# Associations of Total Dietary Quality Score, Dietary Behavior Adherence, and Dietary Portion Adherence with Metabolic Factors Among People with Type 2 Diabetes Mellitus

**Authors:** Pi-Hui Hsu, Ming-Chieh Tsai, Chiao-Ya Chan, Chih-Yuan Wang, Jung-Fu Chen, Shih-Te Tu, Horng-Yih Ou, Chun-Chuan Lee

PMC · DOI: 10.3390/nu17213366 · 2025-10-26

## TL;DR

This study shows that better dietary quality is linked to improved metabolic health in people with type 2 diabetes in Taiwan.

## Contribution

The study introduces a total dietary quality score as a multidimensional tool for assessing and improving diabetes management.

## Key findings

- Higher dietary quality scores correlated with lower BMI, waist circumference, and blood sugar levels.
- Participants with better dietary scores consumed more vegetables and protein while eating less fat.
- Each point increase in the score led to measurable improvements in multiple metabolic markers.

## Abstract

Aims: To examine the association between the total dietary quality score (TDQS) and metabolic outcomes among adults with type 2 diabetes (T2DM) in Taiwan. Methods: This cross-sectional study enrolled 981 adults with T2DM from 40 diabetes health promotion institutions (DHIPs). Registered dietitians assessed dietary behavior adherence (DBA) and dietary portion adherence (DPA) using a validated dietary quality questionnaire, which were combined into a TDQS. Participants were categorized into tertiles: G1 (≤106.7), G2 (106.8–118.7), and G3 (≥118.8). Associations with metabolic outcomes were analyzed using ANOVA, logistic, and multiple linear regression. Results: Participants in the highest TDQS tertile (G3) had significantly lower BMI, waist circumference (WC), fasting blood glucose (FBG), HbA1c, total cholesterol, and triglyceride levels, and a higher proportion achieved HbA1c < 7%. Compared with lower tertiles, G3 participants consumed more vegetables and derived a greater proportion of total energy from protein, whereas participants with a lower TDQS reported higher total energy and fat intakes. Each 1-point increase in TDQS was independently associated with reductions in WC (−0.155 cm), BMI (−0.151 kg/m2), FBG (−0.106 mg/dL), HbA1c (−0.136%), total cholesterol (−0.076 mg/dL), and triglyceride levels (−0.148 mg/dL). Conclusions: Higher TDQS is significantly associated with improved metabolic outcomes in adults with T2DM, supporting its use as a practical, multidimensional tool for clinical nutrition assessment and personalized dietary intervention.

## Linked entities

- **Diseases:** type 2 diabetes mellitus (MONDO:0005148), type 2 diabetes (MONDO:0005148)

## Full-text entities

- **Diseases:** Type 2 Diabetes Mellitus (MESH:D003924), diabetes (MESH:D003920)
- **Chemicals:** triglyceride (MESH:D014280), cholesterol (MESH:D002784), glucose (MESH:D005947)

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Source: https://tomesphere.com/paper/PMC12609457