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Record W4415552134 · doi:10.4103/ijdt.ijdt_22_25

Adiposity-based Chronic Diseases and the Therapeutic Role of Glucagon-like Peptide-1 Receptor Agonists

2025· article· en· W4415552134 on OpenAlexaff
Rajiv Kovil, Tejas Shah, Snehal Tanna, Vijay Negalur, SONALI A. PATANGE, Ami Sanghvi, PC Manoria, Mangesh Tiwaskar, Dakshata Padhye, Alpana Sowani, Ragini Rohatgi, Alka Gandhi, Anuradha Kapur, Indumathi Kuberan, Lotika Purohit, Shefali Kharkhanis, Anushree Mehta, Imran Hafizi, Paresh Ved, Vinod Methil, Rajesh Yadav, Gaurav Beswal, Bensley Gonsalves, Kamlesh Nayak

Bibliographic record

VenueInternational Journal of Diabetes and Technology · 2025
Typearticle
Languageen
FieldMedicine
TopicDiabetes Treatment and Management
Canadian institutionsJuvenile Diabetes Research Foundation
Fundersnot available
KeywordsPolycystic ovaryDiseaseSemaglutideType 2 diabetesDiabetes mellitusKidney diseaseWeight lossTherapeutic approach

Abstract

fetched live from OpenAlex

Abstract Adiposity-Based Chronic Disease (ABCD) is a complex, multifactorial condition that recognizes obesity as a chronic, relapsing disease influenced by biological, behavioral, cultural, and environmental factors. The ABCD framework emphasizes a patient-centered, holistic approach to diagnosis and treatment, moving beyond weight-centric models to address the systemic consequences of adiposity. Among therapeutic options, GLP-1 receptor agonists (GLP-1RAs) have emerged as a cornerstone in the management of ABCD by improving metabolic parameters and targeting the underlying pathophysiology of multiple interrelated conditions. GLP-1RAs enhance glycemic control and insulin sensitivity in type 2 diabetes while promoting weight loss and reducing cardiovascular risk by lowering blood pressure, improving lipid profiles, and reducing inflammation. They have shown efficacy in treating heart failure with preserved ejection fraction (HFpEF), particularly in patients with obesity. In metabolic dysfunction-associated steatotic liver disease (MASLD), GLP-1RAs reduce hepatic steatosis and inflammation, while in polycystic ovary syndrome (PCOS), they improve ovulation and menstrual regularity. Additionally, GLP-1RAs support kidney function preservation in chronic kidney disease (CKD) through blood pressure and glucose regulation and anti-inflammatory effects. Hence, the pleiotropic benefits of GLP-1Ras extend across the eight ABCD pillars obesity, type 2 diabetes, cardiovascular disease/heart failure, MASLD, polycystic ovary syndrome/infertility, CKD, hypertension, and dyslipidaemia positioning GLP-1RAs as a versatile, disease-modifying therapy. Also, the availability of oral semaglutide has further enhanced accessibility and convenience in the long-term management of ABCD, especially for patients preferring non-injectable therapies. In this clinical review, we will discuss the therapeutic role of GLP-1RAs, with a focus on oral semaglutide, across the eight pillars of ABCD, highlighting their multisystem benefits beyond weight loss.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.424
Threshold uncertainty score0.221

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.003
GPT teacher head0.236
Teacher spread0.233 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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