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EwC News
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Case Study: Temporal Transcriptomic Analysis of Cadmium Chloride Nephrotoxicity
1. Introduction: Context, Motivation, and Project Framework Nephrotoxicity Challenge: Nephrotoxicity, or kidney injury, is a frequent outcome of exposure to a wide variety of xenobiotics and can result in acute and chronic kidney damage. Traditional toxicological assessment methods, such as animal in vivo studies, are limited by poor predictive capacity and a lack of human relevance. Advantage of hiPSC Models: A paradigm shift towards in vitro testing offers new opportuni
16 minutes ago4 min read
Case Study in3 Paroquat Toxicity
Beyond the Cage: Human iPSC Multi-Organ Models Validate Next-Generation Chemical Risk Assessment 1. Motivation and Context Need for New...
Oct 74 min read


Case study in3 DrugMatrix: Toxicogenomic Signatures of Kidney Toxicity: Pinpointing 109 Differentially Expressed Genes in Rat DrugMatrix Data
Executive Summary The case study leveraged rat in vivo transcriptomics data from the DrugMatrix Database to investigate mechanisms of nephrotoxicity. The primary objective was to perform biomarker discovery by identifying differentially expressed genes (DEGs) specific to toxic compounds compared to non-toxic compounds. The study harmonized data for several nephrotoxic and non-nephrotoxic compounds based on dose and exposure duration. Analysis revealed 109 DEGs found exclus
Oct 73 min read
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