Network analysis of multisite chronic pain in middle-aged and older adults in Western China

BACKGROUND: Multisite chronic pain (MCP) is a growing public health concern among aging populations worldwide, disproportionately affecting underdeveloped regions of low- and middle-income countries where pain awareness and management capacity remain limited. This study aimed to investigate MCP prevalence and co-occurrence patterns, identify key sites, and explore subgroup heterogeneity among middle-aged and older adults in Yunnan Province, western China. MATERIALS AND METHODS: A cross-sectional study was conducted using multi-stage stratified random cluster sampling to recruit 5,346 participants aged 45 years and older, and demographic characteristics and pain status across 30 body sites were collected using structured questionnaires. The Ising model was applied to eatimate pairwise associations between pain sites, and Network Comparison Test (NCT) was performed to evaluate pain pattern differences. RESULTS: The prevalence of MCP was 29.83%. Co-occurrence patterns were dominated by bilateral symmetry (e.g. left-right knee, weight = 4.93), followed by adjacent-region pain (e.g. right upper arm-right elbow, weight = 4.26). Conversely, contralateral adjacent sites showed negative association (e.g.,left calf-right knee, weight = -3.24). The left calf, right thigh, right knee, right calf, and left knee were identified as core pain sites, whereas the left hip, left thigh, neck, left buttock, and chest served as bridge nodes. Notably, no statistically significant differences in MCP networks were detected across gender, age, and ethnic subgroups. CONCLUSIONS: MCP remains disproportionately prevalent and exhibits structured pain patterns. The identified network characteristics provide new insights into pain co-occurrence and may inform future research and pain management strategies in resource-limited settings.

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Journal
Annals of Medicine
Published
2026-08-03
DOI
https://doi.org/10.1080/07853890.2026.2711457
Primary Topic
Mental Health Research Topics
Type
article
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article

Network analysis of multisite chronic pain in middle-aged and older adults in Western China

Haixing Jiao, Xiu Xia, Ting Cao, Jiaru Ma et al.
Annals of Medicine
Mental Health Research Topics
article

Network analysis of multisite chronic pain in middle-aged and older adults in Western China

Haixing Jiao, Xiu Xia, Ting Cao, Jiaru Ma, Yuan Huang, Jun Zhang, Feng Jiao, Tanzhen Zhang, Xinping Wang, Rui Deng, Ying Chen
article en

Abstract

BACKGROUND: Multisite chronic pain (MCP) is a growing public health concern among aging populations worldwide, disproportionately affecting underdeveloped regions of low- and middle-income countries where pain awareness and management capacity remain limited. This study aimed to investigate MCP prevalence and co-occurrence patterns, identify key sites, and explore subgroup heterogeneity among middle-aged and older adults in Yunnan Province, western China. MATERIALS AND METHODS: A cross-sectional study was conducted using multi-stage stratified random cluster sampling to recruit 5,346 participants aged 45 years and older, and demographic characteristics and pain status across 30 body sites were collected using structured questionnaires. The Ising model was applied to eatimate pairwise associations between pain sites, and Network Comparison Test (NCT) was performed to evaluate pain pattern differences. RESULTS: The prevalence of MCP was 29.83%. Co-occurrence patterns were dominated by bilateral symmetry (e.g. left-right knee, weight = 4.93), followed by adjacent-region pain (e.g. right upper arm-right elbow, weight = 4.26). Conversely, contralateral adjacent sites showed negative association (e.g.,left calf-right knee, weight = -3.24). The left calf, right thigh, right knee, right calf, and left knee were identified as core pain sites, whereas the left hip, left thigh, neck, left buttock, and chest served as bridge nodes. Notably, no statistically significant differences in MCP networks were detected across gender, age, and ethnic subgroups. CONCLUSIONS: MCP remains disproportionately prevalent and exhibits structured pain patterns. The identified network characteristics provide new insights into pain co-occurrence and may inform future research and pain management strategies in resource-limited settings.

Annals of MedicineVol. 58(1)
Kunming Medical University (CN)
No poverty
Openalex Percentile: Top 6%
Mental Health Research Topics
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