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Jiménez-Ortega RF, Aparicio-Bautista DI, Becerra-Cervera A, López-Montoya P, León-Reyes G, Flores-Morales J, Castillejos-López M, Hidalgo-Bravo A, Salmerón J, Rivera-Paredez B, Velázquez-Cruz R. Association Study between Antioxidant Nutrient Intake and Low Bone Mineral Density with Oxidative Stress-Single Nucleotide Variants: GPX1 (rs1050450 and rs17650792), SOD2 (rs4880) and CAT (rs769217) in Mexican Women. Antioxidants (Basel) 2023; 12:2089. [PMID: 38136209 PMCID: PMC10740963 DOI: 10.3390/antiox12122089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 11/29/2023] [Accepted: 12/06/2023] [Indexed: 12/24/2023] Open
Abstract
Oxidative stress is essential in developing multiple bone metabolism diseases, including osteoporosis. Single-nucleotide variants (SNVs) have been associated with oxidative stress, promoting an imbalance between the production of reactive oxygen species and the ability to neutralize them, and it has been reported that antioxidant nutrient intake can influence bone mineral density (BMD). This work reports the association between oxidative stress-related SNVs (GPX1-rs1050450, rs17650792, SOD2-rs4880, and CAT-rs769217), BMD, and antioxidant nutrient intake. The study included 1269 Mexican women from the Health Workers Cohort Study. Genotyping was performed using predesigned TaqMan assays. Dietary data were collected using a 116-item semi-quantitative food frequency questionnaire. A dietary antioxidant quality score (DAQS) was used to estimate antioxidant-nutrient intake. Association analysis was estimated via linear, logistic, or quantile regression models. The results showed an association of the rs1050450-A and rs17650792-A alleles with femoral neck BMD (p = 0.038 and p = 0.017, respectively) and the SNV rs4880-A allele with total hip BMD (p = 0.026) in respondents aged 45 years or older. In addition, antioxidant-nutrient intake was associated with the rs4880-GG genotype, being significant for fiber (p = 0.007), riboflavin (p = 0.005), vitamin B6 (p = 0.034), and vitamin D (p = 0.002). The study showed an association between oxidative stress-related SNVs, BMD, and antioxidant-nutrient intake in Mexican women. Therefore, treatments for low BMD could be developed based on antioxidant supplementation.
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Affiliation(s)
- Rogelio F. Jiménez-Ortega
- Laboratorio de Genómica del Metabolismo Óseo, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico; (R.F.J.-O.); (D.I.A.-B.); (A.B.-C.); (P.L.-M.); (G.L.-R.); (J.F.-M.)
| | - Diana I. Aparicio-Bautista
- Laboratorio de Genómica del Metabolismo Óseo, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico; (R.F.J.-O.); (D.I.A.-B.); (A.B.-C.); (P.L.-M.); (G.L.-R.); (J.F.-M.)
| | - Adriana Becerra-Cervera
- Laboratorio de Genómica del Metabolismo Óseo, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico; (R.F.J.-O.); (D.I.A.-B.); (A.B.-C.); (P.L.-M.); (G.L.-R.); (J.F.-M.)
- Consejo Nacional de Humanidades, Ciencias y Tecnologías (CONAHCYT), Mexico City 03940, Mexico
| | - Priscilla López-Montoya
- Laboratorio de Genómica del Metabolismo Óseo, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico; (R.F.J.-O.); (D.I.A.-B.); (A.B.-C.); (P.L.-M.); (G.L.-R.); (J.F.-M.)
| | - Guadalupe León-Reyes
- Laboratorio de Genómica del Metabolismo Óseo, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico; (R.F.J.-O.); (D.I.A.-B.); (A.B.-C.); (P.L.-M.); (G.L.-R.); (J.F.-M.)
| | - Jeny Flores-Morales
- Laboratorio de Genómica del Metabolismo Óseo, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico; (R.F.J.-O.); (D.I.A.-B.); (A.B.-C.); (P.L.-M.); (G.L.-R.); (J.F.-M.)
| | - Manuel Castillejos-López
- Unidad de Epidemiología Hospitalaria e Infectología, Instituto Nacional de Enfermedades Respiratorias Ismael Cosio Villegas (INER), Mexico City 14080, Mexico;
| | - Alberto Hidalgo-Bravo
- Departamento de Medicina Genómica, Instituto Nacional de Rehabilitación (INR), Mexico City 14389, Mexico;
| | - Jorge Salmerón
- Centro de Investigación en Políticas, Población y Salud, Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico; (J.S.); (B.R.-P.)
| | - Berenice Rivera-Paredez
- Centro de Investigación en Políticas, Población y Salud, Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico; (J.S.); (B.R.-P.)
| | - Rafael Velázquez-Cruz
- Laboratorio de Genómica del Metabolismo Óseo, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico; (R.F.J.-O.); (D.I.A.-B.); (A.B.-C.); (P.L.-M.); (G.L.-R.); (J.F.-M.)
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López-Montoya P, Rivera-Paredez B, Palacios-González B, Morán-Ramos S, López-Contreras BE, Canizales-Quinteros S, Salmerón J, Velázquez-Cruz R. Dietary Patterns Are Associated with the Gut Microbiome and Metabolic Syndrome in Mexican Postmenopausal Women. Nutrients 2023; 15:4704. [PMID: 38004098 PMCID: PMC10675332 DOI: 10.3390/nu15224704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 11/01/2023] [Accepted: 11/02/2023] [Indexed: 11/26/2023] Open
Abstract
Postmenopausal women are at an increased risk of developing metabolic syndrome (MetS) due to hormonal changes and lifestyle factors. Gut microbiota (GM) have been linked to the development of MetS, and they are influenced by dietary habits. However, the interactions between dietary patterns (DP) and the GM of postmenopausal women, as well as their influence on MetS, still need to be understood. The present study evaluated the DP and microbiota composition of postmenopausal Mexican women with MetS and those in a control group. Diet was assessed using a food frequency questionnaire, and the GM were profiled using 16S rRNA gene sequencing. Greater adherence to a "healthy" DP was significantly associated with lower values of MetS risk factors. GM diversity was diminished in women with MetS, and it was negatively influenced by an "unhealthy" DP. Moreover, a higher intake of fats and proteins, as well as lower amounts of carbohydrates, showed a reduction in some of the short-chain fatty acid-producing genera in women with MetS, as well as increases in some harmful bacteria. Furthermore, Roseburia abundance was positively associated with dietary fat and waist circumference, which may explain 7.5% of the relationship between this macronutrient and MetS risk factors. These findings suggest that GM and diet interactions are important in the development of MetS in postmenopausal Mexican women.
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Affiliation(s)
- Priscilla López-Montoya
- Laboratorio de Genómica del Metabolismo Óseo, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico;
| | - Berenice Rivera-Paredez
- Centro de Investigación en Políticas, Población y Salud de la Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City 04510, Mexico; (B.R.-P.)
| | - Berenice Palacios-González
- Laboratorio de Envejecimiento Saludable, Centro de Investigación Sobre Envejecimiento, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14330, Mexico;
| | - Sofia Morán-Ramos
- Departamento de Alimentos y Biotecnología, Facultad de Química, Universidad Nacional Autónoma de México (UNAM), Mexico City 04510, Mexico;
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico; (B.E.L.-C.); (S.C.-Q.)
| | - Blanca E. López-Contreras
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico; (B.E.L.-C.); (S.C.-Q.)
| | - Samuel Canizales-Quinteros
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico; (B.E.L.-C.); (S.C.-Q.)
| | - Jorge Salmerón
- Laboratorio de Envejecimiento Saludable, Centro de Investigación Sobre Envejecimiento, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14330, Mexico;
| | - Rafael Velázquez-Cruz
- Laboratorio de Genómica del Metabolismo Óseo, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico;
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León-Reyes G, Argoty-Pantoja AD, Becerra-Cervera A, López-Montoya P, Rivera-Paredez B, Velázquez-Cruz R. Oxidative-Stress-Related Genes in Osteoporosis: A Systematic Review. Antioxidants (Basel) 2023; 12:antiox12040915. [PMID: 37107290 PMCID: PMC10135393 DOI: 10.3390/antiox12040915] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 04/06/2023] [Accepted: 04/10/2023] [Indexed: 04/29/2023] Open
Abstract
Osteoporosis is characterized by a decline in bone mineral density (BMD) and increased fracture risk. Free radicals and antioxidant systems play a central role in bone remodeling. This study was conducted to illustrate the role of oxidative-stress-related genes in BMD and osteoporosis. A systematic review was performed following the PRISMA guidelines. The search was computed in PubMed, Web of Sciences, Scopus, EBSCO, and BVS from inception to November 1st, 2022. The risk of bias was evaluated using the Joanna Briggs Institute Critical Appraisal Checklist tool. A total of 427 potentially eligible articles exploring this search question were detected. After removing duplicates (n = 112) and excluding irrelevant manuscripts based on screenings of their titles and abstracts (n = 317), 19 articles were selected for full-text review. Finally, 14 original articles were included in this systematic review after we applied the exclusion and inclusion criteria. Data analyzed in this systematic review indicated that oxidative-stress-related genetic polymorphisms are associated with BMD at different skeletal sites in diverse populations, influencing the risk of osteoporosis or osteoporotic fracture. However, it is necessary to look deep into their association with bone metabolism to determine if the findings can be translated into the clinical management of osteoporosis and its progression.
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Affiliation(s)
- Guadalupe León-Reyes
- Genomics of Bone Metabolism Laboratory, National Institute of Genomic Medicine (INMEGEN), Mexico City 14610, Mexico
| | - Anna D Argoty-Pantoja
- Research Center in Policies, Population and Health, School of Medicine, National Autonomous University of Mexico (UNAM), Mexico City 04510, Mexico
| | - Adriana Becerra-Cervera
- Genomics of Bone Metabolism Laboratory, National Institute of Genomic Medicine (INMEGEN), Mexico City 14610, Mexico
- National Council of Science and Technology (CONACYT), Mexico City 03940, Mexico
| | - Priscilla López-Montoya
- Genomics of Bone Metabolism Laboratory, National Institute of Genomic Medicine (INMEGEN), Mexico City 14610, Mexico
| | - Berenice Rivera-Paredez
- Research Center in Policies, Population and Health, School of Medicine, National Autonomous University of Mexico (UNAM), Mexico City 04510, Mexico
| | - Rafael Velázquez-Cruz
- Genomics of Bone Metabolism Laboratory, National Institute of Genomic Medicine (INMEGEN), Mexico City 14610, Mexico
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López-Montoya P, Cerqueda-García D, Rodríguez-Flores M, López-Contreras B, Villamil-Ramírez H, Morán-Ramos S, Molina-Cruz S, Rivera-Paredez B, Antuna-Puente B, Velázquez-Cruz R, Villarreal-Molina T, Canizales-Quinteros S. Association of Gut Microbiota with Atherogenic Dyslipidemia, and Its Impact on Serum Lipid Levels after Bariatric Surgery. Nutrients 2022; 14:nu14173545. [PMID: 36079803 PMCID: PMC9460232 DOI: 10.3390/nu14173545] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 08/18/2022] [Accepted: 08/23/2022] [Indexed: 11/25/2022] Open
Abstract
Gut microbiota has been suggested to modulate circulating lipids. However, the relationship between the gut microbiota and atherogenic dyslipidemia (AD), defined as the presence of both low HDL-C and hypertriglyceridemia, is not fully understood. Moreover, because obesity is among the main causes of secondary AD, it is important to analyze the effect of gut microbiota composition on lipid profiles after a weight loss intervention. We compared the microbial diversity and taxonomic composition in patients with AD (n = 41) and controls (n = 38) and sought correlations of genera abundance with serum lipid levels in 20 patients after weight loss induced by Roux-en-Y gastric bypass (RYGB) surgery. Gut microbiota composition was profiled using next-generation sequencing of 16S rRNA. Gut microbiota diversity was significantly lower in atherogenic dyslipidemia. Moreover, relative abundance of two genera with LDA score >3.5 (Megasphaera and LPS-producing Escherichia-Shigella), was significantly higher in AD subjects, while the abundance of four short chain fatty acids (SCFA) producing-genera (Christensenellaceae R-7, Ruminococcaceae UCG-014; Akkermansia and [Eubacterium] eligens group) was significantly higher in controls. Notably, [Eubacterium] eligens group abundance was also significantly associated with higher HDL-C levels in RYGB patients one year after surgery. Although dietary polyunsaturated fatty acid/saturated fatty acid (PUFA/SFA) ratio and PUFA intake were higher in controls than in AD subjects, of the four genera differentiated in cases and controls, only Akkermansia abundance showed a positive and significant correlation with PUFA/SFA ratio. Our results suggest that SCFA-producing bacteria promote a healthy lipid homeostasis, while the presence of LPS-producing bacteria such Escherichia-Shigella may contribute to the development of atherogenic dyslipidemia.
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Affiliation(s)
- Priscilla López-Montoya
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM), Mexico City 14610, Mexico
- Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico
- Programa de Maestría en Ciencias Bioquímicas, Facultad de Química, Universidad Nacional Autónoma de México (UNAM), Mexico City 04510, Mexico
| | - Daniel Cerqueda-García
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM), Mexico City 14610, Mexico
- Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico
| | - Marcela Rodríguez-Flores
- Unidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City 14080, Mexico
| | - Blanca López-Contreras
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM), Mexico City 14610, Mexico
- Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico
| | - Hugo Villamil-Ramírez
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM), Mexico City 14610, Mexico
- Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico
| | - Sofía Morán-Ramos
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM), Mexico City 14610, Mexico
- Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico
| | - Selene Molina-Cruz
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM), Mexico City 14610, Mexico
- Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico
- Programa de Doctorado en Ciencias Biomédicas, Universidad Nacional Autónoma de México (UNAM), Mexico City 04510, Mexico
| | - Berenice Rivera-Paredez
- Centro de Investigación en Políticas, Población y Salud (CIPPS), Facultad de Medicina-UNAM, Mexico City 04510, Mexico
| | - Bárbara Antuna-Puente
- Infection Disease Division, Department of Medicine, Queen’s University, Kingston, ON K7L3N6, Canada
| | | | | | - Samuel Canizales-Quinteros
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM), Mexico City 14610, Mexico
- Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico
- Correspondence:
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5
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León-Mimila P, Villamil-Ramírez H, Macías-Kauffer LR, Jacobo-Albavera L, López-Contreras BE, Posadas-Sánchez R, Posadas-Romero C, Romero-Hidalgo S, Morán-Ramos S, Domínguez-Pérez M, Olivares-Arevalo M, López-Montoya P, Nieto-Guerra R, Acuña-Alonzo V, Macín-Pérez G, Barquera-Lozano R, Del-Río-Navarro BE, González-González I, Campos-Pérez F, Gómez-Pérez F, Valdés VJ, Sampieri A, Reyes-García JG, Carrasco-Portugal MDC, Flores-Murrieta FJ, Aguilar-Salinas CA, Vargas-Alarcón G, Shih D, Meikle PJ, Calkin AC, Drew BG, Vaca L, Lusis AJ, Huertas-Vazquez A, Villarreal-Molina T, Canizales-Quinteros S. Genome-Wide Association Study Identifies a Functional SIDT2 Variant Associated With HDL-C (High-Density Lipoprotein Cholesterol) Levels and Premature Coronary Artery Disease. Arterioscler Thromb Vasc Biol 2021; 41:2494-2508. [PMID: 34233476 PMCID: PMC8664085 DOI: 10.1161/atvbaha.120.315391] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective Low HDL-C (high-density lipoprotein cholesterol) is the most frequent dyslipidemia in Mexicans, but few studies have examined the underlying genetic basis. Our purpose was to identify genetic variants associated with HDL-C levels and cardiovascular risk in the Mexican population. Approach and Results A genome-wide association studies for HDL-C levels in 2335 Mexicans, identified four loci associated with genome-wide significance: CETP, ABCA1, LIPC, and SIDT2. The SIDT2 missense Val636Ile variant was associated with HDL-C levels and was replicated in 3 independent cohorts (P=5.9×10−18 in the conjoint analysis). The SIDT2/Val636Ile variant is more frequent in Native American and derived populations than in other ethnic groups. This variant was also associated with increased ApoA1 and glycerophospholipid serum levels, decreased LDL-C (low-density lipoprotein cholesterol) and ApoB levels, and a lower risk of premature CAD. Because SIDT2 was previously identified as a protein involved in sterol transport, we tested whether the SIDT2/Ile636 protein affected this function using an in vitro site-directed mutagenesis approach. The SIDT2/Ile636 protein showed increased uptake of the cholesterol analog dehydroergosterol, suggesting this variant affects function. Finally, liver transcriptome data from humans and the Hybrid Mouse Diversity Panel are consistent with the involvement of SIDT2 in lipid and lipoprotein metabolism. Conclusions This is the first genome-wide association study for HDL-C levels seeking associations with coronary artery disease in the Mexican population. Our findings provide new insight into the genetic architecture of HDL-C and highlight SIDT2 as a new player in cholesterol and lipoprotein metabolism in humans.
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Affiliation(s)
- Paola León-Mimila
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City (P.L.-M., H.V.-R., L.R.M.-K., B.E.L.-C., S.M.-R., M.O.-A., P.L.-M., R.N.-G., S.C.-Q.)
| | - Hugo Villamil-Ramírez
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City (P.L.-M., H.V.-R., L.R.M.-K., B.E.L.-C., S.M.-R., M.O.-A., P.L.-M., R.N.-G., S.C.-Q.)
| | - Luis R Macías-Kauffer
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City (P.L.-M., H.V.-R., L.R.M.-K., B.E.L.-C., S.M.-R., M.O.-A., P.L.-M., R.N.-G., S.C.-Q.)
- Dirección de Planeación, Enseñanza e Investigación, Hospital Regional de Alta Especialidad de Ixtapaluca, Estado de México (L.R.M.-K.)
| | - Leonor Jacobo-Albavera
- Laboratorio de Enfermedades Cardiovasculares, INMEGEN, Mexico City (L.J.-A., M.D.-P., T.V.-M.)
| | - Blanca E López-Contreras
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City (P.L.-M., H.V.-R., L.R.M.-K., B.E.L.-C., S.M.-R., M.O.-A., P.L.-M., R.N.-G., S.C.-Q.)
| | - Rosalinda Posadas-Sánchez
- Departamento de Endocrinología, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City (R.P.-S., C.P.-R.)
| | - Carlos Posadas-Romero
- Departamento de Endocrinología, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City (R.P.-S., C.P.-R.)
| | | | - Sofía Morán-Ramos
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City (P.L.-M., H.V.-R., L.R.M.-K., B.E.L.-C., S.M.-R., M.O.-A., P.L.-M., R.N.-G., S.C.-Q.)
- Consejo Nacional de Ciencia y Tecnología (CONACyT), Mexico City (S.M.-R.)
| | - Mayra Domínguez-Pérez
- Laboratorio de Enfermedades Cardiovasculares, INMEGEN, Mexico City (L.J.-A., M.D.-P., T.V.-M.)
| | - Marisol Olivares-Arevalo
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City (P.L.-M., H.V.-R., L.R.M.-K., B.E.L.-C., S.M.-R., M.O.-A., P.L.-M., R.N.-G., S.C.-Q.)
| | - Priscilla López-Montoya
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City (P.L.-M., H.V.-R., L.R.M.-K., B.E.L.-C., S.M.-R., M.O.-A., P.L.-M., R.N.-G., S.C.-Q.)
| | - Roberto Nieto-Guerra
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City (P.L.-M., H.V.-R., L.R.M.-K., B.E.L.-C., S.M.-R., M.O.-A., P.L.-M., R.N.-G., S.C.-Q.)
| | | | - Gastón Macín-Pérez
- Escuela Nacional de Antropología e Historia, Mexico City (V.A.-A., G.M.-P.)
| | | | | | | | | | - Francisco Gómez-Pérez
- Unidad de Investigación en Enfermedades Metabólicas and Departamento de Endocrinología y Metabolismo, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City (F.G.-P., C.A.A.-S.)
| | - Victor J Valdés
- Instituto de Fisiología Celular, UNAM, Mexico City (V.J.V., A.S., L.V.)
| | - Alicia Sampieri
- Instituto de Fisiología Celular, UNAM, Mexico City (V.J.V., A.S., L.V.)
| | - Juan G Reyes-García
- Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional, Mexico City (J.G.R.-G., F.J.F.-M.)
| | - Miriam Del C Carrasco-Portugal
- Unidad de Investigación en Farmacología, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City (M.C.-P., F.J.F.-M.)
| | - Francisco J Flores-Murrieta
- Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional, Mexico City (J.G.R.-G., F.J.F.-M.)
- Unidad de Investigación en Farmacología, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City (M.C.-P., F.J.F.-M.)
| | - Carlos A Aguilar-Salinas
- Unidad de Investigación en Enfermedades Metabólicas and Departamento de Endocrinología y Metabolismo, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City (F.G.-P., C.A.A.-S.)
- Tecnológico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Monterrey, N.L. Mexico (C.A.A.-S.)
| | - Gilberto Vargas-Alarcón
- Departamento de Biología Molecular, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City (G.V.-A.)
| | - Diana Shih
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles (D.S., A.J.L., A.H.-V.)
| | - Peter J Meikle
- Head Metabolomics Laboratory, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia (P.J.M.)
| | - Anna C Calkin
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia (A.C.C., B.G.D.)
- Central Clinical School, Monash University, Melbourne, VIC, Australia (A.C.C., B.G.D.)
- Baker Department of Cardiometabolic Health, University of Melbourne, Parkville, VIC, Australia (A.C.C., B.G.D.)
| | - Brian G Drew
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia (A.C.C., B.G.D.)
- Central Clinical School, Monash University, Melbourne, VIC, Australia (A.C.C., B.G.D.)
- Baker Department of Cardiometabolic Health, University of Melbourne, Parkville, VIC, Australia (A.C.C., B.G.D.)
| | - Luis Vaca
- Instituto de Fisiología Celular, UNAM, Mexico City (V.J.V., A.S., L.V.)
| | - Aldons J Lusis
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles (D.S., A.J.L., A.H.-V.)
| | - Adriana Huertas-Vazquez
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles (D.S., A.J.L., A.H.-V.)
| | | | - Samuel Canizales-Quinteros
- Unidad de Genómica de Poblaciones Aplicada a la Salud, Facultad de Química, Universidad Nacional Autónoma de México (UNAM)/Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City (P.L.-M., H.V.-R., L.R.M.-K., B.E.L.-C., S.M.-R., M.O.-A., P.L.-M., R.N.-G., S.C.-Q.)
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