# New insights into the association between cardiometabolic index with metabolic profile, nutritional status, and inflammaging in older adults

**Authors:** Sylvia Ramuth, Rafael Leite Carvalho, Rafael Zappitelli Moscogliato, Marcelo Rossi, Luiz Henrique da Silva Nali, Patrícia Colombo-Souza, Jônatas Bussador Do Amaral, Guilherme Eustáquio Furtado, Tábatta Renata Pereira de Brito, André Luis Lacerda Bachi

PMC · DOI: 10.3389/fragi.2025.1699767 · Frontiers in Aging · 2026-01-12

## TL;DR

This study explores how the cardiometabolic index relates to metabolic health, body weight, and inflammation in older adults, especially those with obesity.

## Contribution

The study reveals a novel link between the cardiometabolic index and systemic inflammation in older adults, particularly those with obesity.

## Key findings

- Higher CMI values correlate with worse metabolic profiles and increased pro-inflammatory cytokines in older adults.
- Older women with obesity and high CMI show stronger associations with a pro-inflammatory status.
- CMI may serve as a useful indicator of cardiovascular risk and systemic inflammation in aging populations.

## Abstract

Cardiometabolic index (CMI) has been highlighted as a useful tool for predicting cardiovascular and metabolic disease, but its association with systemic inflammatory status in the aged population is not yet fully understood. Thus, we investigated the association between the CMI and the triad -metabolic profile X body mass index X inflammaging -in older adults classified as having or not having obesity.

A total of 132 older adults of both sexes (women-68; men-64, mean age of 71.3±6.5 years), participated in this study. Demographic and anthropometric data, as well as blood samples, were collected to assess blood glucose, lipids, protein, and inflammatory profiles.

Initially, the volunteers were separated according to the CMI values into two groups: G1 (<50% of the mean CMI value) and G2 (>50% of the mean CMI value). Volunteers in the G2 group, regardless of gender, presented not only lower HDL-c values but also higher weight, BMI, levels of total cholesterol, LDL-c, triglycerides, and the triglycerides to HDL ratio (TG/HDL) than the G1 group. The correlation analysis and linear multivariate regression, with CMI-adjustment, showed a significant positive association with BMI, as well as with pro-inflammatory cytokines, both in the G1 and G2 groups, regardless of gender. After that, the volunteers were separated according to BMI into normal weight and those with obesity. In general, the G2 subgroups with obesity showed higher levels of pro-inflammatory cytokines IL-1β, IL-6, IFN-γ, and TNF-α than the respective G1 subgroups, and also an association of CMI in favor of a pro-inflammatory systemic status, particularly in the older women group.

In this cross-sectional study, our findings not only reinforce the potential role of CMI in cardiovascular risk assessment but also may putatively suggest that this index has an interesting association with systemic pro-inflammatory status in older adults, preferentially with obesity.

## Linked entities

- **Diseases:** obesity (MONDO:0011122), cardiovascular disease (MONDO:0004995)

## Full-text entities

- **Genes:** IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}
- **Diseases:** obesity (MESH:D009765), inflammatory (MESH:D007249), cardiovascular and metabolic disease (MESH:D002318)
- **Chemicals:** LDL-c (-), lipids (MESH:D008055), cholesterol (MESH:D002784), blood glucose (MESH:D001786), triglycerides (MESH:D014280), TG (MESH:D013866)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12833520/full.md

## References

59 references — full list in the complete paper: https://tomesphere.com/paper/PMC12833520/full.md

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Source: https://tomesphere.com/paper/PMC12833520