Evidence map›Paper›PMID 40739643›Full record

ArticleLipids in health and disease2025

Associations of the Neutrophil-to-Lymphocyte Ratio(NLR), Triglyceride-Glucose Index (TyG), and TyG-derived indices with vitality decline in older adults in China: a study within the Integrated Care for Older People (ICOPE) framework.

Jiaxiu Zhao, Xueying Ji, Yixin Chen, Jiaofeng Wang, Jie Chen, Yiqin Huang, Zhijun Bao

Abstract read
In one paragraph

Article in Lipids in health and disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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.

Jiaxiu Zhao *Department of Gerontology, Huadong Hospital, Shanghai Medical College, Fudan University, Shanghai, China.
Xueying Ji *Department of General Practice, Huadong Hospital, Shanghai Medical College, Fudan University, Shanghai, China.
Yixin ChenDepartment of Gerontology, Huadong Hospital, Shanghai Medical College, Fudan University, Shanghai, China.
Jiaofeng WangDepartment of Gerontology, Huadong Hospital, Shanghai Medical College, Fudan University, Shanghai, China.
Jie ChenDepartment of Gerontology, Huadong Hospital, Shanghai Medical College, Fudan University, Shanghai, China. Laugh_chenjie@fudan.edu.cn.
Yiqin HuangDepartment of General Practice, Huadong Hospital, Shanghai Medical College, Fudan University, Shanghai, China. huangyiqin@fudan.edu.cn.
Zhijun BaoDepartment of Gerontology, Huadong Hospital, Shanghai Medical College, Fudan University, Shanghai, China. zhijunbao@fudan.edu.cn.

Funding

Integrated Traditional Chinese and Western Medicine Collaborative Guidance Project in General Hospitals ZXXT-202302National Key Research and Development Project of China 2018YFC2002000 and 2018YFC2002002Shanghai Leading Talents LJ2022002Shanghai Municipal Health Commission Key Support Discipline Program 2023ZDFC0402
6 · The paper itself

Abstract

BACKGROUND/

objectivesAging populations have led to numerous health challenges. The World Health Organization (WHO) proposed "Healthy Aging" to promote elderly health by optimizing Intrinsic Capacity (IC) with vitality as a core component of metabolic homeostasis. The relationships between vitality decline and inflammatory-metabolic indicators (the NLR and TyG index) remain to be investigated.

methodsThis study recruited 986 community-dwelling adults ≥ 60 years old at the Beixingjing Street Community from March 25, 2024, to June 17, 2024, in Shanghai, China. Participants underwent comprehensive face‒to-face assessments with IC evaluations conducted according to the Integrated Care for Older People (ICOPE) guidelines. Vitality was evaluated using the Mini Nutritional Assessment-Short Form (MNA-SF). The study population was divided into two groups based on vitality decline (scores < 12). Multivariable logistic regression was used to analyze associations between vitality decline and other IC domains as well as between vitality decline and inflammatory (NLR) and metabolic indices (TyG, TyG-WC, TyG-BMI, and TyG-WHtR). Three logistic regression models constructed with progressive adjustments were used to assess associations between indices (NLR, TyG, TyG-WC, TyG-BMI, and TyG-WHtR) and vitality decline. Restricted cubic spline (RCS) analyses explored potential nonlinear relationships and threshold effects. Receiver Operating Characteristic (ROC) curve analysis was used to assess the discriminative capacity of different models.

resultsThe prevalence of vitality decline was 16.43%. Vitality decline was strongly associated with psychological and locomotor capacity decline in fully adjusted models (p < 0.05). An elevated NLR showed a significant association with greater vitality decline (OR = 1.233, p = 0.045). Participants in the highest NLR quartile (Q4) demonstrated significantly greater odds of vitality decline compared to those in the lowest quartile (Q1) (OR = 1.886, p = 0.043). Conversely, unit increases in TyG-derived indices demonstrated protective effects as follows: TyG-WC (OR = 0.988, p < 0.001), TyG-BMI (OR = 0.952, p < 0.001) and TyG-WHtR (OR = 0.120, p < 0.001). In contrast, TyG alone did not reach statistical significance (OR = 0.622, p = 0.078). The highest-quartile (Q4) participants presented a significantly lower risk of vitality decline than the lowest-quartile (Q1) participants as follows: TyG-WC (OR = 0.104, p < 0.001), TyG-BMI (OR = 0.052, p < 0.001), and TyG-WHtR (OR = 0.070, p < 0.001). Interaction terms between NLR, TyG and its indicators were analyzed in separate models and across quartiles. These terms did not show consistent significant associations with vitality decline. RCS analysis with vitality decline as the dependent variable identified threshold effects at TyG-WC = 794.358, TyG-BMI = 209.179, and TyG-WHtR = 4.476. The analysis revealed significant positive linear relationships between NLR and vitality decline, negative linear relationships between TyG and vitality decline, and negative nonlinear relationships between TyG-derived indices and vitality decline. Sensitivity analyses using MNA-SF score as a continuous variable confirmed similar relationship patterns, with NLR showing a significant linear negative association with MNA-SF score and TyG showing a linear positive association. The TyG-derived indices exhibited significant positive nonlinear relationships with MNA-SF scores, with threshold effects emerging at TyG-WC = 666.818, TyG-BMI = 210.997, and TyG-WHtR = 4.405. Effect sizes below the inflection points were substantially larger than those above thresholds, suggesting more pronounced effects at lower values. Among all biomarkers examined, NLR demonstrated the strongest association with vitality decline (AUC = 0.873). Subgroup analyses revealed significant effect modifications exclusively for TyG-derived indices but not for NLR or TyG alone.

conclusionsThis study revealed a high prevalence of vitality decline among older Chinese adults, which was strongly associated with a decrease in psychological and locomotor capacity. NLR showed a negative linear correlation with vitality, whereas TyG-derived parameters showed nonlinear positive associations with a plateau effect. NLR showed optimal discriminative capacity among all indicators for identifying vitality decline.

Indexed as

Blood GlucoseLymphocytesNeutrophilsTriglyceridesAgedAged, 80 and overChinaFemaleHumansInflammationMaleMiddle AgedROC CurveBlood GlucoseTriglyceridesICOPEIntrinsic capacityNLROlder adultsTyGVitality decline

Identifiers

PMID40739643
PMCPMC12312603

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.