Observational studyJAMA internal medicine2020
Ultraprocessed Food Consumption and Risk of Type 2 Diabetes Among Participants of the NutriNet-Santé Prospective Cohort.
Observational study in JAMA internal medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03335644 (The NutriNet-Santé Study. A Web-based Prospective Cohort Study of the Relationship Between Nutrition and Health and of Dietary Patterns and Nutritional Status Predictors), which is not on this map. Cited by 241 papers, 14 of them syntheses that pooled it.
What it found
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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.
The NutriNet-Santé Study. A Web-based Prospective Cohort Study of the Relationship Between Nutrition and Health and of Dietary Patterns and Nutritional Status Predictors
Who cites it
241 citing papers in PubMed, 14 syntheses or guidelines pooled it.
- Pooled it
- Global research landscape and emerging frontiers of ultra-processed food intake and cardiometabolic health: a bibliometric and knowledge-mapping analysis (2015-2025).Frontiers in nutrition · 2026Pooled it
- Nutritional Determinants of Type 2 Diabetes Mellitus in the European Union: A Systematic Review.Nutrients · 2025Pooled it
- Ultra-processed food intake and risk of type 2 diabetes: a pooled analysis of three prospective cohorts of Korean adults and an updated meta-analysis.European journal of epidemiology · 2025Pooled it
- Ultra-Processed Food Intakes and Health Outcomes in Adults Older Than 60 Years: A Systematic Review.Nutrition reviews · 2025Pooled it
- Ultra-Processed Food Intake and Risk of Type 2 Diabetes Mellitus: A Dose-Response Meta-Analysis of Prospective Studies.Diabetes & metabolism journal · 2025Pooled it
- Consumption of fast foods and ultra-processed foods and breast cancer risk: a systematic review and meta-analysis.Global health research and policy · 2025Pooled it
- Impact of ultra-processed foods consumption on the burden of obesity and type 2 diabetes in Belgium: a comparative risk assessment.BMC public health · 2025Pooled it
- Ultra-processed food consumption and metabolic disease risk: an umbrella review of systematic reviews with meta-analyses of observational studies.Frontiers in nutrition · 2024Pooled it
- Ultra-Processed Foods and Human Health: A Systematic Review and Meta-Analysis of Prospective Cohort Studies.Advances in nutrition (Bethesda, Md.) · 2024Pooled it
- Pooled it
- Ultra-Processed Food Consumption and Mental Health: A Systematic Review and Meta-Analysis of Observational Studies.Nutrients · 2022Pooled it
- Ultra-Processed Food Consumption and Adult Diabetes Risk: A Systematic Review and Dose-Response Meta-Analysis.Nutrients · 2021Pooled it
- A Systematic Review of Worldwide Consumption of Ultra-Processed Foods: Findings and Criticisms.Nutrients · 2021Pooled it
- Consumption of Ultra-Processed Foods and Metabolic Parameters in Type 2 Diabetes Mellitus: A Cross-Sectional Study.International journal of environmental research and public health · 2025Trial
- A secondary analysis of maternal ultra-processed food intake in women with overweight or obesity and associations with gestational weight gain and neonatal body composition outcomes.Journal of mother and child · 2021Trial
- Ultraprocessed Food Intake and Adiposity, Vascular Brain Injury, and Cognition in Middle-Aged Adults.JAMA network open · 2026Article
- From Genes to Diets: A Critical Review of Genetic, Nutrigenomic and Epigenetic Mechanisms in Type 2 Diabetes Mellitus.Nutrients · 2026Review
- When Ultra-Processed Foods are Eaten: The Missing Dimension in Exposure Measurement for Obesity Research.Current obesity reports · 2026Review
- Effects of combined exercise training with or without nutritional counseling on cardiovascular risk factors in older adults with hypertension: a pragmatic randomized trial.Journal of human hypertension · 2026Article
181 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Ultraprocessed foods (UPF) are widespread in Western diets. Their consumption has been associated in recent prospective studies with increased risks of all-cause mortality and chronic diseases such as cancer, cardiovascular diseases, hypertension, and dyslipidemia; however, data regarding diabetes are lacking. Objective: To assess the associations between consumption of UPF and risk of type 2 diabetes (T2D). Design, Setting, and Participants: In this population-based prospective cohort study, 104 707 participants aged 18 years or older from the French NutriNet-Santé cohort (2009-2019) were included. Dietary intake data were collected using repeated 24-hour dietary records (5.7 per participant on average), designed to register participants' usual consumption for more than 3500 different food items. These were categorized according to their degree of processing by the NOVA classification system. Main Outcomes and Measures: Associations between UPF consumption and risk of T2D were assessed using cause-specific multivariable Cox proportional hazard models adjusted for known risk factors (sociodemographic, anthropometric, lifestyle, medical history, and nutritional factors). Results: A total of 104 707 participants (21 800 [20.8%] men and 82 907 [79.2%] women) were included. Mean (SD) baseline age of participants was 42.7 (14.5) years. Absolute T2D rates in the lowest and highest UPF consumers were 113 and 166 per 100 000 person-years, respectively. Consumption of UPF was associated with a higher risk of T2D (multi-adjusted hazard ratio [HR] for an absolute increment of 10 in the percentage of UPF in the diet, 1.15; 95% CI, 1.06-1.25; median follow-up, 6.0 years; 582 252 person-years; 821 incident cases). These results remained statistically significant after adjustment for several markers of the nutritional quality of the diet, for other metabolic comorbidities (HR, 1.13; 95% CI, 1.03-1.23), and for weight change (HR, 1.13; 95% CI, 1.01-1.27). The absolute amount of UPF consumption (grams per day) was consistently associated with T2D risk, even when adjusting for unprocessed or minimally processed food intake (HR for a 100 g/d increase, 1.05; 95% CI, 1.02-1.08). Conclusions and Relevance: In this large observational prospective study, a higher proportion of UPF in the diet was associated with a higher risk of T2D. Even though these results need to be confirmed in other populations and settings, they provide evidence to support efforts by public health authorities to recommend limiting UPF consumption. Trial Registration: ClinicalTrials.gov Identifier: NCT03335644.
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