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. 2025 Jul 22;24(1):118.
doi: 10.1186/s12937-025-01179-5.

Associations of a healthy beverage pattern with all-cause and cause-specific mortality among US adults: a nationwide cohort study

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Associations of a healthy beverage pattern with all-cause and cause-specific mortality among US adults: a nationwide cohort study

Yu Feng et al. Nutr J. .

Abstract

Background: Not all beverage items are necessarily beneficial for health, but the potential impact of an overall beverage pattern on health remains unknown. We aimed to examine associations of adherence to an overall healthy beverage pattern with all-cause and cause-specific mortality in a prospective cohort of US populations.

Methods: We included 8,894 adults from the National Health and Nutrition Examination Survey (2001-2019), a nationally representative cohort of US populations. Dietary data were collected at baseline based on the 24-h recall dietary interview. Using the data, we calculated a healthy beverage score (HBS), where coffee, tea, and low-fat milk received positive scores, while alcohol, fruit juice, artificially sweetened beverages, sugar-sweetened beverages, and whole-fat milk received reverse scores. A higher HBS reflected a healthier beverage pattern. We used Cox proportional hazards models to calculate hazard ratios (HRs) and 95% confidence intervals (CIs) for the associations of HBS with mortality, adjusting for demographics, dietary and lifestyle factors, and medical history.

Results: During a mean follow-up of 15.5 years, we recorded 2,363 all-cause deaths, including 761 cardiovascular disease (CVD) deaths, 511 cancer deaths, and 1,091 other deaths. Compared with the lowest quartile of HBS, the HRs and 95%CIs of the highest quartile of HBS were 0.79 (0.68, 0.92) for all-cause mortality, 0.75 (0.60, 0.95) for CVD mortality, 0.92 (0.70, 1.22) for cancer mortality, and 0.75 (0.58, 0.98) for other mortality. Inverse linear relationships of HBS with all-cause, and CVD mortality were observed using restricted cubic splines (Pnon-linearity >0.05). These results were consistent across subgroups predefined by age, sex, smoking status, dietary fiber consumption, hypertension, hyperlipidemia, daily energy intake, and Healthy Eating Index-2015. Results were robust in several sensitivity analyses.

Conclusions: Greater adherence to HBS was associated with a substantially lower risk of all-cause, CVD and other mortality. These findings suggest that greater adherence to a healthy beverage pattern could benefit prevention of premature mortality.

Keywords: Healthy beverage score; Mortality; Public health.

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Conflict of interest statement

Declarations. Ethics approval and consent to participate: The Ethics Review Board of the National Center for Health Statistics (NCHS) granted approval for the survey protocol. The written informed consent form was obtained from all participants. Competing interests: The authors declare no competing interests. Clinical trial number: Not applicable.

Figures

Fig. 1
Fig. 1
Associations of the HBS with all-cause and CVD mortality using restricted cubic spines in the NHANES study. (A) Healthy beverage score and all-cause mortality; (B) Healthy beverage score and CVD mortality. Multivariable analyses were adjusted for age (years), sex (male, female), race (non-Hispanic Black, non-Hispanic White, Mexican American, other Hispanic, other Races), smoking status (current, former, never smoker), PIR (continuous), education level (Junior middle school and below, High school or equivalent, College or above), BMI (kg/m²; <18.5, 18.5–19.9, 20.0–24.9, 25.0–29.9 and ≥ 30.0), hypertension (yes/no), hyperlipidemia (yes/no), number of medicines (number), daily energy intake (kcal/day; quartiles), dietary fiber consumption (g/day; ≤median, >median), fruit consumption (serving/day; ≤median, >median), vegetable consumption (serving/day; ≤median, >median), meat consumption (ounce/day; ≤median, >median), physical activity (MET-minutes/week). Solid line indicates HR and dashed lines indicate 95%CIs. HBS, Healthy Beverage Score; PIR, income-poverty-ratio; BMI, body mass index; CVD, cardiovascular disease; MET, metabolic equivalent of task

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