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Volumn 11, Issue , 2018, Pages 211-222

Precision pharmacotherapy: Psychiatry’s future direction in preventing, diagnosing, and treating mental disorders

Author keywords

Biomarker; Childhood trauma; Depression; FKBP5; Machine learning; Mental health; Personalized medicine; Precision medicine

Indexed keywords

ANTIDEPRESSANT AGENT;

EID: 85062807993     PISSN: None     EISSN: 11787066     Source Type: Journal    
DOI: 10.2147/PGPM.S146110     Document Type: Review
Times cited : (40)

References (168)
  • 1
    • 63049139294 scopus 로고    scopus 로고
    • The global burden of mental disorders: An update from the WHO World Mental Health (WMH) surveys
    • Kessler RC, Aguilar-Gaxiola S, Alonso J, et al. The global burden of mental disorders: an update from the WHO World Mental Health (WMH) surveys. Epidemiol Psychiatr Soc. 2009;18(1):23–33.
    • (2009) Epidemiol Psychiatr Soc , vol.18 , Issue.1 , pp. 23-33
    • Kessler, R.C.1    Aguilar-Gaxiola, S.2    Alonso, J.3
  • 2
    • 80052376956 scopus 로고    scopus 로고
    • The size and burden of mental disorders and other disorders of the brain in Europe 2010
    • Wittchen HU, Jacobi F, Rehm J, et al. The size and burden of mental disorders and other disorders of the brain in Europe 2010. Eur Neuropsychopharmacol. 2011;21(9):655–679.
    • (2011) Eur Neuropsychopharmacol , vol.21 , Issue.9 , pp. 655-679
    • Wittchen, H.U.1    Jacobi, F.2    Rehm, J.3
  • 3
    • 19844373148 scopus 로고    scopus 로고
    • Size and burden of mental disorders in Europe – a critical review and appraisal of 27 studies
    • Wittchen HU, Jacobi F. Size and burden of mental disorders in Europe – a critical review and appraisal of 27 studies. Eur Neuropsychopharmacol. 2005;15(4):357–376.
    • (2005) Eur Neuropsychopharmacol , vol.15 , Issue.4 , pp. 357-376
    • Wittchen, H.U.1    Jacobi, F.2
  • 4
    • 85062805948 scopus 로고    scopus 로고
    • Reducing Suicide: A National Imperative. Goldsmith SK, Pellmar TC, Kleinman AM, Bunney WE, editors. Washington (DC): National Academies Press (US)
    • Institute of Medicine (US) Committee on Pathophysiology and Prevention of Adolescent and Adult Suicide. Reducing Suicide: A National Imperative. Goldsmith SK, Pellmar TC, Kleinman AM, Bunney WE, editors. Washington (DC): National Academies Press (US);
    • Committee on Pathophysiology and Prevention of Adolescent and Adult Suicide
  • 5
    • 79960044482 scopus 로고    scopus 로고
    • Grand challenges in global mental health
    • Collins PY, Patel V, Joestl SS, et al. Grand challenges in global mental health. Nature. 2011;475(7354):27–30.
    • (2011) Nature , vol.475 , Issue.7354 , pp. 27-30
    • Collins, P.Y.1    Patel, V.2    Joestl, S.S.3
  • 6
    • 84953350446 scopus 로고    scopus 로고
    • Charting the landscape of priority problems in psychiatry, part 1: Classification and diagnosis
    • Stephan KE, Bach DR, Fletcher PC, et al. Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis. Lancet Psychiatry. 2016;3(1):77–83.
    • (2016) Lancet Psychiatry , vol.3 , Issue.1 , pp. 77-83
    • Stephan, K.E.1    Bach, D.R.2    Fletcher, P.C.3
  • 7
    • 84877626914 scopus 로고    scopus 로고
    • Toward the future of psychiatric diagnosis: The seven pillars of RDoC
    • Cuthbert BN, Insel TR. Toward the future of psychiatric diagnosis: the seven pillars of RDoC. BMC Med. 2013;11(1):126.
    • (2013) BMC Med , vol.11 , Issue.1 , pp. 126
    • Cuthbert, B.N.1    Insel, T.R.2
  • 8
    • 77954230363 scopus 로고    scopus 로고
    • Research domain criteria (RDoC): Toward a new classification framework for research on mental disorders
    • Insel T, Cuthbert B, Garvey M, et al. Research domain criteria (RDoC): toward a new classification framework for research on mental disorders. Am J Psychiatry. 2010;167(7):748–751.
    • (2010) Am J Psychiatry , vol.167 , Issue.7 , pp. 748-751
    • Insel, T.1    Cuthbert, B.2    Garvey, M.3
  • 9
    • 84925306502 scopus 로고    scopus 로고
    • Prediction of treatment outcomes in psychiatry – where do we stand?
    • Mcmahon FJ. Prediction of treatment outcomes in psychiatry – where do we stand? Dialogues Clin Neurosci. 2014;16(4):455–464.
    • (2014) Dialogues Clin Neurosci , vol.16 , Issue.4 , pp. 455-464
    • McMahon, F.J.1
  • 10
    • 84923762812 scopus 로고    scopus 로고
    • A new initiative on precision medicine
    • Collins FS, Varmus H. A new initiative on precision medicine. N Engl J Med Overseas Ed. 2015;372(9):793–795.
    • (2015) N Engl J Med Overseas Ed , vol.372 , Issue.9 , pp. 793-795
    • Collins, F.S.1    Varmus, H.2
  • 11
    • 84930535796 scopus 로고    scopus 로고
    • Precision medicine – personalized, problematic, and promising
    • Jameson JL, Longo D. Precision medicine – personalized, problematic, and promising. N Engl J Med. 2015;372(23):2229–2234.
    • (2015) N Engl J Med , vol.372 , Issue.23 , pp. 2229-2234
    • Jameson, J.L.1    Longo, D.2
  • 12
    • 84988447135 scopus 로고    scopus 로고
    • Abandoning personalization to get to precision in the pharmacotherapy of depression
    • Perlis RH. Abandoning personalization to get to precision in the pharmacotherapy of depression. World Psychiatry. 2016;15(3): 228–235.
    • (2016) World Psychiatry , vol.15 , Issue.3 , pp. 228-235
    • Perlis, R.H.1
  • 13
    • 47749098274 scopus 로고    scopus 로고
    • How can we realize the promise of personalized antidepressant medicines?
    • Holsboer F. How can we realize the promise of personalized antidepressant medicines? Nat Rev Neurosci. 2008;9(8):638–646.
    • (2008) Nat Rev Neurosci , vol.9 , Issue.8 , pp. 638-646
    • Holsboer, F.1
  • 14
    • 32844472127 scopus 로고    scopus 로고
    • Cure therapeutics and strategic prevention: Raising the bar for mental health research
    • Insel TR, Scolnick EM. Cure therapeutics and strategic prevention: raising the bar for mental health research. Mol Psychiatry. 2006;11(1):11–17.
    • (2006) Mol Psychiatry , vol.11 , Issue.1 , pp. 11-17
    • Insel, T.R.1    Scolnick, E.M.2
  • 16
    • 84897136781 scopus 로고    scopus 로고
    • Individualized medicine from prewomb to tomb
    • Topol EJ. Individualized medicine from prewomb to tomb. Cell. 2014;157(1):241–253.
    • (2014) Cell , vol.157 , Issue.1 , pp. 241-253
    • Topol, E.J.1
  • 17
    • 85040315988 scopus 로고    scopus 로고
    • Psychiatric genomics: An update and an agenda
    • Sullivan PF, Agrawal A, Bulik CM, et al. Psychiatric genomics: an update and an agenda. Am J Psychiatry. 2018;175(1):15–27.
    • (2018) Am J Psychiatry , vol.175 , Issue.1 , pp. 15-27
    • Sullivan, P.F.1    Agrawal, A.2    Bulik, C.M.3
  • 18
    • 84863980709 scopus 로고    scopus 로고
    • Genetic architectures of psychiatric disorders: The emerging picture and its implications
    • Sullivan PF, Daly MJ, O’Donovan M. Genetic architectures of psychiatric disorders: the emerging picture and its implications. Nat Rev Genet. 2012;13(8):537–551.
    • (2012) Nat Rev Genet , vol.13 , Issue.8 , pp. 537-551
    • Sullivan, P.F.1    Daly, M.J.2    O’Donovan, M.3
  • 20
    • 55549147191 scopus 로고    scopus 로고
    • Personal genomes: The case of the missing heritability
    • Maher B. Personal genomes: the case of the missing heritability. Nature. 2008;456(7218):18–21.
    • (2008) Nature , vol.456 , Issue.7218 , pp. 18-21
    • Maher, B.1
  • 21
    • 77956636824 scopus 로고    scopus 로고
    • Genome-wide association studies: A primer
    • Corvin A, Craddock N, Sullivan PF. Genome-wide association studies: a primer. Psychol Med. 2010;40(7):1063–1077.
    • (2010) Psychol Med , vol.40 , Issue.7 , pp. 1063-1077
    • Corvin, A.1    Craddock, N.2    Sullivan, P.F.3
  • 22
    • 34347335667 scopus 로고    scopus 로고
    • Guilt beyond a reasonable doubt
    • Altshuler D, Daly M. Guilt beyond a reasonable doubt. Nat Genet. 2007;39(7):813–815.
    • (2007) Nat Genet , vol.39 , Issue.7 , pp. 813-815
    • Altshuler, D.1    Daly, M.2
  • 23
    • 42349112088 scopus 로고    scopus 로고
    • Genome-wide association studies for complex traits: Consensus, uncertainty and challenges
    • Mccarthy MI, Abecasis GR, Cardon LR, et al. Genome-wide association studies for complex traits: consensus, uncertainty and challenges. Nat Rev Genet. 2008;9(5):356–369.
    • (2008) Nat Rev Genet , vol.9 , Issue.5 , pp. 356-369
    • McCarthy, M.I.1    Abecasis, G.R.2    Cardon, L.R.3
  • 24
    • 84879892380 scopus 로고    scopus 로고
    • A mega-analysis of genome-wide association studies for major depressive disorder
    • Major Depressive Disorder Working Group of the Psychiatric GWAS Consortium, Ripke S, Wray NR, et al. A mega-analysis of genome-wide association studies for major depressive disorder. Mol Psychiatry. 2013;18(4):497–511.
    • (2013) Mol Psychiatry , vol.18 , Issue.4 , pp. 497-511
    • Ripke, S.1    Wray, N.R.2
  • 25
    • 84875211424 scopus 로고    scopus 로고
    • A genome-wide association study of depressive symptoms
    • Hek K, Demirkan A, Lahti J, et al. A genome-wide association study of depressive symptoms. Biol Psychiatry. 2013;73(7):667–678.
    • (2013) Biol Psychiatry , vol.73 , Issue.7 , pp. 667-678
    • Hek, K.1    Demirkan, A.2    Lahti, J.3
  • 26
    • 84980347551 scopus 로고    scopus 로고
    • Identification of 15 genetic loci associated with risk of major depression in individuals of European descent
    • Hyde CL, Nagle MW, Tian C, et al. Identification of 15 genetic loci associated with risk of major depression in individuals of European descent. Nat Genet. 2016;48(9):1031–1036.
    • (2016) Nat Genet , vol.48 , Issue.9 , pp. 1031-1036
    • Hyde, C.L.1    Nagle, M.W.2    Tian, C.3
  • 27
    • 85046022254 scopus 로고    scopus 로고
    • Genome-wide association analyses identify 44 risk variants and refine the genetic architecture of major depression
    • Wray NR, Ripke S, Mattheisen M, et al. Genome-wide association analyses identify 44 risk variants and refine the genetic architecture of major depression. Nat Genet. 2018;50(5):668–681.
    • (2018) Nat Genet , vol.50 , Issue.5 , pp. 668-681
    • Wray, N.R.1    Ripke, S.2    Mattheisen, M.3
  • 28
    • 80053384370 scopus 로고    scopus 로고
    • Genome-wide association study identifies five new schizophrenia loci
    • Ripke S, Sanders AR, Kendler KS, Schizophrenia Psychiatric Genome-Wide Association Study (GWAS) Consortium. Genome-wide association study identifies five new schizophrenia loci. Nat Genet. 2011;43(10):969–976.
    • (2011) Nat Genet , vol.43 , Issue.10 , pp. 969-976
    • Ripke, S.1    Sanders, A.R.2    Kendler, K.S.3
  • 29
    • 84904804929 scopus 로고    scopus 로고
    • Biological insights from 108 schizophrenia-associated genetic loci
    • Schizophrenia Working Group of the Psychiatric Genomics Consortium. Biological insights from 108 schizophrenia-associated genetic loci. Nature. 2014;511(7510):421–427.
    • (2014) Nature , vol.511 , Issue.7510 , pp. 421-427
  • 30
    • 84994079504 scopus 로고    scopus 로고
    • Translating genome-wide association findings into new therapeutics for psychiatry
    • Breen G, Li Q, Roth BL, et al. Translating genome-wide association findings into new therapeutics for psychiatry. Nat Neurosci. 2016;19(11):1392–1396.
    • (2016) Nat Neurosci , vol.19 , Issue.11 , pp. 1392-1396
    • Breen, G.1    Li, Q.2    Roth, B.L.3
  • 31
    • 84938292742 scopus 로고    scopus 로고
    • The support of human genetic evidence for approved drug indications
    • Nelson MR, Tipney H, Painter JL, et al. The support of human genetic evidence for approved drug indications. Nat Genet. 2015;47(8): 856–860.
    • (2015) Nat Genet , vol.47 , Issue.8 , pp. 856-860
    • Nelson, M.R.1    Tipney, H.2    Painter, J.L.3
  • 32
    • 77953962940 scopus 로고    scopus 로고
    • Combined influence of LDLR and HMGCR sequence variation on lipid-lowering response to simvastatin
    • Mangravite LM, Medina MW, Cui J, et al. Combined influence of LDLR and HMGCR sequence variation on lipid-lowering response to simvastatin. Arterioscler Thromb Vasc Biol. 2010;30(7):1485–1492.
    • (2010) Arterioscler Thromb Vasc Biol , vol.30 , Issue.7 , pp. 1485-1492
    • Mangravite, L.M.1    Medina, M.W.2    Cui, J.3
  • 33
    • 58149163149 scopus 로고    scopus 로고
    • Common variants at 30 loci contribute to polygenic dyslipidemia
    • Kathiresan S, Willer CJ, Peloso GM, et al. Common variants at 30 loci contribute to polygenic dyslipidemia. Nat Genet. 2009;41(1):56–65.
    • (2009) Nat Genet , vol.41 , Issue.1 , pp. 56-65
    • Kathiresan, S.1    Willer, C.J.2    Peloso, G.M.3
  • 34
    • 85049284114 scopus 로고    scopus 로고
    • Analysis of shared heritability in common disorders of the brain
    • Brainstorm Consortium, Anttila V, Bulik-Sullivan B, et al. Analysis of shared heritability in common disorders of the brain. Science. 2018;360(6395):eaap8757.
    • (2018) Science , vol.360 , Issue.6395
    • Anttila, V.1    Bulik-Sullivan, B.2
  • 35
    • 85041925301 scopus 로고    scopus 로고
    • Shared molecular neu-ropathology across major psychiatric disorders parallels polygenic overlap
    • Gandal MJ, Haney JR, Parikshak NN, et al. Shared molecular neu-ropathology across major psychiatric disorders parallels polygenic overlap. Science. 2018;359(6376):693–697.
    • (2018) Science , vol.359 , Issue.6376 , pp. 693-697
    • Gandal, M.J.1    Haney, J.R.2    Parikshak, N.N.3
  • 36
    • 84931041069 scopus 로고    scopus 로고
    • Epigenetics of stress-related psychiatric disorders and gene × environment interactions
    • Klengel T, Binder EB. Epigenetics of stress-related psychiatric disorders and gene × environment interactions. Neuron. 2015;86(6):1343–1357.
    • (2015) Neuron , vol.86 , Issue.6 , pp. 1343-1357
    • Klengel, T.1    Binder, E.B.2
  • 37
    • 85044059333 scopus 로고    scopus 로고
    • Dissecting the molecular mechanisms of gene × environment interactions: Implications for diagnosis and treatment of stress-related psychiatric disorders
    • Binder EB. Dissecting the molecular mechanisms of gene × environment interactions: implications for diagnosis and treatment of stress-related psychiatric disorders. Eur J Psychotraumatol. 2017;8(Suppl 5):1412745.
    • (2017) Eur J Psychotraumatol , vol.8
    • Binder, E.B.1
  • 38
    • 0030853734 scopus 로고    scopus 로고
    • The familial aggregation of common psychiatric and substance use disorders in the National Comorbidity Survey: A family history study
    • Kendler KS, Davis CG, Kessler RC. The familial aggregation of common psychiatric and substance use disorders in the National Comorbidity Survey: a family history study. Br J Psychiatry. 1997;170(6): 541–548.
    • (1997) Br J Psychiatry , vol.170 , Issue.6 , pp. 541-548
    • Kendler, K.S.1    Davis, C.G.2    Kessler, R.C.3
  • 39
    • 0030865364 scopus 로고    scopus 로고
    • Childhood adversity and adult psychiatric disorder in the US National Comorbidity Survey
    • Kessler RC, Davis CG, Kendler KS. Childhood adversity and adult psychiatric disorder in the US National Comorbidity Survey. Psychol Med. 1997;27(5):1101–1119.
    • (1997) Psychol Med , vol.27 , Issue.5 , pp. 1101-1119
    • Kessler, R.C.1    Davis, C.G.2    Kendler, K.S.3
  • 40
    • 0035875146 scopus 로고    scopus 로고
    • The role of childhood trauma in the neurobiol-ogy of mood and anxiety disorders: Preclinical and clinical studies
    • Heim C, Nemeroff CB. The role of childhood trauma in the neurobiol-ogy of mood and anxiety disorders: preclinical and clinical studies. Biol Psychiatry. 2001;49(12):1023–1039.
    • (2001) Biol Psychiatry , vol.49 , Issue.12 , pp. 1023-1039
    • Heim, C.1    Nemeroff, C.B.2
  • 41
    • 85044276697 scopus 로고    scopus 로고
    • Understanding the molecular mechanisms underpinning gene by environment interactions in psychiatric disorders: The FKBP5 Model
    • Matosin N, Halldorsdottir T, Binder EB. Understanding the molecular mechanisms underpinning gene by environment interactions in psychiatric disorders: The FKBP5 Model. Biol Psychiatry. 2018;83(10):821–830.
    • (2018) Biol Psychiatry , vol.83 , Issue.10 , pp. 821-830
    • Matosin, N.1    Halldorsdottir, T.2    Binder, E.B.3
  • 42
    • 84991687543 scopus 로고    scopus 로고
    • Psychoneuroimmunology of early-life stress: The hidden wounds of childhood trauma?
    • Danese A, J Lewis S. Psychoneuroimmunology of early-life stress: the hidden wounds of childhood trauma? Neuropsychopharmacology. 2017;42(1):99–114.
    • (2017) Neuropsychopharmacology , vol.42 , Issue.1 , pp. 99-114
    • Danese, A.1    J Lewis, S.2
  • 43
    • 85020303838 scopus 로고    scopus 로고
    • Developmental psycho-neuroendocrine and psychoneuroimmune pathways from childhood adversity to disease
    • Kuhlman KR, Chiang JJ, Horn S, Bower JE. Developmental psycho-neuroendocrine and psychoneuroimmune pathways from childhood adversity to disease. Neurosci Biobehav Rev. 2017;80:166–184.
    • (2017) Neurosci Biobehav Rev , vol.80 , pp. 166-184
    • Kuhlman, K.R.1    Chiang, J.J.2    Horn, S.3    Bower, J.E.4
  • 44
    • 84936804001 scopus 로고    scopus 로고
    • Early-life adversity and physical and emotional health across the lifespan: A neuroimmune network hypothesis
    • Nusslock R, Miller GE. Early-life adversity and physical and emotional health across the lifespan: a neuroimmune network hypothesis. Biol Psychiatry. 2016;80(1):23–32.
    • (2016) Biol Psychiatry , vol.80 , Issue.1 , pp. 23-32
    • Nusslock, R.1    Miller, G.E.2
  • 45
  • 46
    • 0027517172 scopus 로고
    • The ‘Trier Social Stress Test’ – a tool for investigating psychobiological stress responses in a laboratory setting
    • Kirschbaum C, Pirke KM, Hellhammer DH. The ‘Trier Social Stress Test’ – a tool for investigating psychobiological stress responses in a laboratory setting. Neuropsychobiology. 1993;28(1–2):76–81.
    • (1993) Neuropsychobiology , vol.28 , Issue.1-2 , pp. 76-81
    • Kirschbaum, C.1    Pirke, K.M.2    Hellhammer, D.H.3
  • 47
    • 33749072534 scopus 로고    scopus 로고
    • Increased stress-induced inflammatory responses in male patients with major depression and increased early life stress
    • Pace TW, Mletzko TC, Alagbe O, et al. Increased stress-induced inflammatory responses in male patients with major depression and increased early life stress. Am J Psychiatry. 2006;163(9):1630–1633.
    • (2006) Am J Psychiatry , vol.163 , Issue.9 , pp. 1630-1633
    • Pace, T.W.1    Mletzko, T.C.2    Alagbe, O.3
  • 48
  • 49
    • 85044749908 scopus 로고    scopus 로고
    • How to measure glucocorticoid receptor’s sensitivity in patients with stress-related psychiatric disorders
    • Leistner C, Menke A. How to measure glucocorticoid receptor’s sensitivity in patients with stress-related psychiatric disorders. Psychoneuroendocrinology. 2018;91:235–260.
    • (2018) Psychoneuroendocrinology , vol.91 , pp. 235-260
    • Leistner, C.1    Menke, A.2
  • 50
    • 85050933001 scopus 로고    scopus 로고
    • Childhood trauma dependent anxious depression sensitizes HPA axis function
    • Menke A, Lehrieder D, Fietz J, et al. Childhood trauma dependent anxious depression sensitizes HPA axis function. Psychoneuroendocrinology. 2018;98:22–29.
    • (2018) Psychoneuroendocrinology , vol.98 , pp. 22-29
    • Menke, A.1    Lehrieder, D.2    Fietz, J.3
  • 51
    • 84914132272 scopus 로고    scopus 로고
    • An inflammatory biomarker as a differential predictor of outcome of depression treatment with escitalopram and nortriptyline
    • Uher R, Tansey KE, Dew T, et al. An inflammatory biomarker as a differential predictor of outcome of depression treatment with escitalopram and nortriptyline. Am J Psychiatry. 2014;171(12):1278–1286.
    • (2014) Am J Psychiatry , vol.171 , Issue.12 , pp. 1278-1286
    • Uher, R.1    Tansey, K.E.2    Dew, T.3
  • 52
    • 84871986003 scopus 로고    scopus 로고
    • A randomized controlled trial of the tumor necrosis factor antagonist infliximab for treatment-resistant depression: The role of baseline inflammatory biomarkers
    • Raison CL, Rutherford RE, Woolwine BJ, et al. A randomized controlled trial of the tumor necrosis factor antagonist infliximab for treatment-resistant depression: the role of baseline inflammatory biomarkers. JAMA Psychiatry. 2013;70(1):31–41.
    • (2013) JAMA Psychiatry , vol.70 , Issue.1 , pp. 31-41
    • Raison, C.L.1    Rutherford, R.E.2    Woolwine, B.J.3
  • 53
    • 84915812914 scopus 로고    scopus 로고
    • Effect of anti-inflammatory treatment on depression, depressive symptoms, and adverse effects: A systematic review and meta-analysis of randomized clinical trials
    • Köhler O, Benros ME, Nordentoft M, et al. Effect of anti-inflammatory treatment on depression, depressive symptoms, and adverse effects: a systematic review and meta-analysis of randomized clinical trials. JAMA Psychiatry. 2014;71(12):1381–1391.
    • (2014) JAMA Psychiatry , vol.71 , Issue.12 , pp. 1381-1391
    • Köhler, O.1    Benros, M.E.2    Nordentoft, M.3
  • 54
    • 84991677408 scopus 로고    scopus 로고
    • Antidepressant activity of anti-cytokine treatment: A systematic review and meta-analysis of clinical trials of chronic inflammatory conditions
    • Kappelmann N, Lewis G, Dantzer R, Jones PB, Khandaker GM. Antidepressant activity of anti-cytokine treatment: a systematic review and meta-analysis of clinical trials of chronic inflammatory conditions. Mol Psychiatry. 2018;23(2):335–343.
    • (2018) Mol Psychiatry , vol.23 , Issue.2 , pp. 335-343
    • Kappelmann, N.1    Lewis, G.2    Dantzer, R.3    Jones, P.B.4    Khandaker, G.M.5
  • 55
    • 20044395965 scopus 로고    scopus 로고
    • Stress and the brain: From adaptation to disease
    • de Kloet ER, Joëls M, Holsboer F. Stress and the brain: from adaptation to disease. Nat Rev Neurosci. 2005;6(6):463–475.
    • (2005) Nat Rev Neurosci , vol.6 , Issue.6 , pp. 463-475
    • de Kloet, E.R.1    Joëls, M.2    Holsboer, F.3
  • 56
    • 84911422591 scopus 로고    scopus 로고
    • Epigenetic alterations in depression and antidepressant treatment
    • Menke A, Binder EB. Epigenetic alterations in depression and antidepressant treatment. Dialogues Clin Neurosci. 2014;16(3):395–404.
    • (2014) Dialogues Clin Neurosci , vol.16 , Issue.3 , pp. 395-404
    • Menke, A.1    Binder, E.B.2
  • 57
    • 84867709301 scopus 로고    scopus 로고
    • Epigenetics, depression and antidepressant treatment
    • Menke A, Klengel T, Binder EB. Epigenetics, depression and antidepressant treatment. Curr Pharm Des. 2012;18(36):5879–5889.
    • (2012) Curr Pharm Des , vol.18 , Issue.36 , pp. 5879-5889
    • Menke, A.1    Klengel, T.2    Binder, E.B.3
  • 58
    • 84898884700 scopus 로고    scopus 로고
    • Emerging role of microRNAs in major depressive disorder: Diagnosis and therapeutic implications
    • Dwivedi Y. Emerging role of microRNAs in major depressive disorder: diagnosis and therapeutic implications. Dialogues Clin Neurosci. 2014;16(1):43–61.
    • (2014) Dialogues Clin Neurosci , vol.16 , Issue.1 , pp. 43-61
    • Dwivedi, Y.1
  • 59
    • 84937637283 scopus 로고    scopus 로고
    • MicroRNA and posttranscriptional dysregulation in psychiatry
    • Geaghan M, Cairns MJ. MicroRNA and posttranscriptional dysregulation in psychiatry. Biol Psychiatry. 2015;78(4):231–239.
    • (2015) Biol Psychiatry , vol.78 , Issue.4 , pp. 231-239
    • Geaghan, M.1    Cairns, M.J.2
  • 60
    • 70350731477 scopus 로고    scopus 로고
    • The role of FKBP5, a co-chaperone of the glucocorticoid receptor in the pathogenesis and therapy of affective and anxiety disorders
    • Binder EB. The role of FKBP5, a co-chaperone of the glucocorticoid receptor in the pathogenesis and therapy of affective and anxiety disorders. Psychoneuroendocrinology. 2009;34(Suppl 1):S186–S195.
    • (2009) Psychoneuroendocrinology , vol.34 , pp. S186-S195
    • Binder, E.B.1
  • 61
    • 9644252785 scopus 로고    scopus 로고
    • Polymorphisms in FKBP5 are associated with increased recurrence of depressive episodes and rapid response to antidepressant treatment
    • Binder EB, Salyakina D, Lichtner P, et al. Polymorphisms in FKBP5 are associated with increased recurrence of depressive episodes and rapid response to antidepressant treatment. Nat Genet. 2004;36(12): 1319–1325.
    • (2004) Nat Genet , vol.36 , Issue.12 , pp. 1319-1325
    • Binder, E.B.1    Salyakina, D.2    Lichtner, P.3
  • 62
    • 84875812508 scopus 로고    scopus 로고
    • Genetic variation in FKBP5 associated with the extent of stress hormone dysregulation in major depression
    • Menke A, Klengel T, Rubel J, et al. Genetic variation in FKBP5 associated with the extent of stress hormone dysregulation in major depression. Genes Brain Behav. 2013;12(3):289–296.
    • (2013) Genes Brain Behav , vol.12 , Issue.3 , pp. 289-296
    • Menke, A.1    Klengel, T.2    Rubel, J.3
  • 63
    • 84871717397 scopus 로고    scopus 로고
    • Allele-specific FKBP5 DNA demethylation mediates gene-childhood trauma interactions
    • Klengel T, Mehta D, Anacker C, et al. Allele-specific FKBP5 DNA demethylation mediates gene-childhood trauma interactions. Nat Neurosci. 2013;16(1):33–41.
    • (2013) Nat Neurosci , vol.16 , Issue.1 , pp. 33-41
    • Klengel, T.1    Mehta, D.2    Anacker, C.3
  • 64
    • 84958225118 scopus 로고    scopus 로고
    • Effect of the interaction between childhood abuse and rs1360780 of the FKBP5 gene on gray matter volume in a general population sample
    • Grabe HJ, Wittfeld K, Van der Auwera S, et al. Effect of the interaction between childhood abuse and rs1360780 of the FKBP5 gene on gray matter volume in a general population sample. Hum Brain Mapp. 2016;37(4):1602–1613.
    • (2016) Hum Brain Mapp , vol.37 , Issue.4 , pp. 1602-1613
    • Grabe, H.J.1    Wittfeld, K.2    van der Auwera, S.3
  • 65
    • 85012891640 scopus 로고    scopus 로고
    • Influence of FKBP5 polymorphism and DNA methylation on structural changes of the brain in major depressive disorder
    • Han KM, Won E, Sim Y, et al. Influence of FKBP5 polymorphism and DNA methylation on structural changes of the brain in major depressive disorder. Sci Rep. 2017;7(1):42621.
    • (2017) Sci Rep , vol.7 , Issue.1
    • Han, K.M.1    Won, E.2    Sim, Y.3
  • 66
    • 85044301910 scopus 로고    scopus 로고
    • Epigenetic changes of FKBP5 as a link connecting genetic and environmental risk factors with structural and functional brain changes in major depression
    • Tozzi L, Farrell C, Booij L, et al. Epigenetic changes of FKBP5 as a link connecting genetic and environmental risk factors with structural and functional brain changes in major depression. Neuropsychopharmacology. 2018;43(5):1138–1145.
    • (2018) Neuropsychopharmacology , vol.43 , Issue.5 , pp. 1138-1145
    • Tozzi, L.1    Farrell, C.2    Booij, L.3
  • 67
    • 84959287999 scopus 로고    scopus 로고
    • Early-life adversity interacts with FKBP5 genotypes: Altered working memory and cardiac stress reactivity in the Oklahoma Family Health Patterns Project
    • Lovallo WR, Enoch MA, Acheson A, et al. Early-life adversity interacts with FKBP5 genotypes: altered working memory and cardiac stress reactivity in the Oklahoma Family Health Patterns Project. Neuropsychopharmacology. 2016;41(7):1724–1732.
    • (2016) Neuropsychopharmacology , vol.41 , Issue.7 , pp. 1724-1732
    • Lovallo, W.R.1    Enoch, M.A.2    Acheson, A.3
  • 68
    • 84861030752 scopus 로고    scopus 로고
    • Evaluation of synthetic FK506 analogues as ligands for the FK506-binding proteins 51 and 52
    • Gopalakrishnan R, Kozany C, Gaali S, et al. Evaluation of synthetic FK506 analogues as ligands for the FK506-binding proteins 51 and 52. J Med Chem. 2012;55(9):4114–4122.
    • (2012) J Med Chem , vol.55 , Issue.9 , pp. 4114-4122
    • Gopalakrishnan, R.1    Kozany, C.2    Gaali, S.3
  • 69
    • 84861071782 scopus 로고    scopus 로고
    • Exploration of pipecolate sulfonamides as binders of the FK506-binding proteins 51 and 52
    • Gopalakrishnan R, Kozany C, Wang Y, et al. Exploration of pipecolate sulfonamides as binders of the FK506-binding proteins 51 and 52. J Med Chem. 2012;55(9):4123–4131.
    • (2012) J Med Chem , vol.55 , Issue.9 , pp. 4123-4131
    • Gopalakrishnan, R.1    Kozany, C.2    Wang, Y.3
  • 70
    • 84963756190 scopus 로고    scopus 로고
    • Time-dependent effects of dexamethasone plasma concentrations on glucocorticoid receptor challenge tests
    • Menke A, Arloth J, Best J, et al. Time-dependent effects of dexamethasone plasma concentrations on glucocorticoid receptor challenge tests. Psychoneuroendocrinology. 2016;69:161–171.
    • (2016) Psychoneuroendocrinology , vol.69 , pp. 161-171
    • Menke, A.1    Arloth, J.2    Best, J.3
  • 71
    • 84899510385 scopus 로고    scopus 로고
    • Dexamethasone stimulated gene expression in peripheral blood indicates glucocorticoid-receptor hypersensitivity in job-related exhaustion
    • Menke A, Arloth J, Gerber M, et al. Dexamethasone stimulated gene expression in peripheral blood indicates glucocorticoid-receptor hypersensitivity in job-related exhaustion. Psychoneuroendocrinology. 2014;44:35–46.
    • (2014) Psychoneuroendocrinology , vol.44 , pp. 35-46
    • Menke, A.1    Arloth, J.2    Gerber, M.3
  • 72
    • 84859769789 scopus 로고    scopus 로고
    • Dexamethasone stimulated gene expression in peripheral blood is a sensitive marker for glucocorticoid receptor resistance in depressed patients
    • Menke A, Arloth J, Pütz B, et al. Dexamethasone stimulated gene expression in peripheral blood is a sensitive marker for glucocorticoid receptor resistance in depressed patients. Neuropsychopharmacology. 2012;37(6):1455–1464.
    • (2012) Neuropsychopharmacology , vol.37 , Issue.6 , pp. 1455-1464
    • Menke, A.1    Arloth, J.2    Pütz, B.3
  • 73
    • 35348831738 scopus 로고    scopus 로고
    • Psychological stress and disease
    • Cohen S, Janicki-Deverts D, Miller GE. Psychological stress and disease. JAMA. 2007;298(14):1685–1687.
    • (2007) JAMA , vol.298 , Issue.14 , pp. 1685-1687
    • Cohen, S.1    Janicki-Deverts, D.2    Miller, G.E.3
  • 76
    • 85021694579 scopus 로고    scopus 로고
    • Urban natural environments as nature-based solutions for improved public health – a systematic review of reviews
    • van den Bosch M, Ode Sang Å. Urban natural environments as nature-based solutions for improved public health – a systematic review of reviews. Environ Res. 2017;158:373–384.
    • (2017) Environ Res , vol.158 , pp. 373-384
    • van den Bosch, M.1    Ode Sang, Å.2
  • 77
    • 33845983318 scopus 로고    scopus 로고
    • Psychological effects of forest environments on healthy adults: Shinrin-yoku (forest-air bathing, walking) as a possible method of stress reduction
    • Morita E, Fukuda S, Nagano J, et al. Psychological effects of forest environments on healthy adults: Shinrin-yoku (forest-air bathing, walking) as a possible method of stress reduction. Public Health. 2007;121(1):54–63.
    • (2007) Public Health , vol.121 , Issue.1 , pp. 54-63
    • Morita, E.1    Fukuda, S.2    Nagano, J.3
  • 78
    • 85027513605 scopus 로고    scopus 로고
    • Blood pressure-lowering effect of Shinrin-yoku (Forest bathing): A systematic review and meta-analysis
    • Ideno Y, Hayashi K, Abe Y, et al. Blood pressure-lowering effect of Shinrin-yoku (Forest bathing): a systematic review and meta-analysis. BMC Complement Altern Med. 2017;17(1):409.
    • (2017) BMC Complement Altern Med , vol.17 , Issue.1 , pp. 409
    • Ideno, Y.1    Hayashi, K.2    Abe, Y.3
  • 79
    • 84982676241 scopus 로고    scopus 로고
    • Physiological effects of nature therapy: A review of the research in Japan
    • Song C, Ikei H, Miyazaki Y. Physiological effects of nature therapy: a review of the research in Japan. Int J Environ Res Public Health. 2016;13(8):781.
    • (2016) Int J Environ Res Public Health , vol.13 , Issue.8 , pp. 781
    • Song, C.1    Ikei, H.2    Miyazaki, Y.3
  • 80
    • 84869882579 scopus 로고    scopus 로고
    • Moving towards a population health approach to the primary prevention of common mental disorders
    • Jacka FN, Mykletun A, Berk M. Moving towards a population health approach to the primary prevention of common mental disorders. BMC Med. 2012;10(1):149.
    • (2012) BMC Med , vol.10 , Issue.1 , pp. 149
    • Jacka, F.N.1    Mykletun, A.2    Berk, M.3
  • 81
    • 77649169226 scopus 로고    scopus 로고
    • Association of Western and traditional diets with depression and anxiety in women
    • Jacka FN, Pasco JA, Mykletun A, et al. Association of Western and traditional diets with depression and anxiety in women. Am J Psychiatry. 2010;167(3):305–311.
    • (2010) Am J Psychiatry , vol.167 , Issue.3 , pp. 305-311
    • Jacka, F.N.1    Pasco, J.A.2    Mykletun, A.3
  • 82
    • 84891438764 scopus 로고    scopus 로고
    • A systematic review and meta-analysis of dietary patterns and depression in community-dwelling adults
    • Lai JS, Hiles S, Bisquera A, Hure AJ, Mcevoy M, Attia J. A systematic review and meta-analysis of dietary patterns and depression in community-dwelling adults. Am J Clin Nutr. 2014;99(1):181–197.
    • (2014) Am J Clin Nutr , vol.99 , Issue.1 , pp. 181-197
    • Lai, J.S.1    Hiles, S.2    Bisquera, A.3    Hure, A.J.4    McEvoy, M.5    Attia, J.6
  • 83
    • 84901201645 scopus 로고    scopus 로고
    • Relationship between diet and mental health in children and adolescents: A systematic review
    • O’Neil A, Quirk SE, Housden S, et al. Relationship between diet and mental health in children and adolescents: a systematic review. Am J Public Health. 2014;104(10):e31–e42.
    • (2014) Am J Public Health , vol.104 , Issue.10 , pp. e31-e42
    • O’Neil, A.1    Quirk, S.E.2    Housden, S.3
  • 84
    • 84923302053 scopus 로고    scopus 로고
    • Nutritional medicine as mainstream in psychiatry
    • Sarris J, Logan AC, Akbaraly TN, et al. Nutritional medicine as mainstream in psychiatry. Lancet Psychiatry. 2015;2(3):271–274.
    • (2015) Lancet Psychiatry , vol.2 , Issue.3 , pp. 271-274
    • Sarris, J.1    Logan, A.C.2    Akbaraly, T.N.3
  • 87
    • 84902087370 scopus 로고    scopus 로고
    • An updated meta-analysis of oxidative stress markers in bipolar disorder
    • Brown NC, Andreazza AC, Young LT. An updated meta-analysis of oxidative stress markers in bipolar disorder. Psychiatry Res. 2014;218(1–2):61–68.
    • (2014) Psychiatry Res , vol.218 , Issue.1-2 , pp. 61-68
    • Brown, N.C.1    Andreazza, A.C.2    Young, L.T.3
  • 88
    • 85007545413 scopus 로고    scopus 로고
    • The gut microbiota and the emergence of autoimmunity: Relevance to major psychiatric disorders
    • Severance EG, Tveiten D, Lindström LH, Yolken RH, Reichelt KL. The gut microbiota and the emergence of autoimmunity: relevance to major psychiatric disorders. Curr Pharm Des. 2016;22(40):6076–6086.
    • (2016) Curr Pharm Des , vol.22 , Issue.40 , pp. 6076-6086
    • Severance, E.G.1    Tveiten, D.2    Lindström, L.H.3    Yolken, R.H.4    Reichelt, K.L.5
  • 89
    • 0029033135 scopus 로고
    • Mediterranean diet pyramid: A cultural model for healthy eating
    • Willett WC, Sacks F, Trichopoulou A, et al. Mediterranean diet pyramid: a cultural model for healthy eating. Am J Clin Nutr. 1995;61(6 Suppl):S1402–S1406.
    • (1995) Am J Clin Nutr , vol.61 , Issue.6 , pp. S1402-S1406
    • Willett, W.C.1    Sacks, F.2    Trichopoulou, A.3
  • 90
    • 85049214488 scopus 로고    scopus 로고
    • Primary prevention of cardiovascular disease with a Mediterranean diet supplemented with extra-virgin olive oil or nuts
    • Estruch R, Ros E, Salas-Salvadó J, et al. Primary prevention of cardiovascular disease with a Mediterranean diet supplemented with extra-virgin olive oil or nuts. N Engl J Med Overseas Ed. 2018; 378(25):e34.
    • (2018) N Engl J Med Overseas Ed , vol.378 , Issue.25 , pp. 34
    • Estruch, R.1    Ros, E.2    Salas-Salvadó, J.3
  • 91
    • 78149231737 scopus 로고    scopus 로고
    • Accruing evidence on benefits of adherence to the Mediterranean diet on health: An updated systematic review and meta-analysis
    • Sofi F, Abbate R, Gensini GF, Casini A. Accruing evidence on benefits of adherence to the Mediterranean diet on health: an updated systematic review and meta-analysis. Am J Clin Nutr. 2010;92(5): 1189–1196.
    • (2010) Am J Clin Nutr , vol.92 , Issue.5 , pp. 1189-1196
    • Sofi, F.1    Abbate, R.2    Gensini, G.F.3    Casini, A.4
  • 93
    • 84982285468 scopus 로고    scopus 로고
    • Dietary n-3 PUFA, fish consumption and depression: A systematic review and meta-analysis of observational studies
    • Grosso G, Micek A, Marventano S, et al. Dietary n-3 PUFA, fish consumption and depression: a systematic review and meta-analysis of observational studies. J Affect Disord. 2016;205:269–281.
    • (2016) J Affect Disord , vol.205 , pp. 269-281
    • Grosso, G.1    Micek, A.2    Marventano, S.3
  • 94
    • 84977128122 scopus 로고    scopus 로고
    • Meta-analysis and meta-regression of omega-3 polyunsaturated fatty acid supplementation for major depressive disorder
    • Mocking RJ, Harmsen I, Assies J, Koeter MW, Ruhé HG, Schene AH. Meta-analysis and meta-regression of omega-3 polyunsaturated fatty acid supplementation for major depressive disorder. Transl Psychiatry. 2016;6(3):e756.
    • (2016) Transl Psychiatry , vol.6 , Issue.3 , pp. 756
    • Mocking, R.J.1    Harmsen, I.2    Assies, J.3    Koeter, M.W.4    Ruhé, H.G.5    Schene, A.H.6
  • 95
    • 85011096743 scopus 로고    scopus 로고
    • A randomised controlled trial of dietary improvement for adults with major depression (The ‘SMILES’ trial)
    • Jacka FN, O’Neil A, Opie R, et al. A randomised controlled trial of dietary improvement for adults with major depression (the ‘SMILES’ trial). BMC Med. 2017;15(1):23.
    • (2017) BMC Med , vol.15 , Issue.1 , pp. 23
    • Jacka, F.N.1    O’Neil, A.2    Opie, R.3
  • 96
    • 85050124075 scopus 로고    scopus 로고
    • Nitrated meat products are associated with mania in humans and altered behavior and brain gene expression in rats
    • Epub 2018 Jul 18
    • Khambadkone SG, Cordner ZA, Dickerson F, et al. Nitrated meat products are associated with mania in humans and altered behavior and brain gene expression in rats. Mol Psychiatry. Epub 2018 Jul 18.
    • Mol Psychiatry
    • Khambadkone, S.G.1    Cordner, Z.A.2    Dickerson, F.3
  • 97
    • 84964789151 scopus 로고    scopus 로고
    • Exercise, physical activity, and sedentary behavior in the treatment of depression: Broadening the scientific perspectives and clinical opportunities
    • Hallgren M, Herring MP, Owen N, et al. Exercise, physical activity, and sedentary behavior in the treatment of depression: broadening the scientific perspectives and clinical opportunities. Front Psychiatry. 2016;7(1):36.
    • (2016) Front Psychiatry , vol.7 , Issue.1 , pp. 36
    • Hallgren, M.1    Herring, M.P.2    Owen, N.3
  • 98
    • 84947907977 scopus 로고    scopus 로고
    • Exercise as medicine-evidence for prescribing exercise as therapy in 26 different chronic diseases
    • Pedersen BK, Saltin B. Exercise as medicine-evidence for prescribing exercise as therapy in 26 different chronic diseases. Scand J Med Sci Sports. 2015;25(Suppl 3):1–72.
    • (2015) Scand J Med Sci Sports , vol.25 , pp. 1-72
    • Pedersen, B.K.1    Saltin, B.2
  • 99
    • 0034667299 scopus 로고    scopus 로고
    • Clinical and preclinical evidence for the neurotrophic effects of mood stabilizers: Implications for the pathophysiology and treatment of manic-depressive illness
    • Manji HK, Moore GJ, Chen G. Clinical and preclinical evidence for the neurotrophic effects of mood stabilizers: implications for the pathophysiology and treatment of manic-depressive illness. Biol Psychiatry. 2000;48(8):740–754.
    • (2000) Biol Psychiatry , vol.48 , Issue.8 , pp. 740-754
    • Manji, H.K.1    Moore, G.J.2    Chen, G.3
  • 100
    • 55949119252 scopus 로고    scopus 로고
    • Muscle as an endocrine organ: Focus on muscle-derived interleukin-6
    • Pedersen BK, Febbraio MA. Muscle as an endocrine organ: focus on muscle-derived interleukin-6. Physiol Rev. 2008;88(4): 1379–1406.
    • (2008) Physiol Rev , vol.88 , Issue.4 , pp. 1379-1406
    • Pedersen, B.K.1    Febbraio, M.A.2
  • 101
    • 73149116208 scopus 로고    scopus 로고
    • Role of exercise-induced brain-derived neurotrophic factor production in the regulation of energy homeostasis in mammals
    • Pedersen BK, Pedersen M, Krabbe KS, Bruunsgaard H, Matthews VB, Febbraio MA. Role of exercise-induced brain-derived neurotrophic factor production in the regulation of energy homeostasis in mammals. Exp Physiol. 2009;94(12):1153–1160.
    • (2009) Exp Physiol , vol.94 , Issue.12 , pp. 1153-1160
    • Pedersen, B.K.1    Pedersen, M.2    Krabbe, K.S.3    Bruunsgaard, H.4    Matthews, V.B.5    Febbraio, M.A.6
  • 102
    • 67449090419 scopus 로고    scopus 로고
    • The longitudinal effects of depression on physical activity
    • Roshanaei-Moghaddam B, Katon WJ, Russo J. The longitudinal effects of depression on physical activity. Gen Hosp Psychiatry. 2009;31(4):306–315.
    • (2009) Gen Hosp Psychiatry , vol.31 , Issue.4 , pp. 306-315
    • Roshanaei-Moghaddam, B.1    Katon, W.J.2    Russo, J.3
  • 103
    • 77954546739 scopus 로고    scopus 로고
    • Depressive symptom outcomes of physical activity interventions: Meta-analysis findings
    • Conn VS. Depressive symptom outcomes of physical activity interventions: meta-analysis findings. Ann Behav Med. 2010;39(2):128–138.
    • (2010) Ann Behav Med , vol.39 , Issue.2 , pp. 128-138
    • Conn, V.S.1
  • 106
    • 84925842316 scopus 로고    scopus 로고
    • A systematic review and meta-analysis of exercise interventions in schizophrenia patients
    • Firth J, Cotter J, Elliott R, French P, Yung AR. A systematic review and meta-analysis of exercise interventions in schizophrenia patients. Psychol Med. 2015;45(7):1343–1361.
    • (2015) Psychol Med , vol.45 , Issue.7 , pp. 1343-1361
    • Firth, J.1    Cotter, J.2    Elliott, R.3    French, P.4    Yung, A.R.5
  • 108
    • 85062803204 scopus 로고    scopus 로고
    • Blood-based biomarkers predicting response to antidepressants
    • Epub 2018 Jan 27
    • Busch Y, Menke A. Blood-based biomarkers predicting response to antidepressants. J Neural Transm. Epub 2018 Jan 27.
    • J Neural Transm.
    • Busch, Y.1    Menke, A.2
  • 109
    • 69949184308 scopus 로고    scopus 로고
    • A genomewide association study points to multiple loci that predict antidepressant drug treatment outcome in depression
    • Ising M, Lucae S, Binder EB, et al. A genomewide association study points to multiple loci that predict antidepressant drug treatment outcome in depression. Arch Gen Psychiatry. 2009;66(9):966–975.
    • (2009) Arch Gen Psychiatry , vol.66 , Issue.9 , pp. 966-975
    • Ising, M.1    Lucae, S.2    Binder, E.B.3
  • 110
    • 84875134648 scopus 로고    scopus 로고
    • Contribution of common genetic variants to antidepressant response
    • Tansey KE, Guipponi M, Hu X, et al. Contribution of common genetic variants to antidepressant response. Biol Psychiatry. 2013;73(7):679–682.
    • (2013) Biol Psychiatry , vol.73 , Issue.7 , pp. 679-682
    • Tansey, K.E.1    Guipponi, M.2    Hu, X.3
  • 111
    • 80555145254 scopus 로고    scopus 로고
    • Pharmacogenetics of response to antipsychotics in patients with schizophrenia
    • Arranz MJ, Rivera M, Munro JC. Pharmacogenetics of response to antipsychotics in patients with schizophrenia. CNS Drugs. 2011;25(11):933–969.
    • (2011) CNS Drugs , vol.25 , Issue.11 , pp. 933-969
    • Arranz, M.J.1    Rivera, M.2    Munro, J.C.3
  • 112
    • 84893862320 scopus 로고    scopus 로고
    • From pharmacogenetics to pharmacogenomics: The way toward the personalization of antidepressant treatment
    • Fabbri C, Porcelli S, Serretti A. From pharmacogenetics to pharmacogenomics: the way toward the personalization of antidepressant treatment. Can J Psychiatry. 2014;59(2):62–75.
    • (2014) Can J Psychiatry , vol.59 , Issue.2 , pp. 62-75
    • Fabbri, C.1    Porcelli, S.2    Serretti, A.3
  • 114
    • 85041674305 scopus 로고    scopus 로고
    • The present and future of precision medicine in psychiatry: Focus on clinical psychopharmacology of antidepressants
    • Serretti A. The present and future of precision medicine in psychiatry: focus on clinical psychopharmacology of antidepressants. Clin Psychopharmacol Neurosci. 2018;16(1):1–6.
    • (2018) Clin Psychopharmacol Neurosci , vol.16 , Issue.1 , pp. 1-6
    • Serretti, A.1
  • 115
    • 84986183057 scopus 로고    scopus 로고
    • Consensus paper of the WFSBP Task Force on Genetics: Genetics, epigenetics and gene expression markers of major depressive disorder and antidepressant response
    • Fabbri C, Hosak L, Mössner R, et al. Consensus paper of the WFSBP Task Force on Genetics: genetics, epigenetics and gene expression markers of major depressive disorder and antidepressant response. World J Biol Psychiatry. 2017;18(1):5–28.
    • (2017) World J Biol Psychiatry , vol.18 , Issue.1 , pp. 5-28
    • Fabbri, C.1    Hosak, L.2    Mössner, R.3
  • 116
    • 84964683522 scopus 로고    scopus 로고
    • Commercial phar macogenetic-based decision-support tools in psychiatry
    • Bousman CA, Hopwood M. Commercial phar macogenetic-based decision-support tools in psychiatry. Lancet Psychiatry. 2016;3(6):585–590.
    • (2016) Lancet Psychiatry , vol.3 , Issue.6 , pp. 585-590
    • Bousman, C.A.1    Hopwood, M.2
  • 117
    • 85012048675 scopus 로고    scopus 로고
    • Antidepressant prescribing in the precision medicine era: A prescriber’s primer on pharmacogenetic tools
    • Bousman CA, Forbes M, Jayaram M, et al. Antidepressant prescribing in the precision medicine era: a prescriber’s primer on pharmacogenetic tools. BMC Psychiatry. 2017;17(1):60.
    • (2017) BMC Psychiatry , vol.17 , Issue.1 , pp. 60
    • Bousman, C.A.1    Forbes, M.2    Jayaram, M.3
  • 118
    • 84991666760 scopus 로고    scopus 로고
    • Pharmacokinetic pharmacogenetic prescribing guidelines for antidepressants: A template for psychiatric precision medicine
    • Nassan M, Nicholson WT, Elliott MA, Rohrer Vitek CR, Black JL, Frye MA. Pharmacokinetic pharmacogenetic prescribing guidelines for antidepressants: a template for psychiatric precision medicine. Mayo Clin Proc. 2016;91(7):897–907.
    • (2016) Mayo Clin Proc , vol.91 , Issue.7 , pp. 897-907
    • Nassan, M.1    Nicholson, W.T.2    Elliott, M.A.3    Rohrer Vitek, C.R.4    Black, J.L.5    Frye, M.A.6
  • 119
    • 84886653435 scopus 로고    scopus 로고
    • Towards the implementation of CYP2D6 and CYP2C19 genotypes in clinical practice: Update and report from a pharmacogenetic service clinic
    • Müller DJ, Kekin I, Kao AC, Brandl EJ. Towards the implementation of CYP2D6 and CYP2C19 genotypes in clinical practice: update and report from a pharmacogenetic service clinic. Int Rev Psychiatry. 2013;25(5):554–571.
    • (2013) Int Rev Psychiatry , vol.25 , Issue.5 , pp. 554-571
    • Müller, D.J.1    Kekin, I.2    Kao, A.C.3    Brandl, E.J.4
  • 120
    • 79951809825 scopus 로고    scopus 로고
    • CPIC: Clinical Pharmacogenetics Implementation Consortium of the Pharmacogenomics Research Network
    • Relling MV, Klein TE. CPIC: Clinical Pharmacogenetics Implementation Consortium of the Pharmacogenomics Research Network. Clin Pharmacol Ther. 2011;89(3):464–467.
    • (2011) Clin Pharmacol Ther , vol.89 , Issue.3 , pp. 464-467
    • Relling, M.V.1    Klein, T.E.2
  • 122
    • 38149003759 scopus 로고    scopus 로고
    • Polymorphisms in the drug transporter gene ABCB1 predict antidepressant treatment response in depression
    • Uhr M, Tontsch A, Namendorf C, et al. Polymorphisms in the drug transporter gene ABCB1 predict antidepressant treatment response in depression. Neuron. 2008;57(2):203–209.
    • (2008) Neuron , vol.57 , Issue.2 , pp. 203-209
    • Uhr, M.1    Tontsch, A.2    Namendorf, C.3
  • 123
    • 84857236103 scopus 로고    scopus 로고
    • Meta-analysis of serotonin transporter gene promoter polymorphism (5-HTTLPR) association with antidepressant efficacy
    • Porcelli S, Fabbri C, Serretti A. Meta-analysis of serotonin transporter gene promoter polymorphism (5-HTTLPR) association with antidepressant efficacy. Eur Neuropsychopharmacol. 2012;22(4): 239–258.
    • (2012) Eur Neuropsychopharmacol , vol.22 , Issue.4 , pp. 239-258
    • Porcelli, S.1    Fabbri, C.2    Serretti, A.3
  • 124
    • 0035167167 scopus 로고    scopus 로고
    • The effect of paroxetine on 5-HT(2A) receptors in depression: An [(18)F]setoperone PET imaging study
    • Meyer JH, Kapur S, Eisfeld B, et al. The effect of paroxetine on 5-HT(2A) receptors in depression: an [(18)F]setoperone PET imaging study. Am J Psychiatry. 2001;158(1):78–85.
    • (2001) Am J Psychiatry , vol.158 , Issue.1 , pp. 78-85
    • Meyer, J.H.1    Kapur, S.2    Eisfeld, B.3
  • 125
    • 72149119722 scopus 로고    scopus 로고
    • A novel 5-HT(2A) receptor antagonist exhibits antidepressant-like effects in a battery of rodent behavioural assays: Approaching early-onset antidepressants
    • Pandey DK, Mahesh R, Kumar AA, Rao VS, Arjun M, Rajkumar R. A novel 5-HT(2A) receptor antagonist exhibits antidepressant-like effects in a battery of rodent behavioural assays: approaching early-onset antidepressants. Pharmacol Biochem Behav. 2010;94(3):363–373.
    • (2010) Pharmacol Biochem Behav , vol.94 , Issue.3 , pp. 363-373
    • Pandey, D.K.1    Mahesh, R.2    Kumar, A.A.3    Rao, V.S.4    Arjun, M.5    Rajkumar, R.6
  • 126
    • 84948656850 scopus 로고    scopus 로고
    • Combinatorial versus individual gene pharmacogenomic testing in mental health: A perspective on context and implications on clinical utility
    • Winner JG, Dechairo B. Combinatorial versus individual gene pharmacogenomic testing in mental health: a perspective on context and implications on clinical utility. Yale J Biol Med. 2015;88(4): 375–382.
    • (2015) Yale J Biol Med , vol.88 , Issue.4 , pp. 375-382
    • Winner, J.G.1    Dechairo, B.2
  • 127
    • 84954421220 scopus 로고    scopus 로고
    • Economic evaluations of pharmacogenetic and pharmacogenomic screening tests: A systematic review. Second update of the literature
    • Berm EJ, Looff M, Wilffert B, et al. Economic evaluations of pharmacogenetic and pharmacogenomic screening tests: a systematic review. Second update of the literature. PLoS One. 2016;11(1):e0146262.
    • (2016) Plos One , vol.11 , Issue.1
    • Berm, E.J.1    Looff, M.2    Wilffert, B.3
  • 128
    • 69449089675 scopus 로고    scopus 로고
    • Psychopharmacology across cultures
    • Bhugra D, Bhui K, editors, 1st ed. Cambridge, UK: Cambridge University Press
    • Yu S-H, Liu S-K, Lin K-M. Psychopharmacology across cultures. In: Bhugra D, Bhui K, editors. Textbook of Cultural Psychiatry. 1st ed. Cambridge, UK: Cambridge University Press; 2007:402–413.
    • (2007) Textbook of Cultural Psychiatry , pp. 402-413
    • Yu, S.-H.1    Liu, S.-K.2    Lin, K.-M.3
  • 129
    • 84886686112 scopus 로고    scopus 로고
    • Gene expression: Biomarker of antidepressant therapy?
    • Menke A. Gene expression: biomarker of antidepressant therapy? Int Rev Psychiatry. 2013;25(5):579–591.
    • (2013) Int Rev Psychiatry , vol.25 , Issue.5 , pp. 579-591
    • Menke, A.1
  • 130
    • 0036898203 scopus 로고    scopus 로고
    • Better therapeutics through microarrays
    • Gerhold DL, Jensen RV, Gullans SR. Better therapeutics through microarrays. Nat Genet. 2002;32(Suppl):547–551.
    • (2002) Nat Genet , vol.32 , pp. 547-551
    • Gerhold, D.L.1    Jensen, R.V.2    Gullans, S.R.3
  • 131
    • 85024908057 scopus 로고    scopus 로고
    • Epigenetic programming of the neuroendocrine stress response by adult life stress
    • Dirven BCJ, Homberg JR, Kozicz T, Henckens M. Epigenetic programming of the neuroendocrine stress response by adult life stress. J Mol Endocrinol. 2017;59(1):R11–R31.
    • (2017) J Mol Endocrinol , vol.59 , Issue.1 , pp. R11-R31
    • Dirven, B.C.J.1    Homberg, J.R.2    Kozicz, T.3    Henckens, M.4
  • 132
    • 85047859367 scopus 로고    scopus 로고
    • Analysis of the influence of microRNAs in lithium response in bipolar disorder
    • Reinbold CS, Forstner AJ, Hecker J, et al. Analysis of the influence of microRNAs in lithium response in bipolar disorder. Front Psychiatry. 2018;9:207.
    • (2018) Front Psychiatry , vol.9 , pp. 207
    • Reinbold, C.S.1    Forstner, A.J.2    Hecker, J.3
  • 133
    • 85036609658 scopus 로고    scopus 로고
    • Major depression and its treatment: MicroRNAs as peripheral biomarkers of diagnosis and treatment response
    • Lopez JP, Kos A, Turecki G. Major depression and its treatment: microRNAs as peripheral biomarkers of diagnosis and treatment response. Curr Opin Psychiatry. 2018;31(1):7–16.
    • (2018) Curr Opin Psychiatry , vol.31 , Issue.1 , pp. 7-16
    • Lopez, J.P.1    Kos, A.2    Turecki, G.3
  • 134
    • 80051926419 scopus 로고    scopus 로고
    • Using polymorphisms in FKBP5 to define biologically distinct subtypes of posttraumatic stress disorder: Evidence from endocrine and gene expression studies
    • Mehta D, Gonik M, Klengel T, et al. Using polymorphisms in FKBP5 to define biologically distinct subtypes of posttraumatic stress disorder: evidence from endocrine and gene expression studies. Arch Gen Psychiatry. 2011;68(9):901–910.
    • (2011) Arch Gen Psychiatry , vol.68 , Issue.9 , pp. 901-910
    • Mehta, D.1    Gonik, M.2    Klengel, T.3
  • 135
    • 84930526889 scopus 로고    scopus 로고
    • Genetic differences in the immediate transcriptome response to stress predict risk-related brain function and psychiatric disorders
    • Arloth J, Bogdan R, Weber P, et al. Genetic differences in the immediate transcriptome response to stress predict risk-related brain function and psychiatric disorders. Neuron. 2015;86(5):1189–1202.
    • (2015) Neuron , vol.86 , Issue.5 , pp. 1189-1202
    • Arloth, J.1    Bogdan, R.2    Weber, P.3
  • 136
    • 84955639438 scopus 로고    scopus 로고
    • Lifetime stress accelerates epigenetic aging in an urban, African American cohort: Relevance of glucocorticoid signaling
    • Zannas AS, Arloth J, Carrillo-Roa T, et al. Lifetime stress accelerates epigenetic aging in an urban, African American cohort: relevance of glucocorticoid signaling. Genome Biol. 2015;16:266.
    • (2015) Genome Biol. , vol.16 , pp. 266
    • Zannas, A.S.1    Arloth, J.2    Carrillo-Roa, T.3
  • 137
    • 85032736236 scopus 로고    scopus 로고
    • Deep EHR: A survey of recent advances in deep learning techniques for electronic health record (EHR) analysis
    • Shickel B, Tighe PJ, Bihorac A, Rashidi P. Deep EHR: a survey of recent advances in deep learning techniques for electronic health record (EHR) analysis. IEEE J Biomed Health Inform. 2018;22(5):1589–1604.
    • (2018) IEEE J Biomed Health Inform , vol.22 , Issue.5 , pp. 1589-1604
    • Shickel, B.1    Tighe, P.J.2    Bihorac, A.3    Rashidi, P.4
  • 138
    • 85018652748 scopus 로고    scopus 로고
    • Predicting healthcare trajectories from medical records: A deep learning approach
    • Pham T, Tran T, Phung D, Venkatesh S. Predicting healthcare trajectories from medical records: a deep learning approach. J Biomed Inform. 2017;69:218–229.
    • (2017) J Biomed Inform , vol.69 , pp. 218-229
    • Pham, T.1    Tran, T.2    Phung, D.3    Venkatesh, S.4
  • 139
    • 85021835221 scopus 로고    scopus 로고
    • Predicting mental conditions based on “history of present illness” in psychiatric notes with deep neural networks
    • Tran T, Kavuluru R. Predicting mental conditions based on “history of present illness” in psychiatric notes with deep neural networks. J Biomed Inform. 2017;75S:S138–S148.
    • (2017) J Biomed Inform , vol.75S , pp. S138-S148
    • Tran, T.1    Kavuluru, R.2
  • 140
    • 84930671642 scopus 로고    scopus 로고
    • Language as a biomarker in those at high-risk for psychosis
    • Rosenstein M, Foltz PW, Delisi LE, Elvevåg B. Language as a biomarker in those at high-risk for psychosis. Schizophr Res. 2015;165(2–3): 249–250.
    • (2015) Schizophr Res , vol.165 , Issue.2-3 , pp. 249-250
    • Rosenstein, M.1    Foltz, P.W.2    Delisi, L.E.3    Elvevåg, B.4
  • 141
    • 72549102504 scopus 로고    scopus 로고
    • Ecological momentary assessment of mood disorders and mood dysregulation
    • Ebner-Priemer UW, Trull TJ. Ecological momentary assessment of mood disorders and mood dysregulation. Psychol Assess. 2009;21(4):463–475.
    • (2009) Psychol Assess , vol.21 , Issue.4 , pp. 463-475
    • Ebner-Priemer, U.W.1    Trull, T.J.2
  • 142
    • 85035219653 scopus 로고    scopus 로고
    • The effects of using the PReDicT test to guide the antidepressant treatment of depressed patients: Study protocol for a randomised controlled trial
    • Kingslake J, Dias R, Dawson GR, et al. The effects of using the PReDicT test to guide the antidepressant treatment of depressed patients: study protocol for a randomised controlled trial. Trials. 2017;18(1):558.
    • (2017) Trials , vol.18 , Issue.1 , pp. 558
    • Kingslake, J.1    Dias, R.2    Dawson, G.R.3
  • 143
    • 1942438155 scopus 로고    scopus 로고
    • Recognition accuracy and response bias to happy and sad facial expressions in patients with major depression
    • Surguladze SA, Young AW, Senior C, Brébion G, Travis MJ, Phillips ML. Recognition accuracy and response bias to happy and sad facial expressions in patients with major depression. Neuropsychology. 2004;18(2):212–218.
    • (2004) Neuropsychology , vol.18 , Issue.2 , pp. 212-218
    • Surguladze, S.A.1    Young, A.W.2    Senior, C.3    Brébion, G.4    Travis, M.J.5    Phillips, M.L.6
  • 144
    • 70349638309 scopus 로고    scopus 로고
    • Effect of acute antidepressant administration on negative affective bias in depressed patients
    • Harmer CJ, O’Sullivan U, Favaron E, et al. Effect of acute antidepressant administration on negative affective bias in depressed patients. Am J Psychiatry. 2009;166(10):1178–1184.
    • (2009) Am J Psychiatry , vol.166 , Issue.10 , pp. 1178-1184
    • Harmer, C.J.1    O’Sullivan, U.2    Favaron, E.3
  • 146
  • 147
    • 84863772728 scopus 로고    scopus 로고
    • Improved survival for children and adolescents with acute lymphoblastic leukemia between 1990 and 2005: A report from the children’s oncology group
    • Hunger SP, Lu X, Devidas M, et al. Improved survival for children and adolescents with acute lymphoblastic leukemia between 1990 and 2005: a report from the children’s oncology group. J Clin Oncol. 2012;30(14): 1663–1669.
    • (2012) J Clin Oncol , vol.30 , Issue.14 , pp. 1663-1669
    • Hunger, S.P.1    Lu, X.2    Devidas, M.3
  • 148
    • 20444501831 scopus 로고    scopus 로고
    • Prevalence and treatment of mental disorders, 1990 to 2003
    • Kessler RC, Demler O, Frank RG, et al. Prevalence and treatment of mental disorders, 1990 to 2003. N Engl J Med. 2005;352(24):2515–2523.
    • (2005) N Engl J Med , vol.352 , Issue.24 , pp. 2515-2523
    • Kessler, R.C.1    Demler, O.2    Frank, R.G.3
  • 149
    • 77957229824 scopus 로고    scopus 로고
    • Challenges and opportunities for drug discovery in psychiatric disorders: The drug hunters’ perspective
    • Wong EH, Yocca F, Smith MA, Lee CM. Challenges and opportunities for drug discovery in psychiatric disorders: the drug hunters’ perspective. Int J Neuropsychopharmacol. 2010;13(9):1269–1284.
    • (2010) Int J Neuropsychopharmacol , vol.13 , Issue.9 , pp. 1269-1284
    • Wong, E.H.1    Yocca, F.2    Smith, M.A.3    Lee, C.M.4
  • 150
    • 84867579970 scopus 로고    scopus 로고
    • The efficacy of cognitive behavioral therapy: A review of meta-analyses
    • Hofmann SG, Asnaani A, Vonk IJ, Sawyer AT, Fang A. The efficacy of cognitive behavioral therapy: a review of meta-analyses. Cognit Ther Res. 2012;36(5):427–440.
    • (2012) Cognit Ther Res , vol.36 , Issue.5 , pp. 427-440
    • Hofmann, S.G.1    Asnaani, A.2    Vonk, I.J.3    Sawyer, A.T.4    Fang, A.5
  • 151
    • 84920735890 scopus 로고    scopus 로고
    • Prediction as a humanitarian and pragmatic contribution from human cognitive neuroscience
    • Gabrieli JDE, Ghosh SS, Whitfield-Gabrieli S. Prediction as a humanitarian and pragmatic contribution from human cognitive neuroscience. Neuron. 2015;85(1):11–26.
    • (2015) Neuron , vol.85 , Issue.1 , pp. 11-26
    • Gabrieli, J.D.E.1    Ghosh, S.S.2    Whitfield-Gabrieli, S.3
  • 152
    • 84876296688 scopus 로고    scopus 로고
    • Identification of risk loci with shared effects on five major psychiatric disorders: A genome-wide analysis
    • Cross-Disorder Group of the Psychiatric Genomics Consortium. Identification of risk loci with shared effects on five major psychiatric disorders: a genome-wide analysis. Lancet. 2013;381(9875):1371–1379.
    • (2013) Lancet , vol.381 , Issue.9875 , pp. 1371-1379
  • 153
    • 85001602413 scopus 로고    scopus 로고
    • OTTO: A new strategy to extract mental disease-relevant combinations of GWAS hits from individuals
    • Ehrenreich H, Mitjans M, Van der Auwera S, et al. OTTO: a new strategy to extract mental disease-relevant combinations of GWAS hits from individuals. Mol Psychiatry. 2018;23(2):476–486.
    • (2018) Mol Psychiatry , vol.23 , Issue.2 , pp. 476-486
    • Ehrenreich, H.1    Mitjans, M.2    van der Auwera, S.3
  • 154
    • 84952637704 scopus 로고    scopus 로고
    • From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics
    • Wolfers T, Buitelaar JK, Beckmann CF, Franke B, Marquand AF. From estimating activation locality to predicting disorder: a review of pattern recognition for neuroimaging-based psychiatric diagnostics. Neurosci Biobehav Rev. 2015;57:328–349.
    • (2015) Neurosci Biobehav Rev , vol.57 , pp. 328-349
    • Wolfers, T.1    Buitelaar, J.K.2    Beckmann, C.F.3    Franke, B.4    Marquand, A.F.5
  • 155
    • 84908459073 scopus 로고    scopus 로고
    • Applications of blood-based protein biomarker strategies in the study of psychiatric disorders
    • Chan MK, Gottschalk MG, Haenisch F, et al. Applications of blood-based protein biomarker strategies in the study of psychiatric disorders. Prog Neurobiol. 2014;122:45–72.
    • (2014) Prog Neurobiol , vol.122 , pp. 45-72
    • Chan, M.K.1    Gottschalk, M.G.2    Haenisch, F.3
  • 156
    • 84884482813 scopus 로고    scopus 로고
    • Neuroimaging-based biomarkers in psychiatry: Clinical opportunities of a paradigm shift
    • Fu CH, Costafreda SG. Neuroimaging-based biomarkers in psychiatry: clinical opportunities of a paradigm shift. Can J Psychiatry. 2013;58(9):499–508.
    • (2013) Can J Psychiatry , vol.58 , Issue.9 , pp. 499-508
    • Fu, C.H.1    Costafreda, S.G.2
  • 157
    • 84949429474 scopus 로고    scopus 로고
    • Bioinformatics mining and modeling methods for the identification of disease mechanisms in neurodegenerative disorders
    • Hofmann-Apitius M, Ball G, Gebel S, et al. Bioinformatics mining and modeling methods for the identification of disease mechanisms in neurodegenerative disorders. Int J Mol Sci. 2015;16(12):29179–29206.
    • (2015) Int J Mol Sci , vol.16 , Issue.12 , pp. 29179-29206
    • Hofmann-Apitius, M.1    Ball, G.2    Gebel, S.3
  • 158
    • 84876675969 scopus 로고    scopus 로고
    • Clinical application of brain imaging for the diagnosis of mood disorders: The current state of play
    • Savitz JB, Rauch SL, Drevets WC. Clinical application of brain imaging for the diagnosis of mood disorders: the current state of play. Mol Psychiatry. 2013;18(5):528–539.
    • (2013) Mol Psychiatry , vol.18 , Issue.5 , pp. 528-539
    • Savitz, J.B.1    Rauch, S.L.2    Drevets, W.C.3
  • 159
    • 84928297914 scopus 로고    scopus 로고
    • Biomarkers for Psychiatry: The Journey from Fantasy to Fact, a Report of the 2013 CINP Think Tank
    • Scarr E, Millan MJ, Bahn S, et al. Biomarkers for Psychiatry: The Journey from Fantasy to Fact, a Report of the 2013 CINP Think Tank. Int J Neuropsychopharmacol. 2015;18(10):pyv042.
    • (2015) Int J Neuropsychopharmacol , vol.18 , Issue.10 , pp. 42
    • Scarr, E.1    Millan, M.J.2    Bahn, S.3
  • 161
    • 84995470401 scopus 로고    scopus 로고
    • Predictive analytics in mental health: Applications, guidelines, challenges and perspectives
    • Hahn T, Nierenberg AA, Whitfield-Gabrieli S. Predictive analytics in mental health: applications, guidelines, challenges and perspectives. Mol Psychiatry. 2017;22(1):37–43.
    • (2017) Mol Psychiatry , vol.22 , Issue.1 , pp. 37-43
    • Hahn, T.1    Nierenberg, A.A.2    Whitfield-Gabrieli, S.3
  • 162
    • 85041104529 scopus 로고    scopus 로고
    • Machine learning for precision psychiatry: Opportunities and challenges
    • Bzdok D, Meyer-Lindenberg A. Machine learning for precision psychiatry: opportunities and challenges. Biol Psychiatry Cogn Neurosci Neuroimaging. 2018;3(3):223–230.
    • (2018) Biol Psychiatry Cogn Neurosci Neuroimaging , vol.3 , Issue.3 , pp. 223-230
    • Bzdok, D.1    Meyer-Lindenberg, A.2
  • 163
    • 85013789441 scopus 로고    scopus 로고
    • Building better biomarkers: Brain models in translational neuroimaging
    • Woo CW, Chang LJ, Lindquist MA, Wager TD. Building better biomarkers: brain models in translational neuroimaging. Nat Neurosci. 2017;20(3):365–377.
    • (2017) Nat Neurosci , vol.20 , Issue.3 , pp. 365-377
    • Woo, C.W.1    Chang, L.J.2    Lindquist, M.A.3    Wager, T.D.4
  • 164
    • 85016143105 scopus 로고    scopus 로고
    • Dermatologist-level classif ication of skin cancer with deep neural networks
    • Esteva A, Kuprel B, Novoa RA, et al. Dermatologist-level classif ication of skin cancer with deep neural networks. Nature. 2017;542(7639):115–118.
    • (2017) Nature , vol.542 , Issue.7639 , pp. 115-118
    • Esteva, A.1    Kuprel, B.2    Novoa, R.A.3
  • 165
    • 85032070787 scopus 로고    scopus 로고
    • Testing a machine-learning algorithm to predict the persistence and severity of major depressive disorder from baseline self-reports
    • Kessler RC, van Loo HM, Wardenaar KJ, et al. Testing a machine-learning algorithm to predict the persistence and severity of major depressive disorder from baseline self-reports. Mol Psychiatry. 2016;21(10):1366–1371.
    • (2016) Mol Psychiatry , vol.21 , Issue.10 , pp. 1366-1371
    • Kessler, R.C.1    van Loo, H.M.2    Wardenaar, K.J.3
  • 168
    • 85049845461 scopus 로고    scopus 로고
    • A deep learning approach for predicting antidepressant response in major depression using clinical and genetic biomarkers
    • Lin E, Kuo PH, Liu YL, Yu Y, Yang AC, Tsai SJ. A deep learning approach for predicting antidepressant response in major depression using clinical and genetic biomarkers. Front Psychiatry. 2018;9(290):290.
    • (2018) Front Psychiatry , vol.9 , Issue.290 , pp. 290
    • Lin, E.1    Kuo, P.H.2    Liu, Y.L.3    Yu, Y.4    Yang, A.C.5    Tsai, S.J.6


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