Predicting optimal outcomes in cognitive therapy or interpersonal psychotherapy for depressed individuals using the personalized advantage index approach

PLoS ONE

Volumn 10, Issue 11, 2015, Pages

  Huibers, Marcus J H ^a,b   Cohen, Zachary D ^b   Lemmens, Lotte H J M ^c   Arntz, Arnoud ^d   Peeters, Frenk P M L ^c   Cuijpers, Pim ^a   DeRubeis, Robert J ^a,b  

^a VU UNIVERSITY AMSTERDAM   (Netherlands)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

^c MAASTRICHT UNIVERSITY   (Netherlands)

^d UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ACHIEVEMENT; ADULT; AGED; ANXIETY DISORDER; ARTICLE; ATTRIBUTIONAL STYLE; BECK DEPRESSION INVENTORY; COGNITIVE DEFECT; COGNITIVE THERAPY; CONTROLLED STUDY; DECISION MAKING; DEPRESSION; EMPLOYMENT STATUS; FEMALE; HUMAN; INTERPERSONAL PSYCHOTHERAPY; INTERPERSONAL SELF SACRIFICING; LIFE EVENT; MAJOR CLINICAL STUDY; MENTAL HEALTH CARE; PARANOIA; PERSONALITY DISORDER; PERSONALIZED ADVANTAGE INDEX; PERSONALIZED MEDICINE; PSYCHOLOGICAL RATING SCALE; PSYCHOSOMATIC DISORDER; PSYCHOTHERAPY; QUALITY OF LIFE; SELF CONCEPT; TREATMENT OUTCOME; ADOLESCENT; COMPARATIVE STUDY; DEPRESSIVE DISORDER; MALE; MIDDLE AGED; PROGNOSIS; PSYCHOLOGIC TEST; PSYCHOLOGICAL MODEL; RANDOMIZED CONTROLLED TRIAL; RETROSPECTIVE STUDY; YOUNG ADULT;

ADOLESCENT; ADULT; AGED; COGNITIVE THERAPY; DEPRESSIVE DISORDER; FEMALE; HUMANS; LIFE CHANGE EVENTS; MALE; MIDDLE AGED; MODELS, PSYCHOLOGICAL; PROGNOSIS; PSYCHOLOGICAL TESTS; PSYCHOTHERAPY; QUALITY OF LIFE; RETROSPECTIVE STUDIES; TREATMENT OUTCOME; YOUNG ADULT;

EID: 84954139071     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0140771     Document Type: Article

References (36)

1. Jakobsen JC, Hansen JL, Simonsen S, Simonsen E, Gluud C. Effects of cognitive therapy versus interpersonal psychotherapy in patients with major depressive disorder: A systematic review of randomized clinical trials with meta-Analyses and trial sequential analyses. Psychol Med. 2012; 42(7):1343-57. Epub 2011/11/05. doi: 10.1017/s0033291711002236 .
2. Elkin I, Shea MT, Watkins JT, Imber SD, Sotsky SM, Collins JF, et al. NIMH treatment of depression collaborative research program. General effectiveness of treatments. Archives of General Psychiatry. 1989; 46:971-82.
3. Luty SE, Carter JD, McKenzie JM, Rae AM, Frampton CM, Mulder RT, et al. Randomised controlled trial of interpersonal psychotherapy and cognitive-behavioural therapy for depression. Br J Psychiatry. 2007; 190:496-502. Epub 2007/06/02. doi: 190/6/496 [pii] doi: 10.1192/bjp.bp.106.024729 .
4. Quilty LC, McBride C, Bagby RM. Evidence for the cognitive mediational model of cognitive behavioural therapy for depression. Psychol Med. 2008; 38(11):1531-41. Epub 2008/06/27. doi: 10.1017/s0033291708003772 .
5. Bellino S, Zizza M, Rinaldi C, Bogetto F. Combined therapy of major depression with concomitant borderline personality disorder: comparison of interpersonal and cognitive psychotherapy. Canadian journal of psychiatry Revue canadienne de psychiatrie. 2007; 52(11):718-25. Epub 2008/04/11. .
6. Neimeyer RA, Weiss ME. Cognitive and symptomatic predictors of outcome of group therapies for depression. Journal of Cognitive Psychotherapy: An International Quaterly. 1990; 4:23-32.
7. Kraemer HC, Wilson GT, Fairburn CG, Agras WS. Mediators and moderators of treatment effects in randomized clinical trials. Archives of General Psychiatry. 2002; 59(10):877-83. .
8. Elkin I, Gibbons RD, Shea MT, Sotsky SM, Watkins JT, Pilkonis PA, et al. Initial severity and differential treatment outcome in the National Institute of Mental Health Treatment of Depression Collaborative Research Program. J Consult Clin Psychol. 1995; 63(5):841-7. Epub 1995/10/01. .
9. Sotsky SM, Glass DR, Shea MT, Pilkonis PA, Collins JF, Elkin I, et al. Patient predictors of response to psychotherapy and pharmacotherapy: findings in the NIMH Treatment of Depression Collaborative Research Program. Am J Psychiatry. 1991; 148(8):997-1008. Epub 1991/08/01. .
10. Carter JD, Luty SE, McKenzie JM, Mulder RT, Frampton CM, Joyce PR. Patient predictors of response to cognitive behaviour therapy and interpersonal psychotherapy in a randomised clinical trial for depression. J Affect Disord. 2011; 128(3):252-61. Epub 2010/08/03. doi: S0165-0327(10)00470-2 [pii] doi: 10.1016/j.jad.2010.07.002 .
11. Joyce PR, McKenzie JM, Carter JD, Rae AM, Luty SE, Frampton CM, et al. Temperament, character and personality disorders as predictors of response to interpersonal psychotherapy and cognitivebehavioural therapy for depression. Br J Psychiatry. 2007; 190:503-8. Epub 2007/06/02. doi: 190/6/503 [pii] doi: 10.1192/bjp.bp.106.024737
12. Hamburg MA, Collins FS. The path to personalized medicine. The New England journal of medicine. 2010; 363(4):301-4. Epub 2010/06/17. doi: 10.1056/NEJMp1006304 .
13. Simon GE, Perlis RH. Personalized Medicine for Depression: Can We Match Patients With Treatments? Am J Psychiatry. 2010;(Epub ahead of print). .
14. Winter SE, Barber JP. Should treatment for depression be based more on patient preference? Patient preference and adherence. 2013; 7:1047-57. Epub 2013/10/22. doi: 10.2147/ppa.s52746
15. Cuijpers P, Reynolds CF 3rd, Donker T, Li J, Andersson G, Beekman A. Personalized treatment of adult depression: medication, psychotherapy, or both? A systematic review. Depress Anxiety. 2012; 29 (10):855-64. Epub 2012/07/21. doi: 10.1002/da.21985 .
16. DeRubeis RJ, Cohen ZD, Forand NR, Fournier JC, Gelfand LA, Lorenzo-Luaces L. The Personalized Advantage Index: Translating research on prediction into individualized treatment recommendations. A demonstration. PLoS One. 2014; 9(1):e83875. Epub 2014/01/15. doi: 10.1371/journal.pone.0083875
17. Barber JP, Muenz LR. The role of avoidance and obsessiveness in matching patients to cognitive and interpersonal psychotherapy: empirical findings from the treatment for depression collaborative research program. J Consult Clin Psychol. 1996; 64(5):951-8. Epub 1996/10/01. .
18. Fournier JC, DeRubeis RJ, Shelton RC, Gallop R, Amsterdam JD, Hollon SD. Antidepressant medications v. cognitive therapy in people with depression with or without personality disorder. Br J Psychiatry. 2008; 192(2):124-9. Epub 2008/02/05. doi: 192/2/124 [pii] doi: 10.1192/bjp.bp.107.037234
19. Fournier JC, DeRubeis RJ, Shelton RC, Hollon SD, Amsterdam JD, Gallop R. Prediction of response to medication and cognitive therapy in the treatment of moderate to severe depression. J Consult Clin Psychol. 2009; 77(4):775-87. Epub 2009/07/29. doi: 2009-11168-016 [pii] doi: 10.1037/a0015401
20. Leykin Y, Amsterdam JD, DeRubeis RJ, Gallop R, Shelton RC, Hollon SD. Progressive resistance to a selective serotonin reuptake inhibitor but not to cognitive therapy in the treatment of major depression. J Consult Clin Psychol. 2007; 75(2):267-76. Epub 2007/05/02. doi: 2007-04141-007 [pii] doi: 10.1037/0022-006X.75.2.267 .
21. DeRubeis RJ, Hollon SD, Amsterdam JD, Shelton RC, Young PR, Salomon RM, et al. Cognitive therapy vs medications in the treatment of moderate to severe depression. Arch Gen Psychiatry. 2005; 62 (4):409-16. Epub 2005/04/06. doi: 62/4/409 [pii] doi: 10.1001/archpsyc.62.4.409 .
22. Lemmens LH, Arntz A, Peeters F, Hollon SD, Roefs A, Huibers MJ. Clinical effectiveness of cognitive therapy vs. interpersonal psychotherapy for depression: results of a randomized controlled trial. Psychological Medicine. 2015:1-16.
23. Huibers MJ, van Breukelen G, Roelofs J, Hollon SD, Markowitz JC, van Os J, et al. Predicting response to cognitive therapy and interpersonal therapy, with or without antidepressant medication, for major depression: A pragmatic trial in routine practice. J Affect Disord. 2014; 152-154:146-54. Epub 2013/09/26. doi: 10.1016/j.jad.2013.08.027 .
24. Lemmens LH, Arntz A, Peeters FP, Hollon SD, Roefs A, Huibers MJ. Effectiveness, relapse prevention and mechanisms of change of cognitive therapy vs. interpersonal therapy for depression: Study protocol for a randomised controlled trial. Trials. 2011; 12:150. Epub 2011/06/16. doi: 10.1186/1745-6215-12-150
25. Beck AT, Steer R, Brown GK. Beck Depression Inventory II: Manual. Boston: Hartcourt Brace.; 1996.
26. First MB, Spitzer RL, Gibbon M, Williams JBW. Structured Clinical Interview for DSM-IV Axis I Disorders. New York: Biometrics Research Department, New York State Psychiatric Institute; 1996.
27. Beck AT, Rush AJ, Shaw BF, Emery G. Cognitive therapy of depression. New York: Guilford; 1979.
28. Klerman GL, Weissman MM, Rounsaville BJ, Chevron ES. Interpersonal psychotherapy for depression. New York: Basic Books; 1984.
29. Kraemer HC, Blasey CM. Centring in regression analyses: A strategy to prevent errors in statistical inference. International journal of methods in psychiatric research. 2004; 13(3):141-51. Epub 2004/08/07
30. Efron B, Gong G. A leisurely look at the bootstrap, the jackknife and cross-validation. The American Statistician. 1983; 37:36-48.
31. Harrell FE, Lee KL, Mark DB. Tutorial in biostatistics mutlivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Statistics in Medicine. 1996; 15:361-87.
32. Hiroe T, Kojima M, Yamamoto I, Nojima S, Kinoshita Y, Hashimoto N, et al. Gradations of clinical severity and sensitivity to change assessed with the Beck Depression Inventory-II in Japanese patients with depression. Psychiatry research. 2005; 135(3):229-35. Epub 2005/07/06. doi: 10.1016/j.psychres. 2004.03.014 .
33. Cuijpers P, Dekker J, Hollon SD, Andersson G. Adding psychotherapy to pharmacotherapy in the treatment of depressive disorders in adults: A meta-Analysis. J Clin Psychiatry. 2009; 70(9):1219-29. Epub 2009/10/13. doi: 10.4088/JCP.09r05021 .
34. Kazdin AE. Mediators and mechanisms of change in psychotherapy research. Annual Review of Clinical Psychology. 2007; 3:1-27. .
35. van Schaik DJ, Klijn AF, van Hout HP, van Marwijk HW, Beekman AT, de Haan M, et al. Patients' preferences in the treatment of depressive disorder in primary care. Gen Hosp Psychiatry. 2004; 26 (3):184-9. Epub 2004/05/04. doi: 10.1016/j.genhosppsych.2003.12.001 .
36. Kraemer HC. Discovering, comparing, and combining moderators of treatment on outcome after randomized clinical trials: A parametric approach. Stat Med. 2013; 32(11):1964-73. Epub 2013/01/11. doi: 10.1002/sim.5734