Association of age-related cataract risk high polygenetic risk scores involved in galactose-related metabolism and dietary interactions
Introduction: Cataracts are associated with the accumulation of galactose and galactitol in the lens. We determined the polygenetic risk scores for the best model(PRSBM) associated with age-related cataract(ARC) risk and their interaction with diets and lifestyles in 40,262 Korean adults aged over 5...
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| Format: | Article |
| Language: | English |
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Karger Publishers
2021-12-01
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| Series: | Lifestyle Genomics |
| Online Access: | https://www.karger.com/Article/FullText/521548 |
| _version_ | 1831706526306271232 |
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| author | Donghyun Jee Suna Kang Sunmin Park |
| author_facet | Donghyun Jee Suna Kang Sunmin Park |
| author_sort | Donghyun Jee |
| collection | DOAJ |
| description | Introduction: Cataracts are associated with the accumulation of galactose and galactitol in the lens. We determined the polygenetic risk scores for the best model(PRSBM) associated with age-related cataract(ARC) risk and their interaction with diets and lifestyles in 40,262 Korean adults aged over 50 years belonged to a hospital-based city cohort. Methods: The genetic variants for ARC risk were selected in lactose and galactose metabolism-related genes with multivariate logistic regression using the PLINK 1.9 version. PRSBM from the selected genetic variants was estimated by generalized multifactor dimensionality reduction (GMDR) after adjusting covariates. The interactions between the PRSBM and each lifestyle factor were determined to modulate ARC risk. Results: The genetic variants for ARC risk related to lactose- and galactose metabolism were SLC2A1_rs3729548, ST3GAL3_rs3791047, LCT_rs2304371, GALNT5_rs6728956, ST6GAL1_rs2268536, GALNT17_rs17058752, CSGALNACT1_rs1994788, GALNTL4_rs10831608, B4GALT6_rs1667288, and A4GALT_ rs9623659. In GMDR, the best model included all ten genetic variants. The highest odds ratio (OR) for a single SNP in the PRSBM was 1.26. However, subjects with a high-PRSBM had a higher ARC risk by 2.1-fold than a low-PRSBM after adjusting for covariates. Carbohydrate, dairy products, kimchi, and alcohol intake interacted with PRSBM for ARC risk: the participants with high-PRSBM had a much higher ARC risk than those with low-PRSBM when consuming diets with high carbohydrate and low dairy product and kimchi intake. However, only with low alcohol intake, the participants with high-PRSBM had a higher ARC risk than those with low-PRSBM. Conclusion: Adults aged >50 years having high-PRSBM may modulate dietary habits to reduce ARC risk. |
| first_indexed | 2024-12-20T16:40:58Z |
| format | Article |
| id | doaj.art-a2045aceab424f16bb370d81715af5f6 |
| institution | Directory Open Access Journal |
| issn | 2504-3161 2504-3188 |
| language | English |
| last_indexed | 2024-12-20T16:40:58Z |
| publishDate | 2021-12-01 |
| publisher | Karger Publishers |
| record_format | Article |
| series | Lifestyle Genomics |
| spelling | doaj.art-a2045aceab424f16bb370d81715af5f62022-12-21T19:33:01ZengKarger PublishersLifestyle Genomics2504-31612504-31882021-12-01110.1159/000521548521548Association of age-related cataract risk high polygenetic risk scores involved in galactose-related metabolism and dietary interactionsDonghyun JeeSuna KangSunmin Parkhttps://orcid.org/0000-0002-6092-8340Introduction: Cataracts are associated with the accumulation of galactose and galactitol in the lens. We determined the polygenetic risk scores for the best model(PRSBM) associated with age-related cataract(ARC) risk and their interaction with diets and lifestyles in 40,262 Korean adults aged over 50 years belonged to a hospital-based city cohort. Methods: The genetic variants for ARC risk were selected in lactose and galactose metabolism-related genes with multivariate logistic regression using the PLINK 1.9 version. PRSBM from the selected genetic variants was estimated by generalized multifactor dimensionality reduction (GMDR) after adjusting covariates. The interactions between the PRSBM and each lifestyle factor were determined to modulate ARC risk. Results: The genetic variants for ARC risk related to lactose- and galactose metabolism were SLC2A1_rs3729548, ST3GAL3_rs3791047, LCT_rs2304371, GALNT5_rs6728956, ST6GAL1_rs2268536, GALNT17_rs17058752, CSGALNACT1_rs1994788, GALNTL4_rs10831608, B4GALT6_rs1667288, and A4GALT_ rs9623659. In GMDR, the best model included all ten genetic variants. The highest odds ratio (OR) for a single SNP in the PRSBM was 1.26. However, subjects with a high-PRSBM had a higher ARC risk by 2.1-fold than a low-PRSBM after adjusting for covariates. Carbohydrate, dairy products, kimchi, and alcohol intake interacted with PRSBM for ARC risk: the participants with high-PRSBM had a much higher ARC risk than those with low-PRSBM when consuming diets with high carbohydrate and low dairy product and kimchi intake. However, only with low alcohol intake, the participants with high-PRSBM had a higher ARC risk than those with low-PRSBM. Conclusion: Adults aged >50 years having high-PRSBM may modulate dietary habits to reduce ARC risk.https://www.karger.com/Article/FullText/521548 |
| spellingShingle | Donghyun Jee Suna Kang Sunmin Park Association of age-related cataract risk high polygenetic risk scores involved in galactose-related metabolism and dietary interactions Lifestyle Genomics |
| title | Association of age-related cataract risk high polygenetic risk scores involved in galactose-related metabolism and dietary interactions |
| title_full | Association of age-related cataract risk high polygenetic risk scores involved in galactose-related metabolism and dietary interactions |
| title_fullStr | Association of age-related cataract risk high polygenetic risk scores involved in galactose-related metabolism and dietary interactions |
| title_full_unstemmed | Association of age-related cataract risk high polygenetic risk scores involved in galactose-related metabolism and dietary interactions |
| title_short | Association of age-related cataract risk high polygenetic risk scores involved in galactose-related metabolism and dietary interactions |
| title_sort | association of age related cataract risk high polygenetic risk scores involved in galactose related metabolism and dietary interactions |
| url | https://www.karger.com/Article/FullText/521548 |
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