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Evaluation of In Vitro Mitochondrial Toxicity Assays and Physicochemical Properties for Prediction of Organ Toxicity Using 228 Pharmaceutical Drugs Payal Rana, Michael D. Aleo, Mark Gosink, and Yvonne Will Chem. Res. Toxicol., Just Accepted Manuscript • DOI: 10.1021/acs.chemrestox.8b00246 • Publication Date (Web): 10 Dec 2018 Downloaded from http://pubs.acs.org on December 12, 2018
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Chemical Research in Toxicology
Evaluation of In Vitro Mitochondrial Toxicity Assays and Physicochemical Properties for Prediction of Organ Toxicity Using 228 Pharmaceutical Drugs
Payal Rana*a, Michael D. Aleoa , Mark Gosinka, and Yvonne Willa
aDrug
Safety Research & Development, Pfizer, Eastern Point Road, Groton, CT 06340, USA
Key words: Mitochondrial toxicity, Organ toxicity, Physicochemical properties, In vitro assays, Drug-induced liver injury, Hepatotoxicity, Cardiotoxicity, Nephrotoxicity
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Table of contents graphics:
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Chemical Research in Toxicology
ABSTRACT Mitochondrial toxicity has been shown to contribute to a variety of organ toxicities such as liver, cardiac and kidney. In the past decades, two high throughput applicable screening assays (isolated rat liver mitochondria; glucose-galactose grown HepG2 cells) to assess mitochondrial toxicity have been deployed in many pharmaceutical companies and numerous publications have demonstrated its usefulness for mechanistic investigations. However, only two publications have demonstrated the utility of these screens as a predictor of human drug induced liver injury. In the present study, we screened 73 hepatotoxicants, 46 cardiotoxicants, 49 nephrotoxicants and 60 compounds not known to cause human organ toxicity for their effects on mitochondrial function(s) in the assays mentioned above. Predictive performance was evaluated using specificity and sensitivity of the assays for predicting organ toxicity. Our results show that the predictive performance of the mitochondrial assays are superior for
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hepatotoxicity as compared to cardiotoxicity and nephrotoxicity (sensitivity 63% vs 33% and 28% with similar specificity of 93%) when the analysis was done at 100* Cmax (drug concentration in human plasma level). We further explored the association of mitochondrial toxicity with physicochemical properties such as cLogP (calculated Log Partition Coefficient), TPSA (Topological Polar Surface Area), ionization status and molecular weight of the drugs and found that cLogP was most significantly associated mitochondrial toxicity. Since these assays are amenable to higher throughput, we recommend that chemists use these assays to perform SAR (structure activity relationship) early in the drug discovery process when chemical matter is abundant. This assures that compounds that lack the propensity to cause mitochondrial dysfunction (and associated organ toxicity) will move forward into animals and humans.
INTRODUCTION Drug induced mitochondrial toxicity contributes to toxicities of many organs, such as the liver, heart, kidney, skeletal muscle and brain.1 In addition, it has been shown that
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Chemical Research in Toxicology
mitochondrial toxicity at least in part contributed to the attrition of phenformin, troglitazone, nefazodone and cerivastatin.2,3 The knowledge that many drug classes (antidiabetic, anti-lipidemic, antivirals, antibiotics and anti-depressants) can exhibit mitochondrial liabilities has led to the development of high-throughput applicable mitochondrial assays4,5 that can be positioned early in the drug discovery screening process. These assays have thus far mostly been used for mechanistic evaluations of numerous drug classes.6,7,8,9 To date, few published studies have used mitochondrial toxicity assessment as a predictor of human liver injury. 10,11,12 Porceddu et al., tested 87 drugs known to cause hepatotoxicity and 37 drugs not reported to cause hepatotoxicity and reported a >90% positive predictive value for human drug induced liver injury using a multi-parameter assay conducted in mouse liver mitochondria.11 Aleo et al., 12 used 24 Most-DILI-, 28 Less-DILI-, and 20 No-DILI-concern drugs annotated in the United States National Center for Toxicological Research Liver Toxicity Knowledge Base (NCTRLTKB) and demonstrated mitochondrial toxicity was generally correlated across human DILI concern categories, such as death or black box warnings when combined with inhibition of the bile salt export protein.12 5|Page ACS Paragon Plus Environment
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In this study, we utilized two routine assays for detection of mitochondrial toxicants deployed within Pfizer to advance our understanding of 1) predictivity towards major organ toxicity, other than hepatotoxicity, and 2) to investigate the physicochemical attributes that contribute to positive findings in these assays. The first assay utilizes cells grown in two types of media, a) high glucose and b) galactose containing media.13, 14, 15
Cells grown in high glucose-containing medium use glycolysis for ATP generation
and are resistant to mitochondrial insult. In contrast, cells grown in galactose-containing medium rely almost exclusively on mitochondria for their ATP production, and hence are very sensitive to mitochondrial insult.
The second assay, called RST (Respiratory
Screening Technology), measures mitochondrial respiration in the form of oxygen consumption in freshly isolated rat liver mitochondria using a time resolved fluorescent oxygen-sensitive probe.15,16,17,18 In the present study, we screened 73 hepatotoxicants, 46 cardiotoxicants, 49 nephrotoxicants and 60 compounds not known to cause human organ toxicity. It was our desire to advance the usage of mitochondrial toxicity assays as a tool for predicting organ toxicity and understand the physicochemical property space that drives these 6|Page ACS Paragon Plus Environment
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Chemical Research in Toxicology
liabilities.
We addressed the following three questions:
(A) What percentage of
compounds in each organ toxicity class tested positive in the mitochondrial assays? (B) What is the predictive value towards particular organ toxicity (specificity/sensitivity)? (C) Do compounds that tested positive in the mitochondrial assays occupy a different physicochemical property space than those that tested negative?
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EXPERIMENTAL PROCEDURES Mitochondrial Toxicity In vitro assays Methods for measurements of mitochondrial respiration in isolated rat liver mitochondria
4,11,16,17,18
and
assessment
of
mitochondrial
toxicity
using
glucose/galactose model 5,13,14,37,52 have been previously published. Statistical Analysis Concentration-response plots and IC50 values for each compound were generated either in Graph Pad Prism 5 (San Diego, CA) using a non-linear regression analysis or using SiGHTS (System Integrated Global High Throughput Screening) Pfizer’s internal proprietary data analysis software using a non-linear regression analysis. Statistical analysis was performed using the two way ANOVA between groups in Graph Pad Prism 5 (San Diego, CA). P value 3. 15 | P a g e ACS Paragon Plus Environment
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There was a statistically significant (P 3, 3.87) compared to those compounds which tested negative in the mitochondrial assays (Mean cLogP