Effects of dietary quality on type 2 diabetes risk and the mediating role of inflammatory markers

This study aimed to explore the association between multiple dietary quality indices and diabetes risk and investigate the potential role of systemic inflammatory markers in such relationships. Data were obtained from 21 476 participants in the Fuqing Cohort Study who completed a FFQ. Dietary quality was assessed using the Healthy Eating Index (HEI), Diet Quality Index (DQI) and Diet Balance Index (DBI). Logistic regression models were used to examine associations among dietary quality, inflammatory markers and glycemic status. Mediation models were employed to evaluate potential mediating effects of eleven systemic inflammatory markers. All three dietary indices were inversely associated with diabetes risk. Compared with participants in the lowest dietary quality category, the adjusted OR (95 % CI) of the highest dietary quality category were 0·863 (0·768, 0·970) for HEI, 0·719 (0·640, 0·807) for DQI and 0·852 (0·754, 0·961) for DBI. Single-mediator analyses showed potential indirect effects of the HEI on diabetes risk via total white blood cell count, neutrophil, monocyte counts, neutrophil-to-lymphocyte ratio and systemic immune-inflammation index, with mediated proportions of 10·67 %, 11·32 %, 4·05 %, 3·22 % and 3·26 %, respectively. In the parallel multiple mediation model including all mediators, a potential indirect effect (OR = 0·980; 95 % CI: 0·759, 0·963) was observed, with a mediated proportion of 8·83 %. Higher dietary quality, as assessed by the HEI, DQI and DBI, is inversely associated with hyperglycaemia risk and linked to lower levels of systemic inflammatory markers. The adverse association of poor dietary quality with diabetes risk may be partially mediated by systemic inflammatory factors.

Authors

Institutions

Publication Details

Journal
British Journal Of Nutrition
Published
2026-10-15
DOI
https://doi.org/10.1017/s0007114526108605
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

Effects of dietary quality on type 2 diabetes risk and the mediating role of inflammatory markers

Weihong Qiu, Qingling Su, Fengqiong Liu, Weimin Ye et al.
British Journal Of Nutrition
Nutritional Studies and Diet
article

Effects of dietary quality on type 2 diabetes risk and the mediating role of inflammatory markers

Weihong Qiu, Qingling Su, Fengqiong Liu, Weimin Ye, Shanshan Du, Jiamin Gong, Xiaoying Hu, Qiaofen Lin, Ziqi Lin
article en

Abstract

This study aimed to explore the association between multiple dietary quality indices and diabetes risk and investigate the potential role of systemic inflammatory markers in such relationships. Data were obtained from 21 476 participants in the Fuqing Cohort Study who completed a FFQ. Dietary quality was assessed using the Healthy Eating Index (HEI), Diet Quality Index (DQI) and Diet Balance Index (DBI). Logistic regression models were used to examine associations among dietary quality, inflammatory markers and glycemic status. Mediation models were employed to evaluate potential mediating effects of eleven systemic inflammatory markers. All three dietary indices were inversely associated with diabetes risk. Compared with participants in the lowest dietary quality category, the adjusted OR (95 % CI) of the highest dietary quality category were 0·863 (0·768, 0·970) for HEI, 0·719 (0·640, 0·807) for DQI and 0·852 (0·754, 0·961) for DBI. Single-mediator analyses showed potential indirect effects of the HEI on diabetes risk via total white blood cell count, neutrophil, monocyte counts, neutrophil-to-lymphocyte ratio and systemic immune-inflammation index, with mediated proportions of 10·67 %, 11·32 %, 4·05 %, 3·22 % and 3·26 %, respectively. In the parallel multiple mediation model including all mediators, a potential indirect effect (OR = 0·980; 95 % CI: 0·759, 0·963) was observed, with a mediated proportion of 8·83 %. Higher dietary quality, as assessed by the HEI, DQI and DBI, is inversely associated with hyperglycaemia risk and linked to lower levels of systemic inflammatory markers. The adverse association of poor dietary quality with diabetes risk may be partially mediated by systemic inflammatory factors.

British Journal Of Nutrition
Fujian Medical University (CN), Karolinska Institutet (SE)
National Natural Science Foundation of China
Good health and well-being
Openalex Percentile: Top 11%
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.