# Effects of Personalized Nutrition Education Tailored to Individual Genetic Risk Profiles on Weight Loss in Adults with Obesity: A Randomized Controlled Trial

## TL;DR

Personalized nutrition education based on genetic risk profiles led to greater weight loss and better results than standard nutrition education for adults with obesity.

## Contribution

This study demonstrates that genotype-informed nutrition education improves weight loss outcomes compared to conventional methods.

## Key findings

- The GEN group showed significantly greater reductions in body weight, BMI, and waist circumference compared to the control group.
- Participants with higher genetic risk for carbohydrate-related weight gain had more pronounced improvements with genotype-informed counseling.
- Energy and carbohydrate intake decreased significantly in the genotype-informed group.

## Abstract

What are the main findings?
Personalized nutrition education tailored to individual genetic risk profiles was associated with greater reductions in body weight, body mass index, waist circumference, and body fat, compared to conventional nutrition education in adults with obesity.In exploratory subgroup analyses, participants classified as having higher genetic risk for carbohydrate-related weight gain or glucose regulation demonstrated more pronounced behavioral and metabolic improvements when receiving genotype-informed counseling.

Personalized nutrition education tailored to individual genetic risk profiles was associated with greater reductions in body weight, body mass index, waist circumference, and body fat, compared to conventional nutrition education in adults with obesity.

In exploratory subgroup analyses, participants classified as having higher genetic risk for carbohydrate-related weight gain or glucose regulation demonstrated more pronounced behavioral and metabolic improvements when receiving genotype-informed counseling.

What are the implications of the main findings?
Integrating individual genetic risk information into structured nutrition education may enhance perceived personal relevance and support dietary adherence in obesity management.Precision nutrition delivered through genotype-informed educational frameworks may serve as a practical behavioral strategy for sustainable lifestyle modification in real-world settings.

Integrating individual genetic risk information into structured nutrition education may enhance perceived personal relevance and support dietary adherence in obesity management.

Precision nutrition delivered through genotype-informed educational frameworks may serve as a practical behavioral strategy for sustainable lifestyle modification in real-world settings.

Background/Objectives: Responses to lifestyle interventions vary widely in obesity, and genetic factors may enhance outcomes. This study evaluated whether a 12-week genotype-informed personalized nutrition education (GEN) program improved weight and overall body composition among adults with obesity. Methods: Adults with a body mass index ≥ 25 kg/m2 were randomized to a genotype-informed personalized nutrition education (GEN) group or a control group receiving standard nutrition education. The GEN group received weekly counseling tailored to nine obesity-related genetic traits. Changes were evaluated using paired t-tests and repeated-measures analysis of variance, with significance defined as p < 0.05. Results: Forty-three participants (GEN: n = 19; CON: n = 24) were analyzed. After 12 weeks, the GEN group showed significantly greater reductions than the CON group in body weight (−3.35 ± 0.7 vs. –0.91 ± 0.4 kg, p = 0.004), BMI (–1.17 ± 0.3 vs. –0.32 ± 0.1 kg/m2, p = 0.005), and waist circumference (–5.56 ± 0.8 vs. –2.53 ± 0.7 cm, p < 0.001). Energy (–415 kcal, p = 0.003) and carbohydrate intake (–65 g, p = 0.003) also decreased significantly in the GEN group. Exploratory subgroup analyses suggested that participants classified as high genetic risk showed more pronounced improvements when receiving genotype-informed counseling. No serious adverse events were reported. Conclusions: The genotype-informed personalized nutrition program was associated with greater improvements in body composition than general nutrition education. Integrating genetic risk information into structured nutrition education may enhance perceived personal relevance and support effective weight management.