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Zeitoun T, El-Sohemy A. Using Mendelian Randomization to Study the Role of Iron in Health and Disease. Int J Mol Sci 2023; 24:13458. [PMID: 37686261 PMCID: PMC10487635 DOI: 10.3390/ijms241713458] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 08/09/2023] [Accepted: 08/25/2023] [Indexed: 09/10/2023] Open
Abstract
Iron has been shown to play a dual role in health and disease, with either a protective or harmful effect. Some of the contradictory findings from observational studies may be due to reverse causation, residual confounding, or small sample size. One approach that may overcome these limitations without the high cost of randomized control trials is the use of Mendelian randomization to examine the long-term role of iron in a variety of health outcomes. As there is emerging evidence employing Mendelian randomization as a method of assessing the role of micronutrients in health and disease, this narrative review will highlight recent Mendelian randomization findings examining the role of iron in cardiometabolic disorders, inflammation, neurological disorders, different cancers, and a number of other health-related outcomes.
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Affiliation(s)
| | - Ahmed El-Sohemy
- Department of Nutritional Sciences, Temerty Faculty of Medicine, University of Toronto, Medical Sciences Building, Room 5326A, 1 King’s College Circle, Toronto, ON M5S 1A8, Canada;
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Arya R, Escalante A, Farook VS, Restrepo JF, Battafarano DF, Almeida M, Kos MZ, Fourcaudot MJ, Mummidi S, Kumar S, Curran JE, Jenkinson CP, Blangero J, Duggirala R, Del Rincon I. A genetic association study of carotid intima-media thickness (CIMT) and plaque in Mexican Americans and European Americans with rheumatoid arthritis. Atherosclerosis 2018; 271:92-101. [PMID: 29482039 PMCID: PMC5886018 DOI: 10.1016/j.atherosclerosis.2017.11.024] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Revised: 10/25/2017] [Accepted: 11/21/2017] [Indexed: 12/19/2022]
Abstract
BACKGROUND AND AIMS Little is known about specific genetic determinants of carotid-intima-media thickness (CIMT) and carotid plaque in subjects with rheumatoid arthritis (RA). We have used the Metabochip array to fine map and replicate loci that influence variation in these phenotypes in Mexican Americans (MAs) and European Americans (EAs). METHODS CIMT and plaque were measured using ultrasound from 700 MA and 415 EA patients with RA and we conducted association analyses with the Metabochip single nucleotide polymorphism (SNP) data using PLINK. RESULTS In MAs, 12 SNPs from 11 chromosomes and 6 SNPs from 6 chromosomes showed suggestive associations (p < 1 × 10-4) with CIMT and plaque, respectively. The strongest association was observed between CIMT and rs17526722 (SLC17A2 gene) (β ± SE = -0.84 ± 0.18, p = 3.80 × 10-6). In EAs, 9 SNPs from 7 chromosomes and 7 SNPs from 7 chromosomes showed suggestive associations with CIMT and plaque, respectively. The top association for CIMT was observed with rs1867148 (PPCDC gene, β ± SE = -0.28 ± 0.06, p = 5.11 × 10-6). We also observed strong association between plaque and two novel loci: rs496916 from COL4A1 gene (OR = 0.51, p = 3.15 × 10-6) in MAs and rs515291 from SLCA13 gene (OR = 0.50, p = 3.09 × 10-5) in EAs. CONCLUSIONS We identified novel associations between CIMT and variants in SLC17A2 and PPCDC genes, and between plaque and variants from COL4A1 and SLCA13 that may pinpoint new candidate risk loci for subclinical atherosclerosis associated with RA.
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Affiliation(s)
- Rector Arya
- Department of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA; South Texas Diabetes and Obesity Institute, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA.
| | - Agustin Escalante
- Department of Medicine, Division of Rheumatology and Clinical Immunology, The University of Texas Health, San Antonio, TX, USA
| | - Vidya S Farook
- Department of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA; South Texas Diabetes and Obesity Institute, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA
| | - Jose F Restrepo
- Department of Medicine, Division of Rheumatology and Clinical Immunology, The University of Texas Health, San Antonio, TX, USA
| | | | - Marcio Almeida
- Department of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA; South Texas Diabetes and Obesity Institute, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA
| | - Mark Z Kos
- Department of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA; South Texas Diabetes and Obesity Institute, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA
| | - Marcel J Fourcaudot
- Division of Diabetes, Department of Medicine, The University of Texas Health, San Antonio, TX, USA
| | - Srinivas Mummidi
- Department of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA; South Texas Diabetes and Obesity Institute, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA
| | - Satish Kumar
- Department of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA; South Texas Diabetes and Obesity Institute, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA
| | - Joanne E Curran
- Department of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA; South Texas Diabetes and Obesity Institute, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA
| | - Christopher P Jenkinson
- Department of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA; South Texas Diabetes and Obesity Institute, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA
| | - John Blangero
- Department of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA; South Texas Diabetes and Obesity Institute, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA
| | - Ravindranath Duggirala
- Department of Human Genetics, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA; South Texas Diabetes and Obesity Institute, School of Medicine, The University of Texas Rio Grande Valley, Edinburg/Brownsville, TX, USA
| | - Inmaculada Del Rincon
- Department of Medicine, Division of Rheumatology and Clinical Immunology, The University of Texas Health, San Antonio, TX, USA
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