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A Quantitative Approach to Screen for Nephrotoxic Compounds In Vitro

Melanie Adler, Susanne Ramm, Marc Hafner, Jeremy L. Muhlich, Esther Maria Gottwald, Elijah Weber, Alenka Jaklic, Amrendra Kumar Ajay, Daniel Svoboda, Scott Auerbach, Edward J. Kelly, Jonathan Himmelfarb and Vishal S. Vaidya
JASN (2015) DOI: https://doi.org/10.1681/ASN.2015010060 PMID: 26260164


Publication


Abstract

Nephrotoxicity due to drugs and environmental chemicals accounts for significant patient mortality and morbidity, but there is no high throughput in vitro method for predictive nephrotoxicity assessment. We show that primary human proximal tubular epithelial cells (HPTECs) possess characteristics of differentiated epithelial cells rendering them desirable to use in such in vitro systems. To identify a reliable biomarker of nephrotoxicity, we conducted multiplexed gene expression profiling of HPTECs after exposure to six different concentrations of nine human nephrotoxicants. Only overexpression of the gene encoding heme oxygenase-1 (HO-1) significantly correlated with increasing dose for six of the compounds, and significant HO-1 protein deregulation was confirmed with each of the nine nephrotoxicants. Translatability of HO-1 increase across species and platforms was demonstrated by computationally mining two large rat toxicogenomic databases for kidney tubular toxicity and by observing a significant increase in HO-1 after toxicity using an ex vivo three-dimensional microphysiologic system (kidney-on-a-chip). The predictive potential of HO-1 was tested using an additional panel of 39 mechanistically distinct nephrotoxic compounds. Although HO-1 performed better (area under the curve receiver-operator characteristic curve [AUC-ROC]=0.89) than traditional endpoints of cell viability (AUC-ROC for ATP=0.78; AUC-ROC for cell count=0.88), the combination of HO-1 and cell count further improved the predictive ability (AUC-ROC=0.92). We also developed and optimized a homogenous time-resolved fluorescence assay to allow high throughput quantitative screening of nephrotoxic compounds using HO-1 as a sensitive biomarker. This cell-based approach may facilitate rapid assessment of potential nephrotoxic therapeutics and environmental chemicals.

Toxicogenomics


DrugMatrix and TG-GATES Gene Expression Data

Gene Expression Omnibus (GEO) Series: GSE57811

ArrayExpress: E-MTAB-800