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Assessing the Causal Role of Sleep Traits on Glycated Hemoglobin: A Mendelian Randomization Study
OBJECTIVE: To examine the effects of sleep traits on glycated hemoglobin (HbA(1c)). RESEARCH DESIGN AND METHODS: This study triangulated evidence across multivariable regression (MVR) and one- (1SMR) and two-sample Mendelian randomization (2SMR) including sensitivity analyses on the effects of five...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9114722/ https://www.ncbi.nlm.nih.gov/pubmed/35349659 http://dx.doi.org/10.2337/dc21-0089 |
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author | Liu, Junxi Richmond, Rebecca C. Bowden, Jack Barry, Ciarrah Dashti, Hassan S. Daghlas, Iyas Lane, Jacqueline M. Jones, Samuel E. Wood, Andrew R. Frayling, Timothy M. Wright, Alison K. Carr, Matthew J. Anderson, Simon G. Emsley, Richard A. Ray, David W. Weedon, Michael N. Saxena, Richa Lawlor, Deborah A. Rutter, Martin K. |
author_facet | Liu, Junxi Richmond, Rebecca C. Bowden, Jack Barry, Ciarrah Dashti, Hassan S. Daghlas, Iyas Lane, Jacqueline M. Jones, Samuel E. Wood, Andrew R. Frayling, Timothy M. Wright, Alison K. Carr, Matthew J. Anderson, Simon G. Emsley, Richard A. Ray, David W. Weedon, Michael N. Saxena, Richa Lawlor, Deborah A. Rutter, Martin K. |
author_sort | Liu, Junxi |
collection | PubMed |
description | OBJECTIVE: To examine the effects of sleep traits on glycated hemoglobin (HbA(1c)). RESEARCH DESIGN AND METHODS: This study triangulated evidence across multivariable regression (MVR) and one- (1SMR) and two-sample Mendelian randomization (2SMR) including sensitivity analyses on the effects of five self-reported sleep traits (i.e., insomnia symptoms [difficulty initiating or maintaining sleep], sleep duration, daytime sleepiness, napping, and chronotype) on HbA(1c) (in SD units) in adults of European ancestry from the UK Biobank (for MVR and 1SMR analyses) (n = 336,999; mean [SD] age 57 [8] years; 54% female) and in the genome-wide association studies from the Meta-Analyses of Glucose and Insulin-Related Traits Consortium (MAGIC) (for 2SMR analysis) (n = 46,368; 53 [11] years; 52% female). RESULTS: Across MVR, 1SMR, 2SMR, and their sensitivity analyses, we found a higher frequency of insomnia symptoms (usually vs. sometimes or rarely/never) was associated with higher HbA(1c) (MVR 0.05 SD units [95% CI 0.04–0.06]; 1SMR 0.52 [0.42–0.63]; 2SMR 0.24 [0.11–0.36]). Associations remained, but point estimates were somewhat attenuated after excluding participants with diabetes. For other sleep traits, there was less consistency across methods, with some but not all providing evidence of an effect. CONCLUSIONS: Our results suggest that frequent insomnia symptoms cause higher HbA(1c) levels and, by implication, that insomnia has a causal role in type 2 diabetes. These findings could have important implications for developing and evaluating strategies that improve sleep habits to reduce hyperglycemia and prevent diabetes. |
format | Online Article Text |
id | pubmed-9114722 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-91147222022-06-10 Assessing the Causal Role of Sleep Traits on Glycated Hemoglobin: A Mendelian Randomization Study Liu, Junxi Richmond, Rebecca C. Bowden, Jack Barry, Ciarrah Dashti, Hassan S. Daghlas, Iyas Lane, Jacqueline M. Jones, Samuel E. Wood, Andrew R. Frayling, Timothy M. Wright, Alison K. Carr, Matthew J. Anderson, Simon G. Emsley, Richard A. Ray, David W. Weedon, Michael N. Saxena, Richa Lawlor, Deborah A. Rutter, Martin K. Diabetes Care Epidemiology/Health Services Research OBJECTIVE: To examine the effects of sleep traits on glycated hemoglobin (HbA(1c)). RESEARCH DESIGN AND METHODS: This study triangulated evidence across multivariable regression (MVR) and one- (1SMR) and two-sample Mendelian randomization (2SMR) including sensitivity analyses on the effects of five self-reported sleep traits (i.e., insomnia symptoms [difficulty initiating or maintaining sleep], sleep duration, daytime sleepiness, napping, and chronotype) on HbA(1c) (in SD units) in adults of European ancestry from the UK Biobank (for MVR and 1SMR analyses) (n = 336,999; mean [SD] age 57 [8] years; 54% female) and in the genome-wide association studies from the Meta-Analyses of Glucose and Insulin-Related Traits Consortium (MAGIC) (for 2SMR analysis) (n = 46,368; 53 [11] years; 52% female). RESULTS: Across MVR, 1SMR, 2SMR, and their sensitivity analyses, we found a higher frequency of insomnia symptoms (usually vs. sometimes or rarely/never) was associated with higher HbA(1c) (MVR 0.05 SD units [95% CI 0.04–0.06]; 1SMR 0.52 [0.42–0.63]; 2SMR 0.24 [0.11–0.36]). Associations remained, but point estimates were somewhat attenuated after excluding participants with diabetes. For other sleep traits, there was less consistency across methods, with some but not all providing evidence of an effect. CONCLUSIONS: Our results suggest that frequent insomnia symptoms cause higher HbA(1c) levels and, by implication, that insomnia has a causal role in type 2 diabetes. These findings could have important implications for developing and evaluating strategies that improve sleep habits to reduce hyperglycemia and prevent diabetes. American Diabetes Association 2022-04 2022-03-29 /pmc/articles/PMC9114722/ /pubmed/35349659 http://dx.doi.org/10.2337/dc21-0089 Text en © 2022 by the American Diabetes Association https://www.diabetesjournals.org/content/licenseReaders may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. More information is available at https://www.diabetesjournals.org/journals/pages/license. |
spellingShingle | Epidemiology/Health Services Research Liu, Junxi Richmond, Rebecca C. Bowden, Jack Barry, Ciarrah Dashti, Hassan S. Daghlas, Iyas Lane, Jacqueline M. Jones, Samuel E. Wood, Andrew R. Frayling, Timothy M. Wright, Alison K. Carr, Matthew J. Anderson, Simon G. Emsley, Richard A. Ray, David W. Weedon, Michael N. Saxena, Richa Lawlor, Deborah A. Rutter, Martin K. Assessing the Causal Role of Sleep Traits on Glycated Hemoglobin: A Mendelian Randomization Study |
title | Assessing the Causal Role of Sleep Traits on Glycated Hemoglobin: A Mendelian Randomization Study |
title_full | Assessing the Causal Role of Sleep Traits on Glycated Hemoglobin: A Mendelian Randomization Study |
title_fullStr | Assessing the Causal Role of Sleep Traits on Glycated Hemoglobin: A Mendelian Randomization Study |
title_full_unstemmed | Assessing the Causal Role of Sleep Traits on Glycated Hemoglobin: A Mendelian Randomization Study |
title_short | Assessing the Causal Role of Sleep Traits on Glycated Hemoglobin: A Mendelian Randomization Study |
title_sort | assessing the causal role of sleep traits on glycated hemoglobin: a mendelian randomization study |
topic | Epidemiology/Health Services Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9114722/ https://www.ncbi.nlm.nih.gov/pubmed/35349659 http://dx.doi.org/10.2337/dc21-0089 |
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