# Dietary patterns are associated with adolescent growth in China: a latent class analysis

**Authors:** Bingxin Jin, Danyan An

PMC · DOI: 10.3389/fnut.2025.1690369 · Frontiers in Nutrition · 2026-01-09

## TL;DR

This study found that a nutrient-balanced diet is linked to better growth in Chinese adolescents compared to less balanced eating patterns.

## Contribution

The study identifies distinct dietary patterns in Chinese adolescents and quantifies their associations with growth outcomes using latent class analysis.

## Key findings

- Adolescents with a comprehensive nutrient-balanced diet were on average 3.31 cm taller than those with a meat-egg traditional diet.
- A diverse protein-rich diet was associated with a moderate 2.00 cm height advantage compared to the traditional diet pattern.
- The associations between dietary patterns and growth were consistent when measured by height and height-for-age z-scores.

## Abstract

Adolescents’ growth and development are closely related to dietary patterns, yet evidence on the relationship between overall dietary patterns and adolescent growth in contemporary China is limited. This study aimed to identify major dietary patterns among Chinese adolescents and examine their associations with height and height-for-age z-scores (HAZ).

In this cross-sectional analysis of 2,466 adolescents (age 10–15) from the China Family Panel Studies (2012), dietary patterns derived by latent class analysis were examined in relation to parent-reported height. Dietary assessment used eight binary food-group indicators for past-week consumption; height was reported by a parent or guardian. Associations were estimated using multivariable linear regression and reported as adjusted HAZ differences (and corresponding absolute height differences in centimeters).

Three distinct dietary patterns were identified: Pattern 1 (Meat-Egg Traditional), Pattern 2 (Diverse Protein-Rich), and Pattern 3 (Comprehensive Nutrient-Balanced). In the fully adjusted models, adolescents in Pattern 3 were on average 3.31 cm taller than those in Pattern 1 (p < 0.001). Pattern 2 also showed a moderate positive association, with participants being approximately 2.00 cm taller than those in Pattern 1 (p = 0.003). Findings for HAZ were consistent with those for absolute height.

These findings suggest that a comprehensive, nutrient-balanced dietary pattern is positively associated with adolescent growth. Promoting nutrient-rich, diversified diets during adolescence could help maximize growth potential and improve developmental outcomes in youth.

## Full text

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## References

30 references — full list in the complete paper: https://tomesphere.com/paper/PMC12827119/full.md

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Source: https://tomesphere.com/paper/PMC12827119