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Personalized Weight-Loss Targets for Metabolic Syndrome Reversal: A BMI-Normalization Achievement Rate-Based Cohort
Junfeng Qi1, Longzhu Xiong2, Chuansha Wu2,3
1Institute of Chronic and Non-Communicable Disease Control and Prevention, Hubei Provincial Center for Disease Control and Prevention, Wuhan, Hubei, China.
Obesity (Silver Spring, Md.)
|July 31, 2026
Summary
Personalized weight-loss targets can help reverse metabolic syndrome (MetS) without full BMI normalization. The novel BMI-normalization achievement rate (BMI-NAR) metric quantifies progress toward healthy weight goals.
Area of Science:
- Metabolic Syndrome Research
- Obesity and Weight Management
- Cardiovascular Health
Background:
- Metabolic syndrome (MetS) affects a significant portion of the adult population, increasing cardiovascular disease risk.
- Achieving a normal Body Mass Index (BMI) is often a goal for MetS management, but personalized targets are needed.
- Current weight-loss recommendations for MetS may not account for individual baseline BMI and progress.
Purpose of the Study:
- To introduce and evaluate the BMI-normalization achievement rate (BMI-NAR) as a novel metric for personalized weight-loss targets in MetS.
- To explore the dose-response relationship between BMI-NAR and the likelihood of MetS reversal.
- To identify potential minimum effective weight-loss thresholds for MetS reversal based on BMI-NAR.
Main Methods:
- A longitudinal cohort of 7340 adults with overweight/obesity and MetS from the ChinaHEART project was analyzed.
- BMI-NAR was calculated as the percentage of progress toward a normal BMI (<24 kg/m²).
- Logistic regression and restricted cubic splines were used to assess the association between BMI-NAR and MetS reversal.
Main Results:
- Each 50% increase in BMI-NAR was significantly associated with MetS reversal (OR=1.10).
- Exploratory minimum effective thresholds for MetS reversal were identified: 37% for the overall population, 53% for overweight, and 22% for obesity.
- Personalized minimum weight-loss targets ranged from 2%-8% for overweight individuals and 3%-9% for those with obesity.
Conclusions:
- Metabolic syndrome reversal is achievable without reaching a normal BMI.
- BMI-NAR offers a quantifiable framework for establishing personalized, effective minimum weight-loss goals for individuals with MetS.
- External validation is necessary to confirm these findings before widespread clinical application.
