Genetically Supported Causality Between Micronutrients and Sleep Behaviors: A Two-Sample Mendelian Randomization Study.
Study Design
- Tipo de Estudo
- Mendelian randomization
- Intervenção
- Genetically Supported Causality Between Micronutrients and Sleep Behaviors: A Two-Sample Mendelian Randomization Study. None
- Comparador
- Placebo
- Direção do Efeito
- Mixed
- Risco de Viés
- Low
Abstract
BACKGROUND: Sleep behaviors, defined by the total duration of sleep and chronotype, significantly influence overall health. Compromised sleep quality, which is often manifested through reduced sleep duration and the prevalence of insomnia, has been found to be associated with micronutrient deficiencies. Nonetheless, the existence of a causal relationship between micronutrient levels and sleep behaviors remains to be established. METHODS: A two-sample Mendelian randomization (MR) analysis, utilizing data from genome-wide association studies (GWAS), was employed to examine the associations between 15 micronutrients (copper; calcium; carotene; folate; iron; magnesium; potassium; selenium; vitamins A, B12, B6, C, D, and E; and zinc) and various sleep behaviors, including short and long sleep durations, insomnia, and chronotype. Furthermore, multivariable MR (MVMR) analysis was performed to address potential confounding due to the interrelationships among micronutrients and to discern potential causal relationships. RESULTS: The MR analysis identified a causal association between folate levels and chronotype (odds ratio [OR] = 1.09; 95% confidence interval [CI]: 1.01-1.17; p = 0.02), indicating a tendency toward morningness. Conversely, vitamin B6 (OR = 0.91; 95% CI: 0.86-0.96; p = 1.05 × 10-3) and vitamin D (OR = 0.94; 95% CI: 0.88-1.00; p = 0.03) showed inverse associations with chronotype, indicative of a preference for eveningness. MVMR analysis confirmed the positive association between folate (OR = 1.286, 95% CI = 1.124-1.472, p < 0.001) and chronotype and a negative association with vitamin B6 (OR = 0.750, 95% CI = 0.648-0.868, p < 0.001). No causal relationships were established between micronutrient levels and either sleep duration or insomnia. CONCLUSIONS: Elevated folate levels correlate with morning-type preferences ("morning birds"), while higher concentrations of vitamin B6 are associated with evening-type preferences ("evening owls").
Full Text
Figures
FIGURE 1
Study design overview for the two-sample Mendelian randomization analysis examining genetically supported causal relationships between micronutrients and sleep behaviors.
diagram
FIGURE 2
Forest plot of Mendelian randomization estimates for the causal effects of specific micronutrients on total sleep duration.
forest_plot
FIGURE 3
Causal effect estimates linking genetically predicted micronutrient levels to chronotype preference from the Mendelian randomization analysis.
forest_plot
FIGURE 4
Sensitivity analyses including MR-Egger and weighted median methods assessing the robustness of micronutrient-sleep behavior causal associations.
chart
FIGURE 5
Scatter plots of individual SNP effects on micronutrient exposure versus sleep behavior outcomes, visualizing instrument strength and potential outliers.
chart
FIGURE 6
Leave-one-out analysis evaluating whether any single genetic instrument disproportionately drives the observed causal relationship between micronutrients and sleep.
chart
FIGURE 7
Funnel plots assessing directional pleiotropy in the Mendelian randomization study of micronutrients and sleep behaviors.
chartReferences
- Iron Deficiency and Vitamin D Deficiency Are Associated With Sleep in Females of Reproductive Age: An Analysis of NHANES 2005‐2018 Data Journal of Nutrition, 2024
- Identification of Causal Effects Using Instrumental Variables Journal of the American Statistical Association, 1996
- Circadian Rhythms in Hormone‐sensitive Lipase in Human Adipose Tissue: Relationship to Meal Timing and Fasting Duration Journal of Clinical Endocrinology and Metabolism, 2020
- A Genome‐Wide Meta‐Analysis Yields 46 New Loci Associating With Biomarkers of Iron Homeostasis Communications Biology, 2021
- Mendelian Randomization With Invalid Instruments: Effect Estimation and Bias Detection Through Egger Regression International Journal of Epidemiology, 2015
- Improving the Accuracy of Two‐Sample Summary Data Mendelian Randomization: Moving Beyond the NOME Assumption International Journal of Epidemiology, 2019
- Children's Objective Sleep Assessed With Wrist‐Based Accelerometers: Strong Heritability of Objective Quantity and Quality Unique From Parent‐Reported Sleep Sleep, 2021
- Mendelian Randomization Analysis With Multiple Genetic Variants Using Summarized Data Genetic Epidemiology, 2013
- Interpreting Findings From Mendelian Randomization Using the MR‐Egger Method European Journal of Epidemiology, 2017
- Genome‐Wide Association Study Identifies Genetic Loci for Self‐Reported Habitual Sleep Duration Supported by Accelerometer‐Derived Estimates Nature Communications, 2019
- Meta‐Analysis of Genome‐Wide Association Studies for Circulating Phylloquinone Concentrations American Journal of Clinical Nutrition, 2014
- Reading Mendelian Randomisation Studies: A Guide, Glossary, and Checklist for Clinicians BMJ, 2018
- Mendelian Randomization as an Instrumental Variable Approach to Causal Inference Statistical Methods in Medical Research, 2007
- Genome‐Wide Association Study Identifies Loci Affecting Blood Copper, Selenium and Zinc Human Molecular Genetics, 2013
- Common Variation in the Beta‐carotene 15,15'‐monooxygenase 1 Gene Affects Circulating Levels of Carotenoids: A Genome‐Wide Association Study American Journal of Human Genetics, 2009
- Untitled Sleep and Health, 2019
- Relationships Among Dietary Nutrients and Subjective Sleep, Objective Sleep, and Napping in Women Sleep Medicine, 2010
- Genetic Architecture of Vitamin B12 and Folate Levels Uncovered Applying Deeply Sequenced Large Datasets PLoS Genetics, 2013
- Sleep, Activity, and Diet in Harmony: Unveiling the Relationships of Chronotype, Sleep Quality, Physical Activity, and Dietary Intake Frontiers in Nutrition, 2023
- ‘Mendelian Randomization’: An Approach for Exploring Causal Relations in Epidemiology Public Health, 2017
- Robust Inference in Summary Data Mendelian Randomization via the Zero Modal Pleiotropy Assumption International Journal of Epidemiology, 2017
- Genome‐Wide Significant Predictors of Metabolites in the One‐Carbon Metabolism Pathway Human Molecular Genetics, 2009
- Orienting the Causal Relationship Between Imprecisely Measured Traits Using GWAS Summary Data PLoS Genetics, 2017
- The MR‐Base Platform Supports Systematic Causal Inference Across the Human Phenome Elife, 2018
- National Sleep Foundation's Sleep Time Duration Recommendations: Methodology and Results Summary Sleep Health, 2015
- Healthier Dietary Patterns Are Associated With Better Sleep Quality Among Shanghai Suburban Adults: A Cross‐Sectional Study Nutrients, 2024
- Micronutrient Inadequacy in Short Sleep: Analysis of the NHANES 2005–2016 Nutrients, 2019
- The Role of Supplements and Over‐the‐Counter Products to Improve Sleep in Children: A Systematic Review International Journal of Molecular Sciences, 2023
- Serum Micronutrient Status, Sleep Quality and Neurobehavioural Function Among Early Adolescents Public Health Nutrition, 2021
- The Relationship Between Micronutrient Status and Sleep Patterns: A Systematic Review Public Health Nutrition, 2017
- Associations Between Blood Zinc Concentrations and Sleep Quality in Childhood: A Cohort Study Nutrients, 2015
- Genome‐Wide Association Analyses of Chronotype in 697,828 Individuals Provides Insights Into Circadian Rhythms Nature Communications, 2019
- Heritability of Sleep Duration and Quality: A Systematic Review and Meta‐Analysis Sleep Medicine Reviews, 2021
- The Effects of Iron and/or Zinc Supplementation on Maternal Reports of Sleep in Infants From Nepal and Zanzibar Journal of Developmental and Behavioral Pediatrics, 2009
- Childhood Sleep: Assessments, Risk Factors, and Potential Mechanisms World Journal of Pediatrics, 2024
- Genome‐Wide Association Study Identifies Common Variants Associated With Circulating Vitamin E Levels Human Molecular Genetics, 2011
- Genome‐Wide Association Studies of Serum Magnesium, Potassium, and Sodium Concentrations Identify Six Loci Influencing Serum Magnesium Levels PLOS Genetics, 2010
- Genome‐Wide Association Study of Circulating Retinol Levels Human Molecular Genetics, 2011
- Influence of Nutrition and Food on Sleep—Is There Evidence? Sleep Breath, 2024
- Genome‐Wide Association Study of Toxic Metals and Trace Elements Reveals Novel Associations Human Molecular Genetics, 2015
- Meta‐Analysis of Genome‐Wide Association Studies Identifies Six New Loci for Serum Calcium Concentrations PLos Genetics, 2013
- Dietary Factors and Fluctuating Levels of Melatonin Food and Nutrition Research, 2012
- Extending the MR‐Egger Method for Multivariable Mendelian Randomization to Correct for Both Measured and Unmeasured Pleiotropy Statistics in Medicine, 2017
- Genome‐wide association study identifies 143 loci associated with 25 hydroxyvitamin D concentration Nature Communications, 2020
- Multivariable Mendelian Randomization and Mediation Cold Spring Harbor Perspectives in Medicine, 2021
- An Examination of Multivariable Mendelian Randomization in the Single‐Sample and Two‐Sample Summary Data Settings International Journal of Epidemiology, 2019
- The Midpoint of Sleep Is Associated With Dietary Intake and Dietary Behavior Among Young Japanese Women Sleep Medicine, 2011
- Nutritional Habits According to Human Chronotype and Nutritional Status of Morningness and Eveningness Journal of Education and Training Studies, 2018
- A Global Quantification of “Normal” Sleep Schedules Using Smartphone Data Science Advances, 2016
- Genome‐Wide Meta‐Analysis of Insomnia Prioritizes Genes Associated With Metabolic and Psychiatric Pathways Nature Genetics, 2022
- Shared Genetic Architecture and Causal Relationship Between Sleep Behaviors and Lifespan Translational Psychiatry, 2024
- Bidirectional Two‐Sample Mendelian Randomization Analysis Identifies Causal Associations Between Relative Carbohydrate Intake and Depression Nature Human Behaviour, 2022
- Plasma Vitamin C and Type 2 Diabetes: Genome‐Wide Association Study and Mendelian Randomization Analysis in European Populations Diabetes Care, 2020
Used In Evidence Reviews
Similar Papers
The Journal of nutrition · 2003
Zinc deficiency, infectious disease and mortality in the developing world.
The British journal of nutrition · 2002
The immune system: a target for functional foods?
Public health nutrition · 2000
The role of vitamins in the prevention and control of anaemia.
Movement disorders : official journal of the Movement Disorder Society · 2008
Treatment of restless legs syndrome: an evidence-based review and implications for clinical practice.
Journal of Alzheimer's disease : JAD · 2018
Homocysteine and Dementia: An International Consensus Statement.
Journal of sleep research · 2014