Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information

Bibliographic Details
Main Author: Maihofer, Adam X.
Publication Date: 2021
Other Authors: Choi, Karmel W., Coleman, Jonathan R.I., Daskalakis, Nikolaos P., Denckla, Christy A., Ketema, Elizabeth, Morey, Rajendra A., Polimanti, Renato, Ratanatharathorn, Andrew, Torres, Katy, Wingo, Aliza P., Zai, Clement C., Aiello, Allison E., Almli, Lynn M., Amstadter, Ananda B., Andersen, Soren B., Andreassen, Ole A., Arbisi, Paul A., Ashley-Koch, Allison E., Austin, S. Bryn, Avdibegović, Esmina, Borglum, Anders D., Babić, Dragan, Bækvad-Hansen, Marie, Baker, Dewleen G., Beckham, Jean C., Bierut, Laura J., Bisson, Jonathan I., Boks, Marco P., Bolger, Elizabeth A., Bradley, Bekh, Brashear, Meghan, Breen, Gerome, Bryant, Richard A., Bustamante, Angela C., Bybjerg-Grauholm, Jonas, Calabrese, Joseph R., Caldas-de-Almeida, José M., Chen, Chia Yen, Dale, Anders M., Dalvie, Shareefa, Deckert, Jürgen, Delahanty, Douglas L., Dennis, Michelle F., Disner, Seth G., Domschke, Katharina, Duncan, Laramie E., Džubur Kulenović, Alma, Erbes, Christopher R., Evans, Alexandra, Farrer, Lindsay A., Feeny, Norah C., Flory, Janine D., Forbes, David, Franz, Carol E., Galea, Sandro, Garrett, Melanie E., Gautam, Aarti, Gelaye, Bizu, Gelernter, Joel, Geuze, Elbert, Gillespie, Charles F., Goçi, Aferdita, Gordon, Scott D., Guffanti, Guia, Hammamieh, Rasha, Hauser, Michael A., Heath, Andrew C., Hemmings, Sian M.J., Hougaard, David Michael, Jakovljević, Miro, Jett, Marti, Johnson, Eric Otto, Jones, Ian, Jovanovic, Tanja, Qin, Xue Jun, Karstoft, Karen Inge, Kaufman, Milissa L., Kessler, Ronald C., Khan, Alaptagin, Kimbrel, Nathan A., King, Anthony P., Koen, Nastassja, Kranzler, Henry R., Kremen, William S., Lawford, Bruce R., Lebois, Lauren A.M., Lewis, Catrin, Liberzon, Israel, Linnstaedt, Sarah D., Logue, Mark W., Lori, Adriana, Lugonja, Božo, Luykx, Jurjen J., Lyons, Michael J., Maples-Keller, Jessica L., Marmar, Charles, Martin, Nicholas G., Maurer, Douglas, Mavissakalian, Matig R., McFarlane, Alexander, McGlinchey, Regina E., McLaughlin, Katie A., McLean, Samuel A., Mehta, Divya, Mellor, Rebecca, Michopoulos, Vasiliki, Milberg, William, Miller, Mark W., Morris, Charles Phillip, Mors, Ole, Mortensen, Preben B., Nelson, Elliot C., Nordentoft, Merete, Norman, Sonya B., O'Donnell, Meaghan, Orcutt, Holly K., Panizzon, Matthew S., Peters, Edward S., Peterson, Alan L., Peverill, Matthew, Pietrzak, Robert H., Polusny, Melissa A., Rice, John P., Risbrough, Victoria B., Roberts, Andrea L., Rothbaum, Alex O., Rothbaum, Barbara O., Roy-Byrne, Peter, Ruggiero, Kenneth J., Rung, Ariane, Rutten, Bart P.F., Saccone, Nancy L., Sanchez, Sixto E., Schijven, Dick, Seedat, Soraya, Seligowski, Antonia V., Seng, Julia S., Sheerin, Christina M., Silove, Derrick, Smith, Alicia K., Smoller, Jordan W., Sponheim, Scott R., Stein, Dan J., Stevens, Jennifer S., Teicher, Martin H., Thompson, Wesley K., Trapido, Edward, Uddin, Monica, Ursano, Robert J., van den Heuvel, Leigh Luella, Van Hooff, Miranda, Vermetten, Eric, Vinkers, Christiaan, Voisey, Joanne, Wang, Yunpeng, Wang, Zhewu, Werge, Thomas, Williams, Michelle A., Williamson, Douglas E., Winternitz, Sherry, Wolf, Christiane, Wolf, Erika J., Yehuda, Rachel, Young, Keith A., Young, Ross Mc D., Zhao, Hongyu, Zoellner, Lori A., Haas, Magali, Lasseter, Heather, Provost, Allison C., Salem, Rany M., Sebat, Jonathan, Shaffer, Richard A., Wu, Tianying, Ripke, Stephan, Daly, Mark J., Ressler, Kerry J., Koenen, Karestan C., Stein, Murray B., Nievergelt, Caroline M.
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10362/129670
Summary: Funding Information: This work was supported by the National Institute of Mental Health / U.S. Army Medical Research and Development Command (Grant No. R01MH106595 [to CMN, IL, MBS, KJRe, and KCK], National Institutes of Health (Grant No. 5U01MH109539 to the Psychiatric Genomics Consortium ), and Brain & Behavior Research Foundation (Young Investigator Grant [to KWC]). Genotyping of samples was provided in part through the Stanley Center for Psychiatric Genetics at the Broad Institute supported by Cohen Veterans Bioscience . Statistical analyses were carried out on the LISA/Genetic Cluster Computer ( https://userinfo.surfsara.nl/systems/lisa ) hosted by SURFsara. This research has been conducted using the UK Biobank resource (Application No. 41209). This work would have not been possible without the financial support provided by Cohen Veterans Bioscience, the Stanley Center for Psychiatric Genetics at the Broad Institute, and One Mind. Funding Information: MBS has in the past 3 years received consulting income from Actelion, Acadia Pharmaceuticals, Aptinyx, Bionomics, BioXcel Therapeutics, Clexio, EmpowerPharm, GW Pharmaceuticals, Janssen, Jazz Pharmaceuticals, and Roche/Genentech and has stock options in Oxeia Biopharmaceuticals and Epivario. In the past 3 years, NPD has held a part-time paid position at Cohen Veterans Bioscience, has been a consultant for Sunovion Pharmaceuticals, and is on the scientific advisory board for Sentio Solutions for unrelated work. In the past 3 years, KJRe has been a consultant for Datastat, Inc., RallyPoint Networks, Inc., Sage Pharmaceuticals, and Takeda. JLM-K has received funding and a speaking fee from COMPASS Pathways. MU has been a consultant for System Analytic. HRK is a member of the Dicerna scientific advisory board and a member of the American Society of Clinical Psychopharmacology Alcohol Clinical Trials Initiative, which during the past 3 years was supported by Alkermes, Amygdala Neurosciences, Arbor Pharmaceuticals, Dicerna, Ethypharm, Indivior, Lundbeck, Mitsubishi, and Otsuka. HRK and JG are named as inventors on Patent Cooperative Treaty patent application number 15/878,640, entitled “Genotype-guided dosing of opioid agonists,” filed January 24, 2018. RP and JG are paid for their editorial work on the journal Complex Psychiatry. OAA is a consultant to HealthLytix. All other authors report no biomedical financial interests or potential conflicts of interest. Funding Information: This work was supported by the National Institute of Mental Health/ U.S. Army Medical Research and Development Command (Grant No. R01MH106595 [to CMN, IL, MBS, KJRe, and KCK], National Institutes of Health (Grant No. 5U01MH109539 to the Psychiatric Genomics Consortium), and Brain & Behavior Research Foundation (Young Investigator Grant [to KWC]). Genotyping of samples was provided in part through the Stanley Center for Psychiatric Genetics at the Broad Institute supported by Cohen Veterans Bioscience. Statistical analyses were carried out on the LISA/Genetic Cluster Computer (https://userinfo.surfsara.nl/systems/lisa) hosted by SURFsara. This research has been conducted using the UK Biobank resource (Application No. 41209). This work would have not been possible without the financial support provided by Cohen Veterans Bioscience, the Stanley Center for Psychiatric Genetics at the Broad Institute, and One Mind. This material has been reviewed by the Walter Reed Army Institute of Research. There is no objection to its presentation and/or publication. The opinions or assertions contained herein are the private views of the authors and are not to be construed as official or as reflecting true views of the U.S. Department of the Army or the Department of Defense. We thank the investigators who comprise the PGC-PTSD working group and especially the more than 206,000 research participants worldwide who shared their life experiences and biological samples with PGC-PTSD investigators. We thank Mark Zervas for his critical input. Full acknowledgments are in Supplement 1. MBS has in the past 3 years received consulting income from Actelion, Acadia Pharmaceuticals, Aptinyx, Bionomics, BioXcel Therapeutics, Clexio, EmpowerPharm, GW Pharmaceuticals, Janssen, Jazz Pharmaceuticals, and Roche/Genentech and has stock options in Oxeia Biopharmaceuticals and Epivario. In the past 3 years, NPD has held a part-time paid position at Cohen Veterans Bioscience, has been a consultant for Sunovion Pharmaceuticals, and is on the scientific advisory board for Sentio Solutions for unrelated work. In the past 3 years, KJRe has been a consultant for Datastat, Inc. RallyPoint Networks, Inc. Sage Pharmaceuticals, and Takeda. JLM-K has received funding and a speaking fee from COMPASS Pathways. MU has been a consultant for System Analytic. HRK is a member of the Dicerna scientific advisory board and a member of the American Society of Clinical Psychopharmacology Alcohol Clinical Trials Initiative, which during the past 3 years was supported by Alkermes, Amygdala Neurosciences, Arbor Pharmaceuticals, Dicerna, Ethypharm, Indivior, Lundbeck, Mitsubishi, and Otsuka. HRK and JG are named as inventors on Patent Cooperative Treaty patent application number 15/878,640, entitled ?Genotype-guided dosing of opioid agonists,? filed January 24, 2018. RP and JG are paid for their editorial work on the journal Complex Psychiatry. OAA is a consultant to HealthLytix. All other authors report no biomedical financial interests or potential conflicts of interest. Publisher Copyright: © 2021 Society of Biological Psychiatry
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spelling Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure InformationGeneticsGWASHeritabilityPheWASPTSDTraumaBiological PsychiatryFunding Information: This work was supported by the National Institute of Mental Health / U.S. Army Medical Research and Development Command (Grant No. R01MH106595 [to CMN, IL, MBS, KJRe, and KCK], National Institutes of Health (Grant No. 5U01MH109539 to the Psychiatric Genomics Consortium ), and Brain & Behavior Research Foundation (Young Investigator Grant [to KWC]). Genotyping of samples was provided in part through the Stanley Center for Psychiatric Genetics at the Broad Institute supported by Cohen Veterans Bioscience . Statistical analyses were carried out on the LISA/Genetic Cluster Computer ( https://userinfo.surfsara.nl/systems/lisa ) hosted by SURFsara. This research has been conducted using the UK Biobank resource (Application No. 41209). This work would have not been possible without the financial support provided by Cohen Veterans Bioscience, the Stanley Center for Psychiatric Genetics at the Broad Institute, and One Mind. Funding Information: MBS has in the past 3 years received consulting income from Actelion, Acadia Pharmaceuticals, Aptinyx, Bionomics, BioXcel Therapeutics, Clexio, EmpowerPharm, GW Pharmaceuticals, Janssen, Jazz Pharmaceuticals, and Roche/Genentech and has stock options in Oxeia Biopharmaceuticals and Epivario. In the past 3 years, NPD has held a part-time paid position at Cohen Veterans Bioscience, has been a consultant for Sunovion Pharmaceuticals, and is on the scientific advisory board for Sentio Solutions for unrelated work. In the past 3 years, KJRe has been a consultant for Datastat, Inc., RallyPoint Networks, Inc., Sage Pharmaceuticals, and Takeda. JLM-K has received funding and a speaking fee from COMPASS Pathways. MU has been a consultant for System Analytic. HRK is a member of the Dicerna scientific advisory board and a member of the American Society of Clinical Psychopharmacology Alcohol Clinical Trials Initiative, which during the past 3 years was supported by Alkermes, Amygdala Neurosciences, Arbor Pharmaceuticals, Dicerna, Ethypharm, Indivior, Lundbeck, Mitsubishi, and Otsuka. HRK and JG are named as inventors on Patent Cooperative Treaty patent application number 15/878,640, entitled “Genotype-guided dosing of opioid agonists,” filed January 24, 2018. RP and JG are paid for their editorial work on the journal Complex Psychiatry. OAA is a consultant to HealthLytix. All other authors report no biomedical financial interests or potential conflicts of interest. Funding Information: This work was supported by the National Institute of Mental Health/ U.S. Army Medical Research and Development Command (Grant No. R01MH106595 [to CMN, IL, MBS, KJRe, and KCK], National Institutes of Health (Grant No. 5U01MH109539 to the Psychiatric Genomics Consortium), and Brain & Behavior Research Foundation (Young Investigator Grant [to KWC]). Genotyping of samples was provided in part through the Stanley Center for Psychiatric Genetics at the Broad Institute supported by Cohen Veterans Bioscience. Statistical analyses were carried out on the LISA/Genetic Cluster Computer (https://userinfo.surfsara.nl/systems/lisa) hosted by SURFsara. This research has been conducted using the UK Biobank resource (Application No. 41209). This work would have not been possible without the financial support provided by Cohen Veterans Bioscience, the Stanley Center for Psychiatric Genetics at the Broad Institute, and One Mind. This material has been reviewed by the Walter Reed Army Institute of Research. There is no objection to its presentation and/or publication. The opinions or assertions contained herein are the private views of the authors and are not to be construed as official or as reflecting true views of the U.S. Department of the Army or the Department of Defense. We thank the investigators who comprise the PGC-PTSD working group and especially the more than 206,000 research participants worldwide who shared their life experiences and biological samples with PGC-PTSD investigators. We thank Mark Zervas for his critical input. Full acknowledgments are in Supplement 1. MBS has in the past 3 years received consulting income from Actelion, Acadia Pharmaceuticals, Aptinyx, Bionomics, BioXcel Therapeutics, Clexio, EmpowerPharm, GW Pharmaceuticals, Janssen, Jazz Pharmaceuticals, and Roche/Genentech and has stock options in Oxeia Biopharmaceuticals and Epivario. In the past 3 years, NPD has held a part-time paid position at Cohen Veterans Bioscience, has been a consultant for Sunovion Pharmaceuticals, and is on the scientific advisory board for Sentio Solutions for unrelated work. In the past 3 years, KJRe has been a consultant for Datastat, Inc. RallyPoint Networks, Inc. Sage Pharmaceuticals, and Takeda. JLM-K has received funding and a speaking fee from COMPASS Pathways. MU has been a consultant for System Analytic. HRK is a member of the Dicerna scientific advisory board and a member of the American Society of Clinical Psychopharmacology Alcohol Clinical Trials Initiative, which during the past 3 years was supported by Alkermes, Amygdala Neurosciences, Arbor Pharmaceuticals, Dicerna, Ethypharm, Indivior, Lundbeck, Mitsubishi, and Otsuka. HRK and JG are named as inventors on Patent Cooperative Treaty patent application number 15/878,640, entitled ?Genotype-guided dosing of opioid agonists,? filed January 24, 2018. RP and JG are paid for their editorial work on the journal Complex Psychiatry. OAA is a consultant to HealthLytix. All other authors report no biomedical financial interests or potential conflicts of interest. Publisher Copyright: © 2021 Society of Biological PsychiatryBackground: Posttraumatic stress disorder (PTSD) is heritable and a potential consequence of exposure to traumatic stress. Evidence suggests that a quantitative approach to PTSD phenotype measurement and incorporation of lifetime trauma exposure (LTE) information could enhance the discovery power of PTSD genome-wide association studies (GWASs). Methods: A GWAS on PTSD symptoms was performed in 51 cohorts followed by a fixed-effects meta-analysis (N = 182,199 European ancestry participants). A GWAS of LTE burden was performed in the UK Biobank cohort (N = 132,988). Genetic correlations were evaluated with linkage disequilibrium score regression. Multivariate analysis was performed using Multi-Trait Analysis of GWAS. Functional mapping and annotation of leading loci was performed with FUMA. Replication was evaluated using the Million Veteran Program GWAS of PTSD total symptoms. Results: GWASs of PTSD symptoms and LTE burden identified 5 and 6 independent genome-wide significant loci, respectively. There was a 72% genetic correlation between PTSD and LTE. PTSD and LTE showed largely similar patterns of genetic correlation with other traits, albeit with some distinctions. Adjusting PTSD for LTE reduced PTSD heritability by 31%. Multivariate analysis of PTSD and LTE increased the effective sample size of the PTSD GWAS by 20% and identified 4 additional loci. Four of these 9 PTSD loci were independently replicated in the Million Veteran Program. Conclusions: Through using a quantitative trait measure of PTSD, we identified novel risk loci not previously identified using prior case-control analyses. PTSD and LTE have a high genetic overlap that can be leveraged to increase discovery power through multivariate methods.NOVA Medical School|Faculdade de Ciências Médicas (NMS|FCM)Centro de Estudos de Doenças Crónicas (CEDOC)RUNMaihofer, Adam X.Choi, Karmel W.Coleman, Jonathan R.I.Daskalakis, Nikolaos P.Denckla, Christy A.Ketema, ElizabethMorey, Rajendra A.Polimanti, RenatoRatanatharathorn, AndrewTorres, KatyWingo, Aliza P.Zai, Clement C.Aiello, Allison E.Almli, Lynn M.Amstadter, Ananda B.Andersen, Soren B.Andreassen, Ole A.Arbisi, Paul A.Ashley-Koch, Allison E.Austin, S. BrynAvdibegović, EsminaBorglum, Anders D.Babić, DraganBækvad-Hansen, MarieBaker, Dewleen G.Beckham, Jean C.Bierut, Laura J.Bisson, Jonathan I.Boks, Marco P.Bolger, Elizabeth A.Bradley, BekhBrashear, MeghanBreen, GeromeBryant, Richard A.Bustamante, Angela C.Bybjerg-Grauholm, JonasCalabrese, Joseph R.Caldas-de-Almeida, José M.Chen, Chia YenDale, Anders M.Dalvie, ShareefaDeckert, JürgenDelahanty, Douglas L.Dennis, Michelle F.Disner, Seth G.Domschke, KatharinaDuncan, Laramie E.Džubur Kulenović, AlmaErbes, Christopher R.Evans, AlexandraFarrer, Lindsay A.Feeny, Norah C.Flory, Janine D.Forbes, DavidFranz, Carol E.Galea, SandroGarrett, Melanie E.Gautam, AartiGelaye, BizuGelernter, JoelGeuze, ElbertGillespie, Charles F.Goçi, AferditaGordon, Scott D.Guffanti, GuiaHammamieh, RashaHauser, Michael A.Heath, Andrew C.Hemmings, Sian M.J.Hougaard, David MichaelJakovljević, MiroJett, MartiJohnson, Eric OttoJones, IanJovanovic, TanjaQin, Xue JunKarstoft, Karen IngeKaufman, Milissa L.Kessler, Ronald C.Khan, AlaptaginKimbrel, Nathan A.King, Anthony P.Koen, NastassjaKranzler, Henry R.Kremen, William S.Lawford, Bruce R.Lebois, Lauren A.M.Lewis, CatrinLiberzon, IsraelLinnstaedt, Sarah D.Logue, Mark W.Lori, AdrianaLugonja, BožoLuykx, Jurjen J.Lyons, Michael J.Maples-Keller, Jessica L.Marmar, CharlesMartin, Nicholas G.Maurer, DouglasMavissakalian, Matig R.McFarlane, AlexanderMcGlinchey, Regina E.McLaughlin, Katie A.McLean, Samuel A.Mehta, DivyaMellor, RebeccaMichopoulos, VasilikiMilberg, WilliamMiller, Mark W.Morris, Charles PhillipMors, OleMortensen, Preben B.Nelson, Elliot C.Nordentoft, MereteNorman, Sonya B.O'Donnell, MeaghanOrcutt, Holly K.Panizzon, Matthew S.Peters, Edward S.Peterson, Alan L.Peverill, MatthewPietrzak, Robert H.Polusny, Melissa A.Rice, John P.Risbrough, Victoria B.Roberts, Andrea L.Rothbaum, Alex O.Rothbaum, Barbara O.Roy-Byrne, PeterRuggiero, Kenneth J.Rung, ArianeRutten, Bart P.F.Saccone, Nancy L.Sanchez, Sixto E.Schijven, DickSeedat, SorayaSeligowski, Antonia V.Seng, Julia S.Sheerin, Christina M.Silove, DerrickSmith, Alicia K.Smoller, Jordan W.Sponheim, Scott R.Stein, Dan J.Stevens, Jennifer S.Teicher, Martin H.Thompson, Wesley K.Trapido, EdwardUddin, MonicaUrsano, Robert J.van den Heuvel, Leigh LuellaVan Hooff, MirandaVermetten, EricVinkers, ChristiaanVoisey, JoanneWang, YunpengWang, ZhewuWerge, ThomasWilliams, Michelle A.Williamson, Douglas E.Winternitz, SherryWolf, ChristianeWolf, Erika J.Yehuda, RachelYoung, Keith A.Young, Ross Mc D.Zhao, HongyuZoellner, Lori A.Haas, MagaliLasseter, HeatherProvost, Allison C.Salem, Rany M.Sebat, JonathanShaffer, Richard A.Wu, TianyingRipke, StephanDaly, Mark J.Ressler, Kerry J.Koenen, Karestan C.Stein, Murray B.Nievergelt, Caroline M.2021-12-22T23:25:56Z2022-04-012022-04-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10362/129670eng0006-3223PURE: 35418233https://doi.org/10.1016/j.biopsych.2021.09.020info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-22T17:57:45Zoai:run.unl.pt:10362/129670Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T17:28:59.311317Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information
title Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information
spellingShingle Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information
Maihofer, Adam X.
Genetics
GWAS
Heritability
PheWAS
PTSD
Trauma
Biological Psychiatry
title_short Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information
title_full Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information
title_fullStr Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information
title_full_unstemmed Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information
title_sort Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information
author Maihofer, Adam X.
author_facet Maihofer, Adam X.
Choi, Karmel W.
Coleman, Jonathan R.I.
Daskalakis, Nikolaos P.
Denckla, Christy A.
Ketema, Elizabeth
Morey, Rajendra A.
Polimanti, Renato
Ratanatharathorn, Andrew
Torres, Katy
Wingo, Aliza P.
Zai, Clement C.
Aiello, Allison E.
Almli, Lynn M.
Amstadter, Ananda B.
Andersen, Soren B.
Andreassen, Ole A.
Arbisi, Paul A.
Ashley-Koch, Allison E.
Austin, S. Bryn
Avdibegović, Esmina
Borglum, Anders D.
Babić, Dragan
Bækvad-Hansen, Marie
Baker, Dewleen G.
Beckham, Jean C.
Bierut, Laura J.
Bisson, Jonathan I.
Boks, Marco P.
Bolger, Elizabeth A.
Bradley, Bekh
Brashear, Meghan
Breen, Gerome
Bryant, Richard A.
Bustamante, Angela C.
Bybjerg-Grauholm, Jonas
Calabrese, Joseph R.
Caldas-de-Almeida, José M.
Chen, Chia Yen
Dale, Anders M.
Dalvie, Shareefa
Deckert, Jürgen
Delahanty, Douglas L.
Dennis, Michelle F.
Disner, Seth G.
Domschke, Katharina
Duncan, Laramie E.
Džubur Kulenović, Alma
Erbes, Christopher R.
Evans, Alexandra
Farrer, Lindsay A.
Feeny, Norah C.
Flory, Janine D.
Forbes, David
Franz, Carol E.
Galea, Sandro
Garrett, Melanie E.
Gautam, Aarti
Gelaye, Bizu
Gelernter, Joel
Geuze, Elbert
Gillespie, Charles F.
Goçi, Aferdita
Gordon, Scott D.
Guffanti, Guia
Hammamieh, Rasha
Hauser, Michael A.
Heath, Andrew C.
Hemmings, Sian M.J.
Hougaard, David Michael
Jakovljević, Miro
Jett, Marti
Johnson, Eric Otto
Jones, Ian
Jovanovic, Tanja
Qin, Xue Jun
Karstoft, Karen Inge
Kaufman, Milissa L.
Kessler, Ronald C.
Khan, Alaptagin
Kimbrel, Nathan A.
King, Anthony P.
Koen, Nastassja
Kranzler, Henry R.
Kremen, William S.
Lawford, Bruce R.
Lebois, Lauren A.M.
Lewis, Catrin
Liberzon, Israel
Linnstaedt, Sarah D.
Logue, Mark W.
Lori, Adriana
Lugonja, Božo
Luykx, Jurjen J.
Lyons, Michael J.
Maples-Keller, Jessica L.
Marmar, Charles
Martin, Nicholas G.
Maurer, Douglas
Mavissakalian, Matig R.
McFarlane, Alexander
McGlinchey, Regina E.
McLaughlin, Katie A.
McLean, Samuel A.
Mehta, Divya
Mellor, Rebecca
Michopoulos, Vasiliki
Milberg, William
Miller, Mark W.
Morris, Charles Phillip
Mors, Ole
Mortensen, Preben B.
Nelson, Elliot C.
Nordentoft, Merete
Norman, Sonya B.
O'Donnell, Meaghan
Orcutt, Holly K.
Panizzon, Matthew S.
Peters, Edward S.
Peterson, Alan L.
Peverill, Matthew
Pietrzak, Robert H.
Polusny, Melissa A.
Rice, John P.
Risbrough, Victoria B.
Roberts, Andrea L.
Rothbaum, Alex O.
Rothbaum, Barbara O.
Roy-Byrne, Peter
Ruggiero, Kenneth J.
Rung, Ariane
Rutten, Bart P.F.
Saccone, Nancy L.
Sanchez, Sixto E.
Schijven, Dick
Seedat, Soraya
Seligowski, Antonia V.
Seng, Julia S.
Sheerin, Christina M.
Silove, Derrick
Smith, Alicia K.
Smoller, Jordan W.
Sponheim, Scott R.
Stein, Dan J.
Stevens, Jennifer S.
Teicher, Martin H.
Thompson, Wesley K.
Trapido, Edward
Uddin, Monica
Ursano, Robert J.
van den Heuvel, Leigh Luella
Van Hooff, Miranda
Vermetten, Eric
Vinkers, Christiaan
Voisey, Joanne
Wang, Yunpeng
Wang, Zhewu
Werge, Thomas
Williams, Michelle A.
Williamson, Douglas E.
Winternitz, Sherry
Wolf, Christiane
Wolf, Erika J.
Yehuda, Rachel
Young, Keith A.
Young, Ross Mc D.
Zhao, Hongyu
Zoellner, Lori A.
Haas, Magali
Lasseter, Heather
Provost, Allison C.
Salem, Rany M.
Sebat, Jonathan
Shaffer, Richard A.
Wu, Tianying
Ripke, Stephan
Daly, Mark J.
Ressler, Kerry J.
Koenen, Karestan C.
Stein, Murray B.
Nievergelt, Caroline M.
author_role author
author2 Choi, Karmel W.
Coleman, Jonathan R.I.
Daskalakis, Nikolaos P.
Denckla, Christy A.
Ketema, Elizabeth
Morey, Rajendra A.
Polimanti, Renato
Ratanatharathorn, Andrew
Torres, Katy
Wingo, Aliza P.
Zai, Clement C.
Aiello, Allison E.
Almli, Lynn M.
Amstadter, Ananda B.
Andersen, Soren B.
Andreassen, Ole A.
Arbisi, Paul A.
Ashley-Koch, Allison E.
Austin, S. Bryn
Avdibegović, Esmina
Borglum, Anders D.
Babić, Dragan
Bækvad-Hansen, Marie
Baker, Dewleen G.
Beckham, Jean C.
Bierut, Laura J.
Bisson, Jonathan I.
Boks, Marco P.
Bolger, Elizabeth A.
Bradley, Bekh
Brashear, Meghan
Breen, Gerome
Bryant, Richard A.
Bustamante, Angela C.
Bybjerg-Grauholm, Jonas
Calabrese, Joseph R.
Caldas-de-Almeida, José M.
Chen, Chia Yen
Dale, Anders M.
Dalvie, Shareefa
Deckert, Jürgen
Delahanty, Douglas L.
Dennis, Michelle F.
Disner, Seth G.
Domschke, Katharina
Duncan, Laramie E.
Džubur Kulenović, Alma
Erbes, Christopher R.
Evans, Alexandra
Farrer, Lindsay A.
Feeny, Norah C.
Flory, Janine D.
Forbes, David
Franz, Carol E.
Galea, Sandro
Garrett, Melanie E.
Gautam, Aarti
Gelaye, Bizu
Gelernter, Joel
Geuze, Elbert
Gillespie, Charles F.
Goçi, Aferdita
Gordon, Scott D.
Guffanti, Guia
Hammamieh, Rasha
Hauser, Michael A.
Heath, Andrew C.
Hemmings, Sian M.J.
Hougaard, David Michael
Jakovljević, Miro
Jett, Marti
Johnson, Eric Otto
Jones, Ian
Jovanovic, Tanja
Qin, Xue Jun
Karstoft, Karen Inge
Kaufman, Milissa L.
Kessler, Ronald C.
Khan, Alaptagin
Kimbrel, Nathan A.
King, Anthony P.
Koen, Nastassja
Kranzler, Henry R.
Kremen, William S.
Lawford, Bruce R.
Lebois, Lauren A.M.
Lewis, Catrin
Liberzon, Israel
Linnstaedt, Sarah D.
Logue, Mark W.
Lori, Adriana
Lugonja, Božo
Luykx, Jurjen J.
Lyons, Michael J.
Maples-Keller, Jessica L.
Marmar, Charles
Martin, Nicholas G.
Maurer, Douglas
Mavissakalian, Matig R.
McFarlane, Alexander
McGlinchey, Regina E.
McLaughlin, Katie A.
McLean, Samuel A.
Mehta, Divya
Mellor, Rebecca
Michopoulos, Vasiliki
Milberg, William
Miller, Mark W.
Morris, Charles Phillip
Mors, Ole
Mortensen, Preben B.
Nelson, Elliot C.
Nordentoft, Merete
Norman, Sonya B.
O'Donnell, Meaghan
Orcutt, Holly K.
Panizzon, Matthew S.
Peters, Edward S.
Peterson, Alan L.
Peverill, Matthew
Pietrzak, Robert H.
Polusny, Melissa A.
Rice, John P.
Risbrough, Victoria B.
Roberts, Andrea L.
Rothbaum, Alex O.
Rothbaum, Barbara O.
Roy-Byrne, Peter
Ruggiero, Kenneth J.
Rung, Ariane
Rutten, Bart P.F.
Saccone, Nancy L.
Sanchez, Sixto E.
Schijven, Dick
Seedat, Soraya
Seligowski, Antonia V.
Seng, Julia S.
Sheerin, Christina M.
Silove, Derrick
Smith, Alicia K.
Smoller, Jordan W.
Sponheim, Scott R.
Stein, Dan J.
Stevens, Jennifer S.
Teicher, Martin H.
Thompson, Wesley K.
Trapido, Edward
Uddin, Monica
Ursano, Robert J.
van den Heuvel, Leigh Luella
Van Hooff, Miranda
Vermetten, Eric
Vinkers, Christiaan
Voisey, Joanne
Wang, Yunpeng
Wang, Zhewu
Werge, Thomas
Williams, Michelle A.
Williamson, Douglas E.
Winternitz, Sherry
Wolf, Christiane
Wolf, Erika J.
Yehuda, Rachel
Young, Keith A.
Young, Ross Mc D.
Zhao, Hongyu
Zoellner, Lori A.
Haas, Magali
Lasseter, Heather
Provost, Allison C.
Salem, Rany M.
Sebat, Jonathan
Shaffer, Richard A.
Wu, Tianying
Ripke, Stephan
Daly, Mark J.
Ressler, Kerry J.
Koenen, Karestan C.
Stein, Murray B.
Nievergelt, Caroline M.
author2_role author
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dc.contributor.none.fl_str_mv NOVA Medical School|Faculdade de Ciências Médicas (NMS|FCM)
Centro de Estudos de Doenças Crónicas (CEDOC)
RUN
dc.contributor.author.fl_str_mv Maihofer, Adam X.
Choi, Karmel W.
Coleman, Jonathan R.I.
Daskalakis, Nikolaos P.
Denckla, Christy A.
Ketema, Elizabeth
Morey, Rajendra A.
Polimanti, Renato
Ratanatharathorn, Andrew
Torres, Katy
Wingo, Aliza P.
Zai, Clement C.
Aiello, Allison E.
Almli, Lynn M.
Amstadter, Ananda B.
Andersen, Soren B.
Andreassen, Ole A.
Arbisi, Paul A.
Ashley-Koch, Allison E.
Austin, S. Bryn
Avdibegović, Esmina
Borglum, Anders D.
Babić, Dragan
Bækvad-Hansen, Marie
Baker, Dewleen G.
Beckham, Jean C.
Bierut, Laura J.
Bisson, Jonathan I.
Boks, Marco P.
Bolger, Elizabeth A.
Bradley, Bekh
Brashear, Meghan
Breen, Gerome
Bryant, Richard A.
Bustamante, Angela C.
Bybjerg-Grauholm, Jonas
Calabrese, Joseph R.
Caldas-de-Almeida, José M.
Chen, Chia Yen
Dale, Anders M.
Dalvie, Shareefa
Deckert, Jürgen
Delahanty, Douglas L.
Dennis, Michelle F.
Disner, Seth G.
Domschke, Katharina
Duncan, Laramie E.
Džubur Kulenović, Alma
Erbes, Christopher R.
Evans, Alexandra
Farrer, Lindsay A.
Feeny, Norah C.
Flory, Janine D.
Forbes, David
Franz, Carol E.
Galea, Sandro
Garrett, Melanie E.
Gautam, Aarti
Gelaye, Bizu
Gelernter, Joel
Geuze, Elbert
Gillespie, Charles F.
Goçi, Aferdita
Gordon, Scott D.
Guffanti, Guia
Hammamieh, Rasha
Hauser, Michael A.
Heath, Andrew C.
Hemmings, Sian M.J.
Hougaard, David Michael
Jakovljević, Miro
Jett, Marti
Johnson, Eric Otto
Jones, Ian
Jovanovic, Tanja
Qin, Xue Jun
Karstoft, Karen Inge
Kaufman, Milissa L.
Kessler, Ronald C.
Khan, Alaptagin
Kimbrel, Nathan A.
King, Anthony P.
Koen, Nastassja
Kranzler, Henry R.
Kremen, William S.
Lawford, Bruce R.
Lebois, Lauren A.M.
Lewis, Catrin
Liberzon, Israel
Linnstaedt, Sarah D.
Logue, Mark W.
Lori, Adriana
Lugonja, Božo
Luykx, Jurjen J.
Lyons, Michael J.
Maples-Keller, Jessica L.
Marmar, Charles
Martin, Nicholas G.
Maurer, Douglas
Mavissakalian, Matig R.
McFarlane, Alexander
McGlinchey, Regina E.
McLaughlin, Katie A.
McLean, Samuel A.
Mehta, Divya
Mellor, Rebecca
Michopoulos, Vasiliki
Milberg, William
Miller, Mark W.
Morris, Charles Phillip
Mors, Ole
Mortensen, Preben B.
Nelson, Elliot C.
Nordentoft, Merete
Norman, Sonya B.
O'Donnell, Meaghan
Orcutt, Holly K.
Panizzon, Matthew S.
Peters, Edward S.
Peterson, Alan L.
Peverill, Matthew
Pietrzak, Robert H.
Polusny, Melissa A.
Rice, John P.
Risbrough, Victoria B.
Roberts, Andrea L.
Rothbaum, Alex O.
Rothbaum, Barbara O.
Roy-Byrne, Peter
Ruggiero, Kenneth J.
Rung, Ariane
Rutten, Bart P.F.
Saccone, Nancy L.
Sanchez, Sixto E.
Schijven, Dick
Seedat, Soraya
Seligowski, Antonia V.
Seng, Julia S.
Sheerin, Christina M.
Silove, Derrick
Smith, Alicia K.
Smoller, Jordan W.
Sponheim, Scott R.
Stein, Dan J.
Stevens, Jennifer S.
Teicher, Martin H.
Thompson, Wesley K.
Trapido, Edward
Uddin, Monica
Ursano, Robert J.
van den Heuvel, Leigh Luella
Van Hooff, Miranda
Vermetten, Eric
Vinkers, Christiaan
Voisey, Joanne
Wang, Yunpeng
Wang, Zhewu
Werge, Thomas
Williams, Michelle A.
Williamson, Douglas E.
Winternitz, Sherry
Wolf, Christiane
Wolf, Erika J.
Yehuda, Rachel
Young, Keith A.
Young, Ross Mc D.
Zhao, Hongyu
Zoellner, Lori A.
Haas, Magali
Lasseter, Heather
Provost, Allison C.
Salem, Rany M.
Sebat, Jonathan
Shaffer, Richard A.
Wu, Tianying
Ripke, Stephan
Daly, Mark J.
Ressler, Kerry J.
Koenen, Karestan C.
Stein, Murray B.
Nievergelt, Caroline M.
dc.subject.por.fl_str_mv Genetics
GWAS
Heritability
PheWAS
PTSD
Trauma
Biological Psychiatry
topic Genetics
GWAS
Heritability
PheWAS
PTSD
Trauma
Biological Psychiatry
description Funding Information: This work was supported by the National Institute of Mental Health / U.S. Army Medical Research and Development Command (Grant No. R01MH106595 [to CMN, IL, MBS, KJRe, and KCK], National Institutes of Health (Grant No. 5U01MH109539 to the Psychiatric Genomics Consortium ), and Brain & Behavior Research Foundation (Young Investigator Grant [to KWC]). Genotyping of samples was provided in part through the Stanley Center for Psychiatric Genetics at the Broad Institute supported by Cohen Veterans Bioscience . Statistical analyses were carried out on the LISA/Genetic Cluster Computer ( https://userinfo.surfsara.nl/systems/lisa ) hosted by SURFsara. This research has been conducted using the UK Biobank resource (Application No. 41209). This work would have not been possible without the financial support provided by Cohen Veterans Bioscience, the Stanley Center for Psychiatric Genetics at the Broad Institute, and One Mind. Funding Information: MBS has in the past 3 years received consulting income from Actelion, Acadia Pharmaceuticals, Aptinyx, Bionomics, BioXcel Therapeutics, Clexio, EmpowerPharm, GW Pharmaceuticals, Janssen, Jazz Pharmaceuticals, and Roche/Genentech and has stock options in Oxeia Biopharmaceuticals and Epivario. In the past 3 years, NPD has held a part-time paid position at Cohen Veterans Bioscience, has been a consultant for Sunovion Pharmaceuticals, and is on the scientific advisory board for Sentio Solutions for unrelated work. In the past 3 years, KJRe has been a consultant for Datastat, Inc., RallyPoint Networks, Inc., Sage Pharmaceuticals, and Takeda. JLM-K has received funding and a speaking fee from COMPASS Pathways. MU has been a consultant for System Analytic. HRK is a member of the Dicerna scientific advisory board and a member of the American Society of Clinical Psychopharmacology Alcohol Clinical Trials Initiative, which during the past 3 years was supported by Alkermes, Amygdala Neurosciences, Arbor Pharmaceuticals, Dicerna, Ethypharm, Indivior, Lundbeck, Mitsubishi, and Otsuka. HRK and JG are named as inventors on Patent Cooperative Treaty patent application number 15/878,640, entitled “Genotype-guided dosing of opioid agonists,” filed January 24, 2018. RP and JG are paid for their editorial work on the journal Complex Psychiatry. OAA is a consultant to HealthLytix. All other authors report no biomedical financial interests or potential conflicts of interest. Funding Information: This work was supported by the National Institute of Mental Health/ U.S. Army Medical Research and Development Command (Grant No. R01MH106595 [to CMN, IL, MBS, KJRe, and KCK], National Institutes of Health (Grant No. 5U01MH109539 to the Psychiatric Genomics Consortium), and Brain & Behavior Research Foundation (Young Investigator Grant [to KWC]). Genotyping of samples was provided in part through the Stanley Center for Psychiatric Genetics at the Broad Institute supported by Cohen Veterans Bioscience. Statistical analyses were carried out on the LISA/Genetic Cluster Computer (https://userinfo.surfsara.nl/systems/lisa) hosted by SURFsara. This research has been conducted using the UK Biobank resource (Application No. 41209). This work would have not been possible without the financial support provided by Cohen Veterans Bioscience, the Stanley Center for Psychiatric Genetics at the Broad Institute, and One Mind. This material has been reviewed by the Walter Reed Army Institute of Research. There is no objection to its presentation and/or publication. The opinions or assertions contained herein are the private views of the authors and are not to be construed as official or as reflecting true views of the U.S. Department of the Army or the Department of Defense. We thank the investigators who comprise the PGC-PTSD working group and especially the more than 206,000 research participants worldwide who shared their life experiences and biological samples with PGC-PTSD investigators. We thank Mark Zervas for his critical input. Full acknowledgments are in Supplement 1. MBS has in the past 3 years received consulting income from Actelion, Acadia Pharmaceuticals, Aptinyx, Bionomics, BioXcel Therapeutics, Clexio, EmpowerPharm, GW Pharmaceuticals, Janssen, Jazz Pharmaceuticals, and Roche/Genentech and has stock options in Oxeia Biopharmaceuticals and Epivario. In the past 3 years, NPD has held a part-time paid position at Cohen Veterans Bioscience, has been a consultant for Sunovion Pharmaceuticals, and is on the scientific advisory board for Sentio Solutions for unrelated work. In the past 3 years, KJRe has been a consultant for Datastat, Inc. RallyPoint Networks, Inc. Sage Pharmaceuticals, and Takeda. JLM-K has received funding and a speaking fee from COMPASS Pathways. MU has been a consultant for System Analytic. HRK is a member of the Dicerna scientific advisory board and a member of the American Society of Clinical Psychopharmacology Alcohol Clinical Trials Initiative, which during the past 3 years was supported by Alkermes, Amygdala Neurosciences, Arbor Pharmaceuticals, Dicerna, Ethypharm, Indivior, Lundbeck, Mitsubishi, and Otsuka. HRK and JG are named as inventors on Patent Cooperative Treaty patent application number 15/878,640, entitled ?Genotype-guided dosing of opioid agonists,? filed January 24, 2018. RP and JG are paid for their editorial work on the journal Complex Psychiatry. OAA is a consultant to HealthLytix. All other authors report no biomedical financial interests or potential conflicts of interest. Publisher Copyright: © 2021 Society of Biological Psychiatry
publishDate 2021
dc.date.none.fl_str_mv 2021-12-22T23:25:56Z
2022-04-01
2022-04-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/129670
url http://hdl.handle.net/10362/129670
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0006-3223
PURE: 35418233
https://doi.org/10.1016/j.biopsych.2021.09.020
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reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
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repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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