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          <dc:title>Mapping ToxCast/Tox21
Assay Endpoints to Key Characteristics
of Carcinogens to Support Cancer Hazard Evaluation</dc:title>
          <dc:creator>Danila Cuomo (3178158)</dc:creator>
          <dc:creator>Agnes L. Karmaus (4866787)</dc:creator>
          <dc:creator>Bridgett N. Hill (8127153)</dc:creator>
          <dc:creator>Gwendolyn Osborne (8147796)</dc:creator>
          <dc:creator>Amy Wang (159932)</dc:creator>
          <dc:creator>Bevin Blake (25144572)</dc:creator>
          <dc:creator>William H. Bisson (189115)</dc:creator>
          <dc:creator>Gabrielle Rigutto (25144575)</dc:creator>
          <dc:creator>Cliona McHale (457144)</dc:creator>
          <dc:creator>Martyn T. Smith (68725)</dc:creator>
          <dc:creator>Caterina Facchin (15154575)</dc:creator>
          <dc:creator>Aline de Conti (665838)</dc:creator>
          <dc:creator>Federica Madia (264215)</dc:creator>
          <dc:creator>Nicole C Kleinstreuer (22750892)</dc:creator>
          <dc:creator>Weihsueh A. Chiu (7485812)</dc:creator>
          <dc:creator>Alexandre Borrel (1612594)</dc:creator>
          <dc:subject>Biochemistry</dc:subject>
          <dc:subject>Genetics</dc:subject>
          <dc:subject>Molecular Biology</dc:subject>
          <dc:subject>Environmental Sciences not elsewhere classified</dc:subject>
          <dc:subject>Chemical Sciences not elsewhere classified</dc:subject>
          <dc:subject>Biological Sciences not elsewhere classified</dc:subject>
          <dc:subject>Cancer</dc:subject>
          <dc:subject>Inorganic Chemistry</dc:subject>
          <dc:subject>nutrient supply ).</dc:subject>
          <dc:subject>driven consensus process</dc:subject>
          <dc:subject>cellular responses relevant</dc:subject>
          <dc:subject>causes immortalization ).</dc:subject>
          <dc:subject>cancer hazard evaluation</dc:subject>
          <dc:subject>novel tiering approach</dc:subject>
          <dc:subject>direct effect linked</dc:subject>
          <dc:subject>alters cell proliferation</dc:subject>
          <dc:subject>838 assay endpoints</dc:subject>
          <dc:subject>throughput screening data</dc:subject>
          <dc:subject>tier b signifies</dc:subject>
          <dc:subject>ten key characteristics</dc:subject>
          <dc:subject>assay endpoints mapping</dc:subject>
          <dc:subject>different kccs depending</dc:subject>
          <dc:subject>tox21 assay endpoints</dc:subject>
          <dc:subject>incorporated response directionality</dc:subject>
          <dc:subject>mapped assay endpoints</dc:subject>
          <dc:subject>assay endpoints</dc:subject>
          <dc:subject>key characteristics</dc:subject>
          <dc:subject>assay ’</dc:subject>
          <dc:subject>systematic approach</dc:subject>
          <dc:subject>downstream effect</dc:subject>
          <dc:subject>cell death</dc:subject>
          <dc:subject>comprehensive mapping</dc:subject>
          <dc:subject>systematically utilize</dc:subject>
          <dc:subject>structured framework</dc:subject>
          <dc:subject>risk assessors</dc:subject>
          <dc:subject>modulates receptor</dc:subject>
          <dc:subject>metabolically activated</dc:subject>
          <dc:subject>mediated effects</dc:subject>
          <dc:subject>mechanistic relevance</dc:subject>
          <dc:subject>mechanistic evidence</dc:subject>
          <dc:subject>interpreting high</dc:subject>
          <dc:subject>enables researchers</dc:subject>
          <dc:subject>crucial resource</dc:subject>
          <dc:subject>chemical prioritization</dc:subject>
          <dc:subject>53 %)</dc:subject>
          <dc:description>The Environmental
Protection Agency’s Toxicity Forecaster
(ToxCast) and the Toxicity Testing in the 21st Century federal consortium
(Tox21) programs provide vast high-throughput screening data on thousands
of chemicals, capturing a range of molecular and cellular responses
relevant to toxicity. However, their application to cancer hazard
identification requires a structured framework. The ten key characteristics
of carcinogens (KCCs) offer a systematic approach for organizing this
mechanistic evidence. We present an updated, comprehensive mapping
of 1,570 ToxCast/Tox21 assay endpoints to the KCCs, developed through
an expert-driven consensus process. A novel tiering approach was introduced
to characterize each assay’s level of mechanistic relevance:
Tier A indicates a direct effect linked to a KCC, while Tier B signifies
an indirect or downstream effect. Additionally, we incorporated response
directionality to correctly identify events contributing to, rather
than merely associated with, a KCC. Of the 1,570 assay endpoints available
in ToxCast/Tox21, 838 assay endpoints (53%) were mapped to the KCCs
with some assay endpoints mapping to multiple KCCs. The majority of
mapped assay endpoints were associated with KCC8 (modulates receptor-mediated
effects) and KCC10 (alters cell proliferation, cell death, or nutrient
supply). Some assay endpoints were mapped on different KCCs depending
on the directionality of the response. No assay endpoints were mapped
to KCC1 (is electrophilic or can be metabolically activated to electrophiles)
or KCC9 (causes immortalization). This publicly available tiered mapping
provides a crucial resource for interpreting high-throughput screening
data in the context of carcinogenesis. It enables researchers and
risk assessors to more systematically utilize such data for cancer
hazard evaluation and chemical prioritization.</dc:description>
          <dc:date>2026-09-30T00:00:00Z</dc:date>
          <dc:type>Text</dc:type>
          <dc:type>Journal contribution</dc:type>
          <dc:identifier>10.1021/EHP.6c00478.s002</dc:identifier>
          <dc:relation>https://figshare.com/articles/journal_contribution/Mapping_ToxCast_Tox21_Assay_Endpoints_to_Key_Characteristics_of_Carcinogens_to_Support_Cancer_Hazard_Evaluation/34033335</dc:relation>
          <dc:rights>CC BY-NC 4.0</dc:rights>
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