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Christopher Corton J, Mitchell CA, Auerbach S, Bushel JP, Ellinger-Ziegelbauer H, Escobar PA, Froetschl R, Harrill AH, Johnson K, Klaunig JE, Pandiri AR, Podtelezhnikov AA, Rager JE, Tanis KQ, van der Laan JW, Vespa A, Yauk CL, Pettit SD, Sistare FD. A Collaborative Initiative to Establish Genomic Biomarkers for Assessing Tumorigenic Potential to Reduce Reliance on Conventional Rodent Carcinogenicity Studies. Toxicol Sci 2022; 188:4-16. [PMID: 35404422 PMCID: PMC9238304 DOI: 10.1093/toxsci/kfac041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
There is growing recognition across broad sectors of the scientific community that use of genomic biomarkers has the potential to reduce the need for conventional rodent carcinogenicity studies of industrial chemicals, agrochemicals, and pharmaceuticals through a weight-of-evidence approach. These biomarkers fall into 2 major categories: (1) sets of gene transcripts that can identify distinct tumorigenic mechanisms of action; and (2) cancer driver gene mutations indicative of rapidly expanding growth-advantaged clonal cell populations. This call-to-action article describes a collaborative approach launched to develop and qualify biomarker gene expression panels that measure widely accepted molecular pathways linked to tumorigenesis and their activation levels to predict tumorigenic doses of chemicals from short-term exposures. Growing evidence suggests that application of such biomarker panels in short-term exposure rodent studies can identify both tumorigenic hazard and tumorigenic activation levels for chemical-induced carcinogenicity. In the future, this approach will be expanded to include methodologies examining mutations in key cancer driver gene mutation hotspots as biomarkers of both genotoxic and nongenotoxic chemical tumor risk. Analytical, technical, and biological validation studies of these complementary genomic tools are being undertaken by multisector and multidisciplinary collaborative teams within the Health and Environmental Sciences Institute. Success from these efforts will facilitate the transition from current heavy reliance on conventional 2-year rodent carcinogenicity studies to more rapid animal- and resource-sparing approaches for mechanism-based carcinogenicity evaluation supporting internal and regulatory decision-making.
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Affiliation(s)
- J Christopher Corton
- Center for Computational Toxicology and Exposure, US Environmental Protection Agency, Research Triangle Park, NC, USA
| | | | - Scott Auerbach
- Division of the National Toxicology Program, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA
| | - J Pierre Bushel
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC, USA
| | | | - Patricia A Escobar
- Safety Assessment and Laboratory Animal Resources, Merck Sharp & Dohme Corp, West Point, PA, USA
| | - Roland Froetschl
- BfArM-Bundesinstitut für Arzneimittel und Medizinprodukte, Federal Institute for Drugs and Medical Devices, Kurt-Georg-Kiesinger-Allee 3, Bonn, Germany
| | - Alison H Harrill
- Division of the National Toxicology Program, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA
| | | | - James E Klaunig
- Laboratory of Investigative Toxicology and Pathology, Department of Environmental and Occupational Health, Indiana School of Public Health, Indiana University, Bloomington, IN, USA
| | - Arun R Pandiri
- Division of the National Toxicology Program, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA
| | | | - Julia E Rager
- The Institute for Environmental Health Solutions, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Keith Q Tanis
- Safety Assessment and Laboratory Animal Resources, Merck Sharp & Dohme Corp, West Point, PA, USA
| | - Jan Willem van der Laan
- Section on Pharmacology, Toxicology and Kinetics, Medicines Evaluation Board, Utrecht, The Netherlands
| | - Alisa Vespa
- Therapeutic Products Directorate, Health Canada, Ottawa, Canada
| | - Carole L Yauk
- Department of Biology, University of Ottawa, Ottawa, ON, Canada
| | - Syril D Pettit
- Health and Environmental Sciences Institute, Washington, DC, USA
| | - Frank D Sistare
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
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Kang W, Podtelezhnikov AA, Tanis KQ, Pacchione S, Su M, Bleicher KB, Wang Z, Laws GM, Griffiths TG, Kuhls MC, Chen Q, Knemeyer I, Marsh DJ, Mitra K, Lebron J, Sistare FD. Development and Application of a Transcriptomic Signature of Bioactivation in an Advanced In Vitro Liver Model to Reduce Drug-induced Liver Injury Risk Early in the Pharmaceutical Pipeline. Toxicol Sci 2021; 177:121-139. [PMID: 32559289 DOI: 10.1093/toxsci/kfaa094] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Early risk assessment of drug-induced liver injury (DILI) potential for drug candidates remains a major challenge for pharmaceutical development. We have previously developed a set of rat liver transcriptional biomarkers in short-term toxicity studies to inform the potential of drug candidates to generate a high burden of chemically reactive metabolites that presents higher risk for human DILI. Here, we describe translation of those NRF1-/NRF2-mediated liver tissue biomarkers to an in vitro assay using an advanced micropatterned coculture system (HEPATOPAC) with primary hepatocytes from male Wistar Han rats. A 9-day, resource-sparing and higher throughput approach designed to identify new chemical entities with lower reactive metabolite-forming potential was qualified for internal decision making using 93 DILI-positive and -negative drugs. This assay provides 81% sensitivity and 90% specificity in detecting hepatotoxicants when a positive test outcome is defined as the bioactivation signature score of a test drug exceeding the threshold value at an in vitro test concentration that falls within 3-fold of the estimated maximum drug concentration at the human liver inlet following highest recommended clinical dose administrations. Using paired examples of compounds from distinct chemical series and close structural analogs, we demonstrate that this assay can differentiate drugs with lower DILI risk. The utility of this in vitro transcriptomic approach was also examined using human HEPATOPAC from a single donor, yielding 68% sensitivity and 86% specificity when the aforementioned criteria are applied to the same 93-drug test set. Routine use of the rat model has been adopted with deployment of the human model as warranted on a case-by-case basis. This in vitro transcriptomic signature-based strategy can be used early in drug discovery to derisk DILI potential from chemically reactive metabolites by guiding structure-activity relationship hypotheses and candidate selection.
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Affiliation(s)
- Wen Kang
- Safety Assessment & Laboratory Animal Resources
| | | | | | | | - Ming Su
- Safety Assessment & Laboratory Animal Resources
| | | | - Zhibin Wang
- Safety Assessment & Laboratory Animal Resources
| | | | | | | | - Qing Chen
- Pharmacokinetics, Pharmacodynamics & Drug Metabolism, Merck & Co., Inc., West Point, Pennsylvania 19486
| | - Ian Knemeyer
- Pharmacokinetics, Pharmacodynamics & Drug Metabolism, Merck & Co., Inc., West Point, Pennsylvania 19486
| | | | | | - Jose Lebron
- Safety Assessment & Laboratory Animal Resources
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Podtelezhnikov AA, Monroe JJ, Aslamkhan AG, Pearson K, Qin C, Tamburino AM, Loboda AP, Glaab WE, Sistare FD, Tanis KQ. Quantitative Transcriptional Biomarkers of Xenobiotic Receptor Activation in Rat Liver for the Early Assessment of Drug Safety Liabilities. Toxicol Sci 2021; 175:98-112. [PMID: 32119089 DOI: 10.1093/toxsci/kfaa026] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
The robust transcriptional plasticity of liver mediated through xenobiotic receptors underlies its ability to respond rapidly and effectively to diverse chemical stressors. Thus, drug-induced gene expression changes in liver serve not only as biomarkers of liver injury, but also as mechanistic sentinels of adaptation in metabolism, detoxification, and tissue protection from chemicals. Modern RNA sequencing methods offer an unmatched opportunity to quantitatively monitor these processes in parallel and to contextualize the spectrum of dose-dependent stress, adaptation, protection, and injury responses induced in liver by drug treatments. Using this approach, we profiled the transcriptional changes in rat liver following daily oral administration of 120 different compounds, many of which are known to be associated with clinical risk for drug-induced liver injury by diverse mechanisms. Clustering, correlation, and linear modeling analyses were used to identify and optimize coexpressed gene signatures modulated by drug treatment. Here, we specifically focused on prioritizing 9 key signatures for their pragmatic utility for routine monitoring in initial rat tolerability studies just prior to entering drug development. These signatures are associated with 5 canonical xenobiotic nuclear receptors (AHR, CAR, PXR, PPARα, ER), 3 mediators of reactive metabolite-mediated stress responses (NRF2, NRF1, P53), and 1 liver response following activation of the innate immune response. Comparing paradigm chemical inducers of each receptor to the other compounds surveyed enabled us to identify sets of optimized gene expression panels and associated scoring algorithms proposed as quantitative mechanistic biomarkers with high sensitivity, specificity, and quantitative accuracy. These findings were further qualified using public datasets, Open TG-GATEs and DrugMatrix, and internal development compounds. With broader collaboration and additional qualification, the quantitative toxicogenomic framework described here could inform candidate selection prior to committing to drug development, as well as complement and provide a deeper understanding of the conventional toxicology study endpoints used later in drug development.
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Affiliation(s)
| | - James J Monroe
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania 19486-0004
| | - Amy G Aslamkhan
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania 19486-0004
| | - Kara Pearson
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania 19486-0004
| | - Chunhua Qin
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania 19486-0004
| | | | | | - Warren E Glaab
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania 19486-0004
| | - Frank D Sistare
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc., West Point, Pennsylvania 19486-0004
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4
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Glaab WE, Holder D, He YD, Bailey WJ, Gerhold DL, Beare C, Erdos Z, Lane P, Michna L, Muniappa N, Lawrence JW, Tanis KQ, Sina JF, Skopek TR, Sistare FD. Universal Toxicity Gene Signatures for Early Identification of Drug-Induced Tissue Injuries in Rats. Toxicol Sci 2021; 181:148-159. [PMID: 33837425 DOI: 10.1093/toxsci/kfab038] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
A new safety testing paradigm that relies on gene expression biomarker panels was developed to easily and quickly identify drug-induced injuries across tissues in rats prior to drug candidate selection. Here, we describe the development, qualification, and implementation of gene expression signatures that diagnose tissue degeneration/necrosis for use in early rat safety studies. Approximately 400 differentially expressed genes were first identified that were consistently regulated across 4 prioritized tissues (liver, kidney, heart, and skeletal muscle), following injuries induced by known toxicants. Hundred of these "universal" genes were chosen for quantitative PCR, and the most consistent and robustly responding transcripts selected, resulting in a final 22-gene set from which unique sets of 12 genes were chosen as optimal for each tissue. The approach was extended across 4 additional tissues (pancreas, gastrointestinal tract, bladder, and testes) where toxicities are less common. Mathematical algorithms were generated to convert each tissue's 12-gene expression values to a single metric, scaled between 0 and 1, and a positive threshold set. For liver, kidney, heart, and skeletal muscle, this was established using a training set of 22 compounds and performance determined by testing a set of approximately 100 additional compounds, resulting in 74%-94% sensitivity and 94%-100% specificity for liver, kidney, and skeletal muscle, and 54%-62% sensitivity and 95%-98% specificity for heart. Similar performance was observed across a set of 15 studies for pancreas, gastrointestinal tract, bladder, and testes. Bundled together, we have incorporated these tissue signatures into a 4-day rat study, providing a rapid assessment of commonly seen compound liabilities to guide selection of lead candidates without the necessity to perform time-consuming histopathologic analyses.
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Affiliation(s)
- Warren E Glaab
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Daniel Holder
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Yudong D He
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Wendy J Bailey
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - David L Gerhold
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Carolann Beare
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Zoltan Erdos
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Pamela Lane
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Laura Michna
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Nagaraja Muniappa
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Jeffrey W Lawrence
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Keith Q Tanis
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Joseph F Sina
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Thomas R Skopek
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
| | - Frank D Sistare
- Safety Assessment and Laboratory Animal Resources, Merck & Co., Inc, West Point, Pennsylvania 19486, USA
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5
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Hafey MJ, Houle R, Tanis KQ, Knemeyer I, Shang J, Chen Q, Baudy A, Monroe J, Sistare FD, Evers R. A Two-Tiered In Vitro Approach to De-Risk Drug Candidates for Potential Bile Salt Export Pump Inhibition Liabilities in Drug Discovery. Drug Metab Dispos 2020; 48:1147-1160. [PMID: 32943412 DOI: 10.1124/dmd.120.000086] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 08/03/2020] [Indexed: 12/12/2022] Open
Abstract
Hepatocellular accumulation of bile salts by inhibition of bile salt export pump (BSEP/ABCB11) may result in cholestasis and is one proposed mechanism of drug-induced liver injury (DILI). To understand the relationship between BSEP inhibition and DILI, we evaluated 64 DILI-positive and 57 DILI-negative compounds in BSEP, multidrug resistance protein (MRP) 2, MRP3, and MRP4 vesicular inhibition assays. An empirical cutoff (5 μM) for BSEP inhibition was established based on a relationship between BSEP IC50 values and the calculated maximal unbound concentration at the inlet of the human liver (fu*Iin,max, assay specificity = 98%). Including inhibition of MRP2-4 did not increase DILI predictivity. To further understand the potential to inhibit bile salt transport, a selected subset of 30 compounds were tested for inhibition of taurocholate (TCA) transport in a long-term human hepatocyte micropatterned co-culture (MPCC) system. The resulting IC50 for TCA in vitro biliary clearance and biliary excretion index (BEI) in MPCCs were compared with the compound's fu*Iin,max to assess potential risk for bile salt transport perturbation. The data show high specificity (89%). Nine out of 15 compounds showed an IC50 value in the BSEP vesicular assay of <5μM, but the BEI IC50 was more than 10-fold the fu*Iin,max, suggesting that inhibition of BSEP in vivo is unlikely. The data indicate that although BSEP inhibition measured in membrane vesicles correlates with DILI risk, that measurement of this assay activity is insufficient. A two-tiered strategy incorporating MPCCs is presented to reduce BSEP inhibition potential and improve DILI risk. SIGNIFICANCE STATEMENT: This work describes a two-tiered in vitro approach to de-risk compounds for potential bile salt export pump inhibition liabilities in drug discovery utilizing membrane vesicles and a long-term human hepatocyte micropatterned co-culture system. Cutoffs to maximize specificity were established based on in vitro data from a set of 121 DILI-positive and -negative compounds and associated calculated maximal unbound concentration at the inlet of the human liver based on the highest clinical dose.
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Affiliation(s)
- Michael J Hafey
- Departments of Pharmacokinetics, Pharmacodynamics & Drug Metabolism (PPDM) (M.J.H., R.H., I.K., J.S., Q.C., R.E.), Genetics and Pharmacogenomics (K.Q.T.), and Safety Assessment and Laboratory Animal Resources (SALAR) (A.B., J.M., F.D.S.), Merck & Co., Inc., Kenilworth, New Jersey
| | - Robert Houle
- Departments of Pharmacokinetics, Pharmacodynamics & Drug Metabolism (PPDM) (M.J.H., R.H., I.K., J.S., Q.C., R.E.), Genetics and Pharmacogenomics (K.Q.T.), and Safety Assessment and Laboratory Animal Resources (SALAR) (A.B., J.M., F.D.S.), Merck & Co., Inc., Kenilworth, New Jersey
| | - Keith Q Tanis
- Departments of Pharmacokinetics, Pharmacodynamics & Drug Metabolism (PPDM) (M.J.H., R.H., I.K., J.S., Q.C., R.E.), Genetics and Pharmacogenomics (K.Q.T.), and Safety Assessment and Laboratory Animal Resources (SALAR) (A.B., J.M., F.D.S.), Merck & Co., Inc., Kenilworth, New Jersey
| | - Ian Knemeyer
- Departments of Pharmacokinetics, Pharmacodynamics & Drug Metabolism (PPDM) (M.J.H., R.H., I.K., J.S., Q.C., R.E.), Genetics and Pharmacogenomics (K.Q.T.), and Safety Assessment and Laboratory Animal Resources (SALAR) (A.B., J.M., F.D.S.), Merck & Co., Inc., Kenilworth, New Jersey
| | - Jackie Shang
- Departments of Pharmacokinetics, Pharmacodynamics & Drug Metabolism (PPDM) (M.J.H., R.H., I.K., J.S., Q.C., R.E.), Genetics and Pharmacogenomics (K.Q.T.), and Safety Assessment and Laboratory Animal Resources (SALAR) (A.B., J.M., F.D.S.), Merck & Co., Inc., Kenilworth, New Jersey
| | - Qing Chen
- Departments of Pharmacokinetics, Pharmacodynamics & Drug Metabolism (PPDM) (M.J.H., R.H., I.K., J.S., Q.C., R.E.), Genetics and Pharmacogenomics (K.Q.T.), and Safety Assessment and Laboratory Animal Resources (SALAR) (A.B., J.M., F.D.S.), Merck & Co., Inc., Kenilworth, New Jersey
| | - Andreas Baudy
- Departments of Pharmacokinetics, Pharmacodynamics & Drug Metabolism (PPDM) (M.J.H., R.H., I.K., J.S., Q.C., R.E.), Genetics and Pharmacogenomics (K.Q.T.), and Safety Assessment and Laboratory Animal Resources (SALAR) (A.B., J.M., F.D.S.), Merck & Co., Inc., Kenilworth, New Jersey
| | - James Monroe
- Departments of Pharmacokinetics, Pharmacodynamics & Drug Metabolism (PPDM) (M.J.H., R.H., I.K., J.S., Q.C., R.E.), Genetics and Pharmacogenomics (K.Q.T.), and Safety Assessment and Laboratory Animal Resources (SALAR) (A.B., J.M., F.D.S.), Merck & Co., Inc., Kenilworth, New Jersey
| | - Frank D Sistare
- Departments of Pharmacokinetics, Pharmacodynamics & Drug Metabolism (PPDM) (M.J.H., R.H., I.K., J.S., Q.C., R.E.), Genetics and Pharmacogenomics (K.Q.T.), and Safety Assessment and Laboratory Animal Resources (SALAR) (A.B., J.M., F.D.S.), Merck & Co., Inc., Kenilworth, New Jersey
| | - Raymond Evers
- Departments of Pharmacokinetics, Pharmacodynamics & Drug Metabolism (PPDM) (M.J.H., R.H., I.K., J.S., Q.C., R.E.), Genetics and Pharmacogenomics (K.Q.T.), and Safety Assessment and Laboratory Animal Resources (SALAR) (A.B., J.M., F.D.S.), Merck & Co., Inc., Kenilworth, New Jersey
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6
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Monroe JJ, Tanis KQ, Podtelezhnikov AA, Nguyen T, Machotka SV, Lynch D, Evers R, Palamanda J, Miller RR, Pippert T, Cabalu TD, Johnson TE, Aslamkhan AG, Kang W, Tamburino AM, Mitra K, Agrawal NGB, Sistare FD. Application of a Rat Liver Drug Bioactivation Transcriptional Response Assay Early in Drug Development That Informs Chemically Reactive Metabolite Formation and Potential for Drug-induced Liver Injury. Toxicol Sci 2020; 177:281-299. [PMID: 32559301 PMCID: PMC7553701 DOI: 10.1093/toxsci/kfaa088] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Drug-induced liver injury is a major reason for drug candidate attrition from development, denied commercialization, market withdrawal, and restricted prescribing of pharmaceuticals. The metabolic bioactivation of drugs to chemically reactive metabolites (CRMs) contribute to liver-associated adverse drug reactions in humans that often goes undetected in conventional animal toxicology studies. A challenge for pharmaceutical drug discovery has been reliably selecting drug candidates with a low liability of forming CRM and reduced drug-induced liver injury potential, at projected therapeutic doses, without falsely restricting the development of safe drugs. We have developed an in vivo rat liver transcriptional signature biomarker reflecting the cellular response to drug bioactivation. Measurement of transcriptional activation of integrated nuclear factor erythroid 2-related factor 2 (NRF2)/Kelch-like ECH-associated protein 1 (KEAP1) electrophilic stress, and nuclear factor erythroid 2-related factor 1 (NRF1) proteasomal endoplasmic reticulum (ER) stress responses, is described for discerning estimated clinical doses of drugs with potential for bioactivation-mediated hepatotoxicity. The approach was established using well benchmarked CRM forming test agents from our company. This was subsequently tested using curated lists of commercial drugs and internal compounds, anchored in the clinical experience with human hepatotoxicity, while agnostic to mechanism. Based on results with 116 compounds in short-term rat studies, with consideration of the maximum recommended daily clinical dose, this CRM mechanism-based approach yielded 32% sensitivity and 92% specificity for discriminating safe from hepatotoxic drugs. The approach adds new information for guiding early candidate selection and informs structure activity relationships (SAR) thus enabling lead optimization and mechanistic problem solving. Additional refinement of the model is ongoing. Case examples are provided describing the strengths and limitations of the approach.
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Affiliation(s)
| | | | | | | | | | - Donna Lynch
- Safety Assessment & Laboratory Animal Resources
| | - Raymond Evers
- Pharmacokinetics, Pharmacodynamics & Drug Metabolism, Merck & Co., Inc, West Point, Pennsylvania 19486
| | - Jairam Palamanda
- Pharmacokinetics, Pharmacodynamics & Drug Metabolism, Merck & Co., Inc, West Point, Pennsylvania 19486
| | - Randy R Miller
- Pharmacokinetics, Pharmacodynamics & Drug Metabolism, Merck & Co., Inc, West Point, Pennsylvania 19486
| | | | - Tamara D Cabalu
- Pharmacokinetics, Pharmacodynamics & Drug Metabolism, Merck & Co., Inc, West Point, Pennsylvania 19486
| | | | | | - Wen Kang
- Safety Assessment & Laboratory Animal Resources
| | | | - Kaushik Mitra
- Safety Assessment & Laboratory Animal Resources
- Janssen Research & Development, LLC, Spring House, PA 19486
| | - Nancy G B Agrawal
- Pharmacokinetics, Pharmacodynamics & Drug Metabolism, Merck & Co., Inc, West Point, Pennsylvania 19486
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7
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Li Y, Evers R, Hafey MJ, Cheon K, Duong H, Lynch D, LaFranco-Scheuch L, Pacchione S, Tamburino AM, Tanis KQ, Geddes K, Holder D, Zhang NR, Kang W, Gonzalez RJ, Galijatovic-Idrizbegovic A, Pearson KM, Lebron JA, Glaab WE, Sistare FD. Use of a Bile Salt Export Pump Knockdown Rat Susceptibility Model to Interrogate Mechanism of Drug-Induced Liver Toxicity. Toxicol Sci 2020; 170:180-198. [PMID: 30903168 DOI: 10.1093/toxsci/kfz079] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Inhibition of the bile salt export pump (BSEP) may be associated with clinical drug-induced liver injury, but is poorly predicted by preclinical animal models. Here we present the development of a novel rat model using siRNA knockdown (KD) of Bsep that displayed differentially enhanced hepatotoxicity to 8 Bsep inhibitors and not to 3 Bsep noninhibitors when administered at maximally tolerated doses for 7 days. Bsep KD alone resulted in 3- and 4.5-fold increases in liver and plasma levels, respectively, of the sum of the 3 most prevalent taurine conjugated bile acids (T3-BA), approximately 90% decrease in plasma and liver glycocholic acid, and a distinct bile acid regulating gene expression pattern, without resulting in hepatotoxicity. Among the Bsep inhibitors, only asunaprevir and TAK-875 resulted in serum transaminase and total bilirubin increases associated with increases in plasma T3-BA that were enhanced by Bsep KD. Benzbromarone, lopinavir, and simeprevir caused smaller increases in plasma T3-BA, but did not result in hepatotoxicity in Bsep KD rats. Bosentan, cyclosporine A, and ritonavir, however, showed no enhancement of T3-BA in plasma in Bsep KD rats, as well as Bsep noninhibitors acetaminophen, MK-0974, or clarithromycin. T3-BA findings were further strengthened through monitoring TCA-d4 converted from cholic acid-d4 overcoming interanimal variability in endogenous bile acids. Bsep KD also altered liver and/or plasma levels of asunaprevir, TAK-875, TAK-875 acyl-glucuronide, benzbromarone, and bosentan. The Bsep KD rat model has revealed differences in the effects on bile acid homeostasis among Bsep inhibitors that can best be monitored using measures of T3-BA and TCA-d4 in plasma. However, the phenotype caused by Bsep inhibition is complex due to the involvement of several compensatory mechanisms.
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Affiliation(s)
- Yutai Li
- Safety Assessment and Laboratory Animal Resources
| | - Raymond Evers
- Pharmacokinetics, Pharmacodynamics and Drug Metabolism
| | | | | | - Hong Duong
- Safety Assessment and Laboratory Animal Resources
| | - Donna Lynch
- Safety Assessment and Laboratory Animal Resources
| | | | | | | | - Keith Q Tanis
- Genetics and Pharmacogenomics, MRL, West Point, PA 19486
| | | | | | | | - Wen Kang
- Safety Assessment and Laboratory Animal Resources
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8
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Cazanave S, Podtelezhnikov A, Jensen K, Seneshaw M, Kumar DP, Min HK, Santhekadur PK, Banini B, Mauro AG, Oseini AM, Vincent R, Tanis KQ, Webber AL, Wang L, Bedossa P, Mirshahi F, Sanyal AJ. Author Correction: The Transcriptomic Signature Of Disease Development And Progression Of Nonalcoholic Fatty Liver Disease. Sci Rep 2020; 10:8374. [PMID: 32409700 PMCID: PMC7225167 DOI: 10.1038/s41598-020-65506-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Affiliation(s)
- Sophie Cazanave
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA.
| | | | | | - Mulugeta Seneshaw
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Divya P Kumar
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Hae-Ki Min
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Prasanna K Santhekadur
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Bubu Banini
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | | | - Abdul M Oseini
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Robert Vincent
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | | | | | - Liangsu Wang
- Merck Research Laboratories, Kenilworth, NJ, USA
| | - Pierre Bedossa
- Department of Pathology, Hospital Beaujon, University Paris-Diderot, Paris, France
| | - Faridoddin Mirshahi
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA.
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Qin C, Aslamkhan AG, Pearson K, Tanis KQ, Podtelezhnikov A, Frank E, Pacchione S, Pippert T, Glaab WE, Sistare FD. AhR Activation in Pharmaceutical Development: Applying Liver Gene Expression Biomarker Thresholds to Identify Doses Associated with Tumorigenic Risks in Rats. Toxicol Sci 2019; 171:46-55. [PMID: 31127949 DOI: 10.1093/toxsci/kfz125] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 05/16/2019] [Accepted: 05/18/2019] [Indexed: 12/13/2022] Open
Abstract
Aryl hydrocarbon receptor (AhR) activation is associated with carcinogenicity of non-genotoxic AhR-activating carcinogens such as 2, 3, 7, 8-tetrachlorodibenzodioxin (TCDD), and is often observed with drug candidate molecules in development and raises safety concerns. As downstream effectors of AhR signaling, the expression and activity of Cyp1a1 and Cyp1a2 genes are commonly monitored as evidence of AhR activation to inform carcinogenic risk of compounds in question. However, many marketed drugs and phytochemicals are reported to induce these Cyps modestly and are not associated with dioxin-like toxicity or carcinogenicity. We hypothesized that a threshold of AhR activation needs to be surpassed in a sustained manner in order for the dioxin-like toxicity to manifest, and a simple liver gene expression signature based on Cyp1a1 and Cyp1a2 from a short-term rat study could be used to assess AhR activation strength and differentiate tumorigenic dose levels from non-tumorigenic ones. To test this hypothesis, short term studies were conducted in Wistar Han rats with two AhR-activating carcinogens (TCDD and PCB126) at minimally carcinogenic and non-carcinogenic dose levels, and three AhR-activating non-carcinogens (omeprazole, mexiletine, and canagliflozin) at the top doses used in their reported 2-year rat carcinogenicity studies. A threshold of AhR activation was identified in rat liver that separated a meaningful "tumorigenic-strength AhR signal" from a statistically-significant AhR activation signal that was not associated with dioxin-like carcinogenicity. These studies also confirmed the importance of the sustainability of AhR activation for carcinogenic potential. A sustained activation of AhR above the threshold could thus be used in early pharmaceutical development to identify dose levels of drug candidates expected to exhibit dioxin-like carcinogenic potential.
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Affiliation(s)
- Chunhua Qin
- Department of Safety Assessment and Laboratory Animal Resources, Merck & Co. Inc., West Point, PA, USA
| | - Amy G Aslamkhan
- Department of Safety Assessment and Laboratory Animal Resources, Merck & Co. Inc., West Point, PA, USA
| | - Kara Pearson
- Department of Safety Assessment and Laboratory Animal Resources, Merck & Co. Inc., West Point, PA, USA
| | - Keith Q Tanis
- Department of Human Genetics and Pharmacogenomics, Merck & Co. Inc., West Point, PA, USA
| | - Alexei Podtelezhnikov
- Department of Human Genetics and Pharmacogenomics, Merck & Co. Inc., West Point, PA, USA
| | - Erika Frank
- Department of Safety Assessment and Laboratory Animal Resources, Merck & Co. Inc., West Point, PA, USA
| | - Stephen Pacchione
- Department of Safety Assessment and Laboratory Animal Resources, Merck & Co. Inc., West Point, PA, USA
| | - Todd Pippert
- Department of Safety Assessment and Laboratory Animal Resources, Merck & Co. Inc., West Point, PA, USA
| | - Warren E Glaab
- Department of Safety Assessment and Laboratory Animal Resources, Merck & Co. Inc., West Point, PA, USA
| | - Frank D Sistare
- Department of Safety Assessment and Laboratory Animal Resources, Merck & Co. Inc., West Point, PA, USA
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10
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Rothman SM, Tanis KQ, Gandhi P, Malkov V, Marcus J, Pearson M, Stevens R, Gilliland J, Ware C, Mahadomrongkul V, O'Loughlin E, Zeballos G, Smith R, Howell BJ, Klappenbach J, Kennedy M, Mirescu C. Human Alzheimer's disease gene expression signatures and immune profile in APP mouse models: a discrete transcriptomic view of Aβ plaque pathology. J Neuroinflammation 2018; 15:256. [PMID: 30189875 PMCID: PMC6127905 DOI: 10.1186/s12974-018-1265-7] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 08/01/2018] [Indexed: 12/12/2022] Open
Abstract
Background Alzheimer’s disease (AD) is a chronic neurodegenerative disease with pathological hallmarks including the formation of extracellular aggregates of amyloid-beta (Aβ) known as plaques and intracellular tau tangles. Coincident with the formation of Aβ plaques is recruitment and activation of glial cells to the plaque forming a plaque niche. In addition to histological data showing the formation of the niche, AD genetic studies have added to the growing appreciation of how dysfunctional glia pathways drive neuropathology, with emphasis on microglia pathways. Genomic approaches enable comparisons of human disease profiles between different mouse models informing on their utility to evaluate secondary changes to triggers such as Aβ deposition. Methods In this study, we utilized two animal models of AD to examine and characterize the AD-associated pathology: the Tg2576 Swedish APP (KM670/671NL) and TgCRND8 Swedish plus Indiana APP (KM670/671NL + V717F) lines. We used laser capture microscopy (LCM) to isolate samples surrounding Thio-S positive plaques from distal non-plaque tissue. These samples were then analyzed using RNA sequencing. Results We determined age-associated transcriptomic differences between two similar yet distinct APP transgenic mouse models, known to differ in proportional amyloidogenic species and plaque deposition rates. In Tg2576, human AD gene signatures were not observed despite profiling mice out to 15 months of age. TgCRND8 mice however showed progressive and robust induction of lysomal, neuroimmune, and ITIM/ITAM-associated gene signatures overlapping with prior human AD brain transcriptomic studies. Notably, RNAseq analyses highlighted the vast majority of transcriptional changes observed in aging TgCRND8 cortical brain homogenates were in fact specifically enriched within the plaque niche samples. Data uncovered plaque-associated enrichment of microglia-related genes such as ITIM/ITAM-associated genes and pathway markers of phagocytosis. Conclusion This work may help guide improved translational value of APP mouse models of AD, particularly for strategies aimed at targeting neuroimmune and neurodegenerative pathways, by demonstrating that TgCRND8 more closely recapitulates specific human AD-associated transcriptional responses. Electronic supplementary material The online version of this article (10.1186/s12974-018-1265-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Sarah M Rothman
- In Vivo Pharmacology, Merck & Co, Kenilworth, New Jersey, USA
| | - Keith Q Tanis
- Genetics and Genomics, Merck & Co., West Point, Pennsylvania, USA
| | - Pallavi Gandhi
- Neuroscience, Merck & Co., Merck Research Labs, Boston, Massachusetts, USA
| | - Vladislav Malkov
- Genetics and Genomics, Merck & Co., Merck Research Labs, Boston, Massachusetts, USA
| | - Jacob Marcus
- Neuroscience, Merck & Co, West Point, Pennsylvania, USA
| | | | - Richard Stevens
- Genetics and Genomics, Merck & Co., Merck Research Labs, Boston, Massachusetts, USA
| | - Jason Gilliland
- Genetics and Genomics, Merck & Co., West Point, Pennsylvania, USA
| | - Christopher Ware
- Neuroscience, Merck & Co., Merck Research Labs, Boston, Massachusetts, USA
| | | | - Elaine O'Loughlin
- Neuroscience, Merck & Co., Merck Research Labs, Boston, Massachusetts, USA
| | - Gonzalo Zeballos
- Neuroscience, Merck & Co., Merck Research Labs, Boston, Massachusetts, USA
| | - Roger Smith
- Systems Toxicology, Merck & Co., Kenilworth, New Jersey, USA
| | - Bonnie J Howell
- Infectious Diseases and Vaccines, Merck & Co., West Point, Kenilworth, Pennsylvania, USA
| | - Joel Klappenbach
- Genetics and Genomics, Merck & Co., Merck Research Labs, Boston, Massachusetts, USA
| | - Matthew Kennedy
- Neuroscience, Merck & Co., Merck Research Labs, Boston, Massachusetts, USA
| | - Christian Mirescu
- Neuroscience, Merck & Co., Merck Research Labs, Boston, Massachusetts, USA.
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11
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Stopa EG, Tanis KQ, Miller MC, Nikonova EV, Podtelezhnikov AA, Finney EM, Stone DJ, Camargo LM, Parker L, Verma A, Baird A, Donahue JE, Torabi T, Eliceiri BP, Silverberg GD, Johanson CE. Comparative transcriptomics of choroid plexus in Alzheimer's disease, frontotemporal dementia and Huntington's disease: implications for CSF homeostasis. Fluids Barriers CNS 2018; 15:18. [PMID: 29848382 PMCID: PMC5977762 DOI: 10.1186/s12987-018-0102-9] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Accepted: 05/11/2018] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND In Alzheimer's disease, there are striking changes in CSF composition that relate to altered choroid plexus (CP) function. Studying CP tissue gene expression at the blood-cerebrospinal fluid barrier could provide further insight into the epithelial and stromal responses to neurodegenerative disease states. METHODS Transcriptome-wide Affymetrix microarrays were used to determine disease-related changes in gene expression in human CP. RNA from post-mortem samples of the entire lateral ventricular choroid plexus was extracted from 6 healthy controls (Ctrl), 7 patients with advanced (Braak and Braak stage III-VI) Alzheimer's disease (AD), 4 with frontotemporal dementia (FTD) and 3 with Huntington's disease (HuD). Statistics and agglomerative clustering were accomplished with MathWorks, MatLab; and gene set annotations by comparing input sets to GeneGo ( http://www.genego.com ) and Ingenuity ( http://www.ingenuity.com ) pathway sets. Bonferroni-corrected hypergeometric p-values of < 0.1 were considered a significant overlap between sets. RESULTS Pronounced differences in gene expression occurred in CP of advanced AD patients vs. Ctrls. Metabolic and immune-related pathways including acute phase response, cytokine, cell adhesion, interferons, and JAK-STAT as well as mTOR were significantly enriched among the genes upregulated. Methionine degradation, claudin-5 and protein translation genes were downregulated. Many gene expression changes in AD patients were observed in FTD and HuD (e.g., claudin-5, tight junction downregulation), but there were significant differences between the disease groups. In AD and HuD (but not FTD), several neuroimmune-modulating interferons were significantly enriched (e.g., in AD: IFI-TM1, IFN-AR1, IFN-AR2, and IFN-GR2). AD-associated expression changes, but not those in HuD and FTD, were enriched for upregulation of VEGF signaling and immune response proteins, e.g., interleukins. HuD and FTD patients distinctively displayed upregulated cadherin-mediated adhesion. CONCLUSIONS Our transcript data for human CP tissue provides genomic and mechanistic insight for differential expression in AD vs. FTD vs. HuD for stromal as well as epithelial components. These choroidal transcriptome characterizations elucidate immune activation, tissue functional resiliency, and CSF metabolic homeostasis. The BCSFB undergoes harmful, but also important functional and adaptive changes in neurodegenerative diseases; accordingly, the enriched JAK-STAT and mTOR pathways, respectively, likely help the CP in adaptive transcription and epithelial repair and/or replacement when harmed by neurodegeneration pathophysiology. We anticipate that these precise CP translational data will facilitate pharmacologic/transgenic therapies to alleviate dementia.
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Affiliation(s)
- Edward G. Stopa
- Departments of Neurosurgery and Pathology (Neuropathology Division), Rhode Island Hospital, The Warren Alpert Medical School, Brown University, Providence, RI USA
| | - Keith Q. Tanis
- Genetics and Pharmacogenomics, Merck & Co., Inc., West Point, PA USA
| | - Miles C. Miller
- Departments of Neurosurgery and Pathology (Neuropathology Division), Rhode Island Hospital, The Warren Alpert Medical School, Brown University, Providence, RI USA
| | - Elena V. Nikonova
- Genetics and Pharmacogenomics, Merck & Co., Inc., West Point, PA USA
| | | | - Eva M. Finney
- Genetics and Pharmacogenomics, Merck & Co., Inc., West Point, PA USA
| | - David J. Stone
- Genetics and Pharmacogenomics, Merck & Co., Inc., West Point, PA USA
| | - Luiz M. Camargo
- Genetics and Pharmacogenomics, Merck & Co., Inc., West Point, PA USA
| | - Lisan Parker
- Genetics and Pharmacogenomics, Merck & Co., Inc., West Point, PA USA
| | | | - Andrew Baird
- Department of Surgery, University of California San Diego Medical Center, Hillcrest, 212 Dickinson Street, San Diego, CA USA
| | - John E. Donahue
- Departments of Neurosurgery and Pathology (Neuropathology Division), Rhode Island Hospital, The Warren Alpert Medical School, Brown University, Providence, RI USA
| | - Tara Torabi
- Departments of Neurosurgery and Pathology (Neuropathology Division), Rhode Island Hospital, The Warren Alpert Medical School, Brown University, Providence, RI USA
| | - Brian P. Eliceiri
- Department of Surgery, University of California San Diego Medical Center, Hillcrest, 212 Dickinson Street, San Diego, CA USA
| | - Gerald D. Silverberg
- Departments of Neurosurgery and Pathology (Neuropathology Division), Rhode Island Hospital, The Warren Alpert Medical School, Brown University, Providence, RI USA
| | - Conrad E. Johanson
- Departments of Neurosurgery and Pathology (Neuropathology Division), Rhode Island Hospital, The Warren Alpert Medical School, Brown University, Providence, RI USA
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12
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Cramer PE, Gentzel RC, Tanis KQ, Vardigan J, Wang Y, Connolly B, Manfre P, Lodge K, Renger JJ, Zerbinatti C, Uslaner JM. Aging African green monkeys manifest transcriptional, pathological, and cognitive hallmarks of human Alzheimer's disease. Neurobiol Aging 2018; 64:92-106. [DOI: 10.1016/j.neurobiolaging.2017.12.011] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Revised: 12/12/2017] [Accepted: 12/12/2017] [Indexed: 12/20/2022]
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13
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Green ML, Lebron JA, Tanis KQ, Redfern BG, Zhu L, Yu Y, Wang E, Kaczor AR, Wysoczanski E, Chen F, Raymond CS, Mattson B, Sistare FD, DeGeorge JJ. Use of Alternative Developmental Toxicity Assays to Assess Teratogenicity Potential of Pharmaceuticals. ACTA ACUST UNITED AC 2018. [DOI: 10.1089/aivt.2017.0008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Maia L. Green
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - Jose A. Lebron
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - Keith Q. Tanis
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - Brian G. Redfern
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - Lei Zhu
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - Yan Yu
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - Erjia Wang
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - Allen R. Kaczor
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - Elizabeth Wysoczanski
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - FeiFei Chen
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - Christopher S. Raymond
- Mouse Transgenic and Gene Targeting Core, Emory University School of Medicine, Atlanta, Georgia
| | - Britta Mattson
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - Frank D. Sistare
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
| | - Joseph J. DeGeorge
- Safety Assessment and Laboratory Animal Research, Merck Research Laboratories, West Point, Pennsylvania
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14
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Nikonova EV, Gilliland JDA, Tanis KQ, Podtelezhnikov AA, Rigby AM, Galante RJ, Finney EM, Stone DJ, Renger JJ, Pack AI, Winrow CJ. Transcriptional Profiling of Cholinergic Neurons From Basal Forebrain Identifies Changes in Expression of Genes Between Sleep and Wake. Sleep 2017; 40:3608773. [PMID: 28419375 PMCID: PMC6075396 DOI: 10.1093/sleep/zsx059] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Study objective To assess differences in gene expression in cholinergic basal forebrain cells between sleeping and sleep-deprived mice sacrificed at the same time of day. Methods Tg(ChAT-eGFP)86Gsat mice expressing enhanced green fluorescent protein (eGFP) under control of the choline acetyltransferase (Chat) promoter were utilized to guide laser capture of cholinergic cells in basal forebrain. Messenger RNA expression levels in these cells were profiled using microarrays. Gene expression in eGFP(+) neurons was compared (1) to that in eGFP(-) neurons and to adjacent white matter, (2) between 7:00 am (lights on) and 7:00 pm (lights off), (3) between sleep-deprived and sleeping animals at 0, 3, 6, and 9 hours from lights on. Results There was a marked enrichment of ChAT and other markers of cholinergic neurons in eGFP(+) cells. Comparison of gene expression in these eGFP(+) neurons between 7:00 am and 7:00 pm revealed expected differences in the expression of clock genes (Arntl2, Per1, Per2, Dbp, Nr1d1) as well as mGluR3. Comparison of expression between spontaneous sleep and sleep-deprived groups sacrificed at the same time of day revealed a number of transcripts (n = 55) that had higher expression in sleep deprivation compared to sleep. Genes upregulated in sleep deprivation predominantly were from the protein folding pathway (25 transcripts, including chaperones). Among 42 transcripts upregulated in sleep was the cold-inducible RNA-binding protein. Conclusions Cholinergic cell signatures were characterized. Whether the identified genes are changing as a consequence of differences in behavioral state or as part of the molecular regulatory mechanism remains to be determined.
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Affiliation(s)
- Elena V Nikonova
- Genetics and Pharmacogenomics, Merck Research Laboratories, Merck & Co., Inc., West Point, PA
| | - Jason DA Gilliland
- Center for Sleep and Circadian Neurobiology, University of Pennsylvania, Philadelphia, PA
| | - Keith Q Tanis
- Genetics and Pharmacogenomics, Merck Research Laboratories, Merck & Co., Inc., West Point, PA
| | - Alexei A Podtelezhnikov
- Genetics and Pharmacogenomics, Merck Research Laboratories, Merck & Co., Inc., West Point, PA
| | - Alison M Rigby
- Department of Neuroscience, Merck & Co., Inc., West Point, PA
| | - Raymond J Galante
- Center for Sleep and Circadian Neurobiology, University of Pennsylvania, Philadelphia, PA
| | - Eva M Finney
- Genetics and Pharmacogenomics, Merck Research Laboratories, Merck & Co., Inc., West Point, PA
| | - David J Stone
- Genetics and Pharmacogenomics, Merck Research Laboratories, Merck & Co., Inc., West Point, PA
| | - John J Renger
- Department of Neuroscience, Merck & Co., Inc., West Point, PA
| | - Allan I Pack
- Center for Sleep and Circadian Neurobiology, University of Pennsylvania, Philadelphia, PA
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15
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Qin C, Tanis KQ, Podtelezhnikov AA, Glaab WE, Sistare FD, DeGeorge JJ. Toxicogenomics in drug development: a match made in heaven? Expert Opin Drug Metab Toxicol 2016; 12:847-9. [PMID: 27050123 DOI: 10.1080/17425255.2016.1175437] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Affiliation(s)
- Chunhua Qin
- Safety Assessment and Laboratory Animal Resources, Merck & Co., West Point, PA, USA
| | - Keith Q. Tanis
- Genetics and Pharmacogenomics, Merck & Co., West Point, PA, USA
| | | | - Warren E. Glaab
- Safety Assessment and Laboratory Animal Resources, Merck & Co., West Point, PA, USA
| | - Frank D. Sistare
- Safety Assessment and Laboratory Animal Resources, Merck & Co., West Point, PA, USA
| | - Joseph J. DeGeorge
- Safety Assessment and Laboratory Animal Resources, Merck & Co., West Point, PA, USA
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16
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Tanis KQ, Podtelezhnikov AA, Blackman SC, Hing J, Railkar RA, Lunceford J, Klappenbach JA, Wei B, Harman A, Camargo LM, Shah S, Finney EM, Hardwick JS, Loboda A, Watters J, Bergstrom DA, Demuth T, Herman GA, Strack PR, Iannone R. An accessible pharmacodynamic transcriptional biomarker for notch target engagement. Clin Pharmacol Ther 2016; 99:370-80. [DOI: 10.1002/cpt.335] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 12/21/2015] [Accepted: 12/23/2015] [Indexed: 01/27/2023]
Affiliation(s)
- KQ Tanis
- Merck & Co., Kenilworth; New Jersey USA
| | | | | | - J Hing
- Merck & Co., Kenilworth; New Jersey USA
| | | | | | | | - B Wei
- Merck & Co., Kenilworth; New Jersey USA
| | - A Harman
- Merck & Co., Kenilworth; New Jersey USA
| | | | - S Shah
- Merck & Co., Kenilworth; New Jersey USA
| | - EM Finney
- Merck & Co., Kenilworth; New Jersey USA
| | | | - A Loboda
- Merck & Co., Kenilworth; New Jersey USA
| | - J Watters
- Merck & Co., Kenilworth; New Jersey USA
| | | | - T Demuth
- Merck & Co., Kenilworth; New Jersey USA
| | - GA Herman
- Merck & Co., Kenilworth; New Jersey USA
| | - PR Strack
- Merck & Co., Kenilworth; New Jersey USA
| | - R Iannone
- Merck & Co., Kenilworth; New Jersey USA
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17
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Arnardottir ES, Nikonova EV, Shockley KR, Podtelezhnikov AA, Anafi RC, Tanis KQ, Maislin G, Stone DJ, Renger JJ, Winrow CJ, Pack AI. Blood-gene expression reveals reduced circadian rhythmicity in individuals resistant to sleep deprivation. Sleep 2014; 37:1589-600. [PMID: 25197809 DOI: 10.5665/sleep.4064] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2013] [Accepted: 04/25/2014] [Indexed: 12/19/2022] Open
Abstract
STUDY OBJECTIVES To address whether changes in gene expression in blood cells with sleep loss are different in individuals resistant and sensitive to sleep deprivation. DESIGN Blood draws every 4 h during a 3-day study: 24-h normal baseline, 38 h of continuous wakefulness and subsequent recovery sleep, for a total of 19 time-points per subject, with every 2-h psychomotor vigilance task (PVT) assessment when awake. SETTING Sleep laboratory. PARTICIPANTS Fourteen subjects who were previously identified as behaviorally resistant (n = 7) or sensitive (n = 7) to sleep deprivation by PVT. INTERVENTION Thirty-eight hours of continuous wakefulness. MEASUREMENTS AND RESULTS We found 4,481 unique genes with a significant 24-h diurnal rhythm during a normal sleep-wake cycle in blood (false discovery rate [FDR] < 5%). Biological pathways were enriched for biosynthetic processes during sleep. After accounting for circadian effects, two genes (SREBF1 and CPT1A, both involved in lipid metabolism) exhibited small, but significant, linear changes in expression with the duration of sleep deprivation (FDR < 5%). The main change with sleep deprivation was a reduction in the amplitude of the diurnal rhythm of expression of normally cycling probe sets. This reduction was noticeably higher in behaviorally resistant subjects than sensitive subjects, at any given P value. Furthermore, blood cell type enrichment analysis showed that the expression pattern difference between sensitive and resistant subjects is mainly found in cells of myeloid origin, such as monocytes. CONCLUSION Individual differences in behavioral effects of sleep deprivation are associated with differences in diurnal amplitude of gene expression for genes that show circadian rhythmicity.
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Affiliation(s)
- Erna S Arnardottir
- Center for Sleep and Circadian Neurobiology and Division of Sleep Medicine/Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA and Department of Respiratory Medicine and Sleep, Landspitali - The National University Hospital, Iceland and Faculty of Medicine, University of Iceland, Iceland
| | - Elena V Nikonova
- Department of Exploratory and Translational Sciences, Merck Research Laboratories, West Point, PA
| | - Keith R Shockley
- Biostatistics Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC
| | - Alexei A Podtelezhnikov
- Department of Exploratory and Translational Sciences, Merck Research Laboratories, West Point, PA
| | - Ron C Anafi
- Faculty of Medicine, University of Iceland, Iceland
| | - Keith Q Tanis
- Department of Exploratory and Translational Sciences, Merck Research Laboratories, West Point, PA
| | - Greg Maislin
- Center for Sleep and Circadian Neurobiology and Division of Sleep Medicine/Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA and
| | - David J Stone
- Department of Exploratory and Translational Sciences, Merck Research Laboratories, West Point, PA
| | - John J Renger
- Neuroscience Department, Merck Research Laboratories, West Point, PA
| | | | - Allan I Pack
- Center for Sleep and Circadian Neurobiology and Division of Sleep Medicine/Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
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18
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Bernard A, Lubbers LS, Tanis KQ, Luo R, Podtelezhnikov AA, Finney EM, McWhorter MME, Serikawa K, Lemon T, Morgan R, Copeland C, Smith K, Cullen V, Davis-Turak J, Lee CK, Sunkin SM, Loboda AP, Levine DM, Stone DJ, Hawrylycz MJ, Roberts CJ, Jones AR, Geschwind DH, Lein ES. Transcriptional architecture of the primate neocortex. Neuron 2012; 73:1083-99. [PMID: 22445337 DOI: 10.1016/j.neuron.2012.03.002] [Citation(s) in RCA: 188] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/01/2012] [Indexed: 01/03/2023]
Abstract
Genome-wide transcriptional profiling was used to characterize the molecular underpinnings of neocortical organization in rhesus macaque, including cortical areal specialization and laminar cell-type diversity. Microarray analysis of individual cortical layers across sensorimotor and association cortices identified robust and specific molecular signatures for individual cortical layers and areas, prominently involving genes associated with specialized neuronal function. Overall, transcriptome-based relationships were related to spatial proximity, being strongest between neighboring cortical areas and between proximal layers. Primary visual cortex (V1) displayed the most distinctive gene expression compared to other cortical regions in rhesus and human, both in the specialized layer 4 as well as other layers. Laminar patterns were more similar between macaque and human compared to mouse, as was the unique V1 profile that was not observed in mouse. These data provide a unique resource detailing neocortical transcription patterns in a nonhuman primate with great similarity in gene expression to human.
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Affiliation(s)
- Amy Bernard
- Allen Institute for Brain Science, Seattle, WA 98103, USA
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Voleti B, Tanis KQ, Newton SS, Duman RS. Analysis of target genes regulated by chronic electroconvulsive therapy reveals role for Fzd6 in depression. Biol Psychiatry 2012; 71:51-8. [PMID: 21937024 PMCID: PMC3230749 DOI: 10.1016/j.biopsych.2011.08.004] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2011] [Revised: 07/15/2011] [Accepted: 08/11/2011] [Indexed: 02/07/2023]
Abstract
BACKGROUND Chronic electroconvulsive seizure (chr-ECS), one of the most efficacious treatments for depressed patients, increases the levels of transcription factor cyclic adenosine monophosphate response element binding protein (CREB) in rodent models and mediates the effects of chronic antidepressant treatment. The objective of this study was to determine the changes in CREB occupancy at gene promoters and subsequent gene expression changes induced by chr-ECS. METHODS We use chromatin immunoprecipitation followed by microarray analysis to identify CREB binding promoters that are influenced by chr-ECS (n = 6/group). Selected genes are confirmed by secondary validation techniques, and the functional significance of one target was tested in behavioral models (n = 8/group) by viral mediated inhibition of gene expression. RESULTS The results demonstrate that chr-ECS enhances CREB binding and activity at a select population of genes in the hippocampus, effects that could contribute to the efficacy of chr-ECS. Viral vector-mediated inhibition of one of the CREB-target genes regulated by chr-ECS, Fzd6, produced anxiety and depressive-like effects in behavioral models of depression. CONCLUSIONS The results identify multiple gene targets differentially regulated by CREB binding in the hippocampus after chr-ECS and demonstrate the role of Fzd6, a Wnt receptor in behavioral models of depression.
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Affiliation(s)
- Bhavya Voleti
- Division of Molecular Psychiatry, Abraham Ribicoff Research Facilities, Connecticut Mental Health Center, Yale University School of Medicine, 34 Park Street, New Haven, CT 06508, USA
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Nikonova EV, Xiong Y, Tanis KQ, Dawson VL, Vogel RL, Finney EM, Stone DJ, Reynolds IJ, Kern JT, Dawson TM. Transcriptional responses to loss or gain of function of the leucine-rich repeat kinase 2 (LRRK2) gene uncover biological processes modulated by LRRK2 activity. Hum Mol Genet 2011; 21:163-74. [PMID: 21972245 DOI: 10.1093/hmg/ddr451] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Mutations in the leucine-rich repeat kinase 2 gene (LRRK2) are the most common genetic cause of Parkinson's disease (PD) and cause both autosomal dominant familial and sporadic PD. Currently, the physiological and pathogenic activities of LRRK2 are poorly understood. To decipher the biological functions of LRRK2, including the genes and pathways modulated by LRRK2 kinase activity in vivo, we assayed genome-wide mRNA expression in the brain and peripheral tissues from LRRK2 knockout (KO) and kinase hyperactive G2019S (G2019S) transgenic mice. Subtle but significant differences in mRNA expression were observed relative to wild-type (WT) controls in the cortex, striatum and kidney of KO animals, but only in the striatum in the G2019S model. In contrast, robust, consistent and highly significant differences were identified by the direct comparison of KO and G2019S profiles in the cortex, striatum, kidney and muscle, indicating opposite effects on mRNA expression by the two models relative to WT. Ribosomal and glycolytic biological functions were consistently and significantly up-regulated in LRRK2 G2019S compared with LRRK2 KO tissues. Genes involved in membrane-bound organelles, oxidative phosphorylation, mRNA processing and the endoplasmic reticulum were down-regulated in LRRK2 G2019S mice compared with KO. We confirmed the expression patterns of 35 LRRK2-regulated genes using quantitative reverse transcription polymerase chain reaction. These findings provide the first description of the transcriptional responses to genetically modified LRRK2 activity and provide preclinical target engagement and/or pharmacodynamic biomarker strategies for LRRK2 and may inform future therapeutic strategies for LRRK2-associated PD.
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Affiliation(s)
- Elena V Nikonova
- Exploratory and Translational Sciences, Merck Research Laboratories, West Point, PA 19486, USA
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21
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Miller MC, Stopa EG, Nikonova EV, Tanis KQ, Podtelezhnikov AA, Finney EM, Stone DJ, Camargo LM, Parker L, Verma A, Baird A, Donahue JE, Gonzalez AM, Eliceiri B, Silverberg GD, Klinge PM, Johanson CE. Alterations in choroid plexus gene expression in Alzheimer’s disease provide inferences for CSF composition and dynamics. Cerebrospinal Fluid Res 2010. [PMCID: PMC3026527 DOI: 10.1186/1743-8454-7-s1-s48] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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22
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McCampbell A, Wessner K, Marlatt MW, Wolffe C, Toolan D, Podtelezhnikov A, Yeh S, Zhang R, Szczerba P, Tanis KQ, Majercak J, Ray WJ, Savage M. Induction of Alzheimer's-like changes in brain of mice expressing mutant APP fed excess methionine. J Neurochem 2010; 116:82-92. [PMID: 21054384 DOI: 10.1111/j.1471-4159.2010.07087.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Elevated plasma homocysteine, a risk factor for Alzheimer's disease, could result from increased production from methionine or by inefficient clearance by folate- and B-vitamin-dependent pathways. Understanding the relative contributions of these processes to pathogenesis is important for therapeutic strategies designed to lower homocysteine. To assess these alternatives, we elevated plasma homocysteine by feeding mutant amyloid precursor protein (APP)-expressing mice diets with either high methionine (HM) or deficient in B-vitamins and folate (B Def). Mutant APP mice fed HM demonstrated increased brain beta amyloid. Interestingly, this increase was not observed in mutant APP mice fed B Def diet, nor was it observed in C57Bl6 or YAC-APP mice fed HM. Furthermore, HM, but not B Def, produced a prolonged increase in brain homocysteine only in mutant APP mice but not wild-type mice. These changes were time-dependent over 10 weeks. Further, by 10 weeks HM increased brain cholesterol and phosphorylated tau in mutant APP mice. Transcriptional profiling experiments revealed robust differences in RNA expression between C57Bl6 and mutant APP mice. The HM diet in C57Bl6 mice transiently induced a transcriptional profile similar to mutant APP cortex, peaking at 2 weeks , following a time course comparable to brain homocysteine changes. Together, these data suggest a link between APP and methionine metabolism.
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Affiliation(s)
- Alexander McCampbell
- Department of Neurology, Merck Research Laboratory, West Point, Pennsylvania, USA.
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Winrow CJ, Tanis KQ, Reiss DR, Rigby AM, Uslaner JM, Uebele VN, Doran SM, Fox SV, Garson SL, Gotter AL, Levine DM, Roecker AJ, Coleman PJ, Koblan KS, Renger JJ. Orexin receptor antagonism prevents transcriptional and behavioral plasticity resulting from stimulant exposure. Neuropharmacology 2010; 58:185-94. [DOI: 10.1016/j.neuropharm.2009.07.008] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2009] [Revised: 07/02/2009] [Accepted: 07/03/2009] [Indexed: 12/20/2022]
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Winrow CJ, Tanis KQ, Rigby AM, Taylor RR, Serikawa K, McWhorter M, Tokiwa GY, Marton MJ, Stone DJ, Koblan KS, Renger JJ. Refined anatomical isolation of functional sleep circuits exhibits distinctive regional and circadian gene transcriptional profiles. Brain Res 2009; 1271:1-17. [PMID: 19302983 DOI: 10.1016/j.brainres.2009.02.083] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2008] [Revised: 02/25/2009] [Accepted: 02/28/2009] [Indexed: 12/21/2022]
Abstract
Powerful new approaches to study molecular variation in distinct neuronal populations have recently been developed enabling a more precise investigation of the control of neural circuits involved in complex behaviors such as wake and sleep. We applied laser capture microdissection (LCM) to isolate precise brain nuclei from rat CNS at opposing circadian time points associated with wake and sleep. Discrete anatomical and temporal analysis was performed to examine the extent of variation in the transcriptional control associated with both identifiable anatomical nuclei and with light/dark cycle. Precise isolation of specific brain nuclei regulating sleep and arousal, including the LC, SCN, TMN, VTA, and VLPO, demonstrated robust changes in gene expression. Many of these differences were not observed in previous studies where whole brain lysates or gross dissections were used to probe for changes in gene expression. The robust and differential profiles of genomic data obtained from the approaches used herein underscore the requirement for careful anatomical refinement in CNS gene expression studies designed to understand genomic control within behaviorally-linked, but functionally isolated brain nuclei.
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Affiliation(s)
- Christopher J Winrow
- Depression and Circadian Disorders Department, Merck Research Laboratories, West Point, PA 19486, USA
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25
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Cao X, Tanis KQ, Koleske AJ, Colicelli J. Enhancement of ABL kinase catalytic efficiency by a direct binding regulator is independent of other regulatory mechanisms. J Biol Chem 2008; 283:31401-7. [PMID: 18796434 DOI: 10.1074/jbc.m804002200] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
ABL family tyrosine kinases are tightly regulated by autoinhibition and phosphorylation mechanisms. These kinases maintain an inactive conformation through intramolecular interactions involving SH3 and SH2 domains. RIN1, a downstream effector of RAS, binds to the ABL SH3 and SH2 domains and stimulates ABL tyrosine kinase activity. RIN1 binding to the ABL2 kinase resulted in a large decrease in Km and a small increase in Vmax toward an ABL consensus substrate peptide. The enzyme efficiency (k(cat)/Km) was increased more than 5-fold by RIN1. In addition, RIN1 strongly enhanced ABL-mediated phosphorylation of CRK, PSTPIP1, and DOK1, all established ABL substrates but with unique protein structures and distinct target sequences. Importantly RIN1-mediated stimulation of ABL kinase activity was independent of activation by SRC-mediated phosphorylation. RIN1 increased the kinase activity of both ABL1 and ABL2, and this occurred in the presence or absence of ABL regulatory domains outside the SH3-SH2-tyrosine kinase domain core. We further demonstrate that a catalytic site mutation associated with broad drug resistance, ABL1T315I, remains responsive to stimulation by RIN1. These findings are consistent with an allosteric kinase activation mechanism by which RIN1 binding promotes a more accessible ABL catalytic site through relief of autoinhibition. Direct disruption of RIN1 binding may therefore be a useful strategy to suppress the activity of normal and oncogenic ABL, including inhibitor-resistant mutants that confound current therapeutic strategies. Stimulation through derepression may be applicable to many other tyrosine kinases autoinhibited by coupled SH3 and SH2 domains.
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Affiliation(s)
- Xiaoqing Cao
- Department of Biological Chemistry, Molecular Biology Institute, David Geffen School of Medicine, UCLA, Los Angeles, California 90095, USA
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Tanis KQ, Newton SS, Duman RS. Targeting neurotrophic/growth factor expression and signaling for antidepressant drug development. CNS Neurol Disord Drug Targets 2007; 6:151-60. [PMID: 17430152 DOI: 10.2174/187152707780363276] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Preclinical and clinical studies have demonstrated that stress and depression result in cell atrophy and loss in limbic and cortical brain regions while antidepressants reverse these effects. In concert with these findings, reduced expression of numerous genes that mediate neurotrophin and growth factor signaling has been observed in depressed patients and in stressed animals. Further, antidepressants are known to elevate the expression of multiple genes involved in these signaling pathways. Together, these findings have implicated neurotrophic factors in both the etiology and treatment of depression. Below we review the current data supporting the neurotrophic hypothesis of depression, and discuss potential approaches to pharmacologically upregulate neurotrophic/growth factor signaling to elicit antidepressant responses.
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Affiliation(s)
- Keith Q Tanis
- Division of Molecular Psychiatry, Abraham Ribibcoff Research Facilities, Department of Psychiatry and Pharmacology, Yale University School of Medicine, New Haven, Connecticut 06508, USA.
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Abstract
Mood disorders, including major depression and bipolar disorder, remain a major unmet medical need as current antidepressant and mood stabilizing therapies require chronic treatment for efficacy and are not effective in all patients. Multiple deficits, including cell atrophy and loss, have been observed in limbic and cortical brain regions of patients with mood disorders and in stressed animals. It is thought that antidepressant and mood stabilizing medications restore these deficits by reestablishing proper patterns of gene expression and function. In support of this hypothesis, numerous changes in gene expression and activity have been observed in limbic and cortical brain regions of mood disorder patients, and thymoleptic therapies have been shown to reciprocally regulate many of these changes. These findings have implicated four main signaling pathways in the pathophysiology and/or treatment of mood disorders, namely the cyclic-AMP, phosphoinositol, mitogen-activated protein kinase, and glycogen synthase kinase signaling cascades. Below we review this literature, and discuss potential targets for novel antidepressant and mood stabilizing drug design that are highlighted by these findings.
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Affiliation(s)
- Keith Q Tanis
- Division of Molecular Psychiatry, Abraham Ribibcoff Research Facilities, Department of Psychiatry and Pharmacology, Yale University School of Medicine, New Haven, Connecticut, USA
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Abstract
The activities of the related Abl and Arg nonreceptor tyrosine kinases are kept under tight control in cells, but exposure to several different stimuli results in a two- to fivefold stimulation of kinase activity. Following the breakdown of inhibitory intramolecular interactions, Abl activation requires phosphorylation on several tyrosine residues, including a tyrosine in its activation loop. These activating phosphorylations have been proposed to occur either through autophosphorylation by Abl in trans or through phosphorylation of Abl by the Src nonreceptor tyrosine kinase. We show here that these two pathways mediate phosphorylation at distinct sites in Abl and Arg and have additive effects on Abl and Arg kinase activation. Abl and Arg autophosphorylate at several sites outside the activation loop, leading to 5.2- and 6.2-fold increases in kinase activity, respectively. We also find that the Src family kinase Hck phosphorylates the Abl and Arg activation loops, leading to an additional twofold stimulation of kinase activity. The autoactivation pathway may allow Abl family kinases to integrate or amplify cues relayed by Src family kinases from cell surface receptors.
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Affiliation(s)
- Keith Q Tanis
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, Connecticut 06520, USA
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