Associations of key diet-quality indexes with trajectory of multimorbidity: a prospective study in the UK Biobank

Dietary patterns have been associated with the morbidity and mortality of individual non-communicable diseases(NCDs). However, the impacts of baseline dietary patterns among the initially healthy population on the progression from healthy to first non-communicable disease (FNCD), subsequently to multimorbidity, and further to death remain unclear. One hundred forty eight thousand eight hundred fifty eight participants free of cancer, cardiovascular disease(CVD), chronic respiratory disease(CRD), and type 2 diabetes(T2D) in the subsample of UK Biobank with 24 h recall data were included in our research. Multimorbidity was defined as the coexistence of at least two diagnoses of cancer, CVD, CRD, and T2D. Health outcome data was acquired from primary care data, inpatient hospital records, cancer registries and death registries. Multi-state model was used to analyze the impacts of four diet-quality indexes and key food components on the whole trajectory of multimorbidity. During a median follow-up of 12.5 years, 28,340 participants experienced at least one NCDs, 4,019 developed multimorbidity, and 4,815 dead. Four diet-quality indexes at baseline were all inversely associated with the risks of transitions from healthy to FNCD, from FNCD to multimorbidity, and from healthy to death, but not transitions from FNCD and multimorbidity to death. The HRs (95% CIs) across extreme quartiles of DASH index were 0.87(0.84–0.90) and 0.75(0.69–0.82) for transitions from healthy to FNCD and subsequent to multimorbidity. For transition from healthy to death, the HR (95% CIs) across extreme quartiles of DASH was 0.75(0.63–0.90). High fruits, vegetables, and whole grain were associated with lower risks of transitions from baseline to FNCD and subsequent to multimorbidity. But sugar sweetened beverage was associated with higher risks of these transitions. Furthermore, males, normal-weight and previous/current smoking participants appeared to derive the greater benefit from high diet-quality indexes, although the associations remained statistically significant in females, overweight/obesity and never smoking individuals. Our study indicated that healthy dietary patterns at baseline were associated with lower risks of progression from healthy to FNCD, subsequently to multimorbidity, and from baseline to death. These findings emphasize the critical role of maintaining a high-quality diet before NCD onset, as it may further contribute to preventing multimorbidity development.

Authors

Institutions

Publication Details

Journal
BMC Public Health
Published
2026-08-03
DOI
https://doi.org/10.1186/s12889-026-28757-4
Primary Topic
Nutritional Studies and Diet
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Associations of key diet-quality indexes with trajectory of multimorbidity: a prospective study in the UK Biobank

Qingrao Song, Ruiqi Shan, Fangyi Zhu, Lin Liu et al.
BMC Public Health
Nutritional Studies and Diet
article

Associations of key diet-quality indexes with trajectory of multimorbidity: a prospective study in the UK Biobank

Qingrao Song, Ruiqi Shan, Fangyi Zhu, Lin Liu, Changhao Sun, Weiqi Wang, Yuqing Hao, Fanyu Meng
article en

Abstract

Dietary patterns have been associated with the morbidity and mortality of individual non-communicable diseases(NCDs). However, the impacts of baseline dietary patterns among the initially healthy population on the progression from healthy to first non-communicable disease (FNCD), subsequently to multimorbidity, and further to death remain unclear. One hundred forty eight thousand eight hundred fifty eight participants free of cancer, cardiovascular disease(CVD), chronic respiratory disease(CRD), and type 2 diabetes(T2D) in the subsample of UK Biobank with 24 h recall data were included in our research. Multimorbidity was defined as the coexistence of at least two diagnoses of cancer, CVD, CRD, and T2D. Health outcome data was acquired from primary care data, inpatient hospital records, cancer registries and death registries. Multi-state model was used to analyze the impacts of four diet-quality indexes and key food components on the whole trajectory of multimorbidity. During a median follow-up of 12.5 years, 28,340 participants experienced at least one NCDs, 4,019 developed multimorbidity, and 4,815 dead. Four diet-quality indexes at baseline were all inversely associated with the risks of transitions from healthy to FNCD, from FNCD to multimorbidity, and from healthy to death, but not transitions from FNCD and multimorbidity to death. The HRs (95% CIs) across extreme quartiles of DASH index were 0.87(0.84–0.90) and 0.75(0.69–0.82) for transitions from healthy to FNCD and subsequent to multimorbidity. For transition from healthy to death, the HR (95% CIs) across extreme quartiles of DASH was 0.75(0.63–0.90). High fruits, vegetables, and whole grain were associated with lower risks of transitions from baseline to FNCD and subsequent to multimorbidity. But sugar sweetened beverage was associated with higher risks of these transitions. Furthermore, males, normal-weight and previous/current smoking participants appeared to derive the greater benefit from high diet-quality indexes, although the associations remained statistically significant in females, overweight/obesity and never smoking individuals. Our study indicated that healthy dietary patterns at baseline were associated with lower risks of progression from healthy to FNCD, subsequently to multimorbidity, and from baseline to death. These findings emphasize the critical role of maintaining a high-quality diet before NCD onset, as it may further contribute to preventing multimorbidity development.

BMC Public Health
Harbin Medical University (CN), Third Affiliated Hospital of Harbin Medical University (CN), Zhejiang Hospital (CN)
National Natural Science Foundation of China
Zero hunger
Openalex Percentile: Top 8%
Nutritional Studies and Diet
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.