Aug 2026· Clinical Nutrition· Vol 65, pp.
106758
· 0 citations
Medicine
TL;DR
A dietary proteomic score of three healthy dietary pattern indices was strongly associated with prevalent metabolic health cross-sectionally and incident CVD prospectively, and these findings provide insight into the mechanisms linking diet quality and cardiometabolic health.
Abstract
Background
&
Aims
Healthy dietary patterns are associated with a lower risk of cardiovascular disease (CVD). Proteomic correlates of healthy dietary patterns are understudied and may provide mechanistic insight and suggest putative markers between diet and CVD risk. We investigated the prospective association of a dietary proteomic score with cardiometabolic risk factors and CVD in a multi-generational cohort of middle-aged adults.
Methods
We examined participants from the Framingham Heart Study Generation 2 (n = 1611, mean age 55 ± 10, 55.4% women) and Generation 3 (n = 862, mean age 46 ± 8, 56.6% women) who had complete dietary, proteomic, and covariate data, and were free from prevalent CVD. We analyzed plasma proteins using DNA aptamer-based technology, and three dietary pattern indices were derived from a semiquantitative food frequency questionnaire. With elastic net regression, we identified 11 diet-related proteins and created a weighted DPS, which had the strongest correlation with the DASH diet score (r = 00.30, p < 0.0001).
Results
Over a median of 25 and 13 years we observed 533 CVD events. A 1-standard deviation (SD) increase in dietary proteomic score was associated with a 54% lower prevalence of Metabolic Syndrome (P ≤ 0.001) in multivariable-adjusted logistic regression models. Using multivariable Cox regression models adjusted for adjusting for lifestyle factors and the Dietary Approaches to Stop Hypertension (DASH) diet score, a 1-SD increase in the dietary proteomic score was associated with a 20% lower risk of CVD (HR [95% CI], 0.80 [0.73, 0.88]) and those in the highest tertile of the dietary proteomic score, compared to the lowest, had a 38% reduced risk of CVD (0.62 [0.49, 0.78]). However, these associations were attenuated after further adjustment for known cardiometabolic risk factors (1-SD: HR 0.94, [0.85, 1.04]; T3 vs T1: 0.81 [0.63, 1.03]).
Conclusion
A dietary proteomic score of three healthy dietary pattern indices was strongly associated with prevalent metabolic health cross-sectionally and incident CVD prospectively. These findings provide insight into the mechanisms linking diet quality and cardiometabolic health, and suggest future dietary proteomic studies in independent populations, as well as incorporating proteomics into dietary intervention trials.
Background/Objectives: Diet is recognized as an important determinant of cardiometabolic health, yet evidence from Middle Eastern populations remains scarce. This cross-sectional study investigated the association between a Prudent dietary pattern and multiple indicators of obesity, type-2 diabetes, and cardiovascular disease in a metabolically healthy Qatari cohort. Methods: Data were obtained from 6919 Qatari adults from the Qatar Biobank study. Participants with diagnosed metabolic disorders, pregnancy, or non-fasting blood samples were excluded. Anthropometric, biochemical, and clinical measurements were collected using standardized protocols. Dietary intake was assessed using a 102-item food frequency questionnaire, and a Prudent dietary pattern was derived through factor loadings analysis. Participants were categorized into low and high intake groups of the Prudent dietary pattern. Associations between the Prudent dietary pattern and cardiometabolic markers were examined using generalized linear models adjusted for age, sex, adiposity, and physical activity with Bonferroni correction applied for multiple testing. Results: After correction for multiple testing, greater adherence to the Prudent dietary pattern was significantly associated with lower fat mass index (β = −0.02, p = 0.0001), fasting insulin (β = −0.05, p = 0.0021), and higher fat-free mass (β = 0.01, p = 5.7 × 10−5). Conclusions: Overall, in a metabolically healthy Qatari population, greater compliance to a Prudent dietary pattern was favorably associated with fat and muscle mass, and insulin regulation after adjusting for age, sex, BMI and physical activity. These findings support the role of dietary habits in greater cardiometabolic health in Middle Eastern Arab populations.
Maria M AlAnazi, J. Lovegrove, Zumin Shi et al.· Nutrients· 0 citations
Ultra-processed foods (UPFs) have become dominant in modern diets, yet their relationship with atherosclerosis—the primary pathological basis of cardiovascular disease—remains inadequately characterized. We investigated the association between UPF consumption and incident atherosclerosis risk and explored underlying metabolomic and proteomic molecular signatures.
We conducted a prospective analysis of 133,797 UK Biobank participants free of atherosclerosis at baseline. Dietary intake was assessed using 24-h dietary recalls, and UPF consumption was categorized according to the NOVA classification system. Incident atherosclerosis cases were identified through hospital admission records and death registries. Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). In subset analyses, we performed nuclear magnetic resonance metabolomic profiling and plasma proteomic analysis using the Olink platform to identify molecular signatures associated with UPF-related atherosclerosis risk.
During a median follow-up of 10.93 years (interquartile range, 10.83–11.40 years), 654 incident cases of atherosclerosis were documented. After multivariable adjustment, participants in the highest quartile (Q4) of servings/day showed an elevated risk (HR 1.40, 95% CI 1.12–1.75;
p
= 0.003) compared to the lowest quartile (Q1). Similarly, participants in Q4 of UPF consumption (g/day) had a 29% increased risk of atherosclerosis compared to those in Q1 (HR 1.29, 95% CI 1.03–1.60;
p
= 0.024). Restricted cubic spline analysis revealed higher UPF intake was associated with higher risk. Sparse LASSO identified UPF-related signatures comprising 30 metabolites and 25 proteins, predominantly involving lipoprotein, energy-metabolic, inflammatory, and endocrine pathways. Several biomarkers remained associated with incident atherosclerosis after multivariable adjustment and multiple-testing correction.
Higher UPF consumption is associated with increased atherosclerosis risk. Distinct metabolomic and proteomic signatures characterized by systemic inflammation, lipid dysregulation, and enzymatic alterations may reflect potential pathways. These findings support dietary recommendations emphasizing minimally processed foods for cardiovascular disease prevention and highlight candidate molecular correlates requiring independent validation.
Yi-Xin Zhao, Yu-Guang Li, Xiang-Liang Liu et al.· Frontiers in Nutrition· 0 citations
Prospective evidence linking overall diet quality to gastroesophageal reflux disease (GERD) is limited, and metabolic pathways remain unclear. In a cohort of 183,878 adults free of GERD at baseline, we examined nine dietary pattern scores derived from repeated 24-hour dietary recalls and assessed associations with incident GERD over a median follow-up of 13.2 years, during which 15,401 cases occurred. Higher adherence to healthy patterns including MED, MIND, DASH, and DI-GM was associated with lower GERD risk (highest vs lowest tertile HRs 0.87-0.89), whereas a pro-inflammatory pattern (E-DII) was linked to higher risk (HR 1.11). In a metabolomics sub-cohort (N=98,669), diet-related NMR metabolomic signatures, derived from 168 biomarkers using Elastic Net regression, reflected similar associations and mediated 11.1%-32.2% of the diet-GERD relationship. Associations were largely consistent across subgroups and robust in sensitivity analyses, supporting a potential role of systemic metabolic profiles in mediating the effects of diet on GERD and highlighting metabolic mechanisms underlying diet-related disease risk.
Lei Zhang, Chunhui Ma, Yu Chen et al.· British Journal of Nutrition· 0 citations
BACKGROUND
Associations between dietary macronutrient composition and the risk of major chronic diseases remain uncertain, partly due to reliance on self-reported dietary intake.
OBJECTIVES
We make comparisons among biomarker-calibrated dietary macronutrient densities and the risks of cardiovascular diseases (CVDs), cancers, and type-2 diabetes (T2D) over long-term follow-up in Women's Health Initiative (WHI) cohorts of postmenopausal U.S. females.
METHODS
Biomarker-based intake estimates from serum and 24-hour urine metabolomic profiles were calculated for macronutrient component densities in a WHI Nutrition and Physical Activity Assessment Study (n=436). These values were regressed linearly on corresponding FFQ density estimates and participant characteristics to produce calibration equations that adjust food frequency questionnaire (FFQ) estimates for random and systematic measurement error. Biomarker-calibrated dietary density estimates were calculated in larger WHI cohorts (n=82,121). Hazard ratio methods were used to prospectively relate both biomarker-calibrated intake assessments and, separately, FFQ assessments to chronic disease risk.
RESULTS
Calibration equations meeting an adjusted R2 criterion could be developed for protein, carbohydrate, saturated (SFA) and polyunsaturated (PUFA) fatty acid densities, and for several specific SFA and PUFA densities, but not for monounsaturated fatty acid density. Hazard ratio (HR) estimates (95% CIs) for 20% increments in biomarker-calibrated SFA density and PUFA density, compared to other macronutrient sources, were respectively 1.13 (1.04, 1.23) and 0.95 (0.87, 1.04) for coronary heart disease (CHD), 1.02 (0.96, 1.08) and 1.10 (1.02, 1.17) for breast cancer, and 1.07 (1.04, 1.11) and 1.07 (1.03, 1.12) for T2D. Protein density also was directly associated with T2D risk. Positive SFA density associations with CVD and T2D risk may be attributable to dietary palmitic acid.
CONCLUSIONS
Compared to other macronutrient sources, risk may be elevated for CHD at higher SFA density, for breast cancer at higher PUFA density, and for T2D risk at higher SFA, PUFA, and protein densities, among postmenopausal U.S. females. This study is registered with clinicaltrials.gov identifier: NCT00000611 https://clinicaltrials.gov/study/NCT00000611.
Ross L. Prentice, S. Vasan, Cheng Zheng et al.· American Journal of Clinical...· 0 citations
The underlying mechanisms of the associations between dietary patterns and liver disease remain unclear. We aimed to identify metabolic signatures (MSs) reflecting adherence to ten healthy dietary patterns and to investigate their associations with metabolic dysfunction-associated steatotic liver disease (MASLD) and cirrhosis. This cohort study included 82,259 participants with detailed dietary and metabolomic data. MSs for each dietary pattern were derived using elastic-net regression. Cox proportional hazards regression, Mendelian randomization, and mediation analyses were employed to explore potential associations and mechanisms. MSs for ten healthy dietary patterns were derived from 31 to 116 metabolites, primarily comprising fatty acids, lipids, and lipoprotein subclasses. Across all patterns, MSs were consistently associated with a lower risk of MASLD, with hazard ratios (HRs) ranging from 0.59 to 0.76. Notably, MSs for MIND, HPDI, rE-DII, and HLCD were associated with reduced cirrhosis risk (HRs: 0.56 to 0.63). Mendelian randomization analysis supported a potential causal relationship between MSs of MED, MIND, HPDI, and EAT-Lancet diets and liver diseases. Mediation analysis revealed that specific MSs accounted for 20.1% to 29.4% of the association between dietary patterns and MASLD, and 25.7% to 27.4% of that with cirrhosis. Metabolites from fatty acid metabolism and lipoprotein subclasses were significantly linked to liver diseases, and substantial mediated effects were observed across these metabolic pathways. Specific MSs linked to healthy dietary patterns are associated with reduced risk of liver disease, potentially underlying the diet's protective mechanism against MASLD and guiding future dietary guidelines in preventing progressive liver disease.