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Meta-Analysis of Large-Scale Toxicogenomic Data Finds Neuronal Regeneration Related Protein and Cathepsin D to Be Novel Biomarkers of Drug-Induced Toxicity

Authors
 Hyosil Kim  ;  Ju-Hwa Kim  ;  So Youn Kim  ;  Deokyeon Jo  ;  Ho Jun Park  ;  Jihyun Kim  ;  Sungwon Jung  ;  Hyun Seok Kim  ;  KiYoung Lee 
Citation
 PLOS ONE, Vol.10(9) : e0136698, 2015 
Journal Title
 PLOS ONE 
Issue Date
2015
MeSH
Animals ; Biomarkers/analysis* ; Cathepsin D/analysis* ; Cell Line ; Gene Expression ; Humans ; Nerve Tissue Proteins/analysis* ; Oncogene Proteins/analysis* ; Toxicogenetics*
Abstract
Undesirable toxicity is one of the main reasons for withdrawing drugs from the market or eliminating them as candidates in clinical trials. Although numerous studies have attempted to identify biomarkers capable of predicting pharmacotoxicity, few have attempted to discover robust biomarkers that are coherent across various species and experimental settings. To identify such biomarkers, we conducted meta-analyses of massive gene expression profiles for 6,567 in vivo rat samples and 453 compounds. After applying rigorous feature reduction procedures, our analyses identified 18 genes to be related with toxicity upon comparisons of untreated versus treated and innocuous versus toxic specimens of kidney, liver and heart tissue. We then independently validated these genes in human cell lines. In doing so, we found several of these genes to be coherently regulated in both in vivo rat specimens and in human cell lines. Specifically, mRNA expression of neuronal regeneration-related protein was robustly down-regulated in both liver and kidney cells, while mRNA expression of cathepsin D was commonly up-regulated in liver cells after exposure to toxic concentrations of chemical compounds. Use of these novel toxicity biomarkers may enhance the efficiency of screening for safe lead compounds in early-phase drug development prior to animal testing.
Files in This Item:
T201503310.pdf Download
DOI
10.1371/journal.pone.0136698
Appears in Collections:
1. College of Medicine (의과대학) > BioMedical Science Institute (의생명과학부) > 1. Journal Papers
Yonsei Authors
Kim, Hyun Seok(김현석) ORCID logo https://orcid.org/0000-0003-4498-8690
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/141026
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