# Ultra-Processed Food Consumption and Subclinical Cardiac Biomarkers: A Cross-Sectional Analysis of U.S. Adults in NHANES 2001–2004

**Authors:** Jiahuan Helen He, Shutong Du, Valerie K. Sullivan, Lauren Bernard, Vanessa Garcia-Larsen, Eurídice Martínez-Steele, Ana Luiza Curi Hallal, Julia A. Wolfson, Mika Matsuzaki, Amelia S. Wallace, Mary R. Rooney, Michael Fang, John W. McEvoy, Elizabeth Selvin, Casey M. Rebholz

PMC · DOI: 10.3390/nu17203294 · Nutrients · 2025-10-20

## TL;DR

This study finds that higher consumption of ultra-processed foods is linked to signs of early heart strain in U.S. adults.

## Contribution

The study is the first to link ultra-processed food intake with subclinical cardiac biomarkers like NT-proBNP.

## Key findings

- Higher ultra-processed food intake in grams was associated with elevated NT-proBNP levels.
- The association with NT-proBNP weakened after adjusting for clinical factors.
- No consistent link was found between ultra-processed food and troponin biomarkers.

## Abstract

Background/Objectives: Ultra-processed food consumption has been shown to be linked with clinical cardiovascular disease. This study aims to examine the associations of ultra-processed food consumption with biomarkers for subclinical-level myocardial damage [high-sensitivity cardiac troponin I and T (hs-cTnI and hs-cTnT)] and myocardial stretch (NT-proBNP) in U.S. adults. Methods: We used data from 6615 U.S. adults aged ≥20 years without prevalent cardiovascular disease from the National Health and Nutrition Examination Survey 2001–2004. We identified ultra-processed food by applying the Nova classification to dietary recall data, and we divided participants into quartiles based on their consumption, expressed as a proportion of total daily energy (%kcal) and gram intakes (%grams). We defined elevated cardiac biomarkers as hs-cTnI > 12 ng/L in men and >10 ng/L in women, hs-cTnT ≥ 14 ng/L for all participants, and NT-proBNP ≥ 125 pg/mL for age < 75 y and ≥450 pg/mL for age ≥ 75 y. We used multivariable logistic regression with adjustment for socio-demographic, total energy intake, behavioral, and clinical characteristics. Results: Higher ultra-processed food intake in %grams was associated with elevated NT-proBNP [odds ratio (OR) for quartile 4 vs. 1: 1.27, 95% CI: 1.00–1.61] when socio-demographic characteristics and total energy intake were adjusted for, but this was not the case with hs-cTnI or hs-cTnT. Further adjusting for clinical characteristics attenuated the association with NT-proBNP (OR: 1.26, 95% CI: 0.98, 1.61). There was no consistent association between ultra-processed food in %kcal and elevated NT-proBNP, hs-cTnT, or hs-cTnI. Conclusions: Ultra-processed food consumption is associated with subclinical myocardial stretch, a precursor to early heart failure. This supports the potential risks of subclinical cardiovascular disease associated with consuming ultra-processed food.

## Linked entities

- **Diseases:** cardiovascular disease (MONDO:0004995), heart failure (MONDO:0005252)
- **Species:** Homo sapiens (taxon 9606)

## Full-text entities

- **Genes:** TNNT2 (troponin T2, cardiac type) [NCBI Gene 7139] {aka CMD1D, CMH2, CMPD2, LVNC6, RCM3, TnTC}, TNNI3 (troponin I3, cardiac type) [NCBI Gene 7137] {aka CMD1FF, CMD2A, CMH7, RCM1, TNNC1, cTnI}
- **Diseases:** heart failure (MESH:D006333), myocardial stretch (MESH:D057896), cardiovascular disease (MESH:D002318), myocardial damage (MESH:D009202)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

43 references — full list in the complete paper: https://tomesphere.com/paper/PMC12566985/full.md

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Source: https://tomesphere.com/paper/PMC12566985