Sex similarities and differences in risk factors for recurrence of major depression. Issue 10 (27th November 2017)
- Record Type:
- Journal Article
- Title:
- Sex similarities and differences in risk factors for recurrence of major depression. Issue 10 (27th November 2017)
- Main Title:
- Sex similarities and differences in risk factors for recurrence of major depression
- Authors:
- van Loo, Hanna M.
Aggen, Steven H.
Gardner, Charles O.
Kendler, Kenneth S. - Abstract:
- Abstract: Background: Major depression (MD) occurs about twice as often in women as in men, but it is unclear whether sex differences subsist after disease onset. This study aims to elucidate potential sex differences in rates and risk factors for MD recurrence, in order to improve prediction of course of illness and understanding of its underlying mechanisms. Methods: We used prospective data from a general population sample ( n = 653) that experienced a recent episode of MD. A diverse set of potential risk factors for recurrence of MD was analyzed using Cox models subject to elastic net regularization for males and females separately. Accuracy of the prediction models was tested in same-sex and opposite-sex test data. Additionally, interactions between sex and each of the risk factors were investigated to identify potential sex differences. Results: Recurrence rates and the impact of most risk factors were similar for men and women. For both sexes, prediction models were highly multifactorial including risk factors such as comorbid anxiety, early traumas, and family history. Some subtle sex differences were detected: for men, prediction models included more risk factors concerning characteristics of the depressive episode and family history of MD and generalized anxiety, whereas for women, models included more risk factors concerning early and recent adverse life events and socioeconomic problems. Conclusions: No prominent sex differences in risk factors for recurrence ofAbstract: Background: Major depression (MD) occurs about twice as often in women as in men, but it is unclear whether sex differences subsist after disease onset. This study aims to elucidate potential sex differences in rates and risk factors for MD recurrence, in order to improve prediction of course of illness and understanding of its underlying mechanisms. Methods: We used prospective data from a general population sample ( n = 653) that experienced a recent episode of MD. A diverse set of potential risk factors for recurrence of MD was analyzed using Cox models subject to elastic net regularization for males and females separately. Accuracy of the prediction models was tested in same-sex and opposite-sex test data. Additionally, interactions between sex and each of the risk factors were investigated to identify potential sex differences. Results: Recurrence rates and the impact of most risk factors were similar for men and women. For both sexes, prediction models were highly multifactorial including risk factors such as comorbid anxiety, early traumas, and family history. Some subtle sex differences were detected: for men, prediction models included more risk factors concerning characteristics of the depressive episode and family history of MD and generalized anxiety, whereas for women, models included more risk factors concerning early and recent adverse life events and socioeconomic problems. Conclusions: No prominent sex differences in risk factors for recurrence of MD were found, potentially indicating similar disease maintaining mechanisms for both sexes. Course of MD is a multifactorial phenomenon for both males and females. … (more)
- Is Part Of:
- Psychological medicine. Volume 48:Issue 10(2018)
- Journal:
- Psychological medicine
- Issue:
- Volume 48:Issue 10(2018)
- Issue Display:
- Volume 48, Issue 10 (2018)
- Year:
- 2018
- Volume:
- 48
- Issue:
- 10
- Issue Sort Value:
- 2018-0048-0010-0000
- Page Start:
- 1685
- Page End:
- 1693
- Publication Date:
- 2017-11-27
- Subjects:
- Major depressive disorder, -- recurrence, -- course of illness, -- sex differences, -- prediction
Psychiatry -- Periodicals
Medicine and psychology -- Periodicals
Clinical psychology -- Periodicals
616.89 - Journal URLs:
- http://journals.cambridge.org/action/displayJournal?jid=PSM ↗
- DOI:
- 10.1017/S0033291717003178 ↗
- Languages:
- English
- ISSNs:
- 0033-2917
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD Digital store
- Ingest File:
- 6834.xml