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Beabout K, McCurry MD, Mehta H, Shah AA, Pulukuri KK, Rigol S, Wang Y, Nicolaou KC, Shamoo Y. Experimental Evolution of Diverse Strains as a Method for the Determination of Biochemical Mechanisms of Action for Novel Pyrrolizidinone Antibiotics. ACS Infect Dis 2017; 3:854-865. [PMID: 28942642 DOI: 10.1021/acsinfecdis.7b00135] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The continuing rise of multidrug resistant pathogens has made it clear that in the absence of new antibiotics we are moving toward a "postantibiotic" world, in which even routine infections will become increasingly untreatable. There is a clear need for the development of new antibiotics with truly novel mechanisms of action to combat multidrug resistant pathogens. Experimental evolution to resistance can be a useful tactic for the characterization of the biochemical mechanism of action for antibiotics of interest. Herein, we demonstrate that the use of a diverse panel of strains with well-annotated reference genomes improves the success of using experimental evolution to characterize the mechanism of action of a novel pyrrolizidinone antibiotic analog. Importantly, we used experimental evolution under conditions that favor strongly polymorphic populations to adapt a panel of three substantially different Gram-positive species (lab strain Bacillus subtilis and clinical strains methicillin-resistant Staphylococcus aureus MRSA131 and Enterococcus faecalis S613) to produce a sufficiently diverse set of evolutionary outcomes. Comparative whole genome sequencing (WGS) between the susceptible starting strain and the resistant strains was then used to identify the genetic changes within each species in response to the pyrrolizidinone. Taken together, the adaptive response across a range of organisms allowed us to develop a readily testable hypothesis for the mechanism of action of the CJ-16 264 analog. In conjunction with mitochondrial inhibition studies, we were able to elucidate that this novel pyrrolizidinone antibiotic is an electron transport chain (ETC) inhibitor. By studying evolution to resistance in a panel of different species of bacteria, we have developed an enhanced method for the characterization of new lead compounds for the discovery of new mechanisms of action.
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Affiliation(s)
- Kathryn Beabout
- Department
of BioSciences, Rice University, 6100 Main Street, Houston, Texas 77005, United States
| | - Megan D. McCurry
- Department
of BioSciences, Rice University, 6100 Main Street, Houston, Texas 77005, United States
| | - Heer Mehta
- Department
of BioSciences, Rice University, 6100 Main Street, Houston, Texas 77005, United States
| | - Akshay A. Shah
- Department
of Chemistry, BioScience Research Collaborative, Rice University, 6100 Main Street, Houston, Texas 77005, United States
| | - Kiran Kumar Pulukuri
- Department
of Chemistry, BioScience Research Collaborative, Rice University, 6100 Main Street, Houston, Texas 77005, United States
| | - Stephan Rigol
- Department
of Chemistry, BioScience Research Collaborative, Rice University, 6100 Main Street, Houston, Texas 77005, United States
| | - Yanping Wang
- Department
of Chemistry, BioScience Research Collaborative, Rice University, 6100 Main Street, Houston, Texas 77005, United States
| | - K. C. Nicolaou
- Department
of Chemistry, BioScience Research Collaborative, Rice University, 6100 Main Street, Houston, Texas 77005, United States
| | - Yousif Shamoo
- Department
of BioSciences, Rice University, 6100 Main Street, Houston, Texas 77005, United States
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Sanuki Y, Araki T, Nakazono O, Tsurui K. A rapid mitochondrial toxicity assay utilizing rapidly changing cell energy metabolism. J Toxicol Sci 2017; 42:349-358. [PMID: 28496041 DOI: 10.2131/jts.42.349] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Drug-induced liver injury is a major cause of safety-related drug-marketing withdrawals. Several drugs have been reported to disrupt mitochondrial function, resulting in hepatotoxicity. The development of a simple and effective in vitro assay to identify the potential for mitochondrial toxicity is thus desired to minimize the risk of causing hepatotoxicity and subsequent drug withdrawal. An in vitro test method called the "glucose-galactose" assay is often used in drug development but requires prior-culture of cells over several passages for mitochondrial adaptation, thereby restricting use of the assay. Here, we report a rapid version of this method with the same predictability as the original method. We found that replacing the glucose in the medium with galactose resulted in HepG2 cells immediately shifting their energy metabolism from glycolysis to oxidative phosphorylation due to drastic energy starvation; in addition, the intracellular concentration of ATP was reduced by mitotoxicants when glucose in the medium was replaced with galactose. Using our proposed rapid method, mitochondrial dysfunction in HepG2 cells can be evaluated by drug exposure for one hour without a pre-culture step. This rapid assay for mitochondrial toxicity may be more suitable for high-throughput screening than the original method at an early stage of drug development.
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Affiliation(s)
- Yosuke Sanuki
- Laboratory for Safety Assessment and ADME, Pharmaceuticals Research Center, Asahi Kasei Pharma Corp
| | - Tetsuro Araki
- Laboratory for Safety Assessment and ADME, Pharmaceuticals Research Center, Asahi Kasei Pharma Corp
| | - Osamu Nakazono
- Laboratory for Safety Assessment and ADME, Pharmaceuticals Research Center, Asahi Kasei Pharma Corp
| | - Kazuyuki Tsurui
- Laboratory for Safety Assessment and ADME, Pharmaceuticals Research Center, Asahi Kasei Pharma Corp
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Weaver RJ, Betts C, Blomme EAG, Gerets HHJ, Gjervig Jensen K, Hewitt PG, Juhila S, Labbe G, Liguori MJ, Mesens N, Ogese MO, Persson M, Snoeys J, Stevens JL, Walker T, Park BK. Test systems in drug discovery for hazard identification and risk assessment of human drug-induced liver injury. Expert Opin Drug Metab Toxicol 2017; 13:767-782. [PMID: 28604124 DOI: 10.1080/17425255.2017.1341489] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
INTRODUCTION The liver is an important target for drug-induced toxicities. Early detection of hepatotoxic drugs requires use of well-characterized test systems, yet current knowledge, gaps and limitations of tests employed remains an important issue for drug development. Areas Covered: The current state of the science, understanding and application of test systems in use for the detection of drug-induced cytotoxicity, mitochondrial toxicity, cholestasis and inflammation is summarized. The test systems highlighted herein cover mostly in vitro and some in vivo models and endpoint measurements used in the assessment of small molecule toxic liabilities. Opportunities for research efforts in areas necessitating the development of specific tests and improved mechanistic understanding are highlighted. Expert Opinion: Use of in vitro test systems for safety optimization will remain a core activity in drug discovery. Substantial inroads have been made with a number of assays established for human Drug-induced Liver Injury. There nevertheless remain significant gaps with a need for improved in vitro tools and novel tests to address specific mechanisms of human Drug-Induced Liver Injury. Progress in these areas will necessitate not only models fit for application, but also mechanistic understanding of how chemical insult on the liver occurs in order to identify translational and quantifiable readouts for decision-making.
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Affiliation(s)
- Richard J Weaver
- a Research & Biopharmacy, Institut de Recherches Internationales Servier , Suresnes , France
| | - Catherine Betts
- b Pathology Sciences, Drug Safety and Metabolism , AstraZeneca R&D , Cambridge , UK
| | | | - Helga H J Gerets
- d Non Clinical Development, Chemin du Foriest , UCB BioPharma SPRL , Braine L'Alleud , Belgium
| | | | - Philip G Hewitt
- f Non-Clinical Development, Merck KGaA , Darmstadt , Germany
| | - Satu Juhila
- g In Vitro Biology , Orion Pharma , Espoo , Finland
| | - Gilles Labbe
- h Investigative Toxicology, Preclinical Safety , Sanofi R&D , Paris , France
| | | | - Natalie Mesens
- i Preclinical Development & Safety, Janssen (Pharmaceutical Companies of Johnson & Johnson) Turnhoutseweg 30 , Beerse , Belgium
| | - Monday O Ogese
- j Pathology Sciences, Drug Safety and Metabolism , AstraZeneca R&D , Cambridge , UK
| | - Mikael Persson
- k Innovative Medicines and Early Clinical Development, Drug Safety and Metabolism, Discovery Safety , AstraZeneca R&D , Mölndal , Sweden
| | - Jan Snoeys
- l Pharmacokinetics Dynamics & Metabolism, Janssen (Pharmaceutical Companies of Johnson & Johnson) Turnhoutseweg 30 , Beerse , Belgium
| | - James L Stevens
- m Dept of Toxicology , Lilly Research Laboratories, Eli Lilly and Company , Indianapolis , Indiana , USA
| | - Tracy Walker
- n Investigative Safety & Drug Metabolism , GlaxoSmithKline, David Jack Centre for Research and Development , Ware , Herts , Hertfordshire, UK
| | - B Kevin Park
- o Institute of Translational Medicine , University of Liverpool , Liverpool , UK
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Schultze N, Wanka H, Zwicker P, Lindequist U, Haertel B. Mitochondrial functions of THP-1 monocytes following the exposure to selected natural compounds. Toxicology 2016; 377:57-63. [PMID: 28013001 DOI: 10.1016/j.tox.2016.12.006] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2016] [Revised: 12/19/2016] [Accepted: 12/20/2016] [Indexed: 12/24/2022]
Abstract
The immune system is an important target of various xenobiotics, which may lead to severe adverse effects including immunosuppression or inappropriate immunostimulation. Mitochondrial toxicity is one possibility by which xenobiotics exert their toxic effects in cells or organs. In this study, we investigated the impact of three natural compounds, cyclosporine A (CsA), deoxynivalenol (DON) and cannabidiol (CBD) on mitochondrial functions in the THP-1 monocytic cell line. The cells were exposed for 24h to two different concentrations (IC10 and IC50 determined by MTT) of each compound. The cells showed concentration-dependent elevated intracellular reactive oxygen species (iROS) and induction of apoptosis (except DON) in response to the three test compounds. Mitochondrial functions were characterized by using bioenergetics profiling experiments. In THP-1 monocytes, the IC50 of CsA decreased basal and maximal respiration as well as ATP production with an impact on spare capacity indicating a mitochondrial dysfunction. Similar reaction patterns were observed following CBD exposure. The basal respiration level and ATP-production decreased in the THP-1 cells exposed to the IC50 of DON with no major impact on mitochondrial function. In conclusion, impaired mitochondrial function was accompanied by elevated iROS and apoptosis level in a monocytic cell line exposed to CsA and CBD. Mitochondrial dysfunction may be one explanation for the cytotoxicity of CBD and CsA also in other in immune cells.
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Affiliation(s)
- Nadin Schultze
- Institute of Pharmacy, Pharmaceutical Biology, Ernst-Moritz-Arndt University of Greifswald, D17489 Greifswald, Germany.
| | - Heike Wanka
- Institute of Physiology, University Medicine of Greifswald, D17495 Karlsburg, Germany
| | - Paula Zwicker
- Institute of Pharmacy, Pharmaceutical Biology, Ernst-Moritz-Arndt University of Greifswald, D17489 Greifswald, Germany
| | - Ulrike Lindequist
- Institute of Pharmacy, Pharmaceutical Biology, Ernst-Moritz-Arndt University of Greifswald, D17489 Greifswald, Germany
| | - Beate Haertel
- Institute of Pharmacy, Pharmaceutical Biology, Ernst-Moritz-Arndt University of Greifswald, D17489 Greifswald, Germany
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Antiviral Nucleotide Incorporation by Recombinant Human Mitochondrial RNA Polymerase Is Predictive of Increased In Vivo Mitochondrial Toxicity Risk. Antimicrob Agents Chemother 2016; 60:7077-7085. [PMID: 27645237 DOI: 10.1128/aac.01253-16] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Accepted: 08/20/2016] [Indexed: 02/07/2023] Open
Abstract
Nucleoside or nucleotide inhibitors are a highly successful class of antivirals due to selectivity, potency, broad coverage, and high barrier to resistance. Nucleosides are the backbone of combination treatments for HIV, hepatitis B virus, and, since the FDA approval of sofosbuvir in 2013, also for hepatitis C virus (HCV). However, many promising nucleotide inhibitors have advanced to clinical trials only to be terminated due to unexpected toxicity. Here we describe the in vitro pharmacology of compound 1, a monophosphate prodrug of a 2'-ethynyluridine developed for the treatment of HCV. Compound 1 inhibits multiple HCV genotypes in vitro (50% effective concentration [EC50], 0.05 to 0.1 μM) with a selectivity index of >300 (50% cytotoxic concentration [CC50], 30 μM in MT-4 cells). The active triphosphate metabolite of compound 1, compound 2, does not inhibit human α, β, or γ DNA polymerases but was a substrate for incorporation by the human mitochondrial RNA polymerase (POLRMT). In dog, the oral administration of compound 1 resulted in elevated serum liver enzymes and microscopic changes in the liver. Transmission electron microscopy showed significant mitochondrial swelling and lipid accumulation in hepatocytes. Gene expression analysis revealed dose-proportional gene signature changes linked to loss of hepatic function and increased mitochondrial dysfunction. The potential of in vivo toxicity through mitochondrial polymerase incorporation by nucleoside analogs has been previously shown. This study shows that even moderate levels of nucleotide analog incorporation by POLRMT increase the risk of in vivo mitochondrial dysfunction. Based on these results, further development of compound 1 as an anti-HCV compound was terminated.
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Key Challenges and Opportunities Associated with the Use of In Vitro Models to Detect Human DILI: Integrated Risk Assessment and Mitigation Plans. BIOMED RESEARCH INTERNATIONAL 2016; 2016:9737920. [PMID: 27689095 PMCID: PMC5027328 DOI: 10.1155/2016/9737920] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Accepted: 06/22/2016] [Indexed: 01/10/2023]
Abstract
Drug-induced liver injury (DILI) is a major cause of late-stage clinical drug attrition, market withdrawal, black-box warnings, and acute liver failure. Consequently, it has been an area of focus for toxicologists and clinicians for several decades. In spite of considerable efforts, limited improvements in DILI prediction have been made and efforts to improve existing preclinical models or develop new test systems remain a high priority. While prediction of intrinsic DILI has improved, identifying compounds with a risk for idiosyncratic DILI (iDILI) remains extremely challenging because of the lack of a clear mechanistic understanding and the multifactorial pathogenesis of idiosyncratic drug reactions. Well-defined clinical diagnostic criteria and risk factors are also missing. This paper summarizes key data interpretation challenges, practical considerations, model limitations, and the need for an integrated risk assessment. As demonstrated through selected initiatives to address other types of toxicities, opportunities exist however for improvement, especially through better concerted efforts at harmonization of current, emerging and novel in vitro systems or through the establishment of strategies for implementation of preclinical DILI models across the pharmaceutical industry. Perspectives on the incorporation of newer technologies and the value of precompetitive consortia to identify useful practices are also discussed.
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