메뉴 건너뛰기




Volumn 31, Issue 1, 2018, Pages 32-39

The potential of predictive analytics to provide clinical decision support in depression treatment planning

Author keywords

Clinical decision support; Depression; Evidence based psychiatry; Heterogeneity of treatment effects; Personalized medicine

Indexed keywords

CLINICAL DECISION SUPPORT SYSTEM; CLINICAL OBSERVATION; HUMAN; MAJOR DEPRESSION; MONOTHERAPY; PERSONALIZED MEDICINE; PROSPECTIVE STUDY; PSYCHOTHERAPY; REMISSION; REVIEW; SELF REPORT; TREATMENT PLANNING; TREATMENT RESPONSE; MULTIMODALITY CANCER THERAPY; PROCEDURES; PSYCHOLOGY;

EID: 85036649034     PISSN: 09517367     EISSN: 14736578     Source Type: Journal    
DOI: 10.1097/YCO.0000000000000377     Document Type: Review
Times cited : (73)

References (95)
  • 1
    • 79960659664 scopus 로고    scopus 로고
    • Cross-national epidemiology of DSMIV major depressive episode
    • Bromet E, Andrade LH, Hwang I, et al. Cross-national epidemiology of DSMIV major depressive episode. BMC Med 2011; 9:90.
    • (2011) BMC Med , vol.9 , pp. 90
    • Bromet, E.1    Andrade, L.H.2    Hwang, I.3
  • 3
    • 85013762710 scopus 로고    scopus 로고
    • Undertreatment of people with major depressive disorder in 21 countries
    • Thornicroft G, Chatterji S, Evans-Lacko S, et al. Undertreatment of people with major depressive disorder in 21 countries. Br J Psychiatry 2017; 210:119-124.
    • (2017) Br J Psychiatry , vol.210 , pp. 119-124
    • Thornicroft, G.1    Chatterji, S.2    Evans-Lacko, S.3
  • 4
    • 33751338530 scopus 로고    scopus 로고
    • Acute and longer-term outcomes in depressed outpatients requiring one or several treatment steps: A STAR-D report
    • Rush AJ, Trivedi MH, Wisniewski SR, et al. Acute and longer-term outcomes in depressed outpatients requiring one or several treatment steps: a STAR-D report. Am J Psychiatry 2006; 163:1905-1917.
    • (2006) Am J Psychiatry , vol.163 , pp. 1905-1917
    • Rush, A.J.1    Trivedi, M.H.2    Wisniewski, S.R.3
  • 5
    • 84872160010 scopus 로고    scopus 로고
    • Drop out from out-patient mental healthcare in the World Health Organization's World Mental Health Survey Initiative
    • Wells JE, Browne MO, Aguilar-Gaxiola S, et al. Drop out from out-patient mental healthcare in the World Health Organization's World Mental Health Survey Initiative. Br J Psychiatry 2013; 202:42-49.
    • (2013) Br J Psychiatry , vol.202 , pp. 42-49
    • Wells, J.E.1    Browne, M.O.2    Aguilar-Gaxiola, S.3
  • 6
    • 0034030898 scopus 로고    scopus 로고
    • Practice guideline for the treatment of patients with major depressive disorder (revision). American Psychiatric Association
    • [No authors listed].
    • [No authors listed]. Practice guideline for the treatment of patients with major depressive disorder (revision). American Psychiatric Association. Am J Psychiatry 2010; 157:1-45.
    • (2010) Am J Psychiatry , vol.157 , pp. 1-45
  • 7
    • 84949784370 scopus 로고    scopus 로고
    • Royal australian and New Zealand college of psychiatrists clinical practice guidelines for mood disorders
    • Malhi GS, Bassett D, Boyce P, et al. Royal australian and new zealand college of psychiatrists clinical practice guidelines for mood disorders. Aust N Z J Psychiatry 2015; 49:1087-1206.
    • (2015) Aust N Z J Psychiatry , vol.49 , pp. 1087-1206
    • Malhi, G.S.1    Bassett, D.2    Boyce, P.3
  • 8
    • 84986916217 scopus 로고    scopus 로고
    • Canadian network for mood and anxiety treatments (canmat) 2016 clinical guidelines for the management of adults with major depressive disorder: Section 2. Psychological treatments
    • Parikh SV, Quilty LC, Ravitz P, et al. Canadian network for mood and anxiety treatments (canmat) 2016 clinical guidelines for the management of adults with major depressive disorder: Section 2. Psychological treatments. Can J Psychiatry 2016; 61:524-539.
    • (2016) Can J Psychiatry , vol.61 , pp. 524-539
    • Parikh, S.V.1    Quilty, L.C.2    Ravitz, P.3
  • 9
    • 84986912807 scopus 로고    scopus 로고
    • Canadian network for mood and anxiety treatments (canmat) 2016 clinical guidelines for the management of adults with major depressive disorder: Section 3. Pharmacological treatments
    • Kennedy SH, Lam RW, McIntyre RS, et al. Canadian network for mood and anxiety treatments (canmat) 2016 clinical guidelines for the management of adults with major depressive disorder: Section 3. Pharmacological treatments. Can J Psychiatry 2016; 61:540-560.
    • (2016) Can J Psychiatry , vol.61 , pp. 540-560
    • Kennedy, S.H.1    Lam, R.W.2    McIntyre, R.S.3
  • 10
    • 84904263650 scopus 로고    scopus 로고
    • Guided Internet-based vs. Faceto- face cognitive behavior therapy for psychiatric and somatic disorders: A systematic review and meta-analysis
    • Andersson G, Cuijpers P, Carlbring P, et al. Guided Internet-based vs. faceto- face cognitive behavior therapy for psychiatric and somatic disorders: a systematic review and meta-analysis. World Psychiatry 2014; 13:288-295.
    • (2014) World Psychiatry , vol.13 , pp. 288-295
    • Andersson, G.1    Cuijpers, P.2    Carlbring, P.3
  • 11
    • 84878278370 scopus 로고    scopus 로고
    • Comparative efficacy of seven psychotherapeutic interventions for patients with depression: A network meta-analysis
    • Barth J, Munder T, Gerger H, et al. Comparative efficacy of seven psychotherapeutic interventions for patients with depression: a network meta-analysis. PLoS Med 2013; 10:e1001454.
    • (2013) PLoS Med , vol.10 , pp. e1001454
    • Barth, J.1    Munder, T.2    Gerger, H.3
  • 12
    • 84867649760 scopus 로고    scopus 로고
    • Acceptance and commitment therapy versus traditional cognitive behavioral therapy: A systematic review and meta-analysis of current empirical evidence
    • Ruiz FJ. Acceptance and commitment therapy versus traditional cognitive behavioral therapy: a systematic review and meta-analysis of current empirical evidence. Int J Psychol Psychol Ther 2012; 12:333-357.
    • (2012) Int J Psychol Psychol Ther , vol.12 , pp. 333-357
    • Ruiz, F.J.1
  • 13
    • 84878574056 scopus 로고    scopus 로고
    • The efficacy of psychotherapy and pharmacotherapy in treating depressive and anxiety disorders: A meta-analysis of direct comparisons
    • Cuijpers P, Sijbrandij M, Koole SL, et al. The efficacy of psychotherapy and pharmacotherapy in treating depressive and anxiety disorders: a meta-analysis of direct comparisons. World Psychiatry 2013; 12:137-148.
    • (2013) World Psychiatry , vol.12 , pp. 137-148
    • Cuijpers, P.1    Sijbrandij, M.2    Koole, S.L.3
  • 14
    • 84864424888 scopus 로고    scopus 로고
    • A systematic review of comparative efficacy of treatments and controls for depression
    • Khan A, Faucett J, Lichtenberg P, et al. A systematic review of comparative efficacy of treatments and controls for depression. PLoS One 2012; 7:e41778.
    • (2012) PLoS One , vol.7 , pp. e41778
    • Khan, A.1    Faucett, J.2    Lichtenberg, P.3
  • 15
    • 79952129855 scopus 로고    scopus 로고
    • Psychotherapy versus second-generation antidepressants in the treatment of depression: A meta-analysis
    • Spielmans GI, Berman MI, Usitalo AN. Psychotherapy versus second-generation antidepressants in the treatment of depression: a meta-analysis. J Nerv Ment Dis 2011; 199:142-149.
    • (2011) J Nerv Ment Dis , vol.199 , pp. 142-149
    • Spielmans, G.I.1    Berman, M.I.2    Usitalo, A.N.3
  • 16
    • 84920177798 scopus 로고    scopus 로고
    • Effectiveness of psychological interventions in preventing recurrence of depressive disorder: Meta-analysis and meta-regression
    • Biesheuvel-Leliefeld KE, Kok GD, Bockting CL, et al. Effectiveness of psychological interventions in preventing recurrence of depressive disorder: meta-analysis and meta-regression. J Affect Disord 2015; 174:400-410.
    • (2015) J Affect Disord , vol.174 , pp. 400-410
    • Biesheuvel-Leliefeld, K.E.1    Kok, G.D.2    Bockting, C.L.3
  • 17
    • 85002163658 scopus 로고    scopus 로고
    • Psychotherapy versus pharmacotherapy of depression: What's the evidence?
    • Leichsenring F, Steinert C, Hoyer J. Psychotherapy versus pharmacotherapy of depression: what's the evidence? Z Psychosom Med Psychother 2016; 62:190-195.
    • (2016) Z Psychosom Med Psychother , vol.62 , pp. 190-195
    • Leichsenring, F.1    Steinert, C.2    Hoyer, J.3
  • 19
    • 84892170253 scopus 로고    scopus 로고
    • Combination psychotherapy and antidepressant medication treatment for depression: For whom, when, and how
    • Craighead WE, Dunlop BW. Combination psychotherapy and antidepressant medication treatment for depression: for whom, when, and how. Annu Rev Psychol 2014; 65:267-300.
    • (2014) Annu Rev Psychol , vol.65 , pp. 267-300
    • Craighead, W.E.1    Dunlop, B.W.2
  • 20
    • 84956739107 scopus 로고    scopus 로고
    • Combining pharmacotherapy and psychotherapy or monotherapy for major depression? A meta-analysis on the long-term effects
    • Karyotaki E, Smit Y, Holdt Henningsen K, et al. Combining pharmacotherapy and psychotherapy or monotherapy for major depression? A meta-analysis on the long-term effects. J Affect Disord 2016; 194:144-152.
    • (2016) J Affect Disord , vol.194 , pp. 144-152
    • Karyotaki, E.1    Smit, Y.2    Holdt Henningsen, K.3
  • 21
    • 84882408136 scopus 로고    scopus 로고
    • Toward a neuroimaging treatment selection biomarker for major depressive disorder
    • McGrath CL, Kelley ME, Holtzheimer PE, et al. Toward a neuroimaging treatment selection biomarker for major depressive disorder. JAMA Psychiatry 2013; 70:821-829.
    • (2013) JAMA Psychiatry , vol.70 , pp. 821-829
    • McGrath, C.L.1    Kelley, M.E.2    Holtzheimer, P.E.3
  • 22
    • 85025143894 scopus 로고    scopus 로고
    • Interleukin 17 selectively predicts better outcomes with bupropion-SSRI combination: Covel T cell biomarker for antidepressant medication selection
    • [Epub ahead of print]
    • Jha MK, Minhajuddin A, Gadad BS, et al. Interleukin 17 selectively predicts better outcomes with bupropion-SSRI combination: covel T cell biomarker for antidepressant medication selection. Brain Behav Immun 2017; https://doi.org/10.1016/j.bbi.2017.07.005. [Epub ahead of print]
    • (2017) Brain Behav Immun
    • Jha, M.K.1    Minhajuddin, A.2    Gadad, B.S.3
  • 23
    • 84954139071 scopus 로고    scopus 로고
    • Predicting optimal outcomes in cognitive therapy or interpersonal psychotherapy for depressed individuals using the personalized advantage index approach
    • Huibers MJ, Cohen ZD, Lemmens LH, et al. Predicting optimal outcomes in cognitive therapy or interpersonal psychotherapy for depressed individuals using the personalized advantage index approach. PLoS One 2015; 10:e0140771.
    • (2015) PLoS One , vol.10 , pp. e0140771
    • Huibers, M.J.1    Cohen, Z.D.2    Lemmens, L.H.3
  • 24
    • 84862120884 scopus 로고    scopus 로고
    • Meta-review of depressive subtyping models
    • Harald B, Gordon P. Meta-review of depressive subtyping models. J Affect Disord 2012; 139:126-140.
    • (2012) J Affect Disord , vol.139 , pp. 126-140
    • Harald, B.1    Gordon, P.2
  • 25
    • 84870374891 scopus 로고    scopus 로고
    • Data-driven subtypes of major depressive disorder: A systematic review
    • van Loo HM, de Jonge P, Romeijn JW, et al. Data-driven subtypes of major depressive disorder: a systematic review. BMC Med 2012; 10:156.
    • (2012) BMC Med , vol.10 , pp. 156
    • Van Loo, H.M.1    De Jonge, P.2    Romeijn, J.W.3
  • 26
    • 85003875062 scopus 로고    scopus 로고
    • EEG abnormalities are associated with poorer depressive symptom outcomes with escitalopram and venlafaxine-XR, but not sertraline: Results from the multicenter randomized iSPOT-D Study
    • Arns M, Gordon E, Boutros NN. EEG abnormalities are associated with poorer depressive symptom outcomes with escitalopram and venlafaxine-XR, but not sertraline: results from the multicenter randomized iSPOT-D Study. Clin EEG Neurosci 2017; 48:33-40.
    • (2017) Clin EEG Neurosci , vol.48 , pp. 33-40
    • Arns, M.1    Gordon, E.2    Boutros, N.N.3
  • 27
    • 84867098802 scopus 로고    scopus 로고
    • Personalized treatment of adult depression: Medication, psychotherapy, or both? A systematic review
    • Cuijpers P, Reynolds CF 3rd, Donker T, et al. Personalized treatment of adult depression: medication, psychotherapy, or both? A systematic review. Depress Anxiety 2012; 29:855-864.
    • (2012) Depress Anxiety , vol.29 , pp. 855-864
    • Cuijpers, P.1    Reynolds, C.F.2    Donker, T.3
  • 28
    • 84925296177 scopus 로고    scopus 로고
    • Using biomarkers to predict treatment response in major depressive disorder: Evidence from past and present studies
    • Thase ME. Using biomarkers to predict treatment response in major depressive disorder: evidence from past and present studies. Dialogues Clin Neurosci 2014; 16:539-544.
    • (2014) Dialogues Clin Neurosci , vol.16 , pp. 539-544
    • Thase, M.E.1
  • 29
    • 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, Mossner 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; 18:5-28.
    • (2017) World J Biol Psychiatry , vol.18 , pp. 5-28
    • Fabbri, C.1    Hosak, L.2    Mossner, R.3
  • 30
    • 84989327944 scopus 로고    scopus 로고
    • The role of apoe-varepsilon4 and beta amyloid in the differential rate of recovery from ECT: A review
    • Sutton TA, Sohrabi HR, Rainey-Smith SR, et al. The role of apoe-varepsilon4 and beta amyloid in the differential rate of recovery from ECT: a review. Transl Psychiatry 2015; 5:e539.
    • (2015) Transl Psychiatry , vol.5 , pp. e539
    • Sutton, T.A.1    Sohrabi, H.R.2    Rainey-Smith, S.R.3
  • 31
    • 84927667387 scopus 로고    scopus 로고
    • Inflammatory biomarkers as differential predictors of antidepressant response
    • Hashimoto K. Inflammatory biomarkers as differential predictors of antidepressant response. Int J Mol Sci 2015; 16:7796-7801.
    • (2015) Int J Mol Sci , vol.16 , pp. 7796-7801
    • Hashimoto, K.1
  • 32
    • 84943357496 scopus 로고    scopus 로고
    • Inflammation and clinical response to treatment in depression: A meta-analysis
    • Strawbridge R, Arnone D, Danese A, et al. Inflammation and clinical response to treatment in depression: a meta-analysis. Eur Neuropsychopharmacol 2015; 25:1532-1543.
    • (2015) Eur Neuropsychopharmacol , vol.25 , pp. 1532-1543
    • Strawbridge, R.1    Arnone, D.2    Danese, A.3
  • 33
    • 84988975260 scopus 로고    scopus 로고
    • Blood-based immune-endocrine biomarkers of treatment response in depression
    • Chan MK, Cooper JD, Bot M, et al. Blood-based immune-endocrine biomarkers of treatment response in depression. J Psychiatr Res 2016; 83:249-259.
    • (2016) J Psychiatr Res , vol.83 , pp. 249-259
    • Chan, M.K.1    Cooper, J.D.2    Bot, M.3
  • 34
    • 85020913161 scopus 로고    scopus 로고
    • Proteomics profiling reveals inflammatory biomarkers of antidepressant treatment response: Findings from the co-med trial
    • Gadad BS, Jha MK, Grannemann BD, et al. Proteomics profiling reveals inflammatory biomarkers of antidepressant treatment response: findings from the co-med trial. J Psychiatr Res 2017; 94:1-6.
    • (2017) J Psychiatr Res , vol.94 , pp. 1-6
    • Gadad, B.S.1    Jha, M.K.2    Grannemann, B.D.3
  • 35
    • 84992144577 scopus 로고    scopus 로고
    • Personalized medicine: Review and perspectives of promising baseline EEG biomarkers in major depressive disorder and attention deficit hyperactivity disorder
    • Olbrich S, van Dinteren R, Arns M. Personalized medicine: review and perspectives of promising baseline EEG biomarkers in major depressive disorder and attention deficit hyperactivity disorder. Neuropsychobiology 2015; 72:229-240.
    • (2015) Neuropsychobiology , vol.72 , pp. 229-240
    • Olbrich, S.1    Van Dinteren, R.2    Arns, M.3
  • 36
    • 85002131245 scopus 로고    scopus 로고
    • Resting-state connectivity biomarkers define neurophysiological subtypes of depression
    • Drysdale AT, Grosenick L, Downar J, et al. Resting-state connectivity biomarkers define neurophysiological subtypes of depression. Nat Med 2017; 23:28-38.
    • (2017) Nat Med , vol.23 , pp. 28-38
    • Drysdale, A.T.1    Grosenick, L.2    Downar, J.3
  • 37
    • 84922241944 scopus 로고    scopus 로고
    • Identifying predictors, moderators, and mediators of antidepressant response in major depressive disorder: Neuroimaging approaches
    • Phillips ML, Chase HW, Sheline YI, et al. Identifying predictors, moderators, and mediators of antidepressant response in major depressive disorder: neuroimaging approaches. Am J Psychiatry 2015; 172:124-138.
    • (2015) Am J Psychiatry , vol.172 , pp. 124-138
    • Phillips, M.L.1    Chase, H.W.2    Sheline, Y.I.3
  • 38
    • 85019617473 scopus 로고    scopus 로고
    • Recent advances in predicting responses to antidepressant treatment
    • Frodl T. Recent advances in predicting responses to antidepressant treatment. F1000Res 2017; 6:619.
    • (2017) F1000Res , vol.6 , pp. 619
    • Frodl, T.1
  • 39
    • 85023199388 scopus 로고    scopus 로고
    • Peripheral biomarkers of major depression and antidepressant treatment response: Current knowledge and future outlooks
    • [Epub ahead of print]
    • Gadad BS, Jha MK, Czysz A, et al. Peripheral biomarkers of major depression and antidepressant treatment response: current knowledge and future outlooks. J Affect Disord 2017; https://doi.org/10.1016/j.jad.2017.07.001. [Epub ahead of print]
    • (2017) J Affect Disord
    • Gadad, B.S.1    Jha, M.K.2    Czysz, A.3
  • 40
    • 84991666760 scopus 로고    scopus 로고
    • Pharmacokinetic pharmacogenetic prescribing guidelines for antidepressants: A template for psychiatric precision medicine
    • Nassan M, Nicholson WT, Elliott MA, et al. Pharmacokinetic pharmacogenetic prescribing guidelines for antidepressants: a template for psychiatric precision medicine. Mayo Clin Proc 2016; 91:897-907.
    • (2016) Mayo Clin Proc , vol.91 , pp. 897-907
    • Nassan, M.1    Nicholson, W.T.2    Elliott, M.A.3
  • 41
    • 85012041679 scopus 로고    scopus 로고
    • Does pharmacogenomic testing improve clinical outcomes for major depressive disorder? A systematic review of clinical trials and cost-effectiveness studies
    • Rosenblat JD, Lee Y, McIntyre RS. Does pharmacogenomic testing improve clinical outcomes for major depressive disorder? A systematic review of clinical trials and cost-effectiveness studies. J Clin Psychiatry 2017; 78:720-729.
    • (2017) J Clin Psychiatry , vol.78 , pp. 720-729
    • Rosenblat, J.D.1    Lee, Y.2    McIntyre, R.S.3
  • 42
    • 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; 17:60.
    • (2017) BMC Psychiatry , vol.17 , pp. 60
    • Bousman, C.A.1    Forbes, M.2    Jayaram, M.3
  • 43
    • 84962220007 scopus 로고    scopus 로고
    • Establishing moderators and biosignatures of antidepressant response in clinical care (EMBARC): Rationale and design
    • Trivedi MH, McGrath PJ, Fava M, et al. Establishing moderators and biosignatures of antidepressant response in clinical care (EMBARC): rationale and design. J Psychiatr Res 2016; 78:11-23.
    • (2016) J Psychiatr Res , vol.78 , pp. 11-23
    • Trivedi, M.H.1    McGrath, P.J.2    Fava, M.3
  • 44
    • 84955582646 scopus 로고    scopus 로고
    • Using patient self-reports to study heterogeneity of treatment effects in major depressive disorder
    • Kessler RC, van Loo HM, Wardenaar KJ, et al. Using patient self-reports to study heterogeneity of treatment effects in major depressive disorder. Epidemiol Psychiatr Sci 2017; 26:22-36.
    • (2017) Epidemiol Psychiatr Sci , vol.26 , pp. 22-36
    • Kessler, R.C.1    Van Loo, H.M.2    Wardenaar, K.J.3
  • 45
    • 84964813134 scopus 로고    scopus 로고
    • Socio-demographic and clinical predictors of nonresponse/nonremission in treatment resistant depressed patients: A systematic review
    • De Carlo V, Calati R, Serretti A. Socio-demographic and clinical predictors of nonresponse/nonremission in treatment resistant depressed patients: a systematic review. Psychiatry Res 2016; 240:421-430.
    • (2016) Psychiatry Res , vol.240 , pp. 421-430
    • De Carlo, V.1    Calati, R.2    Serretti, A.3
  • 46
    • 84862160438 scopus 로고    scopus 로고
    • Combination of pharmacotherapy and psychotherapy in the treatment of chronic depression: A systematic review and meta-analysis
    • von Wolff A, Holzel LP, Westphal A, et al. Combination of pharmacotherapy and psychotherapy in the treatment of chronic depression: a systematic review and meta-analysis. BMC Psychiatry 2012; 12:61.
    • (2012) BMC Psychiatry , vol.12 , pp. 61
    • Von Wolff, A.1    Holzel, L.P.2    Westphal, A.3
  • 47
    • 84961165423 scopus 로고    scopus 로고
    • European Psychiatric Association guidance on psychotherapy in chronic depression across Europe
    • Jobst A, Brakemeier EL, Buchheim A, et al. European Psychiatric Association guidance on psychotherapy in chronic depression across Europe. Eur Psychiatry 2016; 33:18-36.
    • (2016) Eur Psychiatry , vol.33 , pp. 18-36
    • Jobst, A.1    Brakemeier, E.L.2    Buchheim, A.3
  • 48
    • 85016263793 scopus 로고    scopus 로고
    • The impact of childhood maltreatment on the differential efficacy of CBASP versus escitalopram in patients with chronic depression: A secondary analysis
    • Bausch P, Fangmeier T, Zobel I, et al. The impact of childhood maltreatment on the differential efficacy of CBASP versus escitalopram in patients with chronic depression: a secondary analysis. Clin Psychol Psychother 2017; 24:1155-1162.
    • (2017) Clin Psychol Psychother , vol.24 , pp. 1155-1162
    • Bausch, P.1    Fangmeier, T.2    Zobel, I.3
  • 49
    • 84867064777 scopus 로고    scopus 로고
    • Childhood maltreatment and differential treatment response and recurrence in adult major depressive disorder
    • Harkness KL, Bagby RM, Kennedy SH. Childhood maltreatment and differential treatment response and recurrence in adult major depressive disorder. J Consult Clin Psychol 2012; 80:342-353.
    • (2012) J Consult Clin Psychol , vol.80 , pp. 342-353
    • Harkness, K.L.1    Bagby, R.M.2    Kennedy, S.H.3
  • 50
    • 10744223245 scopus 로고    scopus 로고
    • Differential responses to psychotherapy versus pharmacotherapy in patients with chronic forms of major depression and childhood trauma
    • Nemeroff CB, Heim CM, Thase ME, et al. Differential responses to psychotherapy versus pharmacotherapy in patients with chronic forms of major depression and childhood trauma. Proc Natl Acad Sci U S A 2003; 100:14293-14296.
    • (2003) Proc Natl Acad Sci U S A , vol.100 , pp. 14293-14296
    • Nemeroff, C.B.1    Heim, C.M.2    Thase, M.E.3
  • 51
    • 84988346199 scopus 로고    scopus 로고
    • Does Internet-based guided-self-help for depression cause harm? An individual participant data meta-analysis on deterioration rates and its moderators in randomized controlled trials
    • Ebert DD, Donkin L, Andersson G, et al. Does Internet-based guided-self-help for depression cause harm? An individual participant data meta-analysis on deterioration rates and its moderators in randomized controlled trials. Psychol Med 2016; 46:2679-2693.
    • (2016) Psychol Med , vol.46 , pp. 2679-2693
    • Ebert, D.D.1    Donkin, L.2    Andersson, G.3
  • 52
    • 85015348777 scopus 로고    scopus 로고
    • Executive functioning at baseline prospectively predicts depression treatment response
    • [Epub ahead of print]
    • Dawson EL, Caveney AF, Meyers KK, et al. Executive functioning at baseline prospectively predicts depression treatment response. Prim Care Companion CNS Disord 2017; 19:; https://doi.org/10.4088/PCC.16m01949. [Epub ahead of print]
    • (2017) Prim Care Companion CNS Disord , pp. 19
    • Dawson, E.L.1    Caveney, A.F.2    Meyers, K.K.3
  • 54
    • 84924104214 scopus 로고    scopus 로고
    • Toward an online cognitive and emotional battery to predict treatment remission in depression
    • Gordon E, Rush AJ, Palmer DM, et al. Toward an online cognitive and emotional battery to predict treatment remission in depression. Neuropsychiatr Dis Treat 2015; 11:517-531.
    • (2015) Neuropsychiatr Dis Treat , vol.11 , pp. 517-531
    • Gordon, E.1    Rush, A.J.2    Palmer, D.M.3
  • 55
    • 33646795334 scopus 로고    scopus 로고
    • Primary care patients' involvement in decision-making is associated with improvement in depression
    • Clever SL, Ford DE, Rubenstein LV, et al. Primary care patients' involvement in decision-making is associated with improvement in depression. Med Care 2006; 44:398-405.
    • (2006) Med Care , vol.44 , pp. 398-405
    • Clever, S.L.1    Ford, D.E.2    Rubenstein, L.V.3
  • 56
    • 25444472868 scopus 로고    scopus 로고
    • The influence of patient preference on depression treatment in primary care
    • Lin P, Campbell DG, Chaney EF, et al. The influence of patient preference on depression treatment in primary care. Ann Behav Med 2005; 30:164-173.
    • (2005) Ann Behav Med , vol.30 , pp. 164-173
    • Lin, P.1    Campbell, D.G.2    Chaney, E.F.3
  • 57
    • 84925731757 scopus 로고    scopus 로고
    • Veterans with depression in primary care: Urovider preferences, matching, and care satisfaction
    • Waltz TJ, Campbell DG, Kirchner JE, et al. Veterans with depression in primary care: urovider preferences, matching, and care satisfaction. Fam Syst Health 2014; 32:367-377.
    • (2014) Fam Syst Health , vol.32 , pp. 367-377
    • Waltz, T.J.1    Campbell, D.G.2    Kirchner, J.E.3
  • 58
    • 85020117872 scopus 로고    scopus 로고
    • Effects of patient preferences on outcomes in the Predictors of Remission in Depression to Individual and Combined Treatments (PReDICT) study
    • Dunlop BW, Kelley ME, Aponte-Rivera V, et al. Effects of patient preferences on outcomes in the Predictors of Remission in Depression to Individual and Combined Treatments (PReDICT) study. Am J Psychiatry 2017; 174:546-556.
    • (2017) Am J Psychiatry , vol.174 , pp. 546-556
    • Dunlop, B.W.1    Kelley, M.E.2    Aponte-Rivera, V.3
  • 59
    • 84922693863 scopus 로고    scopus 로고
    • Increasing the acceptance of Internetbased mental health interventions in primary care patients with depressive symptoms. A randomized controlled trial
    • Ebert DD, Berking M, Cuijpers P, et al. Increasing the acceptance of Internetbased mental health interventions in primary care patients with depressive symptoms. A randomized controlled trial. J Affect Disord 2015; 176:9-17.
    • (2015) J Affect Disord , vol.176 , pp. 9-17
    • Ebert, D.D.1    Berking, M.2    Cuijpers, P.3
  • 60
    • 85015808460 scopus 로고    scopus 로고
    • Daily activity level improvement with antidepressant medications predicts long-term clinical outcomes in outpatients with major depressive disorder
    • Jha MK, Teer RB, Minhajuddin A, et al. Daily activity level improvement with antidepressant medications predicts long-term clinical outcomes in outpatients with major depressive disorder. Neuropsychiatr Dis Treat 2017; 13:803-813.
    • (2017) Neuropsychiatr Dis Treat , vol.13 , pp. 803-813
    • Jha, M.K.1    Teer, R.B.2    Minhajuddin, A.3
  • 61
    • 84980343984 scopus 로고    scopus 로고
    • Tutorial in biostatistics: Datadriven subgroup identification and analysis in clinical trials
    • Lipkovich I, Dmitrienko A, D'Agostino BR Sr. Tutorial in biostatistics: datadriven subgroup identification and analysis in clinical trials. Stat Med 2017; 36:136-196.
    • (2017) Stat Med , vol.36 , pp. 136-196
    • Lipkovich, I.1    Dmitrienko, A.2    D'Agostino, B.R.3
  • 62
    • 84975256229 scopus 로고    scopus 로고
    • Optimal individualized treatments in resourcelimited settings
    • Luedtke AR, van der Laan MJ. Optimal individualized treatments in resourcelimited settings. Int J Biostat 2016; 12:283-303.
    • (2016) Int J Biostat , vol.12 , pp. 283-303
    • Luedtke, A.R.1    Van Der Laan, M.J.2
  • 63
    • 85014508995 scopus 로고    scopus 로고
    • Statistical analysis plan for stage 1 EMBARC (Establishing Moderators and Biosignatures of Antidepressant Response for Clinical Care) study
    • Petkova E, Ogden RT, Tarpey T, et al. Statistical analysis plan for stage 1 EMBARC (Establishing Moderators and Biosignatures of Antidepressant Response for Clinical Care) study. Contemp Clin Trials Commun 2017; 6:22-30.
    • (2017) Contemp Clin Trials Commun , vol.6 , pp. 22-30
    • Petkova, E.1    Ogden, R.T.2    Tarpey, T.3
  • 64
    • 84870657864 scopus 로고    scopus 로고
    • Estimating individualized treatment rules using outcome weighted learning
    • Zhao Y, Zeng D, Rush AJ, Kosorok MR. Estimating individualized treatment rules using outcome weighted learning. J Am Stat Assoc 2012; 107:1106-1118.
    • (2012) J Am Stat Assoc , vol.107 , pp. 1106-1118
    • Zhao, Y.1    Zeng, D.2    Rush, A.J.3    Kosorok, M.R.4
  • 65
    • 84875936452 scopus 로고    scopus 로고
    • Does early-onset chronic or recurrent major depression impact outcomes with antidepressant medications? A co-med trial report
    • Sung SC, Wisniewski SR, Balasubramani GK, et al. Does early-onset chronic or recurrent major depression impact outcomes with antidepressant medications? A co-med trial report. Psychol Med 2013; 43:945-960.
    • (2013) Psychol Med , vol.43 , pp. 945-960
    • Sung, S.C.1    Wisniewski, S.R.2    Balasubramani, G.K.3
  • 66
    • 62149114432 scopus 로고    scopus 로고
    • Differential efficacy of escitalopram and nortriptyline on dimensional measures of depression
    • Uher R, Maier W, Hauser J, et al. Differential efficacy of escitalopram and nortriptyline on dimensional measures of depression. Br J Psychiatry 2009; 194:252-259.
    • (2009) Br J Psychiatry , vol.194 , pp. 252-259
    • Uher, R.1    Maier, W.2    Hauser, J.3
  • 67
    • 85012104663 scopus 로고    scopus 로고
    • A prognostic index (PI) as a moderator of outcomes in the treatment of depression: A proof of concept combining multiple variables to inform risk-stratified stepped care models
    • Lorenzo-Luaces L, DeRubeis RJ, van Straten A, Tiemens B. A prognostic index (PI) as a moderator of outcomes in the treatment of depression: a proof of concept combining multiple variables to inform risk-stratified stepped care models. J Affect Disord 2017; 213:78-85.
    • (2017) J Affect Disord , vol.213 , pp. 78-85
    • Lorenzo-Luaces, L.1    DeRubeis, R.J.2    Van Straten, A.3    Tiemens, B.4
  • 68
    • 85008254481 scopus 로고    scopus 로고
    • Melancholic and atypical depression as predictor and moderator of outcome in cognitive behavior therapy and pharmacotherapy for adult depression
    • Cuijpers P, Weitz E, Lamers F, et al. Melancholic and atypical depression as predictor and moderator of outcome in cognitive behavior therapy and pharmacotherapy for adult depression. Depress Anxiety 2017; 34:246-256.
    • (2017) Depress Anxiety , vol.34 , pp. 246-256
    • Cuijpers, P.1    Weitz, E.2    Lamers, F.3
  • 69
    • 84965150449 scopus 로고    scopus 로고
    • Divergent outcomes in cognitivebehavioral therapy and pharmacotherapy for adult depression
    • Vittengl JR, Jarrett RB, Weitz E, et al. Divergent outcomes in cognitivebehavioral therapy and pharmacotherapy for adult depression. Am J Psychiatry 2016; 173:481-490.
    • (2016) Am J Psychiatry , vol.173 , pp. 481-490
    • Vittengl, J.R.1    Jarrett, R.B.2    Weitz, E.3
  • 70
    • 85009483629 scopus 로고    scopus 로고
    • Experiments with more than one random factor: Designs, analytic models, and statistical power
    • Judd CM, Westfall J, Kenny DA. Experiments with more than one random factor: designs, analytic models, and statistical power. Annu Rev Psychol 2017; 68:601-625.
    • (2017) Annu Rev Psychol , vol.68 , pp. 601-625
    • Judd, C.M.1    Westfall, J.2    Kenny, D.A.3
  • 71
    • 84905667466 scopus 로고    scopus 로고
    • Correcting for optimistic prediction in small data sets
    • Smith GC, Seaman SR, Wood AM, et al. Correcting for optimistic prediction in small data sets. Am J Epidemiol 2014; 180:318-324.
    • (2014) Am J Epidemiol , vol.180 , pp. 318-324
    • Smith, G.C.1    Seaman, S.R.2    Wood, A.M.3
  • 72
    • 84873348443 scopus 로고    scopus 로고
    • Common genetic variation and antidepressant efficacy in major depressive disorder: A meta-analysis of three genome-wide pharmacogenetic studies
    • GENDEP Investigators; MARS Investigators; STAR-D Investigators.
    • GENDEP Investigators; MARS Investigators; STAR-D Investigators. Common genetic variation and antidepressant efficacy in major depressive disorder: a meta-analysis of three genome-wide pharmacogenetic studies. Am J Psychiatry 2013; 170:207-217.
    • (2013) Am J Psychiatry , vol.170 , pp. 207-217
  • 73
    • 84990909819 scopus 로고    scopus 로고
    • The International SSRI Pharmacogenomics Consortium (ISPC): A genome-wide association study of antidepressant treatment response
    • Biernacka JM, Sangkuhl K, Jenkins G, et al. The International SSRI Pharmacogenomics Consortium (ISPC): a genome-wide association study of antidepressant treatment response. Transl Psychiatry 2015; 5:e553.
    • (2015) Transl Psychiatry , vol.5 , pp. e553
    • Biernacka, J.M.1    Sangkuhl, K.2    Jenkins, G.3
  • 74
    • 85028723500 scopus 로고    scopus 로고
    • Treatment resistant depression: A multi-scale systems biology approach
    • [Epub ahead of print]
    • Akil H, Gordon J, Hen R, et al. Treatment resistant depression: a multi-scale, systems biology approach. Neurosci Biobehav Rev 2017; https://doi.org/10.1016/j.neubiorev.2017.08.019. [Epub ahead of print]
    • (2017) Neurosci Biobehav Rev
    • Akil, H.1    Gordon, J.2    Hen, R.3
  • 75
    • 85029390995 scopus 로고    scopus 로고
    • Economic evaluations of internet- and mobile-based interventions for the treatment and prevention of depression: A systematic review
    • Paganini S, Teigelkotter W, Buntrock C, Baumeister H. Economic evaluations of internet- and mobile-based interventions for the treatment and prevention of depression: A systematic review. J Affect Disord 2018; 225:733-755.
    • (2018) J Affect Disord , vol.225 , pp. 733-755
    • Paganini, S.1    Teigelkotter, W.2    Buntrock, C.3    Baumeister, H.4
  • 76
    • 84880770048 scopus 로고    scopus 로고
    • Evidence-based recommendations for the prescription of exercise for major depressive disorder
    • Rethorst CD, Trivedi MH. Evidence-based recommendations for the prescription of exercise for major depressive disorder. J Psychiatr Pract 2013; 19:204-212.
    • (2013) J Psychiatr Pract , vol.19 , pp. 204-212
    • Rethorst, C.D.1    Trivedi, M.H.2
  • 77
    • 84959441531 scopus 로고    scopus 로고
    • Self-guided Internet-based and mobilebased stress management for employees: Results of a randomised controlled trial
    • Ebert DD, Heber E, Berking M, et al. Self-guided Internet-based and mobilebased stress management for employees: results of a randomised controlled trial. Occup Environ Med 2016; 73:315-323.
    • (2016) Occup Environ Med , vol.73 , pp. 315-323
    • Ebert, D.D.1    Heber, E.2    Berking, M.3
  • 78
    • 84906926211 scopus 로고    scopus 로고
    • Efficacy and cost-effectiveness of minimal guided and unguided Internet-based mobile supported stress-management in employees with occupational stress: A three-armed randomised controlled trial
    • Ebert DD, Lehr D, Smit F, et al. Efficacy and cost-effectiveness of minimal guided and unguided Internet-based mobile supported stress-management in employees with occupational stress: a three-armed randomised controlled trial. BMC Public Health 2014; 14:807.
    • (2014) BMC Public Health , vol.14 , pp. 807
    • Ebert, D.D.1    Lehr, D.2    Smit, F.3
  • 79
    • 85019348700 scopus 로고    scopus 로고
    • Effectiveness of a webbased guided self-help intervention for outpatients with a depressive disorder: Short-term results from a randomized controlled trial
    • Kenter RM, Cuijpers P, Beekman A, van Straten A. Effectiveness of a webbased guided self-help intervention for outpatients with a depressive disorder: short-term results from a randomized controlled trial. J Med Internet Res 2016; 18:e80.
    • (2016) J Med Internet Res , vol.18 , pp. e80
    • Kenter, R.M.1    Cuijpers, P.2    Beekman, A.3    Van Straten, A.4
  • 80
    • 85026803788 scopus 로고    scopus 로고
    • Time to remission from mild to moderate depressive symptoms: One year results from the evident-study, an RCT of an Internet intervention for depression
    • Klein JP, Spath C, Schroder J, et al. Time to remission from mild to moderate depressive symptoms: one year results from the evident-study, an RCT of an Internet intervention for depression. Behav Res Ther 2017; 97:154-162.
    • (2017) Behav Res Ther , vol.97 , pp. 154-162
    • Klein, J.P.1    Spath, C.2    Schroder, J.3
  • 81
    • 85021746793 scopus 로고    scopus 로고
    • Prediction of treatment outcomes to exercise in patients with nonremitted major depressive disorder
    • [Epub ahead of print]
    • Rethorst CD, South CC, Rush AJ, et al. Prediction of treatment outcomes to exercise in patients with nonremitted major depressive disorder. Depress Anxiety 2017; https://doi.org/10.1002/da.22670. [Epub ahead of print]
    • (2017) Depress Anxiety
    • Rethorst, C.D.1    South, C.C.2    Rush, A.J.3
  • 82
    • 84859006522 scopus 로고    scopus 로고
    • Estimating treatment effects for individual patients based on the results of randomised clinical trials
    • Dorresteijn JA, Visseren FL, Ridker PM, et al. Estimating treatment effects for individual patients based on the results of randomised clinical trials. BMJ 2011; 343:d5888.
    • (2011) BMJ , vol.343 , pp. d5888
    • Dorresteijn, J.A.1    Visseren, F.L.2    Ridker, P.M.3
  • 85
    • 85027703722 scopus 로고    scopus 로고
    • Evaluating the impact of treating the optimal subgroup
    • Luedtke AR, van der Laan MJ. Evaluating the impact of treating the optimal subgroup. Stat Methods Med Res 2017; 26:1630-1640.
    • (2017) Stat Methods Med Res , vol.26 , pp. 1630-1640
    • Luedtke, A.R.1    Van Der Laan, M.J.2
  • 87
    • 84901502488 scopus 로고    scopus 로고
    • Healthcare outcomes assessed with observational study designs compared with those assessed in randomized trials
    • Anglemyer A, Horvath HT, Bero L. Healthcare outcomes assessed with observational study designs compared with those assessed in randomized trials. Cochrane Database Syst Rev 2014; MR000034.
    • (2014) Cochrane Database Syst Rev , pp. MR000034
    • Anglemyer, A.1    Horvath, H.T.2    Bero, L.3
  • 88
    • 85020177785 scopus 로고    scopus 로고
    • Vagal nerve stimulation for treatment-resistant depression
    • Carreno FR, Frazer A. Vagal nerve stimulation for treatment-resistant depression. Neurotherapeutics 2017; 14:716-727.
    • (2017) Neurotherapeutics , vol.14 , pp. 716-727
    • Carreno, F.R.1    Frazer, A.2
  • 89
    • 85018196693 scopus 로고    scopus 로고
    • Investigational drugs in recent clinical trials for treatment-resistant depression
    • Garay RP, Zarate CA Jr, Charpeaud T, et al. Investigational drugs in recent clinical trials for treatment-resistant depression. Expert Rev Neurother 2017; 17:593-609.
    • (2017) Expert Rev Neurother , vol.17 , pp. 593-609
    • Garay, R.P.1    Zarate, C.A.2    Charpeaud, T.3
  • 90
    • 85018302723 scopus 로고    scopus 로고
    • Abnormal functional connectivity within resting-state networks is related to RTMS-based therapy effects of treatment resistant depression: A pilot study
    • Ge R, Blumberger DM, Downar J, et al. Abnormal functional connectivity within resting-state networks is related to RTMS-based therapy effects of treatment resistant depression: a pilot study. J Affect Disord 2017; 218:75-81.
    • (2017) J Affect Disord , vol.218 , pp. 75-81
    • Ge, R.1    Blumberger, D.M.2    Downar, J.3
  • 91
    • 85007044916 scopus 로고    scopus 로고
    • Neurochemical correlates of rapid treatment response to electroconvulsive therapy in patients with major depression
    • Njau S, Joshi SH, Espinoza R, et al. Neurochemical correlates of rapid treatment response to electroconvulsive therapy in patients with major depression. J Psychiatry Neurosci 2017; 42:6-16.
    • (2017) J Psychiatry Neurosci , vol.42 , pp. 6-16
    • Njau, S.1    Joshi, S.H.2    Espinoza, R.3
  • 92
    • 85011665840 scopus 로고    scopus 로고
    • Comparative efficacy and tolerability of pharmacological and somatic interventions in adult patients with treatment-resistant depression: A systematic review and network meta-analysis
    • Papadimitropoulou K, Vossen C, Karabis A, et al. Comparative efficacy and tolerability of pharmacological and somatic interventions in adult patients with treatment-resistant depression: a systematic review and network meta-analysis. Curr Med Res Opin 2017; 33:701-711.
    • (2017) Curr Med Res Opin , vol.33 , pp. 701-711
    • Papadimitropoulou, K.1    Vossen, C.2    Karabis, A.3
  • 93
    • 85031318320 scopus 로고    scopus 로고
    • Meltzer DO.Measuring the cost of quality measurement: A missing link in quality strategy
    • Schuster MA, Onorato SE, Meltzer DO.Measuring the cost of quality measurement: a missing link in quality strategy. JAMA 2017; 318:1219-1220.
    • (2017) JAMA , vol.318 , pp. 1219-1220
    • Schuster, M.A.1    Onorato, S.E.2
  • 94
    • 84942889000 scopus 로고    scopus 로고
    • Measurement-based care versus standard care for major depression: A randomized controlled trial with blind raters
    • Guo T, Xiang YT, Xiao L, et al. Measurement-based care versus standard care for major depression: a randomized controlled trial with blind raters. Am J Psychiatry 2015; 172:1004-1013.
    • (2015) Am J Psychiatry , vol.172 , pp. 1004-1013
    • Guo, T.1    Xiang, Y.T.2    Xiao, L.3
  • 95
    • 85018945705 scopus 로고    scopus 로고
    • Digital technology and clinical decision making in depression treatment: Current findings and future opportunities
    • Hallgren KA, Bauer AM, Atkins DC. Digital technology and clinical decision making in depression treatment: current findings and future opportunities. Depress Anxiety 2017; 34:494-501.
    • (2017) Depress Anxiety , vol.34 , pp. 494-501
    • Hallgren, K.A.1    Bauer, A.M.2    Atkins, D.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.