Trial reportCirculation2012
A nutrient-wide association study on blood pressure.
Trial report in Circulation, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 80 papers, 4 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
80 citing papers in PubMed, 4 syntheses or guidelines pooled it, 142 citations in OpenAlex.
- Design and methodology challenges of environment-wide association studies: A systematic review.Environmental research · 2020Pooled it
- Environment-Wide Association Study of Blood Pressure in the National Health and Nutrition Examination Survey (1999-2012).Scientific reports · 2016Pooled it
- Nutrient-wide association study of 57 foods/nutrients and epithelial ovarian cancer in the European Prospective Investigation into Cancer and Nutrition study and the Netherlands Cohort Study.The American journal of clinical nutrition · 2016Pooled it
- Sodium-to-potassium ratio and blood pressure, hypertension, and related factors.Advances in nutrition (Bethesda, Md.) · 2014Pooled it
- Effectiveness of a Self-monitoring Device for Urinary Sodium-to-Potassium Ratio on Dietary Improvement in Free-Living Adults: a Randomized Controlled Trial.Journal of epidemiology · 2018Trial
- Trial
- Hypertension and the fat-soluble vitamins A, D and E.International journal of environmental research and public health · 2015Trial
- A dietary-wide association study (DWAS) of environmental metal exposure in US children and adults.PloS one · 2014Trial
- Nutrient-wide associations of asthma, atopic dermatitis, and allergic rhinitis in Korean adults: a cross-sectional analysis of KNHANES 2016-2023.Scientific reports · 2026Article
- Time to Consider Potassium Intake in Saudi: A Cross-Sectional Assessment Using 24 h Urinary Excretion.Nutrients · 2025Article
- Nutrient-Wide Association Study for Dementia Risks: A Prospective Cohort Study in Middle-Aged and Older Adults.Nutrients · 2025Article
- The impact of folic acid/VB12 deficiency on essential hypertension in children and adolescents: from a nested case-control and a cohort study.Journal of human hypertension · 2024Article
- Article
- Diet-wide association study of 92 foods and nutrients and lung cancer risk in the European Prospective Investigation into Cancer and Nutrition study and the Netherlands Cohort Study.International journal of cancer · 2022Article
- Investigation of the urinary sodium-to-potassium ratio target level based on the recommended dietary intake goals for the Japanese population: The INTERMAP Japan.Hypertension research : official journal of the Japanese Society of Hypertension · 2022Observational
- Causes of Outcome Learning: a causal inference-inspired machine learning approach to disentangling common combinations of potential causes of a health outcome.International journal of epidemiology · 2022Article
- Exposome-wide ranking of modifiable risk factors for cardiometabolic disease traits.Scientific reports · 2022Article
- Identification of Novel Phenotypes Correlated with CKD: A Phenotype-Wide Association Study.International journal of medical sciences · 2022Article
- Food processing and risk of hypertension: Cohort of Universities of Minas Gerais, Brazil (CUME Project).Public health nutrition · 2021Article
- Article
20 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
14 authors at 3 institutions in 3 countries.
Funding
Abstract
backgroundA nutrient-wide approach may be useful to comprehensively test and validate associations between nutrients (derived from foods and supplements) and blood pressure (BP) in an unbiased manner. METHODS AND
resultsData from 4680 participants aged 40 to 59 years in the cross-sectional International Study of Macro/Micronutrients and Blood Pressure (INTERMAP) were stratified randomly into training and testing sets. US National Health and Nutrition Examination Survey (NHANES) four cross-sectional cohorts (1999-2000, 2001-2002, 2003-2004, 2005-2006) were used for external validation. We performed multiple linear regression analyses associating each of 82 nutrients and 3 urine electrolytes with systolic and diastolic BP in the INTERMAP training set. Significant findings were validated in the INTERMAP testing set and further in the NHANES cohorts (false discovery rate <5% in training, P<0.05 for internal and external validation). Among the validated nutrients, alcohol and urinary sodium-to-potassium ratio were directly associated with systolic BP, and dietary phosphorus, magnesium, iron, thiamin, folacin, and riboflavin were inversely associated with systolic BP. In addition, dietary folacin and riboflavin were inversely associated with diastolic BP. The absolute effect sizes in the validation data (NHANES) ranged from 0.97 mm Hg lower systolic BP (phosphorus) to 0.39 mm Hg lower systolic BP (thiamin) per 1-SD difference in nutrient variable. Inclusion of nutrient intake from supplements in addition to foods gave similar results for some nutrients, though it attenuated the associations of folacin, thiamin, and riboflavin intake with BP.
conclusionsWe identified significant inverse associations between B vitamins and BP, relationships hitherto poorly investigated. Our analyses represent a systematic unbiased approach to the evaluation and validation of nutrient-BP associations.
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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 OpenQuestion graph.