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Record W4405861734 · doi:10.7759/cureus.76519

A Comprehensive Review of the Role of GLP-1 Agonists in Weight Management and Their Effect on Metabolic Parameters Such as Blood Glucose, Cholesterol, and Blood Pressure

2024· review· en· W4405861734 on OpenAlexaff
Ushna Gul, Mehwish Martin, Daanyal N Farrukh, P. Shah, Zeenia S Lovely, Mohamed Alansaari, Shriya Maini, M Fariduddin, Ashraf Ullah, Zahra Nazir

Bibliographic record

VenueCureus · 2024
Typereview
Languageen
FieldMedicine
TopicDiabetes Treatment and Management
Canadian institutionsMcMaster University
Fundersnot available
KeywordsMedicineLiraglutideSemaglutideBlood pressureExenatideInternal medicineGlucagon-like peptide 1 receptorMaceGlucagon-like peptide-1EndocrinologyDiabetes mellitusType 2 diabetesMyocardial infarctionAgonistReceptor

Abstract

fetched live from OpenAlex

Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) have been developed to manage type 2 diabetes mellitus. Although, in the last 10 years, the use of GLP-1 RAs, especially semaglutide and liraglutide, has increased, its clinical implications and how it affects metabolic parameters have yet to be fully consolidated. This narrative review explores the metabolic effects of GLP-1 RAs in weight management, blood glucose, cardiovascular health, lipid profiles, and blood pressure. Data were collected by comparing GLP-1 RAs, such as semaglutide, liraglutide, tripeptide, and exenatide, as well as comparing them to a baseline treatment group. GLP-1 RAs have shown consistent results in managing blood glucose levels by lowering HbA1c with minimal hypoglycemic risk and increasing insulin production and synthesis. GLP-1 RAs have been found to improve overall cardiovascular health and reduce major adverse cardiovascular events (MACE) by improving the endothelial function of the vasculature and lowering ANP (atrial natriuretic peptide) production, leading to reduced blood pressure. In addition to the cardiovascular benefits, GLP-1 RAs have a varying effect on lipid profiles, finding statistically significant results for low-density lipoprotein cholesterol levels. In conjunction with all the effects, GLP-1 RAs have been found to lower weight and aid in weight management.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.773
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.000
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 head0.014
GPT teacher head0.281
Teacher spread0.267 · 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.

Study designNot applicable
Domainnot available
GenreReview

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

Citations4
Published2024
Admission routes1
Has abstractyes

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