Hostname: page-component-78c5997874-j824f Total loading time: 0 Render date: 2024-11-10T09:22:48.195Z Has data issue: false hasContentIssue false

Depression symptom dimensions as predictors of antidepressant treatment outcome: replicable evidence for interest-activity symptoms

Published online by Cambridge University Press:  20 September 2011

R. Uher*
Affiliation:
MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, UK
R. H. Perlis
Affiliation:
Center for Experimental Drugs and Diagnostics, Department of Psychiatry and Center for Human Genetic Research, Massachusetts General Hospital, Boston, USA
N. Henigsberg
Affiliation:
Croatian Institute for Brain Research, Medical School, University of Zagreb, Croatia
A. Zobel
Affiliation:
Department of Psychiatry, University of Bonn, Germany
M. Rietschel
Affiliation:
Central Institute of Mental Health, Division of Genetic Epidemiology in Psychiatry, Mannheim, Germany
O. Mors
Affiliation:
Centre for Psychiatric Research, Aarhus University Hospital, Risskov, Denmark
J. Hauser
Affiliation:
Laboratory of Psychiatric Genetics, Department of Psychiatry, Poznan University of Medical Sciences, Poland
M. Z. Dernovsek
Affiliation:
University Psychiatric Clinic, Ljubljana, Slovenia
D. Souery
Affiliation:
Laboratoire de Psychologie Médicale, Université Libre de Bruxelles and Psy Pluriel – Centre Européen de Psychologie Médicale, Belgium
M. Bajs
Affiliation:
Croatian Institute for Brain Research, Medical School, University of Zagreb, Croatia
W. Maier
Affiliation:
Department of Psychiatry, University of Bonn, Germany
K. J. Aitchison
Affiliation:
MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, UK
A. Farmer
Affiliation:
MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, UK
P. McGuffin
Affiliation:
MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, UK
*
*Address for correspondence: Dr R. Uher, P080, SGDP, Institute of Psychiatry, 16 De Crespigny Park, London SE5 8AF, UK. (Email: rudolf.uher@kcl.ac.uk)

Abstract

Background

Symptom dimensions have not yet been comprehensively tested as predictors of the substantial heterogeneity in outcomes of antidepressant treatment in major depressive disorder.

Method

We tested nine symptom dimensions derived from a previously published factor analysis of depression rating scales as predictors of outcome in 811 adults with moderate to severe depression treated with flexibly dosed escitalopram or nortriptyline in Genome-based Therapeutic Drugs for Depression (GENDEP). The effects of symptom dimensions were tested in mixed-effect regression models that controlled for overall initial depression severity, age, sex and recruitment centre. Significant results were tested for replicability in 3637 adult out-patients with non-psychotic major depression treated with citalopram in level I of Sequenced Treatment Alternatives to Relieve Depression (STAR*D).

Results

The interest-activity symptom dimension (reflecting low interest, reduced activity, indecisiveness and lack of enjoyment) at baseline strongly predicted poor treatment outcome in GENDEP, irrespective of overall depression severity, antidepressant type and outcome measure used. The prediction of poor treatment outcome by the interest-activity dimension was robustly replicated in STAR*D, independent of a comprehensive list of baseline covariates.

Conclusions

Loss of interest, diminished activity and inability to make decisions predict poor outcome of antidepressant treatment even after adjustment for overall depression severity and other clinical covariates. The prominence of such symptoms may require additional treatment strategies and should be accounted for in future investigations of antidepressant response.

Type
Original Articles
Copyright
Copyright © Cambridge University Press 2011

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Beck, AT, Ward, CH, Mandelson, M, Mock, J, Erbaugh, J (1961). An inventory for measuring depression. Archives of General Psychiatry 4, 561571.CrossRefGoogle ScholarPubMed
Bjelland, I, Lie, SA, Dahl, AA, Mykletun, A, Stordal, E, Kraemer, HC (2009). A dimensional versus a categorical approach to diagnosis: anxiety and depression in the HUNT 2 study. International Journal of Methods in Psychiatric Research 18, 128137.CrossRefGoogle ScholarPubMed
Brown, WA (2007). Treatment response in melancholia. Acta Psychiatrica Scandinavica 433, 125129.CrossRefGoogle Scholar
Bruhl, AB, Kaffenberger, T, Herwig, U (2010). Serotonergic and noradrenergic modulation of emotion processing by single dose antidepressants. Neuropsychopharmacology 35, 521533.CrossRefGoogle ScholarPubMed
Carney, MWP, Roth, M, Garside, RF (1965). The diagnosis of depressive syndromes and the prediction of E.C.T. response. British Journal of Psychiatry 111, 659674.CrossRefGoogle ScholarPubMed
Chen, CH, Ridler, K, Suckling, J, Williams, S, Fu, CH, Merlo-Pich, E, Bullmore, E (2007). Brain imaging correlates of depressive symptom severity and predictors of symptom improvement after antidepressant treatment. Biological Psychiatry 62, 407414.CrossRefGoogle ScholarPubMed
Deyi, BA, Kosinski, AS, Snapinn, SM (1998). Power considerations when a continuous outcome variable is dichotomized. Journal of Biopharmaceutical Statistics 8, 337352.CrossRefGoogle Scholar
Dimidjian, S, Hollon, SD, Dobson, KS, Schmaling, KB, Kohlenberg, RJ, Addis, ME, Gallop, R, McGlinchey, JB, Markley, DK, Gollan, JK, Atkins, DC, Dunner, DL, Jacobson, NS (2006). Randomized trial of behavioral activation, cognitive therapy, and antidepressant medication in the acute treatment of adults with major depression. Journal of Consulting and Clinical Psychology 74, 658670.CrossRefGoogle ScholarPubMed
Fava, M, Rush, AJ, Alpert, JE, Balasubramani, GK, Wisniewski, SR, Carmin, CN, Biggs, MM, Zisook, S, Leuchter, A, Howland, R, Warden, D, Trivedi, MH (2008). Difference in treatment outcome in outpatients with anxious versus nonanxious depression: a STAR*D report. American Journal of Psychiatry 165, 342351.CrossRefGoogle Scholar
Fava, M, Uebelacker, LA, Alpert, JE, Nierenberg, AA, Pava, JA, Rosenbaum, JF (1997). Major depressive subtypes and treatment response. Biological Psychiatry 42, 568576.CrossRefGoogle ScholarPubMed
Flett, GL, Vredenburg, K, Krames, L (1997). The continuity of depression in clinical and nonclinical samples. Psychological Bulletin 121, 395416.CrossRefGoogle ScholarPubMed
Frank, E, Prien, RF, Jarrett, RB, Keller, MB, Kupfer, DJ, Lavori, PW, Rush, AJ, Weissman, MM (1991). Conceptualization and rationale for consensus definitions of terms in major depressive disorder. Remission, recovery, relapse, and recurrence. Archives of General Psychiatry 48, 851855.CrossRefGoogle ScholarPubMed
Hamilton, M (1967). Development of a rating scale for primary depressive illness. British Journal of Clinical Psychology 6, 278296.Google ScholarPubMed
Howland, RH, Wilson, MG, Kornstein, SG, Clayton, AH, Trivedi, MH, Wohlreich, MM, Fava, M (2008). Factors predicting reduced antidepressant response: experience with the SNRI duloxetine in patients with major depression. Annals of Clinical Psychiatry 20, 209218.CrossRefGoogle ScholarPubMed
Jacobson, NS, Dobson, KS, Truax, PA, Addis, ME, Koerner, K, Gollan, JK, Gortner, E, Prince, SE (1996). A component analysis of cognitive-behavioral treatment for depression. Journal of Consulting and Clinical Psychology 64, 295304.CrossRefGoogle ScholarPubMed
Joyce, PR, Mulder, RT, McKenzie, JM, Luty, SE, Cloninger, CR (2004). Atypical depression, atypical temperament and a differential antidepressant response to fluoxetine and nortriptyline. Depression and Anxiety 19, 180186.CrossRefGoogle Scholar
Korszun, A, Moskvina, V, Brewster, S, Craddock, N, Ferrero, F, Gill, M, Jones, IR, Jones, LA, Maier, W, Mors, O, Owen, MJ, Preisig, M, Reich, T, Rietschel, M, Farmer, A, McGuffin, P (2004). Familiality of symptom dimensions in depression. Archives of General Psychiatry 61, 468474.CrossRefGoogle ScholarPubMed
Kraemer, HC, Kupfer, DJ (2006). Size of treatment effects and their importance to clinical research and practice. Biological Psychiatry 59, 990996.CrossRefGoogle ScholarPubMed
Leuchter, AF, Cook, IA, Gilmer, WS, Marangell, LB, Burgoyne, KS, Howland, RH, Trivedi, MH, Zisook, S, Jain, R, Fava, M, Iosifescu, D, Greenwald, S (2009). Effectiveness of a quantitative electroencephalographic biomarker for predicting differential response or remission with escitalopram and bupropion in major depressive disorder. Psychiatry Research 169, 132138.CrossRefGoogle ScholarPubMed
Leykin, Y, Amsterdam, JD, DeRubeis, RJ, Gallop, R, Shelton, RC, Hollon, SD (2007). Progressive resistance to a selective serotonin reuptake inhibitor but not to cognitive therapy in the treatment of major depression. Journal of Consulting and Clinical Psychology 75, 267276.CrossRefGoogle Scholar
Mallinckrodt, CH, Zhang, L, Prucka, WR, Millen, BA (2010). Signal detection and placebo response in schizophrenia: parallels with depression. Psychopharmacology Bulletin 43, 5372.Google ScholarPubMed
McGrath, PJ, Khan, AY, Trivedi, MH, Stewart, JW, Morris, DW, Wisniewski, SR, Miyahara, S, Nierenberg, AA, Fava, M, Rush, JA (2008). Response to a selective serotonin reuptake inhibitor (citalopram) in major depressive disorder with melancholic features: a STAR*D report. Journal of Clinical Psychiatry 69, 18471855.CrossRefGoogle Scholar
McGrath, PJ, Stewart, JW, Janal, MN, Petkova, E, Quitkin, FM, Klein, DF (2000). A placebo-controlled study of fluoxetine versus imipramine in the acute treatment of atypical depression. American Journal of Psychiatry 157, 344350.CrossRefGoogle ScholarPubMed
Mead, GE, Morley, W, Campbell, P, Greig, CA, McMurdo, M, Lawlor, DA (2009). Exercise for depression. Cochrane Database of Systematic Reviews (4), CD004366.CrossRefGoogle ScholarPubMed
Montgomery, SA, Åsberg, M (1979). A new depression scale designed to be sensitive to change. British Journal of Psychiatry 134, 382389.CrossRefGoogle ScholarPubMed
Nelson, JC (2010). Anxiety does not predict response to duloxetine in major depression: results of a pooled analysis of individual patient data from 11 placebo-controlled trials. Depression and Anxiety 27, 1218.CrossRefGoogle Scholar
Parker, G (2007). Defining melancholia: the primacy of psychomotor disturbance. Acta Psychiatrica Scandinavica. Supplementum (433), 2130.CrossRefGoogle ScholarPubMed
Parker, G, Fletcher, K, Hyett, M, Hadzi-Pavlovic, D, Barrett, M, Synnott, H (2009). Measuring melancholia: the utility of a prototypic symptom approach. Psychological Medicine 39, 989998.CrossRefGoogle ScholarPubMed
Parker, G, Wilhelm, K, Mitchell, P, Roy, K, Hadzi-Pavlovic, D (1999). Subtyping depression: testing algorithms and identification of a tiered model. Journal of Nervous and Mental Disease 187, 610617.CrossRefGoogle ScholarPubMed
Paykel, ES, Rowan, PR, Parker, RR, Bhat, AV (1982). Response to phenelzine and amitriptyline in subtypes of outpatient depression. Archives of General Psychiatry 39, 10411049.CrossRefGoogle ScholarPubMed
Perlis, RH, Patrick, A, Smoller, JW, Wang, PS (2009). When is pharmacogenetic testing for antidepressant response ready for the clinic? A cost-effectiveness analysis based on data from the STAR*D study. Neuropsychopharmacology 34, 22272236.CrossRefGoogle Scholar
Perry, PJ (1996). Pharmacotherapy for major depression with melancholic features: relative efficacy of tricyclic versus selective serotonin reuptake inhibitor antidepressants. Journal of Affective Disorders 39, 16.CrossRefGoogle ScholarPubMed
Prisciandaro, JJ, Roberts, JE (2005). A taxometric investigation of unipolar depression in the National Comorbidity Survey. Journal of Abnormal Psychology 114, 718728.CrossRefGoogle ScholarPubMed
Prisciandaro, JJ, Roberts, JE (2009). A comparison of the predictive abilities of dimensional and categorical models of unipolar depression in the National Comorbidity Survey. Psychological Medicine 39, 10871096.CrossRefGoogle ScholarPubMed
Raison, CL, Borisov, AS, Majer, M, Drake, DF, Pagnoni, G, Woolwine, BJ, Vogt, GJ, Massung, B, Miller, AH (2009). Activation of central nervous system inflammatory pathways by interferon-alpha: relationship to monoamines and depression. Biological Psychiatry 65, 296303.CrossRefGoogle ScholarPubMed
Rasmussen, NA, Schroder, P, Olsen, LR, Brodsgaard, M, Unden, M, Bech, P (2005). Modafinil augmentation in depressed patients with partial response to antidepressants: a pilot study on self-reported symptoms covered by the Major Depression Inventory (MDI) and the Symptom Checklist (SCL-92). Nordic Journal of Psychiatry 59, 173178.CrossRefGoogle ScholarPubMed
Rush, AJ, Gullion, CM, Basco, MR, Jarrett, RB, Trivedi, MH (1996). The Inventory of Depressive Symptomatology (IDS): psychometric properties. Psychological Medicine 26, 477486.CrossRefGoogle ScholarPubMed
Rush, AJ, Trivedi, MH, Ibrahim, HM, Carmody, TJ, Arnow, B, Klein, DN, Markowitz, JC, Ninan, PT, Kornstein, S, Manber, R, Thase, ME, Kocsis, JH, Keller, MB (2003). The 16-item Quick Inventory of Depressive Symptomatology (QIDS), clinician rating (QIDS-C), and self-report (QIDS-SR): a psychometric evaluation in patients with chronic major depression. Biological Psychiatry 54, 573583.CrossRefGoogle ScholarPubMed
Rush, AJ, Trivedi, MH, Wisniewski, SR, Nierenberg, AA, Stewart, JW, Warden, D, Niederehe, G, Thase, ME, Lavori, PW, Lebowitz, BD, McGrath, PJ, Rosenbaum, JF, Sackeim, HA, Kupfer, DJ, Luther, J, Fava, M (2006). Acute and longer-term outcomes in depressed outpatients requiring one or several treatment steps: a STAR*D report. American Journal of Psychiatry 163, 19051917.CrossRefGoogle ScholarPubMed
Russell, JM, Koran, LM, Rush, J, Hirschfeld, RM, Harrison, W, Friedman, ES, Davis, S, Keller, M (2001). Effect of concurrent anxiety on response to sertraline and imipramine in patients with chronic depression. Depression and Anxiety 13, 1827.3.0.CO;2-M>CrossRefGoogle ScholarPubMed
Schatzberg, AF, Rush, AJ, Arnow, BA, Banks, PL, Blalock, JA, Borian, FE, Howland, R, Klein, DN, Kocsis, JH, Kornstein, SG, Manber, R, Markowitz, JC, Miller, I, Ninan, PT, Rothbaum, BO, Thase, ME, Trivedi, MH, Keller, MB (2005). Chronic depression: medication (nefazodone) or psychotherapy (CBASP) is effective when the other is not. Archives of General Psychiatry 62, 513520.CrossRefGoogle ScholarPubMed
Siegle, GJ, Steinhauer, SR, Friedman, ES, Thompson, WS, Thase, ME (2011). Remission prognosis for cognitive therapy for recurrent depression using the pupil: utility and neural correlates. Biological Psychiatry 69, 726733.CrossRefGoogle ScholarPubMed
Stewart, JW, McGrath, PJ, Fava, M, Wisniewski, SR, Zisook, S, Cook, I, Nierenberg, AA, Trivedi, MH, Balasubramani, GK, Warden, D, Lesser, I, John, RA (2010). Do atypical features affect outcome in depressed outpatients treated with citalopram? International Journal of Neuropsychopharmacology 13, 1530.CrossRefGoogle ScholarPubMed
Streiner, DL (2002). Breaking up is hard to do: the heartbreak of dichotomizing continuous data. Canadian Journal of Psychiatry 47, 262266.CrossRefGoogle Scholar
Taylor, MJ, Freemantle, N, Geddes, JR, Bhagwagar, Z (2006). Early onset of selective serotonin reuptake inhibitor antidepressant action: systematic review and meta-analysis. Archives of General Psychiatry 63, 12171223.CrossRefGoogle ScholarPubMed
Thase, ME (2009). Atypical depression: useful concept, but it's time to revise the DSM-IV criteria. Neuropsychopharmacology 34, 26332641.CrossRefGoogle ScholarPubMed
Thase, ME, Fava, M, DeBattista, C, Arora, S, Hughes, RJ (2006). Modafinil augmentation of SSRI therapy in patients with major depressive disorder and excessive sleepiness and fatigue: a 12-week, open-label, extension study. CNS Spectrums 11, 93–102.CrossRefGoogle ScholarPubMed
Trivedi, MH, Rush, AJ, Wisniewski, SR, Nierenberg, AA, Warden, D, Ritz, L, Norquist, G, Howland, RH, Lebowitz, B, McGrath, PJ, Shores-Wilson, K, Biggs, MM, Balasubramani, GK, Fava, M (2006). Evaluation of outcomes with citalopram for depression using measurement-based care in STAR*D: implications for clinical practice. American Journal of Psychiatry 163, 2840.CrossRefGoogle Scholar
Uher, R, Dernovsek, MZ, Mors, O, Hauser, J, Souery, D, Zobel, A, Maier, W, Henigsberg, N, Kalember, P, Rietschel, M, Placentino, A, Mendlewicz, J, Aitchison, KJ, McGuffin, P, Farmer, A (2011). Melancholic, atypical and anxious depression subtypes and outcome of treatment with escitalopram and nortriptyline. Journal of Affective Disorders 132, 112120.CrossRefGoogle ScholarPubMed
Uher, R, Farmer, A, Maier, W, Rietschel, M, Hauser, J, Marusic, A, Mors, O, Elkin, A, Williamson, RJ, Schmael, C, Henigsberg, N, Perez, J, Mendlewicz, J, Janzing, JG, Zobel, A, Skibinska, M, Kozel, D, Stamp, AS, Bajs, M, Placentino, A, Barreto, M, McGuffin, P, Aitchison, KJ (2008). Measuring depression: comparison and integration of three scales in the GENDEP study. Psychological Medicine 38, 289300.CrossRefGoogle ScholarPubMed
Uher, R, Maier, W, Hauser, J, Marusic, A, Schmael, C, Mors, O, Henigsberg, N, Souery, D, Placentino, A, Rietschel, M, Zobel, A, Dmitrzak-Weglarz, M, Petrovic, A, Jorgensen, L, Kalember, P, Giovannini, C, Barreto, M, Elkin, A, Landau, S, Farmer, A, Aitchison, KJ, McGuffin, P (2009 a). Differential efficacy of escitalopram and nortriptyline on dimensional measures of depression. British Journal of Psychiatry 194, 252259.CrossRefGoogle ScholarPubMed
Uher, R, Mors, O, Hauser, J, Rietschel, M, Maier, W, Kozel, D, Henigsberg, N, Souery, D, Placentino, A, Perroud, N, Dernovsek, MZ, Strohmaier, J, Larsen, ER, Zobel, A, Leszczynska-Rodziewicz, A, Kalember, P, Pedrini, L, Linotte, S, Gunasinghe, C, Aitchison, KJ, McGuffin, P, Farmer, A (2009 b). Body weight as a predictor of antidepressant efficacy in the GENDEP project. Journal of Affective Disorders 118, 147154.CrossRefGoogle ScholarPubMed
Uher, R, Mors, O, Rietschel, M, Rajewska-Rager, A, Petrovic, A, Zobel, A, Henigsberg, N, Mendlewicz, J, Aitchison, KJ, Farmer, A, McGuffin, P (in press). Early and delayed onset of response to antidepressants in individual trajectories of change during treatment of major depression. Journal of Clinical Psychiatry.Google Scholar
Uher, R, Muthen, B, Souery, D, Mors, O, Jaracz, J, Placentino, A, Petrovic, A, Zobel, A, Henigsberg, N, Rietschel, M, Aitchison, KJ, Farmer, A, McGuffin, P (2010). Trajectories of change in depression severity during treatment with antidepressants. Psychological Medicine 40, 13671377.CrossRefGoogle ScholarPubMed
Veen, G, van Vliet, IN, Derijk, RH, Giltay, EJ, van Pelt, J, Zitman, FG (2011). Basal cortisol levels in relation to dimensions and DSM-IV categories of depression and anxiety. Psychiatry Research 185, 121128.CrossRefGoogle ScholarPubMed
Wardenaar, KJ, Vreeburg, SA, van Veen, T, Giltay, EJ, Veen, G, Penninx, BW, Zitman, FG (2011). Dimensions of depression and anxiety and the hypothalamo-pituitary-adrenal axis. Biological Psychiatry 69, 366373.CrossRefGoogle ScholarPubMed
Wing, JK, Sartorius, N, Ustin, TB (1998). Diagnosis and Clinical Measurement in Psychiatry. A Reference Manual for SCAN. World Health Organization: Geneva.CrossRefGoogle Scholar
Supplementary material: File

Uher Supplementary Material

Uher Supplementary Material

Download Uher Supplementary Material(File)
File 154.1 KB