Diet Modulates the Effects of Genetic Variants on the Vitamin D Metabolic Pathway and Bone Mineral Density in Mexican Postmenopausal Women
- PMID: 33847345
- PMCID: PMC8277435
- DOI: 10.1093/jn/nxab067
Diet Modulates the Effects of Genetic Variants on the Vitamin D Metabolic Pathway and Bone Mineral Density in Mexican Postmenopausal Women
Erratum in
-
Erratum to: Diet Modulates the Effects of Genetic Variants on the Vitamin D Metabolic Pathway and Bone Mineral Density in Mexican Postmenopausal Women; doi: 10.1093/jn/nxab067.J Nutr. 2021 Jun 1;151(6):1675. doi: 10.1093/jn/nxab166. J Nutr. 2021. PMID: 34075416 Free PMC article. No abstract available.
Abstract
Background: Macro- and micronutrients, such as proteins, vitamin D, and calcium (Ca), are important dietary factors that can modify bone mineral density (BMD). Genetic factors can interact with diet, affecting an individual's predisposition to osteoporosis.
Objectives: This study aimed to evaluate the associations between macro- and micronutrient intakes and BMD in Mexican postmenopausal women, and their interactions with genetic polymorphisms involved in the vitamin D metabolic pathway.
Methods: We analyzed data from 317 postmenopausal women from the Health Workers Cohort Study, a longitudinal cohort studied in Cuernavaca, Mexico. Postmenopausal women participated in 2 data collection waves (2004-2006 and 2010-2011), with a mean time of 6.4 years. Dietary intake was assessed with a semi-quantitative FFQ. BMD (femoral neck, hip, and lumbar spine) was measured by DXA. Hybrid mixed-effects regression models were used to assess the associations of dietary macro- and micronutrients on BMD, after adjusting for confounding factors and for diet and single nucleotide polymorphism interactions.
Results: At baseline, the median age was 57 years (IQR, 50-64). Mean femoral neck, hip, and lumbar spine BMDs decreased over time. We observed statistically significant longitudinal associations for diet (Ca, vitamin D, magnesium, phosphorus, and protein intake) and BMD. Increases of vitamin D, Ca, and protein intakes by 1 SD were associated with mean increases in the femoral neck BMD (0.083 SD, 0.064 SD, and 0.130 SD, respectively). Multiple significant interactions were identified between several loci (CYP2R1, CYP24A1, CYP27B1, VDR, and DHCR7/NADSYN1) and diet for BMDs (femoral neck, hip, and lumbar spine), mainly for protein intake.
Conclusions: Our data support associations of vitamin D, Ca, protein, phosphorous, and magnesium consumption with BMD in Mexican postmenopausal women and suggest possible gene-diet interactions. These results could facilitate future personalized nutrition recommendations to help prevent low BMD.
Keywords: bone mineral density; gene-diet interaction; macronutrients; micronutrients; vitamin D.
© The Author(s) 2021. Published by Oxford University Press on behalf of the American Society for Nutrition.
Similar articles
-
Relation of the estrogen receptor and vitamin D receptor polymorphisms with bone mineral density in postmenopausal Mexican-mestizo women.Gene. 2014 Mar 1;537(1):10-4. doi: 10.1016/j.gene.2013.12.054. Epub 2013 Dec 31. Gene. 2014. PMID: 24389498
-
Impact of genetic variants of IL-6, IL6R, LRP5, ESR1 and SP7 genes on bone mineral density in postmenopausal Mexican-Mestizo women with obesity.Gene. 2013 Oct 10;528(2):216-20. doi: 10.1016/j.gene.2013.07.008. Epub 2013 Jul 24. Gene. 2013. PMID: 23891823
-
Analysis of association of MEF2C, SOST and JAG1 genes with bone mineral density in Mexican-Mestizo postmenopausal women.BMC Musculoskelet Disord. 2014 Nov 28;15:400. doi: 10.1186/1471-2474-15-400. BMC Musculoskelet Disord. 2014. PMID: 25430630 Free PMC article.
-
Effects of combined calcium and vitamin D supplementation on osteoporosis in postmenopausal women: a systematic review and meta-analysis of randomized controlled trials.Food Funct. 2020 Dec 1;11(12):10817-10827. doi: 10.1039/d0fo00787k. Epub 2020 Nov 25. Food Funct. 2020. PMID: 33237064
-
Soy protein consumption and bone mass in early postmenopausal Chinese women.Osteoporos Int. 2003 Oct;14(10):835-42. doi: 10.1007/s00198-003-1453-9. Epub 2003 Aug 14. Osteoporos Int. 2003. PMID: 12920508 Review.
Cited by
-
Search for Disease-Specific Genetic Markers Originated from the Vitamin D Binding Protein Gene Polymorphisms in the Multiple Sclerosis Cohort in the Latvian Population.Int J Mol Sci. 2025 Mar 12;26(6):2555. doi: 10.3390/ijms26062555. Int J Mol Sci. 2025. PMID: 40141197 Free PMC article.
-
Genome-wide association study of osteoporosis identifies genetic risk and interactions with Dietary Approaches to Stop Hypertension diet and sugar-sweetened beverages in a Hispanic cohort of older adults.J Bone Miner Res. 2024 Jul 23;39(6):697-706. doi: 10.1093/jbmr/zjae047. J Bone Miner Res. 2024. PMID: 38484114 Free PMC article.
-
The Effect of Protein Intake on Bone Disease, Kidney Disease, and Sarcopenia: A Systematic Review.Curr Dev Nutr. 2025 Jan 21;9(3):104546. doi: 10.1016/j.cdnut.2025.104546. eCollection 2025 Mar. Curr Dev Nutr. 2025. PMID: 40078350 Free PMC article. Review.
-
Interaction between MARK3 (rs11623869), PLCB4 (rs6086746) and GEMIN2 (rs2277458) variants with bone mineral density and serum 25-hidroxivitamin D levels in Mexican Mestizo women.Front Endocrinol (Lausanne). 2024 Apr 23;15:1392063. doi: 10.3389/fendo.2024.1392063. eCollection 2024. Front Endocrinol (Lausanne). 2024. PMID: 38715801 Free PMC article.
-
Strategies for preventing bone loss in populations with insufficient calcium and vitamin D intake.Nutr Res Pract. 2025 Apr;19(2):155-169. doi: 10.4162/nrp.2025.19.2.155. Epub 2025 Mar 13. Nutr Res Pract. 2025. PMID: 40226767 Free PMC article. Review.
References
-
- Clark P, Tamayo JA, Cisneros F, Rivera FC, Valdés M. Epidemiology of osteoporosis in Mexico. Present and future directions. Rev Invest Clin. 2013;65(2):183–91. - PubMed
-
- NIH . National Institutes of Health (NIH) consensus development panel on osteoporosis prevention, diagnosis, and therapy. JAMA. 2001;285(6):785–95. - PubMed
-
- Clark P, Carlos F, Vázquez Martínez JL. Epidemiology, costs and burden of osteoporosis in Mexico. Arch Osteoporos. 2010;5:9–17.
-
- Biesalski Hans K, Jana T. Micronutrients in the life cycle: requirements and sufficient supply. NFS J. 2018;11:1–11.
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Miscellaneous