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Nievergelt CM, Maihofer AX, Atkinson EG, Chen CY, Choi KW, Coleman JRI, Daskalakis NP, Duncan LE, Polimanti R, Aaronson C, Amstadter AB, Andersen SB, Andreassen OA, Arbisi PA, Ashley-Koch AE, Austin SB, Avdibegoviç E, Babić D, Bacanu SA, Baker DG, Batzler A, Beckham JC, Belangero S, Benjet C, Bergner C, Bierer LM, Biernacka JM, Bierut LJ, Bisson JI, Boks MP, Bolger EA, Brandolino A, Breen G, Bressan RA, Bryant RA, Bustamante AC, Bybjerg-Grauholm J, Bækvad-Hansen M, Børglum AD, Børte S, Cahn L, Calabrese JR, Caldas-de-Almeida JM, Chatzinakos C, Cheema S, Clouston SAP, Colodro-Conde L, Coombes BJ, Cruz-Fuentes CS, Dale AM, Dalvie S, Davis LK, Deckert J, Delahanty DL, Dennis MF, Desarnaud F, DiPietro CP, Disner SG, Docherty AR, Domschke K, Dyb G, Kulenović AD, Edenberg HJ, Evans A, Fabbri C, Fani N, Farrer LA, Feder A, Feeny NC, Flory JD, Forbes D, Franz CE, Galea S, Garrett ME, Gelaye B, Gelernter J, Geuze E, Gillespie CF, Goleva SB, Gordon SD, Goçi A, Grasser LR, Guindalini C, Haas M, Hagenaars S, Hauser MA, Heath AC, Hemmings SMJ, Hesselbrock V, Hickie IB, Hogan K, Hougaard DM, Huang H, Huckins LM, Hveem K, Jakovljević M, Javanbakht A, Jenkins GD, Johnson J, Jones I, Jovanovic T, Karstoft KI, Kaufman ML, Kennedy JL, Kessler RC, Khan A, Kimbrel NA, King AP, Koen N, Kotov R, Kranzler HR, Krebs K, Kremen WS, Kuan PF, Lawford BR, Lebois LAM, Lehto K, Levey DF, Lewis C, Liberzon I, Linnstaedt SD, Logue MW, Lori A, Lu Y, Luft BJ, Lupton MK, Luykx JJ, Makotkine I, Maples-Keller JL, Marchese S, Marmar C, Martin NG, Martínez-Levy GA, McAloney K, McFarlane A, McLaughlin KA, McLean SA, Medland SE, Mehta D, Meyers J, Michopoulos V, Mikita EA, Milani L, Milberg W, Miller MW, Morey RA, Morris CP, Mors O, Mortensen PB, Mufford MS, Nelson EC, Nordentoft M, Norman SB, Nugent NR, O'Donnell M, Orcutt HK, Pan PM, Panizzon MS, Pathak GA, Peters ES, Peterson AL, Peverill M, Pietrzak RH, Polusny MA, Porjesz B, Powers A, Qin XJ, Ratanatharathorn A, Risbrough VB, Roberts AL, Rothbaum AO, Rothbaum BO, Roy-Byrne P, Ruggiero KJ, Rung A, Runz H, Rutten BPF, de Viteri SS, Salum GA, Sampson L, Sanchez SE, Santoro M, Seah C, Seedat S, Seng JS, Shabalin A, Sheerin CM, Silove D, Smith AK, Smoller JW, Sponheim SR, Stein DJ, Stensland S, Stevens JS, Sumner JA, Teicher MH, Thompson WK, Tiwari AK, Trapido E, Uddin M, Ursano RJ, Valdimarsdóttir U, Van Hooff M, Vermetten E, Vinkers CH, Voisey J, Wang Y, Wang Z, Waszczuk M, Weber H, Wendt FR, Werge T, Williams MA, Williamson DE, Winsvold BS, Winternitz S, Wolf C, Wolf EJ, Xia Y, Xiong Y, Yehuda R, Young KA, Young RM, Zai CC, Zai GC, Zervas M, Zhao H, Zoellner LA, Zwart JA, deRoon-Cassini T, van Rooij SJH, van den Heuvel LL, Stein MB, Ressler KJ, Koenen KC. Genome-wide association analyses identify 95 risk loci and provide insights into the neurobiology of post-traumatic stress disorder. Nat Genet 2024:10.1038/s41588-024-01707-9. [PMID: 38637617 DOI: 10.1038/s41588-024-01707-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 03/05/2024] [Indexed: 04/20/2024]
Abstract
Post-traumatic stress disorder (PTSD) genetics are characterized by lower discoverability than most other psychiatric disorders. The contribution to biological understanding from previous genetic studies has thus been limited. We performed a multi-ancestry meta-analysis of genome-wide association studies across 1,222,882 individuals of European ancestry (137,136 cases) and 58,051 admixed individuals with African and Native American ancestry (13,624 cases). We identified 95 genome-wide significant loci (80 new). Convergent multi-omic approaches identified 43 potential causal genes, broadly classified as neurotransmitter and ion channel synaptic modulators (for example, GRIA1, GRM8 and CACNA1E), developmental, axon guidance and transcription factors (for example, FOXP2, EFNA5 and DCC), synaptic structure and function genes (for example, PCLO, NCAM1 and PDE4B) and endocrine or immune regulators (for example, ESR1, TRAF3 and TANK). Additional top genes influence stress, immune, fear and threat-related processes, previously hypothesized to underlie PTSD neurobiology. These findings strengthen our understanding of neurobiological systems relevant to PTSD pathophysiology, while also opening new areas for investigation.
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Affiliation(s)
- Caroline M Nievergelt
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA.
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA.
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA.
| | - Adam X Maihofer
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Elizabeth G Atkinson
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Chia-Yen Chen
- Biogen Inc.,Translational Sciences, Cambridge, MA, USA
| | - Karmel W Choi
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Jonathan R I Coleman
- King's College London, National Institute for Health and Care Research Maudsley Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, London, UK
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Nikolaos P Daskalakis
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Center of Excellence in Depression and Anxiety Disorders, Belmont, MA, USA
| | - Laramie E Duncan
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
| | - Renato Polimanti
- VA Connecticut Healthcare Center, West Haven, CT, USA
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Cindy Aaronson
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Ananda B Amstadter
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Richmond, VA, USA
| | - Soren B Andersen
- The Danish Veteran Centre, Research and Knowledge Centre, Ringsted, Denmark
| | - Ole A Andreassen
- Oslo University Hospital, Division of Mental Health and Addiction, Oslo, Norway
- University of Oslo, Institute of Clinical Medicine, Oslo, Norway
| | - Paul A Arbisi
- Minneapolis VA Health Care System, Mental Health Service Line, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | | | - S Bryn Austin
- Boston Children's Hospital, Division of Adolescent and Young Adult Medicine, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Esmina Avdibegoviç
- Department of Psychiatry, University Clinical Center of Tuzla, Tuzla, Bosnia and Herzegovina
| | - Dragan Babić
- Department of Psychiatry, University Clinical Center of Mostar, Mostar, Bosnia and Herzegovina
| | - Silviu-Alin Bacanu
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Dewleen G Baker
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego, CA, USA
| | - Anthony Batzler
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Jean C Beckham
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Research, Durham VA Health Care System, Durham, NC, USA
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, USA
| | - Sintia Belangero
- Department of Morphology and Genetics, Universidade Federal de São Paulo, São Paulo, Brazil
- Department of Psychiatry, Universidade Federal de São Paulo, Laboratory of Integrative Neuroscience, São Paulo, Brazil
| | - Corina Benjet
- Instituto Nacional de Psiquiatraía Ramón de la Fuente Muñiz, Center for Global Mental Health, Mexico City, Mexico
| | - Carisa Bergner
- Medical College of Wisconsin, Comprehensive Injury Center, Milwaukee, WI, USA
| | - Linda M Bierer
- Department of Psychiatry, James J. Peters VA Medical Center, Bronx, NY, USA
| | - Joanna M Biernacka
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Laura J Bierut
- Department of Psychiatry, Washington University in Saint Louis School of Medicine, Saint Louis, MO, USA
| | - Jonathan I Bisson
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, UK
| | - Marco P Boks
- Department of Psychiatry, Brain Center University Medical Center Utrecht, Utrecht, The Netherlands
| | - Elizabeth A Bolger
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Amber Brandolino
- Department of Surgery, Division of Trauma & Acute Care Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Gerome Breen
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, UK
- King's College London, NIHR Maudsley BRC, London, UK
| | - Rodrigo Affonseca Bressan
- Department of Psychiatry, Universidade Federal de São Paulo, Laboratory of Integrative Neuroscience, São Paulo, Brazil
- Department of Psychiatry, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Richard A Bryant
- University of New South Wales, School of Psychology, Sydney, New South Wales, Australia
| | - Angela C Bustamante
- Department of Internal Medicine, University of Michigan Medical School, Division of Pulmonary and Critical Care Medicine, Ann Arbor, MI, USA
| | - Jonas Bybjerg-Grauholm
- Department for Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
| | - Marie Bækvad-Hansen
- Department for Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
| | - Anders D Børglum
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
- Aarhus University, Centre for Integrative Sequencing, iSEQ, Aarhus, Denmark
- Department of Biomedicine-Human Genetics, Aarhus University, Aarhus, Denmark
| | - Sigrid Børte
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, K. G. Jebsen Center for Genetic Epidemiology, Trondheim, Norway
- Oslo University Hospital, Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo, Norway
| | - Leah Cahn
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Joseph R Calabrese
- Case Western Reserve University, School of Medicine, Cleveland, OH, USA
- Department of Psychiatry, University Hospitals, Cleveland, OH, USA
| | | | - Chris Chatzinakos
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Division of Depression and Anxiety Disorders, Belmont, MA, USA
| | - Sheraz Cheema
- University of Toronto, CanPath National Coordinating Center, Toronto, Ontario, Canada
| | - Sean A P Clouston
- Stony Brook University, Family, Population, and Preventive Medicine, Stony Brook, NY, USA
- Stony Brook University, Public Health, Stony Brook, NY, USA
| | - Lucía Colodro-Conde
- QIMR Berghofer Medical Research Institute, Mental Health & Neuroscience Program, Brisbane, Queensland, Australia
| | - Brandon J Coombes
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Carlos S Cruz-Fuentes
- Department of Genetics, Instituto Nacional de Psiquiatraía Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Anders M Dale
- Department of Radiology, Department of Neurosciences, University of California San Diego, La Jolla, CA, USA
| | - Shareefa Dalvie
- Department of Pathology, University of Cape Town, Division of Human Genetics, Cape Town, South Africa
| | - Lea K Davis
- Vanderbilt University Medical Center, Vanderbilt Genetics Institute, Nashville, TN, USA
| | - Jürgen Deckert
- University Hospital of Würzburg, Center of Mental Health, Psychiatry, Psychosomatics and Psychotherapy, Würzburg, Denmark
| | | | - Michelle F Dennis
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Research, Durham VA Health Care System, Durham, NC, USA
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, USA
| | - Frank Desarnaud
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Christopher P DiPietro
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- McLean Hospital, Division of Depression and Anxiety Disorders, Belmont, MA, USA
| | - Seth G Disner
- Minneapolis VA Health Care System, Research Service Line, Minneapolis, MN, USA
- Department of Psychiatry & Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Anna R Docherty
- Huntsman Mental Health Institute, Salt Lake City, UT, USA
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Katharina Domschke
- University of Freiburg, Faculty of Medicine, Centre for Basics in Neuromodulation, Freiburg, Denmark
- Department of Psychiatry and Psychotherapy, University of Freiburg, Faculty of Medicine, Freiburg, Denmark
| | - Grete Dyb
- University of Oslo, Institute of Clinical Medicine, Oslo, Norway
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
| | - Alma Džubur Kulenović
- Department of Psychiatry, University Clinical Center of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Howard J Edenberg
- Indiana University School of Medicine, Biochemistry and Molecular Biology, Indianapolis, IN, USA
- Indiana University School of Medicine, Medical and Molecular Genetics, Indianapolis, IN, USA
| | - Alexandra Evans
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, UK
| | - Chiara Fabbri
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, UK
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Lindsay A Farrer
- Department of Medicine (Biomedical Genetics), Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Ophthalmology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Adriana Feder
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Norah C Feeny
- Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Janine D Flory
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - David Forbes
- Department of Psychiatry, University of Melbourne, Melbourne, Victoria, Australia
| | - Carol E Franz
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Sandro Galea
- Boston University School of Public Health, Boston, MA, USA
| | - Melanie E Garrett
- Duke University, Duke Molecular Physiology Institute, Durham, NC, USA
| | - Bizu Gelaye
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Joel Gelernter
- VA Connecticut Healthcare Center, Psychiatry Service, West Haven, CT, USA
- Department of Genetics and Neuroscience, Yale University School of Medicine, New Haven, CT, USA
| | - Elbert Geuze
- Netherlands Ministry of Defence, Brain Research and Innovation Centre, Utrecht, The Netherlands
- Department of Psychiatry, UMC Utrecht Brain Center Rudolf Magnus, Utrecht, The Netherlands
| | - Charles F Gillespie
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Slavina B Goleva
- Vanderbilt University Medical Center, Vanderbilt Genetics Institute, Nashville, TN, USA
- National Institutes of Health, National Human Genome Research Institute, Bethesda, MD, USA
| | - Scott D Gordon
- QIMR Berghofer Medical Research Institute, Mental Health & Neuroscience Program, Brisbane, Queensland, Australia
| | - Aferdita Goçi
- Department of Psychiatry, University Clinical Centre of Kosovo, Prishtina, Kosovo
| | - Lana Ruvolo Grasser
- Wayne State University School of Medicine, Psychiatry and Behavioral Neurosciencess, Detroit, MI, USA
| | - Camila Guindalini
- Gallipoli Medical Research Foundation, Greenslopes Private Hospital, Greenslopes, Queensland, Australia
| | - Magali Haas
- Cohen Veterans Bioscience, New York City, NY, USA
| | - Saskia Hagenaars
- King's College London, National Institute for Health and Care Research Maudsley Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, London, UK
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Michael A Hauser
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Andrew C Heath
- Department of Genetics, Washington University in Saint Louis School of Medicine, Saint Louis, MO, USA
| | - Sian M J Hemmings
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- SAMRC Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa
| | - Victor Hesselbrock
- University of Connecticut School of Medicine, Psychiatry, Farmington, CT, USA
| | - Ian B Hickie
- University of Sydney, Brain and Mind Centre, Sydney, New South Wales, Australia
| | - Kelleigh Hogan
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - David Michael Hougaard
- Department for Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
| | - Hailiang Huang
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Department of Medicine, Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
| | - Laura M Huckins
- Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Kristian Hveem
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, K. G. Jebsen Center for Genetic Epidemiology, Trondheim, Norway
| | - Miro Jakovljević
- Department of Psychiatry, University Hospital Center of Zagreb, Zagreb, Croatia
| | - Arash Javanbakht
- Wayne State University School of Medicine, Psychiatry and Behavioral Neurosciencess, Detroit, MI, USA
| | - Gregory D Jenkins
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Jessica Johnson
- Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Ian Jones
- Cardiff University, National Centre for Mental Health, Cardiff University Centre for Psychiatric Genetics and Genomics, Cardiff, UK
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Karen-Inge Karstoft
- The Danish Veteran Centre, Research and Knowledge Centre, Ringsted, Denmark
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Milissa L Kaufman
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - James L Kennedy
- Centre for Addiction and Mental Health, Neurogenetics Section, Molecular Brain Science Department, Campbell Family Mental Health Research Institute, Toronto, Ontario, Canada
- Centre for Addiction and Mental Health, Tanenbaum Centre for Pharmacogenetics, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Alaptagin Khan
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Nathan A Kimbrel
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, USA
- Durham VA Health Care System, Mental Health Service Line, Durham, NC, USA
| | - Anthony P King
- The Ohio State University, College of Medicine, Institute for Behavioral Medicine Research, Columbus, OH, USA
| | - Nastassja Koen
- University of Cape Town, Department of Psychiatry & Neuroscience Institute, SA MRC Unit on Risk & Resilience in Mental Disorders, Cape Town, South Africa
| | - Roman Kotov
- Department of Psychiatry, Stony Brook University, Stony Brook, NY, USA
| | - Henry R Kranzler
- Mental Illness Research, Education and Clinical Center, Crescenz VAMC, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Kristi Krebs
- University of Tartu, Institute of Genomics, Estonian Genome Center, Tartu, Estonia
| | - William S Kremen
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Pei-Fen Kuan
- Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY, USA
| | - Bruce R Lawford
- Queensland University of Technology, School of Biomedical Sciences, Kelvin Grove, Queensland, Australia
| | - Lauren A M Lebois
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Center of Excellence in Depression and Anxiety Disorders, Belmont, MA, USA
| | - Kelli Lehto
- University of Tartu, Institute of Genomics, Estonian Genome Center, Tartu, Estonia
| | - Daniel F Levey
- VA Connecticut Healthcare Center, West Haven, CT, USA
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Catrin Lewis
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, UK
| | - Israel Liberzon
- Department of Psychiatry and Behavioral Sciences, Texas A&M University College of Medicine, Bryan, TX, USA
| | - Sarah D Linnstaedt
- Department of Anesthesiology, UNC Institute for Trauma Recovery, Chapel Hill, NC, USA
| | - Mark W Logue
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
- Boston University School of Medicine, Psychiatry, Biomedical Genetics, Boston, MA, USA
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, USA
| | - Adriana Lori
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Yi Lu
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Benjamin J Luft
- Department of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - Michelle K Lupton
- QIMR Berghofer Medical Research Institute, Mental Health & Neuroscience Program, Brisbane, Queensland, Australia
| | - Jurjen J Luykx
- Department of Psychiatry, UMC Utrecht Brain Center Rudolf Magnus, Utrecht, The Netherlands
- Department of Translational Neuroscience, UMC Utrecht Brain Center Rudolf Magnus, Utrecht, The Netherlands
| | - Iouri Makotkine
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | | | - Shelby Marchese
- Department of Genetic and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Charles Marmar
- New York University, Grossman School of Medicine, New York City, NY, USA
| | - Nicholas G Martin
- QIMR Berghofer Medical Research Institute, Genetics, Brisbane, Queensland, Australia
| | - Gabriela A Martínez-Levy
- Department of Genetics, Instituto Nacional de Psiquiatraía Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Kerrie McAloney
- QIMR Berghofer Medical Research Institute, Mental Health & Neuroscience Program, Brisbane, Queensland, Australia
| | - Alexander McFarlane
- University of Adelaide, Discipline of Psychiatry, Adelaide, South Australia, Australia
| | | | - Samuel A McLean
- Department of Anesthesiology, UNC Institute for Trauma Recovery, Chapel Hill, NC, USA
- Department of Emergency Medicine, UNC Institute for Trauma Recovery, Chapel Hill, NC, USA
| | - Sarah E Medland
- QIMR Berghofer Medical Research Institute, Mental Health & Neuroscience Program, Brisbane, Queensland, Australia
| | - Divya Mehta
- Queensland University of Technology, School of Biomedical Sciences, Kelvin Grove, Queensland, Australia
- Queensland University of Technology, Centre for Genomics and Personalised Health, Kelvin Grove, Queensland, Australia
| | - Jacquelyn Meyers
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Vasiliki Michopoulos
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Elizabeth A Mikita
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Lili Milani
- University of Tartu, Institute of Genomics, Estonian Genome Center, Tartu, Estonia
| | | | - Mark W Miller
- Boston University School of Medicine, Psychiatry, Biomedical Genetics, Boston, MA, USA
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, USA
| | - Rajendra A Morey
- Duke University School of Medicine, Duke Brain Imaging and Analysis Center, Durham, NC, USA
| | - Charles Phillip Morris
- Queensland University of Technology, School of Biomedical Sciences, Kelvin Grove, Queensland, Australia
| | - Ole Mors
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
- Aarhus University Hospital-Psychiatry, Psychosis Research Unit, Aarhus, Denmark
| | - Preben Bo Mortensen
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
- Aarhus University, Centre for Integrative Sequencing, iSEQ, Aarhus, Denmark
- Aarhus University, Centre for Integrated Register-Based Research, Aarhus, Denmark
- Aarhus University, National Centre for Register-Based Research, Aarhus, Denmark
| | - Mary S Mufford
- Department of Pathology, University of Cape Town, Division of Human Genetics, Cape Town, South Africa
| | - Elliot C Nelson
- Department of Psychiatry, Washington University in Saint Louis School of Medicine, Saint Louis, MO, USA
| | - Merete Nordentoft
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
- University of Copenhagen, Mental Health Services in the Capital Region of Denmark, Copenhagen, Denmark
| | - Sonya B Norman
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- National Center for Post Traumatic Stress Disorder, Executive Division, White River Junction, VT, USA
| | - Nicole R Nugent
- Department of Emergency Medicine, Alpert Brown Medical School, Providence, RI, USA
- Department of Pediatrics, Alpert Brown Medical School, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Alpert Brown Medical School, Providence, RI, USA
| | - Meaghan O'Donnell
- Department of Psychiatry, University of Melbourne, Phoenix Australia, Melbourne, Victoria, Australia
| | - Holly K Orcutt
- Department of Psychology, Northern Illinois University, DeKalb, IL, USA
| | - Pedro M Pan
- Universidade Federal de São Paulo, Psychiatry, São Paulo, Brazil
| | - Matthew S Panizzon
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Gita A Pathak
- VA Connecticut Healthcare Center, West Haven, CT, USA
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Edward S Peters
- University of Nebraska Medical Center, College of Public Health, Omaha, NE, USA
| | - Alan L Peterson
- South Texas Veterans Health Care System, Research and Development Service, San Antonio, TX, USA
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Matthew Peverill
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - Robert H Pietrzak
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, West Haven, CT, USA
| | - Melissa A Polusny
- Minneapolis VA Health Care System, Mental Health Service Line, Minneapolis, MN, USA
- Department of Psychiatry & Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN, USA
- Center for Care Delivery and Outcomes Research (CCDOR), Minneapolis, MN, USA
| | - Bernice Porjesz
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Abigail Powers
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Xue-Jun Qin
- Duke University, Duke Molecular Physiology Institute, Durham, NC, USA
| | - Andrew Ratanatharathorn
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Columbia University Mailmain School of Public Health, New York City, NY, USA
| | - Victoria B Risbrough
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Andrea L Roberts
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Alex O Rothbaum
- Department of Psychological Sciences, Emory University, Atlanta, GA, USA
- Department of Research and Outcomes, Skyland Trail, Atlanta, GA, USA
| | - Barbara O Rothbaum
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Peter Roy-Byrne
- Department of Psychiatry, University of Washington, Seattle, WA, USA
| | - Kenneth J Ruggiero
- Department of Nursing, Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Ariane Rung
- Department of Epidemiology, Louisiana State University Health Sciences Center, School of Public Health, New Orleans, LA, USA
| | - Heiko Runz
- Biogen Inc., Research & Development, Cambridge, MA, USA
| | - Bart P F Rutten
- Department of Psychiatry and Neuropsychology, Maastricht Universitair Medisch Centrum, School for Mental Health and Neuroscience, Maastricht, The Netherlands
| | | | - Giovanni Abrahão Salum
- Child Mind Institute, New York City, NY, USA
- Instituto Nacional de Psiquiatria de Desenvolvimento, São Paulo, Brazil
| | - Laura Sampson
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Sixto E Sanchez
- Department of Medicine, Universidad Peruana de Ciencias Aplicadas, Lima, Peru
| | - Marcos Santoro
- Universidade Federal de São Paulo, Departamento de Bioquímica-Disciplina de Biologia Molecular, São Paulo, Brazil
| | - Carina Seah
- Department of Genetic and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Soraya Seedat
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Stellenbosch University, SAMRC Extramural Genomics of Brain Disorders Research Unit, Cape Town, South Africa
| | - Julia S Seng
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI, USA
- Department of Women's and Gender Studies, University of Michigan, Ann Arbor, MI, USA
- University of Michigan, Institute for Research on Women and Gender, Ann Arbor, MI, USA
- University of Michigan, School of Nursing, Ann Arbor, MI, USA
| | - Andrey Shabalin
- Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Christina M Sheerin
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Richmond, VA, USA
| | - Derrick Silove
- Department of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
| | - Alicia K Smith
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
- Department of Gynecology and Obstetrics, Department of Psychiatry and Behavioral Sciences, Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - Jordan W Smoller
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
| | - Scott R Sponheim
- Minneapolis VA Health Care System, Mental Health Service Line, Minneapolis, MN, USA
- Department of Psychiatry and Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Dan J Stein
- University of Cape Town, Department of Psychiatry & Neuroscience Institute, SA MRC Unit on Risk & Resilience in Mental Disorders, Cape Town, South Africa
| | - Synne Stensland
- Oslo University Hospital, Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo, Norway
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Jennifer A Sumner
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Martin H Teicher
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Developmental Biopsychiatry Research Program, Belmont, MA, USA
| | - Wesley K Thompson
- Mental Health Centre Sct. Hans, Institute of Biological Psychiatry, Roskilde, Denmark
- University of California San Diego, Herbert Wertheim School of Public Health and Human Longevity Science, La Jolla, CA, USA
| | - Arun K Tiwari
- Centre for Addiction and Mental Health, Neurogenetics Section, Molecular Brain Science Department, Campbell Family Mental Health Research Institute, Toronto, Ontario, Canada
- Centre for Addiction and Mental Health, Tanenbaum Centre for Pharmacogenetics, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Edward Trapido
- Department of Epidemiology, Louisiana State University Health Sciences Center, School of Public Health, New Orleans, LA, USA
| | - Monica Uddin
- University of South Florida College of Public Health, Genomics Program, Tampa, FL, USA
| | - Robert J Ursano
- Department of Psychiatry, Uniformed Services University, Bethesda, MD, USA
| | - Unnur Valdimarsdóttir
- Karolinska Institutet, Unit of Integrative Epidemiology, Institute of Environmental Medicine, Stockholm, Sweden
- University of Iceland, Faculty of Medicine, Center of Public Health Sciences, School of Health Sciences, Reykjavik, Iceland
| | - Miranda Van Hooff
- University of Adelaide, Adelaide Medical School, Adelaide, South Australia, Australia
| | - Eric Vermetten
- ARQ Nationaal Psychotrauma Centrum, Psychotrauma Research Expert Group, Diemen, The Netherlands
- Department of Psychiatry, Leiden University Medical Center, Leiden, The Netherlands
- Department of Psychiatry, New York University School of Medicine, New York City, NY, USA
| | - Christiaan H Vinkers
- Amsterdam Neuroscience, Mood, Anxiety, Psychosis, Sleep & Stress Program, Amsterdam, The Netherlands
- Department of Anatomy and Neurosciences, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Joanne Voisey
- Queensland University of Technology, School of Biomedical Sciences, Kelvin Grove, Queensland, Australia
- Queensland University of Technology, Centre for Genomics and Personalised Health, Kelvin Grove, Queensland, Australia
| | - Yunpeng Wang
- Department of Psychology, University of Oslo, Lifespan Changes in Brain and Cognition (LCBC), Oslo, Norway
| | - Zhewu Wang
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
- Department of Mental Health, Ralph H Johnson VA Medical Center, Charleston, SC, USA
| | - Monika Waszczuk
- Department of Psychology, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | - Heike Weber
- University Hospital of Würzburg, Center of Mental Health, Psychiatry, Psychosomatics and Psychotherapy, Würzburg, Denmark
| | - Frank R Wendt
- Department of Anthropology, University of Toronto, Dalla Lana School of Public Health, Toronto, Ontario, Canada
| | - Thomas Werge
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark
- Copenhagen University Hospital, Institute of Biological Psychiatry, Mental Health Services, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- University of Copenhagen, The Globe Institute, Lundbeck Foundation Center for Geogenetics, Copenhagen, Denmark
| | - Michelle A Williams
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Douglas E Williamson
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Research, Durham VA Health Care System, Durham, NC, USA
| | - Bendik S Winsvold
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, K. G. Jebsen Center for Genetic Epidemiology, Trondheim, Norway
- Oslo University Hospital, Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo, Norway
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Sherry Winternitz
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Christiane Wolf
- University Hospital of Würzburg, Center of Mental Health, Psychiatry, Psychosomatics and Psychotherapy, Würzburg, Denmark
| | - Erika J Wolf
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Yan Xia
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Department of Medicine, Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
| | - Ying Xiong
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Rachel Yehuda
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
- Department of Mental Health, James J. Peters VA Medical Center, Bronx, NY, USA
| | - Keith A Young
- Central Texas Veterans Health Care System, Research Service, Temple, TX, USA
- Department of Psychiatry and Behavioral Sciences, Texas A&M University School of Medicine, Bryan, TX, USA
| | - Ross McD Young
- Queensland University of Technology, School of Clinical Sciences, Kelvin Grove, Queensland, Australia
- University of the Sunshine Coast, The Chancellory, Sippy Downs, Queensland, Australia
| | - Clement C Zai
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Centre for Addiction and Mental Health, Neurogenetics Section, Molecular Brain Science Department, Campbell Family Mental Health Research Institute, Toronto, Ontario, Canada
- Centre for Addiction and Mental Health, Tanenbaum Centre for Pharmacogenetics, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathology, University of Toronto, Toronto, Ontario, Canada
| | - Gwyneth C Zai
- Centre for Addiction and Mental Health, Neurogenetics Section, Molecular Brain Science Department, Campbell Family Mental Health Research Institute, Toronto, Ontario, Canada
- Centre for Addiction and Mental Health, Tanenbaum Centre for Pharmacogenetics, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
- Centre for Addiction and Mental Health, General Adult Psychiatry and Health Systems Division, Toronto, Ontario, Canada
| | - Mark Zervas
- Cohen Veterans Bioscience, New York City, NY, USA
| | - Hongyu Zhao
- Department of Biostatistics, Yale University, New Haven, CT, USA
| | - Lori A Zoellner
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - John-Anker Zwart
- University of Oslo, Institute of Clinical Medicine, Oslo, Norway
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, K. G. Jebsen Center for Genetic Epidemiology, Trondheim, Norway
- Oslo University Hospital, Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo, Norway
| | - Terri deRoon-Cassini
- Department of Surgery, Division of Trauma & Acute Care Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Sanne J H van Rooij
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Leigh L van den Heuvel
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- SAMRC Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa
| | - Murray B Stein
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego, CA, USA
- University of California San Diego, School of Public Health, La Jolla, CA, USA
| | - Kerry J Ressler
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
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2
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Gao K, Ayati M, Kaye NM, Koyuturk M, Calabrese JR, Christian E, Lazarus HM, Kaplan D. Possible Role of Correlation Coefficients and Network Analysis of Multiple Intracellular Proteins in Blood Cells of Patients with Bipolar Disorder in Studying the Mechanism of Lithium Responsiveness: A Proof-Concept Study. J Clin Med 2024; 13:1491. [PMID: 38592374 PMCID: PMC10935410 DOI: 10.3390/jcm13051491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 02/06/2024] [Accepted: 02/26/2024] [Indexed: 04/10/2024] Open
Abstract
Background: The mechanism of lithium treatment responsiveness in bipolar disorder (BD) remains unclear. The aim of this study was to explore the utility of correlation coefficients and protein-to-protein interaction (PPI) network analyses of intracellular proteins in monocytes and CD4+ lymphocytes of patients with BD in studying the potential mechanism of lithium treatment responsiveness. Methods: Patients with bipolar I or II disorder who were diagnosed with the MINI for DSM-5 and at any phase of the illness with at least mild symptom severity and received lithium (serum level ≥ 0.6 mEq/L) for 16 weeks were divided into two groups, responders (≥50% improvement in Montgomery-Asberg Depression Rating Scale and/or Young Mania Rating Scale scores from baseline) and non-responders. Twenty-eight intracellular proteins/analytes in CD4+ lymphocytes and monocytes were analyzed with a tyramine-based signal-amplified flow cytometry procedure. Correlation coefficients between analytes at baseline were estimated in both responders and non-responders and before and after lithium treatment in responders. PPI network, subnetwork, and pathway analyses were generated based on fold change/difference in studied proteins/analytes between responders and non-responders. Results: Of the 28 analytes from 12 lithium-responders and 11 lithium-non-responders, there were more significant correlations between analytes in responders than in non-responders at baseline. Of the nine lithium responders with pre- and post-lithium blood samples available, the correlations between most analytes were weakened after lithium treatment with cell-type specific patterns in CD4+ lymphocytes and monocytes. PPI network/subnetwork and pathway analyses showed that lithium response was involved in four pathways, including prolactin, leptin, neurotrophin, and brain-derived neurotrophic factor pathways. Glycogen synthase kinase 3 beta and nuclear factor NF-kappa-B p65 subunit genes were found in all four pathways. Conclusions: Using correlation coefficients, PPI network/subnetwork, and pathway analysis with multiple intracellular proteins appears to be a workable concept for studying the mechanism of lithium responsiveness in BD. Larger sample size studies are necessary to determine its utility.
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Affiliation(s)
- Keming Gao
- Department of Psychiatry, University Hospitals Cleveland Medical Center, 10524 Euclid Avenue, 12th Floor, Cleveland, OH 44106, USA;
- Department of Psychiatry, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Marzieh Ayati
- Department of Computer Science, University of Texas Rio Grande Valley, Edinburg, TX 78539, USA;
| | - Nicholas M. Kaye
- CellPrint Biotechnology LLC, Cleveland, OH 44106, USA; (N.M.K.); (E.C.); (H.M.L.); (D.K.)
| | - Mehmet Koyuturk
- Department of Computer and Data Sciences, Center for Proteomics and Bioinformatics, Case Wester Reserve University, Cleveland, OH 44106, USA;
| | - Joseph R. Calabrese
- Department of Psychiatry, University Hospitals Cleveland Medical Center, 10524 Euclid Avenue, 12th Floor, Cleveland, OH 44106, USA;
- Department of Psychiatry, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Eric Christian
- CellPrint Biotechnology LLC, Cleveland, OH 44106, USA; (N.M.K.); (E.C.); (H.M.L.); (D.K.)
| | - Hillard M. Lazarus
- CellPrint Biotechnology LLC, Cleveland, OH 44106, USA; (N.M.K.); (E.C.); (H.M.L.); (D.K.)
- Department of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA
- Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - David Kaplan
- CellPrint Biotechnology LLC, Cleveland, OH 44106, USA; (N.M.K.); (E.C.); (H.M.L.); (D.K.)
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3
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Niemsiri V, Rosenthal SB, Nievergelt CM, Maihofer AX, Marchetto MC, Santos R, Shekhtman T, Alliey-Rodriguez N, Anand A, Balaraman Y, Berrettini WH, Bertram H, Burdick KE, Calabrese JR, Calkin CV, Conroy C, Coryell WH, DeModena A, Eyler LT, Feeder S, Fisher C, Frazier N, Frye MA, Gao K, Garnham J, Gershon ES, Goes FS, Goto T, Harrington GJ, Jakobsen P, Kamali M, Kelly M, Leckband SG, Lohoff FW, McCarthy MJ, McInnis MG, Craig D, Millett CE, Mondimore F, Morken G, Nurnberger JI, Donovan CO, Øedegaard KJ, Ryan K, Schinagle M, Shilling PD, Slaney C, Stapp EK, Stautland A, Tarwater B, Zandi PP, Alda M, Fisch KM, Gage FH, Kelsoe JR. Focal adhesion is associated with lithium response in bipolar disorder: evidence from a network-based multi-omics analysis. Mol Psychiatry 2024; 29:6-19. [PMID: 36991131 DOI: 10.1038/s41380-022-01909-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 11/14/2022] [Accepted: 12/02/2022] [Indexed: 03/31/2023]
Abstract
Lithium (Li) is one of the most effective drugs for treating bipolar disorder (BD), however, there is presently no way to predict response to guide treatment. The aim of this study is to identify functional genes and pathways that distinguish BD Li responders (LR) from BD Li non-responders (NR). An initial Pharmacogenomics of Bipolar Disorder study (PGBD) GWAS of lithium response did not provide any significant results. As a result, we then employed network-based integrative analysis of transcriptomic and genomic data. In transcriptomic study of iPSC-derived neurons, 41 significantly differentially expressed (DE) genes were identified in LR vs NR regardless of lithium exposure. In the PGBD, post-GWAS gene prioritization using the GWA-boosting (GWAB) approach identified 1119 candidate genes. Following DE-derived network propagation, there was a highly significant overlap of genes between the top 500- and top 2000-proximal gene networks and the GWAB gene list (Phypergeometric = 1.28E-09 and 4.10E-18, respectively). Functional enrichment analyses of the top 500 proximal network genes identified focal adhesion and the extracellular matrix (ECM) as the most significant functions. Our findings suggest that the difference between LR and NR was a much greater effect than that of lithium. The direct impact of dysregulation of focal adhesion on axon guidance and neuronal circuits could underpin mechanisms of response to lithium, as well as underlying BD. It also highlights the power of integrative multi-omics analysis of transcriptomic and genomic profiling to gain molecular insights into lithium response in BD.
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Affiliation(s)
- Vipavee Niemsiri
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Sara Brin Rosenthal
- Center for Computational Biology and Bioinformatics, University of California, San Diego, La Jolla, CA, USA
| | | | - Adam X Maihofer
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Maria C Marchetto
- Department of Anthropology, University of California, San Diego, La Jolla, CA, USA
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Renata Santos
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA, USA
- University of Paris, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1261266, Laboratory of Dynamics of Neuronal Structure in Health and Disease, Paris, France
| | - Tatyana Shekhtman
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Ney Alliey-Rodriguez
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA
- Department of Psychiatry and Behavioral Neuroscience, Northwestern University, Chicago, IL, USA
| | - Amit Anand
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Yokesh Balaraman
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Wade H Berrettini
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
| | - Holli Bertram
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Katherine E Burdick
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Joseph R Calabrese
- Mood Disorders Program, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Mood Disorders Program, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Cynthia V Calkin
- Department of Psychiatry and Medical Neuroscience, Dalhousie University, Halifax, NS, Canada
| | - Carla Conroy
- Mood Disorders Program, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Mood Disorders Program, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | | | - Anna DeModena
- Psychiatry Service, VA San Diego Healthcare System, San Diego, CA, USA
| | - Lisa T Eyler
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Scott Feeder
- Department of Psychiatry, The Mayo Clinic, Rochester, MN, USA
| | - Carrie Fisher
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Nicole Frazier
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Mark A Frye
- Department of Psychiatry, The Mayo Clinic, Rochester, MN, USA
| | - Keming Gao
- Mood Disorders Program, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Mood Disorders Program, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Julie Garnham
- Department of Psychiatry, Dalhousie University, Halifax, NS, Canada
| | - Elliot S Gershon
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA
| | - Fernando S Goes
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Toyomi Goto
- Mood Disorders Program, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | | | - Petter Jakobsen
- Norment, Division of Psychiatry, Haukeland University Hospital and Department of Clinical medicine, University of Bergen, Bergen, Norway
| | - Masoud Kamali
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Marisa Kelly
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Susan G Leckband
- Psychiatry Service, VA San Diego Healthcare System, San Diego, CA, USA
| | - Falk W Lohoff
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
| | - Michael J McCarthy
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Melvin G McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - David Craig
- Department of Translational Genomics, University of Southern California, Los Angeles, CA, USA
| | - Caitlin E Millett
- Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Francis Mondimore
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Gunnar Morken
- Division of Mental Health Care, St Olavs University Hospital, and Department of Mental Health, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - John I Nurnberger
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
- Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Ketil J Øedegaard
- Norment, Division of Psychiatry, Haukeland University Hospital and Department of Clinical medicine, University of Bergen, Bergen, Norway
| | - Kelly Ryan
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Martha Schinagle
- Mood Disorders Program, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Paul D Shilling
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Claire Slaney
- Department of Psychiatry, Dalhousie University, Halifax, NS, Canada
| | - Emma K Stapp
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Andrea Stautland
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Bruce Tarwater
- Department of Psychiatry, University of Iowa, Iowa City, IA, USA
| | - Peter P Zandi
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Martin Alda
- Department of Psychiatry, Dalhousie University, Halifax, NS, Canada
- National Institute of Mental Health, Klecany, Czech Republic
| | - Kathleen M Fisch
- Center for Computational Biology and Bioinformatics, University of California, San Diego, La Jolla, CA, USA
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Fred H Gage
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - John R Kelsoe
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA.
- Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA, USA.
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Nievergelt CM, Maihofer AX, Atkinson EG, Chen CY, Choi KW, Coleman JR, Daskalakis NP, Duncan LE, Polimanti R, Aaronson C, Amstadter AB, Andersen SB, Andreassen OA, Arbisi PA, Ashley-Koch AE, Austin SB, Avdibegoviç E, Babic D, Bacanu SA, Baker DG, Batzler A, Beckham JC, Belangero S, Benjet C, Bergner C, Bierer LM, Biernacka JM, Bierut LJ, Bisson JI, Boks MP, Bolger EA, Brandolino A, Breen G, Bressan RA, Bryant RA, Bustamante AC, Bybjerg-Grauholm J, Bækvad-Hansen M, Børglum AD, Børte S, Cahn L, Calabrese JR, Caldas-de-Almeida JM, Chatzinakos C, Cheema S, Clouston SAP, Colodro-Conde L, Coombes BJ, Cruz-Fuentes CS, Dale AM, Dalvie S, Davis LK, Deckert J, Delahanty DL, Dennis MF, deRoon-Cassini T, Desarnaud F, DiPietro CP, Disner SG, Docherty AR, Domschke K, Dyb G, Kulenovic AD, Edenberg HJ, Evans A, Fabbri C, Fani N, Farrer LA, Feder A, Feeny NC, Flory JD, Forbes D, Franz CE, Galea S, Garrett ME, Gelaye B, Gelernter J, Geuze E, Gillespie CF, Goci A, Goleva SB, Gordon SD, Grasser LR, Guindalini C, Haas M, Hagenaars S, Hauser MA, Heath AC, Hemmings SM, Hesselbrock V, Hickie IB, Hogan K, Hougaard DM, Huang H, Huckins LM, Hveem K, Jakovljevic M, Javanbakht A, Jenkins GD, Johnson J, Jones I, Jovanovic T, Karstoft KI, Kaufman ML, Kennedy JL, Kessler RC, Khan A, Kimbrel NA, King AP, Koen N, Kotov R, Kranzler HR, Krebs K, Kremen WS, Kuan PF, Lawford BR, Lebois LAM, Lehto K, Levey DF, Lewis C, Liberzon I, Linnstaedt SD, Logue MW, Lori A, Lu Y, Luft BJ, Lupton MK, Luykx JJ, Makotkine I, Maples-Keller JL, Marchese S, Marmar C, Martin NG, MartÍnez-Levy GA, McAloney K, McFarlane A, McLaughlin KA, McLean SA, Medland SE, Mehta D, Meyers J, Michopoulos V, Mikita EA, Milani L, Milberg W, Miller MW, Morey RA, Morris CP, Mors O, Mortensen PB, Mufford MS, Nelson EC, Nordentoft M, Norman SB, Nugent NR, O'Donnell M, Orcutt HK, Pan PM, Panizzon MS, Pathak GA, Peters ES, Peterson AL, Peverill M, Pietrzak RH, Polusny MA, Porjesz B, Powers A, Qin XJ, Ratanatharathorn A, Risbrough VB, Roberts AL, Rothbaum BO, Rothbaum AO, Roy-Byrne P, Ruggiero KJ, Rung A, Runz H, Rutten BPF, de Viteri SS, Salum GA, Sampson L, Sanchez SE, Santoro M, Seah C, Seedat S, Seng JS, Shabalin A, Sheerin CM, Silove D, Smith AK, Smoller JW, Sponheim SR, Stein DJ, Stensland S, Stevens JS, Sumner JA, Teicher MH, Thompson WK, Tiwari AK, Trapido E, Uddin M, Ursano RJ, Valdimarsdóttir U, van den Heuvel LL, Van Hooff M, van Rooij SJ, Vermetten E, Vinkers CH, Voisey J, Wang Z, Wang Y, Waszczuk M, Weber H, Wendt FR, Werge T, Williams MA, Williamson DE, Winsvold BS, Winternitz S, Wolf EJ, Wolf C, Xia Y, Xiong Y, Yehuda R, Young RM, Young KA, Zai CC, Zai GC, Zervas M, Zhao H, Zoellner LA, Zwart JA, Stein MB, Ressler KJ, Koenen KC. Discovery of 95 PTSD loci provides insight into genetic architecture and neurobiology of trauma and stress-related disorders. medRxiv 2023:2023.08.31.23294915. [PMID: 37693460 PMCID: PMC10491375 DOI: 10.1101/2023.08.31.23294915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Abstract
Posttraumatic stress disorder (PTSD) genetics are characterized by lower discoverability than most other psychiatric disorders. The contribution to biological understanding from previous genetic studies has thus been limited. We performed a multi-ancestry meta-analysis of genome-wide association studies across 1,222,882 individuals of European ancestry (137,136 cases) and 58,051 admixed individuals with African and Native American ancestry (13,624 cases). We identified 95 genome-wide significant loci (80 novel). Convergent multi-omic approaches identified 43 potential causal genes, broadly classified as neurotransmitter and ion channel synaptic modulators (e.g., GRIA1, GRM8, CACNA1E ), developmental, axon guidance, and transcription factors (e.g., FOXP2, EFNA5, DCC ), synaptic structure and function genes (e.g., PCLO, NCAM1, PDE4B ), and endocrine or immune regulators (e.g., ESR1, TRAF3, TANK ). Additional top genes influence stress, immune, fear, and threat-related processes, previously hypothesized to underlie PTSD neurobiology. These findings strengthen our understanding of neurobiological systems relevant to PTSD pathophysiology, while also opening new areas for investigation.
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Mishra HK, Wei H, Rohr KE, Ko I, Nievergelt CM, Maihofer AX, Shilling PD, Alda M, Berrettini WH, Brennand KJ, Calabrese JR, Coryell WH, Frye M, Gage F, Gershon E, McInnis MG, Nurnberger J, Oedegaard KJ, Zandi PP, Kelsoe JR, McCarthy MJ. Contributions of circadian clock genes to cell survival in fibroblast models of lithium-responsive bipolar disorder. Eur Neuropsychopharmacol 2023; 74:1-14. [PMID: 37126998 DOI: 10.1016/j.euroneuro.2023.04.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 04/07/2023] [Accepted: 04/11/2023] [Indexed: 05/03/2023]
Abstract
Bipolar disorder (BD) is characterized by mood episodes, disrupted circadian rhythms and gray matter reduction in the brain. Lithium is an effective pharmacotherapy for BD, but not all patients respond to treatment. Lithium has neuroprotective properties and beneficial effects on circadian rhythms that may distinguish lithium responders (Li-R) from non-responders (Li-NR). The circadian clock regulates molecular pathways involved in apoptosis and cell survival, but how this overlap impacts BD and/or lithium responsiveness is unknown. In primary fibroblasts from Li-R/Li-NR BD patients and controls, we found patterns of co-expression among circadian clock and cell survival genes that distinguished BD vs. control, and Li-R vs. Li-NR cells. In cellular models of apoptosis using staurosporine (STS), lithium preferentially protected fibroblasts against apoptosis in BD vs. control samples, regardless of Li-R/Li-NR status. When examining the effects of lithium treatment of cells in vitro, caspase activation by lithium correlated with period alteration, but the relationship differed in control, Li-R and Li-NR samples. Knockdown of Per1 and Per3 in mouse fibroblasts altered caspase activity, cell death and circadian rhythms in an opposite manner. In BD cells, genetic variation in PER1 and PER3 predicted sensitivity to apoptosis in a manner consistent with knockdown studies. We conclude that distinct patterns of coordination between circadian clock and cell survival genes in BD may help predict lithium response.
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Affiliation(s)
- Himanshu K Mishra
- VA San Diego Healthcare System, San Diego, CA, USA; Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, CA, USA
| | - Heather Wei
- VA San Diego Healthcare System, San Diego, CA, USA; Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, CA, USA
| | - Kayla E Rohr
- VA San Diego Healthcare System, San Diego, CA, USA; Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, CA, USA
| | - Insu Ko
- Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, CA, USA
| | - Caroline M Nievergelt
- Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, CA, USA
| | - Adam X Maihofer
- Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, CA, USA
| | - Paul D Shilling
- Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, CA, USA
| | - Martin Alda
- Department of Psychiatry, Dalhousie University Halifax, Canada
| | - Wade H Berrettini
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
| | - Kristen J Brennand
- Departments of Neuroscience and Psychiatry, Icahn School of Medicine at Mt Sinai, USA
| | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | | | - Mark Frye
- Department of Psychiatry, Mayo Clinic Rochester, MN, USA
| | - Fred Gage
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Elliot Gershon
- Department of Psychiatry, University of Chicago, Chicago, IL, USA
| | - Melvin G McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - John Nurnberger
- Department of Psychiatry, Indiana University, Indianapolis, IN, USA
| | - Ketil J Oedegaard
- Section for Psychiatry, University of Bergen and Norment and KG Jebsen Centre for Neuropsychiatry, Division of Psychiatry Haukeland University Hospital, Bergen, Norway
| | - Peter P Zandi
- Department of Psychiatry, Johns Hopkins University, Baltimore, MD, USA
| | - John R Kelsoe
- Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, CA, USA
| | - Michael J McCarthy
- VA San Diego Healthcare System, San Diego, CA, USA; Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, CA, USA.
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6
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Gao K, Ayati M, Kaye NM, Koyuturk M, Calabrese JR, Ganocy SJ, Lazarus HM, Christian E, Kaplan D. Differences in intracellular protein levels in monocytes and CD4 + lymphocytes between bipolar depressed patients and healthy controls: A pilot study with tyramine-based signal-amplified flow cytometry. J Affect Disord 2023; 328:116-127. [PMID: 36806598 DOI: 10.1016/j.jad.2023.02.058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 01/30/2023] [Accepted: 02/13/2023] [Indexed: 02/18/2023]
Abstract
BACKGROUND Molecular biomarkers for bipolar disorder (BD) that distinguish it from other manifestations of depressive symptoms remain unknown. The aim of this study was to determine if a very sensitive tyramine-based signal-amplification technology for flow cytometry (CellPrint™) could facilitate the identification of cell-specific analyte expression profiles of peripheral blood cells for bipolar depression (BPD) versus healthy controls (HCs). METHODS The diagnosis of psychiatric disorders was ascertained with Mini International Neuropsychiatric Interview for DSM-5. Expression levels for eighteen protein analytes previously shown to be related to bipolar disorder were assessed with CellPrint™ in CD4+ T cells and monocytes of bipolar patients and HCs. Implementation of protein-protein interaction (PPI) network and pathway analysis was subsequently used to identify new analytes and pathways for subsequent interrogations. RESULTS Fourteen drug-naïve or -free patients with bipolar I or II depression and 17 healthy controls (HCs) were enrolled. The most distinguishable changes in analyte expression based on t-tests included GSK3β, HMGB1, IRS2, phospho-GSK3αβ, phospho-RELA, and TSPO in CD4+ T cells and calmodulin, GSK3β, IRS2, and phospho-HS1 in monocytes. Subsequent PPI and pathway analysis indicated that prolactin, leptin, BDNF, and interleukin-3 signal pathways were significantly different between bipolar patients and HCs. LIMITATION The sample size of the study was small and 2 patients were on medications. CONCLUSION In this pilot study, CellPrint™ was able to detect differences in cell-specific protein levels between BPD patients and HCs. A subsequent study including samples from patients with BPD, major depressive disorder, and HCs is warranted.
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Affiliation(s)
- Keming Gao
- Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, OH, United States of America; Case Western Reserve University School of Medicine, Cleveland, OH, United States of America.
| | - Marzieh Ayati
- Department of Computer Science, University of Texas Rio Grande Valley, Edinburg, TX, United States of America
| | - Nicholas M Kaye
- CellPrint Biotechnology, Cleveland, OH, United States of America
| | - Mehmet Koyuturk
- Department of Computer and Data Sciences, Center for Proteomics and Bioinformatics, Case Western Reserve University, Cleveland, OH, United States of America
| | - Joseph R Calabrese
- Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, OH, United States of America; Case Western Reserve University School of Medicine, Cleveland, OH, United States of America
| | - Stephen J Ganocy
- Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, OH, United States of America; Case Western Reserve University School of Medicine, Cleveland, OH, United States of America
| | - Hillard M Lazarus
- Case Western Reserve University School of Medicine, Cleveland, OH, United States of America; CellPrint Biotechnology, Cleveland, OH, United States of America; Department of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States of America
| | - Eric Christian
- CellPrint Biotechnology, Cleveland, OH, United States of America
| | - David Kaplan
- CellPrint Biotechnology, Cleveland, OH, United States of America
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Gao K, Kaye NM, Ayati M, Koyuturk M, Calabrese JR, Christian E, Lazarus HM, Kaplan D. Divergent Directionality of Immune Cell-Specific Protein Expression between Bipolar Lithium Responders and Non-Responders Revealed by Enhanced Flow Cytometry. Medicina (B Aires) 2023; 59:medicina59010120. [PMID: 36676744 PMCID: PMC9860624 DOI: 10.3390/medicina59010120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 01/02/2023] [Accepted: 01/05/2023] [Indexed: 01/11/2023] Open
Abstract
Background and Objectives: There is no biomarker to predict lithium response. This study used CellPrint™ enhanced flow cytometry to study 28 proteins representing a spectrum of cellular pathways in monocytes and CD4+ lymphocytes before and after lithium treatment in patients with bipolar disorder (BD). Materials and Methods: Symptomatic patients with BD type I or II received lithium (serum level ≥ 0.6 mEq/L) for 16 weeks. Patients were assessed with standard rating scales and divided into two groups, responders (≥50% improvement from baseline) and non-responders. Twenty-eight intracellular proteins in CD4+ lymphocytes and monocytes were analyzed with CellPrint™, an enhanced flow cytometry procedure. Data were analyzed for differences in protein expression levels. Results: The intent-to-treat sample included 13 lithium-responders (12 blood samples before treatment and 9 after treatment) and 11 lithium-non-responders (11 blood samples before treatment and 4 after treatment). No significant differences in expression between the groups was observed prior to lithium treatment. After treatment, the majority of analytes increased expression in responders and decreased expression in non-responders. Significant increases were seen for PDEB4 and NR3C1 in responders. A significant decrease was seen for NR3C1 in non-responders. Conclusions: Lithium induced divergent directionality of protein expression depending on the whether the patient was a responder or non-responder, elucidating molecular characteristics of lithium responsiveness. A subsequent study with a larger sample size is warranted.
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Affiliation(s)
- Keming Gao
- Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA
- Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
- Correspondence: ; Tel.: +1-216-844-2400; Fax: +1-214-844-2877
| | | | - Marzieh Ayati
- Department of Computer Science, University of Texas Rio Grande Valley, Edinburg, TX 78539, USA
| | - Mehmet Koyuturk
- Department of Computer and Data Sciences, Center for Proteomics and Bioinformatics, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Joseph R. Calabrese
- Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA
- Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | | | - Hillard M. Lazarus
- Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
- CellPrint Biotechnology, Cleveland, OH 44106, USA
| | - David Kaplan
- CellPrint Biotechnology, Cleveland, OH 44106, USA
- Department of Medicine-Hematology/Oncology, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA
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Köhler-Forsberg O, Sylvia LG, Thase M, Calabrese JR, Tohen M, Bowden CL, McInnis M, Iosifescu DV, Kocsis JH, Friedman ES, Ketter TA, McElroy SL, Shelton RC, Fung V, Ostacher MJ, Nierenberg AA. Lithium plus antipsychotics or anticonvulsants for bipolar disorder: Comparing clinical response and metabolic changes. Aust N Z J Psychiatry 2023; 57:93-103. [PMID: 35164524 DOI: 10.1177/00048674221077619] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
OBJECTIVE Patients with bipolar disorder treated with lithium often require additional antipsychotics or anticonvulsants. However, the comparative effectiveness and safety of these agents as add-on to lithium has not been studied. METHODS This secondary analysis combined two similar 24-week trials on outpatients with bipolar disorder randomized to lithium (target serum level 0.4-0.6 mEq/L). Guideline-based adjunctive antipsychotics (Li+AP) and anticonvulsants (Li+AC) could be used if clinically indicated and was assessed at every study visit. Response was measured on the Clinical Global Impression scale and we performed adjusted mixed effects linear regression analyses. Analysis of variance tests compared metabolic measures including a binary diagnosis of metabolic syndrome before and after 24 weeks of treatment. RESULTS Among 379 outpatients (57% female, mean age 38 years, mean Clinical Global Impression 4.4), users of Li+AP (N = 50, primarily quetiapine and aripiprazole) improved to a similar degree (mean Clinical Global Impression improvement = 1.6, standard deviation = 1.5) as those using lithium-only (i.e. without adjunctive antipsychotics or anticonvulsants, N = 149, mean Clinical Global Impression improvement = 1.7, standard deviation = 1.4) (p = 0.59). Users of Li+AC (N = 107, primarily lamotrigine and valproate, mean Clinical Global Impression improvement = 1.2, standard deviation = 1.3) and users of Li+AP+AC (N = 73, mean Clinical Global Impression improvement = 1.1, standard deviation = 1.3) showed worse response compared to lithium-only users (all p < 0.01). When comparing Li+AP to Li+AC, users of Li+AP improved slightly better on general (p = 0.05) and manic symptoms (p = 0.01), but showed a worse development of glucose, triglycerides, and metabolic syndrome. CONCLUSION Despite treatment-by-indication confounding, these findings are relevant for real-world treatment settings and emphasize the need for randomized trials on this clinically important topic.
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Affiliation(s)
- Ole Köhler-Forsberg
- Psychosis Research Unit, Aarhus University Hospital - Psychiatry, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Denmark
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Louisa G Sylvia
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Michael Thase
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
| | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | - Mauricio Tohen
- Department of Psychiatry, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Charles L Bowden
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX, USA
| | - Melvin McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Dan V Iosifescu
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - James H Kocsis
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, USA
| | - Edward S Friedman
- Department of Psychiatry, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Terence A Ketter
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, Stanford, CA, USA
| | - Susan L McElroy
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Department of Psychiatry, Lindner Center of HOPE, Mason, OH, USA
| | - Richard C Shelton
- Department of Psychiatry, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Vicki Fung
- Department of Psychiatry, Mongan Institute, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Michael J Ostacher
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, Stanford, CA, USA
| | - Andrew A Nierenberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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9
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Durgam S, Chen R, Calabrese JR, Sachs GS. Treatments for Depression in Bipolar II Disorder. Am J Psychiatry 2022; 179:688-690. [PMID: 36048493 DOI: 10.1176/appi.ajp.22010081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Suresh Durgam
- Intra-Cellular Therapies, Inc., New York (Durgam, Chen); Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
| | - Richard Chen
- Intra-Cellular Therapies, Inc., New York (Durgam, Chen); Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
| | - Joseph R Calabrese
- Intra-Cellular Therapies, Inc., New York (Durgam, Chen); Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
| | - Gary S Sachs
- Intra-Cellular Therapies, Inc., New York (Durgam, Chen); Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
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10
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Federoff M, McCarthy MJ, Anand A, Berrettini WH, Bertram H, Bhattacharjee A, Calkin CV, Conroy C, Coryell WH, D'Arcangelo N, DeModena A, Fisher C, Feeder S, Frazier N, Frye MA, Gao K, Garnham J, Gershon ES, Alliey-Rodriguez N, Glazer K, Goes F, Karberg T, Harrington G, Jakobsen P, Kamali M, Kelly M, Leckband SG, Lohoff F, Maihofer AX, McInnis MG, Mondimore F, Morken G, Nurnberger JI, Oedegaard KJ, Ritchey M, Ryan K, Schinagle M, Schoeyen H, Schwebel C, Shaw M, Shilling PD, Slaney C, Stautland A, Tarwater B, Calabrese JR, Alda M, Nievergelt CM, Zandi PP, Kelsoe JR. Correction of depression-associated circadian rhythm abnormalities is associated with lithium response in bipolar disorder. Bipolar Disord 2022; 24:521-529. [PMID: 34825444 DOI: 10.1111/bdi.13162] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND Bipolar disorder (BD) is characterized by episodes of depression and mania and disrupted circadian rhythms. Lithium is an effective therapy for BD, but only 30%-40% of patients are fully responsive. Preclinical models show that lithium alters circadian rhythms. However, it is unknown if the circadian rhythm effects of lithium are essential to its therapeutic properties. METHODS In secondary analyses of a multi-center, prospective, trial of lithium for BD, we examined the relationship between circadian rhythms and therapeutic response to lithium. Using standardized instruments, we measured morningness, diurnal changes in mood, sleep, and energy (circadian rhythm disturbances) in a cross-sectional study of 386 BD subjects with varying lithium exposure histories. Next, we tracked symptoms of depression and mania prospectively over 12 weeks in a subset of 88 BD patients initiating treatment with lithium. Total, circadian, and affective mood symptoms were scored separately and analyzed. RESULTS Subjects with no prior lithium exposure had the most circadian disruption, while patients stable on lithium monotherapy had the least. Patients who were stable on lithium with another drug or unstable on lithium showed intermediate levels of disruption. Treatment with lithium for 12 weeks yielded significant reductions in total and affective depression symptoms. Lithium responders (Li-Rs) showed improvement in circadian symptoms of depression, but non-responders did not. There was no difference between Li-Rs and nonresponders in affective, circadian, or total symptoms of mania. CONCLUSIONS Exposure to lithium is associated with reduced circadian disruption. Lithium response at 12 weeks was selectively associated with the reduction of circadian depressive symptoms. We conclude that stabilization of circadian rhythms may be an important feature of lithium's therapeutic effects. CLINICAL TRIALS REGISTRY NCT0127253.
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Affiliation(s)
- Monica Federoff
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | - Michael J McCarthy
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA.,Department of Psychiatry, VA San Diego Healthcare System, La Jolla, California, USA
| | - Amit Anand
- Department of Psychiatry, Case Western Reserve University, Cleveland, Ohio, USA
| | - Wade H Berrettini
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | | | - Abesh Bhattacharjee
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA.,Department of Psychiatry, VA San Diego Healthcare System, La Jolla, California, USA
| | | | - Carla Conroy
- Department of Psychiatry, Case Western Reserve University, Cleveland, Ohio, USA
| | | | - Nicole D'Arcangelo
- Department of Psychiatry, Case Western Reserve University, Cleveland, Ohio, USA
| | - Anna DeModena
- Department of Psychiatry, VA San Diego Healthcare System, La Jolla, California, USA
| | - Carrie Fisher
- Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | | | | | | | - Keming Gao
- Department of Psychiatry, Case Western Reserve University, Cleveland, Ohio, USA
| | | | | | | | - Kara Glazer
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Fernando Goes
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Toyomi Karberg
- Department of Psychiatry, Case Western Reserve University, Cleveland, Ohio, USA
| | | | - Petter Jakobsen
- NORMENT, Division of Psychiatry, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, Norway
| | | | - Marisa Kelly
- University of Michigan, Ann Arbor, Michigan, USA
| | - Susan G Leckband
- Department of Psychiatry, VA San Diego Healthcare System, La Jolla, California, USA
| | - Falk Lohoff
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Adam X Maihofer
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | | | - Francis Mondimore
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Gunnar Morken
- Division of Psychiatry, St. Olav University Hospital of Trondheim and Department of Neuroscience, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - John I Nurnberger
- Departments of Psychiatry and Medical and Molecular Genetics, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Ketil J Oedegaard
- NORMENT, Division of Psychiatry, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Medicine, University of Bergen, Norway
| | - Megan Ritchey
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Kelly Ryan
- University of Michigan, Ann Arbor, Michigan, USA
| | - Martha Schinagle
- Department of Psychiatry, Case Western Reserve University, Cleveland, Ohio, USA
| | - Helle Schoeyen
- Department of Clinical Medicine, University of Bergen, Norway.,Clinic of Adult Psychiatry, Stavanger University Hospital, Stavanger, Norway
| | - Candice Schwebel
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Martha Shaw
- University of Chicago, Chicago, Illinois, USA
| | - Paul D Shilling
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | | | | | | | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, Ohio, USA
| | | | - Caroline M Nievergelt
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | - Peter P Zandi
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - John R Kelsoe
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
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11
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Wrobel AL, Köhler‐Forsberg O, Sylvia LG, Russell SE, Dean OM, Cotton SM, Thase M, Calabrese JR, Deckersbach T, Tohen M, Bowden CL, McInnis MG, Kocsis JH, Friedman ES, Ketter TA, Shelton RC, Ostacher MJ, Iosifescu DV, Berk M, Turner A, Nierenberg AA. Childhood trauma and treatment outcomes during mood-stabilising treatment with lithium or quetiapine among outpatients with bipolar disorder. Acta Psychiatr Scand 2022; 145:615-627. [PMID: 35243620 PMCID: PMC9310642 DOI: 10.1111/acps.13420] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 02/23/2022] [Accepted: 02/26/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Childhood trauma affects the course of mood disorders. Researchers are now considering childhood trauma as an influential factor in the treatment of mood disorders. However, the role of childhood trauma in the treatment of bipolar disorder remains understudied. METHODS The effect of childhood trauma on treatment outcomes was evaluated among participants randomised to treatment with lithium or quetiapine in the Clinical and Health Outcomes Initiatives in Comparative Effectiveness for Bipolar Disorder (Bipolar CHOICE) study by clinician assessment. Mixed effects linear regression models were used to analyse rates of improvement in symptom severity (assessed with the Bipolar Inventory of Symptoms Scale and the Clinical Global Impression Scale for Bipolar Disorder) and functional impairment (assessed with the Longitudinal Interval Follow-up Evaluation-Range of Impaired Functioning Tool). RESULTS A history of any childhood trauma was reported by 52.7% of the sample (N = 476). Although participants with a history of any childhood trauma presented with greater symptom severity and functional impairment at most study visits, participants with and without a history of any childhood trauma showed similar rates of improvement in symptom severity and functional impairment over the 24 weeks of treatment. CONCLUSION This is the first study to explore the association between childhood trauma and treatment outcomes during treatment with lithium or quetiapine in the context of a randomised trial. In Bipolar CHOICE, a history of childhood trauma did not inhibit improvement in symptom severity or functional impairment. Nevertheless, these findings need replication across different settings.
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Affiliation(s)
- Anna L. Wrobel
- IMPACT – The Institute for Mental and Physical Health and Clinical TranslationSchool of MedicineDeakin UniversityGeelongVictoriaAustralia,OrygenParkvilleVictoriaAustralia
| | - Ole Köhler‐Forsberg
- Psychosis Research UnitAarhus University Hospital PsychiatryAarhusDenmark,Department of Clinical MedicineAarhus UniversityAarhusDenmark,Department of PsychiatryMassachusetts General HospitalBostonMassachusettsUSA,Harvard Medical SchoolBostonMassachusettsUSA
| | - Louisa G. Sylvia
- Department of PsychiatryMassachusetts General HospitalBostonMassachusettsUSA,Harvard Medical SchoolBostonMassachusettsUSA
| | - Samantha E. Russell
- IMPACT – The Institute for Mental and Physical Health and Clinical TranslationSchool of MedicineDeakin UniversityGeelongVictoriaAustralia
| | - Olivia M. Dean
- IMPACT – The Institute for Mental and Physical Health and Clinical TranslationSchool of MedicineDeakin UniversityGeelongVictoriaAustralia,Florey Institute for Neuroscience and Mental HealthUniversity of MelbourneMelbourneVictoriaAustralia
| | - Sue M. Cotton
- OrygenParkvilleVictoriaAustralia,Centre for Youth Mental HealthThe University of MelbourneParkvilleVictoriaAustralia
| | - Michael Thase
- Department of PsychiatryUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | | | - Thilo Deckersbach
- Diploma HochschuleUniversity of Applied SciencesBad Sooden‐AllendorfGermany
| | - Mauricio Tohen
- Department of PsychiatryUniversity of New Mexico Health Science CenterAlbuquerqueNew MexicoUSA
| | - Charles L. Bowden
- Department of PsychiatryUniversity of Texas Health Science CenterSan AntonioTexasUSA
| | | | - James H. Kocsis
- Department of PsychiatryWeill Cornell Medical CollegeNew YorkNew YorkUSA
| | - Edward S. Friedman
- Department of PsychiatryUniversity of Pittsburgh Medical CenterPittsburghPennsylvaniaUSA
| | - Terence A. Ketter
- Department of Psychiatry and Behavioral SciencesStanford University School of MedicineStanfordCaliforniaUSA
| | - Richard C. Shelton
- Department of PsychiatryUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Michael J. Ostacher
- Department of Psychiatry and Behavioral SciencesStanford University School of MedicineStanfordCaliforniaUSA,Department of PsychiatryVeterans Affairs Palo Alto Health Care SystemPalo AltoCaliforniaUSA
| | - Dan V. Iosifescu
- NYU School of Medicine and Nathan Kline InstituteNew YorkNew YorkUSA
| | - Michael Berk
- IMPACT – The Institute for Mental and Physical Health and Clinical TranslationSchool of MedicineDeakin UniversityGeelongVictoriaAustralia,OrygenParkvilleVictoriaAustralia,Florey Institute for Neuroscience and Mental HealthUniversity of MelbourneMelbourneVictoriaAustralia,Centre for Youth Mental HealthThe University of MelbourneParkvilleVictoriaAustralia,Department of PsychiatryRoyal Melbourne HospitalUniversity of MelbourneParkvilleVictoriaAustralia
| | - Alyna Turner
- IMPACT – The Institute for Mental and Physical Health and Clinical TranslationSchool of MedicineDeakin UniversityGeelongVictoriaAustralia,School of Medicine and Public HealthUniversity of NewcastleCallaghanNew South WalesAustralia
| | - Andrew A. Nierenberg
- Department of PsychiatryMassachusetts General HospitalBostonMassachusettsUSA,Harvard Medical SchoolBostonMassachusettsUSA
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12
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Maihofer AX, Choi KW, Coleman JR, Daskalakis NP, Denckla CA, Ketema E, Morey RA, Polimanti R, Ratanatharathorn A, Torres K, Wingo AP, Zai CC, Aiello AE, Almli LM, Amstadter AB, Andersen SB, Andreassen OA, Arbisi PA, Ashley-Koch AE, Austin SB, Avdibegović E, Borglum AD, Babić D, Bækvad-Hansen M, Baker DG, Beckham JC, Bierut LJ, Bisson JI, Boks MP, Bolger EA, Bradley B, Brashear M, Breen G, Bryant RA, Bustamante AC, Bybjerg-Grauholm J, Calabrese JR, Caldas-de-Almeida JM, Chen CY, Dale AM, Dalvie S, Deckert J, Delahanty DL, Dennis MF, Disner SG, Domschke K, Duncan LE, Kulenović AD, Erbes CR, Evans A, Farrer LA, Feeny NC, Flory JD, Forbes D, Franz CE, Galea S, Garrett ME, Gautam A, Gelaye B, Gelernter J, Geuze E, Gillespie CF, Goçi A, Gordon SD, Guffanti G, Hammamieh R, Hauser MA, Heath AC, Hemmings SM, Hougaard DM, Jakovljević M, Jett M, Johnson EO, Jones I, Jovanovic T, Qin XJ, Karstoft KI, Kaufman ML, Kessler RC, Khan A, Kimbrel NA, King AP, Koen N, Kranzler HR, Kremen WS, Lawford BR, Lebois LA, Lewis C, Liberzon I, Linnstaedt SD, Logue MW, Lori A, Lugonja B, Luykx JJ, Lyons MJ, Maples-Keller JL, Marmar C, Martin NG, Maurer D, Mavissakalian MR, McFarlane A, McGlinchey RE, McLaughlin KA, McLean SA, Mehta D, Mellor R, Michopoulos V, Milberg W, Miller MW, Morris CP, Mors O, Mortensen PB, Nelson EC, Nordentoft M, Norman SB, O’Donnell M, Orcutt HK, Panizzon MS, Peters ES, Peterson AL, Peverill M, Pietrzak RH, Polusny MA, Rice JP, Risbrough VB, Roberts AL, Rothbaum AO, Rothbaum BO, Roy-Byrne P, Ruggiero KJ, Rung A, Rutten BP, Saccone NL, Sanchez SE, Schijven D, Seedat S, Seligowski AV, Seng JS, Sheerin CM, Silove D, Smith AK, Smoller JW, Sponheim SR, Stein DJ, Stevens JS, Teicher MH, Thompson WK, Trapido E, Uddin M, Ursano RJ, van den Heuvel LL, Van Hooff M, Vermetten E, Vinkers C, Voisey J, Wang Y, Wang Z, Werge T, Williams MA, Williamson DE, Winternitz S, Wolf C, Wolf EJ, Yehuda R, Young KA, Young RM, Zhao H, Zoellner LA, Haas M, Lasseter H, Provost AC, Salem RM, Sebat J, Shaffer RA, Wu T, Ripke S, Daly MJ, Ressler KJ, Koenen KC, Stein MB, Nievergelt CM. Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information. Biol Psychiatry 2022; 91:626-636. [PMID: 34865855 PMCID: PMC8917986 DOI: 10.1016/j.biopsych.2021.09.020] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 08/25/2021] [Accepted: 09/21/2021] [Indexed: 01/12/2023]
Abstract
BACKGROUND 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.
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13
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Kuperberg M, Köhler-Forsberg O, Shannon AP, George N, Greenebaum S, Bowden CL, Calabrese JR, Thase M, Shelton RC, McInnis M, Deckersbach T, Tohen M, Kocsis JH, Ketter TA, Friedman ES, Iosifescu DV, Ostacher MJ, Sylvia LG, McElroy SL, Nierenberg AA. Cardiometabolic risk markers during mood-stabilizing treatment: Correlation with drug-specific effects, depressive symptoms and treatment response. J Affect Disord 2022; 300:41-49. [PMID: 34952123 DOI: 10.1016/j.jad.2021.12.047] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 12/05/2021] [Accepted: 12/18/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND Patients with bipolar disorder have higher rates of cardiometabolic comorbidities and mortality. Although guidelines emphasize the importance of cardiovascular monitoring, few studies characterized the cardiometabolic risk profile during treatment and their relation to symptomatology and treatment response. METHODS We analyzed data from two similar 24-weeks comparative effectiveness trials, with a combined sample of 770 participants randomized to two different lithium doses, quetiapine (300 mg/day), or standard treatment without lithium. Glucose, lipids and vital signs were measured before and after 24 weeks of treatment. We calculated several cardiovascular risk scores, assessed baseline correlations and compared the four treatment arms via multiple linear regression models. RESULTS Higher cholesterol and LDL levels were associated with greater depression severity, showing differential correlations to specific symptoms, particularly agitation, low energy and suicidality. Those randomized to quetiapine showed a significant worsening of cardiometabolic markers during the 24-week trial. Neither baseline nor change in lipid levels correlated with differential treatment response. LIMITATIONS Study duration was short from the perspective of cardiometabolic risk markers, and all treatment arms included patients taking adjunct antipsychotics. The trials compared quetiapine to lithium, but not to other medications known to affect similar risk factors. CONCLUSIONS Treatment with 300 mg/day quetiapine for 24 weeks, representing a short and common dose course, resulted in increased cardiometabolic risk markers, emphasizing the importance of monitoring during mood-stabilizing treatment. The symptom-specific associations are in line with previous studies in unipolar depression, suggesting a cardiometabolic-depression link that needs to be further studied in bipolar depression.
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Affiliation(s)
- Maya Kuperberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| | - Ole Köhler-Forsberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Psychosis Research Unit, Aarhus University Hospital - Psychiatry, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Alec P Shannon
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Nevita George
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Sophie Greenebaum
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Charles L Bowden
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX, USA
| | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | - Michael Thase
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
| | - Richard C Shelton
- Department of Psychiatry, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Melvin McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Thilo Deckersbach
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Mauricio Tohen
- Department of Psychiatry, University of New Mexico Health Science Center, Albuquerque, NM, USA
| | - James H Kocsis
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, USA
| | - Terence A Ketter
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Edward S Friedman
- Department of Psychiatry, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Dan V Iosifescu
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Michael J Ostacher
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Louisa G Sylvia
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Susan L McElroy
- Department of Psychiatry and Behavioral Neuroscience, OH and Lindner Center of HOPE, University of Cincinnati College of Medicine, Cincinnati, Mason, OH, USA
| | - Andrew A Nierenberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
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14
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Gao* K, Ayati* M, Koyuturk M, Calabrese JR, Ganocy SJ, Kaye NM, Lazarus HM, Christian E, Kaplan D. Protein Biomarkers in Monocytes and CD4 + Lymphocytes for Predicting Lithium Treatment Response of Bipolar Disorder: a Feasibility Study with Tyramine-Based Signal-Amplified Flow Cytometry. Psychopharmacol Bull 2022; 52:8-35. [PMID: 35342205 PMCID: PMC8896753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 02/27/2023]
Abstract
Purpose To determine if enhanced flow cytometry (CellPrint™) can identify intracellular proteins of lithium responsiveness in monocytes and CD4+ lymphocytes from patients with bipolar disorder. Methods Eligible bipolar I or II patients were openly treated with lithium for 16-weeks. Baseline levels of Bcl2, BDNF, calmodulin, Fyn, phospho-Fyn/phospho-Yes, GSK3β, phospho-GSK3αβ, HMGB1, iNOS, IRS2, mTor, NLPR3, PGM1, PKA C-α, PPAR-γ, phospho-RelA, and TPH1 in monocytes and CD4+ lymphocytes of lithium responders and non-responders were measured with CellPrint™. Their utility of discriminating responders from non-responders was explored. Protein-protein network and pathway enrichment analyses were conducted. Results Of the 24 intent-to-treat patients, 12 patients completed the 16-week study. Eleven of 13 responders and 8 of 11 non-responders were available for this analysis. The levels of the majority of analytes in lithium responders were lower than non-responders in both cell types, but only the level of GSK3β in monocytes was significantly different (p = 0.034). The combination of GSK3β and phospho-GSK3αβ levels in monocytes correctly classified 11/11 responders and 5/8 non-responders. Combination of GSK3β, phospho-RelA, TPH1 and PGM1 correctly classified 10/11 responders and 6/7 non-responders, both with a likelihood of ≥ 85%. Prolactin, leptin, BDNF, neurotrophin, and epidermal growth factor/epidermal growth factor receptor signaling pathways are involved in the lithium treatment response. GSK3β and RelA genes are involved in 4 of 5 these pathways. Conclusion CellPrint™ flow cytometry was able to detect differences in multiple proteins in monocytes and CD4+ lymphocytes between lithium responders and non-responders. A large study is warranted to confirm or refute these findings.
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15
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Sweet JA, Gao K, Chen Z, Tatsuoka C, Calabrese JR, Sajatovic M, Miller JP, McIntyre CC. Cingulum bundle connectivity in treatment-refractory compared to treatment-responsive patients with bipolar disorder and healthy controls: a tractography and surgical targeting analysis. J Neurosurg 2022; 137:1-13. [PMID: 35061996 PMCID: PMC10193487 DOI: 10.3171/2021.11.jns211833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 11/15/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The clinical response of patients with bipolar disorder to medical treatment is variable. A better understanding of the underlying neural circuitry involved in bipolar treatment responsivity subtypes may provide insight into treatment resistance and aid in identifying an effective surgical target for deep brain stimulation (DBS) specific to the disorder. Despite considerable imaging research related to the disease, a paucity of comparative imaging analyses of treatment responsiveness exists. There are also no DBS targets designed expressly for patients with bipolar disorder. Therefore, the authors analyzed cingulum bundle axonal connectivity in relation to cortico-striatal-thalamo-cortical (CSTC) loops implicated in bipolar disorder across subjects who are responsive to treatment (RSP) and those who are refractory to therapy (REF), compared to healthy controls (HCs). METHODS Twenty-five subjects with bipolar disorder (13 RSP and 12 REF), diagnosed using the Mini International Neuropsychiatric Interview and classified with standardized rating scales, and 14 HCs underwent MRI with diffusion sequences for probabilistic diffusion-weighted tractography analysis. Image processing and tractography were performed using MRTrix. Region of interest (ROI) masks were created manually for 10 anterior cingulum bundle subregions, including surgical targets previously evaluated for the treatment of bipolar disorder (cingulotomy and subgenual cingulate DBS targets). Cortical and subcortical ROIs of brain areas thought to be associated with bipolar disorder and described in animal tract-tracing models were created via FreeSurfer. The number of axonal projections from the cingulum bundle subregion ROIs to cortical/subcortical ROIs for each group was compared. RESULTS Significant differences were found across groups involving cingulum bundle and CSTC loops. Subjects in the RSP group had increased connections from rostral cingulum bundle to medial orbitofrontal cortex, which is part of the limbic CSTC loop, whereas subjects in the REF group had increased connectivity from rostral cingulum bundle to thalamus. Additionally, compared to HCs, both RSP and REF subjects had decreased cingulum bundle dorsal connectivity (dorsal anterior/posterior cingulate, dorsomedial/lateral frontal cortex) and increased cingulum bundle ventral connectivity (subgenual cingulate, frontal pole, lateral orbitofrontal cortex) involving limbic and associative CSTC loops. CONCLUSIONS Findings demonstrate that bipolar treatment responsivity may be associated with significant differences in cingulum bundle connectivity in relation to CSTC loops, which may help identify a surgical target for bipolar disorder treatment via DBS in the future.
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Affiliation(s)
- Jennifer A. Sweet
- Department of Neurosurgery, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine
| | - Keming Gao
- Department of Psychiatry, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine
| | - Zhengyi Chen
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine; and
| | - Curtis Tatsuoka
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine; and
| | - Joseph R. Calabrese
- Department of Psychiatry, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine
| | - Martha Sajatovic
- Department of Psychiatry, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine
| | - Jonathan P. Miller
- Department of Neurosurgery, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine
| | - Cameron C. McIntyre
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio
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16
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Calabrese JR, Durgam S, Satlin A, Vanover KE, Davis RE, Chen R, Kozauer SG, Mates S, Sachs GS. Efficacy and Safety of Lumateperone for Major Depressive Episodes Associated With Bipolar I or Bipolar II Disorder: A Phase 3 Randomized Placebo-Controlled Trial. Am J Psychiatry 2021; 178:1098-1106. [PMID: 34551584 DOI: 10.1176/appi.ajp.2021.20091339] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE In a phase 3 randomized double-blind placebo-controlled study, the authors investigated the efficacy and safety of 42 mg/day of lumateperone in patients with bipolar I or bipolar II disorder experiencing a major depressive episode. METHODS Patients 18-75 years old with a clinical diagnosis of bipolar I or bipolar II disorder and experiencing a major depressive episode were eligible for the study. Patients were randomized in a 1:1 ratio to receive 42 mg/day of lumateperone (N=188) or placebo (N=189), administered orally once daily in the evening for 6 weeks. The primary and key secondary efficacy endpoints were change from baseline to day 43 in score on the Montgomery-Åsberg Depression Rating Scale (MADRS) and total score on the Clinical Global Impressions Scale-Bipolar Version severity scale (CGI-BP-S), respectively. Safety assessments included treatment-emergent adverse events, laboratory parameters, vital signs, extrapyramidal symptoms, and suicidality. RESULTS At day 43, lumateperone treatment was associated with significantly greater improvement from baseline in MADRS score compared with placebo (least squares mean difference compared with placebo, -4.6 points; effect size=-0.56) and CGI-BP-S total score (least squares mean difference compared with placebo, -0.9; effect size=-0.46). Significant MADRS superiority for lumateperone over placebo was observed both in patients with bipolar I and bipolar II disorders. Somnolence and nausea were the only treatment-emergent adverse events that occurred with lumateperone at a clinically meaningful greater rate than placebo. The incidence of extrapyramidal symptom-related treatment-emergent adverse events was low and similar to that for placebo. Minimal changes were observed in weight, vital signs, or metabolic or endocrine assessments. CONCLUSIONS Lumateperone at 42 mg/day significantly improved depression symptoms and was generally well tolerated in patients with major depressive episodes associated with both bipolar I and bipolar II disorders.
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Affiliation(s)
- Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Intra-Cellular Therapies, Inc., New York (Durgam, Satlin [formerly], Vanover [formerly], Davis, Chen, Kozauer, Mates); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
| | - Suresh Durgam
- Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Intra-Cellular Therapies, Inc., New York (Durgam, Satlin [formerly], Vanover [formerly], Davis, Chen, Kozauer, Mates); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
| | - Andrew Satlin
- Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Intra-Cellular Therapies, Inc., New York (Durgam, Satlin [formerly], Vanover [formerly], Davis, Chen, Kozauer, Mates); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
| | - Kimberly E Vanover
- Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Intra-Cellular Therapies, Inc., New York (Durgam, Satlin [formerly], Vanover [formerly], Davis, Chen, Kozauer, Mates); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
| | - Robert E Davis
- Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Intra-Cellular Therapies, Inc., New York (Durgam, Satlin [formerly], Vanover [formerly], Davis, Chen, Kozauer, Mates); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
| | - Richard Chen
- Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Intra-Cellular Therapies, Inc., New York (Durgam, Satlin [formerly], Vanover [formerly], Davis, Chen, Kozauer, Mates); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
| | - Susan G Kozauer
- Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Intra-Cellular Therapies, Inc., New York (Durgam, Satlin [formerly], Vanover [formerly], Davis, Chen, Kozauer, Mates); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
| | - Sharon Mates
- Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Intra-Cellular Therapies, Inc., New York (Durgam, Satlin [formerly], Vanover [formerly], Davis, Chen, Kozauer, Mates); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
| | - Gary S Sachs
- Department of Psychiatry, Case Western Reserve School of Medicine, Cleveland, and University Hospitals Cleveland Medical Center, Cleveland (Calabrese); Intra-Cellular Therapies, Inc., New York (Durgam, Satlin [formerly], Vanover [formerly], Davis, Chen, Kozauer, Mates); Massachusetts General Hospital, Boston, and Signant Health, Plymouth Meeting, Pa. (Sachs)
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17
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Lin Y, Maihofer AX, Stapp E, Ritchey M, Alliey-Rodriguez N, Anand A, Balaraman Y, Berrettini WH, Bertram H, Bhattacharjee A, Calkin CV, Conroy C, Coryell W, D'Arcangelo N, DeModena A, Biernacka JM, Fisher C, Frazier N, Frye M, Gao K, Garnham J, Gershon E, Glazer K, Goes FS, Goto T, Karberg E, Harrington G, Jakobsen P, Kamali M, Kelly M, Leckband SG, Lohoff FW, Stautland A, McCarthy MJ, McInnis MG, Mondimore F, Morken G, Nurnberger JI, Oedegaard KJ, Syrstad VEG, Ryan K, Schinagle M, Schoeyen H, Andreassen OA, Shaw M, Shilling PD, Slaney C, Tarwater B, Calabrese JR, Alda M, Nievergelt CM, Zandi PP, Kelsoe JR. Clinical predictors of non-response to lithium treatment in the Pharmacogenomics of Bipolar Disorder (PGBD) study. Bipolar Disord 2021; 23:821-831. [PMID: 33797828 DOI: 10.1111/bdi.13078] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND Lithium is regarded as a first-line treatment for bipolar disorder (BD), but partial response and non-response commonly occurs. There exists a need to identify lithium non-responders prior to initiating treatment. The Pharmacogenomics of Bipolar Disorder (PGBD) Study was designed to identify predictors of lithium response. METHODS The PGBD Study was an eleven site prospective trial of lithium treatment in bipolar I disorder. Subjects were stabilized on lithium monotherapy over 4 months and gradually discontinued from all other psychotropic medications. After ensuring a sustained clinical remission (defined by a score of ≤3 on the CGI for 4 weeks) had been achieved, subjects were followed for up to 2 years to monitor clinical response. Cox proportional hazard models were used to examine the relationship between clinical measures and time until failure to remit or relapse. RESULTS A total of 345 individuals were enrolled into the study and included in the analysis. Of these, 101 subjects failed to remit or relapsed, 88 achieved remission and continued to study completion, and 156 were terminated from the study for other reasons. Significant clinical predictors of treatment failure (p < 0.05) included baseline anxiety symptoms, functional impairments, negative life events and lifetime clinical features such as a history of migraine, suicidal ideation/attempts, and mixed episodes, as well as a chronic course of illness. CONCLUSIONS In this PGBD Study of lithium response, several clinical features were found to be associated with failure to respond to lithium. Future validation is needed to confirm these clinical predictors of treatment failure and their use clinically to distinguish who will do well on lithium before starting pharmacotherapy.
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Affiliation(s)
- Yian Lin
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Adam X Maihofer
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Emma Stapp
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Megan Ritchey
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Amit Anand
- Center for Behavioral Health, Cleveland Clinic, Cleveland, OH, USA
| | - Yokesh Balaraman
- Department of Psychiatry, Indiana University, Indianapolis, IN, USA
| | - Wade H Berrettini
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | | | | | | | - Carla Conroy
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | | | - Nicole D'Arcangelo
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | - Anna DeModena
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | | | - Carrie Fisher
- Department of Psychiatry, Indiana University, Indianapolis, IN, USA
| | | | | | - Keming Gao
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | | | | | - Kara Glazer
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Fernando S Goes
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Toyomi Goto
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | - Elizabeth Karberg
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | | | - Petter Jakobsen
- Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Masoud Kamali
- University of Michigan, Ann Arbor, MI, USA.,Department of Psychiatry, Massachusetts General Hospital and Harvard University, Boston, MA, USA
| | | | - Susan G Leckband
- Department of Psychiatry, VA San Diego Healthcare System, La Jolla, CA, USA
| | - Falk W Lohoff
- National Institute of Alcohol Abuse and Alcoholism, NIH, Bethesda, MD, USA
| | - Andrea Stautland
- Department of Clinical Medicine, Faculty of Medicine and Dentistry, University of Bergen and Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Michael J McCarthy
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA.,Department of Psychiatry, VA San Diego Healthcare System, La Jolla, CA, USA
| | | | - Francis Mondimore
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Gunnar Morken
- Division of Psychiatry, St. Olav University Hospital of Trondheim and Department of Neuroscience, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | | | - Ketil J Oedegaard
- Department of Clinical Medicine, Faculty of Medicine and Dentistry, University of Bergen and Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Vigdis Elin Giever Syrstad
- Department of Clinical Medicine, Faculty of Medicine and Dentistry, University of Bergen and Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Kelly Ryan
- University of Michigan, Ann Arbor, MI, USA
| | - Martha Schinagle
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | - Helle Schoeyen
- Division of Psychiatry, Faculty of Medicine and Dentistry, Stavanger University Hospital, University of Bergen, Stavanger, Norway
| | - Ole A Andreassen
- Norwegian Centre for Mental Disorders Research (NORMENT), Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | | | - Paul D Shilling
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | | | | | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | - Martin Alda
- Dalhousie University, Halifax, Canada.,National Institute of Mental Health, Klecany, Czech Republic
| | | | - Peter P Zandi
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - John R Kelsoe
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
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18
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Sampson L, Cohen GH, Fink DS, Conroy C, Calabrese JR, Wryobeck JM, Elhai JD, King AP, Liberzon I, Galea S. Cohort profile: the Ohio Army National Guard Mental Health Initiative (OHARNG-MHI). Soc Psychiatry Psychiatr Epidemiol 2021; 56:2107-2116. [PMID: 34480595 PMCID: PMC8577754 DOI: 10.1007/s00127-021-02166-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 08/26/2021] [Indexed: 11/30/2022]
Abstract
PURPOSE Rates of mental disorders in the United States military have increased in recent years. National Guard members may be particularly at risk for mental disorders, given their dual role as citizen-soldiers and their increased involvement in combat deployments during recent conflicts. The Ohio Army National Guard Mental Health Initiative (OHARNG-MHI) was launched to assess the prevalence, incidence, and potential causes and consequences of mental disorders in this unique population. METHODS OHARNG-MHI is a decade-long dynamic cohort study that followed over 3,000 National Guard members yearly through structured telephone interviews. RESULTS Findings thus far have applied a pre-, peri-, post-deployment framework, identifying factors throughout the life course associated with mental disorders, including childhood events and more recent events, both during and outside of deployment. An estimated 61% of participants had at least one mental disorder in their lifetime, the majority of which initiated prior to military service. Psychiatric comorbidity was common, as were alcohol use and stressful events. Latent class growth analyses revealed four distinct trajectory paths of both posttraumatic stress and depression symptoms across four years. Only 37% of soldiers with probable past-year mental disorders accessed mental health services in the subsequent year, with substance use disorders least likely to be treated. CONCLUSION Strengths of this study include a large number of follow-up interviews, detailed data on both military and non-military experiences, and a clinical assessment subsample that assessed the validity of the telephone screening instruments. Findings, methods, and procedures of the study are discussed, and collaborations are welcome.
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Affiliation(s)
- Laura Sampson
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Gregory H. Cohen
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, U.S.A
| | - David S. Fink
- New York State Psychiatric Institute, New York, NY, U.S.A
| | - Carla Conroy
- Department of Psychiatry, School of Medicine, Case Western Reserve University, Cleveland, OH, U.S.A
| | - Joseph R. Calabrese
- Department of Psychiatry, School of Medicine, Case Western Reserve University, Cleveland, OH, U.S.A
| | - John M. Wryobeck
- Department of Psychiatry, University of Toledo, Toledo, OH, U.S.A
| | - Jon D. Elhai
- Department of Psychology, University of Toledo, Toledo, OH, U.S.A
| | - Anthony P. King
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, U.S.A
| | - Israel Liberzon
- Department of Psychiatry, College of Medicine, Texas A&M, College Station, TX, U.S.A
| | - Sandro Galea
- Office of the Dean, Boston University School of Public Health, Boston, MA, U.S.A
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19
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Pizzagalli DA, Smoski M, Ang YS, Whitton AE, Sanacora G, Mathew SJ, Nurnberger J, Lisanby SH, Iosifescu DV, Murrough JW, Yang H, Weiner RD, Calabrese JR, Goodman W, Potter WZ, Krystal AD. Correction to: Selective kappa-opioid antagonism ameliorates anhedonic behavior: evidence from the Fast-fail Trial in Mood and Anxiety Spectrum Disorders (FAST-MAS). Neuropsychopharmacology 2021; 46:2224. [PMID: 34389811 PMCID: PMC8505431 DOI: 10.1038/s41386-021-01145-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Diego A. Pizzagalli
- grid.38142.3c000000041936754XMcLean Hospital, Harvard Medical School, Belmont, MA USA
| | - Moria Smoski
- grid.26009.3d0000 0004 1936 7961Duke University School of Medicine, Durham, NC USA
| | - Yuen-Siang Ang
- grid.38142.3c000000041936754XMcLean Hospital, Harvard Medical School, Belmont, MA USA
| | - Alexis E. Whitton
- grid.1013.30000 0004 1936 834XSchool of Medical Sciences, The University of Sydney, Sydney, NSW Australia
| | - Gerard Sanacora
- grid.47100.320000000419368710Yale University School of Medicine, New Haven, CT USA
| | - Sanjay J. Mathew
- grid.39382.330000 0001 2160 926XBaylor College of Medicine, Houston, TX USA ,grid.413890.70000 0004 0420 5521Michael E. Debakey VA Medical Center, Houston, TX USA
| | - John Nurnberger
- grid.257413.60000 0001 2287 3919Indiana University School of Medicine, Indianapolis, IN USA
| | - Sarah H. Lisanby
- grid.416868.50000 0004 0464 0574National Institute of Mental Health, Bethesda, MD USA
| | - Dan V. Iosifescu
- grid.137628.90000 0004 1936 8753New York University School of Medicine, New York, NY USA
| | - James W. Murrough
- grid.59734.3c0000 0001 0670 2351Icahn School of Medicine at Mount Sinai, New York, NY USA
| | - Hongqiu Yang
- grid.26009.3d0000 0004 1936 7961Duke Clinical Research Institute, Durham, NC USA
| | - Richard D. Weiner
- grid.26009.3d0000 0004 1936 7961Duke University School of Medicine, Durham, NC USA
| | - Joseph R. Calabrese
- grid.67105.350000 0001 2164 3847Case Western Reserve School of Medicine, Cleveland, OH USA
| | - Wayne Goodman
- grid.39382.330000 0001 2160 926XBaylor College of Medicine, Houston, TX USA
| | - William Z. Potter
- grid.416868.50000 0004 0464 0574National Institute of Mental Health, Bethesda, MD USA
| | - Andrew D. Krystal
- grid.26009.3d0000 0004 1936 7961Duke University School of Medicine, Durham, NC USA ,grid.266102.10000 0001 2297 6811University of California San Francisco, San Francisco, CA USA
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20
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Köhler-Forsberg O, Sloth KH, Sylvia LG, Thase M, Calabrese JR, Tohen M, Bowden CL, McInnis M, Kocsis JH, Friedman ES, Ketter TA, McElroy SL, Shelton RC, Iosifescu DV, Ostacher MJ, Nierenberg AA. Response and remission rates during 24 weeks of mood-stabilizing treatment for bipolar depression depending on early non-response. Psychiatry Res 2021; 305:114194. [PMID: 34500184 DOI: 10.1016/j.psychres.2021.114194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Revised: 08/15/2021] [Accepted: 08/27/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND We aimed to study the probability of bipolar depression response at 24 weeks given initial non-response. METHODS We combined two multi-site, 24-week trials including similar populations following the same evidence-based guidelines randomizing patients to lithium or quetiapine. Additional mood-stabilizing treatment was possible if clinically indicated. We report cumulative proportions of response (>50% improvement in MADRS) and remission (MADRS<10). RESULTS We included 592 participants with bipolar depression (mean 39 years, 59% female, mean MADRS 25). Among 393 (66%) participants without response after 2 weeks, 46% responded by 24 weeks; for 291 (49%) without response at 4 weeks, 40% responded and 33% remitted by 24 weeks; for 222 (38%) without a response at 6 weeks, 36% responded and 29% remitted by 24 weeks; for 185 (31%) without a response at 8 weeks, 29% responded and 24% remitted by 24 weeks. Rates were similar for participants who had started an additional mood-stabilizing drug during the first 6 or 8 weeks. CONCLUSIONS Among patients with bipolar depression and non-response after 6 weeks treatment, representing an adequate bipolar depression trial, only one-third responded by 24 weeks. These results highlight the need for better treatment alternatives for non-responders to evidence-based treatments for bipolar depression.
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Affiliation(s)
- Ole Köhler-Forsberg
- Psychosis Research Unit & Department of Affective Disorders, Aarhus University Hospital Psychiatry, Denmark, Europe; Department of Clinical Medicine, Aarhus University, Denmark, Europe; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States.
| | - Kirstine H Sloth
- Psychosis Research Unit & Department of Affective Disorders, Aarhus University Hospital Psychiatry, Denmark, Europe; Department of Clinical Medicine, Aarhus University, Denmark, Europe
| | - Louisa G Sylvia
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
| | - Michael Thase
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Palestine, United States
| | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, United States
| | - Mauricio Tohen
- Department of Psychiatry, University of New Mexico Health Science Center, Albuquerque, NM, United States
| | - Charles L Bowden
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX, United States
| | - Melvin McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - James H Kocsis
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, United States
| | - Edward S Friedman
- Department of Psychiatry, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Terence A Ketter
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Susan L McElroy
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH and Lindner Center of HOPE, Mason, OH, United States
| | - Richard C Shelton
- Department of Psychiatry, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Dan V Iosifescu
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
| | - Michael J Ostacher
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Andrew A Nierenberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
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21
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Vieta E, Calabrese JR, Whelan J, Tohen M, Earley WR. The efficacy of cariprazine on function in patients with bipolar depression: a post hoc analysis of a randomized controlled trial. Curr Med Res Opin 2021; 37:1635-1643. [PMID: 34034612 DOI: 10.1080/03007995.2021.1932446] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
INTRODUCTION Individuals with bipolar depression often experience functional impairment that interferes with recovery. These analyses examined the effects of cariprazine on functional outcomes in patients with bipolar I disorder. METHODS Prespecified analyses of data from a randomized, double-blind, placebo-controlled pivotal trial of cariprazine in bipolar I depression (NCT01396447) evaluated mean changes from baseline to week 8 in Functional Assessment Short Test (FAST) total score. Post hoc analyses with no adjustment for multiplicity evaluated FAST subscale scores, functional recovery and remission (FAST total score ≤11 and ≤20, respectively), and 30% or 50% improvement from baseline. RESULTS There were 393 patients with bipolar I disorder (placebo = 132; cariprazine: 1.5 mg/d = 135, 3 mg/d = 126) in the FAST analysis population. Statistically significant differences were noted for cariprazine 1.5 mg/d versus placebo in mean change from baseline in FAST total score (p<.01) and on 5 of 6 subscale scores (p<.05); cariprazine 3 mg/d was significantly different than placebo on the Interpersonal Relationship subscale (p<.05). Rates of functional remission and recovery, and ≥30% or ≥50% improvement were significantly greater for cariprazine 1.5 mg/d versus placebo (p<.05 all); the percentage of patients with ≥30% improvement was significantly different for cariprazine 3 mg/d versus placebo (p<.05). CONCLUSION At week 8, statistically significant improvements in FAST outcomes were observed for cariprazine versus placebo in patients with bipolar I depression; more consistent results were noted for 1.5 mg/d than 3 mg/d. In addition to improving bipolar depression symptoms, these results suggest that cariprazine may improve functional outcomes.
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Affiliation(s)
- Eduard Vieta
- Department of Psychiatry and Psychology, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Spain
| | - Joseph R Calabrese
- Mood Disorders Program, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Jessica Whelan
- Department of Nursing, Maryville University, Saint Louis, MO, USA
- Holon Inclusive Health Care, Dupo, IL, USA
| | - Mauricio Tohen
- Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
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22
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Bowden CL, Priesmeyer R, Tohen M, Singh V, Calabrese JR, Ketter T, Nierenberg A, Thase ME, Siegel G, Siegel LH, Mintz J, El-Mallakh RS, McElroy SL, Martinez M. Development of a Patient-Centered Software System to Facilitate Effective Management of Bipolar Disorder. Psychopharmacol Bull 2021; 51:8-19. [PMID: 34092819 PMCID: PMC8146566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
OBJECTIVE Self-management of bipolar disorder (BD) is an important component of treatment. METHODS We developed a patient-centered computational software system based on concepts from nonlinear systems (chaos) theory with mobile access to assist in managing BD known as KIOS. KIOS tracks interacting symptoms to determine theprecise state of a BD patient. Once the patient's state is identified and the trajectory of the patient established, specific advice is generated to help manage the course of the disease. KIOS also provides analytics that can be used by clinicians and researchers to track outcomes and the course of illness. A 12-week field test was completed. RESULTS In 20 BD subjects, use of KIOS was associated with improvements in primary symptom categories of BD. Usability and generated advice were rated as a median of 6 out of a maximum of 7. CONCLUSIONS The KIOS focus on change illuminates problems in the same way that humans experience them, implying that the future state will be consequent to changes made to impact the current state. Randomized clinical trial is indicated.
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Affiliation(s)
- Charles L Bowden
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Richard Priesmeyer
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Mauricio Tohen
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Vivek Singh
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Joseph R Calabrese
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Terry Ketter
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Andrew Nierenberg
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Michael E Thase
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Gregg Siegel
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Leslie H Siegel
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Jim Mintz
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Rif S El-Mallakh
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Susan L McElroy
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
| | - Melissa Martinez
- Bowden, M.D., Emeritus Professor, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Priesmeyer, PhD., Jurica Professor of Management, Department of Management and Marketing, St Mary's University, San Antonio, Texas. Tohen, M.D., Dr.P.H., M.B.A, University Distinguished Professor and Chairman, Department of Psychiatry and Behavioral Sciences, University of New Mexico Health Sciences Center, Albuquerque, New Mexico. Singh, M.D., Deceased. Calabrese, M.D., Director, Mood Disorders Program, UH Cleveland Medical Center Case Western Reserve University School of Medicine, Cleveland, Ohio. Ketter, M.D, Emeritus Professor, Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California. Nierenberg, M.D., Director, Dauten Family Center for Bipolar Treatment Innovation Massachusetts General Hospital, Harvard Medical School. Thase, M.D., Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania. Gregg Siegel, M.S, Biomedical Development Corporation, San Antonio, Texas. Leslie H. Siegel, M.F.A, Biomedical Development Corporation, San Antonio, Texas. Mintz, PhD., Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Mallakh, M.D., Mood Disorders Research Program, Depression Center, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. McElroy, M.D., Professor of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio. Martinez, M.D., Professor and Mary Avis Weir Chair in Psychiatry, Director, Adult Mood Disorders Program, Co-Director, Mind, Brain, and Behavior, Department of Psychiatry and Behavioral Sciences University of Texas Health Science Center San Antonio, San Antonio, Texas
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Sampson L, Jiang T, Gradus JL, Cabral HJ, Rosellini AJ, Calabrese JR, Cohen GH, Fink DS, King AP, Liberzon I, Galea S. A Machine Learning Approach to Predicting New-onset Depression in a Military Population. Psychiatr Res Clin Pract 2021; 3:115-122. [PMID: 34734165 PMCID: PMC8562467 DOI: 10.1176/appi.prcp.20200031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 12/04/2020] [Accepted: 12/05/2020] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE Depression is one of the most common mental disorders in the United States in both civilian and military populations, but few prospective studies assess a wide range of predictors across multiple domains for new-onset (incident) depression in adulthood. Supervised machine learning methods can identify predictors of incident depression out of many different candidate variables, without some of the assumptions and constraints that underlie traditional regression analyses. The objectives of this study were to identify predictors of incident depression across 5 years of follow-up using machine learning, and to assess prediction accuracy of the algorithms. METHODS Data were from a cohort of Army National Guard members free of history of depression at baseline (n = 1951 men and 298 women), interviewed once per year for probable depression. Classification trees and random forests were constructed and cross-validated, using 84 candidate predictors from the baseline interviews. RESULTS Stressors and traumas such as emotional mistreatment and adverse childhood experiences, demographics such as being a parent or student, and military characteristics including paygrade and deployment location were predictive of probable depression. Cross-validated random forest algorithms were moderately accurate (68% for women and 73% for men). CONCLUSIONS Events and characteristics throughout the life course, both in and outside of deployment, predict incident depression in adulthood among military personnel. Although replication studies are needed, these results may help inform potential intervention targets to reduce depression incidence among military personnel. Future research should further refine and explore interactions between identified variables.
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Affiliation(s)
- Laura Sampson
- Department of EpidemiologyBoston University School of Public HealthBostonMassachusettsUSA
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | - Tammy Jiang
- Department of EpidemiologyBoston University School of Public HealthBostonMassachusettsUSA
| | - Jaimie L. Gradus
- Department of EpidemiologyBoston University School of Public HealthBostonMassachusettsUSA
| | - Howard J. Cabral
- Department of BiostatisticsBoston University School of Public HealthBostonMassachusettsUSA
| | - Anthony J. Rosellini
- Department of Psychological and Brain Science, Center for Anxiety and Related DisordersBoston UniversityBostonMassachusettsUSA
| | - Joseph R. Calabrese
- Department of PsychiatrySchool of MedicineCase Western Reserve UniversityClevelandOhioUSA
| | - Gregory H. Cohen
- Department of EpidemiologyBoston University School of Public HealthBostonMassachusettsUSA
- Department of EpidemiologyMailman School of Public HealthColumbia UniversityNew YorkNew YorkUSA
| | - David S. Fink
- Department of EpidemiologyMailman School of Public HealthColumbia UniversityNew YorkNew YorkUSA
| | - Anthony P. King
- Department of PsychiatryUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | - Israel Liberzon
- Department of PsychiatryTexas A&M College of MedicineCollege StationTexasUSA
| | - Sandro Galea
- Department of EpidemiologyBoston University School of Public HealthBostonMassachusettsUSA
- Office of the DeanBoston University School of Public HealthBostonMassachusettsUSA
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24
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Köhler-Forsberg O, Sylvia LG, Fung V, Overhage L, Thase M, Calabrese JR, Deckersbach T, Tohen M, Bowden CL, McInnis M, Kocsis JH, Friedman ES, Ketter TA, McElroy SL, Shelton RC, Ostacher MJ, Iosifescu DV, Nierenberg AA. Adjunctive antidepressant treatment among 763 outpatients with bipolar disorder: Findings from the Bipolar CHOICE and LiTMUS trials. Depress Anxiety 2021; 38:114-123. [PMID: 32598093 DOI: 10.1002/da.23069] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 02/12/2020] [Accepted: 06/03/2020] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Adjunctive antidepressants are frequently used for bipolar depression but their clinical efficacy has been studied in few trials and little is known about how co-occurring manic symptoms affect treatment response. METHODS Bipolar Clinical Health Outcomes Initiative in Comparative Effectiveness (N = 482) and Lithium Treatment Moderate-Dose Use Study (N = 281) were similar comparative effectiveness trials on outpatients with bipolar disorder comparing four different randomized treatment arms with adjunctive personalized guideline-based treatment for 24 weeks. Adjunctive antidepressant treatment could be used if clinically indicated and was assessed at every study visit. Adjusted mixed effects linear regression analyses compared users of antidepressants to nonusers overall and in different subcohorts. RESULTS Of the 763 patients, 282 (37.0%) used antidepressant drugs during the study. Antidepressant users had less improvement compared to nonusers on the Clinical Global Impression Scale for Bipolar Disorder and on measures of depression. This was particularly true among patients with co-occurring manic symptoms. Exclusion of individuals begun on antidepressants late in the study (potentially due to overall worse response) resulted in no differences between users and nonusers. We found no differences in treatment effects on mania scales. CONCLUSIONS In this large cohort of outpatients with bipolar disorder, clinically indicated and guideline-based adjunctive antidepressant treatment was not associated with lower depressive symptoms or higher mania symptoms. The treatment-by-indication confounding due to the nonrandomized design of the trials complicates causal interpretations, but no analyses indicated better treatment effects of adjunctive antidepressants.
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Affiliation(s)
- Ole Köhler-Forsberg
- Psychosis Research Unit and the Department of Affective Disorders, Aarhus University Psychiatry Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.,Dauten Family Center for Bipolar Treatment Innovation, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts.,Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Louisa G Sylvia
- Dauten Family Center for Bipolar Treatment Innovation, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts.,Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Vicki Fung
- Department of Medicine, Harvard Medical School, Boston, Massachusetts.,Health Policy Research Center, Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts
| | - Lindsay Overhage
- Department of Medicine, Harvard Medical School, Boston, Massachusetts.,Health Policy Research Center, Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts
| | - Michael Thase
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, Ohio
| | - Thilo Deckersbach
- Dauten Family Center for Bipolar Treatment Innovation, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts.,Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Mauricio Tohen
- Department of Psychiatry, University of New Mexico Health Sciences Center, Albuquerque, New Mexico
| | - Charles L Bowden
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, Texas
| | - Melvin McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan
| | - James H Kocsis
- Department of Psychiatry, Weill Cornell Medical College, New York, New York
| | - Edward S Friedman
- Department of Psychiatry, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Terence A Ketter
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - Susan L McElroy
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, Ohio.,Department of Psychiatry, Lindner Center of HOPE, Mason, Ohio
| | - Richard C Shelton
- Department of Psychiatry, University of Alabama at Birmingham, Birmingham, Alabama
| | - Michael J Ostacher
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - Dan V Iosifescu
- Dauten Family Center for Bipolar Treatment Innovation, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts.,Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Andrew A Nierenberg
- Dauten Family Center for Bipolar Treatment Innovation, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts.,Department of Medicine, Harvard Medical School, Boston, Massachusetts
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25
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Goldberg JF, Siu C, Mao Y, Tsai J, Pikalov A, Calabrese JR, Loebel A. Major depressive disorder with mixed features and treatment response to lurasidone: A symptom network model. J Affect Disord 2020; 277:1045-1054. [PMID: 33065813 DOI: 10.1016/j.jad.2020.08.048] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 06/07/2020] [Accepted: 08/20/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND To investigate the symptom network structure of major depressive disorder (MDD) with mixed features and implications for treatment. METHODS In this post-hoc analysis of a previously reported randomized trial, patients meeting DSM-IV-TR criteria for MDD presenting with two or three manic symptoms (DSM-5 mixed features specifier) were randomized to 6 weeks of double-blind treatment with lurasidone 20-60 mg/d (N = 109) or placebo (N = 100). The network structure of symptoms at baseline and their treatment moderating effects were investigated. RESULTS Network analyses showed that both ``elevated mood'' (YMRS item 1) and ``increased motor activity-energy'' (YMRS item 2) were associated with ``sleep disturbance'' ("bridge" symptom) and the depressive symptom cluster. Presence of both "elevated mood" and "increased motor activity-energy" at baseline predicted significantly less improvement in MADRS and CGI-S score at week 6 with lurasidone (vs. placebo) compared to patients without these manic symptoms at baseline. The network model also showed "rapid/pressured speech" (YMRS item 6) at baseline predicted improvement in both manic and depressive symptoms with lurasidone vs. placebo treatment. LIMITATIONS This was a post-hoc analysis where findings need to be confirmed by prospective controlled studies. CONCLUSIONS This post-hoc analysis describes the symptom network structure of MDD with mixed features in a patient sample at study baseline. Specific manic symptoms were found to be linked to sleep disturbance (characterized as a "bridge" symptom), which in turn linked the manic and depressive symptom clusters. The presence (vs. absence) of the specific manic symptoms we identified moderated the antidepressant and antimanic effects of lurasidone in the treatment of MDD with mixed (subthreshold hypomanic) features.
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Affiliation(s)
- Joseph F Goldberg
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY.
| | | | - Yongcai Mao
- Sunovion Pharmaceuticals Inc., Marlborough, MA and Fort Lee, NJ
| | - Joyce Tsai
- Sunovion Pharmaceuticals Inc., Marlborough, MA and Fort Lee, NJ
| | - Andrei Pikalov
- Sunovion Pharmaceuticals Inc., Marlborough, MA and Fort Lee, NJ
| | - Joseph R Calabrese
- University Hospitals Case Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH
| | - Antony Loebel
- Sunovion Pharmaceuticals Inc., Marlborough, MA and Fort Lee, NJ
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26
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Sweet JA, Beylergil SB, Thyagaraj S, Herring EZ, Drapekin JE, Gao K, Calabrese JR, Miller JP, McIntyre CC. Clinical Evaluation of Cingulum Bundle Connectivity for Neurosurgical Hypothesis Development. Neurosurgery 2020; 86:724-735. [PMID: 31264700 DOI: 10.1093/neuros/nyz225] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 03/18/2019] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The cingulum bundle (CB) has long been a target for psychiatric neurosurgical procedures, but with limited understanding of the brain networks being impacted. Recent advances in human tractography could provide a foundation to better understand the effects of neurosurgical interventions on the CB; however, the reliability of tractography remains in question. OBJECTIVE To evaluate the ability of different tractography techniques, derived from typical, human diffusion-weighted imaging (DWI) data, to characterize CB connectivity described in animal models. This will help validate the clinical applicability of tractography, and generate insight on current and future neurosurgical targets for psychiatric disorders. METHODS Connectivity of the CB in 15 healthy human subjects was evaluated using DWI-based tractography, and compared to tract-tracing findings from nonhuman primates. Brain regions of interest were defined to coincide with the animal model. Tractography was performed using 3 techniques (FSL probabilistic, Camino probabilistic, and Camino deterministic). Differences in connectivity were assessed, and the CB segment with the greatest connectivity was determined. RESULTS Each tractography technique successfully reproduced the animal tracing model with a mean accuracy of 72% (68-75%, P < .05). Additionally, one region of the CB, the rostral dorsal segment, had significantly greater connectivity to associated brain structures than all other CB segments (P < .05). CONCLUSION Noninvasive, in vivo human analysis of the CB, using clinically available DWI for tractography, consistently reproduced the results of an animal tract-tracing model. This suggests that tractography of the CB can be used for clinical applications, which may aid in neurosurgical targeting for psychiatric disorders.
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Affiliation(s)
- Jennifer A Sweet
- University Hospitals Cleveland Medical Center, Cleveland, Ohio.,Case Western Reserve University, Cleveland, Ohio
| | | | | | | | | | - Keming Gao
- University Hospitals Cleveland Medical Center, Cleveland, Ohio.,Case Western Reserve University, Cleveland, Ohio
| | - Joseph R Calabrese
- University Hospitals Cleveland Medical Center, Cleveland, Ohio.,Case Western Reserve University, Cleveland, Ohio
| | - Jonathan P Miller
- University Hospitals Cleveland Medical Center, Cleveland, Ohio.,Case Western Reserve University, Cleveland, Ohio
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27
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Burdick KE, Millett CE, Russo M, Alda M, Alliey-Rodriguez N, Anand A, Balaraman Y, Berrettini W, Bertram H, Calabrese JR, Calkin C, Conroy C, Coryell W, DeModena A, Feeder S, Fisher C, Frazier N, Frye M, Gao K, Garnham J, Gershon ES, Glazer K, Goes FS, Goto T, Harrington GJ, Jakobsen P, Kamali M, Kelly M, Leckband S, Løberg EM, Lohoff FW, Maihofer AX, McCarthy MJ, McInnis M, Morken G, Nievergelt CM, Nurnberger J, Oedegaard KJ, Ortiz A, Ritchey M, Ryan K, Schinagle M, Schwebel C, Shaw M, Shilling P, Slaney C, Stapp E, Tarwater B, Zandi P, Kelsoe JR. The association between lithium use and neurocognitive performance in patients with bipolar disorder. Neuropsychopharmacology 2020; 45:1743-1749. [PMID: 32349118 PMCID: PMC7419515 DOI: 10.1038/s41386-020-0683-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Revised: 03/24/2020] [Accepted: 04/17/2020] [Indexed: 01/21/2023]
Abstract
Lithium remains the gold standard for the treatment of bipolar disorder (BD); however, its use has declined over the years mainly due to the side effects and the subjective experience of cognitive numbness reported by patients. In the present study, we aim to methodically test the effects of lithium on neurocognitive functioning in the largest single cohort (n = 262) of BD patients reported to date by harnessing the power of a multi-site, ongoing clinical trial of lithium monotherapy. At the cross-sectional level, multivariate analysis of covariance (MANCOVA) was conducted to examine potential group differences across neurocognitive tests [California Verbal Learning Test (CVLT trials 1-5,CVLT delayed recall), Wechsler Digit Symbol, Trail-making Test parts A and B (TMT-A; TMT-B), and a global cognition index]. At the longitudinal level, on a subset of patients (n = 88) who achieved mood stabilization with lithium monotherapy, we explored the effect of lithium treatment across time on neurocognitive functioning. There were no differences at baseline between BD patients that were taking lithium compared with those that were not. At follow-up a significant neurocognitive improvement in the global cognitive index score [F = 31.69; p < 0.001], CVLT trials 1-5 [F = 29.81; p < 0.001], CVLT delayed recall [F = 15.27; p < 0.001], and TMT-B [F = 6.64, p = 0.012] was detected. The cross-sectional and longitudinal (on a subset of 88 patients) investigations suggest that lithium may be beneficial to neurocognitive functioning in patients with BD and that at the very least it does not seem to significantly impair cognition when used therapeutically.
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Affiliation(s)
- Katherine E. Burdick
- grid.62560.370000 0004 0378 8294Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Psychiatry, Harvard Medical School, Boston, MA USA ,James J Peters Veteran Administration (VA) Hospital, Bronx, NY USA
| | - Caitlin E. Millett
- grid.62560.370000 0004 0378 8294Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Psychiatry, Harvard Medical School, Boston, MA USA
| | - Manuela Russo
- grid.13097.3c0000 0001 2322 6764Department of Psychosis Studies, Institute of Psychiatry Psychology and Neuroscience, King’s College London, London, UK
| | - Martin Alda
- grid.55602.340000 0004 1936 8200Department of Psychiatry, Dalhousie University Halifax, Halifax, NS B3H 2E2 Canada
| | | | - Amit Anand
- grid.411377.70000 0001 0790 959XIndiana University, Bloomington, IN USA
| | - Yokesh Balaraman
- grid.411377.70000 0001 0790 959XIndiana University, Bloomington, IN USA
| | - Wade Berrettini
- grid.25879.310000 0004 1936 8972Center for Neurobiology and Behavior, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA USA
| | - Holli Bertram
- grid.214458.e0000000086837370University of Michigan, Ann Arbor, MI USA
| | - Joseph R. Calabrese
- grid.67105.350000 0001 2164 3847Department of Psychiatry, Case Western Reserve University, Cleveland, OH 44106 USA
| | - Cynthia Calkin
- grid.55602.340000 0004 1936 8200Department of Psychiatry, Dalhousie University Halifax, Halifax, NS B3H 2E2 Canada
| | - Carla Conroy
- grid.67105.350000 0001 2164 3847Department of Psychiatry, Case Western Reserve University, Cleveland, OH 44106 USA
| | - William Coryell
- grid.214572.70000 0004 1936 8294University of Iowa, Iowa City, IA USA
| | - Anna DeModena
- grid.266100.30000 0001 2107 4242University of California San Diego, San Diego, CA USA
| | - Scott Feeder
- grid.66875.3a0000 0004 0459 167XMayo Clinic, Rochester, MN USA
| | - Carrie Fisher
- grid.411377.70000 0001 0790 959XIndiana University, Bloomington, IN USA
| | - Nicole Frazier
- grid.214458.e0000000086837370University of Michigan, Ann Arbor, MI USA
| | - Mark Frye
- grid.66875.3a0000 0004 0459 167XMayo Clinic, Rochester, MN USA
| | - Keming Gao
- grid.67105.350000 0001 2164 3847Department of Psychiatry, Case Western Reserve University, Cleveland, OH 44106 USA
| | - Julie Garnham
- grid.55602.340000 0004 1936 8200Department of Psychiatry, Dalhousie University Halifax, Halifax, NS B3H 2E2 Canada
| | - Elliot S. Gershon
- grid.170205.10000 0004 1936 7822University of Chicago, Chicago, IL 60637 USA
| | - Kara Glazer
- grid.21107.350000 0001 2171 9311Department of Psychiatry, Johns Hopkins School of Medicine, Baltimore, MD USA
| | - Fernando S. Goes
- grid.21107.350000 0001 2171 9311Department of Psychiatry, Johns Hopkins School of Medicine, Baltimore, MD USA
| | - Toyomi Goto
- grid.67105.350000 0001 2164 3847Department of Psychiatry, Case Western Reserve University, Cleveland, OH 44106 USA
| | | | - Petter Jakobsen
- grid.7914.b0000 0004 1936 7443NORMENT, Division of Psychiatry, Haukeland University Hospital and Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Masoud Kamali
- grid.214458.e0000000086837370University of Michigan, Ann Arbor, MI USA
| | - Marisa Kelly
- grid.214458.e0000000086837370University of Michigan, Ann Arbor, MI USA
| | - Susan Leckband
- grid.266100.30000 0001 2107 4242University of California San Diego, San Diego, CA USA
| | - Else Marie Løberg
- grid.7914.b0000 0004 1936 7443NORMENT, Division of Psychiatry, Haukeland University Hospital and Department of Clinical Medicine, University of Bergen, Bergen, Norway ,grid.7914.b0000 0004 1936 7443Department of Addiction Medicine, Haukeland University Hospital, University of Bergen, Bergen, Norway ,grid.7914.b0000 0004 1936 7443Department of Clinical Psychology, University of Bergen, Bergen, Norway
| | - Falk W. Lohoff
- grid.420085.b0000 0004 0481 4802National Institute on Alcohol Abuse and Alcoholism (NIAAA), Bethesda, MD USA
| | - Adam X. Maihofer
- grid.266100.30000 0001 2107 4242University of California San Diego, San Diego, CA USA
| | - Michael J. McCarthy
- grid.266100.30000 0001 2107 4242University of California San Diego, San Diego, CA USA
| | - Melvin McInnis
- grid.214458.e0000000086837370University of Michigan, Ann Arbor, MI USA
| | - Gunnar Morken
- grid.412835.90000 0004 0627 2891Department of Psychiatry, Stavanger University Hospital, Stavanger, Norway
| | | | - John Nurnberger
- grid.411377.70000 0001 0790 959XIndiana University, Bloomington, IN USA
| | - Ketil J. Oedegaard
- grid.7914.b0000 0004 1936 7443NORMENT, Division of Psychiatry, Haukeland University Hospital and Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Abigail Ortiz
- grid.17063.330000 0001 2157 2938Centre for Addiction and Mental Health, University of Toronto, Toronto, ON Canada
| | - Megan Ritchey
- grid.21107.350000 0001 2171 9311Department of Psychiatry, Johns Hopkins School of Medicine, Baltimore, MD USA
| | - Kelly Ryan
- grid.214458.e0000000086837370University of Michigan, Ann Arbor, MI USA
| | - Martha Schinagle
- grid.67105.350000 0001 2164 3847Department of Psychiatry, Case Western Reserve University, Cleveland, OH 44106 USA
| | - Candice Schwebel
- grid.25879.310000 0004 1936 8972Center for Neurobiology and Behavior, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA USA
| | - Martha Shaw
- grid.214572.70000 0004 1936 8294University of Iowa, Iowa City, IA USA
| | - Paul Shilling
- grid.266100.30000 0001 2107 4242University of California San Diego, San Diego, CA USA
| | - Claire Slaney
- grid.55602.340000 0004 1936 8200Department of Psychiatry, Dalhousie University Halifax, Halifax, NS B3H 2E2 Canada
| | - Emma Stapp
- grid.21107.350000 0001 2171 9311Department of Psychiatry, Johns Hopkins School of Medicine, Baltimore, MD USA
| | - Bruce Tarwater
- grid.214572.70000 0004 1936 8294University of Iowa, Iowa City, IA USA
| | - Peter Zandi
- grid.21107.350000 0001 2171 9311Department of Psychiatry, Johns Hopkins School of Medicine, Baltimore, MD USA
| | - John R. Kelsoe
- grid.266100.30000 0001 2107 4242University of California San Diego, San Diego, CA USA
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Khan HA, Knusel KD, Calabrese JR, Salas-Vega S. Direct incremental healthcare costs associated with mood disorders in the United States, 2007-2017. J Affect Disord 2020; 273:304-309. [PMID: 32421617 DOI: 10.1016/j.jad.2020.03.127] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 02/10/2020] [Accepted: 03/29/2020] [Indexed: 01/04/2023]
Abstract
BACKGROUND This study provides nationally representative estimates of the direct incremental economic burden of mood disorders in the United States between 2007-2017, and examines trends in spending on mood disorders by healthcare setting over time. METHODS The Medical Expenditure Panel Survey (MEPS) was used to analyze nationally-representative data related to healthcare expenditures between 2007-2017. A two-part regression model was used to estimate healthcare expenditures for patients with mood disorders compared to those without, adjusting for several sociodemographic and health-related factors. RESULTS Total annual healthcare costs for patients with mood disorders were over twice as high as for those without, even after adjusting for potential confounders. A mood disorder diagnosis independently accounted for $6,591.60 in additional annual healthcare spending over this period. While healthcare spending on mood disorders increased significantly in the outpatient setting (14%), home health setting (84%), and on prescription medications (17%), it decreased in the inpatient setting and remained stable for emergency care. LIMITATIONS Study limitations include an inability to determine specific components of cost in each setting, analyze costs for distinct depressive and bipolar disorders by four- or five-digit diagnosis code, and the potential for recall bias during data collection. CONCLUSIONS Spending on outpatient care, prescription medications, and home health care for mood disorder patients grew significantly between 2007 and 2017, but decreased for inpatient care and remained stable in the emergency care setting. Future research should examine drivers of spending in these settings and explore ways to improve patient outcomes and stabilize growing healthcare expenditures.
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Affiliation(s)
- Hammad A Khan
- Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Konrad D Knusel
- Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Joseph R Calabrese
- Mood Disorders Program, Department of Psychiatry, Case Western Reserve University, University Hospitals of Cleveland, Cleveland, Ohio, USA
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29
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Köhler-Forsberg O, Sylvia LG, Ruberto VL, Kuperberg M, Shannon AP, Fung V, Overhage L, Calabrese JR, Thase M, Bowden CL, Shelton RC, McInnis M, Deckersbach T, Tohen M, Kocsis JH, Ketter TA, Friedman ES, Iosifescu DV, McElroy S, Ostacher MJ, Nierenberg AA. Familial severe psychiatric history in bipolar disorder and correlation with disease severity and treatment response. J Affect Disord 2020; 273:131-137. [PMID: 32421593 DOI: 10.1016/j.jad.2020.03.157] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 02/16/2020] [Accepted: 03/29/2020] [Indexed: 01/05/2023]
Abstract
BACKGROUND Bipolar disorder is a heritable disorder, and we aimed to assess the impact of family history of mental disorders in first-degree relatives on the severity and course of bipolar disorder. METHODS The Bipolar CHOICE (lithium versus quetiapine) and LiTMUS (optimized treatment with versus without lithium) comparative effectiveness studies were similar trials among bipolar disorder outpatients studying four different randomized treatment arms for 24 weeks. Patients self-reported on six severe mental disorders among first-degree relatives. We performed ANOVA and linear regression regarding disease severity measures, sociodemographic and cardiometabolic markers and mixed effects linear regression to evaluate treatment response. RESULTS Among 757 patients, 644 (85.1%) reported at least one first-degree relative with a severe mental disorder (mean=2.8; standard deviation=2.2; range=0-13). Depression (67.1%), alcohol abuse (51.0%) and bipolar disorder (47.0%) were the most frequently reported disorders. Familial psychiatric history correlated with several disease severity measures (hospitalizations, suicide attempts, and earlier onset) and sociodemographic markers (lower education and household income) but not with cardiometabolic markers (e.g. cholesterol or waist circumference) or cardiovascular risk scores, e.g. the Framingham risk score. Patients with familial psychiatric history tended to require more psychopharmacological treatment (p=0.054) but responded similarly (all p>0.1) to all four treatment arms. CONCLUSIONS Our findings indicate that familial psychiatric history is common among outpatients with bipolar disorder and correlates with disease severity and sociodemographic measures. Patients with a greater familial psychiatric load required more intense treatment but achieved similar treatment responses compared to patients without familial psychiatric history.
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Affiliation(s)
- Ole Köhler-Forsberg
- Psychosis Research Unit, Aarhus University Hospital Psychiatry, Denmark; Department of Clinical Medicin, Aarhus University, Aarhus, Denmark; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| | - Louisa G Sylvia
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Valerie L Ruberto
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Maya Kuperberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Alec P Shannon
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Vicki Fung
- Mongan Institute, Massachusetts General Hospital; Department of Medicine, Harvard Medical School
| | | | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | - Michael Thase
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
| | - Charles L Bowden
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX, USA
| | - Richard C Shelton
- Department of Psychiatry, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Melvin McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Thilo Deckersbach
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Mauricio Tohen
- Department of Psychiatry, University of New Mexico Health Science Center, Albuquerque, NM, USA
| | - James H Kocsis
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, USA
| | - Terence A Ketter
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Edward S Friedman
- Department of Psychiatry, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Dan V Iosifescu
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Susan McElroy
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH and Lindner Center of HOPE, Mason, OH, USA
| | - Michael J Ostacher
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Andrew A Nierenberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
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30
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Earley WR, Burgess MV, Khan B, Rekeda L, Suppes T, Tohen M, Calabrese JR. Efficacy and safety of cariprazine in bipolar I depression: A double-blind, placebo-controlled phase 3 study. Bipolar Disord 2020; 22:372-384. [PMID: 31628698 PMCID: PMC7318333 DOI: 10.1111/bdi.12852] [Citation(s) in RCA: 181] [Impact Index Per Article: 45.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVE To assess the efficacy, safety, and tolerability of cariprazine in the treatment of the depressed phase of bipolar I disorder in adults (NCT02670538). METHODS In this phase 3 double-blind placebo-controlled study, adult patients with bipolar I disorder according to the Diagnostic and Statistical Manual - 5th Edition criteria and a current depressive episode were randomized to placebo (n = 167), cariprazine 1.5 mg/day (n = 168) or cariprazine 3.0 mg/day (n = 158). Efficacy parameters were changes in the Montgomery-Åsberg Depression Rating Scale (MADRS) total scores (primary) and Clinical Global Impressions - Severity (CGI-S) scores (secondary) from baseline to Week 6 compared to placebo. A mixed-model for repeated measures was used to estimate the least-squares mean differences (LSMD); P-values were adjusted for multiplicity. Adverse events (AEs), laboratory results, vital signs, and suicide risk were monitored. RESULTS Cariprazine 1.5 mg/day significantly reduced depressive symptoms on the primary (MADRS LSMD = -2.5; adjusted P = .0417) and secondary (CGI-S LSMD = -0.3; adjusted P = .0417) efficacy parameters vs placebo; differences were not statistically significant for cariprazine 3.0 mg/day. Common treatment-emergent AEs (≥5% in either cariprazine group and at least twice the incidence of placebo) were akathisia, restlessness, nausea, and fatigue. Mean metabolic parameter changes were low and generally comparable among groups; mean weight increases were ≤0.5 kg for all groups. CONCLUSIONS Cariprazine 1.5 mg/day significantly reduced depressive symptoms in adults with bipolar I depression compared to placebo, but differences were not significant for cariprazine 3.0 mg/day. The safety and tolerability profiles were similar to previous studies of cariprazine.
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Affiliation(s)
| | | | - Barbara Khan
- Department of Clinical DevelopmentAllergan plcMadisonNJUSA
| | | | - Trisha Suppes
- Department of Psychiatry and Behavioral SciencesStanford University School of Medicine and V.A. Palo Alto Health Care SystemPalo AltoCAUSA
| | - Mauricio Tohen
- Department of Psychiatry and Behavioral SciencesUniversity of New MexicoAlbuquerqueNMUSA
| | - Joseph R. Calabrese
- Department of PsychiatryCase Western Reserve School of MedicineClevelandOHUSA
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Gao K, Arnold JG, Prihoda TJ, Quinones M, Singh V, Schinagle M, Conroy C, D'Arcangelo N, Bai Y, Calabrese JR, Bowden CL. Sequential Multiple Assignment Randomized Treatment (SMART) for Bipolar Disorder at Any Phase of Illness and at least Mild Symptom Severity. Psychopharmacol Bull 2020; 50:8-25. [PMID: 32508363 PMCID: PMC7255841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
OBJECTIVES To sequentially study the effectiveness of lithium and divalproex monotherapy and adjunctive therapy with quetiapine or lamotrigine in the acute and continuation treatment of bipolar I or II disorder at any phase of illness and at least mild symptom severity. METHODS From June 2011 to December 2016, patients with bipolar I or II disorder (using DSM-IV diagnostic criteria) and CGI-S (Clinical Global Impression-Severity) ⩾ 3 were randomized to receive lithium or divalproex monotherapy for 2 weeks. Patients who had CGI-S-depression ⩾ 3 for 2 weeks at any time after 2-week monotherapy were randomly assigned to receive quetiapine or lamotrigine, or remaining on monotherapy for a total of 26 weeks. RESULTS The rates of early termination due to lack of efficacy and side effects and changes in BISS (Bipolar Inventory of Symptoms Scale) and CGI-S total score were not significantly different between lithium and divalproex. The completion rate was significantly higher with adjunctive therapy than with monotherapy. BISS and CGI-S total scores, and their sub-scores were significantly reduced with adjunctive therapy compared to monotherapy. Adjunctive therapy significantly increased survival times compared to monotherapy (hazard ratio = 6.8), and the monotherapy group had a significantly increased risk for not reaching sustained recovery from depression (hazard ratio = 12.7). Patients who did not need the 2nd randomization and remained on monotherapy had a significantly reduced hazard for discontinuation (hazard ratio = 3.8). CONCLUSIONS The efficacy of lithium and divalproex as monotherapy was modest. Adjunctive lamotrigine and quetiapine to either one was well-tolerated and equally effective in reducing bipolar symptomatology, but adjunctive therapy should be initiated as early as possible when depression symptoms are present.
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Affiliation(s)
- Keming Gao
- Gao, MD, PhD, Schinagle, MD, Calabrese, MD, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Case Western Reserve University School of Medicine, Cleveland, Ohio. Arnold, PhD, Bowden, MD, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Prihoda, PhD, Department of Pathology, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Quinones, MD, IKARE Mood, Trauma, and Recovery Clinic, San Antonio, Texas. Singh, MD, Department of Psychiatry, Texas Tech University Health Sciences Center at El Paso, El Paso, Texas. Conroy, MPH, D'Arcangelo, MSW, Case Western Reserve University School of Medicine. Cleveland, Ohio. Bai, MD, MS, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Shenzhen Kangning Hospital, Shenzhen, Guandong Province, China
| | - Jodi G Arnold
- Gao, MD, PhD, Schinagle, MD, Calabrese, MD, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Case Western Reserve University School of Medicine, Cleveland, Ohio. Arnold, PhD, Bowden, MD, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Prihoda, PhD, Department of Pathology, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Quinones, MD, IKARE Mood, Trauma, and Recovery Clinic, San Antonio, Texas. Singh, MD, Department of Psychiatry, Texas Tech University Health Sciences Center at El Paso, El Paso, Texas. Conroy, MPH, D'Arcangelo, MSW, Case Western Reserve University School of Medicine. Cleveland, Ohio. Bai, MD, MS, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Shenzhen Kangning Hospital, Shenzhen, Guandong Province, China
| | - Thomas J Prihoda
- Gao, MD, PhD, Schinagle, MD, Calabrese, MD, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Case Western Reserve University School of Medicine, Cleveland, Ohio. Arnold, PhD, Bowden, MD, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Prihoda, PhD, Department of Pathology, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Quinones, MD, IKARE Mood, Trauma, and Recovery Clinic, San Antonio, Texas. Singh, MD, Department of Psychiatry, Texas Tech University Health Sciences Center at El Paso, El Paso, Texas. Conroy, MPH, D'Arcangelo, MSW, Case Western Reserve University School of Medicine. Cleveland, Ohio. Bai, MD, MS, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Shenzhen Kangning Hospital, Shenzhen, Guandong Province, China
| | - Marlon Quinones
- Gao, MD, PhD, Schinagle, MD, Calabrese, MD, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Case Western Reserve University School of Medicine, Cleveland, Ohio. Arnold, PhD, Bowden, MD, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Prihoda, PhD, Department of Pathology, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Quinones, MD, IKARE Mood, Trauma, and Recovery Clinic, San Antonio, Texas. Singh, MD, Department of Psychiatry, Texas Tech University Health Sciences Center at El Paso, El Paso, Texas. Conroy, MPH, D'Arcangelo, MSW, Case Western Reserve University School of Medicine. Cleveland, Ohio. Bai, MD, MS, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Shenzhen Kangning Hospital, Shenzhen, Guandong Province, China
| | - Vivek Singh
- Gao, MD, PhD, Schinagle, MD, Calabrese, MD, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Case Western Reserve University School of Medicine, Cleveland, Ohio. Arnold, PhD, Bowden, MD, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Prihoda, PhD, Department of Pathology, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Quinones, MD, IKARE Mood, Trauma, and Recovery Clinic, San Antonio, Texas. Singh, MD, Department of Psychiatry, Texas Tech University Health Sciences Center at El Paso, El Paso, Texas. Conroy, MPH, D'Arcangelo, MSW, Case Western Reserve University School of Medicine. Cleveland, Ohio. Bai, MD, MS, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Shenzhen Kangning Hospital, Shenzhen, Guandong Province, China
| | - Martha Schinagle
- Gao, MD, PhD, Schinagle, MD, Calabrese, MD, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Case Western Reserve University School of Medicine, Cleveland, Ohio. Arnold, PhD, Bowden, MD, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Prihoda, PhD, Department of Pathology, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Quinones, MD, IKARE Mood, Trauma, and Recovery Clinic, San Antonio, Texas. Singh, MD, Department of Psychiatry, Texas Tech University Health Sciences Center at El Paso, El Paso, Texas. Conroy, MPH, D'Arcangelo, MSW, Case Western Reserve University School of Medicine. Cleveland, Ohio. Bai, MD, MS, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Shenzhen Kangning Hospital, Shenzhen, Guandong Province, China
| | - Carla Conroy
- Gao, MD, PhD, Schinagle, MD, Calabrese, MD, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Case Western Reserve University School of Medicine, Cleveland, Ohio. Arnold, PhD, Bowden, MD, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Prihoda, PhD, Department of Pathology, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Quinones, MD, IKARE Mood, Trauma, and Recovery Clinic, San Antonio, Texas. Singh, MD, Department of Psychiatry, Texas Tech University Health Sciences Center at El Paso, El Paso, Texas. Conroy, MPH, D'Arcangelo, MSW, Case Western Reserve University School of Medicine. Cleveland, Ohio. Bai, MD, MS, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Shenzhen Kangning Hospital, Shenzhen, Guandong Province, China
| | - Nicole D'Arcangelo
- Gao, MD, PhD, Schinagle, MD, Calabrese, MD, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Case Western Reserve University School of Medicine, Cleveland, Ohio. Arnold, PhD, Bowden, MD, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Prihoda, PhD, Department of Pathology, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Quinones, MD, IKARE Mood, Trauma, and Recovery Clinic, San Antonio, Texas. Singh, MD, Department of Psychiatry, Texas Tech University Health Sciences Center at El Paso, El Paso, Texas. Conroy, MPH, D'Arcangelo, MSW, Case Western Reserve University School of Medicine. Cleveland, Ohio. Bai, MD, MS, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Shenzhen Kangning Hospital, Shenzhen, Guandong Province, China
| | - Yuanhan Bai
- Gao, MD, PhD, Schinagle, MD, Calabrese, MD, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Case Western Reserve University School of Medicine, Cleveland, Ohio. Arnold, PhD, Bowden, MD, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Prihoda, PhD, Department of Pathology, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Quinones, MD, IKARE Mood, Trauma, and Recovery Clinic, San Antonio, Texas. Singh, MD, Department of Psychiatry, Texas Tech University Health Sciences Center at El Paso, El Paso, Texas. Conroy, MPH, D'Arcangelo, MSW, Case Western Reserve University School of Medicine. Cleveland, Ohio. Bai, MD, MS, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Shenzhen Kangning Hospital, Shenzhen, Guandong Province, China
| | - Joseph R Calabrese
- Gao, MD, PhD, Schinagle, MD, Calabrese, MD, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Case Western Reserve University School of Medicine, Cleveland, Ohio. Arnold, PhD, Bowden, MD, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Prihoda, PhD, Department of Pathology, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Quinones, MD, IKARE Mood, Trauma, and Recovery Clinic, San Antonio, Texas. Singh, MD, Department of Psychiatry, Texas Tech University Health Sciences Center at El Paso, El Paso, Texas. Conroy, MPH, D'Arcangelo, MSW, Case Western Reserve University School of Medicine. Cleveland, Ohio. Bai, MD, MS, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Shenzhen Kangning Hospital, Shenzhen, Guandong Province, China
| | - Charles L Bowden
- Gao, MD, PhD, Schinagle, MD, Calabrese, MD, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Case Western Reserve University School of Medicine, Cleveland, Ohio. Arnold, PhD, Bowden, MD, Department of Psychiatry, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Prihoda, PhD, Department of Pathology, University of Texas Health Science Center at San Antonio, San Antonio, Texas. Quinones, MD, IKARE Mood, Trauma, and Recovery Clinic, San Antonio, Texas. Singh, MD, Department of Psychiatry, Texas Tech University Health Sciences Center at El Paso, El Paso, Texas. Conroy, MPH, D'Arcangelo, MSW, Case Western Reserve University School of Medicine. Cleveland, Ohio. Bai, MD, MS, Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, Ohio, and Shenzhen Kangning Hospital, Shenzhen, Guandong Province, China
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Krystal AD, Pizzagalli DA, Smoski M, Mathew SJ, Nurnberger J, Lisanby SH, Iosifescu D, Murrough JW, Yang H, Weiner RD, Calabrese JR, Sanacora G, Hermes G, Keefe RSE, Song A, Goodman W, Szabo ST, Whitton AE, Gao K, Potter WZ. A randomized proof-of-mechanism trial applying the 'fast-fail' approach to evaluating κ-opioid antagonism as a treatment for anhedonia. Nat Med 2020; 26:760-768. [PMID: 32231295 PMCID: PMC9949770 DOI: 10.1038/s41591-020-0806-7] [Citation(s) in RCA: 116] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2019] [Accepted: 02/20/2020] [Indexed: 12/28/2022]
Abstract
The National Institute of Mental Health (NIMH) 'fast-fail' approach seeks to improve too-often-misleading early-phase drug development methods by incorporating biomarker-based proof-of-mechanism (POM) testing in phase 2a. This first comprehensive application of the fast-fail approach evaluated the potential of κ-opioid receptor (KOR) antagonism for treating anhedonia with a POM study determining whether robust target engagement favorably impacts the brain circuitry hypothesized to mediate clinical effects. Here we report the results from a multicenter, 8-week, double-blind, placebo-controlled, randomized trial in patients with anhedonia and a mood or anxiety disorder (selective KOR antagonist (JNJ-67953964, 10 mg; n = 45) and placebo (n = 44)). JNJ-67953964 significantly increased functional magnetic resonance imaging (fMRI) ventral striatum activation during reward anticipation (primary outcome) as compared to placebo (baseline-adjusted mean: JNJ-67953964, 0.72 (s.d. = 0.67); placebo, 0.33 (s.d. = 0.68); F(1,86) = 5.58, P < 0.01; effect size = 0.58 (95% confidence interval, 0.13-0.99)). JNJ-67953964, generally well tolerated, was not associated with any serious adverse events. This study supports proceeding with assessment of the clinical impact of target engagement and serves as a model for implementing the 'fast-fail' approach.
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Affiliation(s)
- Andrew D. Krystal
- University of California San Francisco, San Francisco, CA,Duke University School of Medicine, Durham, NC,Address Correspondence to: Andrew D. Krystal, MD, MS, Department of Psychiatry, University of California San Francisco, Box 0984-F, 401 Parnassus Ave, San Francisco, CA 94143-0984, , 415-823-3227
| | | | | | - Sanjay J. Mathew
- Baylor College of Medicine, Houston TX;,Michael E. Debakey VA Medical Center, Houston, TX
| | | | | | - Dan Iosifescu
- New York University School of Medicine, New York, NY
| | | | | | | | | | | | | | | | - Allen Song
- Duke University School of Medicine, Durham, NC
| | | | - Steven T. Szabo
- Duke University School of Medicine, Durham, NC,Durham VA Health Care System, Durham, NC
| | - Alexis E. Whitton
- McLean Hospital, Harvard Medical School, Belmont MA,The University of Sydney, Sydney, Australia
| | - Keming Gao
- Case Western Reserve School of Medicine, Cleveland, OH
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Haro G, Calabrese JR, Larsson C, Shirley ER, Martín E, Leal C, Delgado PL. The relationship of personality traits to substance abuse in patients with bipolar disorder. Eur Psychiatry 2020; 22:305-8. [PMID: 17521889 DOI: 10.1016/j.eurpsy.2007.03.009] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2007] [Revised: 03/25/2007] [Accepted: 03/28/2007] [Indexed: 11/26/2022] Open
Abstract
AbstractPurposeThe aim of this study is to determine if personality traits contribute to the likelihood of substance abuse in Bipolar Disorder (BD).Subjects/materials and methodsFifty-nine patients meeting DSM-IV criteria for BD: 20 without any history of Substance Related Disorder (SRD), 21 with a lifetime history of SRD but without current SRD, and 18 with current SRD. Patients filled out the TCI, the differences were analyzed by ANOVA and the likelihood was obtained by Multinomial Logistic Regression.ResultsOnly Novelty Seeking (NS) is statistically different between the groups. Patients with BD with current SRD have higher rates in NS than those with past SRD, and those without a history of SRD. NS was confirmed as a predicting variable, both to current SRD (OR [CI 95%] = 1.039/1.351; p = 0.011) and past SRD (OR [CI 95%] = 1.004/1.277; p = 0.042) on patients with BD.DiscussionThe results shown would appear to confirm the relationship of NS with the SRD, so long as there is no clear evidence that indicates the association of NS with BD.ConclusionsThere appears a greater predisposition to develop SRD in those patients with a higher degree of NS. The use of the Cloninger's TCI could be used in BD to determine the risk of developing an SRD. Early detection might help improve prognosis.
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Affiliation(s)
- Gonzalo Haro
- Dual Pathology Unit, Psychiatry Department, Hospital de la Ribera, C/Onda s/n, 46600 Alzira, Valencia, Spain.
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Calabrese JR, Rapport DJ, Youngstrom EA, Jackson K, Bilali S, Findling RL. New data on the use of lithium, divalproate, and lamotrigine in rapid cycling bipolar disorder. Eur Psychiatry 2020; 20:92-5. [PMID: 15797691 DOI: 10.1016/j.eurpsy.2004.12.003] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2004] [Accepted: 12/30/2004] [Indexed: 11/18/2022] Open
Abstract
AbstractThe rapid cycling variant of bipolar disorder is defined as the occurrence of four periods of either manic or depressive illness within 12 months. Patients suffering from this variant of bipolar disorder have an unmet need for effective treatment. This review examines two major studies in an attempt to update understanding of the current therapies available to treat rapid cycling patients. The first trial compares lamotrigine versus placebo in 182 patients studied for 6 months. The second is a recently completed, 20-month trial comparing divalproate and lithium in 60 patients. Both trials had a double-blind, randomized parallel-group design. The data from the latter study indicate that there are no large differences in efficacy between lithium and divalproate in the long-term treatment of rapid cycling bipolar disorder. In addition, lamotrigine has the potential to complement the spectrum of lithium and divalproate through its greater efficacy for depressive symptoms.
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Affiliation(s)
- J R Calabrese
- Case Western Reserve University School of Medicine, University Hospitals of Cleveland, 11400 Euclid Avenue, Suite 200, Cleveland, OH 44106, USA.
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Yaramala SR, McElroy SL, Geske J, Winham S, Gao K, Reilly-Harrington NA, Ketter TA, Deckersbach T, Kinrys G, Kamali M, Sylvia LG, McInnis MG, Friedman ES, Thase ME, Kocsis JH, Tohen M, Calabrese JR, Bowden CL, Shelton RC, Nierenberg AA, Bobo WV. The impact of binge eating behavior on lithium- and quetiapine-associated changes in body weight, body mass index, and waist circumference during 6 months of treatment: Findings from the bipolar CHOICE study. J Affect Disord 2020; 266:772-781. [PMID: 30241956 DOI: 10.1016/j.jad.2018.09.025] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Revised: 08/12/2018] [Accepted: 09/11/2018] [Indexed: 01/29/2023]
Abstract
BACKGROUND Lithium and quetiapine can cause weight gain, but their comparative longer term anthropometric effects are unknown, as are the potential moderating effects of baseline binge-eating (BE) behavior. METHODS We assessed 6 month changes in body weight, body mass index (BMI) and waist circumference in 482 adults with DSM-IV bipolar disorders who participated in a comparative effectiveness study of lithium and quetiapine with evidence-based adjunctive treatment (Bipolar CHOICE). Anthropometric measurements were obtained at baseline, and at 2, 4, 6, 8, 12, 16, 20, and 24 weeks. BE behavior was defined as affirmative responses to MINI items M1 and M3 at baseline. Data were analyzed using a mixed model repeated measures approach, adjusted for baseline values of dependent measures. RESULTS On average, body weight and BMI increased over 6 months with lithium and quetiapine. However, those treated with quetiapine experienced greater increases from baseline in body weight (peak change, + 3.6 lbs. vs. + 1.4 lbs.) and BMI (peak change, + 0.6 kg/m2 vs. + 0.3 kg/m2), starting at 2 weeks (group x time, F8,3052 = 2.9, p = 0.003 for body weight, F8,3052 = 3.0, p = 0.002 for BMI). Significant increases in waist circumference were observed only with quetiapine. The relationship between drug treatment and changes in body weight (group x time x binge eating status, F1,2770 = 2.0, p = 0.002), BMI (F1,2767 = 2.0, p = 0.002), and waist circumference (women only, F25,1621 = 2.9, p < 0.0001) were moderated by BE behavior. The largest increases over 24 weeks in body weight and BMI, and waist circumference in women, occurred for quetiapine-treated patients with baseline binge-eating, relative to quetiapine-treated patients without binge eating and lithium-treated patients with or without baseline binge-eating. LIMITATIONS Bipolar CHOICE was not designed to study anthropometric outcomes. CONCLUSIONS Greater changes in body weight, BMI, and waist circumference occurred with quetiapine- versus lithium-based treatment over 6 months of treatment. The effects of study drugs on these anthropometric measures were moderated by BE behavior at baseline.
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Affiliation(s)
| | - Susan L McElroy
- Lindner Center of HOPE, Mason, OH, USA; Department of Psychiatry, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jennifer Geske
- Department of Biomedical Statistics & Informatics, Mayo Clinic, Rochester, MN USA
| | - Stacey Winham
- Department of Biomedical Statistics & Informatics, Mayo Clinic, Rochester, MN USA
| | - Keming Gao
- Bipolar Disorders Research Center, University Hospital's Case Medical Center, Case Western Reserve University, Cleveland, OH USA
| | - Noreen A Reilly-Harrington
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA,USA; Harvard Medical School, Boston, MA, USA
| | - Terence A Ketter
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Thilo Deckersbach
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA,USA; Harvard Medical School, Boston, MA, USA
| | - Gustavo Kinrys
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA,USA; Harvard Medical School, Boston, MA, USA
| | - Masoud Kamali
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA,USA; Harvard Medical School, Boston, MA, USA
| | - Louisa G Sylvia
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA,USA; Harvard Medical School, Boston, MA, USA
| | - Melvin G McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | | | - Machael E Thase
- Department of Psychiatry, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - James H Kocsis
- Department of Psychiatry, Weill Cornell Medical College, Ithaca, NY, USA
| | - Mauricio Tohen
- Department of Psychiatry & Behavioral Sciences, University of New Mexico, Health Sciences Center, Albuquerque, NM, USA
| | - Joseph R Calabrese
- Bipolar Disorders Research Center, University Hospital's Case Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Charles L Bowden
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX
| | - Richard C Shelton
- Department of Psychiatry and Behavioral Neurobiology, The University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Andrew A Nierenberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA,USA; Harvard Medical School, Boston, MA, USA
| | - William V Bobo
- Department of Psychiatry & Psychology, Mayo Clinic, Jacksonville, FL USA.
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Dalvie S, Maihofer AX, Coleman JRI, Bradley B, Breen G, Brick LA, Chen CY, Choi KW, Duncan LE, Guffanti G, Haas M, Harnal S, Liberzon I, Nugent NR, Provost AC, Ressler KJ, Torres K, Amstadter AB, Bryn Austin S, Baker DG, Bolger EA, Bryant RA, Calabrese JR, Delahanty DL, Farrer LA, Feeny NC, Flory JD, Forbes D, Galea S, Gautam A, Gelernter J, Hammamieh R, Jett M, Junglen AG, Kaufman ML, Kessler RC, Khan A, Kranzler HR, Lebois LAM, Marmar C, Mavissakalian MR, McFarlane A, Donnell MO, Orcutt HK, Pietrzak RH, Risbrough VB, Roberts AL, Rothbaum AO, Roy-Byrne P, Ruggiero K, Seligowski AV, Sheerin CM, Silove D, Smoller JW, Stein MB, Teicher MH, Ursano RJ, Van Hooff M, Winternitz S, Wolff JD, Yehuda R, Zhao H, Zoellner LA, Stein DJ, Koenen KC, Nievergelt CM. Genomic influences on self-reported childhood maltreatment. Transl Psychiatry 2020; 10:38. [PMID: 32066696 PMCID: PMC7026037 DOI: 10.1038/s41398-020-0706-0] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2019] [Revised: 11/28/2019] [Accepted: 12/11/2019] [Indexed: 12/27/2022] Open
Abstract
Childhood maltreatment is highly prevalent and serves as a risk factor for mental and physical disorders. Self-reported childhood maltreatment appears heritable, but the specific genetic influences on this phenotype are largely unknown. The aims of this study were to (1) identify genetic variation associated with self-reported childhood maltreatment, (2) estimate SNP-based heritability (h2snp), (3) assess predictive value of polygenic risk scores (PRS) for childhood maltreatment, and (4) quantify genetic overlap of childhood maltreatment with mental and physical health-related phenotypes, and condition the top hits from our analyses when such overlap is present. Genome-wide association analysis for childhood maltreatment was undertaken, using a discovery sample from the UK Biobank (UKBB) (n = 124,000) and a replication sample from the Psychiatric Genomics Consortium-posttraumatic stress disorder group (PGC-PTSD) (n = 26,290). h2snp for childhood maltreatment and genetic correlations with mental/physical health traits were calculated using linkage disequilibrium score regression. PRS was calculated using PRSice and mtCOJO was used to perform conditional analysis. Two genome-wide significant loci associated with childhood maltreatment (rs142346759, p = 4.35 × 10-8, FOXP1; rs10262462, p = 3.24 × 10-8, FOXP2) were identified in the discovery dataset but were not replicated in PGC-PTSD. h2snp for childhood maltreatment was ~6% and the PRS derived from the UKBB was significantly predictive of childhood maltreatment in PGC-PTSD (r2 = 0.0025; p = 1.8 × 10-15). The most significant genetic correlation of childhood maltreatment was with depressive symptoms (rg = 0.70, p = 4.65 × 10-40), although we show evidence that our top hits may be specific to childhood maltreatment. This is the first large-scale genetic study to identify specific variants associated with self-reported childhood maltreatment. Speculatively, FOXP genes might influence externalizing traits and so be relevant to childhood maltreatment. Alternatively, these variants may be associated with a greater likelihood of reporting maltreatment. A clearer understanding of the genetic relationships of childhood maltreatment, including particular abuse subtypes, with a range of phenotypes, may ultimately be useful in in developing targeted treatment and prevention strategies.
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Affiliation(s)
- Shareefa Dalvie
- SA MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa.
| | - Adam X Maihofer
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Jonathan R I Coleman
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, UK
- King's College London, NIHR BRC at the Maudsley, London, UK
| | - Bekh Bradley
- Atlanta VA Health Care System, Mental Health Service Line, Decatur, GA, USA
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Gerome Breen
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, UK
- King's College London, NIHR BRC at the Maudsley, London, UK
| | - Leslie A Brick
- Alpert Medical School of Brown University, Providence, RI, USA
| | - Chia-Yen Chen
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
| | - Karmel W Choi
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Harvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, USA
- Massachusetts General Hospital, Department of Psychiatry, Boston, MA, USA
| | - Laramie E Duncan
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
| | - Guia Guffanti
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Magali Haas
- Cohen Veterans Bioscience, Cambridge, MA, USA
| | - Supriya Harnal
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
| | - Israel Liberzon
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Nicole R Nugent
- Alpert Medical School of Brown University, Providence, RI, USA
- Bradley/Hasbro Children's Research Center of Rhode Island Hospital, Providence, RI, USA
| | | | - Kerry J Ressler
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Katy Torres
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Ananda B Amstadter
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Richmond, VA, USA
| | - S Bryn Austin
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- Harvard School of Public Health, Department of Social and Behavioral Sciences, Boston, MA, USA
- Boston Children's Hospital, Division of Adolescent and Young Adult Medicine, Boston, MA, USA
- Brigham and Women's Hospital, Channing Division of Network Medicine, Boston, MA, USA
| | - Dewleen G Baker
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego, CA, USA
| | - Elizabeth A Bolger
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Richard A Bryant
- Department of Psychology, University of New South Wales, Sydney, NSW, Australia
| | | | - Douglas L Delahanty
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
- Research and Sponsored Programs, Kent State University, Kent, OH, USA
| | - Lindsay A Farrer
- Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Norah C Feeny
- Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Janine D Flory
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - David Forbes
- Department of Psychiatry, University of Melbourne, Melbourne, VIC, Australia
| | - Sandro Galea
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Aarti Gautam
- US Army Medical Research and Materiel Command, Fort Detrick, MD, USA
| | - Joel Gelernter
- US Department of Veterans Affairs, Department of Psychiatry, West Haven, CT, USA
- VA Connecticut Healthcare Center, West Haven, CT, USA
- Department of Genetics and Neuroscience, Yale University School of Medicine, New Haven, CT, USA
| | - Rasha Hammamieh
- US Army Medical Research and Materiel Command, USACEHR, Fort Detrick, MD, USA
| | - Marti Jett
- US Army Medical Research and Materiel Command, USACEHR, Fort Detrick, MD, USA
| | - Angela G Junglen
- Department of Psychological Sciences, Kent State University, Kent, OH, USA
| | - Milissa L Kaufman
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Ronald C Kessler
- Harvard Medical School, Department of Health Care Policy, Boston, MA, USA
| | - Alaptagin Khan
- McLean Hospital, Belmont, MA, USA
- Harvard Medical School, Department of Health Care Policy, Boston, MA, USA
| | - Henry R Kranzler
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Mental Illness Research, Education and Clinical Center, Crescenz VAMC, Philadelphia, PA, USA
| | - Lauren A M Lebois
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Charles Marmar
- Department of Psychiatry, New York University School of Medicine, New York, NY, USA
| | | | - Alexander McFarlane
- University of Adelaide, Centre for Traumatic Stress Studies, Adelaide, SA, Australia
| | - Meaghan O' Donnell
- Department of Psychiatry, University of Melbourne, Melbourne, VIC, Australia
| | - Holly K Orcutt
- Department of Psychology, Northern Illinois University, DeKalb, IL, USA
| | - Robert H Pietrzak
- U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, West Haven, CT, USA
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Victoria B Risbrough
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Andrea L Roberts
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Alex O Rothbaum
- Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Peter Roy-Byrne
- Department of Psychiatry, University of Washington, Seattle, WA, USA
| | - Ken Ruggiero
- Department of Nursing and Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Antonia V Seligowski
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Christina M Sheerin
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Richmond, VA, USA
| | - Derrick Silove
- Department of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| | - Jordan W Smoller
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Department of Psychiatry, Boston, MA, USA
| | - Murray B Stein
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Million Veteran Program, San Diego, CA, USA
| | - Martin H Teicher
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Robert J Ursano
- Department of Psychiatry, Uniformed Services University, Bethesda, MD, USA
| | - Miranda Van Hooff
- University of Adelaide, Centre for Traumatic Stress Studies, Adelaide, SA, Australia
| | - Sherry Winternitz
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | | | - Rachel Yehuda
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Mental Health, James J. Peters VA Medical Center, Bronx, NY, USA
| | - Hongyu Zhao
- Department of Biostatistics, Yale University, New Haven, CT, USA
| | - Lori A Zoellner
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Dan J Stein
- SA MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - Karestan C Koenen
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Harvard School of Public Health, Department of Epidemiology, Boston, MA, USA
| | - Caroline M Nievergelt
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
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Kamali M, Reilly-Harrington NA, Chang WC, McInnis M, McElroy SL, Ketter TA, Shelton RC, Deckersbach T, Tohen M, Kocsis JH, Calabrese JR, Gao K, Thase ME, Bowden CL, Kinrys G, Bobo WV, Brody BD, Sylvia LG, Rabideau DJ, Nierenberg AA. Bipolar depression and suicidal ideation: Moderators and mediators of a complex relationship. J Affect Disord 2019; 259:164-172. [PMID: 31445343 DOI: 10.1016/j.jad.2019.08.032] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2018] [Revised: 07/27/2019] [Accepted: 08/17/2019] [Indexed: 02/01/2023]
Abstract
INTRODUCTION Not all patients with bipolar depression have suicidal ideation (SI). This study examines some factors that link bipolar depression to SI. METHODS 482 individuals with bipolar I or II were randomized to either lithium or quetiapine plus adjunctive personalized therapy in a 24 week comparative effectiveness trial. Severity of depression and SI were assessed with the Bipolar Inventory of Symptoms Scale (BISS). We examined potential moderators (age, gender, age of illness onset, bipolar type, comorbid anxiety, substance use, past suicide attempts, childhood abuse and treatment arm) and mediators (severity of anxiety, mania, irritability, impairment in functioning (LIFE-RIFT) and satisfaction and enjoyment of life (Q-LES-Q)) of the effect of depression on SI. Statistical analyses were conducted using generalized estimating equations with repeated measures. RESULTS Bipolar type and past suicide attempts moderated the effect of depression on SI. Life satisfaction mediated the effect of depression and SI. The relationship between anxiety, depression and SI was complex due to the high level of correlation. Treatment with lithium or quetiapine did not moderate the effect of depression on SI. LIMITATIONS Suicide assessment was only done using an item on BISS. Patient population was not specifically chosen for high suicide risk. DISCUSSION Individuals with Bipolar II experienced more SI with lower levels of depression severity. A history of suicide predisposed patients to higher levels of SI given the same severity of depression. Reduced life satisfaction mediates the effect of depression on SI and may be a target for therapeutic interventions.
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Affiliation(s)
- Masoud Kamali
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States; Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States.
| | - Noreen A Reilly-Harrington
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
| | - Weilynn C Chang
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States
| | - Melvin McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Susan L McElroy
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati OH and Lindner Center of HOPE, Mason, OH, United States
| | - Terence A Ketter
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Richard C Shelton
- Department of Psychiatry, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Thilo Deckersbach
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
| | - Mauricio Tohen
- Department of Psychiatry, University of New Mexico Health Science Center, Albuquerque, NM, United States
| | - James H Kocsis
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, United States
| | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, United States
| | - Keming Gao
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, United States
| | - Michael E Thase
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, United States
| | - Charles L Bowden
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX, United States
| | - Gustavo Kinrys
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
| | - William V Bobo
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Benjamin D Brody
- Department of Psychiatry, Weill Cornell Medical College, New York, NY, United States
| | - Louisa G Sylvia
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
| | - Dustin J Rabideau
- Department of Biostatistics, Massachusetts General Hospital, Boston, MA, United States
| | - Andrew A Nierenberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
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38
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Abstract
Objective: We reviewed important clinical aspects of bipolar depression, a progressive psychiatric condition that is commonly treated in primary care. Bipolar depression is associated with considerable burden of illness, high suicide risk, and greater morbidity and mortality than bipolar mania. Methods: We identified articles relevant to our narrative review using a multistep search of the literature and applying terms that were relevant to bipolar depression or bipolar disorder. Results: Bipolar depression accounts for the majority of time spent unwell for patients with bipolar disorder; high rates of morbidity and mortality arise from full symptomatic episodes and interepisode subsyndromal symptoms. Bipolar depression is an important contributor to long-term dysfunction for patients with bipolar disorder due to psychosocial impairment, loss of work productivity and high rates of substance abuse. Missed and delayed diagnosis is prevalent due to overlapping symptoms with unipolar depression and other diagnoses. Medical comorbidities (i.e. cardiovascular disease, hypertension, obesity, metabolic syndrome) and psychiatric comorbidities (i.e. anxiety disorder, personality disorder, eating disorder, attention-deficit/hyperactivity disorder) are common. Currently, only three treatments are FDA-approved for bipolar depression; monotherapy antidepressants are not a recommended treatment option. Conclusions: Bipolar disorder is common among primary care patients presenting with depression; it is often treated exclusively in primary care. Clinicians should be alert for symptoms of bipolar disorder in undiagnosed patients, know what symptoms probabilistically suggest bipolar versus unipolar depression, have expertise in providing ongoing treatment to diagnosed patients, and be knowledgeable about managing common medication-related side effects and comorbidities. Prompt and accurate diagnosis is critical.
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Affiliation(s)
- Roger S McIntyre
- Mood Disorders Psychopharmacology Unit, University Health Network , Toronto , Canada
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39
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Nievergelt CM, Maihofer AX, Klengel T, Atkinson EG, Chen CY, Choi KW, Coleman JRI, Dalvie S, Duncan LE, Gelernter J, Levey DF, Logue MW, Polimanti R, Provost AC, Ratanatharathorn A, Stein MB, Torres K, Aiello AE, Almli LM, Amstadter AB, Andersen SB, Andreassen OA, Arbisi PA, Ashley-Koch AE, Austin SB, Avdibegovic E, Babić D, Bækvad-Hansen M, Baker DG, Beckham JC, Bierut LJ, Bisson JI, Boks MP, Bolger EA, Børglum AD, Bradley B, Brashear M, Breen G, Bryant RA, Bustamante AC, Bybjerg-Grauholm J, Calabrese JR, Caldas-de-Almeida JM, Dale AM, Daly MJ, Daskalakis NP, Deckert J, Delahanty DL, Dennis MF, Disner SG, Domschke K, Dzubur-Kulenovic A, Erbes CR, Evans A, Farrer LA, Feeny NC, Flory JD, Forbes D, Franz CE, Galea S, Garrett ME, Gelaye B, Geuze E, Gillespie C, Uka AG, Gordon SD, Guffanti G, Hammamieh R, Harnal S, Hauser MA, Heath AC, Hemmings SMJ, Hougaard DM, Jakovljevic M, Jett M, Johnson EO, Jones I, Jovanovic T, Qin XJ, Junglen AG, Karstoft KI, Kaufman ML, Kessler RC, Khan A, Kimbrel NA, King AP, Koen N, Kranzler HR, Kremen WS, Lawford BR, Lebois LAM, Lewis CE, Linnstaedt SD, Lori A, Lugonja B, Luykx JJ, Lyons MJ, Maples-Keller J, Marmar C, Martin AR, Martin NG, Maurer D, Mavissakalian MR, McFarlane A, McGlinchey RE, McLaughlin KA, McLean SA, McLeay S, Mehta D, Milberg WP, Miller MW, Morey RA, Morris CP, Mors O, Mortensen PB, Neale BM, Nelson EC, Nordentoft M, Norman SB, O'Donnell M, Orcutt HK, Panizzon MS, Peters ES, Peterson AL, Peverill M, Pietrzak RH, Polusny MA, Rice JP, Ripke S, Risbrough VB, Roberts AL, Rothbaum AO, Rothbaum BO, Roy-Byrne P, Ruggiero K, Rung A, Rutten BPF, Saccone NL, Sanchez SE, Schijven D, Seedat S, Seligowski AV, Seng JS, Sheerin CM, Silove D, Smith AK, Smoller JW, Sponheim SR, Stein DJ, Stevens JS, Sumner JA, Teicher MH, Thompson WK, Trapido E, Uddin M, Ursano RJ, van den Heuvel LL, Van Hooff M, Vermetten E, Vinkers CH, Voisey J, Wang Y, Wang Z, Werge T, Williams MA, Williamson DE, Winternitz S, Wolf C, Wolf EJ, Wolff JD, Yehuda R, Young RM, Young KA, Zhao H, Zoellner LA, Liberzon I, Ressler KJ, Haas M, Koenen KC. International meta-analysis of PTSD genome-wide association studies identifies sex- and ancestry-specific genetic risk loci. Nat Commun 2019; 10:4558. [PMID: 31594949 PMCID: PMC6783435 DOI: 10.1038/s41467-019-12576-w] [Citation(s) in RCA: 277] [Impact Index Per Article: 55.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 09/18/2019] [Indexed: 12/14/2022] Open
Abstract
The risk of posttraumatic stress disorder (PTSD) following trauma is heritable, but robust common variants have yet to be identified. In a multi-ethnic cohort including over 30,000 PTSD cases and 170,000 controls we conduct a genome-wide association study of PTSD. We demonstrate SNP-based heritability estimates of 5-20%, varying by sex. Three genome-wide significant loci are identified, 2 in European and 1 in African-ancestry analyses. Analyses stratified by sex implicate 3 additional loci in men. Along with other novel genes and non-coding RNAs, a Parkinson's disease gene involved in dopamine regulation, PARK2, is associated with PTSD. Finally, we demonstrate that polygenic risk for PTSD is significantly predictive of re-experiencing symptoms in the Million Veteran Program dataset, although specific loci did not replicate. These results demonstrate the role of genetic variation in the biology of risk for PTSD and highlight the necessity of conducting sex-stratified analyses and expanding GWAS beyond European ancestry populations.
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Affiliation(s)
- Caroline M Nievergelt
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA.
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA.
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA.
| | - Adam X Maihofer
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Torsten Klengel
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
- University Medical Center Goettingen, Department of Psychiatry, Göttingen, DE, Germany
| | - Elizabeth G Atkinson
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
| | - Chia-Yen Chen
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
| | - Karmel W Choi
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Department of Psychiatry, Boston, MA, USA
- Harvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, USA
| | - Jonathan R I Coleman
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, GB, USA
- King's College London, NIHR BRC at the Maudsley, London, GB, USA
| | - Shareefa Dalvie
- University of Cape Town, SA MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, Cape Town, Western Cape, ZA, USA
| | - Laramie E Duncan
- Stanford University, Department of Psychiatry and Behavioral Sciences, Stanford, CA, USA
| | - Joel Gelernter
- US Department of Veterans Affairs, Department of Psychiatry, West Haven, CT, USA
- Yale University School of Medicine, Department of Genetics and Neuroscience, New Haven, CT, USA
- VA Connecticut Healthcare Center, West Haven, CT, USA
| | - Daniel F Levey
- VA Connecticut Healthcare Center, West Haven, CT, USA
- Yale University School of Medicine, Department of Psychiatry, New Haven, CT, USA
| | - Mark W Logue
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, USA
| | - Renato Polimanti
- VA Connecticut Healthcare Center, West Haven, CT, USA
- Yale University School of Medicine, Department of Psychiatry, New Haven, CT, USA
| | | | | | - Murray B Stein
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Million Veteran Program, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego, CA, USA
| | - Katy Torres
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Allison E Aiello
- Gillings School of Global Public Health, Department of Epidemiology, Chapel Hill, NC, USA
| | - Lynn M Almli
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Ananda B Amstadter
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Richmond, VA, USA
| | - Søren B Andersen
- The Danish Veteran Centre, Research and Knowledge Centre, Ringsted, Sjaelland, Denmark
| | - Ole A Andreassen
- University of Oslo, Institute of Clinical Medicine, Oslo, NO, Norway
| | - Paul A Arbisi
- Minneapolis VA Health Care System, Mental Health Service Line, Minneapolis, MN, USA
| | | | - S Bryn Austin
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- Boston Children's Hospital, Division of Adolescent and Young Adult Medicine, Boston, MA, USA
- Brigham and Women's Hospital, Channing Division of Network Medicine, Boston, MA, USA
- Harvard School of Public Health, Department of Social and Behavioral Sciences, Boston, MA, USA
| | - Esmina Avdibegovic
- University Clinical Center of Tuzla, Department of Psychiatry, Tuzla, BA, Bosnia and Herzegovina
| | - Dragan Babić
- University Clinical Center of Mostar, Department of Psychiatry, Mostar, BA, Bosnia and Herzegovina
| | - Marie Bækvad-Hansen
- Statens Serum Institut, Department for Congenital Disorders, Copenhagen, DK, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
| | - Dewleen G Baker
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Psychiatry Service, San Diego, CA, USA
| | - Jean C Beckham
- Durham VA Medical Center, Research, Durham, NC, USA
- Duke University, Department of Psychiatry and Behavioral Sciences, Durham, NC, USA
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, USA
| | - Laura J Bierut
- Washington University in Saint Louis School of Medicine, Department of Psychiatry, Saint Louis, MO, USA
| | - Jonathan I Bisson
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, UK
| | - Marco P Boks
- UMC Utrecht Brain Center Rudolf Magnus, Department of Translational Neuroscience, Utrecht, Utrecht, NL, Netherlands
| | - Elizabeth A Bolger
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Anders D Børglum
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Aarhus University, Centre for Integrative Sequencing, iSEQ, Aarhus, DK, Denmark
- Aarhus University, Department of Biomedicine - Human Genetics, Aarhus, DK, Denmark
| | - Bekh Bradley
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
- Atlanta VA Health Care System, Mental Health Service Line, Decatur, GA, USA
| | - Megan Brashear
- Louisiana State University Health Sciences Center, School of Public Health and Department of Epidemiology, New Orleans, LA, USA
| | - Gerome Breen
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, London, GB, USA
- King's College London, NIHR BRC at the Maudsley, London, GB, USA
| | - Richard A Bryant
- University of New South Wales, Department of Psychology, Sydney, NSW, Australia
| | - Angela C Bustamante
- University of Michigan Medical School, Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Ann Arbor, MI, USA
| | - Jonas Bybjerg-Grauholm
- Statens Serum Institut, Department for Congenital Disorders, Copenhagen, DK, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
| | | | - José M Caldas-de-Almeida
- CEDOC -Chronic Diseases Research Centre, Lisbon Institute of Global Mental Health, Lisbon, PT, Portugal
| | - Anders M Dale
- University of California San Diego, Department of Radiology, Department of Neurosciences, La Jolla, CA, USA
| | - Mark J Daly
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
| | - Nikolaos P Daskalakis
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
- Cohen Veterans Bioscience, Cambridge, MA, USA
- Icahn School of Medicine at Mount Sinai, Department of Psychiatry, New York, NY, USA
| | - Jürgen Deckert
- University Hospital of Würzburg, Center of Mental Health, Psychiatry, Psychosomatics and Psychotherapy, Würzburg, DE, Germany
| | - Douglas L Delahanty
- Kent State University, Department of Psychological Sciences, Kent, OH, USA
- Kent State University, Research and Sponsored Programs, Kent, OH, USA
| | - Michelle F Dennis
- Durham VA Medical Center, Research, Durham, NC, USA
- Duke University, Department of Psychiatry and Behavioral Sciences, Durham, NC, USA
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, USA
| | - Seth G Disner
- Minneapolis VA Health Care System, Research Service Line, Minneapolis, MN, USA
| | - Katharina Domschke
- Medical Center-University of Freiburg, Faculty of Medicine, Department of Psychiatry and Psychotherapy, Freiburg, DE, Germany
- University of Freiburg, Faculty of Medicine, Centre for Basics in Neuromodulation, Freiburg, DE, Germany
| | - Alma Dzubur-Kulenovic
- University Clinical Center of Sarajevo, Department of Psychiatry, Sarajevo, BA, Bosnia and Herzegovina
| | - Christopher R Erbes
- University of Minnesota, Department of Psychiatry, Minneapolis, MN, USA
- Minneapolis VA Health Care System, Center for Care Delivery and Outcomes Research (CCDOR), Minneapolis, MN, USA
| | - Alexandra Evans
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, South Glamorgan, GB, USA
| | - Lindsay A Farrer
- Boston University School of Medicine, Department of Medicine, Boston, MA, USA
| | - Norah C Feeny
- Case Western Reserve University, Department of Psychological Sciences, Cleveland, OH, USA
| | - Janine D Flory
- Icahn School of Medicine at Mount Sinai, Department of Psychiatry, New York, NY, USA
| | - David Forbes
- University of Melbourne, Department of Psychiatry, Melbourne, VIC, AU, USA
| | - Carol E Franz
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
| | - Sandro Galea
- Boston University, Department of Psychological and Brain Sciences, Boston, MA, USA
| | - Melanie E Garrett
- Duke University, Department of Psychiatry and Behavioral Sciences, Durham, NC, USA
| | - Bizu Gelaye
- Harvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, USA
| | - Elbert Geuze
- Netherlands Ministry of Defence, Brain Research and Innovation Centre, Utrecht, Utrecht, NL, Netherlands
- UMC Utrecht Brain Center Rudolf Magnus, Department of Psychiatry, Utrecht, Utrecht, NL, Netherlands
| | - Charles Gillespie
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Aferdita Goci Uka
- University Clinical Centre of Kosovo, Department of Psychiatry, Prishtina, Kosovo, XK, USA
| | - Scott D Gordon
- QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Queensland, Australia
| | - Guia Guffanti
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Rasha Hammamieh
- US Army Medical Research and Materiel Command, USACEHR, Fort Detrick, MD, USA
| | - Supriya Harnal
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
| | - Michael A Hauser
- Duke University, Department of Psychiatry and Behavioral Sciences, Durham, NC, USA
| | - Andrew C Heath
- Washington University in Saint Louis School of Medicine, Department of Genetics, Saint Louis, MO, USA
| | - Sian M J Hemmings
- Stellenbosch University Faculty of Medicine and Health Sciences, Department of Psychiatry, Cape Town, Western Cape, ZA, South Africa
| | - David Michael Hougaard
- Statens Serum Institut, Department for Congenital Disorders, Copenhagen, DK, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
| | - Miro Jakovljevic
- University Hospital Center of Zagreb, Department of Psychiatry, Zagreb, HR, USA
| | - Marti Jett
- US Army Medical Research and Materiel Command, USACEHR, Fort Detrick, MD, USA
| | - Eric Otto Johnson
- RTI International, Behavioral Health and Criminal Justice Division, Research Triangle Park, NC, USA
| | - Ian Jones
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, South Glamorgan, GB, USA
| | - Tanja Jovanovic
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Xue-Jun Qin
- Duke University, Duke Molecular Physiology Institute, Durham, NC, USA
| | - Angela G Junglen
- Kent State University, Department of Psychological Sciences, Kent, OH, USA
| | - Karen-Inge Karstoft
- The Danish Veteran Centre, Research and Knowledge Centre, Ringsted, Sjaelland, Denmark
- University of Copenhagen, Department of Psychology, Copenhagen, DK, Denmark
| | - Milissa L Kaufman
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Ronald C Kessler
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
| | - Alaptagin Khan
- McLean Hospital, Belmont, MA, USA
- Harvard Medical School, Department of Health Care Policy, Boston, MA, USA
| | - Nathan A Kimbrel
- Duke University, Duke Molecular Physiology Institute, Durham, NC, USA
- Durham VA Medical Center, Research, Durham, NC, USA
- VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center (MIRECC), Genetics Research Laboratory, Durham, NC, USA
| | - Anthony P King
- University of Michigan Medical School, Department of Psychiatry, Ann Arbor, MI, USA
| | - Nastassja Koen
- University of Cape Town, SA MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, Cape Town, Western Cape, ZA, USA
| | - Henry R Kranzler
- University of Pennsylvania Perelman School of Medicine, Department of Psychiatry, Philadelphia, PA, USA
- Mental Illness Research, Education and Clinical Center, Crescenz VAMC, Philadelphia, PA, USA
| | - William S Kremen
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
| | - Bruce R Lawford
- Queensland University of Technology, Institute of Health and Biomedical Innovation, Kelvin Grove, QLD, AU, Australia
- Queensland University of Technology, School of Biomedical Sciences, Kelvin Grove, QLD, AU, Australia
| | - Lauren A M Lebois
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Catrin E Lewis
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, South Glamorgan, GB, USA
| | - Sarah D Linnstaedt
- UNC Institute for Trauma Recovery, Department of Anesthesiology, Chapel Hill, NC, USA
| | - Adriana Lori
- Emory University, Department of Gynecology and Obstetrics, Atlanta, GA, USA
| | - Bozo Lugonja
- Cardiff University, National Centre for Mental Health, MRC Centre for Psychiatric Genetics and Genomics, Cardiff, South Glamorgan, GB, USA
| | - Jurjen J Luykx
- UMC Utrecht Brain Center Rudolf Magnus, Department of Translational Neuroscience, Utrecht, Utrecht, NL, Netherlands
- UMC Utrecht Brain Center Rudolf Magnus, Department of Psychiatry, Utrecht, Utrecht, NL, Netherlands
| | | | - Jessica Maples-Keller
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Charles Marmar
- New York University School of Medicine, Department of Psychiatry, New York, NY, USA
| | - Alicia R Martin
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
| | - Nicholas G Martin
- QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Queensland, Australia
| | | | | | - Alexander McFarlane
- University of Adelaide, Department of Psychiatry, Adelaide, South Australia, AU, Australia
| | | | | | - Samuel A McLean
- UNC Institute for Trauma Recovery, Department of Anesthesiology, Chapel Hill, NC, USA
- UNC Institute for Trauma Recovery, Department of Emergency Medicine, Chapel Hill, NC, USA
| | - Sarah McLeay
- Gallipoli Medical Research Institute, PTSD Initiative, Greenslopes, Queensland, AU, Australia
| | - Divya Mehta
- Queensland University of Technology, Institute of Health and Biomedical Innovation, Kelvin Grove, QLD, AU, Australia
- Queensland University of Technology, School of Psychology and Counseling, Faculty of Health, Kelvin Grove, QLD, AU, Australia
| | | | - Mark W Miller
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, USA
| | - Rajendra A Morey
- Duke University, Duke Molecular Physiology Institute, Durham, NC, USA
| | - Charles Phillip Morris
- Queensland University of Technology, Institute of Health and Biomedical Innovation, Kelvin Grove, QLD, AU, Australia
- Queensland University of Technology, School of Biomedical Sciences, Kelvin Grove, QLD, AU, Australia
| | - Ole Mors
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Aarhus University Hospital, Psychosis Research Unit, Risskov, DK, Denmark
| | - Preben B Mortensen
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Aarhus University, Centre for Integrative Sequencing, iSEQ, Aarhus, DK, Denmark
- Aarhus University, Centre for Integrated Register-based Research, Aarhus, DK, Denmark
- Aarhus University, National Centre for Register-Based Research, Aarhus, DK, Denmark
| | - Benjamin M Neale
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
| | - Elliot C Nelson
- Washington University in Saint Louis School of Medicine, Department of Psychiatry, Saint Louis, MO, USA
| | - Merete Nordentoft
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- University of Copenhagen, Mental Health Services in the Capital Region of Denmark, Mental Health Center Copenhagen, Copenhagen, DK, Denmark
| | - Sonya B Norman
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Department of Research and Psychiatry, San Diego, CA, USA
- National Center for Post Traumatic Stress Disorder, Executive Division, White River Junction, San Diego, VT, USA
| | - Meaghan O'Donnell
- University of Melbourne, Department of Psychiatry, Melbourne, VIC, AU, USA
| | - Holly K Orcutt
- Northern Illinois University, Department of Psychology, DeKalb, IL, USA
| | - Matthew S Panizzon
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
| | - Edward S Peters
- Louisiana State University Health Sciences Center, School of Public Health and Department of Epidemiology, New Orleans, LA, USA
| | - Alan L Peterson
- University of Texas Health Science Center at San Antonio, Department of Psychiatry, San Antonio, TX, USA
| | - Matthew Peverill
- University of Washington, Department of Psychology, Seattle, WA, USA
| | - Robert H Pietrzak
- Yale University School of Medicine, Department of Psychiatry, New Haven, CT, USA
- U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, West Haven, CT, USA
| | - Melissa A Polusny
- University of Minnesota, Department of Psychiatry, Minneapolis, MN, USA
- Minneapolis VA Health Care System, Department of Mental Health, Minneapolis, MN, USA
- Minneapolis VA Health Care System, Department of Psychology, Minneapolis, MN, USA
| | - John P Rice
- Washington University in Saint Louis School of Medicine, Department of Psychiatry, Saint Louis, MO, USA
| | - Stephan Ripke
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
- Charité - Universitätsmedizin, Department of Psychiatry and Psychotherapy, Berlin, GE, Germany
| | - Victoria B Risbrough
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- Veterans Affairs San Diego Healthcare System, Center of Excellence for Stress and Mental Health, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, Research Service, San Diego, CA, USA
| | - Andrea L Roberts
- Harvard T.H. Chan School of Public Health, Department of Environmental Health, Boston, MA, USA
| | - Alex O Rothbaum
- Case Western Reserve University, Department of Psychological Sciences, Cleveland, OH, USA
| | - Barbara O Rothbaum
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Peter Roy-Byrne
- University of Washington, Department of Psychology, Seattle, WA, USA
| | - Ken Ruggiero
- Medical University of South Carolina, Department of Nursing and Department of Psychiatry, Charleston, SC, USA
| | - Ariane Rung
- Louisiana State University Health Sciences Center, School of Public Health and Department of Epidemiology, New Orleans, LA, USA
| | - Bart P F Rutten
- Maastricht Universitair Medisch Centrum, School for Mental Health and Neuroscience, Department of Psychiatry and Neuropsychology, Maastricht, Limburg, NL, Netherlands
| | - Nancy L Saccone
- Washington University in Saint Louis School of Medicine, Department of Psychiatry, Saint Louis, MO, USA
| | - Sixto E Sanchez
- Universidad Peruana de Ciencias Aplicadas Facultad de Ciencias de la Salud, Department of Medicine, Lima, Lima, PE, USA
| | - Dick Schijven
- UMC Utrecht Brain Center Rudolf Magnus, Department of Translational Neuroscience, Utrecht, Utrecht, NL, Netherlands
- UMC Utrecht Brain Center Rudolf Magnus, Department of Psychiatry, Utrecht, Utrecht, NL, Netherlands
| | - Soraya Seedat
- Stellenbosch University Faculty of Medicine and Health Sciences, Department of Psychiatry, Cape Town, Western Cape, ZA, South Africa
| | - Antonia V Seligowski
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Julia S Seng
- University of Michigan, School of Nursing, Ann Arbor, MI, USA
| | - Christina M Sheerin
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Richmond, VA, USA
| | - Derrick Silove
- University of New South Wales, Department of Psychiatry, Sydney, NSW, AU, USA
| | - Alicia K Smith
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
- Emory University, Department of Gynecology and Obstetrics, Atlanta, GA, USA
| | - Jordan W Smoller
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Analytic and Translational Genetics Unit, Boston, MA, USA
- Massachusetts General Hospital, Department of Psychiatry, Boston, MA, USA
| | - Scott R Sponheim
- Minneapolis VA Health Care System, Mental Health Service Line, Minneapolis, MN, USA
- University of Minnesota, Department of Psychiatry, Minneapolis, MN, USA
| | - Dan J Stein
- University of Cape Town, SA MRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, Cape Town, Western Cape, ZA, USA
| | - Jennifer S Stevens
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Jennifer A Sumner
- Columbia University Medical Center, Department of Medicine, New York, NY, USA
| | - Martin H Teicher
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Wesley K Thompson
- University of California San Diego, Department of Psychiatry, La Jolla, CA, USA
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Mental Health Centre Sct. Hans, Institute of Biological Psychiatry, Roskilde, DK, Denmark
- Oslo University Hospital, KG Jebsen Centre for Psychosis Research, Norway Division of Mental Health and Addiction, Oslo, NO, USA
| | - Edward Trapido
- Louisiana State University Health Sciences Center, School of Public Health and Department of Epidemiology, New Orleans, LA, USA
| | - Monica Uddin
- University of South Florida College of Public Health, Genomics Program, Tampa, FL, USA
| | - Robert J Ursano
- Uniformed Services University, Department of Psychiatry, Bethesda, Maryland, USA
| | - Leigh Luella van den Heuvel
- Stellenbosch University Faculty of Medicine and Health Sciences, Department of Psychiatry, Cape Town, Western Cape, ZA, South Africa
| | - Miranda Van Hooff
- University of Adelaide, Department of Psychiatry, Adelaide, South Australia, AU, Australia
| | - Eric Vermetten
- New York University School of Medicine, Department of Psychiatry, New York, NY, USA
- Arq, Psychotrauma Reseach Expert Group, Diemen, NH, Netherlands
- Leiden University Medical Center, Department of Psychiatry, Leiden, ZH, NL, Netherlands
- Netherlands Defense Department, Research Center, Utrecht, UT, Netherlands
| | - Christiaan H Vinkers
- Amsterdam UMC (location VUmc), Department of Anatomy and Neurosciences, Amsterdam, Holland, NL, Netherlands
- Amsterdam UMC (location VUmc), Department of Psychiatry, Amsterdam, Holland, NL, Netherlands
| | - Joanne Voisey
- Queensland University of Technology, Institute of Health and Biomedical Innovation, Kelvin Grove, QLD, AU, Australia
- Queensland University of Technology, School of Biomedical Sciences, Kelvin Grove, QLD, AU, Australia
| | - Yunpeng Wang
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Mental Health Centre Sct. Hans, Institute of Biological Psychiatry, Roskilde, DK, Denmark
- Oslo University Hospital, KG Jebsen Centre for Psychosis Research, Norway Division of Mental Health and Addiction, Oslo, NO, USA
| | - Zhewu Wang
- Ralph H Johnson VA Medical Center, Department of Mental Health, Charleston, SC, USA
- Medical University of South Carolina, Department of Psychiatry and Behavioral Sciences, Charleston, SC, USA
| | - Thomas Werge
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, DK, Denmark
- Mental Health Centre Sct. Hans, Institute of Biological Psychiatry, Roskilde, DK, Denmark
- University of Copenhagen, Department of Clinical Medicine, Copenhagen, Denmark
| | - Michelle A Williams
- Harvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, USA
| | - Douglas E Williamson
- Durham VA Medical Center, Research, Durham, NC, USA
- Duke University, Department of Psychiatry and Behavioral Sciences, Durham, NC, USA
| | - Sherry Winternitz
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
| | - Christiane Wolf
- University Hospital of Würzburg, Center of Mental Health, Psychiatry, Psychosomatics and Psychotherapy, Würzburg, DE, Germany
| | - Erika J Wolf
- VA Boston Healthcare System, National Center for PTSD, Boston, MA, USA
| | | | - Rachel Yehuda
- Icahn School of Medicine at Mount Sinai, Department of Psychiatry, New York, NY, USA
- James J Peters VA Medical Center, Department of Mental Health, Bronx, NY, USA
| | - Ross McD Young
- Queensland University of Technology, Institute of Health and Biomedical Innovation, Kelvin Grove, QLD, AU, Australia
- Queensland University of Technology, School of Psychology and Counseling, Faculty of Health, Kelvin Grove, QLD, AU, Australia
| | - Keith A Young
- Baylor Scott and White Central Texas, Department of Psychiatry, Temple, TX, USA
- CTVHCS, COE for Research on Returning War Veterans, Waco, TX, USA
| | - Hongyu Zhao
- Yale University, Department of Biostatistics, New Haven, CT, USA
| | - Lori A Zoellner
- University of Washington, Department of Psychiatry and Behavioral Sciences, Seattle, WA, USA
| | - Israel Liberzon
- University of Michigan Medical School, Department of Psychiatry, Ann Arbor, MI, USA
| | - Kerry J Ressler
- Harvard Medical School, Department of Psychiatry, Boston, MA, USA
- McLean Hospital, Belmont, MA, USA
- Emory University, Department of Psychiatry and Behavioral Sciences, Atlanta, GA, USA
| | - Magali Haas
- Cohen Veterans Bioscience, Cambridge, MA, USA
| | - Karestan C Koenen
- Broad Institute of MIT and Harvard, Stanley Center for Psychiatric Research, Cambridge, MA, USA
- Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Boston, MA, USA
- Harvard School of Public Health, Department of Epidemiology, Boston, MA, USA
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40
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Fung VC, Overhage LN, Sylvia LG, Reilly-Harrington NA, Kamali M, Gao K, Shelton RC, Ketter TA, Bobo WV, Thase ME, Calabrese JR, Tohen M, Deckersbach T, Nierenberg AA. Complex polypharmacy in bipolar disorder: Side effect burden, adherence, and response predictors. J Affect Disord 2019; 257:17-22. [PMID: 31299400 PMCID: PMC6711795 DOI: 10.1016/j.jad.2019.06.050] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 06/18/2019] [Accepted: 06/30/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND Complex polypharmacy (CP) is common in bipolar disorder (BD). We assessed the associations between CP, adherence, and side effect burden, and patient traits associated with clinical improvement in relationship to CP. METHODS We conducted a secondary analysis of 482 adult BD participants in the Bipolar CHOICE trial. We examined the associations between CP (use of ≥3 BD medications) and non-adherence (missing >30% of BD medication doses in the last 30 days) and side effect burden (Frequency, Intensity and Burden of Side Effects Rating scale) using multivariate models with patient random effects. We used logistic regression to assess the patient traits associated with remission among those with majority CP use (Clinical Global Impression-Severity for BD score ≤2 for 8+ weeks). RESULTS 43% of patients had any CP and 25% had CP for the majority of the study. CP was associated with non-adherence (OR = 2.51, 95% CI [1.81, 3.50]), but not worse side effect burden. Among those with CP, 16% achieved remission; those with non-adherence, comorbid social or generalized anxiety disorder, or BD I vs. II were less likely to achieve remission among those with CP. LIMITATIONS There could be unmeasured confounding between use of CP and side effect burden or adherence. Adherence was measured by self-report, which could be subject to reporting error. CONCLUSIONS BD patients with CP were less likely to adhere to therapy, and those with worse adherence to CP were less likely to clinically respond. Clinicians should assess medication adherence prior to adding another agent to medication regimens.
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Affiliation(s)
- Vicki C. Fung
- Corresponding Author: Vicki Fung, PhD, , 100 Cambridge St. Suite 1600
- Boston, MA 02108, 617-726-5212 (phone)
- 617-726-4120 (fax)
| | - Lindsay N. Overhage
- Mongan Institute Health Policy Center, Massachusetts General Hospital, Boston, MA USA
| | - Louisa G. Sylvia
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA USA
| | | | - Masoud Kamali
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA USA
| | - Keming Gao
- Adult Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, OH USA
| | | | - Terence A. Ketter
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA USA
| | - William V. Bobo
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN USA
| | - Michael E. Thase
- Department of Psychiatry, Perelman School of Medicine, Philadelphia, PA USA
| | - Joseph R. Calabrese
- Adult Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, OH USA
| | - Mauricio Tohen
- Department of Psychiatry and Behavioral Sciences, University of New Mexico Albuquerque, NM USA
| | - Thilo Deckersbach
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA USA
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41
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Behrendt-Møller I, Madsen T, Sørensen HJ, Sylvia L, Friedman ES, Shelton RC, Bowden CL, Calabrese JR, McElroy SL, Ketter TA, Reilly-Harrington NA, Gao K, Thase M, V Bobo W, Tohen M, McInnis M, Kamali M, Kocsis JH, Deckersbach T, Köhler-Forsberg O, Nierenberg AA. Patterns of changes in bipolar depressive symptoms revealed by trajectory analysis among 482 patients with bipolar disorder. Bipolar Disord 2019; 21:350-360. [PMID: 30383333 DOI: 10.1111/bdi.12715] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
INTRODUCTION Depressive episodes are often prevalent among patients with bipolar disorder, but little is known regarding the differential patterns of development over time. We aimed to determine and characterize trajectories of depressive symptoms among adults with bipolar disorder during 6 months of systematic treatment. METHODS The pragmatic clinical trial, Bipolar Clinical Health Outcomes Initiative in Comparative Effectiveness (CHOICE), randomized 482 outpatients with bipolar disorder to lithium or quetiapine. Depressive symptoms were rated at up to 9 visits using the Montgomery-Asberg Depression Rating Scale (MADRS). Growth mixture modeling was utilized to identify trajectories and multinomial regression analysis estimated associations with potential predictors. RESULTS Four distinct trajectories of depressive symptoms were identified. The responding class (60.3%) with a rapid reduction and subsequent low level; the partial-responding class (18.4%) with an initial reduction followed by an increase during the remaining weeks; the fluctuating class (11.6%) with a fluctuation in depressive symptoms; and the non-responding class (9.7%) with sustained moderate-severe depressive symptoms. Bipolar type I predicted membership of the non-responding class and randomization to quetiapine predicted membership of either the responding or the non-responding class. CONCLUSION Approximately 30% experienced a partial or fluctuating course, and almost 10% had a chronic course with moderate-severe depression during 6 months. Patients diagnosed with bipolar type 1 had higher risk of being categorized into a class with a worse outcome. While no differences in average overall outcomes occurred between the lithium and quetiapine groups, trajectory analysis revealed that the lithium group had more variable courses.
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Affiliation(s)
- Ida Behrendt-Møller
- Mental Health Centre Copenhagen, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Trine Madsen
- Mental Health Centre Copenhagen, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Holger Jelling Sørensen
- Mental Health Centre Copenhagen, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Louisa Sylvia
- Dauten Family Center for Bipolar Treatment Innovation, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Edward S Friedman
- Department of Psychiatry, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Richard C Shelton
- Department of Psychiatry, University of Alabama at Birmingham, Birmingham, Alabama
| | - Charles L Bowden
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, Texas
| | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, Ohio
| | - Susan L McElroy
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, Ohio.,Lindner Center of HOPE, Mason, Ohio
| | - Terence A Ketter
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - Noreen A Reilly-Harrington
- Dauten Family Center for Bipolar Treatment Innovation, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Keming Gao
- Department of Psychiatry, Case Western Reserve University, Cleveland, Ohio
| | - Michael Thase
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania
| | - William V Bobo
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, Minnesota
| | - Mauricio Tohen
- Department of Psychiatry, University of New Mexico Health Science Center, Albuquerque, New Mexico
| | - Melvin McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan
| | - Masoud Kamali
- Dauten Family Center for Bipolar Treatment Innovation, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts
| | - James H Kocsis
- Department of Psychiatry, Weill Cornell Medical College, New York, New York
| | - Thilo Deckersbach
- Dauten Family Center for Bipolar Treatment Innovation, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Ole Köhler-Forsberg
- Mental Health Centre Copenhagen, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark.,Psychosis Research Unit, Aarhus University Hospital, Risskov, Denmark
| | - Andrew A Nierenberg
- Dauten Family Center for Bipolar Treatment Innovation, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
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42
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Nudell V, Wei H, Nievergelt C, Maihofer AX, Shilling P, Alda M, Berrettini WH, Brennand KJ, Calabrese JR, Coryell WH, Covault JM, Frye MA, Gage F, Gershon E, McInnis MG, Nurnberger JI, Oedegaard KJ, Shekhtman T, Zandi PP, Kelsoe JR, McCarthy MJ. Entrainment of Circadian Rhythms to Temperature Reveals Amplitude Deficits in Fibroblasts from Patients with Bipolar Disorder and Possible Links to Calcium Channels. Mol Neuropsychiatry 2019; 5:115-124. [PMID: 31192224 DOI: 10.1159/000497354] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 01/29/2019] [Indexed: 11/19/2022]
Abstract
Bipolar disorder (BD) is characterized by recurrent mood episodes, and circadian rhythm disturbances. Past studies have identified calcium channel genes as risk loci for BD. CACNA1C encodes an L-type calcium channel (LTCC) involved in the entrainment of circadian rhythms to light. Another calcium channel, i.e., the ryanodine receptor (RYR), is involved in -circadian phase delays. It is unknown whether variants in CACNA1C or other calcium channels contribute to the circadian phenotype in BD. We hypothesized that, by using temperature cycles, we could model circadian entrainment in fibroblasts from BD patients and controls to interrogate the circadian functions of LTCCs. Using Per2-luc, a bioluminescent reporter, we verified that cells entrain to temperature rhythms in vitro. Under constant temperature conditions, the LTCC antagonist verapamil shortened the circadian period, and the RYR antagonist dantrolene lengthened the period. However, neither drug affected temperature entrainment. Fibroblasts from BD patients and controls also entrained to temperature. In cells from BD patients, the rhythm amplitude was lower under entrained, but not constant, conditions. Temperature entrainment was otherwise similar between BD and control cells. However, the CACNA1C genotype among BD cells predicted the degree to which cells entrained. We conclude that assessment of rhythms under entrained conditions reveals additional rhythm abnormalities in BD that are not observable under constant temperature conditions.
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Affiliation(s)
- Victoria Nudell
- Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, California, USA
| | - Heather Wei
- VA San Diego Healthcare System Psychiatry Service, San Diego, California, USA
| | - Caroline Nievergelt
- VA San Diego Healthcare System Psychiatry Service, San Diego, California, USA.,Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, California, USA
| | - Adam X Maihofer
- Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, California, USA
| | - Paul Shilling
- Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, California, USA
| | - Martin Alda
- Department of Psychiatry, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Wade H Berrettini
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Kristen J Brennand
- Departments of Neuroscience and Psychiatry, Icahn School of Medicine at Mt. Sinai, New York, New York, USA
| | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, Ohio, USA
| | | | - Jonathan M Covault
- Department of Psychiatry, University of Connecticut, Farmington, Connecticut, USA
| | - Mark A Frye
- Department of Psychiatry, Mayo Clinic, Rochester, Minnesota, USA
| | - Fred Gage
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, California, USA
| | - Elliot Gershon
- Department of Psychiatry, University of Chicago, Chicago, Illinois, USA
| | - Melvin G McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, USA
| | - John I Nurnberger
- Department of Psychiatry, Indiana University, Indianapolis, Indiana, USA
| | - Ketil J Oedegaard
- Section for Psychiatry, University of Bergen and NORMENT and KG Jebsen Centre for Neuropsychiatry, Bergen, Norway.,Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Tatyana Shekhtman
- Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, California, USA
| | - Peter P Zandi
- Department of Psychiatry, Johns Hopkins University, Baltimore, Maryland, USA
| | - John R Kelsoe
- VA San Diego Healthcare System Psychiatry Service, San Diego, California, USA.,Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, California, USA
| | - Michael J McCarthy
- VA San Diego Healthcare System Psychiatry Service, San Diego, California, USA.,Department of Psychiatry and Center for Circadian Biology, University of California San Diego, La Jolla, California, USA
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43
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McIntyre RS, Calabrese JR, Nierenberg AA, Farahmand K, Yonan C, Siegert S, Burke J. The effects of valbenazine on tardive dyskinesia in patients with a primary mood disorder. J Affect Disord 2019; 246:217-223. [PMID: 30583148 DOI: 10.1016/j.jad.2018.12.023] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Revised: 10/23/2018] [Accepted: 12/15/2018] [Indexed: 01/06/2023]
Abstract
BACKGROUND Few studies have assessed the treatment of tardive dyskinesia (TD) in patients with primary mood disorders who are managed with antipsychotics. The effects of once-daily valbenazine on TD were evaluated in adults with a bipolar or depressive disorder. METHODS Data were pooled from two 6-week double-blind placebo-controlled trials (KINECT 2 and KINECT 3; 114 mood participants) and a long-term blinded extension study (KINECT 3 extension; 77 mood participants) of valbenazine in adults with TD. Efficacy assessments included Abnormal Involuntary Movement Scale (AIMS) total score (sum of items 1-7), Clinical Global Impression of Change-Tardive Dyskinesia (CGI-TD), and Patient Global Impression of Change (PGIC). Safety assessments included treatment-emergent adverse events (TEAEs), Young Mania Rating Scale, and Montgomery-Åsberg Depression Rating Scale. RESULTS At Week 6, mean improvements in AIMS total score were significantly greater with valbenazine versus placebo (40 mg/day, -3.1 [P < 0.01]; 80 mg/day, -3.5 [P < 0.001]; placebo, -0.9). Significant differences between valbenazine (80 mg/day) and placebo were also found for Week 6 AIMS response (≥50% total score improvement) and CGI-TD response ("much improved" or "very much improved"), but not PGIC response. Sustained improvements in AIMS, CGI-TD, and PGIC were found through 48 weeks. Valbenazine was generally well tolerated, with no unexpected TEAEs, worsening in psychiatric symptoms, or emergence of suicidality. LIMITATIONS Pooled analyses were conducted post hoc, and neither study was designed to focus solely on mood disorder patients. CONCLUSIONS In participants with primary mood disorders, once-daily treatment with valbenazine was generally well tolerated and resulted in 6-week and sustained TD improvements.
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Affiliation(s)
- Roger S McIntyre
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada.
| | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University School of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Andrew A Nierenberg
- Dauten Family Center for Bipolar Treatment Innovation, Massachusetts General Hospital, Boston, MA, United States
| | | | - Chuck Yonan
- Neurocrine Biosciences, Inc., San Diego, CA, United States
| | - Scott Siegert
- Neurocrine Biosciences, Inc., San Diego, CA, United States
| | - Joshua Burke
- Neurocrine Biosciences, Inc., San Diego, CA, United States
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Kinrys G, Bowden CL, Nierenberg AA, Hearing CM, Gold AK, Rabideau DJ, Sylvia LG, Gao K, Kamali M, Bobo WV, Tohen M, Deckersbach T, McElroy SL, Ketter TA, Shelton RC, Friedman ES, Calabrese JR, McInnis MG, Kocsis J, Thase ME, Singh V, Reilly-Harrington NA. Comorbid anxiety in bipolar CHOICE: Insights from the bipolar inventory of symptoms scale. J Affect Disord 2019; 246:126-131. [PMID: 30580198 DOI: 10.1016/j.jad.2018.12.039] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Revised: 11/08/2018] [Accepted: 12/16/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND Approximately 86-89% of patients with BD have a comorbid anxiety disorder associated with poor quality of life and reduced likelihood of recovery from an acute mood episode. The purpose of this study is to assess the prevalence and impact of comorbid anxiety using the Bipolar Inventory of Symptoms Scale (BISS) in patients with BD who participated in a 6-month pragmatic trial. METHODS Participants (N = 482) in the Bipolar Clinical Health Outcomes Initiative in Comparative Effectiveness (CHOICE) study were adults with BD I or II. Anxiety diagnoses were assessed with the MINI. Global illness severity was assessed using the Clinical Global Impression-Bipolar Version. Mood symptoms and anxiety severity were assessed using the BISS. RESULTS 61% of the study sample met criteria for a current anxiety disorder. Patients with a higher BISS anxiety score at baseline had a higher overall BD illness severity, depressive severity, and manic episode severity (p < 0.001). A single cutoff value of BISS anxiety had great sensitivity, yet poor specificity for determining a comorbid anxiety diagnosis. There were no significant differences in outcomes for individuals treated for anxiety disorders with anxiolytics compared with those who were not treated with anxiolytics. LIMITATIONS Sample size limitations prevented an analysis of whether the BISS cutoff score of 10 performed differently across varied anxiety disorders. CONCLUSIONS Given its ability to identify patients with co-occurring anxiety, the BISS anxiety subscale shows clinical utility as a screening measure though its application as a clinical assessment measure may not be advisable.
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Affiliation(s)
- Gustavo Kinrys
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| | - Charles L Bowden
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX, USA
| | - Andrew A Nierenberg
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Casey M Hearing
- Department of Psychology, The George Washington University, Washington, DC, USA
| | - Alexandra K Gold
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | | | - Louisa G Sylvia
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Keming Gao
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | - Masoud Kamali
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - William V Bobo
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Mauricio Tohen
- Department of Psychiatry, University of New Mexico, Health Sciences Center, Albuquerque, NM, USA
| | - Thilo Deckersbach
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Susan L McElroy
- Lindner Center of HOPE, Mason, OH, USA; Department of Psychiatry, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Terence A Ketter
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Richard C Shelton
- Department of Psychiatry, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Edward S Friedman
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Joseph R Calabrese
- Department of Psychiatry, Case Western Reserve University, Cleveland, OH, USA
| | - Melvin G McInnis
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - James Kocsis
- Department of Psychiatry, Weill Cornell Medical College of Cornell University, New York, NY, USA
| | - Michael E Thase
- Department of Psychiatry, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Vivek Singh
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, TX, USA
| | - Noreen A Reilly-Harrington
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
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Aftab A, Kemp DE, Ganocy SJ, Schinagle M, Conroy C, Brownrigg B, D'Arcangelo N, Goto T, Woods N, Serrano MB, Han H, Calabrese JR, Gao K. Double-blind, placebo-controlled trial of pioglitazone for bipolar depression. J Affect Disord 2019; 245:957-964. [PMID: 30699881 DOI: 10.1016/j.jad.2018.11.090] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Revised: 11/07/2018] [Accepted: 11/12/2018] [Indexed: 11/26/2022]
Abstract
BACKGROUND Objective of the present study was to conduct an 8-week double-blind, randomized, placebo-controlled trial to test the efficacy of pioglitazone in the treatment of bipolar depression. METHODS 38 outpatients with bipolar disorder and current major depressive episode were randomized to pioglitazone (15-45 mg/day) or placebo. The use of concomitant mood stabilizers, antipsychotics, and antidepressants was permitted. The primary outcome measure was the 30-item Inventory of Depressive Symptomatology, Clinician Rated (IDS-C30) total score change from baseline to endpoint. Laboratory evaluations, including serum level of inflammatory and metabolic biomarkers, were conducted. RESULTS 37 subjects were analyzed for efficacy (1 subject had no follow-up data). Mean reduction from baseline to week 8 in IDS-C30 score was-6.59 for pioglitazone and -11.63 for placebo. Mixed effects modeling indicated borderline statistically significant difference between the two groups (p = 0.056) in favor of placebo. On analysis of inflammatory and metabolic markers, a statistically significant negative correlation was noted between change in leptin levels and change in depression scores in the pioglitazone group (r = -0.61, p = 0.047) but not in the placebo group, the significance of which is unclear as the study failed to demonstrate antidepressant efficacy of pioglitazone over placebo. No serious adverse effects were reported, and pioglitazone was well-tolerated. LIMITATIONS small sample size with inadequate power, concomitant use of other psychotropic medications, and lack of statistical adjustment for multiple testing. CONCLUSION Current study does not support the antidepressant efficacy of pioglitazone in the treatment of bipolar depression. (240 words).
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Affiliation(s)
- Awais Aftab
- Department of Psychiatry, University of California San Diego, 9500 Gilman Drive, MC0664, La Jolla, CA, 92093, United States.
| | - David E Kemp
- Advocate Health Care, 4440W 95th Street, Oak Lawn, IL 60453, United States.
| | - Stephen J Ganocy
- Department of Psychiatry, Mood Disorders Program, University Hospitals Cleveland Medical Center/Case Western Reserve University, 10524 Euclid Avenue, 12th Floor, Cleveland, OH, 44106, United States.
| | - Martha Schinagle
- Department of Psychiatry, Mood Disorders Program, University Hospitals Cleveland Medical Center/Case Western Reserve University, 10524 Euclid Avenue, 12th Floor, Cleveland, OH, 44106, United States.
| | - Carla Conroy
- Department of Psychiatry, Mood Disorders Program, University Hospitals Cleveland Medical Center/Case Western Reserve University, 10524 Euclid Avenue, 12th Floor, Cleveland, OH, 44106, United States.
| | - Brittany Brownrigg
- Department of Psychiatry, Mood Disorders Program, University Hospitals Cleveland Medical Center/Case Western Reserve University, 10524 Euclid Avenue, 12th Floor, Cleveland, OH, 44106, United States.
| | - Nicole D'Arcangelo
- Department of Psychiatry, Mood Disorders Program, University Hospitals Cleveland Medical Center/Case Western Reserve University, 10524 Euclid Avenue, 12th Floor, Cleveland, OH, 44106, United States. Nicole.D'
| | - Toyomi Goto
- Department of Psychiatry, Mood Disorders Program, University Hospitals Cleveland Medical Center/Case Western Reserve University, 10524 Euclid Avenue, 12th Floor, Cleveland, OH, 44106, United States.
| | - Nicole Woods
- Department of Psychiatry, Mood Disorders Program, University Hospitals Cleveland Medical Center/Case Western Reserve University, 10524 Euclid Avenue, 12th Floor, Cleveland, OH, 44106, United States.
| | - Mary Beth Serrano
- Department of Psychiatry, Mood Disorders Program, University Hospitals Cleveland Medical Center/Case Western Reserve University, 10524 Euclid Avenue, 12th Floor, Cleveland, OH, 44106, United States.
| | - Huiqin Han
- Department of Psychiatry, Mood Disorders Program, University Hospitals Cleveland Medical Center/Case Western Reserve University, 10524 Euclid Avenue, 12th Floor, Cleveland, OH, 44106, United States.
| | - Joseph R Calabrese
- Department of Psychiatry, Mood Disorders Program, University Hospitals Cleveland Medical Center/Case Western Reserve University, 10524 Euclid Avenue, 12th Floor, Cleveland, OH, 44106, United States.
| | - Keming Gao
- Department of Psychiatry, Mood Disorders Program, University Hospitals Cleveland Medical Center/Case Western Reserve University, 10524 Euclid Avenue, 12th Floor, Cleveland, OH, 44106, United States.
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McCarthy MJ, Wei H, Nievergelt CM, Stautland A, Maihofer AX, Welsh DK, Shilling P, Alda M, Alliey-Rodriguez N, Anand A, Andreasson OA, Balaraman Y, Berrettini WH, Bertram H, Brennand KJ, Calabrese JR, Calkin CV, Claasen A, Conroy C, Coryell WH, Craig DW, D’Arcangelo N, Demodena A, Djurovic S, Feeder S, Fisher C, Frazier N, Frye MA, Gage FH, Gao K, Garnham J, Gershon ES, Glazer K, Goes F, Goto T, Harrington G, Jakobsen P, Kamali M, Karberg E, Kelly M, Leckband SG, Lohoff F, McInnis MG, Mondimore F, Morken G, Nurnberger JI, Obral S, Oedegaard KJ, Ortiz A, Ritchey M, Ryan K, Schinagle M, Schoeyen H, Schwebel C, Shaw M, Shekhtman T, Slaney C, Stapp E, Szelinger S, Tarwater B, Zandi PP, Kelsoe JR. Chronotype and cellular circadian rhythms predict the clinical response to lithium maintenance treatment in patients with bipolar disorder. Neuropsychopharmacology 2019; 44:620-628. [PMID: 30487653 PMCID: PMC6333516 DOI: 10.1038/s41386-018-0273-8] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 10/17/2018] [Accepted: 10/24/2018] [Indexed: 12/12/2022]
Abstract
Bipolar disorder (BD) is a serious mood disorder associated with circadian rhythm abnormalities. Risk for BD is genetically encoded and overlaps with systems that maintain circadian rhythms. Lithium is an effective mood stabilizer treatment for BD, but only a minority of patients fully respond to monotherapy. Presently, we hypothesized that lithium-responsive BD patients (Li-R) would show characteristic differences in chronotype and cellular circadian rhythms compared to lithium non-responders (Li-NR). Selecting patients from a prospective, multi-center, clinical trial of lithium monotherapy, we examined morning vs. evening preference (chronotype) as a dimension of circadian rhythm function in 193 Li-R and Li-NR BD patients. From a subset of 59 patient donors, we measured circadian rhythms in skin fibroblasts longitudinally over 5 days using a bioluminescent reporter (Per2-luc). We then estimated circadian rhythm parameters (amplitude, period, phase) and the pharmacological effects of lithium on rhythms in cells from Li-R and Li-NR donors. Compared to Li-NRs, Li-Rs showed a difference in chronotype, with higher levels of morningness. Evening chronotype was associated with increased mood symptoms at baseline, including depression, mania, and insomnia. Cells from Li-Rs were more likely to exhibit a short circadian period, a linear relationship between period and phase, and period shortening effects of lithium. Common genetic variation in the IP3 signaling pathway may account for some of the individual differences in the effects of lithium on cellular rhythms. We conclude that circadian rhythms may influence response to lithium in maintenance treatment of BD.
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Affiliation(s)
- Michael J. McCarthy
- 0000 0001 2107 4242grid.266100.3Department of Psychiatry and Center for Circadian Biology, University of California, San Diego, 3350 La Jolla Village Dr. MC 116A, San Diego, CA 92161 USA ,0000 0004 0419 2708grid.410371.0Psychiatry Service, VA San Diego Healthcare, San Diego, CA 92161 USA
| | - Heather Wei
- 0000 0004 0419 2708grid.410371.0Psychiatry Service, VA San Diego Healthcare, San Diego, CA 92161 USA
| | - Caroline M. Nievergelt
- 0000 0001 2107 4242grid.266100.3Department of Psychiatry and Center for Circadian Biology, University of California, San Diego, 3350 La Jolla Village Dr. MC 116A, San Diego, CA 92161 USA
| | - Andrea Stautland
- 0000 0004 1936 7443grid.7914.bDepartment of Clinical Medicine, Section for Psychiatry, University of Bergen, Bergen, Norway
| | - Adam X. Maihofer
- 0000 0001 2107 4242grid.266100.3Department of Psychiatry and Center for Circadian Biology, University of California, San Diego, 3350 La Jolla Village Dr. MC 116A, San Diego, CA 92161 USA
| | - David K. Welsh
- 0000 0001 2107 4242grid.266100.3Department of Psychiatry and Center for Circadian Biology, University of California, San Diego, 3350 La Jolla Village Dr. MC 116A, San Diego, CA 92161 USA ,0000 0004 0419 2708grid.410371.0Psychiatry Service, VA San Diego Healthcare, San Diego, CA 92161 USA
| | - Paul Shilling
- 0000 0001 2107 4242grid.266100.3Department of Psychiatry and Center for Circadian Biology, University of California, San Diego, 3350 La Jolla Village Dr. MC 116A, San Diego, CA 92161 USA
| | - Martin Alda
- 0000 0004 1936 8200grid.55602.34Department of Psychiatry, Dalhousie University, Halifax, Canada
| | - Ney Alliey-Rodriguez
- 0000 0004 1936 7822grid.170205.1Department of Psychiatry, University of Chicago, Chicago, USA
| | - Amit Anand
- 0000 0001 0790 959Xgrid.411377.7Department of Psychiatry, Indiana University, Bloomington, USA
| | - Ole A. Andreasson
- 0000 0004 1936 8921grid.5510.1Jebsen Centre for Psychosis Research, University of Oslo, Oslo, Norway
| | - Yokesh Balaraman
- 0000 0001 0790 959Xgrid.411377.7Department of Psychiatry, Indiana University, Bloomington, USA
| | - Wade H. Berrettini
- 0000 0004 1936 8972grid.25879.31Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104 USA
| | - Holli Bertram
- 0000000086837370grid.214458.eDepartment of Psychiatry, University of Michigan, Ann Arbor, MI USA
| | - Kristen J. Brennand
- 0000 0001 0670 2351grid.59734.3cDepartments of Neuroscience and Psychiatry, Icahn School of Medicine at Mt Sinai, New York, USA
| | - Joseph R. Calabrese
- 0000 0001 2164 3847grid.67105.35Department of Psychiatry, Case Western Reserve University, Cleveland, OH USA
| | - Cynthia V. Calkin
- 0000 0004 1936 8200grid.55602.34Department of Psychiatry, Dalhousie University, Halifax, Canada
| | - Ana Claasen
- 0000 0004 0507 3225grid.250942.8Neurogenomics Division, Translational Genomics Research Institute, Phoenix, USA
| | - Clara Conroy
- 0000 0001 2164 3847grid.67105.35Department of Psychiatry, Case Western Reserve University, Cleveland, OH USA
| | - William H. Coryell
- 0000 0004 1936 8294grid.214572.7Department of Psychiatry, University of Iowa, Iowa City, USA
| | - David W. Craig
- 0000 0004 0507 3225grid.250942.8Neurogenomics Division, Translational Genomics Research Institute, Phoenix, USA
| | - Nicole D’Arcangelo
- 0000 0001 2164 3847grid.67105.35Department of Psychiatry, Case Western Reserve University, Cleveland, OH USA
| | - Anna Demodena
- 0000 0004 0419 2708grid.410371.0Psychiatry Service, VA San Diego Healthcare, San Diego, CA 92161 USA
| | - Srdjan Djurovic
- 0000 0004 1936 8921grid.5510.1Jebsen Centre for Psychosis Research, University of Oslo, Oslo, Norway
| | - Scott Feeder
- 0000 0004 0459 167Xgrid.66875.3aDepartment of Psychiatry, The Mayo Clinic, Rochester, USA
| | - Carrie Fisher
- 0000 0001 0790 959Xgrid.411377.7Department of Psychiatry, Indiana University, Bloomington, USA
| | - Nicole Frazier
- 0000000086837370grid.214458.eDepartment of Psychiatry, University of Michigan, Ann Arbor, MI USA
| | - Mark A. Frye
- 0000 0004 0459 167Xgrid.66875.3aDepartment of Psychiatry, The Mayo Clinic, Rochester, USA
| | - Fred H. Gage
- 0000 0001 0662 7144grid.250671.7Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, USA
| | - Keming Gao
- 0000 0001 2164 3847grid.67105.35Department of Psychiatry, Case Western Reserve University, Cleveland, OH USA
| | - Julie Garnham
- 0000 0004 1936 8200grid.55602.34Department of Psychiatry, Dalhousie University, Halifax, Canada
| | - Elliot S. Gershon
- 0000 0004 1936 7822grid.170205.1Department of Psychiatry, University of Chicago, Chicago, USA
| | - Kara Glazer
- 0000 0001 2171 9311grid.21107.35Department of Psychiatry, Johns Hopkins University, Baltimore, USA
| | - Fernando Goes
- 0000 0001 2171 9311grid.21107.35Department of Psychiatry, Johns Hopkins University, Baltimore, USA
| | - Toyomi Goto
- 0000 0001 2164 3847grid.67105.35Department of Psychiatry, Case Western Reserve University, Cleveland, OH USA
| | - Gloria Harrington
- 0000000086837370grid.214458.eDepartment of Psychiatry, University of Michigan, Ann Arbor, MI USA
| | - Petter Jakobsen
- 0000 0000 9753 1393grid.412008.fNorment and KG Jebsen Centre for Neuropsychiatry, Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Masoud Kamali
- 0000000086837370grid.214458.eDepartment of Psychiatry, University of Michigan, Ann Arbor, MI USA
| | - Elizabeth Karberg
- 0000 0001 2164 3847grid.67105.35Department of Psychiatry, Case Western Reserve University, Cleveland, OH USA
| | - Marisa Kelly
- 0000000086837370grid.214458.eDepartment of Psychiatry, University of Michigan, Ann Arbor, MI USA
| | - Susan G. Leckband
- 0000 0004 0419 2708grid.410371.0Psychiatry Service, VA San Diego Healthcare, San Diego, CA 92161 USA
| | - Falk Lohoff
- 0000 0004 1936 8972grid.25879.31Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104 USA
| | - Melvin G. McInnis
- 0000000086837370grid.214458.eDepartment of Psychiatry, University of Michigan, Ann Arbor, MI USA
| | - Francis Mondimore
- 0000 0001 2171 9311grid.21107.35Department of Psychiatry, Johns Hopkins University, Baltimore, USA
| | - Gunnar Morken
- 0000 0001 1516 2393grid.5947.fDivision of Psychiatry, St. Olav University Hospital of Trondheim and Department of Mental Health Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - John I. Nurnberger
- 0000 0001 0790 959Xgrid.411377.7Department of Psychiatry, Indiana University, Bloomington, USA
| | - Sarah Obral
- 0000 0001 2164 3847grid.67105.35Department of Psychiatry, Case Western Reserve University, Cleveland, OH USA
| | - Ketil J. Oedegaard
- 0000 0004 1936 7443grid.7914.bDepartment of Clinical Medicine, Section for Psychiatry, University of Bergen, Bergen, Norway ,0000 0000 9753 1393grid.412008.fNorment and KG Jebsen Centre for Neuropsychiatry, Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Abigail Ortiz
- 0000 0001 2182 2255grid.28046.38Department of Psychiatry, University of Ottawa, Ottawa, ON Canada
| | - Megan Ritchey
- 0000 0001 2171 9311grid.21107.35Department of Psychiatry, Johns Hopkins University, Baltimore, USA
| | - Kelly Ryan
- 0000000086837370grid.214458.eDepartment of Psychiatry, University of Michigan, Ann Arbor, MI USA
| | - Martha Schinagle
- 0000 0001 2164 3847grid.67105.35Department of Psychiatry, Case Western Reserve University, Cleveland, OH USA
| | - Helle Schoeyen
- 0000 0004 1936 7443grid.7914.bDepartment of Clinical Medicine, Section for Psychiatry, University of Bergen, Bergen, Norway
| | - Candice Schwebel
- 0000 0004 1936 8972grid.25879.31Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104 USA
| | - Martha Shaw
- 0000 0004 1936 7822grid.170205.1Department of Psychiatry, University of Chicago, Chicago, USA
| | - Tatyana Shekhtman
- 0000 0001 2107 4242grid.266100.3Department of Psychiatry and Center for Circadian Biology, University of California, San Diego, 3350 La Jolla Village Dr. MC 116A, San Diego, CA 92161 USA ,0000 0004 0419 2708grid.410371.0Psychiatry Service, VA San Diego Healthcare, San Diego, CA 92161 USA
| | - Claire Slaney
- 0000 0004 1936 8200grid.55602.34Department of Psychiatry, Dalhousie University, Halifax, Canada
| | - Emma Stapp
- 0000 0001 2171 9311grid.21107.35Department of Psychiatry, Johns Hopkins University, Baltimore, USA
| | - Szabolcs Szelinger
- 0000 0004 0507 3225grid.250942.8Neurogenomics Division, Translational Genomics Research Institute, Phoenix, USA
| | - Bruce Tarwater
- 0000 0004 0507 3225grid.250942.8Neurogenomics Division, Translational Genomics Research Institute, Phoenix, USA
| | - Peter P. Zandi
- 0000 0001 2171 9311grid.21107.35Department of Psychiatry, Johns Hopkins University, Baltimore, USA
| | - John R. Kelsoe
- 0000 0001 2107 4242grid.266100.3Department of Psychiatry and Center for Circadian Biology, University of California, San Diego, 3350 La Jolla Village Dr. MC 116A, San Diego, CA 92161 USA ,0000 0004 0419 2708grid.410371.0Psychiatry Service, VA San Diego Healthcare, San Diego, CA 92161 USA
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Gao K, Su M, Sweet J, Calabrese JR. Correlation between depression/anxiety symptom severity and quality of life in patients with major depressive disorder or bipolar disorder. J Affect Disord 2019; 244:9-15. [PMID: 30292023 DOI: 10.1016/j.jad.2018.09.063] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Revised: 08/22/2018] [Accepted: 09/16/2018] [Indexed: 12/13/2022]
Abstract
OBJECTIVE To study the correlation between depression/anxiety severity and the quality of life (QOL) in patients with major depressive disorder (MDD) or bipolar disorder (BP). METHODS Two hundred forty-three outpatients diagnosed with MDD or BP were used to study the relationship between depression/anxiety severity and QOL. Depression and anxiety symptom-severity were measured with the QIDS-16-SR (the 16 Item Quick Inventory of Depressive Symptomatology - Self Report), and Zung-SAS (Zung Self-Rating Anxiety Scale). The QOL was measured with the Q-LES-Q short-form (the Quality of Life, Enjoyment and Satisfaction Questionnaire). Correlation was assessed with regression analysis. RESULTS The percentage of maximum possible scores (MPS) of Q-LES-Q was 72.1%, 70.5%, and 67.6% for euthymic MDD, BPI, and BPII, respectively. Increases in QIDS-16-SR total scores significantly correlated to decreases in Q-LES-Q total scores, with an R2 = 0.61, R2 = 0.52, and R2 = 0.45 for MDD, BPI, and BPII, respectively. Increases in Zung-SAS scores also significantly correlated to decreases in Q-LES-Q total scores with an R2 = 0.20, R2 = 0.21, and R2 = 0.12 for MDD, BPI, and BPII. However, after controlling for depression severity, significant differences between Q-LES-Q and Zung-SAS scores disappeared in MDD and BP. After controlling for anxiety and other clinical variables, the negative correlation between QIDS-16-SR and Q-LES-Q scores remained significant in MDD and BP. CONCLUSIONS In this outpatient sample, the MPS of Q-LES-Q in euthymic MDD and BP patients was at the lower end of non-psychiatric or medical community norm spectrum. Depression severity was the only independent variable negatively correlated to the QOL in both disorders.
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Affiliation(s)
- Keming Gao
- Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, Case Western Reserve University School of Medicine/University Hospitals Cleveland Medical Center, Cleveland, OH, USA.
| | - Meilei Su
- Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, Case Western Reserve University School of Medicine/University Hospitals Cleveland Medical Center, Cleveland, OH, USA; Department of Psychiatry, Nanfang Hospital of Southern Medical University, Guangzhou, China
| | - Jennifer Sweet
- Department of Neurosurgery, Case Western Reserve University School of Medicine/University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Joseph R Calabrese
- Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, Case Western Reserve University School of Medicine/University Hospitals Cleveland Medical Center, Cleveland, OH, USA
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Calabrese JR, Sanchez R, Jin N, Amatniek J, Cox K, Johnson B, Perry PP, Hertel P, Such P, McQuade RD, Nyilas M, Carson WH. The safety and tolerability of aripiprazole once-monthly as maintenance treatment for bipolar I disorder: A double-blind, placebo-controlled, randomized withdrawal study. J Affect Disord 2018; 241:425-432. [PMID: 30145513 DOI: 10.1016/j.jad.2018.06.043] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Revised: 06/12/2018] [Accepted: 06/15/2018] [Indexed: 12/01/2022]
Abstract
BACKGROUND Aripiprazole once-monthly 400 mg (AOM 400), an atypical long-acting injectable antipsychotic, has demonstrated efficacy and safety in maintenance treatment of bipolar I disorder (BP-I). We further assess safety and tolerability and characterize adverse events (AEs) across the duration of aripiprazole exposure. METHODS Patients with BP-I were stabilized on oral aripiprazole (2-8 weeks), AOM 400 (12-28 weeks), followed by 1:1 randomization of patients meeting stability criteria to a 52-week, double-blind, placebo-controlled withdrawal phase. Treatment-emergent AEs (TEAEs) were collected across study phases. AEs were counted in a phase if they were drug-related and continued from the baseline of that phase. A separate analysis on new-onset akathisia was conducted. RESULTS Among TEAEs occurring in ≥10% of patients during all study phases were akathisia (23.3%) and weight increased (10.6%). Median time to akathisia onset was 20 days after starting oral aripiprazole; median duration was 29 days for the first occurrence; 21/168 patients (12.5%) reporting akathisia experienced >1 episode. Episodes of new-onset akathisia decreased over time, with few events reported in the randomized phase. Weight gain was minimal with oral aripiprazole, generally starting within 3 months after the first AOM 400 injection, and appearing to plateau at 36 weeks. The mean weight gain within any study phase was ≤1.0 kg. Potentially clinically significant changes in metabolic parameters were uncommon. LIMITATIONS Patients on placebo had AOM 400 exposure before randomization. CONCLUSION These findings suggest that AEs with AOM 400 treatment were time-limited and support AOM 400 as a well-tolerated maintenance treatment of BP-I.
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Affiliation(s)
- Joseph R Calabrese
- Mood Disorders Program, Department of Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, OH, USA.
| | - Raymond Sanchez
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | - Na Jin
- Otsuka Pharmaceutical Development & Commercialization, Inc., Rockville, MD, USA
| | - Joan Amatniek
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | - Kevin Cox
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | - Brian Johnson
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | - Pamela P Perry
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | | | | | - Robert D McQuade
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | - Margaretta Nyilas
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | - William H Carson
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
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49
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Fink DS, Gradus JL, Keyes KM, Calabrese JR, Liberzon I, Tamburrino MB, Cohen GH, Sampson L, Galea S. Subthreshold PTSD and PTSD in a prospective-longitudinal cohort of military personnel: Potential targets for preventive interventions. Depress Anxiety 2018; 35:1048-1055. [PMID: 30099820 PMCID: PMC6212313 DOI: 10.1002/da.22819] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 06/24/2018] [Accepted: 07/01/2018] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND Prevention of PTSD requires identification of subpopulations contributing most to the population burden of PTSD. This study examines the relative contribution of subthreshold PTSD and probable PTSD on future PTSD in a representative military cohort. METHODS We analyze data on 3,457 U.S. National Guard members from the state of Ohio, assessed by telephone annually from 2008 to 2014. At each wave, participants were classified into one of three groups based on the PTSD Checklist: probable PTSD (DSM-IV-TR criteria), subthreshold PTSD (Criterion A1, at least one symptom in each cluster, symptom lasting longer than 30 days, and functional impairment), and no PTSD. We calculated the exposure rate, risk ratio (RR), and population attributable fraction (PAF) to determine the burden of future probable PTSD attributable to subthreshold PTSD compared to probable PTSD. RESULTS The annualized prevalence of subthreshold PTSD and probable PTSD was respectively 11.9 and 5.0%. The RR for probable PTSD was twice as great among respondents with probable PTSD the prior interview than that of those with subthreshold PTSD (7.0 vs. 3.4); however, the PAF was considerably greater in participants with subthreshold PTSD the prior interview (PAF = 35%; 95% confidence interval (CI) = 26.0-42.9%) than in those with probable PTSD (PAF = 28.0%; 95% CI = 21.8-33.8%). Results were robust to changes in subthreshold PTSD definition. CONCLUSIONS Subthreshold PTSD accounted for a substantial proportion of this population's future PTSD burden. Population-based preventive interventions, compared to an approach focused exclusively on cases of diagnosable PTSD, is likely to affect the greatest reduction in this population's future PTSD burden.
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Affiliation(s)
- David S. Fink
- Department of Epidemiology, Columbia University, New York, NY, USA,Address correspondence to: David S. Fink, MPH, Department of Epidemiology, Mailman School of Public Health, 722 W. 168 Street, Room 1513, New York, NY 10032-3727; telephone: 212.304.5712; fax: 212.305.1460;
| | - Jaimie L. Gradus
- National Center for PTSD, Boston VA Medical Center, Boston, MA, USA,Boston University School of Medicine, Boston, MA, USA,Department of Epidemiology, Boston University, Boston, MA, USA
| | | | | | - Israel Liberzon
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | | | - Gregory H. Cohen
- Department of Epidemiology, Columbia University, New York, NY, USA,Department of Epidemiology, Boston University, Boston, MA, USA
| | - Laura Sampson
- Department of Epidemiology, Boston University, Boston, MA, USA
| | - Sandro Galea
- School of Public Health, Boston University, Boston, MA, USA
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50
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Caldieraro MA, Walsh S, Deckersbach T, Bobo WV, Gao K, Ketter TA, Shelton RC, Reilly-Harrington NA, Tohen M, Calabrese JR, Thase ME, Kocsis JH, Sylvia LG, Nierenberg AA. Decreased activation and subsyndromal manic symptoms predict lower remission rates in bipolar depression. Aust N Z J Psychiatry 2018; 52:994-1002. [PMID: 29143534 DOI: 10.1177/0004867417741982] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Activation encompasses energy and activity and is a central feature of bipolar disorder. However, the impact of activation on treatment response of bipolar depression requires further exploration. The aims of this study were to assess the association of decreased activation and sustained remission in bipolar depression and test for factors that could affect this association. METHODS We assessed participants with Diagnostic and Statistical Manual of Mental Disorders (4th ed) bipolar depression ( n = 303) included in a comparative effectiveness study of lithium- and quetiapine-based treatments (the Bipolar CHOICE study). Activation was evaluated using items from the Bipolar Inventory of Symptoms Scale. The selection of these items was based on a dimension of energy and interest symptoms associated with poorer treatment response in major depression. RESULTS Decreased activation was associated with lower remission rates in the raw analyses and in a logistic regression model adjusted for baseline severity and subsyndromal manic symptoms (odds ratio = 0.899; p = 0.015). The manic features also predicted lower remission (odds ratio = 0.934; p < 0.001). Remission rates were similar in the two treatment groups. CONCLUSION Decreased activation and subsyndromal manic symptoms predict lower remission rates in bipolar depression. Patients with these features may require specific treatment approaches, but new studies are necessary to identify treatments that could improve outcomes in this population.
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Affiliation(s)
- Marco Antonio Caldieraro
- 1 Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.,2 Serviço de Psiquiatria, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Samantha Walsh
- 1 Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Thilo Deckersbach
- 1 Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.,3 Harvard Medical School, Boston, MA, USA
| | - William V Bobo
- 4 Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, USA
| | - Keming Gao
- 5 Mood Disorders Program, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Terence A Ketter
- 6 Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Noreen A Reilly-Harrington
- 1 Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.,3 Harvard Medical School, Boston, MA, USA
| | - Mauricio Tohen
- 8 Department of Psychiatry and Behavioral Sciences, UNM Health Sciences Center, The University of New Mexico, Albuquerque, NM, USA
| | - Joseph R Calabrese
- 5 Mood Disorders Program, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Michael E Thase
- 9 Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - James H Kocsis
- 10 Department of Psychiatry, Weill Cornell Medical College, Ithaca, NY, USA
| | - Louisa G Sylvia
- 1 Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.,3 Harvard Medical School, Boston, MA, USA
| | - Andrew A Nierenberg
- 1 Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.,3 Harvard Medical School, Boston, MA, USA
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