Evidence map›Paper›PMID 41430662›Full record

ArticleBMC public health2025

Sex-specific trajectories and variability of pain burden in relation to cognitive decline and depressive symptoms in older adults: a prospective cohort study from health and retirement study.

Ting-Yu He, Gui-Ming Huang, Hai-Lin Li, Rui-Peng Zhong, Hua-Min Liu, Wei-Bo Zhong, Xiao-Cheng Liu

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Ting-Yu He *Department of Anaesthesiology, Ganzhou Hospital-Nanfang Hospital, Southern Medical University (Ganzhou People's Hospital), Ganzhou, Jiangxi, 341000, China.
Gui-Ming Huang *Department of Anaesthesiology, Ganzhou Hospital-Nanfang Hospital, Southern Medical University (Ganzhou People's Hospital), Ganzhou, Jiangxi, 341000, China.
Hai-Lin Li *Department of Anaesthesiology, Quannan County General Hospital, Ganzhou, Jiangxi, 341000, China.
Rui-Peng ZhongDepartment of Anaesthesiology, Ganzhou Hospital-Nanfang Hospital, Southern Medical University (Ganzhou People's Hospital), Ganzhou, Jiangxi, 341000, China.
Hua-Min LiuDepartment of Anaesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China.
Wei-Bo ZhongDepartment of Anaesthesiology, Ganzhou Hospital-Nanfang Hospital, Southern Medical University (Ganzhou People's Hospital), Ganzhou, Jiangxi, 341000, China.
Xiao-Cheng LiuDepartment of Anaesthesiology, Ganzhou Hospital-Nanfang Hospital, Southern Medical University (Ganzhou People's Hospital), Ganzhou, Jiangxi, 341000, China. 103171013@qq.com.

Funding

Bethune Charitable Foundation bnmr-2023-001Ganzhou municipal scientific research plan project GZWJW202502173Science and Technology Projects in Guangzhou 2024A04J5217
6 · The paper itself

Abstract

backgroundChronic pain is highly prevalent in middle-aged and older adults and is frequently accompanied by depressive symptoms and cognitive decline. Its long-term impact on cognitive and psychological trajectories remains incompletely understood, and sex-specific associations are underexplored.

methodsUsing data from the Health and Retirement Study, we constructed pain-score trajectories and assessed their variability among 20,146 participants, and evaluated their association with study outcomes in 6,960 participants. Longitudinal pain trajectories were identified using cubic polynomial latent class mixed models, while within-person variability in pain was quantified using Variability Independent of the Mean (VIM). Depressive symptoms was assessed via the 8-item Center for Epidemiologic Studies Depression scale, and cognitive function was measured across memory, executive function, and orientation domains using a Telephone Interview for Cognitive Status (TICS)-style battery. Individual domain scores were converted to standardized z-scores and aggregated into a global cognition score. Linear mixed-effects models evaluated associations of pain trajectories and VIM with longitudinal changes in cognitive and psychological outcomes, with sex-stratified analyses conducted to examine potential differences.

resultsThree distinct pain trajectories were identified: Fluctuation, Low-level, and High-level, with notable sex differences in trajectory proportions. Participants in the high-level trajectories exhibited the poorest cognitive performance and greatest depressive symptom burden. Over follow-up, trajectory class alone was not consistently associated with global cognitive decline in the overall sample but predicted increases in depressive symptoms, particularly among men. Greater within-person pain variability (higher VIM) consistently predicted faster decline in global cognition and greater increases in depressive symptoms. Sex-stratified analyses revealed heterogeneity: in men, high-level trajectories and higher VIM were linked primarily to declines in executive and global cognition and worsening depressive symptoms; in women, high-level trajectories and greater VIM were associated with accelerated decline in global cognition, memory, and orientation, with weaker associations for depressive change.

conclusionsSustained high pain burden and temporal variability in pain are important predictors of cognitive deterioration and depressive symptoms in older adults, with distinct sex-specific patterns. Incorporating dynamic pain features into risk assessment and implementing sex-sensitive interventions may facilitate early identification of at-risk individuals and mitigate subsequent cognitive and mental health decline.

Indexed as

Chronic PainCognitive DysfunctionDepressionAgedFemaleHumansLongitudinal StudiesMaleMiddle AgedProspective StudiesSex FactorsUnited StatesCognitivl decline and depressive symptoms, sex differencesPainTrajectoryVariability

Identifiers

PMID41430662
PMCPMC12837035

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.