Psychosocial factors like neuroticism and life adversity contribute more to the population burden of depression and anxiety than physiological factors, according to a 13-year study in Translational Psychiatry. Using UK Biobank data, researchers found psychosocial elements account for up to 67% of the depression burden in men and 61% in women.
Why do psychosocial factors drive the majority of depression and anxiety cases?
The study identifies neuroticism symptoms as the single largest contributor to the depression burden. Researchers calculated a population-attributable fraction (PAF) of 49% to 60% for depression and 52% to 54% for anxiety related to neuroticism symptoms.
Life adversity also plays a significant role in mental health outcomes. Adverse experiences in childhood and adulthood carry a PAF of 18% to 25% for depression and 11% to 14% for anxiety, according to the researchers. These events can disrupt stress responses and cause emotional dysregulation.
While women are generally more prone to neuroticism, the association between neuroticism and depression was stronger in men. Men with these symptoms were 3.5 times more likely to develop depression, compared to a 2.6-fold increase for women.
The study suggests that if modifiable risk factors were addressed, the combined population-attributable fraction for depression could be as high as 70% in men and 68% in women.
How do obesity and reproductive health impact mental health risks?
Physiological factors remain significant, though they contribute less to the overall population burden than psychosocial ones. Obesity carries a 15% PAF for depression in both sexes. Obese women face a 33% higher risk of depression, while men face a 25% higher risk.
The role of chronic inflammation and diabetes
Chronic inflammation is linked to increased risks for both disorders. The study found PAFs for depression ranged from 6% to 7%, while anxiety risks ranged from 3% to 5%. Diabetes also increases depression risk, though its PAF remains below 3%.
Reproductive factors in women
For women, hormone replacement therapy (HRT) showed a PAF of 13% for depression and 9% for anxiety. Other factors, such as early menarche and pregnancy termination, also contributed to depression risk.
The impact of reproductive factors differs significantly between the two conditions. While reproductive factors contributed 19% to the depression burden, they had a minimal impact on anxiety, with a combined PAF of just 0.13%.
What are the limitations of the UK Biobank study?
The researchers noted several caveats regarding the data. Because the study was observational, it cannot prove that these factors cause depression or anxiety. The data relied on retrospective self-reporting for childhood and adult adversity, which can lead to recall bias.
Additionally, the UK Biobank is not a representative sample of the general population. The study also used “yes/no” categorizations for several variables, which may have prevented researchers from observing dose-response relationships.
What does this mean for future mental health prevention?
The findings suggest a move toward “sex-sensitive, life course-oriented strategies.” This involves integrating psychological, metabolic, and reproductive health into standard clinical practice.

The researchers suggest several potential intervention strategies:
- Targeting trauma and socioeconomic stress.
- Screening for mental health during menopause.
- Monitoring mental health in patients with chronic diseases.
Clinicians are increasingly looking at “whole-person” health, combining metabolic monitoring with psychological support to manage long-term mental health risks.
Frequently Asked Questions
What is the primary driver of depression according to the study?
Psychosocial factors, specifically neuroticism and life adversity, are the strongest contributors to the population burden of depression.

Does obesity cause depression?
The study shows an association, with obesity contributing to a 15% population-attributable fraction for depression, but it does not prove a direct causal link.
Are women at higher risk for anxiety than men?
The study notes women are nearly twice as likely to be diagnosed with depression and anxiety, though the specific risk drivers vary by sex.
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