Association between the FTO rs9939609 polymorphism and energy, macronutrient, and fiber intake in adults with obesity: Preliminary results of a systematic review of observational studies
Matheus Maia Soares, Hilana Moreira Paiva, Sandy Maira Almeida de Andrade, Alessandra Silva, Flavia Lucia Conceição, Fernanda Cristina C. Mattos, João Regis Ivar Carneiro
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Thus, the objective of this study is to systematically review the association between the FTO rs9939609 polymorphism and total energy, macronutrient (fat, carbohydrate, and protein), and fiber intake in adults with obesity.</div><div><h3>Methods</h3><div>This systematic review was conducted in accordance with PRISMA 2020 guidelines and registered with PROSPERO (CRD420261344866). Electronic searches were performed in MEDLINE, EMBASE, and Scopus for studies published between 2015 and 2026, supplemented by manual screening of reference lists. Eligibility criteria followed the PECOS framework: adults with obesity (BMI<!--> <!-->≥<!--> <!-->30<!--> <!-->kg/m<sup>2</sup>); FTO rs9939609 genotyping as exposure; comparison between risk allele carriers (AA/AT) versus non-carriers (TT); outcomes included total energy, macronutrient, micronutrient, and fiber intake; observational study designs (cross-sectional, cohort, or case-control). Studies in children or animals and those lacking extractable data were excluded. Titles and abstracts were screened independently by three reviewers, with discrepancies resolved by consensus. The Rayyan software was used for duplicate management.</div></div><div>This systematic review was conducted in accordance with PRISMA 2020 guidelines and registered with PROSPERO (CRD420261344866). Electronic searches were performed in MEDLINE, EMBASE, and Scopus for studies published between 2015 and 2026, supplemented by manual screening of reference lists. Eligibility criteria followed the PECOS framework: adults with obesity (BMI<!--> <!-->≥<!--> <!-->30<!--> <!-->kg/m<sup>2</sup>); FTO rs9939609 genotyping as exposure; comparison between risk allele carriers (AA/AT) versus non-carriers (TT); outcomes included total energy, macronutrient, micronutrient, and fiber intake; observational study designs (cross-sectional, cohort, or case-control). Studies in children or animals and those lacking extractable data were excluded. Titles and abstracts were screened independently by three reviewers, with discrepancies resolved by consensus. The Rayyan software was used for duplicate management.</div><div><h3>Results</h3><div>A total of 1,084 articles were identified, of which 421 duplicates were removed, resulting in 663 articles screened by title and abstract. Of these, 20 articles were read in full, and 3 met the eligibility criteria and were included. All included studies are cross-sectional; two were conducted in Brazil and one in Norway. A total of 276 individuals were evaluated (63.7% women), with mean or median BMI ranging from 42.8 to 46.9<!--> <!-->kg/m<sup>2</sup>. One study reported higher energy, protein, and lipid intakes in risk allele carriers (AA and AT) compared to TT homozygotes, but only in participants under 45 years, suggesting an agemodulating effect. In one study, protein intake per kilogram of body weight was significantly lower in TT carriers. In one study, no significant association was observed between FTO rs9939609 genotypes and total energy, carbohydrate, fat, or fiber intake.</div></div><div>A total of 1,084 articles were identified, of which 421 duplicates were removed, resulting in 663 articles screened by title and abstract. Of these, 20 articles were read in full, and 3 met the eligibility criteria and were included. All included studies are cross-sectional; two were conducted in Brazil and one in Norway. A total of 276 individuals were evaluated (63.7% women), with mean or median BMI ranging from 42.8 to 46.9<!--> <!-->kg/m<sup>2</sup>. One study reported higher energy, protein, and lipid intakes in risk allele carriers (AA and AT) compared to TT homozygotes, but only in participants under 45 years, suggesting an agemodulating effect. In one study, protein intake per kilogram of body weight was significantly lower in TT carriers. In one study, no significant association was observed between FTO rs9939609 genotypes and total energy, carbohydrate, fat, or fiber intake.</div><div><h3>Conclusion</h3><div>These preliminary results suggest that the FTO rs9939609 polymorphism may be associated with energy, lipid, and protein intake, and that this relationship may be age-dependent. Further studies are needed to confirm this association.</div></div><div>These preliminary results suggest that the FTO rs9939609 polymorphism may be associated with energy, lipid, and protein intake, and that this relationship may be age-dependent. Further studies are needed to confirm this association.</div>","PeriodicalId":43722,"journal":{"name":"CAHIERS DE NUTRITION ET DE DIETETIQUE","volume":"61 ","pages":"Page e43"},"PeriodicalIF":0.3000,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"CAHIERS DE NUTRITION ET DE DIETETIQUE","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0007996026001550","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/9/24 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"NUTRITION & DIETETICS","Score":null,"Total":0}
引用次数: 0
Abstract
Objective
The influence of the FTO rs9939609 polymorphism on dietary intake in adults with obesity remains poorly understood. Thus, the objective of this study is to systematically review the association between the FTO rs9939609 polymorphism and total energy, macronutrient (fat, carbohydrate, and protein), and fiber intake in adults with obesity.
The influence of the FTO rs9939609 polymorphism on dietary intake in adults with obesity remains poorly understood. Thus, the objective of this study is to systematically review the association between the FTO rs9939609 polymorphism and total energy, macronutrient (fat, carbohydrate, and protein), and fiber intake in adults with obesity.
Methods
This systematic review was conducted in accordance with PRISMA 2020 guidelines and registered with PROSPERO (CRD420261344866). Electronic searches were performed in MEDLINE, EMBASE, and Scopus for studies published between 2015 and 2026, supplemented by manual screening of reference lists. Eligibility criteria followed the PECOS framework: adults with obesity (BMI ≥ 30 kg/m2); FTO rs9939609 genotyping as exposure; comparison between risk allele carriers (AA/AT) versus non-carriers (TT); outcomes included total energy, macronutrient, micronutrient, and fiber intake; observational study designs (cross-sectional, cohort, or case-control). Studies in children or animals and those lacking extractable data were excluded. Titles and abstracts were screened independently by three reviewers, with discrepancies resolved by consensus. The Rayyan software was used for duplicate management.
This systematic review was conducted in accordance with PRISMA 2020 guidelines and registered with PROSPERO (CRD420261344866). Electronic searches were performed in MEDLINE, EMBASE, and Scopus for studies published between 2015 and 2026, supplemented by manual screening of reference lists. Eligibility criteria followed the PECOS framework: adults with obesity (BMI ≥ 30 kg/m2); FTO rs9939609 genotyping as exposure; comparison between risk allele carriers (AA/AT) versus non-carriers (TT); outcomes included total energy, macronutrient, micronutrient, and fiber intake; observational study designs (cross-sectional, cohort, or case-control). Studies in children or animals and those lacking extractable data were excluded. Titles and abstracts were screened independently by three reviewers, with discrepancies resolved by consensus. The Rayyan software was used for duplicate management.
Results
A total of 1,084 articles were identified, of which 421 duplicates were removed, resulting in 663 articles screened by title and abstract. Of these, 20 articles were read in full, and 3 met the eligibility criteria and were included. All included studies are cross-sectional; two were conducted in Brazil and one in Norway. A total of 276 individuals were evaluated (63.7% women), with mean or median BMI ranging from 42.8 to 46.9 kg/m2. One study reported higher energy, protein, and lipid intakes in risk allele carriers (AA and AT) compared to TT homozygotes, but only in participants under 45 years, suggesting an agemodulating effect. In one study, protein intake per kilogram of body weight was significantly lower in TT carriers. In one study, no significant association was observed between FTO rs9939609 genotypes and total energy, carbohydrate, fat, or fiber intake.
A total of 1,084 articles were identified, of which 421 duplicates were removed, resulting in 663 articles screened by title and abstract. Of these, 20 articles were read in full, and 3 met the eligibility criteria and were included. All included studies are cross-sectional; two were conducted in Brazil and one in Norway. A total of 276 individuals were evaluated (63.7% women), with mean or median BMI ranging from 42.8 to 46.9 kg/m2. One study reported higher energy, protein, and lipid intakes in risk allele carriers (AA and AT) compared to TT homozygotes, but only in participants under 45 years, suggesting an agemodulating effect. In one study, protein intake per kilogram of body weight was significantly lower in TT carriers. In one study, no significant association was observed between FTO rs9939609 genotypes and total energy, carbohydrate, fat, or fiber intake.
Conclusion
These preliminary results suggest that the FTO rs9939609 polymorphism may be associated with energy, lipid, and protein intake, and that this relationship may be age-dependent. Further studies are needed to confirm this association.
These preliminary results suggest that the FTO rs9939609 polymorphism may be associated with energy, lipid, and protein intake, and that this relationship may be age-dependent. Further studies are needed to confirm this association.
期刊介绍:
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