# Association of Obesity Severity With Cardiometabolic and Renal Disease Burden in the United States

**Authors:** Florina Corpodean, Michael Kachmar, Shengping Yang, Steven B. Heymsfield, Peter T. Katzmarzyk, Philip R. Schauer, Michael W. Cook, Vance L. Albaugh

PMC · DOI: 10.1002/oby.70099 · Obesity (Silver Spring, Md.) · 2026-01-27

## TL;DR

Higher obesity severity is linked to increased risks of heart, metabolic, and kidney diseases, especially in people with a BMI of 50 kg/m² or more.

## Contribution

This study quantifies how increasing BMI severity correlates with specific disease risks and earlier diabetes onset in the U.S.

## Key findings

- BMI ≥ 50 kg/m² is strongly associated with diabetes, hypertension, and kidney disease.
- Cardiovascular disease odds rise significantly with higher BMI categories.
- Diabetes diagnosis occurs at younger ages in more severe obesity classes.

## Abstract

This study examined the association between obesity severity and cardiometabolic and renal disease, using BMI as a surrogate for obesity severity.

This is a cross-sectional study using data from the United States Behavioral Risk Factor Surveillance System (BRFSS), 2011–2023. Survey-weighted logistic regression estimated odds ratios (OR) for the diagnosis of diabetes, hypertension, hyperlipidemia, kidney disease, myocardial infarction, stroke, and coronary artery disease among increasing BMI categories.

Higher BMI was associated with increased odds of all conditions. For BMI ≥ 50 kg/m2, odds were notably elevated for diabetes (OR 8.32; 95% CI: 7.78–8.91), hypertension (OR 6.07; 95% CI: 5.58–6.61), and kidney disease (OR 3.60; 95% CI: 3.21–4.03). The odds of cardiovascular disease also rose substantially, including myocardial infarction (OR 2.89; 95% CI: 2.56–3.28) and coronary artery disease (OR 3.44; 95% CI: 3.08–3.84). Mean age at diabetes diagnosis decreased with increasing BMI, from 52.2 years in Class I to 45.3 years in Class IV obesity.

Obesity severity is incrementally associated with cardiometabolic and renal disease burden, particularly among adults with BMI ≥ 50 kg/m2. These findings highlight the urgent need for early, aggressive interventions targeting individuals with all classes of obesity.

## Linked entities

- **Diseases:** diabetes (MONDO:0005015), hyperlipidemia (MONDO:0021187), kidney disease (MONDO:0001343), myocardial infarction (MONDO:0005068), stroke (MONDO:0005098), coronary artery disease (MONDO:0005010)

## Full-text entities

- **Diseases:** Cardiometabolic and Renal Disease (MESH:D024821), diabetes (MESH:D003920), Class IV obesity (MESH:D009765), hyperlipidemia (MESH:D006949), kidney disease (MESH:D007674), coronary artery disease (MESH:D003324), stroke (MESH:D020521), cardiovascular disease (MESH:D002318), myocardial infarction (MESH:D009203), hypertension (MESH:D006973)

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12834209/full.md

## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12834209/full.md

## References

20 references — full list in the complete paper: https://tomesphere.com/paper/PMC12834209/full.md

---
Source: https://tomesphere.com/paper/PMC12834209