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Hurrell T, Naidoo J, Scholefield J. Hepatic Models in Precision Medicine: An African Perspective on Pharmacovigilance. Front Genet 2022; 13:864725. [PMID: 35495161 PMCID: PMC9046844 DOI: 10.3389/fgene.2022.864725] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 03/29/2022] [Indexed: 01/02/2023] Open
Abstract
Pharmaceuticals are indispensable to healthcare as the burgeoning global population is challenged by diseases. The African continent harbors unparalleled genetic diversity, yet remains largely underrepresented in pharmaceutical research and development, which has serious implications for pharmaceuticals approved for use within the African population. Adverse drug reactions (ADRs) are often underpinned by unique variations in genes encoding the enzymes responsible for their uptake, metabolism, and clearance. As an example, individuals of African descent (14-34%) harbor an exclusive genetic variant in the gene encoding a liver metabolizing enzyme (CYP2D6) which reduces the efficacy of the breast cancer chemotherapeutic Tamoxifen. However, CYP2D6 genotyping is not required prior to dispensing Tamoxifen in sub-Saharan Africa. Pharmacogenomics is fundamental to precision medicine and the absence of its implementation suggests that Africa has, to date, been largely excluded from the global narrative around stratified healthcare. Models which could address this need, include primary human hepatocytes, immortalized hepatic cell lines, and induced pluripotent stem cell (iPSC) derived hepatocyte-like cells. Of these, iPSCs, are promising as a functional in vitro model for the empirical evaluation of drug metabolism. The scale with which pharmaceutically relevant African genetic variants can be stratified, the expediency with which these platforms can be established, and their subsequent sustainability suggest that they will have an important role to play in the democratization of stratified healthcare in Africa. Here we discuss the requirement for African hepatic models, and their implications for the future of pharmacovigilance on the African continent.
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Affiliation(s)
- Tracey Hurrell
- Bioengineering and Integrated Genomics Group, Next Generation Health Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa
| | - Jerolen Naidoo
- Bioengineering and Integrated Genomics Group, Next Generation Health Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa
| | - Janine Scholefield
- Bioengineering and Integrated Genomics Group, Next Generation Health Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa
- Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
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2
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John BA, Sloan DJ, Jensen TC, Ramaiahgari SC, End P, Resh GE, McClelland RE. A Unidirectional 96-Well Fluidic Culture Platform for Upstream Cell Dosing with Subsequent Downstream Nonlinear and Ascending Exposure Gradients for Real-Time and Cell-Based Toxicity Screening Environments. APPLIED IN VITRO TOXICOLOGY 2021; 7:175-191. [PMID: 35028338 PMCID: PMC8743950 DOI: 10.1089/aivt.2021.0006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/28/2023]
Abstract
Introduction: Because of the importance to create in vitro screening tools that better mimic in vivo models, for exposure responses to drugs or toxicants, reproducible and adaptable culture platforms must evolve as approaches to replicate functions that are native to human organ systems. The Stairstep Waterfall (SsWaterfall) Fluidic Culture System is a unidirectional, multiwell, gravity-driven, cell culture system with micro-channels connecting 12 wells in each row (8-row replicates). Materials and Methods: The construct allows for the one-way flow of medium, parent and metabolite compounds, and the cellular signaling between connected culture wells while simultaneously operating as a cascading flow and discretized nonlinear dosing device. Initial cell seeding in SsWaterfall mimics traditional static plate protocols but thereafter functions with controlled flow and ramping concentration versus time exposure environments. Results: To investigate the utility of a microfluidic system for predicting drug efficacy and toxicity, we first delineate device design, fabrication, and characterization of a disposable dosing and gradient-exposure platform. We start with detailed characterizations by demarcating various features of the device, including low nonspecific binding, wettability, biocompatibility with multiple cell types, intra-well and inter-well flow, and efficient auto-mixing properties of dose compounds added into the platform. Discussion: We demonstrate the device utility using an example in sequential testing-screening drug toxicity and efficacy across wide-ranging inducible exposures, 0 → IC100, featuring real-time assessments. Conclusion: The integrated auto-gradient technology, gravity flow with stairstep pathways, offers end-users an easy and quick alternative to evaluate broad-ranging toxicity of new compound entities (e.g., pharmaceutical, environmental, agricultural, cosmetic) as opposed to traditional/arduous manual drug dilutions and/or expensive robotic technology.
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Affiliation(s)
- Bincy A. John
- SciKon Innovation, Inc., Chapel Hill, North Carolina, USA
| | - David J. Sloan
- SciKon Innovation, Inc., Chapel Hill, North Carolina, USA
| | | | - Sreenivasa C. Ramaiahgari
- National Toxicology Program Division, National Institute of Environmental Health Sciences, Durham, North Carolina, USA
| | | | | | - Randall E. McClelland
- SciKon Innovation, Inc., Chapel Hill, North Carolina, USA
- Azture, Inc., La Jolla, California, USA
- Address correspondence to: Dr. Randall E. McClelland, Azture, Inc., PO Box 1759, La Jolla, CA 92038, USA
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Mohammad S, Bhattacharjee J, Vasanthan T, Harris CS, Bainbridge SA, Adamo KB. Metabolomics to understand placental biology: Where are we now? Tissue Cell 2021; 73:101663. [PMID: 34653888 DOI: 10.1016/j.tice.2021.101663] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 09/30/2021] [Accepted: 10/04/2021] [Indexed: 12/16/2022]
Abstract
Metabolomics, the application of analytical chemistry methodologies to survey the chemical composition of a biological system, is used to globally profile and compare metabolites in one or more groups of samples. Given that metabolites are the terminal end-products of cellular metabolic processes, or 'phenotype' of a cell, tissue, or organism, metabolomics is valuable to the study of the maternal-fetal interface as it has the potential to reveal nuanced complexities of a biological system as well as differences over time or between individuals. The placenta acts as the primary site of maternal-fetal exchange, the success of which is paramount to growth and development of offspring during pregnancy and beyond. Although the study of metabolomics has proven moderately useful for the screening, diagnosis, and understanding of the pathophysiology of pregnancy complications, the placental metabolome in the context of a healthy pregnancy remains poorly characterized and understood. Herein, we discuss the technical aspects of metabolomics and review the current literature describing the placental metabolome in human and animal models, in the context of health and disease. Finally, we highlight areas for future opportunities in the emerging field of placental metabolomics.
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Affiliation(s)
- S Mohammad
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, ON, Canada
| | - J Bhattacharjee
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, ON, Canada
| | - T Vasanthan
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, ON, Canada
| | - C S Harris
- Department of Biology & Department of Chemistry and Biomolecular Sciences, University of Ottawa, Ottawa, ON, Canada
| | - S A Bainbridge
- Interdisciplinary School of Health Sciences, Faculty of Health Sciences, University of Ottawa, ON, Canada; Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, ON, Canada
| | - K B Adamo
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, ON, Canada.
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Wlodkowic D, Campana O. Toward High-Throughput Fish Embryo Toxicity Tests in Aquatic Toxicology. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:3505-3513. [PMID: 33656853 DOI: 10.1021/acs.est.0c07688] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Addressing the shift from classical animal testing to high-throughput in vitro and/or simplified in vivo proxy models has been defined as one of the upcoming challenges in aquatic toxicology. In this regard, the fish embryo toxicity test (FET) has gained significant popularity and wide standardization as one of the sensitive alternative approaches to acute fish toxicity tests in chemical risk assessment and water quality evaluation. Nevertheless, despite the growing regulatory acceptance, the actual manipulation, dispensing, and analysis of living fish embryos remains very labor intensive. Moreover, the FET is commonly performed in plastic multiwell plates under static or semistatic conditions, potentially inadequate for toxicity assessment of some organic, easily degradable or highly adsorptive toxicants. Recent technological advances in the field of mechatronics, fluidics and digital vision systems demonstrate promising future opportunities for automation of many analytical stages in embryo toxicity testing. In this review, we highlight emerging advances in fluidic and laboratory automation systems that can prospectively enable high-throughput FET testing (HT-FET) akin to pipelines commonly found in in vitro drug discovery pipelines. We also outline the existing challenges, barriers to future development and provide an outlook of ground-breaking fluidic technologies in embryo toxicity testing.
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Affiliation(s)
- Donald Wlodkowic
- School of Science, RMIT University, Melbourne, Victoria 3083, Australia
| | - Olivia Campana
- University of Cadiz, INMAR, Puerto Real, Cadiz 11512, Spain
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Byrd BK, Wirth DJ, Meng B, Strawbridge RS, Davis SC. A hyperspectral approach for recovering agent excretion biodistributions using whole-body fluorescence cryo-imaging. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2021; 11625. [PMID: 34177040 DOI: 10.1117/12.2582534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Understanding the uptake and clearance kinetics of new drugs and contrast agents is an important aspect of drug development that typically involves a combination of imaging and analysis of harvested organs. Although these techniques are well-established and can be quantitative, they generally do not preserve high resolution biodistribution information. In this context, fluorescence whole-body cryo-imaging is a promising technique for recovering 3D drug/agent biodistributions at a high resolution throughout an entire study animal at specific time points. A common challenge associated with fluorescence imaging in tissue is that agent signal can be confounded by endogenous fluorescence signal which is often observed in the visible window. One method to address this issue is to acquire hyperspectral images and spectrally unmix agent signal from confounding autofluorescence signals using known spectral bases. Herein, we apply hyperspectral whole-body cryo-imaging and spectral unmixing to examine the distribution of multiple fluorescent agents in excretion organ regions.
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Affiliation(s)
- B K Byrd
- Thayer School of Engineering at Dartmouth College, 14 Engineering Dr. Hanover, NH, 03755
| | - D J Wirth
- Thayer School of Engineering at Dartmouth College, 14 Engineering Dr. Hanover, NH, 03755
| | - B Meng
- Thayer School of Engineering at Dartmouth College, 14 Engineering Dr. Hanover, NH, 03755
| | - R S Strawbridge
- Thayer School of Engineering at Dartmouth College, 14 Engineering Dr. Hanover, NH, 03755
| | - S C Davis
- Thayer School of Engineering at Dartmouth College, 14 Engineering Dr. Hanover, NH, 03755
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Suva LJ, Cooper A, Watts AE, Ebetino FH, Price J, Gaddy D. Bisphosphonates in veterinary medicine: The new horizon for use. Bone 2021; 142:115711. [PMID: 33141069 DOI: 10.1016/j.bone.2020.115711] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2020] [Revised: 10/20/2020] [Accepted: 10/21/2020] [Indexed: 12/17/2022]
Abstract
Bisphosphonates (BPs) are characterized by their ability to bind strongly to bone mineral and inhibit bone resorption. However, BPs exert a wide range of pharmacological activities beyond the inhibition of bone resorption, including the inhibition of cancer cell metastases and angiogenesis and the inhibition of proliferation and apoptosis in vitro. Additionally, the inhibition of matrix metalloproteinase activity, altered cytokine and growth factor expression, as well as reductions in parameters of pain have also been reported. In humans, clinical BP use has transformed the treatment of post-menopausal osteoporosis, rare bone diseases such as osteogenesis imperfecta, as well as multiple myeloma and metastatic breast and prostate cancer, albeit not without infrequent but significant adverse events. Despite the well-characterized health benefits of BP use in humans, the evidence-base for the therapeutic efficacy of BPs in veterinary medicine is, by comparison, limited. Notwithstanding, BPs are used widely in small animal veterinary practice for the medical management of hyperparathyroidism, idiopathic hypercalcemia in cats, as well as for the palliative care of bone tumors which are common in dogs, and in particular, primary bone tumors such as osteosarcoma. Palliative BP treatment has also recently increased in veterinary oncology to alleviate tumor-associated bone pain. In equine veterinary practice, non-nitrogen-containing BPs are FDA-approved to control clinical signs associated with navicular syndrome in adult horses. However, there are growing concerns regarding the off-label use of BPs in juvenile horses. Here we discuss the current understanding of the strengths, weaknesses and current controversies surrounding BP use in veterinary medicine to highlight the future utility of these potentially beneficial drugs.
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Affiliation(s)
- Larry J Suva
- Department of Veterinary Physiology and Pharmacology, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA.
| | - Alexis Cooper
- Department of Veterinary Physiology and Pharmacology, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA
| | - Ashlee E Watts
- Department of Large Animal Clinical Sciences, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA
| | - Frank H Ebetino
- Department of Chemistry, University of Rochester, Rochester, NY, USA; BioVinc, Pasadena, CA, USA
| | - Joanna Price
- Royal Agricultural University, Cirencester, Gloucestershire, UK
| | - Dana Gaddy
- Department of Veterinary Integrative Biosciences, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, USA
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Sievers S, Wieschowski S, Strech D. Investigator brochures for phase I/II trials lack information on the robustness of preclinical safety studies. Br J Clin Pharmacol 2020; 87:2723-2731. [PMID: 33068032 DOI: 10.1111/bcp.14615] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 08/27/2020] [Accepted: 10/05/2020] [Indexed: 12/22/2022] Open
Abstract
AIM Meaningful and ethical phase I/II trials can only be conducted with supportive prospective risk-benefit assessment. This relies largely on preclinical animal studies addressing the safety and efficacy of treatments. These studies are reported in an Investigator's Brochure (IB) to inform ethics review boards and regulatory authorities. Our study investigated the extent, reporting quality and accessibility of preclinical safety studies (PCSSs) compiled in IBs. METHODS We analysed a sample of 46 IBs for phase I/II trials approved at a leading German university medical centre from 2010 to 2016. We extracted all PCSSs presented in the 46 IBs and assessed them for reporting on methodological measures to reduce validity threats. RESULTS The 46 IBs included 777 PCSSs. Blinded outcome assessment, randomization and sample size calculation were reported for fewer than 1% of studies. Only 5% of the PCSSs provided a reference to published data. Compliance with Good Laboratory Practice (GLP) guidance was reported for 52% of PCSSs, but the GLP document itself does not include any relevant methodological requirements for the reduction of validity threats. CONCLUSION Scarce reporting in IBs and the very limited publicly available data on PCSSs make it almost impossible for investigators to critically evaluate the robustness of preclinical evidence of drug safety. Combined with recent findings on the presentation of preclinical efficacy studies in IBs, we conclude that the current reporting patterns in IBs strongly limit the independent review of evidential support for early human trials. Regulatory authorities and IRBs should require better reporting in IBs.
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Affiliation(s)
- Sören Sievers
- Hannover Medical School, Institute for Ethics, History, and Philosophy of Medicine, Hannover, 30625, Germany
| | - Susanne Wieschowski
- Hannover Medical School, Institute for Ethics, History, and Philosophy of Medicine, Hannover, 30625, Germany
| | - Daniel Strech
- Hannover Medical School, Institute for Ethics, History, and Philosophy of Medicine, Hannover, 30625, Germany.,QUEST - Center, Berlin Institute of Health (BIH), Berlin, 10178, Germany.,Charite Universitätsmedizin Berlin, Berlin, 10117, Germany
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9
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Oliveira JP, Souza MTS, Cercato LM, Souza AW, Nampo FK, Camargo EA. Natural products for orofacial nociception in pre-clinical studies: A systematic review. Arch Oral Biol 2020; 117:104748. [PMID: 32599517 DOI: 10.1016/j.archoralbio.2020.104748] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 04/17/2020] [Accepted: 04/29/2020] [Indexed: 12/09/2022]
Abstract
OBJECTIVE The aim of this systematic review was to summarize the use of natural products (NP) in the treatment of orofacial nociception in animal models. METHODS Pre-clinical studies that have evaluated the efficacy of NPs in experimental orofacial nociception were sought in the Medline, Web of Science, Scopus, Embase, SciELO, LILACS and Scholar databases in January 2020, covering the period since the inception of each one. Two reviewers independently selected the studies, extracted the data and evaluated the risk of bias of the included studies. RESULTS We included 41 records in qualitative synthesis. Fifty different NPs were investigated. All studies presented positive results for at least one orofacial nociception test. Regarding the risk of bias, most studies presented poor experimental design, mainly lack of randomization and blinding. The main class of isolated compounds tested was terpenes, of which monoterpenes were investigated in the majority of the studies. CONCLUSION These results indicate that NPs are effective in treating experimental orofacial nociception and highlight some of these NPs, mainly terpenes, suggesting their potential for translational research.
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Affiliation(s)
- Janaíne P Oliveira
- Department of Physiology, Federal University of Sergipe, São Cristóvão, SE, Brazil; Graduate Programme in Physiological Sciences, Federal University of Sergipe, São Cristóvão, SE, Brazil
| | - Marilia T S Souza
- Department of Physiology, Federal University of Sergipe, São Cristóvão, SE, Brazil
| | - Luana M Cercato
- Department of Physiology, Federal University of Sergipe, São Cristóvão, SE, Brazil
| | - Astrid W Souza
- Departament of Pharmacy, Federal University of Paraná, Curitiba, PR, Brazil
| | - Fernando K Nampo
- Latin American Institute of Life and Natural Sciences, Federal University of Latin American Integration, Foz do Iguaçu, PR, Brazil
| | - Enilton A Camargo
- Department of Physiology, Federal University of Sergipe, São Cristóvão, SE, Brazil; Graduate Programme in Physiological Sciences, Federal University of Sergipe, São Cristóvão, SE, Brazil.
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Zielińska A, Costa B, Ferreira MV, Miguéis D, Louros JMS, Durazzo A, Lucarini M, Eder P, V. Chaud M, Morsink M, Willemen N, Severino P, Santini A, Souto EB. Nanotoxicology and Nanosafety: Safety-By-Design and Testing at a Glance. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E4657. [PMID: 32605255 PMCID: PMC7369733 DOI: 10.3390/ijerph17134657] [Citation(s) in RCA: 93] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 06/11/2020] [Accepted: 06/23/2020] [Indexed: 01/01/2023]
Abstract
This review offers a systematic discussion about nanotoxicology and nanosafety associated with nanomaterials during manufacture and further biomedical applications. A detailed introduction on nanomaterials and their most frequently uses, followed by the critical risk aspects related to regulatory uses and commercialization, is provided. Moreover, the impact of nanotoxicology in research over the last decades is discussed, together with the currently available toxicological methods in cell cultures (in vitro) and in living organisms (in vivo). A special focus is given to inorganic nanoparticles such as titanium dioxide nanoparticles (TiO2NPs) and silver nanoparticles (AgNPs). In vitro and in vivo case studies for the selected nanoparticles are discussed. The final part of this work describes the significance of nano-security for both risk assessment and environmental nanosafety. "Safety-by-Design" is defined as a starting point consisting on the implementation of the principles of drug discovery and development. The concept "Safety-by-Design" appears to be a way to "ensure safety", but the superficiality and the lack of articulation with which it is treated still raises many doubts. Although the approach of "Safety-by-Design" to the principles of drug development has helped in the assessment of the toxicity of nanomaterials, a combination of scientific efforts is constantly urgent to ensure the consistency of methods and processes. This will ensure that the quality of nanomaterials is controlled and their safe development is promoted. Safety issues are considered strategies for discovering novel toxicological-related mechanisms still needed to be promoted.
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Affiliation(s)
- Aleksandra Zielińska
- Department of Pharmaceutical Technology, Faculty of Pharmacy, University of Coimbra, Pólo das Ciências da Saúde, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal; (A.Z.); (B.C.); (M.V.F.); (D.M.); (J.M.S.L.)
- Institute of Human Genetics, Polish Academy of Sciences, Strzeszyńska 32, 60-479 Poznań, Poland
| | - Beatriz Costa
- Department of Pharmaceutical Technology, Faculty of Pharmacy, University of Coimbra, Pólo das Ciências da Saúde, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal; (A.Z.); (B.C.); (M.V.F.); (D.M.); (J.M.S.L.)
| | - Maria V. Ferreira
- Department of Pharmaceutical Technology, Faculty of Pharmacy, University of Coimbra, Pólo das Ciências da Saúde, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal; (A.Z.); (B.C.); (M.V.F.); (D.M.); (J.M.S.L.)
| | - Diogo Miguéis
- Department of Pharmaceutical Technology, Faculty of Pharmacy, University of Coimbra, Pólo das Ciências da Saúde, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal; (A.Z.); (B.C.); (M.V.F.); (D.M.); (J.M.S.L.)
| | - Jéssica M. S. Louros
- Department of Pharmaceutical Technology, Faculty of Pharmacy, University of Coimbra, Pólo das Ciências da Saúde, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal; (A.Z.); (B.C.); (M.V.F.); (D.M.); (J.M.S.L.)
| | - Alessandra Durazzo
- CREA-Research Centre for Food and Nutrition, Via Ardeatina 546, 00178 Rome, Italy; (A.D.); (M.L.)
| | - Massimo Lucarini
- CREA-Research Centre for Food and Nutrition, Via Ardeatina 546, 00178 Rome, Italy; (A.D.); (M.L.)
| | - Piotr Eder
- Department of Gastroenterology, Dietetics and Internal Diseases, Poznan University of Medical Sciences, Przybyszewskiego 49, 60-355 Poznań, Poland;
| | - Marco V. Chaud
- Laboratory of Biomaterials and Nanotechnology, University of Sorocaba—UNISO, Sorocaba 18023-000, Brazil;
| | - Margreet Morsink
- Center for Biomedical Engineering, Department of Medicine, Brigham and Women& Hospital, Harvard Medical School, 65 Landsdowne Street, Cambridge, MA 02139, USA; (M.M.); (N.W.); (P.S.)
- Translational Liver Research, Department of Medical Cell BioPhysics, Technical Medical Centre, Faculty of Science and Technology, University of Twente, 7522 NB Enschede, The Netherlands
- Department of Developmental BioEngineering, Faculty of Science and Technology, Technical Medical Centre, University of Twente, 7522 NB Enschede, The Netherlands
| | - Niels Willemen
- Center for Biomedical Engineering, Department of Medicine, Brigham and Women& Hospital, Harvard Medical School, 65 Landsdowne Street, Cambridge, MA 02139, USA; (M.M.); (N.W.); (P.S.)
- Department of Developmental BioEngineering, Faculty of Science and Technology, Technical Medical Centre, University of Twente, 7522 NB Enschede, The Netherlands
| | - Patrícia Severino
- Center for Biomedical Engineering, Department of Medicine, Brigham and Women& Hospital, Harvard Medical School, 65 Landsdowne Street, Cambridge, MA 02139, USA; (M.M.); (N.W.); (P.S.)
- Nanomedicine and Nanotechnology Laboratory (LNMed), Institute of Technology and Research (ITP), University of Tiradentes (Unit), Av. Murilo Dantas, 300, Aracaju 49010-390, Brazil
- Tiradentes Institute, 150 Mt Vernon St, Dorchester, MA 02125, USA
| | - Antonello Santini
- Department of Pharmacy, University of Napoli Federico II, 80131 Napoli, Italy
| | - Eliana B. Souto
- Department of Pharmaceutical Technology, Faculty of Pharmacy, University of Coimbra, Pólo das Ciências da Saúde, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal; (A.Z.); (B.C.); (M.V.F.); (D.M.); (J.M.S.L.)
- CEB—Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
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Verheijen M, Tong W, Shi L, Gant TW, Seligman B, Caiment F. Towards the development of an omics data analysis framework. Regul Toxicol Pharmacol 2020; 112:104621. [PMID: 32087354 DOI: 10.1016/j.yrtph.2020.104621] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 02/10/2020] [Accepted: 02/18/2020] [Indexed: 01/18/2023]
Abstract
The use of various omics techniques for scientific research is increasing. While toxicogenomics studies have already produced substantial data on diverse omics platforms, to date there has been little routine application in regulatory toxicology. This is despite the promises and excitement of 20 years ago when it was widely speculated that omics methods would reduce or even replace animal use and allow a much enhanced understanding of hazard and susceptibility. One of the reasons for this has been a trepidation about relying on the produced data. It has been argued that omics outputs might not be sufficiently reliable for regulatory application because the techniques, bioinformatics and interpretation can vary. For these reasons the robustness of the obtained results is questioned. This reticence to trust omics data is further magnified by the lack of internationally agreed upon guidelines and protocols for both the generation and processing of omics data. One way forward would be to reach a consensus on an omics data analysis framework (ODAF) for regulatory application (R-ODAF) based on rigorous data analysis. The authors of this article are involved in a Long-Range Research Initiative (LRI) project that will propose an R-ODAF for transcriptomics data. The R-ODAF will then be reviewed and evaluated by the main regulatory agencies and consensus forums such as the Organization for Economic Co-operation and Development (OECD). This work builds on The MicroArray Quality Control work that developed standards for the generation of data from microarrays and sequencing but not for reporting or analysis.
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Affiliation(s)
| | - Weida Tong
- National Center for Toxicological Research, U.S. Food and Drug Administration (FDA), Jefferson, AR, USA
| | - Leming Shi
- Fudan University (FU), Yangpu District, Shanghai, China
| | - Timothy W Gant
- Public Health England (PHE), Harwell Science and Innovation Campus, Oxfordshire, UK
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Bailone RL, Aguiar LKD, Roca RDO, Borra RC, Corrêa T, Janke H, Fukushima HCS. “Zebrafish as an animal model for food safety research: trends in the animal research”. FOOD BIOTECHNOL 2019. [DOI: 10.1080/08905436.2019.1673173] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Ricardo Lacava Bailone
- Department of Federal Inspection Service, Ministry of Agriculture, Livestock and Supply of Brazil, Federal Inspection Service, São Carlos, Brazil
- Food Technology, Universidade Estadual Paulista Julio de Mesquita Filho, Sao Paulo, Brazil
| | - Luís Kluwe de Aguiar
- Department of Food Technology and Innovation, Harper Adams University, Edgmond, United Kingdom of Great Britain and Northern Ireland
| | - Roberto de Oliveira Roca
- Department of Food Economics, Sociology and Technology, Universidade Estadual Paulista Julio de Mesquita Filho, Sao Paulo, Brazil
| | - Ricardo Carneiro Borra
- Department of Genetic and Evolution, Federal University of São Carlos, São Carlos, Brazil
| | - Tatiana Corrêa
- Department of Genetic and Evolution, Federal University of São Carlos, São Carlos, Brazil
| | - Helena Janke
- Department of Genetic and Evolution, Federal University of São Carlos, São Carlos, Brazil
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Bofill A, Jalencas X, Oprea TI, Mestres J. The human endogenous metabolome as a pharmacology baseline for drug discovery. Drug Discov Today 2019; 24:1806-1820. [PMID: 31226432 DOI: 10.1016/j.drudis.2019.06.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 05/17/2019] [Accepted: 06/12/2019] [Indexed: 01/01/2023]
Abstract
We have limited understanding of the variation in in vitro affinities of drugs for their targets. An analysis of a highly curated set of 815 interactions between 566 drugs and 129 primary targets reveals that 71% of drug-target affinities have values above that of the corresponding endogenous ligand, 96% of them fitting within a range of two orders of magnitude. Our findings suggest that the evolutionary optimised affinity of endogenous ligands for their native proteins can serve as a baseline for the primary pharmacology of drugs. We show that the degree of off-target selectivity and safety risks of drugs derived from their secondary pharmacology depend very much on that baseline. Thus, we propose a new approach for estimating safety margins.
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Affiliation(s)
- Andreu Bofill
- Research Group on Systems Pharmacology, Research Program on Biomedical Informatics (GRIB), IMIM Hospital del Mar Medical Research Institute and University Pompeu Fabra, 08003 Barcelona, Catalonia, Spain
| | - Xavier Jalencas
- Research Group on Systems Pharmacology, Research Program on Biomedical Informatics (GRIB), IMIM Hospital del Mar Medical Research Institute and University Pompeu Fabra, 08003 Barcelona, Catalonia, Spain
| | - Tudor I Oprea
- Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA; UNM Comprehensive Cancer Center, Albuquerque, NM, USA; Department of Rheumatology and Inflammation Research, Institute of Medicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden; Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jordi Mestres
- Research Group on Systems Pharmacology, Research Program on Biomedical Informatics (GRIB), IMIM Hospital del Mar Medical Research Institute and University Pompeu Fabra, 08003 Barcelona, Catalonia, Spain.
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Schomaker S, Ramaiah S, Khan N, Burkhardt J. Safety biomarker applications in drug development. J Toxicol Sci 2019; 44:225-235. [DOI: 10.2131/jts.44.225] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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15
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Hurrell T, Lilley KS, Cromarty AD. Proteomic responses of HepG2 cell monolayers and 3D spheroids to selected hepatotoxins. Toxicol Lett 2019; 300:40-50. [DOI: 10.1016/j.toxlet.2018.10.030] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2018] [Revised: 09/29/2018] [Accepted: 10/25/2018] [Indexed: 01/26/2023]
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16
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Xu JY, Dai C, Shan JJ, Xie T, Xie HH, Wang MM, Yang G. Determination of the effect of Pinellia ternata (Thunb.) Breit. on nervous system development by proteomics. JOURNAL OF ETHNOPHARMACOLOGY 2018; 213:221-229. [PMID: 29141195 DOI: 10.1016/j.jep.2017.11.014] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 10/20/2017] [Accepted: 11/11/2017] [Indexed: 06/07/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Banxia (BX) is the dried tuber of Pinellia ternata (Thunb.) Breit., a commonly prescribed Chinese medicinal herb for the treatment of cough, phlegm, and vomiting in pregnant women. However, raw BX has been demonstrated to exert toxic effects on reproduction and the precise and comprehensive mechanisms remain elusive. AIM OF THE STUDY We applied an iTRAQ (isobaric tags for relative and absolute quantitation, iTRAQ)-based proteomic method to explore the mechanisms of raw BX-induced fetal toxicity in mice. MATERIALS AND METHODS The mice were separated into two groups, control mice and BX-treated mice. From gestation days 6-8, the control group was treated with normal saline and the BX group was exposed to BX suspension (2.275g/kg/day). Gastrulae were obtained and analyzed using the quantitative proteomic approach of iTRAQ coupled to liquid chromatography-tandem mass spectrometry (LC-MS/MS). A multi-omics data analysis tool, OmicsBean (http://www.omicsbean.cn), was employed to conduct bioinformatic analysis of differentially abundant proteins (DAPs). Quantitative real-time PCR (qRT-PCR) and western blotting methods were applied to detect the protein expression levels and validate the quality of the proteomics. RESULTS A total of 1245 proteins were identified with < 1% false discovery rate (FDR) and 583 protein abundance changes were confidently assessed. Moreover, 153 proteins identified in BX-treated samples showed significant differences in abundance. Bioinformatics analysis showed that the functions of 37 DAPs were predominantly related to nervous system development. The expression levels of the selected proteins for quantification by qRT-PCR or western blotting were consistent with the results in iTRAQ-labeled proteomics data. CONCLUSION The results suggested that oral administration of BX in mice may cause fetal abnormality of the nervous system. The findings may be helpful to elucidate the underlying mechanisms of BX-induced embryotoxicity.
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Affiliation(s)
- Jian-Ya Xu
- Jiangsu Key Laboratory for Biodiversity and Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, China; Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Chen Dai
- College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China
| | - Jin-Jun Shan
- Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China.
| | - Tong Xie
- Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Hui-Hui Xie
- Department of Pediatrics, Zhejiang Provincial Hospital of Traditional Chinese Medicine, Hangzhou 310006, China
| | - Ming-Ming Wang
- Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Guang Yang
- Jiangsu Key Laboratory for Biodiversity and Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, China.
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Haase R, Wunderlich M, Dillenseger A, Kern R, Akgün K, Ziemssen T. Improving multiple sclerosis management and collecting safety information in the real world: the MSDS3D software approach. Expert Opin Drug Saf 2018; 17:369-378. [PMID: 29436244 DOI: 10.1080/14740338.2018.1437144] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
INTRODUCTION For safety evaluation, randomized controlled trials (RCTs) are not fully able to identify rare adverse events. The richest source of safety data lies in the post-marketing phase. Real-world evidence (RWE) and observational studies are becoming increasingly popular because they reflect usefulness of drugs in real life and have the ability to discover uncommon or rare adverse drug reactions. AREAS COVERED Adding the documentation of psychological symptoms and other medical disciplines, the necessity for a complex documentation becomes apparent. The collection of high-quality data sets in clinical practice requires the use of special documentation software as the quality of data in RWE studies can be an issue in contrast to the data obtained from RCTs. The MSDS3D software combines documentation of patient data with patient management of patients with multiple sclerosis. Following a continuous development over several treatment-specific modules, we improved and expanded the realization of safety management in MSDS3D with regard to the characteristics of different treatments and populations. EXPERT OPINION eHealth-enhanced post-authorisation safety study may complete the fundamental quest of RWE for individually improved treatment decisions and balanced therapeutic risk assessment. MSDS3D is carefully designed to contribute to every single objective in this process.
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Affiliation(s)
- Rocco Haase
- a Center of Clinical Neuroscience, Department of Neurology , University Hospital Carl Gustav Carus, Dresden University of Technology , Dresden , Germany
| | - Maria Wunderlich
- a Center of Clinical Neuroscience, Department of Neurology , University Hospital Carl Gustav Carus, Dresden University of Technology , Dresden , Germany
| | - Anja Dillenseger
- a Center of Clinical Neuroscience, Department of Neurology , University Hospital Carl Gustav Carus, Dresden University of Technology , Dresden , Germany
| | | | - Katja Akgün
- a Center of Clinical Neuroscience, Department of Neurology , University Hospital Carl Gustav Carus, Dresden University of Technology , Dresden , Germany
| | - Tjalf Ziemssen
- a Center of Clinical Neuroscience, Department of Neurology , University Hospital Carl Gustav Carus, Dresden University of Technology , Dresden , Germany
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18
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Corrêa NCR, Kuligovski C, Paschoal ACC, Abud APR, Rebelatto CLK, Leite LMB, Senegaglia AC, Dallagiovanna B, Aguiar AMD. Human adipose-derived stem cells (ADSC) and human periodontal ligament stem cells (PDLSC) as cellular substrates of a toxicity prediction assay. Regul Toxicol Pharmacol 2018; 92:75-82. [DOI: 10.1016/j.yrtph.2017.11.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2017] [Revised: 11/07/2017] [Accepted: 11/08/2017] [Indexed: 01/08/2023]
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19
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Differential effects of Zincum metallicum on cell models. HOMEOPATHY 2018; 106:171-180. [DOI: 10.1016/j.homp.2017.02.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 02/09/2017] [Accepted: 02/15/2017] [Indexed: 12/23/2022]
Abstract
Introduction: Zinc is an essential trace element necessary for life. Traditional and complementary medicines use zinc-based formulations to treat different classes of diseases. Basic research on homeopathic preparations of zinc are rare and there are a few published clinical cases describing its effects on patients. The use of cell-based models in drug screening is a reliable source of evidence.Methods: We sought to investigate experimental end-points using cell-based models to determine the effects of dilutions of Zincum metallicum prepared according to the Brazilian Homeopathic Pharmacopoeia. Murine RAW 264.7 macrophages and melanoma B16-F10 cell lines were cultured according to standard procedures. Cells were treated with either 5c, 6c or 30c Zincum metallicum and control cells with its respective vehicle (5c, 6c, or 30c Lactose). Macrophage activation by CD54 immunolabeling and intracellular reactive oxygen species (ROS) using DCFH-DA (2,7-dichlorodihydrofluorescein diacetate) were detected by flow cytometry. Phagocytic capacity (endocytic index) was quantified by light microscopy. Features of melanoma cells were analyzed by colorimetric assays to determine melanin content and cell proliferation rate. All obtained data were submitted to normality test followed by statistical analysis.Results: Zincum metallicum 6c shifted high ROS-producing macrophages to a low ROS-producing phenotype. Macrophage CD54 expression was increased by Zincum metallicum 5c. No changes in endocytic index were observed. Melanoma cells were not affected by any treatment we tested.Conclusions: Differing responses and non-linearity were found on macrophages challenged with Zincum metallicum at high dilutions. No changes in melanoma cells were observed. Customised assays using target cells can be useful to investigate high-dilution effects. Other cell types and conditions should be explored.
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20
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Tarca AL, Gong X, Romero R, Yang W, Duan Z, Yang H, Zhang C, Wang P. Human blood gene signature as a marker for smoking exposure: computational approaches of the top ranked teams in the sbv IMPROVER Systems Toxicology challenge. ACTA ACUST UNITED AC 2017; 5:31-37. [PMID: 29556588 DOI: 10.1016/j.comtox.2017.07.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Crowdsourcing has emerged as a framework to address methodological challenges in omics data analysis and assess the extent to which omics data are predictive of phenotypes of interest. The sbv IMPROVER Systems Toxicology Challenge was designed to leverage crowdsourcing to determine whether human blood gene expression levels are informative of current and past smoking. Participating teams were invited to use a training gene expression dataset to derive parsimonious models (up to 40 genes) that can accurately classify subjects into exposure groups: smokers, former smokers that quit for at least one year, and never-smokers. Teams were ranked based on two classification performance metrics evaluated on a blinded test dataset. The analytical approaches of the first- and third-ranked teams, that are presented in detail in this article, involved feature selection by moderated t-test or LASSO regression and linear discriminant analysis (LDA) and logistic regression classifiers, respectively. While the 12-gene signature of the top team allowed the classification of current smokers with 100% sensitivity at 93% specificity, discriminating former smokers from never-smokers was much more challenging (65% sensitivity at 57% specificity). Gene ontology molecular functions and KEGG pathways associated with current smoking included G protein-coupled receptor activity, signaling receptor activity, calcium ion binding, and the Neuroactive ligand-receptor interaction pathway. Selection of marker genes by either moderated t-test or multivariate LASSO regression followed by LDA or logistic regression, are robust approaches to classification with omics data, confirming in part findings of previous sbv IMPROVER challenges. While current smoking is accurately identified based on blood mRNA levels, smoking cessation for more than one year is accompanied by a "normalization" of the expression of certain mRNAs, making it difficult to distinguish former smokers from never-smokers.
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Affiliation(s)
- Adi L Tarca
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, MI, 48202, USA.,Department of Computer Science, Wayne State University College of Engineering, Detroit, MI, USA
| | - Xiaofeng Gong
- SJTU-Yale Joint Center for Biostatistics, Shanghai Jiao Tong University, Shanghai, China.,Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Roberto Romero
- Perinatology Research Branch, NICHD/NIH/DHHS, Bethesda, MD, and Detroit, MI, 48201, USA.,Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI, 48109, USA.,Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, 48825, USA.,Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, 48201, USA
| | - Wenxin Yang
- SJTU-Yale Joint Center for Biostatistics, Shanghai Jiao Tong University, Shanghai, China.,School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai, China
| | - Zhongqu Duan
- SJTU-Yale Joint Center for Biostatistics, Shanghai Jiao Tong University, Shanghai, China.,Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Hao Yang
- SJTU-Yale Joint Center for Biostatistics, Shanghai Jiao Tong University, Shanghai, China.,School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai, China
| | - Chengfang Zhang
- SJTU-Yale Joint Center for Biostatistics, Shanghai Jiao Tong University, Shanghai, China.,Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Peixuan Wang
- SJTU-Yale Joint Center for Biostatistics, Shanghai Jiao Tong University, Shanghai, China.,Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
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21
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Saraç ÖS, Kumar R, Dhanda SK, Balcı AT, Bilgen İ, Romero R, Tarca AL. Species translatable blood gene signature as a marker of exposure to smoking: computational approaches of the top ranked teams in the sbv IMPROVER Systems Toxicology challenge. ACTA ACUST UNITED AC 2017; 5:25-30. [PMID: 29556587 DOI: 10.1016/j.comtox.2017.04.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Crowdsourcing has been used to address computational challenges in systems biology and assess translation of findings across species. Sub-challenge 2 of the sbv IMPROVER Systems Toxicology Challenge was designed to determine whether a common set of genes can be used to identify exposure to cigarette smoke in both human and mouse. Participating teams used a training set of human and mouse blood gene expression data to derive parsimonious models (up to 40 genes) that classify subjects into exposure groups: smokers, former smokers, and never-smokers. Teams were ranked based on two classification performance metrics evaluated on a blinded test dataset. Prediction of current exposure to cigarette smoke in human and mouse by a common prediction model was achieved by the top ranked team (Team 219) with 89% balanced accuracy (BAC), while past exposure was predicted with only 57% BAC. The prediction model of the top ranked team was a random forest classifier trained on sets of genes that appeared best for each species separately with no overlap between species. By contrast, Team 264, ranked second (tied with Team 250), selected genes that were simultaneously predictive in both species and achieved 80% and 59% BAC when predicting current and past exposure, respectively. These performance values were lower than the 96.5% and 61% BAC estimates for current and past exposure, respectively, obtained by Team 264 (top ranked in sub-challenge 1) when using only human data. Unlike past exposure, current exposure to cigarette smoke can be accurately assessed in both human and mouse with a common prediction model based on blood mRNAs. However, requiring a common gene signature to be predictive in both species resulted in a substantial decrease in balanced accuracy for prediction of current exposure to cigarette smoke (from 96.5% to 80%), suggesting species-specific responses exist.
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Affiliation(s)
| | - Rahul Kumar
- Institute of Microbial Technology, Chandigarh, India
| | | | | | | | - Roberto Romero
- Perinatology Research Branch, NICHD/NIH/DHHS, Bethesda, MD, and Detroit, MI, 48201, USA.,Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI, 48109, USA.,Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, 48825, USA.,Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, 48201, USA
| | - Adi L Tarca
- Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, MI, USA.,Department of Computer Science, Wayne State University College of Engineering, Detroit, MI, 48202, USA
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22
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Vasquez KO, Peterson JD. Early Detection of Acute Drug-Induced Liver Injury in Mice by Noninvasive Near-Infrared Fluorescence Imaging. J Pharmacol Exp Ther 2017; 361:87-98. [PMID: 28115551 PMCID: PMC5363778 DOI: 10.1124/jpet.116.238378] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2016] [Accepted: 01/18/2017] [Indexed: 01/05/2023] Open
Abstract
Hepatocellular and cholestatic forms of drug-induced liver injury (DILI) are major reasons for late-stage termination of small-molecule drug discovery research projects. Biochemical serum markers are limited in their ability to sensitively and specifically detect both of these common DILI forms in preclinical models, and tissue-specific approaches to assessing this are labor intensive, requiring extensive animal dosing, tissue preparation, and pathology assessment. In vivo fluorescent imaging offers noninvasive detection of biologic changes detected directly in the livers of living animals. Three different near-infrared fluorescent imaging probes, specific for cell death (Annexin-Vivo 750), matrix metalloproteases (MMPSense 750 FAST), and transferrin receptor (Transferrin-Vivo 750) were used to measure the effects of single bolus intraperitoneal doses of four different chemical agents known to induce liver injury. Hepatocellular injury-inducing agents, thioacetamide and acetaminophen, showed optimal injury detection with probe injection at 18-24 hours, the liver cholestasis-inducing drug rifampicin required early probe injection (2 hours), and chlorpromazine, which induces mixed hepatocellular/cholestatic injury, showed injury with both early and late injection. Different patterns of liver responses were seen among these different imaging probes, and no one probe detected injury by all four compounds. By using a cocktail of these three near-infrared fluorescent imaging probes, all labeled with 750-nm fluorophores, each of the four different DILI agents induced comparable tissue injury within the liver region, as assessed by epifluorescence imaging. A strategy of probe cocktail injection in separate cohorts at 2 hours and at 20-24 hours allowed the effective detection of drugs with either early- or late-onset injury.
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23
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Hjorth R, van Hove L, Wickson F. What can nanosafety learn from drug development? The feasibility of "safety by design". Nanotoxicology 2017; 11:305-312. [PMID: 28303735 DOI: 10.1080/17435390.2017.1299891] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
"Safety by design" (SbD) is an intuitively appealing concept that is on the rise within nanotoxicology and nanosafety research, as well as within nanotechnology research policy. It leans on principles established within drug discovery and development (DDD) and seeks to address safety early, as well as throughout product development. However, it remains unclear what the concept of SbD exactly entails for engineered nanomaterials (ENMs) or how it is envisioned to be implemented. Here, we review the concept as it is emerging in European research and compare its resemblance with the safety testing and assessment practices in DDD. From this comparison, it is clear that "safety" is not obtained through DDD, and that SbD should be considered a starting point rather than an end, meaning that products will still need to progress through thorough safety evaluations and regulation. We conclude that although risk reduction is clearly desirable, the way SbD is currently communicated tends to treat safety as an inherent material property and that this is fundamentally problematic as it represents a recasting and reduction of societal issues into technical problems. SbD therefore faces a multitude of challenges, from practical implementation to unrealistic stakeholder expectations.
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Affiliation(s)
- Rune Hjorth
- a Department of Environmental Engineering , Technical University of Denmark , Kgs. Lyngby , Denmark
| | - Lilian van Hove
- b Department of Society, Ecology and Ethics , GenØk Centre for Biosafety , Tromsø , Norway
| | - Fern Wickson
- b Department of Society, Ecology and Ethics , GenØk Centre for Biosafety , Tromsø , Norway
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24
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Norris JL, Farrow MA, Gutierrez DB, Palmer LD, Muszynski N, Sherrod SD, Pino JC, Allen JL, Spraggins JM, Lubbock ALR, Jordan A, Burns W, Poland JC, Romer C, Manier ML, Nei YW, Prentice BM, Rose KL, Hill S, Van de Plas R, Tsui T, Braman NM, Keller MR, Rutherford SA, Lobdell N, Lopez CF, Lacy DB, McLean JA, Wikswo JP, Skaar EP, Caprioli RM. Integrated, High-Throughput, Multiomics Platform Enables Data-Driven Construction of Cellular Responses and Reveals Global Drug Mechanisms of Action. J Proteome Res 2017; 16:1364-1375. [PMID: 28088864 DOI: 10.1021/acs.jproteome.6b01004] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
An understanding of how cells respond to perturbation is essential for biological applications; however, most approaches for profiling cellular response are limited in scope to pre-established targets. Global analysis of molecular mechanism will advance our understanding of the complex networks constituting cellular perturbation and lead to advancements in areas, such as infectious disease pathogenesis, developmental biology, pathophysiology, pharmacology, and toxicology. We have developed a high-throughput multiomics platform for comprehensive, de novo characterization of cellular mechanisms of action. Platform validation using cisplatin as a test compound demonstrates quantification of over 10 000 unique, significant molecular changes in less than 30 days. These data provide excellent coverage of known cisplatin-induced molecular changes and previously unrecognized insights into cisplatin resistance. This proof-of-principle study demonstrates the value of this platform as a resource to understand complex cellular responses in a high-throughput manner.
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Affiliation(s)
| | | | | | | | | | - Stacy D Sherrod
- Vanderbilt Institute of Chemical Biology, Vanderbilt University , Nashville, Tennessee 37232, United States
| | | | | | | | | | | | | | - James C Poland
- Vanderbilt Institute of Chemical Biology, Vanderbilt University , Nashville, Tennessee 37232, United States
| | | | | | | | | | | | | | - Raf Van de Plas
- Delft Center for Systems and Control, Delft University of Technology , Delft 2628 CD, The Netherlands
| | | | - Nathaniel M Braman
- Biomedical Engineering, Vanderbilt University School of Engineering , Nashville, Tennessee 37235, United States
| | - M Ray Keller
- Vanderbilt Institute of Chemical Biology, Vanderbilt University , Nashville, Tennessee 37232, United States
| | | | | | - Carlos F Lopez
- Biomedical Engineering, Vanderbilt University School of Engineering , Nashville, Tennessee 37235, United States
| | | | - John A McLean
- Vanderbilt Institute of Chemical Biology, Vanderbilt University , Nashville, Tennessee 37232, United States
| | - John P Wikswo
- Biomedical Engineering, Vanderbilt University School of Engineering , Nashville, Tennessee 37235, United States
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Khanna K, Jaiswal A, Dhumal R, Selkar N, Chaudhari P, Soni VP, Vanage GR, Bellare J. Comparative bone regeneration study of hardystonite and hydroxyapatite as filler in critical-sized defect of rat calvaria. RSC Adv 2017. [DOI: 10.1039/c7ra05039a] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Bone grafts made from nanofibrous polycaprolactone loaded with bone-mimicking ceramic hydroxyapatite or hardystonite showed efficient bone healing in an in vivo rat skull defect model.
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Affiliation(s)
- Kunal Khanna
- Center for Research in Nanotechnology and Science
- Indian Institute of Technology Bombay
- Mumbai
- India
| | - Amit Jaiswal
- Centre for Biomaterials, Cellular and Molecular Theranostics
- VIT University Vellore
- India
| | - Rohit V. Dhumal
- National Centre for Preclinical Reproductive and Genetic Toxicology
- National Institute for Research in Reproductive Health
- Mumbai 400012
- India
| | - Nilakash Selkar
- National Centre for Preclinical Reproductive and Genetic Toxicology
- National Institute for Research in Reproductive Health
- Mumbai 400012
- India
| | - Pradip Chaudhari
- Division of Animal Oncology
- Advanced Centre for Treatment, Research & Education in Cancer
- Navi Mumbai
- India
| | | | - Geeta R. Vanage
- National Centre for Preclinical Reproductive and Genetic Toxicology
- National Institute for Research in Reproductive Health
- Mumbai 400012
- India
| | - Jayesh Bellare
- Center for Research in Nanotechnology and Science
- Indian Institute of Technology Bombay
- Mumbai
- India
- Department of Chemical Engineering
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Karlsson O, Hanrieder J. Imaging mass spectrometry in drug development and toxicology. Arch Toxicol 2016; 91:2283-2294. [PMID: 27933369 PMCID: PMC5429351 DOI: 10.1007/s00204-016-1905-6] [Citation(s) in RCA: 84] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2016] [Accepted: 11/24/2016] [Indexed: 11/25/2022]
Abstract
During the last decades, imaging mass spectrometry has gained significant relevance in biomedical research. Recent advances in imaging mass spectrometry have paved the way for in situ studies on drug development, metabolism and toxicology. In contrast to whole-body autoradiography that images the localization of radiolabeled compounds, imaging mass spectrometry provides the possibility to simultaneously determine the discrete tissue distribution of the parent compound and its metabolites. In addition, imaging mass spectrometry features high molecular specificity and allows comprehensive, multiplexed detection and localization of hundreds of proteins, peptides and lipids directly in tissues. Toxicologists traditionally screen for adverse findings by histopathological examination. However, studies of the molecular and cellular processes underpinning toxicological and pathologic findings induced by candidate drugs or toxins are important to reach a mechanistic understanding and an effective risk assessment strategy. One of IMS strengths is the ability to directly overlay the molecular information from the mass spectrometric analysis with the tissue section and allow correlative comparisons of molecular and histologic information. Imaging mass spectrometry could therefore be a powerful tool for omics profiling of pharmacological/toxicological effects of drug candidates and toxicants in discrete tissue regions. The aim of the present review is to provide an overview of imaging mass spectrometry, with particular focus on MALDI imaging mass spectrometry, and its use in drug development and toxicology in general.
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Affiliation(s)
- Oskar Karlsson
- Center for Molecular Medicine, Department of Clinical Neuroscience, Karolinska Institute, 171 76, Stockholm, Sweden.
- Department of Pharmaceutical Biosciences, Drug Safety and Toxicology, Uppsala University, 751 24, Uppsala, Sweden.
| | - Jörg Hanrieder
- Department of Psychiatry and Neurochemistry, Sahlgrenska Academy at the University of Gothenburg, Mölndal Hospital, House V, 431 80, Mölndal, Sweden
- Department of Molecular Neuroscience, UCL Institute of Neurology, University College London, Queen Square, London, WC1N, UK
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Xie HH, Xu JY, Xie T, Meng X, Lin LL, He LL, Wu H, Shan JJ, Wang SC. Effects of Pinellia ternata (Thunb.) Berit. on the metabolomic profiles of placenta and amniotic fluid in pregnant rats. JOURNAL OF ETHNOPHARMACOLOGY 2016; 183:38-45. [PMID: 26923539 DOI: 10.1016/j.jep.2016.02.030] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Revised: 02/20/2016] [Accepted: 02/22/2016] [Indexed: 06/05/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Banxia (BX) is the root of Pinellia ternata (Thunb.) Berit. Its processed products, such as Jiang Banxia (JBX), have been clinically used in traditional Chinese medicine to treat vomiting, coughing, and inflammation. However, data for their safety for pregnant women are contradictory and confusing. AIM OF THE STUDY To further explore the safety of BX, an ultra-performance liquid chromatography coupled with liquid chromatography-mass spectrometry (LC-MS) and gas chromatography-mass spectrometry (GC-MS) metabolomics approach was used to evaluate the metabolic perturbation in pregnant rats caused by BX and JBX. MATERIALS AND METHODS Placenta and amniotic fluid samples were collected from control Sprague-Dawley pregnant rats and exposed to BX suspension and JBX decoction (1.434g/kg/day). Samples were analyzed using LC-MS and GC-MS. The acquired MS data of above samples were further subjected to multivariate data analysis, and the significantly altered metabolites were identified. The associated pathways were constructed using MetaboAnalyst 3.0. RESULTS The weight and histopathology of the placenta from each group of rats had no definite difference. However, we found 20 differential endogenous metabolites that changed significantly in the placenta and amniotic fluid samples. The alterations of identified metabolites indicated a perturbation in glycerophospholipid metabolism, amino acid metabolism, and carbohydrate metabolism in pregnant rats exposed to BX and JBX. CONCLUSION In summary, this work suggested that oral administration of BX and JBX may induce disturbances in the intermediary metabolism in pregnant rats. This work contributes to further understanding the safety of BX and its processed products.
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Affiliation(s)
- Hui-Hui Xie
- Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China; Department of Pediatrics, Zhejiang Provincial Hospital of Traditional Chinese Medicine, Hangzhou 310006, China
| | - Jian-Ya Xu
- Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Tong Xie
- Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Xin Meng
- Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Li-Li Lin
- Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Li-Li He
- Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Hao Wu
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Jin-Jun Shan
- Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China; NIH West Coast Metabolomics Center, Genome Center of UC Davis, Davis 95616, USA.
| | - Shou-Chuan Wang
- Jiangsu Key Laboratory of Pediatric Respiratory Disease, Institute of Pediatrics, Nanjing University of Chinese Medicine, Nanjing 210023, China.
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Al-Musawi M, Durham J, Whitworth JM, Stone SJ, Nixdorf DR, Valentine RA. Effect of topical neuromodulatory medications on oral and skin keratinocytes. J Oral Pathol Med 2016; 46:134-141. [PMID: 26991677 DOI: 10.1111/jop.12437] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/28/2016] [Indexed: 11/28/2022]
Abstract
BACKGROUND Neuromodulatory medications (NMs), such as amitriptyline, carbamazepine and gabapentin, are used as topical preparations for the management of neuropathic orofacial pain (NOP) and have produced promising preliminary results. The aim of this study was to investigate the effects of three aforementioned NMs on cell lines relevant to the orofacial tissues in vitro as no published studies have examined the effect of these topical NMs. METHODS Cellular viability was measured using alamarBlue® , testing cumulative and specific time point effects of NMs on human skin keratinocytes and oral keratinocytes. Effects of the NMs on cell counts were investigated by CCK-8 assay. Drug concentrations released from NM orabase pastes after 30-min incubation were measured by high-performance liquid chromatography. Using these clinical concentrations, morphological changes and cytokine expression were investigated using scanning electron microscopy (SEM) and human inflammatory antibody array (AAH), respectively. RESULTS Cumulative and specific time point viability and cell count methods revealed that amitriptyline caused a significant decrease in cellular viability and counts in both cell lines. Carbamazepine also had significant effects after long-term exposure and at higher concentrations, whilst gabapentin had little demonstrable effect. SEM confirmed the cytotoxicity of amitriptyline, whilst AAH revealed no significant changes in cytokine expression following amitriptyline, carbamazepine or gabapentin exposure compared with control. CONCLUSIONS The results raise concerns about the safety of topical amitriptyline as it was cytotoxic to skin and oral keratinocytes in both exposure times and concentrations, whilst carbamazepine was cytotoxic only at high concentrations and after longer exposure times and gabapentin had no demonstrable effects.
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Affiliation(s)
- Mustafa Al-Musawi
- Centre for Oral Health Research, School of Dental Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Justin Durham
- Centre for Oral Health Research, School of Dental Sciences, Newcastle University, Newcastle upon Tyne, UK.,Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
| | - John M Whitworth
- Centre for Oral Health Research, School of Dental Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Simon J Stone
- Centre for Oral Health Research, School of Dental Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Donald R Nixdorf
- Division of TMD and Orofacial Pain, School of Dentistry, University of Minnesota, Minneapolis, MN, USA.,Department of Neurology, Medical School, University of Minnesota, Minneapolis, MN, USA.,HealthPartners Institute for Education and Research, Bloomington, MN, USA
| | - Ruth A Valentine
- Centre for Oral Health Research, School of Dental Sciences, Newcastle University, Newcastle upon Tyne, UK.,Human Nutrition Research Centre, Newcastle University, Newcastle upon Tyne, UK
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Sung YK, Yuan K, de Jesus Perez VA. Novel approaches to pulmonary arterial hypertension drug discovery. Expert Opin Drug Discov 2016; 11:407-14. [PMID: 26901465 PMCID: PMC4933595 DOI: 10.1517/17460441.2016.1153625] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Pulmonary arterial hypertension (PAH) is a rare disorder associated with abnormally elevated pulmonary pressures that, if untreated, leads to right heart failure and premature death. The goal of drug development for PAH is to develop effective therapies that halt, or ideally, reverse the obliterative vasculopathy that results in vessel loss and obstruction of blood flow to the lungs. AREAS COVERED This review summarizes the current approach to candidate discovery in PAH and discusses the currently available drug discovery methods that should be implemented to prioritize targets and obtain a comprehensive pharmacological profile of promising compounds with well-defined mechanisms. EXPERT OPINION To improve the successful identification of leading drug candidates, it is necessary that traditional pre-clinical studies are combined with drug screening strategies that maximize the characterization of biological activity and identify relevant off-target effects that could hinder the clinical efficacy of the compound when tested in human subjects. A successful drug discovery strategy in PAH will require collaboration of clinician scientists with medicinal chemists and pharmacologists who can identify compounds with an adequate safety profile and biological activity against relevant disease mechanisms.
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Affiliation(s)
- Yon K. Sung
- Division of Pulmonary and Critical Care Medicine, The Vera Moulton Wall Center for Pulmonary Vascular Medicine, Stanford Cardiovascular Institute, Stanford, California
| | - Ke Yuan
- Division of Pulmonary and Critical Care Medicine, The Vera Moulton Wall Center for Pulmonary Vascular Medicine, Stanford Cardiovascular Institute, Stanford, California
| | - Vinicio A. de Jesus Perez
- Division of Pulmonary and Critical Care Medicine, The Vera Moulton Wall Center for Pulmonary Vascular Medicine, Stanford Cardiovascular Institute, Stanford, California
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Hill AB, Chen M, Chen CK, Pfeifer BA, Jones CH. Overcoming Gene-Delivery Hurdles: Physiological Considerations for Nonviral Vectors. Trends Biotechnol 2016; 34:91-105. [PMID: 26727153 PMCID: PMC5800990 DOI: 10.1016/j.tibtech.2015.11.004] [Citation(s) in RCA: 120] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Revised: 11/16/2015] [Accepted: 11/17/2015] [Indexed: 12/13/2022]
Abstract
With the use of contemporary tools and techniques, it has become possible to more precisely tune the biochemical mechanisms associated with using nonviral vectors for gene delivery. Consequently, nonviral vectors can incorporate numerous vector compositions and types of genetic cargo to develop diverse genetic therapies. Despite these advantages, gene-delivery strategies using nonviral vectors have poorly translated into clinical success due to preclinical experimental design considerations that inadequately predict therapeutic efficacy. Furthermore, the manufacturing and distribution processes are critical considerations for clinical application that should be considered when developing therapeutic platforms. In this review, we evaluate potential avenues towards improving the transition of gene-delivery technologies from in vitro assessment to human clinical therapy.
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Affiliation(s)
- Andrew B Hill
- Abcombi Biosciences Inc, Buffalo, NY, USA; McKetta Department of Chemical Engineering, The University of Texas at Austin, Austin, TX, USA
| | - Mingfu Chen
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, BY, USA
| | - Chih-Kuang Chen
- Department of Fiber and Composite Materials, Feng Chia University, Taichung, Taiwan, ROC
| | - Blaine A Pfeifer
- Abcombi Biosciences Inc, Buffalo, NY, USA; Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, BY, USA.
| | - Charles H Jones
- Abcombi Biosciences Inc, Buffalo, NY, USA; Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, BY, USA.
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Eder A, Vollert I, Hansen A, Eschenhagen T. Human engineered heart tissue as a model system for drug testing. Adv Drug Deliv Rev 2016; 96:214-24. [PMID: 26026976 DOI: 10.1016/j.addr.2015.05.010] [Citation(s) in RCA: 127] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2015] [Revised: 05/11/2015] [Accepted: 05/21/2015] [Indexed: 12/29/2022]
Abstract
Drug development is time- and cost-intensive and, despite extensive efforts, still hampered by the limited value of current preclinical test systems to predict side effects, including proarrhythmic and cardiotoxic effects in clinical practice. Part of the problem may be related to species-dependent differences in cardiomyocyte biology. Therefore, the event of readily available human induced pluripotent stem cell (hiPSC)-derived cardiomyocytes (CM) has raised hopes that this human test bed could improve preclinical safety pharmacology as well as drug discovery approaches. However, hiPSC-CM are immature and exhibit peculiarities in terms of ion channel function, gene expression, structural organization and functional responses to drugs that limit their present usefulness. Current efforts are thus directed towards improving hiPSC-CM maturity and high-content readouts. Culturing hiPSC-CM as 3-dimensional engineered heart tissue (EHT) improves CM maturity and anisotropy and, in a 24-well format using silicone racks, enables automated, multiplexed high content readout of contractile function. This review summarizes the principal technology and focuses on advantages and disadvantages of this technology and its potential for preclinical drug screening.
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33
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Martinez Molina D, Nordlund P. The Cellular Thermal Shift Assay: A Novel Biophysical Assay for In Situ Drug Target Engagement and Mechanistic Biomarker Studies. Annu Rev Pharmacol Toxicol 2016; 56:141-61. [DOI: 10.1146/annurev-pharmtox-010715-103715] [Citation(s) in RCA: 166] [Impact Index Per Article: 18.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Daniel Martinez Molina
- Division of Biophysics, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 171 77 Stockholm, Sweden;
- Pelago Bioscience AB, 171 65 Stockholm, Sweden
| | - Pär Nordlund
- Division of Biophysics, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 171 77 Stockholm, Sweden;
- School of Biological Sciences, Nanyang Technological University, Singapore 138673
- Institute of Cellular and Molecular Biology, Agency for Science, Technology and Research, Singapore 138673
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De S, Meredith L. A unique multiattribute method to predict success of emerging drug targets. Drug Discov Today 2015; 21:385-94. [PMID: 26456731 DOI: 10.1016/j.drudis.2015.09.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2015] [Revised: 09/16/2015] [Accepted: 09/30/2015] [Indexed: 10/22/2022]
Abstract
A crucial driver for increased productivity is the identification of potential drug failures at the earliest stages of development, thereby reducing costly, large-scale clinical trials. Here, we present a multiattribute method that utilizes six key aspects of development: (i) target validation and proof-of-mechanism; (ii) target engagement and proof-of-principle; (iii) proof-of-concept; (iv) therapy characteristics such as degree of disruption; (v) stakeholder opinions; and (vi) benchmarking metrics. Through this method, attributes are weighted according to validated characteristics to predict the success of drug targets across all stages of development. Furthermore, using clinical targets for hepatitis B, we demonstrate that our methodology can be validated retrospectively.
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Affiliation(s)
- Sangeetha De
- R(x)OI(2) Investment Insights, 135 W 20th Street, 4th Floor, New York, NY 10011, USA.
| | - Linda Meredith
- R(x)OI(2) Investment Insights, 135 W 20th Street, 4th Floor, New York, NY 10011, USA
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Protection against oxidative damage in human erythrocytes and preliminary photosafety assessment of Punica granatum seed oil nanoemulsions entrapping polyphenol-rich ethyl acetate fraction. Toxicol In Vitro 2015; 30:421-8. [PMID: 26407526 DOI: 10.1016/j.tiv.2015.09.020] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Revised: 09/18/2015] [Accepted: 09/20/2015] [Indexed: 11/21/2022]
Abstract
The main purpose of the present study is to evaluate the ability of nanoemulsion entrapping pomegranate peel polyphenol-rich ethyl acetate fraction (EAF) prepared from pomegranate seed oil and medium chain triglyceride to protect human erythrocyte membrane from oxidative damage and to assess preliminary in vitro photosafety. In order to evaluate the phototoxic effect of nanoemulsions, human red blood cells (RBCs) are used as a biological model and the rate of haemolysis and photohaemolysis (5 J cm(-2) UVA) is assessed in vitro. The level of protection against oxidative damage caused by the peroxyl radical generator AAPH in human RBCs as well as its effects on bilayer membrane characteristics such as fluidity, protein profile and RBCs morphology are determined. EAF-loaded nanoemulsions do not promote haemolysis or photohaemolysis. Anisotropy measurements show that nanoemulsions significantly retrain the increase in membrane fluidity caused by AAPH. SDS-PAGE analysis reveals that AAPH induced degradation of membrane proteins, but that nanoemulsions reduce the extension of degradation. Scanning electron microscopy examinations corroborate the interaction between AAPH, nanoemulsions and the RBC membrane bilayer. Our work demonstrates that Punica granatum nanoemulsions are photosafe and protect RBCs against oxidative damage and possible disturbance of the lipid bilayer of biomembranes. Moreover it suggests that these nanoemulsions could be promising new topical products to reduce the effects of sunlight on skin.
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Espulgar W, Aoki W, Ikeuchi T, Mita D, Saito M, Lee JK, Tamiya E. Centrifugal microfluidic platform for single-cell level cardiomyocyte-based drug profiling and screening. LAB ON A CHIP 2015. [PMID: 26215661 DOI: 10.1039/c5lc00652j] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Drug screening and profiling is an important phase in drug discovery, development, and marketing. However, some profiling tests are not routinely done because of the needed additional technical skills and costly maintenance, which leads to cases of unexpected side effects or adverse drug reactions (ADRs). This study presents the design and operation of a microfluidic chip for single-cell level drug screening and profiling as an alternative platform for this purpose. Centrifugation was utilized to trap isolated single and groups of primary cultured neonatal rat cardiomyocytes in the same chip. In the off-spin operation of the chip, the cells can be observed under a microscope and movies of the beat motion can be recorded. The beat profiles of the cells were generated by image correlation analysis of the recorded video to study the contractile characteristics (beating rate, beating strength, and inter-beat duration). By utilizing this non-invasive tool, long term continuous monitoring, right after trapping, was made possible and cell growth and dynamics were successfully observed in the chip. Media and liquid replacement does not require further centrifugation but instead utilizes capillary flow only. The effect of carbachol (100 μM) and isoproterenol (4 μg mL(-1)) on single cells and groups of cells was demonstrated and the feature for immunostaining (β-actin) applicability of the chip was revealed. Furthermore, these findings can be helpful for the headway of non-invasive profiling of cardiomyocytes and for future chip design and operation of high-throughput lab-on-a-chip devices.
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Affiliation(s)
- W Espulgar
- Department of Applied Physics, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan.
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Groseclose MR, Laffan SB, Frazier KS, Hughes-Earle A, Castellino S. Imaging MS in Toxicology: An Investigation of Juvenile Rat Nephrotoxicity Associated with Dabrafenib Administration. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2015; 26:887-98. [PMID: 25804893 PMCID: PMC4422858 DOI: 10.1007/s13361-015-1103-4] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Revised: 02/11/2015] [Accepted: 02/11/2015] [Indexed: 05/24/2023]
Abstract
As part of an investigative nephrotoxicity study, kidney tissues from juvenile rats orally administered dabrafenib at different age intervals between postnatal day (PND) 7 to 35 were investigated by MALDI and LDI imaging mass spectrometry (IMS) to determine the chemical composition of tubular deposits. In the youngest age group (PND 7-13), MALDI IMS demonstrated that a dabrafenib carboxylic acid metabolite was diffusely localized to the regions of tubular deposits (medulla and corticomedullary junction); however, no dabrafenib-related material was detected directly from the deposits. Rather, the LDI IMS analysis determined that the deposits were composed primarily of calcium phosphate. Based on these data, the dabrafenib associated nephrotoxicity, including the formation of tubular deposits, was determined to be age dependent. Furthermore, immature renal function was hypothesized to be responsible for the susceptibility of the youngest pups.
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Affiliation(s)
- M. Reid Groseclose
- Drug Metabolism and Pharmacokinetics, GlaxoSmithKline, Research Triangle Park, NC 27709 USA
| | - Susan B. Laffan
- Safety Assessment, GlaxoSmithKline, King of Prussia, PA 19406 USA
| | | | | | - Stephen Castellino
- Drug Metabolism and Pharmacokinetics, GlaxoSmithKline, Research Triangle Park, NC 27709 USA
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Rizzi N, Manni I, Vantaggiato C, Delledonne GA, Gentileschi MP, Maggi A, Piaggio G, Ciana P. In VivoImaging of Cell Proliferation for a Dynamic, Whole Body, Analysis of Undesired Drug Effects. Toxicol Sci 2015; 145:296-306. [DOI: 10.1093/toxsci/kfv056] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Liu R, Yu X, Wallqvist A. Data-driven identification of structural alerts for mitigating the risk of drug-induced human liver injuries. J Cheminform 2015; 7:4. [PMID: 25717346 PMCID: PMC4339691 DOI: 10.1186/s13321-015-0053-y] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2014] [Accepted: 01/27/2015] [Indexed: 12/12/2022] Open
Abstract
Background The use of structural alerts to de-prioritize compounds with undesirable features as drug candidates has been gaining in popularity. Hundreds of molecular structural moieties have been proposed as structural alerts. An emerging issue is that strict application of these alerts will result in a significant reduction of the chemistry space for new drug discovery, as more than half of the oral drugs on the market match at least one of the alerts. To mitigate this issue, we propose to apply a rigorous statistical analysis to derive/validate structural alerts before use. Method To derive human liver toxicity structural alerts, we retrieved all small-molecule entries from LiverTox, a U.S. National Institutes of Health online resource for information on human liver injuries induced by prescription and over-the-counter drugs and dietary supplements. We classified the compounds into hepatotoxic, nonhepatotoxic, and possible hepatotoxic classes, and performed detailed statistical analyses to identify molecular structural fragments highly enriched in the hepatotoxic class beyond random distribution as structural alerts for human liver injuries. Results We identified 12 molecular fragments present in multiple marketed drugs that one can consider as common “drug-like” fragments, yet they are strongly associated with drug-induced human liver injuries. Thus, these fragments may be considered as robust hepatotoxicity structural alerts suitable for use in drug discovery screening programs. Conclusions The use of structural alerts has contributed to the identification of many compounds with potential toxicity issues in modern drug discovery. However, with a large number of structural alerts published to date without proper validation, application of these alerts may restrict the chemistry space and prevent discovery of valuable drugs. To mitigate this issue, we showed how to use statistical analyses to develop a small, robust, and broadly applicable set of structural alerts. Hepatotoxic-specific filters for flagging high risk compounds. ![]()
Electronic supplementary material The online version of this article (doi:10.1186/s13321-015-0053-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ruifeng Liu
- Department of Defense Biotechnology High Performance Computing Software Applications Institute, Telemedicine and Advanced Technology Research Center, U.S. Army Medical Research and Materiel Command, 2405 Whittier Drive, Frederick, MD 21702 USA
| | - Xueping Yu
- Department of Defense Biotechnology High Performance Computing Software Applications Institute, Telemedicine and Advanced Technology Research Center, U.S. Army Medical Research and Materiel Command, 2405 Whittier Drive, Frederick, MD 21702 USA
| | - Anders Wallqvist
- Department of Defense Biotechnology High Performance Computing Software Applications Institute, Telemedicine and Advanced Technology Research Center, U.S. Army Medical Research and Materiel Command, 2405 Whittier Drive, Frederick, MD 21702 USA
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Ikeuchi T, Espulgar W, Shimizu E, Saito M, Lee JK, Dou X, Yamaguchi Y, Tamiya E. Optical microscopy imaging for the diagnosis of the pharmacological reaction of mouse embryonic stem cell-derived cardiomyocytes (mESC-CMs). Analyst 2015; 140:6500-7. [DOI: 10.1039/c5an01144b] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Quantitative diagnosis of pharmacological chronotropic reactions on mouse embryonic stem cell-derived cardiomyocytes (mESC-CMs) was successfully performed by utilizing derivative imaging analysis on recorded videos.
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Affiliation(s)
- Tomohiko Ikeuchi
- Department of Applied Physics
- Graduate School of Engineering
- Osaka University
- Suita
- Japan
| | - Wilfred Espulgar
- Department of Applied Physics
- Graduate School of Engineering
- Osaka University
- Suita
- Japan
| | - Eiichi Shimizu
- Department of Applied Physics
- Graduate School of Engineering
- Osaka University
- Suita
- Japan
| | - Masato Saito
- Department of Applied Physics
- Graduate School of Engineering
- Osaka University
- Suita
- Japan
| | - Jong-Kook Lee
- Department of Cardiovascular Regenerative Medicine
- Osaka University
- Suita
- Japan
| | - Xiaoming Dou
- Photonics and Bio-medical Research Institute
- Department of Physics
- Faculty of Science
- East China University of Science and Technology (ECUST)
- Shanghai
| | - Yoshinori Yamaguchi
- Department of Applied Physics
- Graduate School of Engineering
- Osaka University
- Suita
- Japan
| | - Eiichi Tamiya
- Department of Applied Physics
- Graduate School of Engineering
- Osaka University
- Suita
- Japan
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Structure-guided design and development of novel benzimidazole class of compounds targeting DNA gyraseB enzyme of Staphylococcus aureus. Bioorg Med Chem 2014; 22:5970-87. [DOI: 10.1016/j.bmc.2014.09.008] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Revised: 09/03/2014] [Accepted: 09/05/2014] [Indexed: 02/08/2023]
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Wilmes A, Bielow C, Ranninger C, Bellwon P, Aschauer L, Limonciel A, Chassaigne H, Kristl T, Aiche S, Huber CG, Guillou C, Hewitt P, Leonard MO, Dekant W, Bois F, Jennings P. Mechanism of cisplatin proximal tubule toxicity revealed by integrating transcriptomics, proteomics, metabolomics and biokinetics. Toxicol In Vitro 2014; 30:117-27. [PMID: 25450742 DOI: 10.1016/j.tiv.2014.10.006] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Revised: 09/18/2014] [Accepted: 10/02/2014] [Indexed: 11/19/2022]
Abstract
Cisplatin is one of the most widely used chemotherapeutic agents for the treatment of solid tumours. The major dose-limiting factor is nephrotoxicity, in particular in the proximal tubule. Here, we use an integrated omics approach, including transcriptomics, proteomics and metabolomics coupled to biokinetics to identify cell stress response pathways induced by cisplatin. The human renal proximal tubular cell line RPTEC/TERT1 was treated with sub-cytotoxic concentrations of cisplatin (0.5 and 2 μM) in a daily repeat dose treating regime for up to 14 days. Biokinetic analysis showed that cisplatin was taken up from the basolateral compartment, transported to the apical compartment, and accumulated in cells over time. This is in line with basolateral uptake of cisplatin via organic cation transporter 2 and bioactivation via gamma-glutamyl transpeptidase located on the apical side of proximal tubular cells. Cisplatin affected several pathways including, p53 signalling, Nrf2 mediated oxidative stress response, mitochondrial processes, mTOR and AMPK signalling. In addition, we identified novel pathways changed by cisplatin, including eIF2 signalling, actin nucleation via the ARP/WASP complex and regulation of cell polarization. In conclusion, using an integrated omic approach together with biokinetics we have identified both novel and established mechanisms of cisplatin toxicity.
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Affiliation(s)
- Anja Wilmes
- Division of Physiology, Department of Physiology and Medical Physics, Medical University of Innsbruck, Innsbruck 6020, Austria.
| | - Chris Bielow
- Institute of Computer Science, Department of Mathematics and Computer Science, Freie Universität Berlin, Berlin 14195, Germany
| | - Christina Ranninger
- Department of Molecular Biology, Division of Chemistry and Bioanalytics, University of Salzburg, Salzburg 5020, Austria
| | - Patricia Bellwon
- Department of Toxicology, University of Würzburg, Würzburg 97078, Germany
| | - Lydia Aschauer
- Division of Physiology, Department of Physiology and Medical Physics, Medical University of Innsbruck, Innsbruck 6020, Austria
| | - Alice Limonciel
- Division of Physiology, Department of Physiology and Medical Physics, Medical University of Innsbruck, Innsbruck 6020, Austria
| | - Hubert Chassaigne
- European Commission, Joint Research Centre (JRC), Institute for Health and Consumer Protection, Chemical Assessment and Testing Unit, Via Enrico Fermi 2749, I-21027 Ispra, Italy
| | - Theresa Kristl
- Department of Molecular Biology, Division of Chemistry and Bioanalytics, University of Salzburg, Salzburg 5020, Austria
| | - Stephan Aiche
- Institute of Computer Science, Department of Mathematics and Computer Science, Freie Universität Berlin, Berlin 14195, Germany
| | - Christian G Huber
- Department of Toxicology, University of Würzburg, Würzburg 97078, Germany
| | - Claude Guillou
- European Commission, Joint Research Centre (JRC), Institute for Health and Consumer Protection, Chemical Assessment and Testing Unit, Via Enrico Fermi 2749, I-21027 Ispra, Italy
| | - Philipp Hewitt
- Merck KGaA, Merck Serono, Nonclinical Safety, Darmstadt 64293, Germany
| | - Martin O Leonard
- Centre for Radiation, Chemical and Environmental Hazard, Public Health England, Chilton, Didcot OX11 0RQ, UK
| | - Wolfgang Dekant
- Department of Toxicology, University of Würzburg, Würzburg 97078, Germany
| | - Frederic Bois
- Université de Technologie de Compiègne, Compiègne Cedex 60205, France
| | - Paul Jennings
- Division of Physiology, Department of Physiology and Medical Physics, Medical University of Innsbruck, Innsbruck 6020, Austria
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