# The Relationship Between Dietary Inflammatory Index and Intermediate‐to‐High‐Risk Cardiovascular‐Kidney‐Metabolic Syndrome and All‐Cause Mortality: The National Health and Nutrition Examination Survey 1999–2018: A Cross‐Sectional and Prospective Cohort Study

**Authors:** Honglin Li, Mu Lin, Yane Yang, Liyan Wang, Yao Wang, Jiayu Lu, Meiju Li, Yanfei Zhao, Sining Chen, Chenxuan Gao, Chuanwei Zhao

PMC · DOI: 10.1002/hsr2.71786 · Health Science Reports · 2026-02-26

## TL;DR

This study shows that diets with higher inflammatory potential are linked to increased risk of cardiovascular-kidney-metabolic syndrome and higher mortality rates.

## Contribution

The study establishes a novel association between dietary inflammatory index and intermediate-to-high-risk cardiovascular-kidney-metabolic syndrome mortality.

## Key findings

- Higher dietary inflammatory index scores are associated with increased odds of intermediate-to-high-risk cardiovascular-kidney-metabolic syndrome.
- Elevated dietary inflammatory index scores correlate with higher all-cause mortality in individuals with and without intermediate-to-high-risk cardiovascular-kidney-metabolic syndrome.

## Abstract

The dietary inflammatory index (DII) score quantifies the inflammatory potential of an individual's diet and may be associated with cardiovascular–kidney–metabolic syndrome (CKM) and mortality risk. However, evidence on the relationship between DII and intermediate‐to‐high‐risk cardiovascular–kidney–metabolic syndrome (IH–CKM) is limited.

This study aimed to evaluate the association between DII and IH–CKM and to explore the relationship between DII and all‐cause mortality risk in individuals with and without IH–CKM.

We conducted a cross‐sectional and cohort analysis using data from the 1999–2018 National Health and Nutrition Examination Survey (NHANES). Weighted logistic regression models were used to examine associations between DII and IH–CKM, while weighted Cox proportional hazards models estimated hazard ratios (HRs) for all‐cause mortality. Restricted cubic spline analyses were employed to explore linear or nonlinear relationships.

Among 38,732 participants, 30,421 had IH–CKM. Higher DII scores were positively associated with IH–CKM, with a fully adjusted odds ratio (OR) of 1.44 for the highest versus lowest quartile (95% CI: 1.27–1.63, p < 0.001). Regarding all‐cause mortality risk, each one‐unit increase in DII (range: −5.281 to 5.795) was associated with an adjusted HR of 1.04 (95% CI: 1.02–1.06, p < 0.001) in IH–CKM participants and 1.15 (95% CI: 1.06–1.26, p = 0.001) in non‐IH–CKM individuals.

Higher DII scores were positively associated with an increased risk of IH–CKM. In addition, elevated DII was linked to higher all‐cause mortality in both individuals with and without IH–CKM.

## Linked entities

- **Diseases:** cardiovascular–kidney–metabolic syndrome (MONDO:0976301)

## Full-text entities

- **Genes:** CKM (creatine kinase, M-type) [NCBI Gene 1158] {aka CKMM, CPK-M, M-CK}, APOE (apolipoprotein E) [NCBI Gene 348] {aka AD2, APO-E, ApoE4, LDLCQ5, LPG}, 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}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, SLTM (SAFB like transcription modulator) [NCBI Gene 79811] {aka Met}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}
- **Diseases:** IH (MESH:C565524), metabolic dysregulation (MESH:D021081), metabolic dysfunction (MESH:D008659), renal (MESH:D006030), hypertensive nephropathy (MESH:C563161), obesity (MESH:D009765), stroke (MESH:D020521), renal failure (MESH:D051437), Diabetes (MESH:D003920), endothelial dysfunction (MESH:D014652), cancer (MESH:D009369), Chronic Kidney Disease (MESH:D051436), DII (MESH:D007249), fibrosis (MESH:D005355), cardiometabolic conditions (MESH:D024821), coronary heart disease (MESH:D003327), RCS (MESH:D002313), chronic disease (MESH:D002908), hypertriglyceridemia (MESH:D015228), peripheral artery disease (MESH:D058729), congestive heart failure (MESH:D006333), CKM (MESH:D007674), cardiac remodeling (MESH:D020257), systemic (MESH:D015619), interstitial (MESH:D065167), myocardial infarction (MESH:D009203), CKD (MESH:D012080), CVD (MESH:D002318), atrial fibrillation (MESH:D001281), insulin resistance (MESH:D007333), cardio-renal-metabolic abnormalities (MESH:D059347), Hypertension (MESH:D006973), left ventricular hypertrophy (MESH:D017379), Death (MESH:D003643), atherosclerotic (MESH:D050197)
- **Chemicals:** nitric oxide (MESH:D009569), cholesterol (MESH:D002784), omega-6 fatty acids (MESH:D043371), iron (MESH:D007501), omega-3 (MESH:D015525), TG (MESH:D014280), fat (MESH:D005223), zinc (MESH:D015032), Alcohol (MESH:D000438), glucose (MESH:D005947), creatinine (MESH:D003404), magnesium (MESH:D008274), calcium (MESH:D002118), folate (MESH:D005492), polyphenol (MESH:D059808), LPS (MESH:D008070), lipid (MESH:D008055), beta-carotene (MESH:D019207), niacin (MESH:D009525), thiamin (MESH:D013831), riboflavin (MESH:D012256), MUFAs (MESH:D005229), selenium (MESH:D012643), carbohydrate (MESH:D002241), B6, B12, C, D, E (-), PUFA (MESH:D005231), caffeine (MESH:D002110)
- **Species:** Homo sapiens (human, species) [taxon 9606]

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## References

54 references — full list in the complete paper: https://tomesphere.com/paper/PMC12936706/full.md

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Source: https://tomesphere.com/paper/PMC12936706