The impact of treatments for depression on the dynamic network structure of mental states: Two randomized controlled trials

Scientific Reports

Volumn 7, Issue , 2017, Pages

  Snippe, Evelien ^a,b   Viechtbauer, Wolfgang ^b   Geschwind, Nicole ^b   Klippel, Annelie ^b,c   De Jonge, Peter ^a,d   Wichers, Marieke ^a  

^a UNIVERSITY MEDICAL CENTER GRONINGEN   (Netherlands)

^b MAASTRICHT UNIVERSITY   (Netherlands)

^c UNIVERSITY OF LEUVEN   (Belgium)

^d UNIVERSITY OF GRONINGEN   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

IMIPRAMINE; TRICYCLIC ANTIDEPRESSANT AGENT;

ADOLESCENT; ADULT; COGNITIVE BEHAVIORAL THERAPY; DRUG EFFECT; FEMALE; HUMAN; MAJOR DEPRESSION; MALE; MIDDLE AGED; MINDFULNESS; NERVE CELL NETWORK; PATHOPHYSIOLOGY; PHYSIOLOGY; PROCEDURES; PSYCHOLOGY; QUALITY OF LIFE; RANDOMIZED CONTROLLED TRIAL (TOPIC); TREATMENT OUTCOME; YOUNG ADULT;

ADOLESCENT; ADULT; ANTIDEPRESSIVE AGENTS, TRICYCLIC; COGNITIVE BEHAVIORAL THERAPY; DEPRESSIVE DISORDER, MAJOR; FEMALE; HUMANS; IMIPRAMINE; MALE; MENTALIZATION; MIDDLE AGED; MINDFULNESS; NERVE NET; QUALITY OF LIFE; RANDOMIZED CONTROLLED TRIALS AS TOPIC; TREATMENT OUTCOME; YOUNG ADULT;

EID: 85038825595     PISSN: None     EISSN: 20452322     Source Type: Journal    
DOI: 10.1038/srep46523     Document Type: Article

References (35)

1. Kendler, K. S., Zachar, P. & Craver, C. What kinds of things are psychiatric disorders? Psychol. Med. 41, 1143-1150 (2011).
2. Cramer, A. O. J., and Waldorp, L. J., van der Maas, H. L. J. & Borsboom, D. Comorbidity: A network perspective. Behav. Brain Sci. 33, 137-150 (2010).
3. Wichers, M. The dynamic nature of depression: a new micro-level perspective of mental disorder that meets current challenges. Psychol. Med. 44, 1349-1360 (2014).
4. Kuppens, P., Allen, N. B. & Sheeber, L. B. Emotional Inertia and Psychological Maladjustment. Psychol. Sci. 21, 984-991 (2010).
5. Pe, M. L. et al. Emotion-network density in major depressive disorder. Clinical Psychological Science 3, 292-300 (2015).
6. Scheffer, M. et al. Anticipating Critical Transitions. Science 338, 344-348 (2012).
7. Wigman, J. T. W. et al. Exploring the underlying structure of mental disorders: Cross-diagnostic differences and similarities from a network perspective using both a top-down and a bottom-up approach. Psychol. Med. 45, 2375-2387 (2015).
8. Wichers, M. M., and Groot, P. C., Psychosystems, ESM Group & EWS Group. Critical Slowing Down as a Personalized Early Warning Signal for Depression. Psychother. Psychosom. 85, 114-6 (2016).
9. Nutt, D. J. Rationale for, barriers to, and appropriate medication for the long-term treatment of depression. J. Clin. Psychiatry 71 (2010).
10. Steinert, C., Hoffmann, M., Kruse, J. & Leichsenring, F. The prospective long-term course of adult depression in general practice and the community. A systematic literature review. J. Afect. Disord. 152-154, 65-75 (2014).
11. Hamaker, E. L. Why researchers should think 'within-person': A paradigmatic rationale. In Handbook of research methods for studying daily life (eds Mehl, M. R. & Conner, T. S.) 43-61 (New York, Guilford Press, 2012).
12. Bos, E. H. & Wanders, R. B. K. Group-Level Symptom Networks in Depression. JAMA Psychiatry 73, 411 (2016).
13. Csikszentmihalyi, M. & Larson, R. Validity and reliability of the experience-sampling method. J. Nerv. Ment. Dis. 175, 526-536 (1987).
14. Barge-Schaapveld, D. Q. Effects of antidepressant treatment on the quality of daily life: an experience sampling study. J. Clin. Psychiatry 63, 477-85 (2002).
15. Barge-Schaapveld, D., Nicolson, N. A., Berkof, J. & deVries, M. W. Quality of life in depression: Daily life determinants and variability. Psychiatry Res. 88, 173-189 (1999).
16. Geschwind, N., Peeters, F., Drukker, M., van Os, J. & Wichers, M. Mindfulness training increases momentary positive emotions and reward experience in adults vulnerable to depression: A randomized controlled trial. J. Consult. Clin. Psychol. 79, 618-628 (2011).
17. Richards, D. Prevalence and clinical course of depression: A review. Clin. Psychol Rev. 31, 1117-1125 (2011).
18. Tang, T. Z. et al. Personality change during depression treatment: A placebo-controlled trial. Arch. Gen. Psychiatry 66, 1322-1330 (2009).
19. Hawley, L. L., and Ho, M. R., Zuroff, D. C. & Blatt, S. J. Stress reactivity following brief treatment for depression: Differential effects of psychotherapy and medication. J. Consult. Clin. Psychol. 75, 244-256 (2007).
20. Segal, Z. V., Gemar, M. & Williams, S. Differential cognitive response to a mood challenge following successful cognitive therapy or pharmacotherapy for unipolar depression. J. Abnorm. Psychol. 108, 3-10 (1999).
21. Meadows, G. N. et al. Mindfulness-based cognitive therapy for recurrent depression: A translational research study with 2-year follow-up. Aust. N. Z. J. Psychiatry 48, 743-755 (2014).
22. Godfrin, K. A. & van Heeringen, C. The effects of mindfulness-based cognitive therapy on recurrence of depressive episodes, mental health and quality of life: A randomized controlled study. Behav. Res. Ther. 48, 738-746 (2010).
23. Hamilton, M. A Rating Scale for Depression. J. Neurol. Neurosurg. Psychiatry 23, 56-62 (1960).
24. Segal, Z. V., Williams, J. M. G. & Teasdale, J. D. Mindfulness-Based Cognitive Therapy For Depression (New York, The Guilford Press, 2002).
25. Rabe-Hesketh, S. & Skrondal, A. Multilevel and Longitudinal Modeling Using Stata, Second Edition (College Station, Texas, Stata press, 2008).
26. Snippe, E., Nyklíček, I., Schroevers, M. J. & Bos, E. H. The temporal order of change in daily mindfulness and affect during mindfulness-based stress reduction. Journal of Counseling Psychology 62, 106-114 (2015).
27. Bringmann, L. F. et al. A Network Approach to Psychopathology: New Insights into Clinical Longitudinal Data. PLoS One 8, e60188 (2013).
28. Curran, P. J. & Bauer, D. J. The Disaggregation of Within-Person and Between-Person Effects in Longitudinal Models of Change. Annu. Rev. Psychol. 62, 583-619 (2011).
29. Epskamp, S., Cramer, A. O. J., Waldorp, L. J., Schmittmann, V. D. & Borsboom, D. qgraph: Network Visualizations of Relationships in Psychometric Data. J. Stat. Softw. 48, 1-18 (2012).
30. Good, P. Permutation, parametric and bootstrap tests of hypotheses (Springer, 2005).
31. van Borkulo, C. et al. Association of Symptom Network Structure With the Course of Longitudinal Depression. JAMA Psychiatry 72, 1219-1226 (2015).
32. Barrat, A., Barthelemy, M., Pastor-Satorras, R. & Vespignani, A. The architecture of complex weighted networks. Proc. Natl. Acad. Sci. USA 101, 3747-3752 (2004).
33. Ernst, M. Permutation methods: A basis for exact inference. Stat. Sci. 19, 676-685 (2004).
34. R Core Team R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL http://www.R-project.org/(2013).
35. Pinheiro, J. C. & Bates, D. M. In Mixed-effects models in S and S-PLUS (Springer, New York, 2000).