Trial reportJournal of medical Internet research2016
Changes in Physical Activity Following a Genetic-Based Internet-Delivered Personalized Intervention: Randomized Controlled Trial (Food4Me).
Trial report in Journal of medical Internet research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01530139 (Personalised Nutrition), which is not on this map. Cited by 18 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Personalised Nutrition: An Integrative Analysis of Opportunities and Challenges
Who cites it
18 citing papers in PubMed, 2 syntheses or guidelines pooled it, 58 citations in OpenAlex.
- Are There Any Effective Behavior Change Strategies for Communicating Genetic Risk in Obesity Prevention and Body Weight Reduction Interventions?Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Pooled it
- Effect of Personalized Nutrition on Dietary, Physical Activity, and Health Outcomes: A Systematic Review of Randomized Trials.Nutrients · 2022Pooled it
- Impact of recognition of genetic information related to BMI on changes in physical activity, dietary intake, and blood cholesterol level: a randomized controlled trial.European journal of nutrition · 2025Trial
- Randomised trial of population-based BRCA testing in Ashkenazi Jews: long-term secondary lifestyle behavioural outcomes.BJOG : an international journal of obstetrics and gynaecology · 2022Trial
- Personalised nutrition advice reduces intake of discretionary foods and beverages: findings from the Food4Me randomised controlled trial.The international journal of behavioral nutrition and physical activity · 2021Trial
- Effect of gene-based vs. standard weight-loss recommendations on anthropometry, lipid and glucose markers, and dietary intake: a randomized controlled trial (the MyGeneMyDietGenes & nutrition · 2026Article
- Article
- The Future of Obesity Management through Precision Nutrition: Putting the Individual at the Center.Current nutrition reports · 2024Review
- A study protocol for a pilot randomized controlled trial to evaluate the effectiveness of a gene-based nutrition and lifestyle recommendation for weight management among adults: the MyGeneMyDietFrontiers in nutrition · 2023Article
- Identification of High-Order Single-Nucleotide Polymorphism Barcodes in Breast Cancer Using a Hybrid Taguchi-Genetic Algorithm: Case-Control Study.JMIR medical informatics · 2020Article
- Disclosing Pharmacogenetic Feedback of Caffeine via eHealth Channels, Assessment of the Methods and Effects to Behavior Change: A Pilot Study.Frontiers in digital health · 2020Article
- Social Cognitive Theories and Electronic Health Design: Scoping Review.JMIR human factors · 2019Article
- User Models for Personalized Physical Activity Interventions: Scoping Review.JMIR mHealth and uHealth · 2019Article
- A Path From Sustainable Nutrition to Nutritional Sustainability of Complex Food Systems.Frontiers in nutrition · 2019Review
- Psychological and behavioural impact of returning personal results from whole-genome sequencing: the HealthSeq project.European journal of human genetics : EJHG · 2017Article
- Complex Relationship between Obesity and the Fat Mass and Obesity Locus.International journal of biological sciences · 2017Review
- Does a medical history of hypertension influence disclosing genetic testing results of the risk for salt-sensitive hypertension, in primary care?International journal of general medicine · 2016Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
30 authors at 11 institutions in 8 countries.
Funding
Abstract
backgroundThere is evidence that physical activity (PA) can attenuate the influence of the fat mass- and obesity-associated (FTO) genotype on the risk to develop obesity. However, whether providing personalized information on FTO genotype leads to changes in PA is unknown.
objectiveThe purpose of this study was to determine if disclosing FTO risk had an impact on change in PA following a 6-month intervention.
methodsThe single nucleotide polymorphism (SNP) rs9939609 in the FTO gene was genotyped in 1279 participants of the Food4Me study, a four-arm, Web-based randomized controlled trial (RCT) in 7 European countries on the effects of personalized advice on nutrition and PA. PA was measured objectively using a TracmorD accelerometer and was self-reported using the Baecke questionnaire at baseline and 6 months. Differences in baseline PA variables between risk (AA and AT genotypes) and nonrisk (TT genotype) carriers were tested using multiple linear regression. Impact of FTO risk disclosure on PA change at 6 months was assessed among participants with inadequate PA, by including an interaction term in the model: disclosure (yes/no) × FTO risk (yes/no).
resultsAt baseline, data on PA were available for 874 and 405 participants with the risk and nonrisk FTO genotypes, respectively. There were no significant differences in objectively measured or self-reported baseline PA between risk and nonrisk carriers. A total of 807 (72.05%) of the participants out of 1120 in the personalized groups were encouraged to increase PA at baseline. Knowledge of FTO risk had no impact on PA in either risk or nonrisk carriers after the 6-month intervention. Attrition was higher in nonrisk participants for whom genotype was disclosed (P=.01) compared with their at-risk counterparts.
conclusionsNo association between baseline PA and FTO risk genotype was observed. There was no added benefit of disclosing FTO risk on changes in PA in this personalized intervention. Further RCT studies are warranted to confirm whether disclosure of nonrisk genetic test results has adverse effects on engagement in behavior change.
trial registrationClinicalTrials.gov NCT01530139; http://clinicaltrials.gov/show/NCT01530139 (Archived by WebCite at: http://www.webcitation.org/6XII1QwHz).
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What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.