Association of the skeletal muscle mass-to-visceral fat area ratio with cardiovascular disease: a cross-sectional study based on NHANES

Ruixue Li, Tianqi Liu, Wei Xin, Zi Liang, Chenguang Zhao, Zinan Zhao, Tian Zhang, Fei Zhao, Wenfeng Xu, Pengfei Jin · 2026

Read Association of the skeletal muscle mass-to-visceral fat area ratio with cardiovascular disease: a cross-sectional study based on NHANES by Ruixue Li, Tianqi Liu, Wei Xin, Zi Liang, Chenguang Zhao, Zinan Zhao, Tian Zhang, Fei Zhao, Wenfeng Xu, Pengfei Jin (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-13279384.txt.

Description

Ten researchers in China test a body ratio as a heart risk marker in a 2026 paper. The ratio sets muscle mass against belly fat area. They drew on a national United States survey from 2011 to 2018, with close to ten thousand adults in the sample.

People with a higher ratio had lower odds of heart disease once many factors were weighed. The link held in a step by step pattern across ratio groups. Heart failure, artery disease of the heart, and heart attack each showed the same tilt. Some links bent rather than running straight, and income and body size changed the strength of the ties.

Catalog record

CREATORRuixue Li, Tianqi Liu, Wei Xin, Zi Liang, Chenguang Zhao, Zinan Zhao, Tian Zhang, Fei Zhao, Wenfeng Xu, Pengfei Jin
YEAR2026
COLLECTIONPAPERS
FORMATTXT
FILE SIZE47 KB
VERSION1.0
LICENSECC BY 4.0
RIGHTSCC BY
SOURCEEurope PMC

Source: https://europepmc.org/articles/PMC13279384

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