The interplay between cognitive risk and resilience factors in remitted depression: A network analysis

Journal of Affective Disorders

Volumn 195, Issue , 2016, Pages 96-104

  Hoorelbeke, Kristof ^a   Marchetti, Igor ^a   De Schryver, Maarten ^a   Koster, Ernst H W ^a  

^a GHENT UNIVERSITY   (Belgium)

Author keywords

Cognitive control; Depression; Network; Remission; Resilience; Vulnerability

Indexed keywords

ADAPTIVE EMOTION REGULATION; ADULT; ALGORITHM; ARTICLE; ASSOCIATION NETWORK; BEHAVIOR RATING INVENTORY OF EXECUTIVE FUNCTION; COGNITION; CONCENTRATION NETWORK; COPING BEHAVIOR; CROSS-SECTIONAL STUDY; DEPRESSION; DEPRESSION ASSESSMENT; EMOTIONALITY; EXECUTIVE FUNCTION; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MALADAPTIVE EMOTION REGULATION; MALE; MENTAL PATIENT; PACED AUDITORY SERIAL ADDITION TEST; PRIORITY JOURNAL; RELATIVE IMPORTANCE NETWORK; REMISSION OF DEPRESSION QUESTIONNAIRE; REMITTED DEPRESSED PATIENT; RESIDUAL SYMPTOMATOLOGY; RESILIENCE; SELF REPORT; SYMPTOMATOLOGY; TASK PERFORMANCE; WORKING MEMORY; AFFECTIVE SYMPTOMS; BEHAVIOR; FACTUAL DATABASE; MEMORY DISORDERS; MIDDLE AGED; NEUROPSYCHOLOGICAL TEST; PROTECTION; PSYCHOLOGICAL MODEL; PSYCHOLOGICAL RESILIENCE; PSYCHOLOGY; PSYCHOMOTOR PERFORMANCE; RISK FACTOR; SHORT TERM MEMORY;

ADULT; AFFECTIVE SYMPTOMS; BEHAVIOR; COGNITION; CROSS-SECTIONAL STUDIES; DATABASES, FACTUAL; DEPRESSION; FEMALE; HUMANS; MALE; MEMORY DISORDERS; MEMORY, SHORT-TERM; MIDDLE AGED; MODELS, PSYCHOLOGICAL; NEUROPSYCHOLOGICAL TESTS; PROTECTIVE FACTORS; PSYCHOMOTOR PERFORMANCE; RESILIENCE, PSYCHOLOGICAL; RISK FACTORS;

EID: 84961169763     PISSN: 01650327     EISSN: 15732517     Source Type: Journal    
DOI: 10.1016/j.jad.2016.02.001     Document Type: Article

References (74)

1. A. Aldao, and S. Nolen-Hoeksema Specificity of cognitive emotion regulation strategies: a transdiagnostic examination Behav. Res. Ther. 48 2010 974 983
2. D. Borsboom, and A.O.J. Cramer Network analysis: an integrative approach to the structure of psychopathology Annu. Rev. Clin. Psychol. 9 2013 91 121 10.1146/annurev-clinpsy-050212-185608
3. D. Borsboom, A.O.J. Cramer, V.D. Schmittmann, S. Epskamp, and L.J. Waldorp The small world of psychopathology PLoS One 6 2011 e27407 10.1371/journal.pone.0027407
4. H.M. Burke, M.C. Davis, C. Otte, and D.C. Mohr Depression and cortisol responses to psychological stress: a meta-analysis Psychoneuroendocrinology 30 2005 846 856
5. L.M. Bylsma, B.H. Morris, and J. Rottenberg A meta-analysis of emotional reactivity in major depressive disorder Clin. Psychol. Rev. 28 2008 676 691
6. R.C.K. Chan, Y. Wang, Z. Ma, X.H. Hong, Y.B. Yuan, X. Yu, Z.J. Li, D. Shum, and Q.Y. Gong Objective measures of prospective memory do not correlate with subjective complaints in schizophrenia Schizophr. Res. 103 2008 229 239
7. N. Cohen, S. Daches, N. Mor, and A. Henik Inhibition of negative content - a shared process in rumination and reappraisal Front. Psychol. 5 2014 662
8. N. Cohen, N. Mor, and A. Henik Linking executive control and emotional response: a training procedure to reduce rumination Clin. Psychol. Sci. 3 2015 15 25 10.1177/2167702614530114
9. G. Costantini, S. Epskamp, D. Borsboom, M. Perugini, R. Mottus, L.J. Waldorp, and A.O.J. Cramer State of the aRt personality research: a tutorial on network analysis of personality data in R J. Res. Personal. 54 2015 13 29
10. G. Costantini, J. Richetin, D. Borsboom, E.I. Fried, M. Rhemtulla, and M. Perugini Development of indirect measures of conscientiousness: combining a facets approach and network analysis Eur. J. Personal. 29 2015 548 567 10.1002/per.2014
11. D.R. Cox, and N. Wermuth Linear dependencies represented by chain graphs Stat. Sci. 8 1993 204 218
12. A.O.J. Cramer, L.J. Waldorp, H.L.J. van der Maas, and D. Borsboom Comorbidity: a network perspective Behav. Brain Sci. 33 2010 137 193 10.1017/S0140525X09991567
13. P. Cuijpers, R. de Graaf, and S. van Dorsselaer Minor depression: risk profiles, functional disability, health care use and risk of developing major depression J. Affect. Disord. 79 2004 71 79
14. E. De Lissnyder, E.H.W. Koster, L. Goubert, T. Onraedt, M.A. Vanderhasselt, and R. De Raedt Cognitive control moderates the association between stress and rumination J. Behav. Ther. Exp. Psychiatry 43 2012 519 525 10.1016/j.jbtep.2011.07.004
15. R. De Raedt, and E.H.W. Koster Understanding vulnerability for depression from a cognitive neuroscience perspective: a reappraisal of attentional factors and a new conceptual framework Cogn. Affect. Behav. Neurosci. 10 2010 50 70 10.3758/cabn.10.1.50
16. I. Demeyer, E. De Lissnyder, E.H.W. Koster, and R. De Raedt Rumination mediates the relationship between impaired cognitive control for emotional information and depressive symptoms: a prospective study in remitted depressed adults Behav. Res. Ther. 50 2012 292 297 10.1016/j.brat.2012.02.012
17. K. Demyttenaere, R. Bruffaerts, J. Posada-Villa, I. Gasquet, V. Kovess, J.P. Lepine, M.C. Angermeyer, S. Bernert, G. de Girolamo, P. Morosini, G. Polidori, T. Kikkawa, N. Kawakami, Y. Ono, T. Takeshima, H. Uda, E.G. Karam, J.A. Fayyad, A.N. Karam, Z.N. Mneimneh, M.E. Medina-Mora, G. Borges, C. Lara, R. de Graaf, J. Ormel, O. Gureje, Y.C. Shen, Y.Q. Huang, M.Y. Zhang, J. Alonso, J.M. Haro, G. Vilagut, E.J. Bromet, S. Gluzman, C. Webb, R.C. Kessler, K.R. Merikangas, J.C. Anthony, M.R. Von Korff, P.S. Wang, J. Alonso, T.S. Brugha, S. Aguilar-Gaxiola, S. Lee, S. Heeringa, B.E. Pennell, A.M. Zaslavsky, T.B. Ustun, S. Chatterji, and W.H.O.W.M.H.S. Conso Prevalence, severity, and unmet need for treatment of mental disorders in the World Health Organization World Mental Health Surveys J. Am. Med. Assoc. 291 2004 2581 2590
18. M. De Schryver, S. Vindevogel, A.E. Rasmussen, and A.O. Cramer Unpacking constructs: a network approach for studying war exposure, daily stressors and post-traumatic stress disorder Front. Psychol. 6 2015 10.3389/fpsyg.2015.01896
19. S. Epskamp, A.O.J. Cramer, L.J. Waldorp, V.D. Schmittmann, and D. Borsboom qgraph: network visualizations of relationships in psychometric data J. Stat. Softw. 48 2012 1 18
20. B.L. Fredrickson The role of positive emotions in positive psychology-the broaden-and-build theory of positive emotions Am. Psychol. 56 2001 218 226
21. B.L. Fredrickson, M.M. Tugade, C.E. Waugh, and G.R. Larkin What good are positive emotions in crises? A prospective study of resilience and emotions following the terrorist attacks on the United States on September 11th, 2001 J. Personal. Soc. Psychol. 84 2003 365 376
22. E.I. Fried Problematic assumptions have slowed down depression research: why symptoms, not syndromes are the way forward Front. Psychol. 6 2015 309
23. T.M.J. Fruchterman, and E.M. Reingold Graph drawing by force-directed placement Softw.:Pract. Exp. 21 1991 1129 1164 10.1002/spe.4380211102
24. E.L. Garland, B. Fredrickson, A.M. Kring, D.P. Johnson, P.S. Meyer, and D.L. Penn Upward spirals of positive emotions counter downward spirals of negativity: insights from the broaden-and-build theory and affective neuroscience on the treatment of emotion dysfunctions and deficits in psychopathology Clin. Psychol. Rev. 30 2010 849 864 10.1016/j.cpr.2010.03.002
25. N. Garnefski, and V. Kraaij Relationships between cognitive emotion regulation strategies and depressive symptoms: a comparative study of five specific samples Personal. Individ. Differ. 40 2006 1659 1669
26. N. Garnefski, V. Kraaij, and P. Spinhoven Negative life events, cognitive emotion regulation and emotional problems Personal. Individ. Differ. 30 2001 1311 1327 10.1016/s0191-8869(00)00113-6
27. N. Geschwind, F. Peeters, M. Drukker, J. van Os, and M. Wichers Mindfulness training increases momentary positive emotions and reward experience in adults vulnerable to depression: a randomized controlled trial J. Consult. Clin. Psychol. 79 2011 618 628
28. F.E. Griffiths, F.K. Boardman, P. Chondros, C.F. Dowrick, K. Densley, K.L. Hegarty, and J. Gunn The effect of strategies of personal resilience on depression recovery in an Australian cohort: a mixed methods study Health 19 2015 86 106
29. U. Groemping Relative importance for linear regression in R: the package relaimpo J. Stat. Softw. 17 2006 10.18637/jss.v017.i01
30. D.M.A. Gronwall Paced auditory serial addition task-measure of recovery from concussion Percept. Mot. Skills 44 1977 367 373
31. J.J. Gross The emerging field of emotion regulation: an integrative review Rev. Gen. Psychol. 2 1998 271 299 doi:1089-2680/98/$3.00
32. J.J. Gross, and O.P. John Individual differences in two emotion regulation processes: implications for affect, relationships, and well-being J. Personal. Soc. Psychol. 85 2003 348 362 10.1037/0022-3514.85.2.348
33. F. Hardeveld, J. Spijker, R. De Graaf, W.A. Nolen, and A.T.F. Beekman Prevalence and predictors of recurrence of major depressive disorder in the adult population Acta Psychiatr. Scand. 122 2010 184 191 10.1111/j.1600-0447.2009.01519.x
34. K. Hoorelbeke, L. Faelens, J. Behiels, and E.H.W. Koster Internet-delivered cognitive control training as a preventive intervention for remitted depressed patients: protocol for a randomized controlled trial BMC Psychiatry 15 2015 125
35. K. Hoorelbeke, E.H.W. Koster, I. Demeyer, T. Loeys, and M.-A. Vanderhasselt Effects of cognitive control training on the dynamics of (mal)adaptive emotion regulation in daily life Emotion 2016 (accepted for publication)
36. T.Q. Hu, D.J. Zhang, J.L. Wang, R. Mistry, G.M. Ran, and X.Q. Wang Relation between emotion regulation and mental health: a meta-analysis review Psychol. Rep. 114 2014 341 362 10.2466/03.20.PR0.114k22w4
37. J.W. Johnson A heuristic method for estimating the relative weight of predictor variables in multiple regression Multivar. Behav. Res. 35 2000 1 19 10.1207/S15327906MBR3501-1
38. J. Joormann, and C. D'Avanzato Emotion regulation in depression: examining the role of cognitive processes Cogn. Emot. 24 2010 913 939 10.1080/02699931003784939
39. J. Joormann, and I.H. Gotlib Updating the contents of working memory in depression: interference from irrelevant negative material J. Abnorm. Psychol. 117 2008 182 192 10.1037/0021-843x.117.1.182
40. J. Joormann, and M.W. Vanderlind Emotion regulation in depression: the role of biased cognition and reduced cognitive control Clin. Psychol. Sci. 2 2014 402 421 10.1177/2167702614536163
41. R. Kalisch, M.B. Müller, and O. Tüscher A conceptual framework for the neurobiological study of resilience Behav. Brain Sci. 38 2015 1 79 10.1017/S0140525X1400082X e0
42. S.L. Keng, M.J. Smoski, and C.J. Robins Effects of mindfulness on psychological health: a review of empirical studies Clin. Psychol. Rev. 31 2011 1041 1056
43. N. Kraemer, J. Schaefer, and A.-L. Boulesteix Regularized estimation of large-scale gene regulatory networks with Gaussian graphical models BMC Bioinform. 10 2009 384 10.1186/1471-2105-10-384
44. A.L. Leppin, P.R. Bora, J.C. Tilburt, M.R. Gionfriddo, C. Zeballos-Palacios, M.M. Dulohery, A. Sood, P.J. Erwin, J.P. Brito, K.R. Boehmer, and V.M. Montori The efficacy of resiliency training programs: a systematic review and meta-analysis of randomized trials PLoS One 9 2014 e111420 10.1371/journal.pone.0111420
45. A.F.B.D. Lima, and M.P.D. Fleck Subsyndromal depression: an impact on quality of life? J. Affect. Disord. 100 2007 163 169
46. I. Marchetti, E.H.W. Koster, E.J.S. Sonuga-Barke, and R. De Raedt The default mode network and recurrent depression: a neurobiological model of cognitive risk factors Neuropsychol. Rev. 22 2012 229 251 10.1007/s11065-012-9199-9
47. R.J. McNally, D.J. Robinaugh, G.W.Y. Wu, L. Wang, M.K. Deserno, and D. Borsboom Mental disorders as causal systems: a network approach to posttraumatic stress disorder Clin. Psychol. Sci. 2014 10.1177/2167702614553230
48. L.S. Middleton, D.R. Denney, S.G. Lynch, and B. Parmenter The relationship between perceived and objective cognitive functioning in multiple sclerosis Arch. Clin. Neuropsychol. 21 2006 487 494
49. A. Mowla, H. Ashkani, A. Ghanizadeh, G.R. Dehbozorgi, B. Sabayan, and A.H. Chohedri Do memory complaints represent impaired memory performance in patients with major depressive disorder? Depression Anxiety 25 2008 E92 E96 10.1002/da.20343
50. R.E. O'Hara, S. Armeli, M.H. Boynton, and H. Tennen Emotional stress-reactivity and positive affect among college students: the role of depression history Emotion 14 2014 193 202
51. M.L. Pe, F. Raes, and P. Kuppens The cognitive building blocks of emotion regulation: ability to update working memory moderates the efficacy of rumination and reappraisal on emotion PLoS One 8 2013 12 10.1371/journal.pone.0069071
52. Peeters, F., Nicolson, N., Wichers, M., Hacker, P., 2013. Remission of Depression Questionnaire - Dutch translation (RDQ-NL).
53. P. Philippot, and F. Brutoux Induced rumination dampens executive processes in dysphoric young adults J. Behav. Ther. Exp. Psychiatry 39 2008 219 227 10.1016/j.jbtep.2007.07.001
54. M. Portzky, G. Wagnild, D. De Bacquer, and K. Audenaert Psychometric evaluation of the Dutch Resilience Scale RS-nl on 3265 healthy participants: a confirmation of the association between age and resilience found with the Swedish version Scand. J. Caring Sci. 24 2010 86 92 10.1111/j.1471-6712.2010.00841.x
55. D.J. Robinaugh, N.J. LeBlanc, H.A. Vuletich, and R.J. McNally Network analysis of persistent complex bereavement disorder in conjugally bereaved adults J. Abnorm. Psychol. 123 2014 510 522 10.1037/abn0000002
56. R.M. Roth, C.E. Lance, P.K. Isquith, A.S. Fischer, and P.R. Giancola Confirmatory factor analysis of the behavior rating inventory of executive function-adult version in healthy adults and application to attention-deficit/hyperactivity disorder Arch. Clin. Neuropsychol. 28 2013 425 434 10.1093/arclin/act031
57. E. Scholte, and I. Noens BRIEF-A Handleiding: Vragenlijst executieve functies voor volwassenen 2011 Hogrefe Amsterdam
58. D.V. Sheehan, Y. Lecrubier, K.H. Sheehan, P. Amorim, J. Janavs, E. Weiller, T. Herqueta, R. Baker, and G.C. Dunbar The Mini-International Neuropsychiatric Interview (MINI): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10 J. Clin. Psychiatry 59 1989 22 33
59. D.A. Solomon, M.B. Keller, A.C. Leon, T.I. Mueller, P.W. Lavori, M.T. Shea, W. Coryel, M. Warshaw, C. Turvey, J.D. Maser, and J. Endicott Multiple recurrences of major depressive disorder Am. J. Psychiatry 157 2000 229 233
60. W. Songprakun, and T. McCann Effectiveness of a self-help manual on the promotion of resilience in individuals with depression in Thailand: a randomised controlled trial BMC Psychiatry 12 2012 12
61. S.M. Southwick, M. Vythilingam, and D.S. Charney The psychobiology of depression and resilience to stress: implications for prevention and treatment Annu. Rev. Clin. Psychol. 1 2005 255 291
62. M. Steinhardt, and C. Dolbier Evaluation of a resilience intervention to enhance coping strategies and protective factors and decrease symptomatology J. Am. Coll. Health 56 2008 445 453
63. A.M. Svendsen, L.V. Kessing, K. Munkholm, M. Vinberg, and K.W. Miskowiak Is there an association between subjective and objective measures of cognitive function in patients with affective disorders? Nord. J. Psychiatry 66 2012 248 253
64. T.N. Tombaugh A comprehensive review of the Paced Auditory Serial Addition Test (PASAT) Arch. Clin. Neuropsychol. 21 2006 53 76
65. I.M. Van Vliet, and E. De Beurs Het Mini Internationaal Neuropsychiatrisch Interview (MINI): Een kort gestructureerd diagnostisch psychiatrisch interview voor DSM-IV en ICD-10-stoornissen Tijdschr. Psychiatr. 49 2007 393 397
66. M.-A. Vanderhasselt, and R. De Raedt Impairments in cognitive control persist during remission from depression and are related to the number of past episodes: an event related potentials study Biol. Psychol. 81 2009 169 176
67. M.-A. Vanderhasselt, E.H.W. Koster, T. Onraedt, L. Bruyneel, L. Goubert, and R. De Raedt Adaptive cognitive emotion regulation moderates the relationship between dysfunctional attitudes and depressive symptoms during a stressful life period: a prospective study J. Behav. Ther. Exp. Psychiatry 45 2014 291 296 10.1016/j.jbtep.2014.01.003
68. G.M. Wagnild, and H.M. Young Development and psychometric evaluation of the resilience scale J. Nurs. Meas. 1 1993 165 178
69. R.N. Wagnild A review of the resilience scale J. Nurs. Meas. 17 2009 105 113
70. C.E. Waugh, and E.H.W. Koster A resilience framework for promoting stable remission from depression Clin. Psychol. Rev. 41 2015 49 60 10.1016/j.cpr.2014.05.004
71. A.J. Whitmer, and M.T. Banich Inhibition versus switching deficits in different forms of rumination Psychol. Sci. 18 2007 546 553
72. M.C. Wichers, I. Myin-Germeys, N. Jacobs, F. Peeters, G. Kenis, C. Derom, R. Vlietinck, P. Delespaul, and J. van Os Evidence that moment-to-moment variation in positive emotions buffer genetic risk for depression: a momentary assessment twin study Acta Psychiatr. Scand. 115 2007 451 457
73. M. Zimmerman, J.H. Martinez, N. Attiullah, M. Friedman, C. Toba, D.A. Boerescu, and M. Ragheb A new type of scale for determining remission from depression: the remission from depression questionnaire J. Psychiatr. Res. 47 2013 78 82 10.1016/j.jpsychires.2012.09.006
74. H. Zou The adaptive lasso and its oracle properties J. Am. Stat. Assoc. 101 2006 1418 1429 10.1198/016214506000000735