TY - JOUR
T1 - Dietary Macronutrient Composition and Protein Concentration for Weight Loss Maintenance
AU - Zhang, Hanyue
AU - Vasileiou, Aikaterina
AU - Searle, Dominique
AU - Larsen, Sofus C.
AU - Senior, Alistair M.
AU - Magkos, Faidon
AU - Ward, Leigh C.
AU - Horgan, Graham
AU - Santos, Inês
AU - Palmeira, António L.
AU - Simpson, Stephen J.
AU - Raubenheimer, David
AU - Stubbs, R. James
AU - Heitmann, Berit L.
N1 - Publisher Copyright:
© 2025 The Author(s). Obesity published by Wiley Periodicals LLC on behalf of The Obesity Society.
PY - 2025/10
Y1 - 2025/10
N2 - Objective: To examine the association between dietary macronutrient composition and 12-month weight loss maintenance (WLM) in adults who achieved initial weight loss (≥ 5%). Methods: This prospective cohort analysis used 12-month follow-up data from the Navigating to a Healthy Weight trial. Macronutrient composition (%) was assessed using a 4-day, 24-h dietary recall. Food sources were categorized as discretionary foods, lean meat, vegetables, fruit, grains, and dairy. Primary outcomes included 12-month changes in body weight, fat mass index (FMI), waist-to-height ratio (WHtR), and hip-to-height ratio (HHtR). A nutritional geometry approach was used to examine individual and interactive associations of macronutrient intake, visualizing as response surfaces. Results: Among 1518 participants (69.8% women; mean age 45 ± 12 years), mean macronutrient composition was 20.6% protein, 33.8% fat, and 43.1% carbohydrate. Protein energy percentage was inversely associated with energy intake (β: −0.33; 95% CI: −0.39, −0.27). Response surfaces revealed that lower proportional energy from protein, diluted by high fat and/or carbohydrate, was associated with higher total energy intake and greater 12-month increases in body weight, WHtR, and HHtR, but not FMI. Consumption of discretionary food, not other food sources, increased energy intake by reducing proportional energy from protein. Conclusions: Maintaining dietary proportional energy from protein, particularly by limiting discretionary food consumption, was associated with reduced energy intake and improved WLM.
AB - Objective: To examine the association between dietary macronutrient composition and 12-month weight loss maintenance (WLM) in adults who achieved initial weight loss (≥ 5%). Methods: This prospective cohort analysis used 12-month follow-up data from the Navigating to a Healthy Weight trial. Macronutrient composition (%) was assessed using a 4-day, 24-h dietary recall. Food sources were categorized as discretionary foods, lean meat, vegetables, fruit, grains, and dairy. Primary outcomes included 12-month changes in body weight, fat mass index (FMI), waist-to-height ratio (WHtR), and hip-to-height ratio (HHtR). A nutritional geometry approach was used to examine individual and interactive associations of macronutrient intake, visualizing as response surfaces. Results: Among 1518 participants (69.8% women; mean age 45 ± 12 years), mean macronutrient composition was 20.6% protein, 33.8% fat, and 43.1% carbohydrate. Protein energy percentage was inversely associated with energy intake (β: −0.33; 95% CI: −0.39, −0.27). Response surfaces revealed that lower proportional energy from protein, diluted by high fat and/or carbohydrate, was associated with higher total energy intake and greater 12-month increases in body weight, WHtR, and HHtR, but not FMI. Consumption of discretionary food, not other food sources, increased energy intake by reducing proportional energy from protein. Conclusions: Maintaining dietary proportional energy from protein, particularly by limiting discretionary food consumption, was associated with reduced energy intake and improved WLM.
KW - cohort study
KW - dietary protein
KW - obesity prevention
KW - weight loss maintenance
UR - https://www.scopus.com/pages/publications/105012606893
U2 - 10.1002/oby.24370
DO - 10.1002/oby.24370
M3 - Journal article
C2 - 40774350
AN - SCOPUS:105012606893
SN - 1930-7381
VL - 33
SP - 1995
EP - 2004
JO - Obesity
JF - Obesity
IS - 10
ER -