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Severino P, D'Amato A, Prosperi S, Myftari V, Germanò R, Marek-Iannucci S, De Prisco A, Mariani MV, Marchiori L, Battaglia C, Tabacco L, Segato C, Mancone M, Fedele F, Vizza CD. Coronary microcirculation in myocardial ischemia: A genetic perspective. J Mol Cell Cardiol 2025; 203:67-75. [PMID: 40220989 DOI: 10.1016/j.yjmcc.2025.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 04/06/2025] [Accepted: 04/07/2025] [Indexed: 04/14/2025]
Abstract
Coronary microvascular dysfunction (CMD) is a major contributor to ischemic heart disease (IHD), acting both independently and together with atherosclerosis. CMD encompasses structural and functional microcirculatory changes that result in dysregulated coronary blood flow. Structural abnormalities include microvascular remodeling, resulting in arteriolar and capillary narrowing, perivascular fibrosis and capillary rarefaction. Endothelial dysfunction and smooth muscle cell hyperactivity further impair microcirculation. Genetic factors may play a crucial role in the pathophysiology of CMD, mainly due to single nucleotide polymorphisms (SNPs) in genes that regulate coronary blood flow and microcirculation structural modifications. This manuscript aims to review the genetic determinants of CMD, with particular focus on ion channels, microRNAs (miRNAs), and proteins involved in the endothelial environment. The improving knowledge about genetic aspects of CMD opens the possibility to have new biomarkers, improving diagnosis and the development of targeted treatments in light of an even more patient-tailored approach.
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Affiliation(s)
- Paolo Severino
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Andrea D'Amato
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Silvia Prosperi
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Vincenzo Myftari
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Rosanna Germanò
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Stefanie Marek-Iannucci
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Andrea De Prisco
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Marco Valerio Mariani
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Ludovica Marchiori
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Corinne Battaglia
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Leonardo Tabacco
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Camilla Segato
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Massimo Mancone
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | | | - Carmine Dario Vizza
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
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Hosadurg N, Watts K, Wang S, Wingerter KE, Taylor AM, Villines TC, Patel AR, Bourque JM, Lindner JR, Kramer CM, Sharma G, Rodriguez Lozano PF. Emerging Pathway to a Precision Medicine Approach for Angina With Nonobstructive Coronary Arteries in Women. JACC. ADVANCES 2024; 3:101074. [PMID: 39055270 PMCID: PMC11269914 DOI: 10.1016/j.jacadv.2024.101074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 04/24/2024] [Indexed: 07/27/2024]
Abstract
Women are disproportionately affected by symptoms of angina with nonobstructive coronary arteries (ANOCA) which is associated with significant mortality and economic impact. Although distinct endotypes of ANOCA have been defined, it is underdiagnosed and is often incompletely characterized when identified. Patients are often unresponsive to traditional therapeutic options, which are typically antianginal, and the current ability to guide treatment modification by specific pathways is limited. Studies have associated specific genetic loci, transcriptomic features, and biomarkers with ANOCA. Such panomic data, in combination with known imaging and invasive diagnostic techniques, should be utilized to define more precise pathophysiologic subtypes of ANOCA in women, which will in turn help to identify targeted, effective therapies. A precision medicine-based approach to managing ANOCA incorporating these techniques in women has the potential to significantly improve their clinical care.
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Affiliation(s)
- Nisha Hosadurg
- Cardiovascular Division, Department of Medicine, University of Virginia Health, Charlottesville, Virginia, USA
| | - Kelsey Watts
- Center for Public Health Genomics, University of Virginia School of Medicine, Charlottesville, Virginia, USA
| | - Shuo Wang
- Cardiovascular Division, Department of Medicine, University of Virginia Health, Charlottesville, Virginia, USA
| | - Kelly E. Wingerter
- Cardiovascular Division, Department of Medicine, University of Virginia Health, Charlottesville, Virginia, USA
| | - Angela M. Taylor
- Cardiovascular Division, Department of Medicine, University of Virginia Health, Charlottesville, Virginia, USA
| | - Todd C. Villines
- Cardiovascular Division, Department of Medicine, University of Virginia Health, Charlottesville, Virginia, USA
| | - Amit R. Patel
- Cardiovascular Division, Department of Medicine, University of Virginia Health, Charlottesville, Virginia, USA
| | - Jamieson M. Bourque
- Cardiovascular Division, Department of Medicine, University of Virginia Health, Charlottesville, Virginia, USA
| | - Jonathan R. Lindner
- Cardiovascular Division, Department of Medicine, University of Virginia Health, Charlottesville, Virginia, USA
| | - Christopher M. Kramer
- Cardiovascular Division, Department of Medicine, University of Virginia Health, Charlottesville, Virginia, USA
- Department of Radiology and Medical Imaging, University of Virginia Health, Charlottesville, Virginia, USA
| | - Garima Sharma
- INOVA Heart and Vascular Institute, Fairfax, Virginia, USA
| | - Patricia F. Rodriguez Lozano
- Cardiovascular Division, Department of Medicine, University of Virginia Health, Charlottesville, Virginia, USA
- Department of Radiology and Medical Imaging, University of Virginia Health, Charlottesville, Virginia, USA
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3
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Stein AP, Harder J, Holmes HR, Merz CNB, Pepine CJ, Keeley EC. Single Nucleotide Polymorphisms in Coronary Microvascular Dysfunction. J Am Heart Assoc 2024; 13:e032137. [PMID: 38348798 PMCID: PMC11010085 DOI: 10.1161/jaha.123.032137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 01/09/2024] [Indexed: 02/21/2024]
Abstract
Coronary microvascular dysfunction is an underdiagnosed pathologic process that is associated with adverse clinical outcomes. There are data to suggest that coronary microvascular dysfunction, in some cases, may be genetically determined. We present an updated review of single nucleotide polymorphisms in coronary microvascular dysfunction.
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Affiliation(s)
| | | | | | - C. Noel Bairey Merz
- Barbra Streisand Women’s Heart CenterSmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCAUSA
| | - Carl J. Pepine
- Department of MedicineUniversity of FloridaGainesvilleFLUSA
- Division of Cardiovascular MedicineUniversity of FloridaGainesvilleFLUSA
| | - Ellen C. Keeley
- Department of MedicineUniversity of FloridaGainesvilleFLUSA
- Division of Cardiovascular MedicineUniversity of FloridaGainesvilleFLUSA
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Kononov SI, Azarova YE, Klyosova EY, Bykanova MA, Solodilova MA, Polonikov AV. The Protective Effect of Polymorphisms rs2681472 and rs17249754 of the ATP2B1 Gene Against Coronary Artery Disease and Hypertension is Abolished by Tobacco Smoking. KARDIOLOGIIA 2023; 63:45-50. [PMID: 37815139 DOI: 10.18087/cardio.2023.9.n2252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 09/16/2022] [Indexed: 10/11/2023]
Abstract
Aim To study the relationship of single nucleotide polymorphisms rs2681472 and rs17249754 in the ATP2B1 gene with risk of ischemic heart disease (IHD) and arterial hypertension (AH) among residents of Central Russia and to evaluate the trigger role of smoking as a risk factor for development of IHD and AH in carriers of ATP2B1 gene polymorphic variants.Material and methods The study included DNA samples from 1960 residents of Central Russia of Slavic origin. Among them, there were 1261 patients with cardiovascular diseases and 699 healthy persons. The vast majority of patients had both IHD and AH. Genotyping was performed using the iPLEX technique on a MassARRAY-4 genomic mass-spectrometer. The relationship of ATP2B1 alleles, genotypes, and haplotypes with the risk of diseases was calculated by logistic regression analysis with adjustments for sex and age.Results Carriage of AG and GG (rs2681472) genotypes and GA (rs17249754) genotype was associated with a reduced risk of both IHD (p=0.0057 and p=0.022 for rs2681472 and rs17249754, respectively) and AH (p=0.016 and p=0.036, respectively). Rare rs2681472G-rs17249754G and rs2681472A-rs17249754A haplotypes were associated with a reduced risk of IHD (odds ratio, OR, 0.22; 95 % CI: 0.11-0.46, p=0.0001) and AH (OR, 0.22; 95 % CI: 0.10-0.47, p=0.0001). Analysis of the groups stratified by the smoking status showed that in smokers, the studied polymorphic variants did not have a protective action with respect of either IHD or AH. However, in non-smokers, the genotypes AG and GG rs2681472 (OR, 0.62; 95 % CI: 0.47-0.80, p=0.0004) and GA rs17249754 (OR, 0.61; 95 % CI: 0.47-0.81, p=0.0004) were associated with a reduced risk of IHD and AH (OR, 0.63; 95 % CI: 0.48-0.83, p=0.0004 for rs2681472; OR, 0.63; 95 % CI: 0.48-0.83, p=0.001 for rs17249754), as well as the carriage of the minor alleles rs2681472‑G and rs17249754‑A.Conclusion It was shown for the first time that the polymorphic variants rs17249754 and rs2681472 of the ATP2B1 gene are associated with a reduced risk for IHD and AH only in non-smokers.
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Keller M, Yaskolka Meir A, Bernhart SH, Gepner Y, Shelef I, Schwarzfuchs D, Tsaban G, Zelicha H, Hopp L, Müller L, Rohde K, Böttcher Y, Stadler PF, Stumvoll M, Blüher M, Kovacs P, Shai I. DNA methylation signature in blood mirrors successful weight-loss during lifestyle interventions: the CENTRAL trial. Genome Med 2020; 12:97. [PMID: 33198820 PMCID: PMC7670623 DOI: 10.1186/s13073-020-00794-7] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 10/27/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND One of the major challenges in obesity treatment is to explain the high variability in the individual's response to specific dietary and physical activity interventions. With this study, we tested the hypothesis that specific DNA methylation changes reflect individual responsiveness to lifestyle intervention and may serve as epigenetic predictors for a successful weight-loss. METHODS We conducted an explorative genome-wide DNA methylation analysis in blood samples from 120 subjects (90% men, mean ± SD age = 49 ± 9 years, body mass-index (BMI) = 30.2 ± 3.3 kg/m2) from the 18-month CENTRAL randomized controlled trial who underwent either Mediterranean/low-carbohydrate or low-fat diet with or without physical activity. RESULTS Analyses comparing male subjects with the most prominent body weight-loss (responders, mean weight change - 16%) vs. non-responders (+ 2.4%) (N = 10 each) revealed significant variation in DNA methylation of several genes including LRRC27, CRISP2, and SLFN12 (all adj. P < 1 × 10-5). Gene ontology analysis indicated that biological processes such as cell adhesion and molecular functions such as calcium ion binding could have an important role in determining the success of interventional therapies in obesity. Epigenome-wide association for relative weight-loss (%) identified 15 CpGs being negatively correlated with weight change after intervention (all combined P < 1 × 10- 4) including new and also known obesity candidates such as NUDT3 and NCOR2. A baseline DNA methylation score better predicted successful weight-loss [area under the curve (AUC) receiver operating characteristic (ROC) = 0.95-1.0] than predictors such as age and BMI (AUC ROC = 0.56). CONCLUSIONS Body weight-loss following 18-month lifestyle intervention is associated with specific methylation signatures. Moreover, methylation differences in the identified genes could serve as prognostic biomarkers to predict a successful weight-loss therapy and thus contribute to advances in patient-tailored obesity treatment.
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Affiliation(s)
- Maria Keller
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, 04103, Leipzig, Germany
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, 04103, Leipzig, Germany
- IFB Adiposity Diseases, University of Leipzig, Liebigstrasse 19-21, 04103, Leipzig, Germany
| | - Anat Yaskolka Meir
- Faculty of Health Sciences, Ben-Gurion University of the Negev, P.O.Box 653, 84105, Beer Sheva, Israel
| | - Stephan H Bernhart
- Interdisciplinary Center for Bioinformatics, University of Leipzig, 04107, Leipzig, Germany
- Bioinformatics Group, Department of Computer Science, University of Leipzig, 04107, Leipzig, Germany
- Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, 04107, Leipzig, Germany
| | - Yftach Gepner
- Faculty of Health Sciences, Ben-Gurion University of the Negev, P.O.Box 653, 84105, Beer Sheva, Israel
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine and Sylvan Adams Sports Institute, Tel Aviv University, 6997801, Ramat Aviv, Israel
| | - Ilan Shelef
- Soroka University Medical Center, 84101, Beer-Sheva, Israel
| | - Dan Schwarzfuchs
- Soroka University Medical Center, 84101, Beer-Sheva, Israel
- Nuclear Research Center-Negev, 84190, Dimona, Israel
| | - Gal Tsaban
- Faculty of Health Sciences, Ben-Gurion University of the Negev, P.O.Box 653, 84105, Beer Sheva, Israel
| | - Hila Zelicha
- Faculty of Health Sciences, Ben-Gurion University of the Negev, P.O.Box 653, 84105, Beer Sheva, Israel
| | - Lydia Hopp
- Interdisciplinary Center for Bioinformatics, University of Leipzig, 04107, Leipzig, Germany
| | - Luise Müller
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, 04103, Leipzig, Germany
- IFB Adiposity Diseases, University of Leipzig, Liebigstrasse 19-21, 04103, Leipzig, Germany
| | - Kerstin Rohde
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, 04103, Leipzig, Germany
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, 04103, Leipzig, Germany
| | - Yvonne Böttcher
- IFB Adiposity Diseases, University of Leipzig, Liebigstrasse 19-21, 04103, Leipzig, Germany
- Department of Clinical Molecular Biology, Institute of Clinical Medicine, University of Oslo, 0316, Oslo, Norway
- Medical Division, Akershus University Hospital, 1478, Lørenskog, Norway
| | - Peter F Stadler
- Bioinformatics Group, Department of Computer Science, University of Leipzig, 04107, Leipzig, Germany
- Competence Center for Scalable Data Services and Solutions Dresden/Leipzig, German Centre for Integrative Biodiversity Research (iDiv), and Leipzig Research Center for Civilization Diseases, University of Leipzig, 04109, Leipzig, Germany
- Max Planck Institute for Mathematics in the Sciences, 04103, Leipzig, Germany
- Fraunhofer Institute for Cell Therapy and Immunology, 04103, Leipzig, Germany
- Department of Theoretical Chemistry, University of Vienna, 1090, Vienna, Austria
- Center for RNA in Technology and Health, University of Copenhagen, 1871, Frederiksberg, Denmark
- Santa Fe Institute, Santa Fe, NM, 87501, USA
| | - Michael Stumvoll
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, 04103, Leipzig, Germany
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, 04103, Leipzig, Germany
- IFB Adiposity Diseases, University of Leipzig, Liebigstrasse 19-21, 04103, Leipzig, Germany
- Deutsches Zentrum für Diabetesforschung, Helmholtz Zentrum München, Neuherberg, 85764, USA
| | - Matthias Blüher
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, 04103, Leipzig, Germany
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, 04103, Leipzig, Germany
| | - Peter Kovacs
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, 04103, Leipzig, Germany.
| | - Iris Shai
- Faculty of Health Sciences, Ben-Gurion University of the Negev, P.O.Box 653, 84105, Beer Sheva, Israel.
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Barsky L, Merz CNB, Wei J, Shufelt C, Handberg E, Pepine C, Rutledge T, Reis S, Doyle M, Rogers W, Shaw L, Sopko G. Even "WISE-R?"-an Update on the NHLBI-Sponsored Women's Ischemia Syndrome Evaluation. Curr Atheroscler Rep 2020; 22:35. [PMID: 32556630 PMCID: PMC7388776 DOI: 10.1007/s11883-020-00852-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
PURPOSE OF REVIEW For over 20 years, the Women's Ischemia Syndrome Evaluation (WISE), a program sponsored by the National Heart, Lung, and Blood Institute, has explored diverse and important aspects of ischemic heart disease in women. RECENT FINDINGS Women with symptoms and signs of ischemia but no significant epicardial obstructive coronary artery disease (INOCA) were documented to be at elevated risk for recurrent angina hospitalization, major adverse cardiac events, death, and health resource consumption rivaling those with obstructive coronary disease. WISE investigators have advanced our understanding of cardiovascular outcomes, systemic manifestations, psychological variables, socioeconomic factors, genetic contributions, hormonal status, advanced imaging, coronary functional findings, biomarkers, patient-reported outcomes, and treatments pertaining to women with this disease entity. This review delves into the WISE findings subsequent to a prior review1, postulates directions for future research, and asks are we "Even 'WISE-R?'".
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Affiliation(s)
- Lili Barsky
- Barbra Streisand Women's Heart Center, Cedars-Sinai Smidt Heart Institute, 127 S. San Vicente Blvd, Suite A3600, Los Angeles, CA, 90048, USA
| | - C Noel Bairey Merz
- Barbra Streisand Women's Heart Center, Cedars-Sinai Smidt Heart Institute, 127 S. San Vicente Blvd, Suite A3600, Los Angeles, CA, 90048, USA.
| | - Janet Wei
- Barbra Streisand Women's Heart Center, Cedars-Sinai Smidt Heart Institute, 127 S. San Vicente Blvd, Suite A3600, Los Angeles, CA, 90048, USA
| | - Chrisandra Shufelt
- Barbra Streisand Women's Heart Center, Cedars-Sinai Smidt Heart Institute, 127 S. San Vicente Blvd, Suite A3600, Los Angeles, CA, 90048, USA
| | - Eileen Handberg
- Division of Cardiology, Department of Medicine, University of Florida, Gainesville, FL, USA
| | - Carl Pepine
- Division of Cardiology, Department of Medicine, University of Florida, Gainesville, FL, USA
| | - Thomas Rutledge
- VA San Diego Healthcare System, San Diego, CA, USA
- University of California, San Diego, CA, USA
| | - Steven Reis
- Cardiovascular Institute, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Mark Doyle
- Division of Cardiology, Department of Medicine, Allegheny University of the Health Sciences, Pittsburgh, PA, USA
| | - William Rogers
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Leslee Shaw
- Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and New York-Presbyterian Hospital, New York, NY, USA
| | - George Sopko
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
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Sedlak T, Herscovici R, Cook‐Wiens G, Handberg E, Wei J, Shufelt C, Bittner V, Reis SE, Reichek N, Pepine C, Bairey Merz CN. Predicted Versus Observed Major Adverse Cardiac Event Risk in Women With Evidence of Ischemia and No Obstructive Coronary Artery Disease: A Report From WISE (Women's Ischemia Syndrome Evaluation). J Am Heart Assoc 2020; 9:e013234. [PMID: 32268814 PMCID: PMC7428651 DOI: 10.1161/jaha.119.013234] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 02/20/2020] [Indexed: 11/16/2022]
Abstract
Background Primary prevention risk scores are commonly used to predict cardiovascular (CVD) outcomes. The applicability of these scores in patients with evidence of myocardial ischemia but no obstructive coronary artery disease is unclear. Methods and Results Among 935 women with signs and symptoms of ischemia enrolled in WISE (Women's Ischemia Syndrome Evaluation), 567 had no obstructive coronary artery disease on angiography. Of these, 433 had had available risk data for 6 commonly used scores: Framingham Risk Score, Reynolds Risk Score, Adult Treatment Panel III, Atherosclerotic Cardiovascular Disease, Systematic Coronary Risk Evaluation, Cardiovascular Risk Score 2. Score-specific CVD rates were assessed. For each score, we evaluated predicted versus observed event rates at 10-year follow-up using c statistic. Recalibration was done for 3 of the 6 scores. The 433 women had a mean age of 56.9±9.4 years, 82.5% were white, 52.7% had hypertension, 43.6% had dyslipidemia, and 16.9% had diabetes mellitus. The observed 10-year score-specific CVD rates varied between 5.54% (Systematic Coronary Risk Evaluation) to 28.87% (Framingham Risk Score), whereas predicted event rates varied from 1.86% (Systematic Coronary Risk Evaluation) to 6.99% (Cardiovascular Risk Score 2). The majority of scores showed moderate discrimination (c statistic 0.53 for Atherosclerotic Cardiovascular Disease and Systematic Coronary Risk Evaluation; 0.78 for Framingham Risk Score) and underestimated risk (statistical discordance -58% for Adult Treatment Panel III; -84% for Atherosclerotic Cardiovascular Disease). Recalibrated Reynolds Risk Score, Atherosclerotic Cardiovascular Disease, and Framingham Risk Score had improved performance, but significant underestimation remained. Conclusions Commonly used CVD risk scores fail to accurately predict CVD rates in women with ischemia and no obstructive coronary artery disease. These results emphasize the need for new risk assessment scores to reliably assess this population.
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Affiliation(s)
- Tara Sedlak
- Vancouver General HospitalVancouverBritish ColumbiaCanada
| | - Romana Herscovici
- Barbra Streisand Women’s Heart CenterCedars‐Sinai Heart InstituteLos AngelesCA
| | - Galen Cook‐Wiens
- Barbra Streisand Women’s Heart CenterCedars‐Sinai Heart InstituteLos AngelesCA
| | | | - Janet Wei
- Barbra Streisand Women’s Heart CenterCedars‐Sinai Heart InstituteLos AngelesCA
| | - Chrisandra Shufelt
- Barbra Streisand Women’s Heart CenterCedars‐Sinai Heart InstituteLos AngelesCA
| | - Vera Bittner
- Division of Cardiovascular DiseaseUniversity of Alabama at BirminghamAL
| | | | | | | | - C. Noel Bairey Merz
- Barbra Streisand Women’s Heart CenterCedars‐Sinai Heart InstituteLos AngelesCA
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Guo B, Wu B. Powerful and efficient SNP-set association tests across multiple phenotypes using GWAS summary data. Bioinformatics 2020; 35:1366-1372. [PMID: 30239606 DOI: 10.1093/bioinformatics/bty811] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Revised: 08/29/2018] [Accepted: 09/18/2018] [Indexed: 01/09/2023] Open
Abstract
MOTIVATION Many GWAS conducted in the past decade have identified tens of thousands of disease related variants, which in total explained only part of the heritability for most traits. There remain many more genetics variants with small effect sizes to be discovered. This has motivated the development of sequencing studies with larger sample sizes and increased resolution of genotyped variants, e.g., the ongoing NHLBI Trans-Omics for Precision Medicine (TOPMed) whole genome sequencing project. An alternative approach is the development of novel and more powerful statistical methods. The current dominating approach in the field of GWAS analysis is the "single trait single variant" association test, despite the fact that most GWAS are conducted in deeply-phenotyped cohorts with many correlated traits measured. In this paper, we aim to develop rigorous methods that integrate multiple correlated traits and multiple variants to improve the power to detect novel variants. In recognition of the difficulty of accessing raw genotype and phenotype data due to privacy and logistic concerns, we develop methods that are applicable to publicly available GWAS summary data. RESULTS We build rigorous statistical models for GWAS summary statistics to motivate novel multi-trait SNP-set association tests, including variance component test, burden test and their adaptive test, and develop efficient numerical algorithms to quickly compute their analytical P-values. We implement the proposed methods in an open source R package. We conduct thorough simulation studies to verify the proposed methods rigorously control type I errors at the genome-wide significance level, and further demonstrate their utility via comprehensive analysis of GWAS summary data for multiple lipids traits and glycemic traits. We identified many novel loci that were not detected by the individual trait based GWAS analysis. AVAILABILITY AND IMPLEMENTATION We have implemented the proposed methods in an R package freely available at http://www.github.com/baolinwu/MSKAT. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Bin Guo
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Baolin Wu
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, USA
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Hegedűs L, Zámbó B, Pászty K, Padányi R, Varga K, Penniston JT, Enyedi Á. Molecular Diversity of Plasma Membrane Ca2+ Transporting ATPases: Their Function Under Normal and Pathological Conditions. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1131:93-129. [DOI: 10.1007/978-3-030-12457-1_5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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10
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Miller VM, Naftolin F, Asthana S, Black DM, Brinton EA, Budoff MJ, Cedars MI, Dowling NM, Gleason CE, Hodis HN, Jayachandran M, Kantarci K, Lobo RA, Manson JE, Pal L, Santoro NF, Taylor HS, Harman SM. The Kronos Early Estrogen Prevention Study (KEEPS): what have we learned? Menopause 2019; 26:1071-1084. [PMID: 31453973 PMCID: PMC6738629 DOI: 10.1097/gme.0000000000001326] [Citation(s) in RCA: 92] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 12/20/2018] [Accepted: 12/20/2018] [Indexed: 12/19/2022]
Abstract
OBJECTIVE The Kronos Early Estrogen Prevention Study (KEEPS) was designed to address gaps in understanding the effects of timely menopausal hormone treatments (HT) on cardiovascular health and other effects of menopause after the premature termination of the Women's Health Initiative. METHOD The KEEPS was a randomized, double-blinded, placebo-controlled trial to test the hypothesis that initiation of HT (oral conjugated equine estrogens [o-CEE] or transdermal 17β-estradiol [t-E2]) in healthy, recently postmenopausal women (n = 727) would slow the progression of atherosclerosis as measured by changes in carotid artery intima-media thickness (CIMT). RESULTS After 4 years, neither HT affected the rate of increase in CIMT. There was a trend for reduced accumulation of coronary artery calcium with o-CEE. There were no severe adverse effects, including venous thrombosis. Several ancillary studies demonstrated a positive effect on mood with o-CEE, and reduced hot flashes, improved sleep, and maintenance of bone mineral density with both treatments. Sexual function improved with t-E2. There were no significant effects of either treatment on cognition, breast pain, or skin wrinkling. Variants of genes associated with estrogen metabolism influenced the age of menopause and variability in effects of the HT on CIMT. Platelet activation associated with the development of white matter hyperintensities in the brain. CONCLUSIONS KEEPS and its ancillary studies have supported the value and safety of the use of HT in recently postmenopausal women and provide a perspective for future research to optimize HT and health of postmenopausal women. The KEEPS continuation study continues to pursue these issues.
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Affiliation(s)
- Virginia M. Miller
- Departments of Surgery and Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN
| | - Fredrick Naftolin
- Department of Obstetrics and Gynecology, New York University School of Medicine, New York, NY
| | - Sanjay Asthana
- Education and Clinical Center, William S. Middleton Memorial Veterans Hospital, University of Wisconsin School of Medicine and Public Health and the Geriatric Research, Madison, WI
| | - Dennis M. Black
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco, CA
| | | | - Matthew J. Budoff
- Department of Medicine, Los Angeles Biomedical Research Institute at Harbor-University of California Los Angeles, Torrance, CA
| | - Marcelle I. Cedars
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco, San Francisco, CA
| | - N. Maritza Dowling
- Departments of Acute and Chronic Care, Epidemiology and Biostatistics, George Washington University School of Nursing and Milken Institute School of Public Health, Washington, DC
| | - Carey E. Gleason
- Division of Geriatrics, Department of Medicine, University of Wisconsin School of Medicine and Public Health and the William S. Middleton Memorial VA, Geriatric Research, Education and Clinical Center, Madison, WI
| | - Howard N. Hodis
- Atherosclerosis Research Unit, University of Southern California, Los Angeles, CA
| | - Muthuvel Jayachandran
- Department of Physiology and Biomedical Engineering, Division of Nephrology and Hypertension, Division of Hematology Research, Mayo Clinic, Rochester, MN
| | | | - Rogerio A. Lobo
- Department of Obstetrics and Gynecology, Columbia University, New York, NY
| | - JoAnn E. Manson
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Lubna Pal
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT
| | - Nanette F. Santoro
- Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO
| | - Hugh S. Taylor
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT
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An D, Zhang J, Tang X, Gao P, Li Y, Wang Y, Zhu D. Association of ATP2B1 common variants with asymptomatic intracranial and extracranial large artery stenosis in hypertension patients. Clin Exp Hypertens 2018; 41:323-329. [PMID: 29902063 DOI: 10.1080/10641963.2018.1481421] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
BACKGROUND AND AIMS Genetic factors play an important role in the cervico-cerebral large-artery atherosclerotic stenosis (LAS), and ATP2B1 gene has been associated with the process of atherosclerosis disorders, such as coronary artery disease and arterial stiffness. But there is little information about the relationship between ATP2B1 gene and atherosclerosis in the intracranial arteries. We hereby investigated the association of common variants in ATP2B1 gene with LAS in asymptomatic Chinese hypertension patients. METHODS The stenosis of intracranial and extracranial arteries were evaluated in 899 subjects through computerized tomography angiography from the aortic arch to the skull base. A total of 11 ATP2B1 common variants were genotyped. Multivariate logistic regression was carried out in a dominant model with confounding factors adjusted. RESULTS rs17249754-A (OR = 0.43, p = 0.0002) and rs1401982-G (OR = 0.47, p = 0.0007) were associated with decreased susceptibility of concurrent extra and intracranial stenosis even after Bonferroni correction. These two minor alleles were also significantly associated with less stenotic arteries and moderate-to-severe stenosis. CONCLUSION rs17249754 and rs1401982 were associated with asymptomatic LAS in stroke-free Chinese hypertension patients and might benefit early recognition of LAS patients in clinical practice.
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Affiliation(s)
- Dewei An
- a Research Center for Hypertension Management and Prevention in Community, Shanghai Key Laboratory of Hypertension, State Key Laboratory of Medical Genomics, Shanghai Institute of Hypertension, Ruijin Hospital , Shanghai Jiao Tong University School of Medicine , Shanghai , China
| | - Jin Zhang
- a Research Center for Hypertension Management and Prevention in Community, Shanghai Key Laboratory of Hypertension, State Key Laboratory of Medical Genomics, Shanghai Institute of Hypertension, Ruijin Hospital , Shanghai Jiao Tong University School of Medicine , Shanghai , China
| | - Xiaofeng Tang
- a Research Center for Hypertension Management and Prevention in Community, Shanghai Key Laboratory of Hypertension, State Key Laboratory of Medical Genomics, Shanghai Institute of Hypertension, Ruijin Hospital , Shanghai Jiao Tong University School of Medicine , Shanghai , China
| | - Pingjin Gao
- a Research Center for Hypertension Management and Prevention in Community, Shanghai Key Laboratory of Hypertension, State Key Laboratory of Medical Genomics, Shanghai Institute of Hypertension, Ruijin Hospital , Shanghai Jiao Tong University School of Medicine , Shanghai , China
| | - Yan Li
- a Research Center for Hypertension Management and Prevention in Community, Shanghai Key Laboratory of Hypertension, State Key Laboratory of Medical Genomics, Shanghai Institute of Hypertension, Ruijin Hospital , Shanghai Jiao Tong University School of Medicine , Shanghai , China
| | - Yan Wang
- a Research Center for Hypertension Management and Prevention in Community, Shanghai Key Laboratory of Hypertension, State Key Laboratory of Medical Genomics, Shanghai Institute of Hypertension, Ruijin Hospital , Shanghai Jiao Tong University School of Medicine , Shanghai , China
| | - Dingliang Zhu
- a Research Center for Hypertension Management and Prevention in Community, Shanghai Key Laboratory of Hypertension, State Key Laboratory of Medical Genomics, Shanghai Institute of Hypertension, Ruijin Hospital , Shanghai Jiao Tong University School of Medicine , Shanghai , China
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12
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Identification of novel alleles associated with insulin resistance in childhood obesity using pooled-DNA genome-wide association study approach. Int J Obes (Lond) 2017; 42:686-695. [PMID: 29188820 PMCID: PMC5984073 DOI: 10.1038/ijo.2017.293] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2017] [Revised: 10/05/2017] [Accepted: 11/09/2017] [Indexed: 02/07/2023]
Abstract
Background: Recently, we witnessed great progress in the discovery of genetic variants associated with obesity and type 2 diabetes (T2D), especially in adults. Much less is known regarding genetic variants associated with insulin resistance (IR). We hypothesized that novel IR genes could be efficiently detected in a population of obese children and adolescents who may not exhibit comorbidities and other confounding factors. Objectives: This study aimed to determine whether a genome-wide association study (GWAS), using a DNA-pooling approach, could identify novel genes associated with IR. Subjects: The pooled-DNA GWAS analysis included Slovenian obese children and adolescents with and without IR matched for body mass index, gender and age. A replication study was conducted in another independent cohort with or without IR. Methods: For the pooled-DNA GWAS, we used HumanOmni5-Quad SNP array (Illumina). Allele frequency distributions were compared with modified t-tests and χ2-tests and ranked using PLINK. Top single nucleotide polymorphisms (SNPs) were validated using individual genotyping by high-resolution melting analysis and TaqMan assay. Results: We identified five top-ranking SNPs from the pooled-DNA GWAS analysis within the ECE1, IL1R2, GNPDA1, HLA-J and PYGB loci. All except SNP rs9261108 (HLA-J locus) were confirmed in the validation phase using individual genotyping. The SNP rs2258617 within PYGB remained statistically significant for both recessive and additive models in both cohorts and in a merged analysis of both cohorts and present the strongest novel candidate gene for IR. Conclusion: We report for the first time a pooled-DNA GWAS approach to identify five novel SNPs or genes for IR in a paediatric population. The four loci confirmed in the second validation phase study warrant further studies, especially the strongest SNP rs2258617 within PYGB, and provide targets for further basic research of IR mechanisms and for the development of potential new IR and T2D therapies.
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Stafford N, Wilson C, Oceandy D, Neyses L, Cartwright EJ. The Plasma Membrane Calcium ATPases and Their Role as Major New Players in Human Disease. Physiol Rev 2017; 97:1089-1125. [PMID: 28566538 DOI: 10.1152/physrev.00028.2016] [Citation(s) in RCA: 94] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Revised: 01/20/2017] [Accepted: 01/23/2017] [Indexed: 02/07/2023] Open
Abstract
The Ca2+ extrusion function of the four mammalian isoforms of the plasma membrane calcium ATPases (PMCAs) is well established. There is also ever-increasing detail known of their roles in global and local Ca2+ homeostasis and intracellular Ca2+ signaling in a wide variety of cell types and tissues. It is becoming clear that the spatiotemporal patterns of expression of the PMCAs and the fact that their abundances and relative expression levels vary from cell type to cell type both reflect and impact on their specific functions in these cells. Over recent years it has become increasingly apparent that these genes have potentially significant roles in human health and disease, with PMCAs1-4 being associated with cardiovascular diseases, deafness, autism, ataxia, adenoma, and malarial resistance. This review will bring together evidence of the variety of tissue-specific functions of PMCAs and will highlight the roles these genes play in regulating normal physiological functions and the considerable impact the genes have on human disease.
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Affiliation(s)
- Nicholas Stafford
- Division of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
| | - Claire Wilson
- Division of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
| | - Delvac Oceandy
- Division of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
| | - Ludwig Neyses
- Division of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
| | - Elizabeth J Cartwright
- Division of Cardiovascular Sciences, University of Manchester, Manchester, United Kingdom
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14
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Abstract
PURPOSE OF REVIEW This review provides a brief synopsis of sexual dimorphism in atherosclerosis with an emphasis on genetic studies aimed to better understand the atherosclerotic process and clinical outcomes in women. Such studies are warranted because development of atherosclerosis, impact of several traditional risk factors, and burden of coronary heart disease (CHD) differ between women and men. RECENT FINDINGS While most candidate gene studies pool women and men and adjust for sex, some sex-specific studies provide evidence of association between candidate genes and prevalent and incident CHD in women. So far, most genome-wide association studies (GWAS) also failed to consider sex-specific associations. The few GWAS focused on women tended to have small sample sizes and insufficient power to reject the null hypothesis of no association even if associations exist. Few studies consider that sex can modify the effect of gene variants on CHD. Sufficiently large-scale genetic studies in women of different race/ethnic groups, taking into account possible gene-gene and gene-environment interactions as well as hormone-mediated epigenetic mechanisms, are needed. Using the same disease definition for women and men might not be appropriate. Accurate phenotyping and inclusion of relevant outcomes in women, together with targeting the entire spectrum of atherosclerosis, could help address the contribution of genes to sexual dimorphism in atherosclerosis. Discovered genetic loci should be taken forward for replication and functional studies to elucidate the plausible underlying biological mechanisms. A better understanding of the etiology of atherosclerosis in women would facilitate future prevention efforts and interventions.
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Affiliation(s)
- Maryam Kavousi
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands.
| | - Lawrence F Bielak
- Department of Epidemiology, School of Public Health, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109-2029, USA
| | - Patricia A Peyser
- Department of Epidemiology, School of Public Health, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109-2029, USA
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