Evidence mapPaperPMID 41884134Full record

ArticleFrontiers in medicine2026

Association between novel inflammatory indices and osteoporosis among older adults: evidence from a large multicenter study in China.

Ling Zeng, Hongyan Zhang, Meng Wang, Yu Zhang, Xiaoyu Zhang, Keli Li, Xiu Sun, Xi Chen

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In one paragraph

Article in Frontiers in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Ling ZengDepartment of Traditional Chinese Medicine, Integrated Chinese and Western Medicine Diagnosis and Treatment Center, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang, China.
Hongyan ZhangHeart, Lung and Vessels Center, Sichuan Provincial People's Hospital, Chengdu, Sichuan, China.
Meng WangPain Diagnosis and Treatment Center, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang, China.
Yu ZhangPain Diagnosis and Treatment Center, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang, China.
Xiaoyu ZhangDepartment of Traditional Chinese Medicine, Xinjiang Medical University, Urumqi, Xinjiang, China.
Keli LiDepartment of General Medicine, Huangshan City People's Hospital, Huangshan, Anhui, China.
Xiu SunDepartment of Endocrinology, Chengdu First People's Hospital, Chengdu, Sichuan, China.
Xi ChenDepartment of Traditional Chinese Medicine, Integrated Chinese and Western Medicine Diagnosis and Treatment Center, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Chronic systemic inflammation is increasingly recognized as a key contributor to the development of osteoporosis. This investigation seeks to assess how effectively several inflammation-derived composite indices can diagnose osteoporosis in the elderly population. Methods: A multicenter cross-sectional study was conducted across four hospitals in China from January 2023 to May 2025, enrolling 3,625 participants aged ≥60 years. Associations between inflammatory markers and osteoporosis were examined with multivariable logistic regression, and potential nonlinear patterns were further investigated using restricted cubic spline (RCS) models. Diagnostic accuracy was assessed through receiver operating characteristic (ROC) curves and decision curve analysis (DCA). Results: Elevated values of several inflammation-related indices were associated with a higher likelihood of osteoporosis in multivariable analyses. RCS analysis demonstrated a nonlinear dose-response pattern ( Conclusion: This multicenter study demonstrates that elevated inflammatory indices are independently associated with osteoporosis, with AISI emerged as the superior marker, offering a novel, cost-effective tool for early identification of osteoporosis in clinical practice.

Indexed as

inflammatory indicesmulticentre studyolder adultsosteoporosissystemic inflammation

Identifiers

PMID41884134
PMCPMC13008944

What Socratic holds

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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 Socratic graph.