A Rat Liver Transcriptomic Point of Departure Predicts a Prospective Liver or Non-liver Apical Point of Departure

被引:39
|
作者
Johnson, Kamin J. [1 ]
Auerbach, Scott S. [2 ]
Costa, Eduardo [3 ]
机构
[1] Corteva Agrisci, Predict Safety Ctr, 9330 Zionsville Rd, Indianapolis, IN 46268 USA
[2] NIEHS, Div Natl Toxicol Program, POB 12233, Res Triangle Pk, NC 27709 USA
[3] Corteva Agrisci, Data Sci & Informat, Mogi Mirim, SP, Brazil
基金
美国国家卫生研究院;
关键词
transcriptome; benchmark dose; point of departure; apical effect; risk assessment; RISK-ASSESSMENT; TOXICOGENOMICS; EXPLORATION; CONCORDANCE;
D O I
10.1093/toxsci/kfaa062
中图分类号
R99 [毒物学(毒理学)];
学科分类号
100405 ;
摘要
Identifying a toxicity point of departure (POD) is a required step in human health risk characterization of crop protection molecules, and this POD has historically been derived from apical endpoints across a battery of animal-based toxicology studies. Using rat transcriptome and apical data for 79 molecules obtained from Open TG-GATES (Toxicogenomics Project-Genomics Assisted Toxicity Evaluation System) (632 datasets), the hypothesis was tested that a short-term exposure, transcriptome-based liver biological effect POD (BEPOD) could estimate a longer-term exposure "systemic" apical endpoint POD. Apical endpoints considered were body weight, clinical observation, kidney weight and histopathology and liver weight and histopathology. A BMDExpress algorithm using Gene Ontology Biological Process gene sets was optimized to derive a liver BEPOD most predictive of a systemic apical POD. Liver BEPODs were stable from 3 h to 29 days of exposure; the median fold difference of the 29-day BEPOD to BEPODs from earlier time points was approximately 1 (range: 0.7-1.1). Strong positive correlation (Pearson R = 0.86) and predictive accuracy (root mean square difference = 0.41) were observed between a concurrent (29 days) liver BEPOD and the systemic apical POD. Similar Pearson R and root mean square difference values were observed for comparisons between a 29-day systemic apical POD and liver BEPODs derived from 3 h to 15 days of exposure. These data across 79 molecules suggest that a longer-term exposure study apical POD from liver and non-liver compartments can be estimated using a liver BEPOD derived from an acute or subacute exposure study.
引用
收藏
页码:86 / 102
页数:17
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