Patterns of Weight Change Trajectories and Treatment Response in an Integrated Adult Primary Care Weight Management Practice.

Introduction: Given the significant interindividual variable responses to interventions for obesity, the early identification of factors associated with a differential in weight loss would benefit real-world approaches in clinical practice. Objective: This study evaluated the factors associated with individual variability in response to enrolling in a weight management program integrated into an academic-based primary care practice. Methods: Data were retrospectively collected and analyzed for patients referred to a primary care-based weight management practice between 2012 and 2020. A mixed-model, semi-parametric group-based modeling approach was used to identify group membership and explore weight change trajectories over 18 months, as measured by the percent of initial body weight loss and the probability of losing at least 5% of initial body weight (IBW). Results: Three hundred ninety-three patients were included in the study; the median age was 53 years, 84% female, 40% self-identified as non-Hispanic Black, and about one-third white. Among those, 374 had sufficient follow-up data for group-based modeling. Four groups were identified and named: " Conclusions: Compared to the other groups, Weight Gainers and Minimal Late Responders had a distinct trajectory associated with two modifiable factors: the number of treatment visits and AOMs. Tailored interventions targeting these factors early may increase the probability of meaningful weight loss.