BMC Medicine | |
Depression sum-scores don’t add up: why analyzing specific depression symptoms is essential | |
Randolph M Nesse2  Eiko I Fried1  | |
[1] University of Leuven, Faculty of Psychology and Educational Sciences, Research Group of Quantitative Psychology and Individual Differences, Tiensestraat 102, Leuven, 3000, Belgium;School of Life Sciences, Arizona State University, Room 351 Life Sciences Building A, Tempe 85287-450, AZ, USA | |
关键词: Nosology; Major depressive disorder; Heterogeneity; Diagnostic and Statistical Manual of Mental Disorders; Depression symptoms; | |
Others : 1160631 DOI : 10.1186/s12916-015-0325-4 |
|
received in 2015-01-06, accepted in 2015-03-13, 发布年份 2015 | |
【 摘 要 】
Most measures of depression severity are based on the number of reported symptoms, and threshold scores are often used to classify individuals as healthy or depressed. This method – and research results based on it – are valid if depression is a single condition, and all symptoms are equally good severity indicators. Here, we review a host of studies documenting that specific depressive symptoms like sad mood, insomnia, concentration problems, and suicidal ideation are distinct phenomena that differ from each other in important dimensions such as underlying biology, impact on impairment, and risk factors. Furthermore, specific life events predict increases in particular depression symptoms, and there is evidence for direct causal links among symptoms. We suggest that the pervasive use of sum-scores to estimate depression severity has obfuscated crucial insights and contributed to the lack of progress in key research areas such as identifying biomarkers and more efficacious antidepressants. The analysis of individual symptoms and their causal associations offers a way forward. We offer specific suggestions with practical implications for future research.
【 授权许可】
2015 Fried and Nesse; licensee BioMed Central.
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
20150411022939557.pdf | 1111KB | download |
【 参考文献 】
- [1]Goldberg D: The heterogeneity of “major depression”. World Psychiatry. 2011, 10:226-8.
- [2]Kessler RC, Berglund P, Demler O, Jin R, Koretz D, Merikangas KR, et al.: The epidemiology of major depressive disorder: results from the National Comorbidity Survey Replication (NCS-R). JAMA. 2003, 289:3095-105.
- [3]Lopez AD, Mathers CD, Ezzati M, Jamison DT, Murray CJL: Global burden of disease and risk factors. World Bank, Washington, DC; 2006.
- [4]American Psychiatric Association: Diagnostic and Statistical Manual of Mental Disorders. 5th edition. APA, Washington, DC; 2013.
- [5]Fried EI, Nesse RM: Depression is not a consistent syndrome: an investigation of unique symptom patterns in the STAR*D study. J Affect Disord. 2015, 172:96-102.
- [6]Zimmerman M, Ellison W, Young D, Chelminski I, Dalrymple K: How many different ways do patients meet the diagnostic criteria for major depressive disorder? Compr Psych. 2015, 56:29-34.
- [7]Olbert CM, Gala GJ, Tupler LA: Quantifying heterogeneity attributable to polythetic diagnostic criteria: theoretical framework and empirical application. J Abnorm Psychol. 2014, 123:452-62.
- [8]Beck A, Steer RA, Garbin MG: Psychometric properties of the Beck Depression Inventory: 25 years of evaluation. Clin Psychol Rev. 1988, 8:77-100.
- [9]Hamilton M: A rating scale for depression. J Neurol Neurosurg Psychiatry. 1960, 23:56-62.
- [10]American Psychiatric Association: Diagnostic and statistical manual of mental disorders. 3rd edition. APA, Washington, DC; 1980.
- [11]American Psychiatric Association: The diagnostic and statistical manual of mental disorders. 4th edition. APA, Washington, DC; 1994.
- [12]Kapur S, Phillips AG, Insel TR: Why has it taken so long for biological psychiatry to develop clinical tests and what to do about it? Mol Psychiatry. 2012, 17:1174-9.
- [13]Hek K, Demirkan A, Lahti J, Terracciano A: A genome-wide association study of depressive symptoms. Biol Psychiatry. 2013, 73:667-78.
- [14]Lewis CM, Ng MY, Butler AW, Cohen-Woods S, Uher R, Pirlo K, et al.: Genome-wide association study of major recurrent depression in the UK population. Am J Psychiatry. 2010, 167:949-57.
- [15]Wray NR, Pergadia ML, Blackwood DHR, Penninx BWJH, Gordon SD, Nyholt DR, et al.: Genome-wide association study of major depressive disorder: new results, meta-analysis, and lessons learned. Mol Psychiatry. 2012, 17:36-48.
- [16]Shi J, Potash JB, Knowles JA, Weissman MM, Coryell W, Scheftner WA, et al.: Genome-wide association study of recurrent early-onset major depressive disorder. Mol Psychiatry. 2011, 16:193-201.
- [17]Daly J, Ripke S, Lewis CM, Lin D, Wray NR, Neale B, et al.: A mega-analysis of genome-wide association studies for major depressive disorder. Mol Psychiatry. 2013, 18:497-511.
- [18]Tansey KE, Guipponi M, Perroud N, Bondolfi G, Domenici E, Evans D, et al.: Genetic predictors of response to serotonergic and noradrenergic antidepressants in major depressive disorder: a genome-wide analysis of individual-level data and a meta-analysis. PLoS Med. 2012, 9:e1001326.
- [19]Jang KL, Livesley WJ, Taylor S, Stein MB, Moon EC: Heritability of individual depressive symptoms. J Affect Disord. 2004, 80:125-33.
- [20]Myung W, Song J, Lim S-W, Won H-H, Kim S, Lee Y, et al.: Genetic association study of individual symptoms in depression. Psychiatry Res. 2012, 198:400-6.
- [21]Kendler KS, Aggen SH, Neale MC: Evidence for multiple genetic factors underlying DSM-IV criteria for major depression. Am J Psychiatry. 2013, 70:599-607.
- [22]Guintivano J, Brown T: Identification and replication of a combined epigenetic and genetic biomarker predicting suicide and suicidal behaviors. Am J Psychiatry. 2014, 171:1287-96.
- [23]Valkanova V, Ebmeier KP, Allan CL: CRP, IL-6 and depression: a systematic review and meta-analysis of longitudinal studies. J Affect Disord. 2013, 150:736-44.
- [24]Wium-Andersen MK, Orsted DD, Nielsen SF, Nordestgaard BG: Elevated C-reactive protein levels, psychological distress, and depression in 73,131 individuals. JAMA Psychiatry. 2013, 70:176-84.
- [25]Raison CL, Miller AH: Is depression an inflammatory disorder? Curr Psychiatry Rep. 2011, 13:467-75.
- [26]Young JJ, Bruno D, Pomara N: A review of the relationship between proinflammatory cytokines and major depressive disorder. J Affect Disord. 2014, 169C:15-20.
- [27]Lamers F, Vogelzangs N, Merikangas KR, de Jonge P, Beekman ATF, Penninx BWJH: Evidence for a differential role of HPA-axis function, inflammation and metabolic syndrome in melancholic versus atypical depression. Mol Psychiatry. 2013, 18:692-9.
- [28]Duivis HE, Vogelzangs N, Kupper N, de Jonge P, Penninx BWJH: Differential association of somatic and cognitive symptoms of depression and anxiety with inflammation: findings from the Netherlands Study of Depression and Anxiety (NESDA). Psychoneuroendocrinology. 2013, 38:1573-85.
- [29]Motivala SJ, Sarfatti A, Olmos L, Irwin MR: Inflammatory markers and sleep disturbance in major depression. Psychosom Med. 2005, 67:187-94.
- [30]Zuk O, Hechter E, Sunyaev SR, Lander ES: The mystery of missing heritability: genetic interactions create phantom heritability. Proc Natl Acad Sci U S A. 2012, 109:1193-8.
- [31]Stefanis N: Genes do not read DSM-IV: implications for psychosis classification. Ann Gen Psychiatry. 2008, 7:S68.
- [32]Pigott HE, Leventhal AM, Alter GS, Boren JJ: Efficacy and effectiveness of antidepressants: current status of research. Psychother Psychosom. 2010, 79:267-79.
- [33]Kirsch I, Deacon BJ, Huedo-Medina TB, Scoboria A, Moore TJ, Johnson BT: Initial severity and antidepressant benefits: a meta-analysis of data submitted to the Food and Drug Administration. PLoS Med. 2008, 5:e45.
- [34]Khan A, Khan S, Brown WA: Are placebo controls necessary to test new antidepressants and anxiolytics? Int J Neuropsychopharmacol. 2002, 5:193-7.
- [35]Bech P: Rating scales in depression: limitations and pitfalls. Dialogues Clin Neurosci. 2006, 8:207-15.
- [36]Trindade E, Menon D, Topfer L, Coloma C: Adverse effects associated with selective serotonin reuptake inhibitors and tricyclic antidepressants: a meta-analysis. Can Med Assoc J. 1998, 159:1245-52.
- [37]Bet PM, Hugtenburg JG, Penninx BWJH, Hoogendijk WJG: Side effects of antidepressants during long-term use in a naturalistic setting. Eur Neuropsychopharmacol 2013, 23:1443-51.
- [38]Baldwin DS: Essential considerations when choosing a modern antidepressant. Int J Psychiatry Clin Pract. 2003, 7:3-8.
- [39]Rosse R, Fanous A, Gaskins B, Deutsch S. Side effects in the modern psychopharmacology of depression. Prim Psych. 2007:14. http://primarypsychiatry.com/side-effects-in-the-modern-psychopharmacology-of-depression/.
- [40]Serretti A, Chiesa A: Treatment-emergent sexual dysfunction related to antidepressants: a meta-analysis. J Clin Psychopharmacol. 2009, 29:259-66.
- [41]Blumenthal SR, Castro VM, Clements CC, Rosenfield HR, Murphy SN, Fava M, et al.: An electronic health records study of long-term weight gain following antidepressant use. JAMA Psychiatry. 2014, 71:889-96.
- [42]Snaith P: What do depression rating scales measure? Br J Psychiatry. 1993, 163:293-8.
- [43]Dew MA, Reynolds CF, Houck PR, Hall M, Buysse DJ, Frank E, et al.: Temporal profiles of the course of depression during treatment. Predictors of pathways toward recovery in the elderly. Arch Gen Psychiatry 1997, 54:1016-24.
- [44]Pigeon WR, Hegel M, Unützer J, Fan M-Y, Sateia MJ, Lyness JM, et al.: Is insomnia a perpetuating factor for late-life depression in the IMPACT cohort? Sleep. 2008, 31:481-8.
- [45]Thase MME, Rush AJ, Manber R, Kornstein SG, Klein DN, Markowitz JC, et al.: Differential effects of nefazodone and cognitive behavioral analysis system of psychotherapy on insomnia associated with chronic forms of major depression. J Clin Psychiatry. 2002, 63:493-500.
- [46]Fava M, Rush AJ, Alpert JE, Balasubramani GK, Wisniewski SR, Carmin CN, et al.: Difference in treatment outcome in outpatients with anxious versus nonanxious depression: a STAR*D report. Am J Psychiatry. 2008, 165:342-51.
- [47]Shippee ND, Rosen BH, Angstman KB, Fuentes ME, DeJesus RS, Bruce SM, et al.: Baseline screening tools as indicators for symptom outcomes and health services utilization in a collaborative care model for depression in primary care: a practice-based observational study. Gen Hosp Psychiatry. 2014, 36:563-9.
- [48]Wu Z, Chen J, Yuan C, Hong W, Peng D, Zhang C, et al.: Difference in remission in a Chinese population with anxious versus nonanxious treatment-resistant depression: a report of OPERATION study. J Affect Disord. 2013, 150:834-9.
- [49]Uher R, Perlis RH, Henigsberg N, Zobel A, Rietschel M, Mors O, et al.: Depression symptom dimensions as predictors of antidepressant treatment outcome: replicable evidence for interest-activity symptoms. Psychol Med. 2012, 42:967-80.
- [50]Colman I, Naicker K, Zeng Y, Ataullahjan A, Senthilselvan A, Patten SB: Predictors of long-term prognosis of depression. Can Med Assoc J. 2011, 183:1955-6.
- [51]Piccinelli M: Gender differences in depression: critical review. Br J Psychiatry. 2000, 177:486-92.
- [52]Kendler KS, Myers J, Prescott CA: Sex differences in the relationship between social support and risk for major depression: a longitudinal study of opposite-sex twin pairs. Am J Psychiatry. 2005, 162:250-6.
- [53]Kendler KS, Kuhn J, Prescott CA: The interrelationship of neuroticism, sex, and stressful life events in the prediction of episodes of major depression. Am J Psychiatry. 2004, 161:631-6.
- [54]Lux V, Kendler KS: Deconstructing major depression: a validation study of the DSM-IV symptomatic criteria. Psychol Med. 2010, 40:1679-90.
- [55]Fried EI, Nesse RM, Zivin K, Guille C, Sen S: Depression is more than the sum score of its parts: individual DSM symptoms have different risk factors. Psychol Med. 2014, 44:2067-76.
- [56]Hammen C: Stress and depression. Annu Rev Clin Psychol. 2005, 1:293-319.
- [57]Keller MC, Nesse RM: Is low mood an adaptation? Evidence for subtypes with symptoms that match precipitants. J Affect Disord. 2005, 86:27-35.
- [58]Keller MC, Nesse RM: The evolutionary significance of depressive symptoms: different adverse situations lead to different depressive symptom patterns. J Pers Soc Psychol. 2006, 91:316-30.
- [59]Keller MC, Neale MC, Kendler KS: Association of different adverse life events with distinct patterns of depressive symptoms. Am J Psychiatry. 2007, 164:1521-9.
- [60]Cramer AOJ, Borsboom D, Aggen SH, Kendler KS: The pathoplasticity of dysphoric episodes: differential impact of stressful life events on the pattern of depressive symptom inter-correlations. Psychol Med. 2013, 42:957-65.
- [61]Fried EI, Nesse RM, Guille C, Sen S. The differential influence of life stress on individual symptoms of depression. Acta Psychiatr Scand. 2015. Ahead of print.
- [62]Hirschfeld RM, Dunner DL, Keitner G, Klein DN, Koran LM, Kornstein SG, et al.: Does psychosocial functioning improve independent of depressive symptoms? A comparison of nefazodone, psychotherapy, and their combination. Biol Psychiatry. 2002, 51:123-33.
- [63]Mathers CD, Loncar D: Projections of global mortality and burden of disease from 2002 to 2030. PLoS Med. 2006, 3:e442.
- [64]Murray CJL, Lopez A: Global burden of disease: a comprehensive assessment of mortality and disability from diseases, injuries, and risk factors in 1990 and projected to 2020. Harvard School of Public Health, Cambridge, MA; 1996.
- [65]Fried EI, Nesse RM: The impact of individual depressive symptoms on impairment of psychosocial functioning. PLoS One. 2014, 9:e90311.
- [66]Tweed DL: Depression-related impairment: estimating concurrent and lingering effects. Psychol Med. 1993, 23:373-86.
- [67]Fairclough SH, Graham R: Impairment of driving performance caused by sleep deprivation or alcohol: a comparative study. Hum Factors. 1999, 41:118-28.
- [68]Durmer J, Dinges D: Neurocognitive consequences of sleep deprivation. Semin Neurol. 2005, 25:117-29.
- [69]Ferentinos P, Kontaxakis V, Havaki-Kontaxaki B, Paparrigopoulos T, Dikeos D, Ktonas P, et al.: Sleep disturbances in relation to fatigue in major depression. J Psychosom Res. 2009, 66:37-42.
- [70]De Wild-Hartmann JA, Wichers MC, van Bemmel AL, Derom C, Thiery E, Jacobs N, et al.: Day-to-day associations between subjective sleep and affect in regard to future depression in a female population-based sample. Br J Psychiatry. 2013, 202:407-12.
- [71]Fawcett J, Scheftner WA, Fogg L, Clark DC, Young MA, Hedeker D, et al.: Time-related predictors of suicide in major affective disorder. Am J Psychiatry. 1990, 147:1189-94.
- [72]Pilcher JJ, Huffcutt AI: Effects of sleep deprivation on performance: a meta-analysis. Sleep. 1996, 19:318-26.
- [73]Malik S, Kanwar A, Sim LA, Prokop LJ, Wang Z, Benkhadra K, et al.: The association between sleep disturbances and suicidal behaviors in patients with psychiatric diagnoses: a systematic review and meta-analysis. Syst Rev. 2014, 3:18.
- [74]Abramson LY, Metalsky GI, Alloy LB: Hopelessness depression: a theory-based subtype of depression. Psychol Rev. 1989, 96:358-72.
- [75]Beck A, Rush AJ, Shaw FS, Emery G: Cognitive therapy of depression. Guilford Press, New York; 1979.
- [76]McGlinchey JB, Zimmerman M, Young D, Chelminski I: Diagnosing major depressive disorder VIII: are some symptoms better than others? J Nerv Ment Dis. 2006, 194:785-90.
- [77]Kuo W-H, Gallo JJ, Eaton WW: Hopelessness, depression, substance disorder, and suicidality – a 13-year community-based study. Soc Psychiatry Psychiatr Epidemiol. 2004, 39:497-501.
- [78]Brown GK, Beck A, Steer RA, Grisham JR: Risk factors for suicide in psychiatric outpatients: a 20-year prospective study. J Consult Clin Psychol. 2000, 68:371-7.
- [79]Klonsky ED, Kotov R, Bakst S, Rabinowitz J, Bromet EJ: Hopelessness as a predictor of attempted suicide among first admission patients with psychosis: a 10-year cohort study. Suicide Life Threat Behav. 2012, 42:1-10.
- [80]Beck A, Brown G, Berchick R: Relationship between hopelessness and ultimate suicide: a replication with psychiatric outpatients. Am J Psychiatry. 1990, 147:190-5.
- [81]Smith JM, Alloy LB, Abramson LY: Cognitive vulnerability to depression, rumination, hopelessness, and suicidal ideation: multiple pathways to self-injurious thinking. Suicide Life Threat Behav. 2006, 36:443-54.
- [82]Abela JRZ, Brozina K, Haigh EP: An examination of the response styles theory of depression in third- and seventh-grade children: a short-term longitudinal study. J Abnorm Child Psychol. 2002, 30:515-27.
- [83]Nolen-Hoeksema S, Stice E, Wade E, Bohon C: Reciprocal relations between rumination and bulimic, substance abuse, and depressive symptoms in female adolescents. J Abnorm Psychol. 2007, 116:198-207.
- [84]Frewen PA, Allen SL, Lanius RA, Neufeld RWJ: Perceived causal relations: novel methodology for assessing client attributions about causal associations between variables including symptoms and functional impairment. Assessment. 2012, 19:480-93.
- [85]Frewen PA, Schmittmann VD, Bringmann LF, Borsboom D: Perceived causal relations between anxiety, posttraumatic stress and depression: extension to moderation, mediation, and network analysis. Eur J Psychotraumatol 2013, 4:20656.
- [86]Wichers MC: The dynamic nature of depression: a new micro-level perspective of mental disorder that meets current challenges. Psychol Med. 2013, 616:1-12.
- [87]Bringmann LF, Vissers N, Wichers MC, Geschwind N, Kuppens P, Peeters F, et al.: A network approach to psychopathology: new insights into clinical longitudinal data. PLoS One. 2013, 8:e60188.
- [88]Rosmalen JGM, Wenting AMG, Roest AM, de Jonge P, Bos EH: Revealing causal heterogeneity using time series analysis of ambulatory assessments: application to the association between depression and physical activity after myocardial infarction. Psychosom Med. 2012, 74:377-86.
- [89]Hofmann SG: Toward a cognitive-behavioral classification system for mental disorders. Behav Ther. 2014, 45:576-87.
- [90]Molenaar P: A manifesto on psychology as idiographic science: bringing the person back into scientific psychology, this time forever. Measurement. 2004, 2014:37-41.
- [91]Hamaker EL: Why researchers should think “within-person”: a paradigmatic rationale. In Handbook of methods for studying daily life. Edited by Mehl M, Conner T. Guilford Publications, New York, NY; 2012:43-61.
- [92]Peterson MJ, Benca RM: Sleep in mood disorders. Sleep Med Clin. 2008, 3:231-49.
- [93]Ma SH, Teasdale JD: Mindfulness-based cognitive therapy for depression: replication and exploration of differential relapse prevention effects. J Consult Clin Psychol. 2004, 72:31-40.
- [94]Kim NS, Ahn W: Clinical psychologists’ theory-based representations of mental disorders predict their diagnostic reasoning and memory. J Exp Psychol Gen. 2002, 131:451-76.
- [95]Van Loo HM, de Jonge P, Romeijn J-W, Kessler RC, Schoevers RA: Data-driven subtypes of major depressive disorder: a systematic review. BMC Med. 2012, 10:156.
- [96]Baumeister H, Hutter N, Bengel J, Härter M: Quality of life in medically ill persons with comorbid mental disorders: a systematic review and meta-analysis. Psychother Psychosom. 2011, 80:275-86.
- [97]Lichtenberg P, Belmaker RH: Subtyping major depressive disorder. Psychother Psychosom. 2010, 79:131-5.
- [98]Bech P: Struggle for subtypes in primary and secondary depression and their mode-specific treatment or healing. Psychother Psychosom. 2010, 79:331-8.
- [99]Melartin T, Leskelä U, Rytsälä H, Sokero P, Lestelä-Mielonen P, Isometsä E: Co-morbidity and stability of melancholic features in DSM-IV major depressive disorder. Psychol Med. 2004, 34:1443.
- [100]Pae CU, Tharwani H, Marks DM, Masand PS, Patkar AA: Atypical depression: a comprehensive review. CNS Drugs. 2009, 23:1023-37.
- [101]Davidson JRT: A history of the concept of atypical depression. J Clin Psychiatry. 2007, 68:10-5.
- [102]Young MA, Keller MB, Lavori PW, Scheftner WA, Fawcett JA, Endicott J, et al.: Lack of stability of the RDC endogenous subtype in consecutive episodes of major depression. J Affect Disord. 1987, 12:139-43.
- [103]Shafer AB: Meta-analysis of the factor structures of four depression questionnaires: Beck, CES-D, Hamilton, and Zung. J Clin Psychol. 2006, 62:123-46.
- [104]Gullion CM, Rush AJ: Toward a generalizable model of symptoms in major depressive disorder. Biol Psychiatry. 1998, 44:959-72.
- [105]Bagby RM, Ryder AG, Schuller DR, Marshall MB: Reviews and overviews – the Hamilton Depression Rating Scale: has the gold standard become a lead weight? Am J Psyc. 2004, 161:2163-77.
- [106]Cramer AOJ, Waldorp LJ, van der Maas HLJ, Borsboom D: Comorbidity: a network perspective. Behav Brain Sci. 2010, 33:137-50. Discussion 150–93
- [107]Uher R, Farmer A, Maier W, Rietschel M, Hauser J, Marusic A, et al.: Measuring depression: comparison and integration of three scales in the GENDEP study. Psychol Med. 2008, 38:289-300.
- [108]Faravelli C: Assessment of psychopathology. Psychother Psychosom. 2004, 73:139-41.
- [109]Schmittmann VD, Cramer AOJ, Waldorp LJ, Epskamp S, Kievit RA, Borsboom D: Deconstructing the construct: a network perspective on psychological phenomena. New Ideas Psychol. 2013, 31:43-53.
- [110]Borsboom D, Cramer AOJ: Network analysis: an integrative approach to the structure of psychopathology. Annu Rev Clin Psychol. 2013, 9:91-121.
- [111]Braeken J: Modeling residual dependencies in latent variable models with copulas. Leuven, KU Leuven; 2008.
- [112]Lilienfeld SO: DSM-5: centripetal scientific and centrifugal. Clin Psychol Sci Pract. 2014, 21:269-79.
- [113]Parker G: Beyond major depression. Psychol Med. 2005, 35:467-74.
- [114]Costello C: The advantages of the symptom approach to depression. In Symptoms of depression. Edited by Costello C. John Wiley and Sons, New York; 1993:1-21.
- [115]Hasler G, Drevets WC, Manji HK, Charney DS: Discovering endophenotypes for major depression. Neuropsychopharmacology. 2004, 29:1765-81.
- [116]Persons JB: The advantages of studying psychological phenomena rather than psychiatric diagnoses. Am Psychol. 1986, 41:1252-60.
- [117]Musselman D, Lawson D, Gumnick J, Manatunga A, Penna S, Goodkin R, et al.: Paroxetine for the prevention of depression induced by high-dose interferon alfa. New Eng J Med. 2001, 344:961-6.
- [118]Cassidy WL, Planagan NB, Spellman M, Cohen ME: Clinical observations in manic-depressive disease; a quantitative study of one hundred manic-depressive patients and fifty medically sick controls. J Am Med Assoc. 1957, 164:1535-46.
- [119]Feighner JP, Robins E, Guze SB, Woodruff RA, Winokur G, Munoz R: Diagnostic criteria for use in psychiatric research. Arch Gen Psychiatry. 1972, 26:57-63.
- [120]Andrews G, Slade T, Sunderland M, Anderson T: Issues for DSM-V: simplifying DSM-IV to enhance utility: the case of major depressive disorder. Am J Psychiatry. 2007, 164:1784-5.
- [121]Judd LL, Schettler PJ, Coryell W, Akiskal HS, Fiedorowicz JG: Overt irritability/anger in unipolar major depressive episodes: past and current characteristics and implications for long-term course. JAMA Psychiatry. 2013, 70:1171-80.
- [122]Gollan JK, Fava M, Kurian B, Wisniewski SR, Rush AJ, Daly E, et al.: What are the clinical implications of new onset or worsening anxiety during the first two weeks of SSRI treatment for depression? Depress Anxiety. 2012, 29:94-101.
- [123]Van Loo HM, Cai T, Gruber MJ, Li J, de Jonge P, Petukhova M, et al.: Major depressive disorder subtypes to predict long-term course. Depress Anxiety. 2014, 13:1-13.
- [124]Pedrelli P, Blais MA, Alpert JE, Shelton RC, Walker RSW, Fava M: Reliability and validity of the Symptoms of Depression Questionnaire (SDQ). CNS Spectr. 2014, 19:535-46.
- [125]Sjöström N, Waern M, Hetta J: Nightmares and sleep disturbances in relation to suicidality in suicide attempters. Sleep. 2007, 30:91-5.
- [126]Brickenkamp R, Zillmer E: The d2 Test of Attention. Hogrefe & Huber Publishers, Seattle; 1998.
- [127]Kessler RC, Chiu WT, Demler O, Merikangas KR, Walters EE: Prevalence, severity, and comorbidity of 12-month DSM-IV disorders in the National Comorbidity Survey Replication. Arch Gen Psychiatry. 2005, 62:617-27.
- [128]Zimmerman M, Chelminski I, McGlinchey JB, Young D: Diagnosing major depressive disorder X: can the utility of the DSM-IV symptom criteria be improved? J Nerv Ment Dis. 2006, 194:893-7.
- [129]Watson D, O’Hara MW, Simms LJ, Kotov R, Chmielewski M, McDade-Montez EA, et al.: Development and validation of the Inventory of Depression and Anxiety Symptoms (IDAS). Psychol Assess. 2007, 19:253-68.
- [130]Zimmerman M, Martinez JH, Friedman M, Boerescu D, Attiullah N, Toba C: How can we use depression severity to guide treatment selection when measures of depression categorize patients differently? J Clin Psychiatry. 2012, 73:1287-91.
- [131]Santor DA, Gregus M, Welch A: Eight decades of measurement in depression. Measurement. 2009, 4:135-55.
- [132]Uher R, Tansey KE, Dew T, Maier W, Mors O, Hauser J, et al.: An inflammatory biomarker as a differential predictor of outcome of depression treatment with escitalopram and nortriptyline. Am J Psychiatry. 2014, 1:1-9.
- [133]Vogelzangs N, Duivis HE, Beekman ATF, Kluft C, Neuteboom J, Hoogendijk W, et al.: Association of depressive disorders, depression characteristics and antidepressant medication with inflammation. Transl Psychiatry. 2012, 2:e79.
- [134]Tukey JW: Analyzing data: sanctification or detective work? Am Psychol. 1969, 24:83-91.