Pain–depression co-occurrence, longitudinal transitions, and incident ADL disability: a two-cohort study

Background Pain and depressive symptoms frequently co-occur in middle-aged and older adults, but whether changes in their co-occurrence identify different risks of subsequent disability is unclear. Methods We analyzed two population-based longitudinal cohorts: the Health and Retirement Study (HRS; United States; N = 9,227; 1,524 incident cases) and the Mexican Health and Aging Study (MHAS; Mexico; N = 8,633; 1,218 incident cases). Participants were free of activities of daily living (ADL) disability at baseline. We examined a four-level baseline pain–depression phenotype and four two-point transition profiles: persistently non-co-occurring, resolved, incident, and persistent co-occurrence. Incident ADL disability was assessed at the final wave. Association models used complete cases. As a secondary analysis, a prediction model developed in HRS was evaluated in MHAS. Results Co-occurring pain and depressive symptoms were associated with higher odds of incident ADL disability than either symptom alone in both cohorts (HRS adjusted OR 3.15, 95% CI 2.39–4.16; MHAS 3.00, 2.33–3.85, versus neither symptom). Incident and persistent co-occurrence were each associated with elevated odds (HRS OR 3.55, 2.66–4.74 vs. 3.55, 2.37–5.33; MHAS 3.46, 2.62–4.58 vs. 4.16, 2.91–5.96), while resolved co-occurrence remained associated with elevated risk (HRS OR 2.28, 1.59–3.27; MHAS 2.17, 1.60–2.96). Findings persisted after excluding participants with ADL difficulty at the intermediate assessment. The secondary prediction model achieved an AUC of 0.775 in HRS and 0.725 (95% CI 0.710–0.741) in MHAS. Conclusion Repeated assessment of pain and depressive symptoms identified reproducible transition profiles associated with subsequent ADL disability across two national aging cohorts. Both incident and persistent co-occurrence were associated with elevated risk, supporting repeated symptom assessment as a potential population-level approach to identifying adults at increased risk of loss of independence.

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Journal
Frontiers in Public Health
Published
2026-11-09
DOI
https://doi.org/10.3389/fpubh.2026.2010970
Primary Topic
Aging, Health, and Disability
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article
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article

Pain–depression co-occurrence, longitudinal transitions, and incident ADL disability: a two-cohort study

王正琴, Bin Shao, Qin Wang, Kongfan Xu et al.
Frontiers in Public Health
Aging, Health, and Disability
article

Pain–depression co-occurrence, longitudinal transitions, and incident ADL disability: a two-cohort study

王正琴, Bin Shao, Qin Wang, Kongfan Xu, Shougang Li
article en

Abstract

Background Pain and depressive symptoms frequently co-occur in middle-aged and older adults, but whether changes in their co-occurrence identify different risks of subsequent disability is unclear. Methods We analyzed two population-based longitudinal cohorts: the Health and Retirement Study (HRS; United States; N = 9,227; 1,524 incident cases) and the Mexican Health and Aging Study (MHAS; Mexico; N = 8,633; 1,218 incident cases). Participants were free of activities of daily living (ADL) disability at baseline. We examined a four-level baseline pain–depression phenotype and four two-point transition profiles: persistently non-co-occurring, resolved, incident, and persistent co-occurrence. Incident ADL disability was assessed at the final wave. Association models used complete cases. As a secondary analysis, a prediction model developed in HRS was evaluated in MHAS. Results Co-occurring pain and depressive symptoms were associated with higher odds of incident ADL disability than either symptom alone in both cohorts (HRS adjusted OR 3.15, 95% CI 2.39–4.16; MHAS 3.00, 2.33–3.85, versus neither symptom). Incident and persistent co-occurrence were each associated with elevated odds (HRS OR 3.55, 2.66–4.74 vs. 3.55, 2.37–5.33; MHAS 3.46, 2.62–4.58 vs. 4.16, 2.91–5.96), while resolved co-occurrence remained associated with elevated risk (HRS OR 2.28, 1.59–3.27; MHAS 2.17, 1.60–2.96). Findings persisted after excluding participants with ADL difficulty at the intermediate assessment. The secondary prediction model achieved an AUC of 0.775 in HRS and 0.725 (95% CI 0.710–0.741) in MHAS. Conclusion Repeated assessment of pain and depressive symptoms identified reproducible transition profiles associated with subsequent ADL disability across two national aging cohorts. Both incident and persistent co-occurrence were associated with elevated risk, supporting repeated symptom assessment as a potential population-level approach to identifying adults at increased risk of loss of independence.

Frontiers in Public HealthVol. 14
Wuhan University of Science and Technology (CN), General Hospital of Central Theater Command (CN)
Aging, Health, and Disability
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