Evidence map›Paper›PMID 42483654›Full record

ArticleFrontiers in nutrition2026

Higher remnant cholesterol inflammatory index is associated with increased frailty risk in the UK Biobank.

Qianyu Zhou, Mengting Liu, Lianke Wang, Panpan Wang, Ying Qin, Mingyang Zhao, Tong Wanyan, Jinzhou Yu, Yulong Wan, Qiang Zhang and 1 more

Abstract read
In one paragraph

Article in Frontiers in nutrition, 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

What it found

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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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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

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5 · Who and what money

Authors and funding

11 authors.

Qianyu Zhou *College of Public Health, Zhengzhou University, Zhengzhou, Henan, China.
Mengting Liu *School of Nursing and Health, Zhengzhou University, Zhengzhou, Henan, China.
Lianke WangSchool of Nursing and Health, Zhengzhou University, Zhengzhou, Henan, China.
Panpan WangSchool of Nursing and Health, Zhengzhou University, Zhengzhou, Henan, China.
Ying QinSchool of Nursing and Health, Zhengzhou University, Zhengzhou, Henan, China.
Mingyang ZhaoCollege of Public Health, Zhengzhou University, Zhengzhou, Henan, China.
Tong WanyanCollege of Public Health, Zhengzhou University, Zhengzhou, Henan, China.
Jinzhou YuSchool of Nursing and Health, Zhengzhou University, Zhengzhou, Henan, China.
Yulong WanCollege of Public Health, Zhengzhou University, Zhengzhou, Henan, China.
Qiang ZhangSchool of Nursing and Health, Zhengzhou University, Zhengzhou, Henan, China.
Changqing SunCollege of Public Health, Zhengzhou University, Zhengzhou, Henan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Frailty is a major public health concern associated with adverse outcomes. The remnant cholesterol inflammatory index (RCII), a novel biomarker integrating lipid metabolism and systemic inflammation, has been proposed as an indicator of adverse health outcomes. However, little is known about its relationship with frailty. The study aimed to investigate the longitudinal association between RCII and frailty risk in the UK Biobank. Methods: A total of 402,850 participants from the UK Biobank were included at baseline. RCII was calculated as remnant cholesterol (RC, mg/dL) × C-reactive protein (CRP, mg/L)/10, and frailty was assessed using the Fried frailty phenotype. Cox proportional hazards regression models were applied to evaluate the association between baseline RCII and incident frailty. Restricted cubic spline (RCS) analyses were used to explore potential nonlinear relationships. To capture cumulative exposure, we additionally analyzed 12,895 participants with the same measurements to examine the relationship between cumulative RCII and frailty risk. Results: During a median follow-up of 15.58 years, 2,327 participants (0.58%) developed frailty. Frailty incidence increased progressively across RCII quartiles, from 0.3% in Q1 to 0.9% in Q4 ( Conclusion: Higher RCII levels, both at baseline and cumulatively, are associated with an increased risk of frailty. RCII may be a promising biomarker for frailty risk stratification and a potential target for early prevention in aging populations.

Indexed as

frailtyinflammationlipid metabolismremnant cholesterol inflammatory indexUK Biobank

Identifiers

PMID42483654
PMCPMC13385681

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