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Health effects of milk consumption: phenome-wide Mendelian randomization study
BACKGROUND: We performed phenome-wide Mendelian randomization analysis (MR-PheWAS), two-sample MR analysis, and systemic review to comprehensively explore the health effects of milk consumption in the European population. METHODS: Rs4988235 located upstream of the LCT gene was used as the instrument...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9694907/ https://www.ncbi.nlm.nih.gov/pubmed/36424608 http://dx.doi.org/10.1186/s12916-022-02658-w |
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author | Yuan, Shuai Sun, Jing Lu, Ying Xu, Fengzhe Li, Doudou Jiang, Fangyuan Wan, Zhongxiao Li, Xue Qin, Li-Qiang Larsson, Susanna C. |
author_facet | Yuan, Shuai Sun, Jing Lu, Ying Xu, Fengzhe Li, Doudou Jiang, Fangyuan Wan, Zhongxiao Li, Xue Qin, Li-Qiang Larsson, Susanna C. |
author_sort | Yuan, Shuai |
collection | PubMed |
description | BACKGROUND: We performed phenome-wide Mendelian randomization analysis (MR-PheWAS), two-sample MR analysis, and systemic review to comprehensively explore the health effects of milk consumption in the European population. METHODS: Rs4988235 located upstream of the LCT gene was used as the instrumental variable for milk consumption. MR-PheWAS analysis was conducted to map the association of genetically predicted milk consumption with 1081 phenotypes in the UK Biobank study (n=339,197). The associations identified in MR-PheWAS were examined by two-sample MR analysis using data from the FinnGen study (n=260,405) and international consortia. A systematic review of MR studies on milk consumption was further performed. RESULTS: PheWAS and two-sample MR analyses found robust evidence in support of inverse associations of genetically predicted milk consumption with risk of cataract (odds ratio (OR) per 50 g/day increase in milk consumption, 0.89, 95% confidence interval (CI), 0.84–0.94; p=3.81×10(−5)), hypercholesterolemia (OR, 0.91, 95% CI 0.86–0.96; p=2.97×10(−4)), and anal and rectal polyps (OR, 0.85, 95% CI, 0.77–0.94; p=0.001). An inverse association for type 2 diabetes risk (OR, 0.92, 95% CI, 0.86–0.97; p=0.003) was observed in MR analysis based on genetic data with body mass index adjustment but not in the corresponding data without body mass index adjustment. The systematic review additionally found evidence that genetically predicted milk consumption was inversely associated with asthma, hay fever, multiple sclerosis, colorectal cancer, and Alzheimer’s disease, and positively associated with Parkinson’s disease, renal cell carcinoma, metabolic syndrome, overweight, and obesity. CONCLUSIONS: This study suggests several health effects of milk consumption in the European population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02658-w. |
format | Online Article Text |
id | pubmed-9694907 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96949072022-11-26 Health effects of milk consumption: phenome-wide Mendelian randomization study Yuan, Shuai Sun, Jing Lu, Ying Xu, Fengzhe Li, Doudou Jiang, Fangyuan Wan, Zhongxiao Li, Xue Qin, Li-Qiang Larsson, Susanna C. BMC Med Research Article BACKGROUND: We performed phenome-wide Mendelian randomization analysis (MR-PheWAS), two-sample MR analysis, and systemic review to comprehensively explore the health effects of milk consumption in the European population. METHODS: Rs4988235 located upstream of the LCT gene was used as the instrumental variable for milk consumption. MR-PheWAS analysis was conducted to map the association of genetically predicted milk consumption with 1081 phenotypes in the UK Biobank study (n=339,197). The associations identified in MR-PheWAS were examined by two-sample MR analysis using data from the FinnGen study (n=260,405) and international consortia. A systematic review of MR studies on milk consumption was further performed. RESULTS: PheWAS and two-sample MR analyses found robust evidence in support of inverse associations of genetically predicted milk consumption with risk of cataract (odds ratio (OR) per 50 g/day increase in milk consumption, 0.89, 95% confidence interval (CI), 0.84–0.94; p=3.81×10(−5)), hypercholesterolemia (OR, 0.91, 95% CI 0.86–0.96; p=2.97×10(−4)), and anal and rectal polyps (OR, 0.85, 95% CI, 0.77–0.94; p=0.001). An inverse association for type 2 diabetes risk (OR, 0.92, 95% CI, 0.86–0.97; p=0.003) was observed in MR analysis based on genetic data with body mass index adjustment but not in the corresponding data without body mass index adjustment. The systematic review additionally found evidence that genetically predicted milk consumption was inversely associated with asthma, hay fever, multiple sclerosis, colorectal cancer, and Alzheimer’s disease, and positively associated with Parkinson’s disease, renal cell carcinoma, metabolic syndrome, overweight, and obesity. CONCLUSIONS: This study suggests several health effects of milk consumption in the European population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02658-w. BioMed Central 2022-11-23 /pmc/articles/PMC9694907/ /pubmed/36424608 http://dx.doi.org/10.1186/s12916-022-02658-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Yuan, Shuai Sun, Jing Lu, Ying Xu, Fengzhe Li, Doudou Jiang, Fangyuan Wan, Zhongxiao Li, Xue Qin, Li-Qiang Larsson, Susanna C. Health effects of milk consumption: phenome-wide Mendelian randomization study |
title | Health effects of milk consumption: phenome-wide Mendelian randomization study |
title_full | Health effects of milk consumption: phenome-wide Mendelian randomization study |
title_fullStr | Health effects of milk consumption: phenome-wide Mendelian randomization study |
title_full_unstemmed | Health effects of milk consumption: phenome-wide Mendelian randomization study |
title_short | Health effects of milk consumption: phenome-wide Mendelian randomization study |
title_sort | health effects of milk consumption: phenome-wide mendelian randomization study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9694907/ https://www.ncbi.nlm.nih.gov/pubmed/36424608 http://dx.doi.org/10.1186/s12916-022-02658-w |
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