Understanding the relationship between childhood abuse and affective symptoms in bipolar disorder: New insights from a network analysis
The impact of childhood abuse on the presentation of bipolar disorder could be further elucidated by comparing the networks of affective symptoms among individuals with and with no history of childhood abuse. Data from 476 participants in the Clinical Health Outcomes Initiative in Comparative Effectiveness for Bipolar Disorder study were used to fit several regularised Gaussian Graphical Models. Differences in the presentation of depressive and manic symptoms were uncovered: only among participants with a history of childhood abuse, inadequacy and pessimism were central symptoms in the network of depressive symptoms, while racing thoughts was an important symptom in the network of manic symptoms. Following network theory, focusing treatments at the symptom-level and on central symptoms - like inadequacy, pessimism, and racing thoughts - could be an effective approach for managing affective symptoms among the sizeable proportion of people with bipolar disorder who have experienced childhood abuse. This study contributes a thorough investigation of the networks of affective symptoms among participants with and with no history of childhood abuse, albeit limited by the use of a binary, self-report measure of childhood abuse, thereby emphasising the importance of assessing for childhood abuse and taking needed steps towards identifying novel targets for treating bipolar disorder.
Authors
- Louisa G. Sylvia (ORCID: https://orcid.org/0000-0002-6762-0664)
- Mauricio Tohen (ORCID: https://orcid.org/0000-0001-8049-4351)
- Melvin G. McInnis (ORCID: https://orcid.org/0000-0002-0375-6247)
- Olivia Dean (ORCID: https://orcid.org/0000-0002-2776-3935)
- Andrew A. Nierenberg (ORCID: https://orcid.org/0000-0003-2897-0458)
- Thilo Deckersbach (ORCID: https://orcid.org/0000-0001-7643-0347)
- Dan V. Iosifescu (ORCID: https://orcid.org/0000-0002-2512-2835)
- Michael J. Ostacher (ORCID: https://orcid.org/0000-0003-0353-7535)
- Alyna Turner (ORCID: https://orcid.org/0000-0001-7389-2546)
- Anna Wrobel (ORCID: https://orcid.org/0000-0002-1864-0394)
- Richard C. Shelton (ORCID: https://orcid.org/0000-0003-4054-9906)
- Megan Turner (ORCID: https://orcid.org/0000-0002-6819-7503)
- Michael Berk (ORCID: https://orcid.org/0000-0003-2520-9903)
- Michael E. Thase
- James H. Kocsis
- Susan L. McElroy
Institutions
- Nathan Kline Institute for Psychiatric Research (US)
- The Royal Melbourne Hospital (AU)
- Harvard University (US)
- Mental Health Research Institute (AU)
- Deakin University (AU)
- University of New Mexico (US)
- VA Palo Alto Health Care System (US)
- Cornell University (US)
- Florey Institute of Neuroscience and Mental Health (AU)
- University of Michigan (US)
- University of Alabama at Birmingham (US)
- Massachusetts General Hospital (US)
- Lindner Center of HOPE (US)
- Diploma Hochschule (DE)
- University of Pennsylvania (US)
Publication Details
- Journal
- Psychiatry Research
- Published
- 2024-09-16
- DOI
- https://doi.org/10.1016/j.psychres.2024.116197
- Citations
- 3
- Primary Topic
- Mental Health Research Topics
- Type
- article
- Field-Weighted Citation Impact
- 1.52