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WORSE
PRODUCT
COMPO-
SITION
CHEMICALS
OF
CONCERN
CHEMICAL
FUNCTIONALITY
EXISTING
ALTERNATIVES
R&D
DE NOVO
CHEMICALS
STRUCTURES
PHYSICAL
CHEMISTRY
CLASSICAL
IN VIVO
TOXICOLOGY
IN VITRO
ADVERSE
OUTCOME
PATHWAYS
ENZYME
DATA
TOXICOGENOMICS
DATA
ANALY-
TICS
DATA
GAPS
READ-ACROSS/ QSAR / MOLECULAR TOXICOLOGY
PRELIMINARY SCREENING HAZARD ASSESSMENT
(REGULATORY) HAZARD
ASSESSMENT
PHYSICAL
CHEMISTRY
EXPOSURE
ASSESSMENT
TOXICOLOGY
DATA
ECOTOXICOLOGY
DATA
(REGULATORY) RISK ASSESSMENT
REGULATORY ANALYSIS
INTERIM
LIFE
CYCLE
ASSESSMENT
SUSTAINABILITY ECONOMICS
ENGINEERING
PERFORMANCE
REGULATORY
ANALYSIS
ACCEPT
DOCUMENT
IMPLEMENT
FRAMEWORK FOR
ASSESSMENT OF CHEMICALS
GREEN CHEMISTRY AND ENGINEERING CONFERENCE
JUNE 14-16, 2016, PORTLAND, OR, USA
Hans Plugge & Longzhu Shen
3E Company & Yale University
Bethesda, MD & New Haven, CT
hplugge@3ecompany.com & longzhu.shen@yale.edu
After National Academy of Sciences, 2014
COMPUTATIONAL
CHEMISTRY
CHEMINFORMATICS
PROBABILISTIC
MODEL
WORSE
BETTER/EQUIVOCAL
BETTER/EQUIVOCAL
YES
NO
NO
YES
NO

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flowchart 05-12-2016

  • 1. WORSE PRODUCT COMPO- SITION CHEMICALS OF CONCERN CHEMICAL FUNCTIONALITY EXISTING ALTERNATIVES R&D DE NOVO CHEMICALS STRUCTURES PHYSICAL CHEMISTRY CLASSICAL IN VIVO TOXICOLOGY IN VITRO ADVERSE OUTCOME PATHWAYS ENZYME DATA TOXICOGENOMICS DATA ANALY- TICS DATA GAPS READ-ACROSS/ QSAR / MOLECULAR TOXICOLOGY PRELIMINARY SCREENING HAZARD ASSESSMENT (REGULATORY) HAZARD ASSESSMENT PHYSICAL CHEMISTRY EXPOSURE ASSESSMENT TOXICOLOGY DATA ECOTOXICOLOGY DATA (REGULATORY) RISK ASSESSMENT REGULATORY ANALYSIS INTERIM LIFE CYCLE ASSESSMENT SUSTAINABILITY ECONOMICS ENGINEERING PERFORMANCE REGULATORY ANALYSIS ACCEPT DOCUMENT IMPLEMENT FRAMEWORK FOR ASSESSMENT OF CHEMICALS GREEN CHEMISTRY AND ENGINEERING CONFERENCE JUNE 14-16, 2016, PORTLAND, OR, USA Hans Plugge & Longzhu Shen 3E Company & Yale University Bethesda, MD & New Haven, CT hplugge@3ecompany.com & longzhu.shen@yale.edu After National Academy of Sciences, 2014 COMPUTATIONAL CHEMISTRY CHEMINFORMATICS PROBABILISTIC MODEL WORSE BETTER/EQUIVOCAL BETTER/EQUIVOCAL YES NO NO YES NO