A network approach to the comorbidity between posttraumatic stress disorder and major depressive disorder: The role of overlapping symptoms

被引:146
作者
Afzali, Mohammad H. [1 ]
Sunderland, Matthew [1 ]
Teesson, Maree [1 ]
Carragher, Natacha [2 ]
Mills, Katherine [1 ]
Slade, Tim [1 ]
机构
[1] UNSW Australia, NHMRC Ctr Res Excellence Mental Hlth & Substance, Natl Drug & Alcohol Res Ctr, Sydney, NSW, Australia
[2] UNSW, Faulty Med, Off Med Educ, Sydney, NSW, Australia
关键词
Posttraumatic stress disorder; Depression; Comorbidity; Network analysis; PTSD COMORBIDITY; NATIONAL-SURVEY; MENTAL-HEALTH; DSM; SPECIFICITY; CRITERIA; PERSPECTIVES;
D O I
10.1016/j.jad.2016.10.037
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: The role of symptom overlap between major depressive disorder and posttraumatic stress disorder in comorbidity between two disorders is unclear. The current study applied network analysis to map the structure of symptom associations between these disorders. Methods: Data comes from a sample of 909 Australian adults with a lifetime history of trauma and depressive symptoms. Data analysis consisted of the construction of two comorbidity networks of PTSD/MDD with and without overlapping symptoms, identification of the bridging symptoms, and computation of the centrality measures. Results: The prominent bridging role of four overlapping symptoms (i.e., sleep problems, irritability, concentration problems, and loss of interest) and five non-overlapping symptoms (i.e., feeling sad, feelings of guilt, psychomotor retardation, foreshortened future, and experiencing flashbacks) is highlighted. Limitations: The current study uses DSM-IV criteria for PTSD and does not take into consideration significant changes made to PTSD criteria in DSM-5. Moreover, due to cross-sectional nature of the data, network estimates do not provide information on whether a symptom actively triggers other symptoms or whether a symptom mostly is triggered by other symptoms. Conclusion: The results support the role of dysphoria-related symptoms in PTSD/MDD comorbidity. Moreover, Identification of central symptoms and bridge symptoms will provide useful targets for interventions that seek to intervene early in the development of comorbidity.
引用
收藏
页码:490 / 496
页数:7
相关论文
共 35 条
[1]  
[Anonymous], 2016, HDB PSYCHOMETRICS
[2]  
[Anonymous], 2013, PLoS One, DOI DOI https://doi.org/10.1371/journal.pone.0060188
[3]   Assessing the Specificity of Posttraumatic Stress Disorder's Dysphoric Items within the Dysphoria Model [J].
Armour, Cherie ;
Shevlin, Mark .
JOURNAL OF NERVOUS AND MENTAL DISEASE, 2013, 201 (10) :907-914
[4]   Testing the Dimensionality of PTSD and the Specificity of the Dysphoria Factor [J].
Armour, Cherie ;
Shevlin, Mark .
JOURNAL OF LOSS & TRAUMA, 2010, 15 (01) :11-27
[5]   Posttraumatic stress disorder and comorbid major depression: Is the correlation an illusion? [J].
Blanchard, EB ;
Buckley, TC ;
Hickling, EJ ;
Taylor, AE .
JOURNAL OF ANXIETY DISORDERS, 1998, 12 (01) :21-37
[6]   Psychometric perspectives on diagnostic systems [J].
Borsboom, Denny .
JOURNAL OF CLINICAL PSYCHOLOGY, 2008, 64 (09) :1089-1108
[7]   The Small World of Psychopathology [J].
Borsboom, Denny ;
Cramer, Angelique O. J. ;
Schmittmann, Verena D. ;
Epskamp, Sacha ;
Waldorp, Lourens J. .
PLOS ONE, 2011, 6 (11)
[8]   Transdiagnostic Networks: Commentary on Nolen-Hoeksema and Watkins (2011) [J].
Borsboom, Denny ;
Epskamp, Sacha ;
Kievit, Rogier A. ;
Cramer, Angelique O. J. ;
Schmittmann, Verena D. .
PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2011, 6 (06) :610-614
[9]   The Network Structure of Symptoms of the Diagnostic and Statistical Manual of Mental Disorders [J].
Boschloo, Lynn ;
van Borkulo, Claudia D. ;
Rhemtulla, Mijke ;
Keyes, Katherine M. ;
Borsboom, Denny ;
Schoevers, Robert A. .
PLOS ONE, 2015, 10 (09)
[10]   Revealing the dynamic network structure of the Beck Depression Inventory-II [J].
Bringmann, L. F. ;
Lemmens, L. H. J. M. ;
Huibers, M. J. H. ;
Borsboom, D. ;
Tuerlinckx, F. .
PSYCHOLOGICAL MEDICINE, 2015, 45 (04) :747-757