Clinical Data Mega-Collection of Obesity and Obesity-Related Trials: Primary Inclusion Criteria from All Studies and Highlights of Clinical Efficacy Analysis of GLP-1 Drugs
Trung Tin Nguyen, David R. Elmaleh

TL;DR
This paper analyzes 10,407 obesity-related clinical trials and evaluates the effectiveness of GLP-1 drugs like semaglutide and tirzepatide for weight loss.
Contribution
The study introduces a new AI tool (TAITAN) for collecting and analyzing obesity clinical trial data and compares the efficacy of new GLP-1 drugs.
Findings
Tirzepatide outperforms semaglutide in weight loss, especially in people with type 2 diabetes.
BMI remains a primary inclusion criterion in trials despite its limitations.
Long-term effects of weight loss therapies on organs like kidneys and heart are not well studied.
Abstract
Background/Objectives: Obesity is heterogeneous and considered a chronic epidemic with significant un-met needs for management, treatment, and prevention. Methods: In this study, we used LizAI’s software TAITAN (alpha version) for the mega-collection and analysis of clinical data from 10,407 trials addressing obesity and obesity-related diseases and their associated publications, mainly on PubMed. Results: We report an intensive growth of clinical trials until the end of 2024 and highlight the use of the body mass index (BMI) as a critical criterion in clinical participant selection despite its limitations. The significant disparities in races, regions, and the sites of trials across all studies have not been addressed, posing the possibility of research in the far future on the applications of precision medicine in weight management. In the latter parts of this paper, we analyze and…
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Taxonomy
TopicsDiabetes Treatment and Management · Pharmacology and Obesity Treatment · Diet and metabolism studies
