<?xml version="1.0" encoding="UTF-8"?><article article-type="review-article" xml:lang="en"><front><journal-meta><journal-title-group><journal-title>Global Medical Reviews</journal-title><abbrev-journal-title>GMR</abbrev-journal-title></journal-title-group></journal-meta><article-meta><article-id pub-id-type="publisher-id">e0003</article-id><title-group><article-title>Personalizing incretin therapy for obesity: a focused systematic review</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Fakhradiyev</surname><given-names>Ildar</given-names></name><contrib-id contrib-id-type="orcid">0000-0003-0528-3874</contrib-id></contrib><contrib contrib-type="author"><name><surname>Fazylov</surname><given-names>Timur</given-names></name><contrib-id contrib-id-type="orcid">0000-0001-9604-5155</contrib-id></contrib><contrib contrib-type="author"><name><surname>Ibragimova</surname><given-names>Liliya</given-names></name><contrib-id contrib-id-type="orcid">0000-0002-8381-5330</contrib-id></contrib></contrib-group><pub-date pub-type="epub"><day>14</day><month>09</month><year>2026</year></pub-date><volume>1</volume><issue>1</issue><fpage>43</fpage><lpage>63</lpage><permissions><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/" xmlns:xlink="http://www.w3.org/1999/xlink"><license-p>CC BY 4.0</license-p></license></permissions><abstract><sec><title>Background</title><p>Incretin treatment selection should consider comorbidity, expected weight loss, durability, route, tolerability, body composition, and access. This review evaluated phenotype-oriented evidence for semaglutide, tirzepatide, and emerging oral or multi-agonist therapies.</p></sec><sec><title>Methods</title><p>PRISMA 2020 and PRISMA-S informed a focused narrative review. PubMed/MEDLINE, Embase, Scopus, Web of Science, CENTRAL, trial registries and citation sources were searched with bibliographic coverage from 1 January 2024 to a final search date of 8 January 2026, and supplementary searches without a lower date limit. Two reviewers screened records and extracted data independently. Risk of bias and certainty of evidence were appraised descriptively rather than through formal RoB 2, ROBINS-I or GRADE procedures.</p></sec><sec><title>Results</title><p>Twenty-eight report-level sources were included (22 primary analyses and 6 contextual sources). Tirzepatide produced greater weight loss than semaglutide in SURMOUNT-5; semaglutide reduced major cardiovascular events in SELECT. Both improved outcomes in obesity-related heart failure with preserved ejection fraction, while tirzepatide improved obstructive sleep apnea outcomes and reduced diabetes onset in prediabetes. Semaglutide and tirzepatide showed phase 3 and phase 2 metabolic dysfunction-associated steatohepatitis (MASH) results, respectively. Discontinuation in routine care was common.</p></sec><sec><title>Conclusions</title><p>Treatment should follow phenotype and a sustainable plan rather than an average weight-loss hierarchy. Cost, route, adverse effects, reproductive plans, persistence, and muscle function should inform selection. Biomarker-guided algorithms remain investigational.</p></sec></abstract><kwd-group><kwd>Obesity</kwd><kwd>Glucagon-Like Peptide-1 Receptor Agonists</kwd><kwd>Weight Loss</kwd><kwd>Cardiovascular Diseases</kwd><kwd>Precision Medicine</kwd></kwd-group></article-meta></front></article>