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FältnamnIndikatorerMetadata
00016670naa a2201369 4500
001oai:DiVA.org:ltu-96339
003SwePub
008230406s2023 | |||||||||||000 ||eng|
024a https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-963392 URI
024a https://doi.org/10.1038/s41467-023-36862-w2 DOI
040 a (SwePub)ltu
041 a engb eng
042 9 SwePub
072 7a ref2 swepub-contenttype
072 7a art2 swepub-publicationtype
100a Dai, Qileu Department of Biostatistics and Bioinformatics, Emory University School of Public Health, Atlanta, GA, 30322, USA; Center for Computational and Quantitative Genetics, Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, 30322, USA4 aut
2451 0a OTTERS: a powerful TWAS framework leveraging summary-level reference data
264 1b Springer Nature,c 2023
338 a electronic2 rdacarrier
500 a Godkänd;2023;Nivå 0;2023-04-06 (hanlid);Funder: for more funders see the article https://doi.org/10.1038/s41467-023-36862-w
520 a Most existing TWAS tools require individual-level eQTL reference data and thus are not applicable to summary-level reference eQTL datasets. The development of TWAS methods that can harness summary-level reference data is valuable to enable TWAS in broader settings and enhance power due to increased reference sample size. Thus, we develop a TWAS framework called OTTERS (Omnibus Transcriptome Test using Expression Reference Summary data) that adapts multiple polygenic risk score (PRS) methods to estimate eQTL weights from summary-level eQTL reference data and conducts an omnibus TWAS. We show that OTTERS is a practical and powerful TWAS tool by both simulations and application studies.
650 7a MEDICIN OCH HÄLSOVETENSKAPx Medicinska och farmaceutiska grundvetenskaperx Medicinsk genetik0 (SwePub)301072 hsv//swe
650 7a MEDICAL AND HEALTH SCIENCESx Basic Medicinex Medical Genetics0 (SwePub)301072 hsv//eng
653 a Medical Engineering
653 a Medicinsk teknik
700a Zhou, Geyuu Program of Computational Biology and Bioinformatics, Yale University, New Haven, CT, 06511, USA4 aut
700a Zhao, Hongyuu Program of Computational Biology and Bioinformatics, Yale University, New Haven, CT, 06511, USA; Department of Biostatistics, Yale School of Public Health, New Haven, CT, 06520, USA4 aut
700a Võsa, Urmou Estonian Genome Centre, Institute of Genomics, University of Tartu, 50090, Tartu, Estonia4 aut
700a Franke, Ludeu Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB, Groningen, The Netherlands; Oncode Institute, 3521 AL, Utrecht, The Netherlands4 aut
700a Battle, Alexisu Department of Computer Science, and Departments of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA4 aut
700a Teumer, Alexanderu Institute for Community Medicine, University Medicine Greifswald, 17489, Greifswald, Germany4 aut
700a Lehtimäki, Terhou Department of Clinical Chemistry, Fimlab Laboratories and Finnish Centre for Cardiovascular Disease Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, 33520, Finland4 aut
700a Raitakari, Olli T.u Centre for Population Health Research, University of Turku and Turku University Hospital, 20520, Turku, Finland; Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, 20520, Turku, Finland; Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, 20521, Turku, Finland4 aut
700a Esko, Tõnuu Estonian Genome Centre, Institute of Genomics, University of Tartu, 50090, Tartu, Estonia4 aut
700a Agbessi, Mawusséu Computational Biology, Ontario Institute for Cancer Research, Toronto, ON, Canada4 aut
700a Ahsan, Habibulu Department of Public Health Sciences, University of Chicago, Chicago, IL, USA4 aut
700a Alves, Isabelu Computational Biology, Ontario Institute for Cancer Research, Toronto, ON, Canada4 aut
700a Andiappan, Anand Kumaru Singapore Immunology Network, Agency for Science Technology and Research, Singapore, Singapore4 aut
700a Arindrarto, Wibowou Leiden University Medical Center, Leiden, The Netherlands4 aut
700a Awadalla, Philipu Computational Biology, Ontario Institute for Cancer Research, Toronto, ON, Canada4 aut
700a Battle, Alexisu Institute for Community Medicine, University Medicine Greifswald, 17489, Greifswald, Germany4 aut
700a Beutner, Franku Heart Center Leipzig, Universität Leipzig, Leipzig, Germany4 aut
700a Jan Bonder, Marcu Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB, Groningen, The Netherlands; European Molecular Biology Laboratory, Genome Biology Unit, 69117, Heidelberg, Germany4 aut
700a Boomsma, Dorret I.u Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands4 aut
700a Christiansen, Mark W.u Cardiovascular Health Research Unit, University of Washington, Seattle, WA, USA4 aut
700a Claringbould, Anniqueu Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB, Groningen, The Netherlands; Oncode Institute, 3521 AL, Utrecht, The Netherlands4 aut
700a Deelen, Patricku Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB, Groningen, The Netherlands; Oncode Institute, 3521 AL, Utrecht, The Netherlands; Genomics Coordination Center, University Medical Centre Groningen, Groningen, The Netherlands; Department of Genetics, University Medical Centre Utrecht, P.O. Box 85500, 3508 GA, Utrecht, The Netherlands4 aut
700a Favé, Marie-Julieu Computational Biology, Ontario Institute for Cancer Research, Toronto, ON, Canada4 aut
700a Frayling, Timothyu Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, UK4 aut
700a Gharib, Sina A.u Cardiovascular Health Research Unit, University of Washington, Seattle, WA, USA; Department of Medicine, University of Washington, Seattle, WA, USA4 aut
700a Gibson, Gregu School of Biological Sciences, Georgia Tech, Atlanta, GA, USA4 aut
700a Heijmans, Bastiaan T.u Leiden University Medical Center, Leiden, The Netherlands4 aut
700a Hemani, Gibranu MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK4 aut
700a Jansen, Ricku Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands4 aut
700a Kähönen, Mikau Department of Clinical Physiology, Tampere University Hospital and Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland4 aut
700a Kalnapenkis, Anetteu Estonian Genome Centre, Institute of Genomics, University of Tartu, 50090, Tartu, Estonia4 aut
700a Kasela, Silvau Estonian Genome Centre, Institute of Genomics, University of Tartu, 50090, Tartu, Estonia4 aut
700a Kettunen, Johannesu University of Helsinki, Helsinki, Finland4 aut
700a Kim, Yungilu Department of Computer Science, and Departments of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA; Genetics and Genomic Science Department, Icahn School of Medicine at Mount Sinai, New York, NY, USA4 aut
700a Kirsten, Holgeru Institut für Medizinische InformatiK, Statistik und Epidemiologie, LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany4 aut
700a Kovacs, Peteru IFB Adiposity Diseases, Universität Leipzig, Leipzig, Germany4 aut
700a Krohn, Knutu Interdisciplinary Center for Clinical Research, Faculty of Medicine, Universität Leipzig, Leipzig, Germany4 aut
700a Kronberg, Jaanikau Estonian Genome Centre, Institute of Genomics, University of Tartu, 50090, Tartu, Estonia4 aut
700a Kukushkina, Viktorijau Estonian Genome Centre, Institute of Genomics, University of Tartu, 50090, Tartu, Estonia4 aut
700a Kutalik, Zoltanu Lausanne University Hospital, Lausanne, Switzerland4 aut
700a Lee, Bernettu Singapore Immunology Network, Agency for Science Technology and Research, Singapore, Singapore4 aut
700a Loeffler, Markusu Institut für Medizinische InformatiK, Statistik und Epidemiologie, LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany4 aut
700a Marigorta, Urko M.u School of Biological Sciences, Georgia Tech, Atlanta, GA, USA; Integrative Genomics Lab, CIC bioGUNE, Bizkaia Science and Technology Park, Derio, Bizkaia, Basque Country, Spain; IKERBASQUE, Basque Foundation for Science, Bilbao, Spain4 aut
700a Mei, Hailangu Department of Medical Statistics and Bioinformatics, Leiden University Medical Center, Leiden, The Netherlands4 aut
700a Milani, Liliu Estonian Genome Centre, Institute of Genomics, University of Tartu, 50090, Tartu, Estonia4 aut
700a Montgomery, Grant W.u Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD, Australia4 aut
700a Müller-Nurasyid, Martinau Institute of Genetic Epidemiology, Helmholtz Zentrum München – German Research Center for Environmental Health, Neuherberg, Germany; Department of Medicine I, University Hospital Munich, Ludwig Maximilian’s University, München, Germany; DZHK (German Centre for Cardiovascular Research), partner site Munich Heart Alliance, Munich, Germany4 aut
700a Nauck, Matthiasu Institute of Clinical Chemistry and Laboratory Medicine, Greifswald University Hospital, Greifswald, Germany; German Center for Cardiovascular Research (partner site Greifswald), Greifswald, Germany4 aut
700a Nivard, Michel G.u Department of Biological Psychology, Faculty of Behaviour and Movement Sciences, VU, Amsterdam, The Netherlands4 aut
700a Penninx, Brendau Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands4 aut
700a Perola, Markusu National Institute for Health and Welfare, University of Helsinki, Helsinki, Finland4 aut
700a Pervjakova, Nataliau Estonian Genome Centre, Institute of Genomics, University of Tartu, 50090, Tartu, Estonia4 aut
700a Pierce, Brandon L.u Department of Public Health Sciences, University of Chicago, Chicago, IL, USA4 aut
700a Powell, Josephu Garvan Institute of Medical Research, Garvan-Weizmann Centre for Cellular Genomics, Sydney, NSW, Australia4 aut
700a Prokisch, Holgeru Institute of Neurogenomics, Helmholtz Zentrum München, Neuherberg, Germany; Institute of Human Genetics, Technical University Munich, Munich, Germany4 aut
700a Psaty, Bruce M.u Cardiovascular Health Research Unit, University of Washington, Seattle, WA, USA; Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA4 aut
700a Ripatti, Samuliu Statistical and Translational Genetics, University of Helsinki, Helsinki, Finland4 aut
700a Rotzschke, Olafu Singapore Immunology Network, Agency for Science Technology and Research, Singapore, Singapore4 aut
700a Rüeger, Sinau Lausanne University Hospital, Lausanne, Switzerland4 aut
700a Saha, Ashisu Department of Computer Science, and Departments of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA4 aut
700a Scholz, Markusu Institut für Medizinische InformatiK, Statistik und Epidemiologie, LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany4 aut
700a Schramm, Katharinau Institute of Genetic Epidemiology, Helmholtz Zentrum München – German Research Center for Environmental Health, Neuherberg, Germany; Department of Medicine I, University Hospital Munich, Ludwig Maximilian’s University, München, Germany4 aut
700a Seppälä, Ilkkau Department of Clinical Chemistry, Fimlab Laboratories and Finnish Centre for Cardiovascular Disease Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, 33520, Finland4 aut
700a Slagboom, Eline P.u Leiden University Medical Center, Leiden, The Netherlands4 aut
700a Stehouwer, Coen D. A.u Department of Internal Medicine and School for Cardiovascular Diseases (CARIM), Maastricht University Medical Center, Maastricht, The Netherlands4 aut
700a Stumvoll, Michaelu Department of Medicine, Universität Leipzig, Leipzig, Germany4 aut
700a Sullivan, Patricku Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden4 aut
700a ‘t Hoen, Peter A. C.u Center for Molecular and Biomolecular Informatics, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands4 aut
700a Thiery, Joachimu Institute for Laboratory Medicine, LIFE – Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany4 aut
700a Tong, Linu Department of Public Health Sciences, University of Chicago, Chicago, IL, USA4 aut
700a Tönjes, Ankeu German Center for Cardiovascular Research (partner site Greifswald), Greifswald, Germany4 aut
700a van Dongen, Jennyu Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands4 aut
700a van Iterson, Maartenu Leiden University Medical Center, Leiden, The Netherlands4 aut
700a van Meurs, Joyceu Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands4 aut
700a Veldink, Jan H.u UMC Utrecht Brain Center, University Medical Center Utrecht, Department of Neurology, Utrecht University, Utrecht, The Netherlands4 aut
700a Verlouw, Joostu Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands4 aut
700a Visscher, Peter M.u Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD, Australia4 aut
700a Völker, Uweu Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald, Germany4 aut
700a Westra, Harm-Janu Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB, Groningen, The Netherlands; Oncode Institute, 3521 AL, Utrecht, The Netherlands4 aut
700a Wijmenga, Ciscau Department of Genetics, University of Groningen, University Medical Center Groningen, 9700 RB, Groningen, The Netherlands4 aut
700a Yaghootkar, Haniehu Luleå tekniska universitet,Medicinsk vetenskap,Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, UK; School of Life Sciences, College of Liberal Arts and Science, University of Westminster, 115 New Cavendish Street, London, UK4 aut0 (Swepub:ltu)hanyag
700a Yang, Jianu Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD, Australia; School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China4 aut
700a Zeng, Biaou School of Biological Sciences, Georgia Tech, Atlanta, GA, USA4 aut
700a Zhang, Futaou Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD, Australia4 aut
700a Epstein, Michael P.u Center for Computational and Quantitative Genetics, Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, 30322, USA4 aut
700a Yang, Jingjingu Center for Computational and Quantitative Genetics, Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, 30322, USA4 aut
710a Department of Biostatistics and Bioinformatics, Emory University School of Public Health, Atlanta, GA, 30322, USA; Center for Computational and Quantitative Genetics, Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, 30322, USAb Program of Computational Biology and Bioinformatics, Yale University, New Haven, CT, 06511, USA4 org
773t Nature Communicationsd : Springer Natureg 14:1q 14:1x 2041-1723
856u https://doi.org/10.1038/s41467-023-36862-wy Fulltext
856u https://ltu.diva-portal.org/smash/get/diva2:1749339/FULLTEXT01.pdfx primaryx Raw objecty fulltext:print
8564 8u https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-96339
8564 8u https://doi.org/10.1038/s41467-023-36862-w

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Dai, Qile
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