Unconventional multi-morbidity patterns in older adults: results from 39,172 Chinese health examination population at primary healthcare centers

Kangjun Wu, Yujian Lu, Anping Liu, Yuefang Wang, Xiandong Shen · 2026

Read Unconventional multi-morbidity patterns in older adults: results from 39,172 Chinese health examination population at primary healthcare centers by Kangjun Wu, Yujian Lu, Anping Liu, Yuefang Wang, Xiandong Shen (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13321734.txt.

Description

Wu and co-authors search in 2026 for unusual multi illness patterns among older adults in primary care in eastern China. Prior work stressed cardiometabolic clusters, but full co occurrence maps were unclear. They used health records from 39,172 people aged 65 and over who had a check up in 2022.

Twelve common diseases were analyzed by sex and age with rule mining on a network weighted frame. Hypertension, high blood lipids, and cataract were the most recorded diagnoses. Fifty eight rules met the set thresholds across the whole group. Beyond heart and metabolic clusters, the study maps patterns that routine cluster thinking would miss.

Catalog record

CREATORKangjun Wu, Yujian Lu, Anping Liu, Yuefang Wang, Xiandong Shen
YEAR2026
COLLECTIONPAPERS
FORMATTXT
FILE SIZE30 KB
VERSION1.0
LICENSECC BY 4.0
RIGHTSCC BY
SOURCEEurope PMC

Source: https://europepmc.org/articles/PMC13321734

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