertainty, Sensitivity Assessment Tiered Exposure Tiered Hazard Assessments Assessments Yes, no further Tier 0 Tier 0 Simple semi-quantitative estimates of exposure Default dose addition for all components action required Tier 1 Tier 1 Generic exposure scenarios using conservative point estimates Refined potency based on individual POD, refinement of POD Is the margin of exposure adequate? Increasing refinement of exposure Increasing refinement of hazard Tier 2 Tier 2 Refined exposure assessment, increased use of actual measured data More refined potency (RFP) and grouping based on MOA No, continue with iterative refinement as needed (i.e. more complex exposure & hazard models) Tier 3 Tier 3 PBPK or BBDR; probabilistic Probabilistic exposure estimates estimates of risk

  9. IPCS/ILSI MOA/HR (WOE) Framework Q1. Is the weight of evidence sufficient to establish the MoA in animals? Q2. Fundamental qualitative differences in key events? Q3. Fundamental quantitative differences in key events? Postulated MOAs D-R/Temporal Relationships Consistency, Specificity Biological Plausibility “Key Events” established based on “Hill Criteria” Confidence? Implications of Kinetic & Dynamic Data for Dose– Response Comparison of “Key Events” & relevant biology between animals & humans Confidence? Confidence?

  10. Engaging the Risk Assessment CommunityEvolution of MOA/HR Analysis • U.S. EPA ’99/’05 cancer guidelines • IPCS framework for WOE for MOA in animals • Sonich Mullin et al., 2001 • ILSI RSI development of HR component and case studies • Meek et al., 2003; Cohen et al., 2004; Seed et al., 2005 • IPCS revision of frameworks and addition of case studies • Boobis et al., 2006; Boobis et al., 2008 • ILSI RSI Key Events Dose Response Framework • Boobis et al., 2010 • ECETOC Workshop - mapping MOAs & key events to chemical categories • Carmichael et al. (2011) • OECD Workshop (2010) – QSAR/MOA • Extending MOA/HR framework concepts as the coordinating construct between: • The ecological & health risk communities • The QSAR modelling and risk assessment communities • IPCS coordinating steering group on mode of action (constituted in October, 2010) • Revision of the MOA/HR framework – evolving methodologies • Database on MOAs/key events/”codification” of Bradford Hill criteria • Training workshops (2006 to present at locations in Canada, the U.S., Europe & the Asian region) • ILSI RSI/Health Canada/U.S. EPA/IPCS/University of Ottawa

  11. Objectives – ARA ProjectEngagement/Evolution • Sharing and additionally evolving a broad range of “fit for purpose” risk assessment tools • Coordinating & Extending specific recommendations in the NAS Report on Science & Decisions: Advancing Risk Assessment • Considering a broad range of (internationally available) tools & their potential evolution to address critical areas identified in the report • Considering Dose Response tailored to Need • Appropriate consideration of Mode Of Action (MOA) and Value of Information • Evolving consideration of human variability & biologically based methodology for determining probability of response • Tiered, “Purpose Oriented” Assessment, in appropriate context • Through consideration of case studies

  12. Roles/Responsibilities • The Alliance for Risk Assessment Steering Committee (ARA SC) • representatives from state, tribal, and federal government, academia, and environmental NGOs • selected members of the Expert Panel after a review of publically solicited nominations • Dose Response Advisory Committee (DRAC) • sponsors including state, federal, industry, and NGO representatives • Developed workshop structure & charge questions, presenters, consulting with ARA Steering Committee • Science Panel • input on the utility of the case study methods to address specific problem formulations, and identify areas for additional development

  13. Process/Output - 3 Workshops March 2010 Pre workshop: Broad solicitation and brainstorming regarding illustrative case studies Initial vetting and review of proposals for case studies October 2010 • Review of case studies • Recommendation for draft methods framework for “fit for purpose” dose-response analysis, reflecting: • different conceptual models, data availability & risk management needs May 2011 • Additional case studies and identified issues : • Problem formulation, Mode of action. Endogenous & background exposures

  14. Process/Output/Learnings Recommendations: • additional dissemination of dose-response analysis techniques for a wide range of problem formulations or decision contexts • Development of templates for transparency in selecting dose-response approaches, relevant to use in specified risk management • Additional case studies on: • combined exposures, • value of information • in vitro to in vivo extrapolation • an entire purpose driven risk assessment, from problem formulation to conclusion

  15. Process/Output (Cont’d) Ongoing: • manuscript in preparation • Framework to be “evergreen” with a Standing Panel to review case studies/issue papers Learnings: • Need to have assessors considering context to address appropriate focus & complexity (problem formulation for assessment) Evolving Framework & 24 case studies Engagement Model

  16. “Fit for Purpose” Broader range of options and array of impacts Individual, population Purpose oriented Figure S-1 A framework for risk based decision making that maximizes the utility of risk assessment

  17. Organizational Framework

  18. Figure 5.8 New unified process for selecting approach and methods for dose-response assessment for cancer and noncancer .

  19. Case Study – Combined Exposures Screening Assessment for Noncancer Effects of THMs using Biomonitoring Data(Aylward et al.) • Context: Tier 2 exposure, Tier 1 hazard of the WHO Combined Exposures Framework • Use of internal dose measures for both: • Exposure metrics – NHANES blood THM data • Dose-response – Biomonitoring Equivalents (BEs) Rat Dose NOAEL/LOAEL Hays et al. 2008; Reg. Tox. Pharm. 51 (3 Suppl. 1):S4. Screening tool! BERfD Human Blood Level Tolerable Human Dose – RfD

  20. Problem Formulation for Grouping Nature of exposure? Is exposure likely? Co-exposure within a relevant timeframe? Rationale for considering compounds in an assessment group? Uncertainty Assessment Tiered Exposure Tiered Hazard Assessments Assessments Yes, no further Tier 0 Tier 0 Simple semi-quantitative estimates of exposure Default dose addition for all components action required Tier 1 Tier 1 Generic exposure scenarios using conservative point estimates Refined potency based on individual POD, refinement of POD Is the margin of exposure adequate? Increasing refinement of exposure Increasing refinement of hazard Tier 2 Tier 2 Refined exposure assessment, increased use of actual measured data More refined potency (RFP) and grouping based on MOA No, continue with iterative refinement as needed (i.e. more complex exposure & hazard models) Tier 3 Tier 3 PBPK or BBDR; probabilistic Probabilistic exposure estimates estimates of risk

  21. Two Risk Assessment Approaches Investigated • Hazard quotient/Hazard index approach • Does not provide estimates of risk, just assessment of above/below RfD • Low dose risk extrapolation • Two approaches

  22. Application of a Source-to-Outcome Model to Quantitatively Assess Variability in Dose and Sensitivity in Humans(Chlorpyrifos; Price et al.) • Tier 3 analysis (probabilistic exposure estimates, PBPK & reliance on MOA-related precursor) • reserved for cases where there is a small margin between exposure and effect; combined effects • Relevant to substances that act by a similar mode of action (i.e., AChE inhibition) • Addresses more generic issues raised by the NAS committee

  23. Problem Formulation for Grouping Nature of exposure? Is exposure likely? Co-exposure within a relevant timeframe? Rationale for considering compounds in an assessment group? Uncertainty Assessment Tiered Exposure Tiered Hazard Assessments Assessments Yes, no further Tier 0 Tier 0 Simple semi-quantitative estimates of exposure Default dose addition for all components action required Tier 1 Tier 1 Generic exposure scenarios using conservative point estimates Refined potency based on individual POD, refinement of POD Is the margin of exposure adequate? Increasing refinement of exposure Increasing refinement of hazard Tier 2 Tier 2 Refined exposure assessment, increased use of actual measured data More refined potency (RFP) and grouping based on MOA No, continue with iterative refinement as needed (i.e. more complex exposure & hazard models) Tier 3 Tier 3 PBPK or BBDR; probabilistic Probabilistic exposure estimates estimates of risk

  24. Description of modeling

  25. Relevance to Advancements in Risk Assessment MOA Based: • Assessed variability in both • exposure (variation of residue levels across foods and variation in individual’s dietary consumptions) and • response (variation in physiology and metabolism) • Evaluated response to the range of actual human exposures • Assessed human sensitivity in multiple age groups (infants, children, adults) • Modeling was made more predictive by focusing on early “key event” - namely cholinesterase inhibition (ChEI)

  26. Forward Looking Assessment • Public problem formulation with proposal for “fit for purpose” assessment • Assimilated Overview of Data • Proposed Focus • Efficiency • Proposed Process • Tiered assessment options drawing on predictive tools in early tiers • Importance of mechanistic underpinning • What’s the engagement strategy?

  27. Collaborators

  28. ARA Steering Committee • Barbara Harper, Confederated Tribes of the Umatilla Indian Reservation • William Hayes, State of Indiana • Bette Meek, University of Ottawa • Anita Meyer, United States Army Corps of Engineers • Edward Ohanian, U. S. Federal Government • Ruthann Rudel, Silent Spring • Phil Wexler, National Library of Medicine -----recused----- • Michael Dourson, Toxicology Excellence for Risk Assessment • Michael Honeycutt, Texas Commission on Environmental Quality

  29. Dose-Response Advisory Committee • Rick Becker, ACC • Michael Dourson, TERA • Julie Fitzpatrick, EPA • Roberta Grant, TCEQ • Lynne Haber, TERA • Michael Honeycutt, TCEQ • Lynn H. Pottenger, Dow Chemical • Jennifer Seed, EPA

  30. Expert Panel • Michael Bolger, U.S. FDA • James S. Bus, Dow Chemical • John Christopher, CH2M/Hill • Rory Conolly, U.S. EPA • Michael Dourson, TERA • *Adam M. Finkel, UMDNJ • William Hayes, Indiana DEM(Workshop II only) • R. Jeffrey Lewis, ExxonMobil Biomedical • Randy Manning, Georgia DNR (Workshop III only) • Bette Meek, U of Ottawa (Chairperson) • Paul Moyer, Minnesota DH (Workshop II only) • *Greg Paoli, Risk Sciences International • Rita Schoeny, U.S. EPA • *On NAS Science and Decisions panel

  31. More Information? ARA Dose Response Framework – (working beta) http://www.allianceforrisk.org/workshop/framework/ problemformulation.html Evolution of the ILSI/IPCS Frameworks – Mode of Action Meek & Klaunig (2010) Chemico-Biological Interactions 184:279–285 Carmichael et al. (2011) Crit Rev Toxicol. 2011 Mar;41(3):175-86 Guidance for CSAF http://www.who.int/ipcs/methods/harmonization/areas/uncertainty/en/index.html Combined Exposures Meek et al. (2011) Reg Tox Pharm 60: S1-S14

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