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Butnariu LI, Gorduza EV, Țarcă E, Pânzaru MC, Popa S, Stoleriu S, Lupu VV, Lupu A, Cojocaru E, Trandafir LM, Moisă ȘM, Florea A, Stătescu L, Bădescu MC. Current Data and New Insights into the Genetic Factors of Atherogenic Dyslipidemia Associated with Metabolic Syndrome. Diagnostics (Basel) 2023; 13:2348. [PMID: 37510094 PMCID: PMC10378477 DOI: 10.3390/diagnostics13142348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 07/06/2023] [Accepted: 07/10/2023] [Indexed: 07/30/2023] Open
Abstract
Atherogenic dyslipidemia plays a critical role in the development of metabolic syndrome (MetS), being one of its major components, along with central obesity, insulin resistance, and hypertension. In recent years, the development of molecular genetics techniques and extended analysis at the genome or exome level has led to important progress in the identification of genetic factors (heritability) involved in lipid metabolism disorders associated with MetS. In this review, we have proposed to present the current knowledge related to the genetic etiology of atherogenic dyslipidemia, but also possible challenges for future studies. Data from the literature provided by candidate gene-based association studies or extended studies, such as genome-wide association studies (GWAS) and whole exome sequencing (WES,) have revealed that atherogenic dyslipidemia presents a marked genetic heterogeneity (monogenic or complex, multifactorial). Despite sustained efforts, many of the genetic factors still remain unidentified (missing heritability). In the future, the identification of new genes and the molecular mechanisms by which they intervene in lipid disorders will allow the development of innovative therapies that act on specific targets. In addition, the use of polygenic risk scores (PRS) or specific biomarkers to identify individuals at increased risk of atherogenic dyslipidemia and/or other components of MetS will allow effective preventive measures and personalized therapy.
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Affiliation(s)
- Lăcramioara Ionela Butnariu
- Department of Medical Genetics, Faculty of Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Eusebiu Vlad Gorduza
- Department of Medical Genetics, Faculty of Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Elena Țarcă
- Department of Surgery II-Pediatric Surgery, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Monica-Cristina Pânzaru
- Department of Medical Genetics, Faculty of Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Setalia Popa
- Department of Medical Genetics, Faculty of Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Simona Stoleriu
- Odontology-Periodontology, Fixed Prosthesis Department, Faculty of Dental Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Vasile Valeriu Lupu
- Department of Pediatrics, Faculty of Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Ancuta Lupu
- Department of Pediatrics, Faculty of Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Elena Cojocaru
- Department of Morphofunctional Sciences I, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Laura Mihaela Trandafir
- Department of Pediatrics, Faculty of Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Ștefana Maria Moisă
- Department of Pediatrics, Faculty of Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Andreea Florea
- Department of Medical Genetics, Faculty of Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Laura Stătescu
- Medical III Department, Faculty of Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Minerva Codruța Bădescu
- III Internal Medicine Clinic, "St. Spiridon" County Emergency Clinical Hospital, 1 Independence Boulevard, 700111 Iasi, Romania
- Department of Internal Medicine, "Grigore T. Popa" University of Medicine and Pharmacy, 700115 Iasi, Romania
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Gorshkova IN, Meyers NL, Herscovitz H, Mei X, Atkinson D. Human apoA-I[Lys107del] mutation affects lipid surface behavior of apoA-I and its ability to form large nascent HDL. J Lipid Res 2022; 64:100319. [PMID: 36525992 PMCID: PMC9926306 DOI: 10.1016/j.jlr.2022.100319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 11/18/2022] [Accepted: 12/05/2022] [Indexed: 12/15/2022] Open
Abstract
Population studies have found that a natural human apoA-I variant, apoA-I[K107del], is strongly associated with low HDL-C but normal plasma apoA-I levels. We aimed to reveal properties of this variant that contribute to its unusual phenotype associated with atherosclerosis. Our oil-drop tensiometry studies revealed that compared to WT, recombinant apoA-I[K107del] adsorbed to surfaces of POPC-coated triolein drops at faster rates, remodeled the surfaces to a greater extent, and was ejected from the surfaces at higher surface pressures on compression of the lipid drops. These properties may drive increased binding of apoA-I[K107del] to and its better retention on large triglyceride-rich lipoproteins, thereby increasing the variant's content on these lipoproteins. While K107del did not affect apoA-I capacity to promote ABCA1-mediated cholesterol efflux from J774 cells, it impaired the biogenesis of large nascent HDL particles resulting in the formation of predominantly smaller nascent HDL. Size-exclusion chromatography of spontaneously reconstituted 1,2-dimyristoylphosphatidylcholine-apoA-I complexes showed that apoA-I[K107del] had a hampered ability to form larger complexes but formed efficiently smaller-sized complexes. CD analysis revealed a reduced ability of apoA-I[K107del] to increase α-helical structure on binding to 1,2-dimyristoylphosphatidylcholine or in the presence of trifluoroethanol. This property may hinder the formation of large apoA-I[K107del]-containing discoidal and spherical HDL but not smaller HDL. Both factors, the increased content of apoA-I[K107del] on triglyceride-rich lipoproteins and the impaired ability of the variant to stabilize large HDL particles resulting in reduced lipid:protein ratios in HDL, may contribute to normal plasma apoA-I levels along with low HDL-C and increased risk for CVD.
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Wilkins JT, Rohatgi A. Resolution of apolipoprotein A1 and A2 proteoforms: their cardiometabolic correlates and implications for future research. Curr Opin Lipidol 2022; 33:264-269. [PMID: 36082946 PMCID: PMC10903106 DOI: 10.1097/mol.0000000000000840] [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] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW A 'proteoform' is defined as one specific protein structural form that results from the combination of allelic variation, alternative RNA splicing, and/or posttranslational modifications (PTMs) in specific locations on the amino acid backbone. Apolipoproteins A1 and A2 are highly abundant apolipoproteins that mediate HDL structure and function. ApoA1 and apoA2 are known to undergo PTMs, which results in multiple proteoforms. However, the catalogue of apoA1 and apoA2 proteoforms as well as their associations with cardiometabolic health characteristics has not been described until recently. In this brief review, we discuss recent efforts to catalogue the spectrum of apoA1 and apoA2 proteoforms, to understand the relationships between the relative abundance of these proteoforms with cardiometabolic phenotypic characteristics, and we will discuss the implications of these findings to future research. RECENT FINDINGS A broad spectrum of apoA1 and apoA2 proteoforms has been characterized. Although, the types of apoA1 and A2 proteoforms are consistent across individuals, the relative abundances of proteoforms can vary substantially between individuals. Proteoform-specific associations with cardiometabolic characteristics in humans, independent of absolute apolipoprotein abundance, have been described. These recent findings suggest multiple levels of protein structural variation that arise from known and unknown metabolic pathways may be important markers or mediators of cardiometabolic health. SUMMARY Understanding the associations between apolipoprotein proteoforms and phenotype may lead to enhanced understanding of how apolipoproteins mediate lipid metabolism and affect atherosclerotic cardiovascular disease (ASCVD) risk, which may lead to discovery of novel markers of risk and/or key mechanistic insights that may drive further druggable targets for modifying lipid metabolism and reducing ASCVD risk.
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Affiliation(s)
- John T Wilkins
- Division of Cardiology, Department of Medicine
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Anand Rohatgi
- Division of Cardiology, Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA
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Butnariu LI, Florea L, Badescu MC, Țarcă E, Costache II, Gorduza EV. Etiologic Puzzle of Coronary Artery Disease: How Important Is Genetic Component? LIFE (BASEL, SWITZERLAND) 2022; 12:life12060865. [PMID: 35743896 PMCID: PMC9225091 DOI: 10.3390/life12060865] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 06/05/2022] [Accepted: 06/08/2022] [Indexed: 12/11/2022]
Abstract
In the modern era, coronary artery disease (CAD) has become the most common form of heart disease and, due to the severity of its clinical manifestations and its acute complications, is a major cause of morbidity and mortality worldwide. The phenotypic variability of CAD is correlated with the complex etiology, multifactorial (caused by the interaction of genetic and environmental factors) but also monogenic. The purpose of this review is to present the genetic factors involved in the etiology of CAD and their relationship to the pathogenic mechanisms of the disease. Method: we analyzed data from the literature, starting with candidate gene-based association studies, then continuing with extensive association studies such as Genome-Wide Association Studies (GWAS) and Whole Exome Sequencing (WES). The results of these studies revealed that the number of genetic factors involved in CAD etiology is impressive. The identification of new genetic factors through GWASs offers new perspectives on understanding the complex pathophysiological mechanisms that determine CAD. In conclusion, deciphering the genetic architecture of CAD by extended genomic analysis (GWAS/WES) will establish new therapeutic targets and lead to the development of new treatments. The identification of individuals at high risk for CAD using polygenic risk scores (PRS) will allow early prophylactic measures and personalized therapy to improve their prognosis.
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Affiliation(s)
- Lăcrămioara Ionela Butnariu
- Department of Medical Genetics, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania; (L.I.B.); (E.V.G.)
| | - Laura Florea
- Department of Nefrology—Internal Medicine, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania;
| | - Minerva Codruta Badescu
- Department of Internal Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 16 University Street, 700115 Iași, Romania
- III Internal Medicine Clinic, “St. Spiridon” County Emergency Clinical Hospital, 1 Independence Boulevard, 700111 Iași, Romania
- Correspondence: (M.C.B.); (E.Ț.)
| | - Elena Țarcă
- Department of Surgery II—Pediatric Surgery, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania
- Correspondence: (M.C.B.); (E.Ț.)
| | - Irina-Iuliana Costache
- Department of Internal Medicine (Cardiology), “Grigore T. Popa” University of Medicine and Pharmacy, 16 University Street, 700115 Iași, Romania;
| | - Eusebiu Vlad Gorduza
- Department of Medical Genetics, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania; (L.I.B.); (E.V.G.)
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Nordestgaard LT, Christoffersen M, Lauridsen BK, Afzal S, Nordestgaard BG, Frikke-Schmidt R, Tybjærg-Hansen A. Long-term Benefits and Harms Associated With Genetic Cholesteryl Ester Transfer Protein Deficiency in the General Population. JAMA Cardiol 2022; 7:55-64. [PMID: 34613338 PMCID: PMC8495609 DOI: 10.1001/jamacardio.2021.3728] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Importance The balance between the potential long-term clinical benefits and harms associated with genetic cholesteryl ester transfer protein (CETP) deficiency, mimicking pharmacologic CETP inhibition, is unknown. Objective To assess the relative benefits and harms associated with genetic CETP deficiency. Design, Setting, and Participants This study examined 2 similar prospective cohorts of the Danish general population, with data on a total of 102 607 participants collected from October 10, 1991, through December 7, 2018. Exposures Weighted CETP allele scores. Main Outcomes and Measures Incident cardiovascular mortality, ischemic heart disease, myocardial infarction, ischemic stroke, peripheral arterial disease, vascular dementia, Alzheimer disease, all-cause mortality, and age-related macular degeneration (AMD). The study first tested whether a CETP allele score was associated with morbidity and mortality, when scaled to genetically lower levels of non-high-density lipoprotein (HDL) cholesterol (ie, 17 mg/dL), corresponding to the reduction observed for anacetrapib vs placebo in the Randomized Evaluation of the Effects of Anacetrapib Through Lipid-Modification (REVEAL) trial. Second, the study assessed how much of the change in morbidity and mortality was associated with genetically lower levels of non-HDL cholesterol. Finally, the balance between the potential long-term clinical benefits and harms associated with genetic CETP deficiency was quantified. For AMD, the analyses also included higher levels of HDL cholesterol associated with genetic CETP deficiency. Results Of 102 607 individuals in the study, 56 559 (55%) were women (median age, 58 years [IQR, 47-67 years]). Multivariable adjusted hazard ratios showed that a genetically lower level of non-HDL cholesterol (ie, 17 mg/dL) was associated with a lower risk of cardiovascular mortality (hazard ratio [HR], 0.77 [95% CI, 0.62-0.95]), ischemic heart disease (HR, 0.80 [95% CI, 0.68-0.95]), myocardial infarction (HR, 0.72 [95% CI, 0.55-0.93]), peripheral arterial disease (HR, 0.80 [95% CI, 0.63-1.02]), and vascular dementia (HR, 0.38 [95% CI, 0.18-0.80]) and an increased risk of AMD (HR, 2.33 [95% CI, 1.63-3.30]) but was not associated with all-cause mortality (HR, 0.91 [95% CI, 0.81-1.02]), ischemic stroke (HR, 1.05 [95% CI, 0.81-1.36]), or Alzheimer disease (HR, 1.25 [95% CI, 0.89-1.76]). When scaled to a higher level of HDL cholesterol, the increased risk of AMD was even larger. A considerable fraction of the lower risk of cardiovascular end points was associated with genetically lower levels of non-HDL cholesterol, while the higher risk of AMD was associated with genetically higher levels of HDL cholesterol. Per 1 million person-years, the projected 1916 more AMD events associated with genetically higher levels of HDL cholesterol was similar to the 1962 fewer events of cardiovascular mortality and myocardial infarction combined associated with genetically lower levels of non-HDL cholesterol. Conclusions and Relevance This study suggests that genetic CETP deficiency, mimicking pharmacologic CETP inhibition, was associated with a lower risk of cardiovascular morbidity and mortality, but with a markedly higher risk of AMD.
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Affiliation(s)
- Liv Tybjærg Nordestgaard
- Department of Clinical Biochemistry, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Mette Christoffersen
- Department of Clinical Biochemistry, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Bo Kobberø Lauridsen
- Department of Clinical Biochemistry, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.,Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Shoaib Afzal
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark.,The Copenhagen General Population Study, Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Børge Grønne Nordestgaard
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark.,The Copenhagen General Population Study, Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark.,The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Ruth Frikke-Schmidt
- Department of Clinical Biochemistry, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,The Copenhagen General Population Study, Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Anne Tybjærg-Hansen
- Department of Clinical Biochemistry, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,The Copenhagen General Population Study, Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark.,The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Copenhagen University Hospital, Copenhagen, Denmark
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6
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Kardassis D, Thymiakou E, Chroni A. Genetics and regulation of HDL metabolism. Biochim Biophys Acta Mol Cell Biol Lipids 2021; 1867:159060. [PMID: 34624513 DOI: 10.1016/j.bbalip.2021.159060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 09/06/2021] [Accepted: 09/09/2021] [Indexed: 02/07/2023]
Abstract
The inverse association between plasma HDL cholesterol (HDL-C) levels and risk for cardiovascular disease (CVD) has been demonstrated by numerous epidemiological studies. However, efforts to reduce CVD risk by pharmaceutically manipulating HDL-C levels failed and refused the HDL hypothesis. HDL-C levels in the general population are highly heterogeneous and are determined by a combination of genetic and environmental factors. Insights into the causes of HDL-C heterogeneity came from the study of monogenic HDL deficiency syndromes but also from genome wide association and Μendelian randomization studies which revealed the contribution of a large number of loci to low or high HDL-C cases in the general or in restricted ethnic populations. Furthermore, HDL-C levels in the plasma are under the control of transcription factor families acting primarily in the liver including members of the hormone nuclear receptors (PPARs, LXRs, HNF-4) and forkhead box proteins (FOXO1-4) and activating transcription factors (ATFs). The effects of certain lipid lowering drugs used today are based on the modulation of the activity of specific members of these transcription factors. During the past decade, the roles of small or long non-coding RNAs acting post-transcriptionally on the expression of HDL genes have emerged and provided novel insights into HDL regulation and new opportunities for therapeutic interventions. In the present review we summarize recent progress made in the genetics and the regulation (transcriptional and post-transcriptional) of HDL metabolism.
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Affiliation(s)
- Dimitris Kardassis
- Laboratory of Biochemistry, Department of Basic Sciences, University of Crete Medical School and Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology of Hellas, Heraklion, Greece.
| | - Efstathia Thymiakou
- Laboratory of Biochemistry, Department of Basic Sciences, University of Crete Medical School and Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology of Hellas, Heraklion, Greece
| | - Angeliki Chroni
- Institute of Biosciences and Applications, National Center for Scientific Research "Demokritos", Agia Paraskevi, Athens, Greece
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Wilkins JT, Seckler HS, Rink J, Compton PD, Fornelli L, Thaxton CS, LeDuc R, Jacobs D, Doubleday PF, Sniderman A, Lloyd-Jones DM, Kelleher NL. Spectrum of Apolipoprotein AI and Apolipoprotein AII Proteoforms and Their Associations With Indices of Cardiometabolic Health: The CARDIA Study. J Am Heart Assoc 2021; 10:e019890. [PMID: 34472376 PMCID: PMC8649248 DOI: 10.1161/jaha.120.019890] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Background ApoAI (apolipoproteins AI) and apoAII (apolipoprotein AII) are structural and functional proteins of high‐density lipoproteins (HDL) which undergo post‐translational modifications at specific residues, creating distinct proteoforms. While specific post‐translational modifications have been reported to alter apolipoprotein function, the full spectrum of apoAI and apoAII proteoforms and their associations with cardiometabolic phenotype remains unknown. Herein, we comprehensively characterize apoAI and apoAII proteoforms detectable in serum and their post‐translational modifications and quantify their associations with cardiometabolic health indices. Methods and Results Using top‐down proteomics (mass‐spectrometric analysis of intact proteins), we analyzed paired serum samples from 150 CARDIA (Coronary Artery Risk Development in Young Adults) study participants from year 20 and 25 exams. Measuring 15 apoAI and 9 apoAII proteoforms, 6 of which carried novel post‐translational modifications, we quantified associations between percent proteoform abundance and key cardiometabolic indices. Canonical (unmodified) apoAI had inverse associations with HDL cholesterol and HDL‐cholesterol efflux, and positive associations with obesity indices (body mass index, waist circumference), and triglycerides, whereas glycated apoAI showed positive associations with serum glucose and diabetes mellitus. Fatty‐acid‒modified ApoAI proteoforms had positive associations with HDL cholesterol and efflux, and inverse associations with obesity indices and triglycerides. Truncated and dimerized proteoforms of apoAII were associated with HDL cholesterol (positively) and obesity indices (inversely). Several proteoforms had no significant associations with phenotype. Conclusions Associations between apoAI and AII and cardiometabolic indices are proteoform‐specific. These results provide “proof‐of‐concept” that precise chemical characterization of human apolipoproteins will yield improved insights into the complex pathways through which proteins signify and mediate health and disease.
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Affiliation(s)
- John T Wilkins
- Department of Medicine (Cardiology) and Department of Preventive Medicine Northwestern University Chicago IL
| | - Henrique S Seckler
- Department of Chemistry Chemistry of Life Processes Institute and Proteomics Center of Excellence Northwestern University Evanston IL
| | - Jonathan Rink
- Department of Medicine (Urology) Northwestern University Chicago IL
| | - Philip D Compton
- Department of Chemistry Chemistry of Life Processes Institute and Proteomics Center of Excellence Northwestern University Evanston IL
| | - Luca Fornelli
- Department of Molecular Biology University of Oklahoma Norman OK
| | - C Shad Thaxton
- Department of Medicine (Urology) Northwestern University Chicago IL
| | - Rich LeDuc
- Department of Chemistry Chemistry of Life Processes Institute and Proteomics Center of Excellence Northwestern University Evanston IL
| | - David Jacobs
- Division of Epidemiology and Community Health School of Public Health University of Minnesota Minneapolis MN
| | - Peter F Doubleday
- Department of Chemistry Chemistry of Life Processes Institute and Proteomics Center of Excellence Northwestern University Evanston IL
| | - Allan Sniderman
- Mike and Valeria Rosenbloom Centre for Cardiovascular Prevention Department of Medicine McGill University Health Centre Montreal Quebec Canada
| | - Donald M Lloyd-Jones
- Department of Medicine (Cardiology) and Department of Preventive Medicine Northwestern University Chicago IL
| | - Neil L Kelleher
- Department of Chemistry Chemistry of Life Processes Institute and Proteomics Center of Excellence Northwestern University Evanston IL
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Schoch L, Badimon L, Vilahur G. Unraveling the Complexity of HDL Remodeling: On the Hunt to Restore HDL Quality. Biomedicines 2021; 9:805. [PMID: 34356869 PMCID: PMC8301317 DOI: 10.3390/biomedicines9070805] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 07/08/2021] [Accepted: 07/09/2021] [Indexed: 12/26/2022] Open
Abstract
Increasing evidence has cast doubt over the HDL-cholesterol hypothesis. The complexity of the HDL particle and its proven susceptibility to remodel has paved the way for intense molecular investigation. This state-of-the-art review discusses the molecular changes in HDL particles that help to explain the failure of large clinical trials intending to interfere with HDL metabolism, and details the chemical modifications and compositional changes in HDL-forming components, as well as miRNA cargo, that render HDL particles ineffective. Finally, the paper discusses the challenges that need to be overcome to shed a light of hope on HDL-targeted approaches.
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Affiliation(s)
- Leonie Schoch
- Cardiovascular Program, Institut de Recerca, Hospital Santa Creu i Sant Pau, 08025 Barcelona, Spain; (L.S.); (L.B.)
- Faculty of Medicine, University of Barcelona (UB), 08036 Barcelona, Spain
| | - Lina Badimon
- Cardiovascular Program, Institut de Recerca, Hospital Santa Creu i Sant Pau, 08025 Barcelona, Spain; (L.S.); (L.B.)
- CiberCV, 08025 Barcelona, Spain
- Cardiovascular Research Chair, UAB, 08025 Barcelona, Spain
| | - Gemma Vilahur
- Cardiovascular Program, Institut de Recerca, Hospital Santa Creu i Sant Pau, 08025 Barcelona, Spain; (L.S.); (L.B.)
- CiberCV, 08025 Barcelona, Spain
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Thewjitcharoen Y, Wanothayaroj E, Krittiyawong S, Nakasatien S, Tsoi TF, Lim CKP, Chan JCN, Himathongkam T. Phenotypic and Genetic Heterogeneity in a Thai Glucokinase MODY Family Reveals the Complexity of Young-Onset Diabetes. Front Endocrinol (Lausanne) 2021; 12:690343. [PMID: 34630320 PMCID: PMC8498575 DOI: 10.3389/fendo.2021.690343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 08/19/2021] [Indexed: 11/13/2022] Open
Abstract
Glucokinase-Maturity-Onset Diabetes of the Young (GCK-MODY) is characterized by asymptomatic, non-progressive and fasting hyperglycemia, albeit not without phenotypic variability. We used next generation sequencing (NGS) to screen for 34 MODY genes in a non-obese person with familial young-onset diabetes followed by screening in 24 family members within three generations with varying presentations of young-onset diabetes and sensorineural hearing loss. The index patient was found to carry a paternally-inherited heterozygous missense variant (c.716 A>G) of GCK in exon 7 with amino acid change (Q239R). This variant was associated with phenotypic heterogeneity ranging from normal glucose tolerance to diabetes with complications amongst the siblings which might be modified by obesity and chronic hepatitis B infection. Two paternally-inherited variants of SLC29A3 encoding a nucleoside transporter protein and Apo-A1 genes also co-segregated with glucose and lipid traits. Co-occurrence of diabetes and deafness in maternal aunts led to discovery of WFS1 (Wolfram syndrome type 1) as a cause of non-syndromic deafness in multiple members of the maternal pedigree. Our findings highlight the complex causes of familial young-onset diabetes and the need of a multidisciplinary approach to interpret the clinical relevance of discoveries made by NGS in this era of genomic medicine.
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Affiliation(s)
- Yotsapon Thewjitcharoen
- Diabetes and Thyroid Center, Theptarin Hospital, Bangkok, Thailand
- *Correspondence: Yotsapon Thewjitcharoen,
| | | | | | | | - Tsz Fung Tsoi
- Department of Medicine and Therapeutics, Hong Kong Institute of Diabetes and Obesity and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, SAR China
| | - Cadmon K. P. Lim
- Department of Medicine and Therapeutics, Hong Kong Institute of Diabetes and Obesity and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, SAR China
| | - Juliana C. N. Chan
- Department of Medicine and Therapeutics, Hong Kong Institute of Diabetes and Obesity and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, SAR China
- Asia Diabetes Foundation, Shatin, Hong Kong, SAR China
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10
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Shou W, Zhang C, Shi J, Wu H, Huang W. Fine genetic mapping of the chromosome 11q23.3 region in a Han Chinese population: insights into the apolipoprotein genes underlying the blood lipid-lipoprotein variances. J Genet Genomics 2020; 47:756-769. [PMID: 33753020 DOI: 10.1016/j.jgg.2020.11.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 11/09/2020] [Accepted: 11/20/2020] [Indexed: 12/01/2022]
Abstract
The unusual chromosome 11q23.3 harboring the apolipoprotein (APO) gene cluster has been well documented for its essential roles in plasma lipid-related traits and atherosclerotic cardiovascular diseases. However, its genetic architecture and the potential biological mechanisms underlying complex phenotypes have not been well assessed. We conducted a study for this target region in a Han Chinese population through a stepwise forward framework based on massive parallel sequencing, association analyses, genetic fine mapping, and functional interpretation. The present study identified new meaningful genetic associations that were not simply determined by statistical significance. In addition to the APOA5 gene, we found robust evidence of the genetic commitments of APOC3 and APOA1 to blood lipids. Several variants with high confidence were prioritized along with the potential biological mechanism interpretations in the wake of adaptive fine-mapping analyses. rs2849174 in the APOC3 enhancer was discovered with an unrivaled posterior probability of causality for triglyceride levels and could mediate APOC3 expression through enhancer activity modulated by a combination of histone modifications and transcription factor accessibility. Similarly, multiple lines of evidence converged in favor of rs3741297 as a causal variant influencing high-density lipoprotein cholesterol. Our findings provided novel insights into this genomic locus in the Chinese population.
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Affiliation(s)
- Weihua Shou
- Department of Genetics, Shanghai-MOST Key Laboratory of Health and Disease Genomics, Chinese National Human Genome Center at Shanghai and Shanghai Academy of Science and Technology, Shanghai 200025, China.
| | - Chenhui Zhang
- Department of Genetics, Shanghai-MOST Key Laboratory of Health and Disease Genomics, Chinese National Human Genome Center at Shanghai and Shanghai Academy of Science and Technology, Shanghai 200025, China
| | - Jinxiu Shi
- Department of Genetics, Shanghai-MOST Key Laboratory of Health and Disease Genomics, Chinese National Human Genome Center at Shanghai and Shanghai Academy of Science and Technology, Shanghai 200025, China
| | - Hong Wu
- Department of Cardiology, Changhai Hospital, The Second Military Medical University, Shanghai 200433, China
| | - Wei Huang
- Department of Genetics, Shanghai-MOST Key Laboratory of Health and Disease Genomics, Chinese National Human Genome Center at Shanghai and Shanghai Academy of Science and Technology, Shanghai 200025, China.
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11
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Colombat M, Aldigier JC, Rothschild PR, Javaugue V, Desport E, Frouget T, Goujon JM, Rioux-Leclercq N, Quellard N, Rerolle JP, Paraf F, Beugnet C, Tiple A, Durrbach A, Samuel D, Brézin A, Bridoux F, Valleix S. New clinical forms of hereditary apoA-I amyloidosis entail both glomerular and retinal amyloidosis. Kidney Int 2020; 98:195-208. [PMID: 32571483 DOI: 10.1016/j.kint.2020.03.033] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 03/01/2020] [Accepted: 03/16/2020] [Indexed: 12/19/2022]
Abstract
Apolipoprotein A1 amyloidosis (ApoAI) results from specific mutations in the APOA1 gene causing abnormal accumulation of amyloid fibrils in diverse tissues. The kidney is a prominent target tissue in ApoAI amyloidosis with a remarkable selectivity for the renal medulla. Here, we investigated six French families with ApoAI Glu34Lys, p.His179Profs∗47, and a novel p.Thr185Alafs∗41 variant revealing unprecedented clinical association of a glomerular with a retinal disease. Comprehensive clinicopathological, molecular and proteomics studies of numerous affected tissues ensured the correlation between clinical manifestations, including novel unrecognized phenotypes, and apoA-I amyloid deposition. These ophthalmic manifestations stemmed from apoA-I amyloid deposition, highlighting that the retina is a previously unrecognized tissue affected by ApoAI amyloidosis. Our study provides the first molecular evidence that a significant fraction of ApoAI amyloidosis cases with no family history result from spontaneous neomutations rather than variable disease penetrance. Finally, successful hepatorenal transplantation resulted in a life- and vision-saving measure for a 32-year-old man with a hitherto unreported severe ApoAI amyloidosis caused by the very rare Glu34Lys variant. Our findings reveal new modes of occurrence and expand the clinical spectrum of ApoAI amyloidosis. The awareness of glomerular and ocular manifestations in ApoAI amyloidosis should enable earlier diagnosis and avoid misdiagnosis with other forms of renal amyloidosis. Thus, documented apoA-I amyloid deposition in the retina offers new biological information about this disease and may change organ transplantation practice to reduce retinal damage in patients with ApoAI amyloidosis.
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Affiliation(s)
- Magali Colombat
- Service d'Anatomopathologie, Institut Universitaire du Cancer Toulouse Oncopole, Centre Hospitalo-Universitaire Toulouse, Toulouse, France
| | - Jean-Claude Aldigier
- Service de Néphrologie et de transplantation rénale, Centre Hospitalo-Universitaire Dupuytren, Limoges, France
| | - Pierre-Raphael Rothschild
- Service d'Ophtalmologie, OphtalmoPôle, Hôpital Cochin, Université de Paris, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Vincent Javaugue
- Service de Néphrologie, Hémodialyse et Transplantation Rénale, Centre Hospitalo-Universitaire Poitiers, Poitiers, France
| | - Estelle Desport
- Service de Néphrologie, Hémodialyse et Transplantation Rénale, Centre Hospitalo-Universitaire Poitiers, Poitiers, France
| | - Thierry Frouget
- Service de Néphrologie, Centre Hospitalo-Universitaire Pontchaillou, Rennes, France
| | - Jean-Michel Goujon
- Service d'Anatomie Pathologique, Unité de microscopie électronique, Centre Hospitalo-Universitaire La Miletrie, Centre de Référence National Amylose AL et autres maladies de dépôts d'immunoglobulines monoclonales, Université de Poitiers, Poitiers, France
| | - Nathalie Rioux-Leclercq
- Laboratoire d'Anatomopathologie, Centre Hospitalo-Universitaire Pontchaillou, Rennes, France
| | - Nathalie Quellard
- Service d'Anatomie Pathologique, Unité de microscopie électronique, Centre Hospitalo-Universitaire La Miletrie, Centre de Référence National Amylose AL et autres maladies de dépôts d'immunoglobulines monoclonales, Université de Poitiers, Poitiers, France
| | - Jean Philippe Rerolle
- Service de Néphrologie et de transplantation rénale, Centre Hospitalo-Universitaire Dupuytren, Limoges, France
| | - François Paraf
- Laboratoire d'anatomopathologie, Centre Hospitalo-Universitaire Dupuytren, Limoges, France
| | - Caroline Beugnet
- Laboratoire de Génétique Moléculaire, Fédération de Génétique, Hôpital Necker-Enfants Malades, Université de Paris, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Aurélien Tiple
- Service de Néphrologie et Transplantation, Centre Hospitalier Jacques Lacarin de Vichy, Vichy, France
| | - Antoine Durrbach
- Service de Néphrologie, Hôpital de Bicêtre, Assistance Publique-Hôpitaux de Paris, Le Kremlin-Bicêtre, France
| | - Didier Samuel
- Centre hépato-biliare, Hôpital Paul Brousse, Assistance Publique Hôpitaux de Paris, Villejuif, France
| | - Antoine Brézin
- Service d'Ophtalmologie, OphtalmoPôle, Hôpital Cochin, Université de Paris, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Frank Bridoux
- Service de Néphrologie, Hémodialyse et Transplantation Rénale, Centre Hospitalo-Universitaire Poitiers, Poitiers, France
| | - Sophie Valleix
- Laboratoire de Génétique Moléculaire, Fédération de Génétique, Hôpital Necker-Enfants Malades, Université de Paris, Assistance Publique-Hôpitaux de Paris, Paris, France.
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12
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Zanoni P, von Eckardstein A. Inborn errors of apolipoprotein A-I metabolism: implications for disease, research and development. Curr Opin Lipidol 2020; 31:62-70. [PMID: 32022753 DOI: 10.1097/mol.0000000000000667] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE OF REVIEW We review current knowledge regarding naturally occurring mutations in the human apolipoprotein A-I (APOA1) gene with a focus on their clinical complications as well as their exploitation for the elucidation of structure-function-(disease) relationships and therapy. RECENT FINDINGS Bi-allelic loss-of-function mutations in APOA1 cause HDL deficiency and, in the majority of patients, premature atherosclerotic cardiovascular disease (ASCVD) and corneal opacities. Heterozygous HDL-cholesterol decreasing mutations in APOA1 were associated with increased risk of ASCVD in several but not all studies. Some missense mutations in APOA1 cause familial amyloidosis. Structure-function-reationships underlying the formation of amyloid as well as the manifestion of amyloidosis in specific tissues are better understood. Lessons may also be learnt from the progress in the treatment of amyloidoses induced by transthyretin variants. Infusion of reconstituted HDL (rHDL) containing apoA-I (Milano) did not cause regression of atherosclerosis in coronary arteries of patients with acute coronary syndrome. However, animal experiments indicate that rHDL with apoA-I (Milano) or apoA-I mimetic peptides may be useful for the treatment of heart failure of inflammatory bowel disease. SUMMARY Specific mutations in APOA1 are the cause of premature ASCVD or familial amyloidosis. Synthetic mimetics of apoA-I (mutants) may be useful for the treatment of several diseases beyond ASCVD.
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Affiliation(s)
- Paolo Zanoni
- Institute of Medical Genetics, University of Zurich
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13
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Hegele RA, Borén J, Ginsberg HN, Arca M, Averna M, Binder CJ, Calabresi L, Chapman MJ, Cuchel M, von Eckardstein A, Frikke-Schmidt R, Gaudet D, Hovingh GK, Kronenberg F, Lütjohann D, Parhofer KG, Raal FJ, Ray KK, Remaley AT, Stock JK, Stroes ES, Tokgözoğlu L, Catapano AL. Rare dyslipidaemias, from phenotype to genotype to management: a European Atherosclerosis Society task force consensus statement. Lancet Diabetes Endocrinol 2020; 8:50-67. [PMID: 31582260 DOI: 10.1016/s2213-8587(19)30264-5] [Citation(s) in RCA: 116] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 07/23/2019] [Accepted: 07/27/2019] [Indexed: 12/18/2022]
Abstract
Genome sequencing and gene-based therapies appear poised to advance the management of rare lipoprotein disorders and associated dyslipidaemias. However, in practice, underdiagnosis and undertreatment of these disorders are common, in large part due to interindividual variability in the genetic causes and phenotypic presentation of these conditions. To address these challenges, the European Atherosclerosis Society formed a task force to provide practical clinical guidance focusing on patients with extreme concentrations (either low or high) of plasma low-density lipoprotein cholesterol, triglycerides, or high-density lipoprotein cholesterol. The task force also recognises the scarcity of quality information regarding the prevalence and outcomes of these conditions. Collaborative registries are needed to improve health policy for the care of patients with rare dyslipidaemias.
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Affiliation(s)
- Robert A Hegele
- Department of Medicine and Robarts Research Institute, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.
| | - Jan Borén
- Department of Molecular and Clinical Medicine, University of Gothenburg and Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Henry N Ginsberg
- Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Marcello Arca
- Department of Internal Medicine and Allied Sciences, Center for Rare Disorders of Lipid Metabolism, Sapienza University of Rome, Rome, Italy
| | - Maurizio Averna
- Department of Health Promotion Sciences Maternal and Infantile Care, Internal Medicine and Medical Specialities, University of Palermo, Palermo, Italy
| | - Christoph J Binder
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Laura Calabresi
- Centro Grossi Paoletti, Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy
| | - M John Chapman
- National Institute for Health and Medical Research (INSERM), Sorbonne University and Pitié-Salpétrière University Hospital, Paris, France
| | - Marina Cuchel
- Division of Translational Medicine and Human Genetics, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Ruth Frikke-Schmidt
- Department of Clinical Medicine, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark; Department of Clinical Biochemistry, Rigshospitalet Copenhagen University Hospital, Copenhagen, Denmark
| | - Daniel Gaudet
- Clinical Lipidology and Rare Lipid Disorders Unit, Community Genomic Medicine Center, Department of Medicine, Université de Montréal, Montreal, QC, Canada; ECOGENE, Clinical and Translational Research Center, Chicoutimi, QC, Canada; Lipid Clinic, Chicoutimi Hospital, Chicoutimi, QC, Canada
| | - G Kees Hovingh
- Department of Vascular Medicine, Academic Medical Center, Amsterdam, Netherlands
| | - Florian Kronenberg
- Division of Genetic Epidemiology, Department of Medical Genetics, Molecular and Clinical Pharmacology, Medical University of Innsbruck, Innsbruck, Austria
| | - Dieter Lütjohann
- Institute of Clinical Chemistry and Clinical Pharmacology, University Hospital Bonn, Bonn, Germany
| | - Klaus G Parhofer
- Medizinische Klinik IV-Grosshadern, University of Munich, Munich, Germany
| | - Frederick J Raal
- Carbohydrate and Lipid Metabolism Research Unit, Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Health Sciences, University of the Witwatersrand, Parktown, Johannesburg, South Africa
| | - Kausik K Ray
- Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London, UK
| | - Alan T Remaley
- Lipoprotein Metabolism Section, Translational Vascular Medicine Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jane K Stock
- European Atherosclerosis Society, Gothenburg, Sweden
| | - Erik S Stroes
- Department of Vascular Medicine, Academic Medical Center, Amsterdam, Netherlands
| | - Lale Tokgözoğlu
- Department of Cardiology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Alberico L Catapano
- Department of Pharmacological and Biomolecular Sciences, Università degli Studi di Milano, Milan, Italy; IRCCS MultiMedica, Milan, Italy
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14
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Qin H, Niu T, Zhao J. Identifying Multi-Omics Causers and Causal Pathways for Complex Traits. Front Genet 2019; 10:110. [PMID: 30847004 PMCID: PMC6393387 DOI: 10.3389/fgene.2019.00110] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Accepted: 01/30/2019] [Indexed: 12/23/2022] Open
Abstract
The central dogma of molecular biology delineates a unidirectional causal flow, i.e., DNA → RNA → protein → trait. Genome-wide association studies, next-generation sequencing association studies, and their meta-analyses have successfully identified ~12,000 susceptibility genetic variants that are associated with a broad array of human physiological traits. However, such conventional association studies ignore the mediate causers (i.e., RNA, protein) and the unidirectional causal pathway. Such studies may not be ideally powerful; and the genetic variants identified may not necessarily be genuine causal variants. In this article, we model the central dogma by a mediate causal model and analytically prove that the more remote an omics level is from a physiological trait, the smaller the magnitude of their correlation is. Under both random and extreme sampling schemes, we numerically demonstrate that the proteome-trait correlation test is more powerful than the transcriptome-trait correlation test, which in turn is more powerful than the genotype-trait association test. In conclusion, integrating RNA and protein expressions with DNA data and causal inference are necessary to gain a full understanding of how genetic causal variants contribute to phenotype variations.
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Affiliation(s)
- Huaizhen Qin
- Department of Epidemiology, College of Public Health and Health Professions and College of Medicine, University of Florida, Gainesville, FL, United States
- Department of Global Biostatistics and Data Science, Tulane University, New Orleans, LA, United States
| | - Tianhua Niu
- Department of Global Biostatistics and Data Science, Tulane University, New Orleans, LA, United States
- Department of Biochemistry and Molecular Biology, Tulane University School Medicine, New Orleans, LA, United States
| | - Jinying Zhao
- Department of Epidemiology, College of Public Health and Health Professions and College of Medicine, University of Florida, Gainesville, FL, United States
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15
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Geller AS, Polisecki EY, Diffenderfer MR, Asztalos BF, Karathanasis SK, Hegele RA, Schaefer EJ. Genetic and secondary causes of severe HDL deficiency and cardiovascular disease. J Lipid Res 2018; 59:2421-2435. [PMID: 30333156 DOI: 10.1194/jlr.m088203] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Revised: 10/13/2018] [Indexed: 02/07/2023] Open
Abstract
We assessed secondary and genetic causes of severe HDL deficiency in 258,252 subjects, of whom 370 men (0.33%) and 144 women (0.099%) had HDL cholesterol levels <20 mg/dl. We excluded 206 subjects (40.1%) with significant elevations of triglycerides, C-reactive protein, glycosylated hemoglobin, myeloperoxidase, or liver enzymes and men receiving testosterone. We sequenced 23 lipid-related genes in 201 (65.3%) of 308 eligible subjects. Mutations (23 novel) and selected variants were found at the following gene loci: 1) ABCA1 (26.9%): 2 homozygotes, 7 compound or double heterozygotes, 30 heterozygotes, and 2 homozygotes and 13 heterozygotes with variants rs9282541/p.R230C or rs111292742/c.-279C>G; 2) LCAT (12.4%): 1 homozygote, 3 compound heterozygotes, 13 heterozygotes, and 8 heterozygotes with variant rs4986970/p.S232T; 3) APOA1 (5.0%): 1 homozygote and 9 heterozygotes; and 4) LPL (4.5%): 1 heterozygote and 8 heterozygotes with variant rs268/p.N318S. In addition, 4.5% had other mutations, and 46.8% had no mutations. Atherosclerotic cardiovascular disease (ASCVD) prevalence rates in the ABCA1, LCAT, APOA1, LPL, and mutation-negative groups were 37.0%, 4.0%, 40.0%, 11.1%, and 6.4%, respectively. Severe HDL deficiency is uncommon, with 40.1% having secondary causes and 48.8% of the subjects sequenced having ABCA1, LCAT, APOA1, or LPL mutations or variants, with the highest ASCVD prevalence rates being observed in the ABCA1 and APOA1 groups.
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Affiliation(s)
- Andrew S Geller
- Boston Heart Diagnostics, Framingham, MA 01702.,Cardiovascular Nutrition Laboratory, Human Nutrition Research Center on Aging at Tufts University and Tufts University School of Medicine, Boston, MA 02111
| | | | | | - Bela F Asztalos
- Cardiovascular Nutrition Laboratory, Human Nutrition Research Center on Aging at Tufts University and Tufts University School of Medicine, Boston, MA 02111
| | | | - Robert A Hegele
- Cardiovascular Nutrition Laboratory, Human Nutrition Research Center on Aging at Tufts University and Tufts University School of Medicine, Boston, MA 02111
| | - Ernst J Schaefer
- Boston Heart Diagnostics, Framingham, MA 01702 .,Cardiovascular Nutrition Laboratory, Human Nutrition Research Center on Aging at Tufts University and Tufts University School of Medicine, Boston, MA 02111
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16
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Kajani S, Curley S, McGillicuddy FC. Unravelling HDL-Looking beyond the Cholesterol Surface to the Quality Within. Int J Mol Sci 2018; 19:ijms19071971. [PMID: 29986413 PMCID: PMC6073561 DOI: 10.3390/ijms19071971] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 07/03/2018] [Accepted: 07/04/2018] [Indexed: 12/11/2022] Open
Abstract
High-density lipoprotein (HDL) particles have experienced a turbulent decade of falling from grace with widespread demotion from the most-sought-after therapeutic target to reverse cardiovascular disease (CVD), to mere biomarker status. HDL is slowly emerging from these dark times due to the HDL flux hypothesis wherein measures of HDL cholesterol efflux capacity (CEC) are better predictors of reduced CVD risk than static HDL-cholesterol (HDL-C) levels. HDL particles are emulsions of metabolites, lipids, protein, and microRNA (miR) built on the backbone of Apolipoprotein A1 (ApoA1) that are growing in their complexity due to the higher sensitivity of the respective “omic” technologies. Our understanding of particle composition has increased dramatically within this era and has exposed how our understanding of these particles to date has been oversimplified. Elucidation of the HDL proteome coupled with the identification of specific miRs on HDL have highlighted the “hormonal” characteristics of HDL in that it carries and delivers messages systemically. HDL can dock to most peripheral cells via its receptors, including SR-B1, ABCA1, and ABCG1, which may be a critical step for facilitating HDL-to-cell communication. The composition of HDL particles is, in turn, altered in numerous disease states including diabetes, auto-immune disease, and CVD. The consequence of changes in composition, however, on subsequent biological activities of HDL is currently poorly understood and this is an important avenue for the field to explore in the future. Improving HDL particle quality as opposed to HDL quantity may, in turn, prove a more beneficial investment to reduce CVD risk.
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Affiliation(s)
- Sarina Kajani
- Cardiometabolic Research Group, Diabetes Complications Research Centre, UCD Conway Institute, University College Dublin, Belfield, 4 Dublin, Ireland.
| | - Sean Curley
- Cardiometabolic Research Group, Diabetes Complications Research Centre, UCD Conway Institute, University College Dublin, Belfield, 4 Dublin, Ireland.
| | - Fiona C McGillicuddy
- Cardiometabolic Research Group, Diabetes Complications Research Centre, UCD Conway Institute, University College Dublin, Belfield, 4 Dublin, Ireland.
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17
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Flodrova P, Flodr P, Pika T, Vymetal J, Holub D, Dzubak P, Hajduch M, Scudla V. Cardiac amyloidosis: from clinical suspicion to morphological diagnosis. Pathology 2018; 50:261-268. [DOI: 10.1016/j.pathol.2017.10.012] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Revised: 08/08/2017] [Accepted: 10/16/2017] [Indexed: 12/21/2022]
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18
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Abstract
High-density lipoprotein cholesterol (HDL-C) levels are inversely related to risk of atherosclerotic cardiovascular disease (ASCVD). However, the simplistic assumption that HDL-C levels directly and causally impact atherogenesis has been challenged in recent years. The purpose of this article is to review the current state of knowledge regarding genetically determined HDL-C levels and ASCVD risk and determine what insight these studies provide into the causal relationship between HDL and atherosclerosis.
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Affiliation(s)
- Liam R Brunham
- Department of Medicine, University of British Columbia, Vancouver, Canada. .,Centre for Heart Lung Innovation, Providence Health Care Research Institute, University of British Columbia, St. Paul's Hospital, Room 166-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada. .,Translational Laboratory in Genetic Medicine (TLGM), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
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19
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März W, Kleber ME, Scharnagl H, Speer T, Zewinger S, Ritsch A, Parhofer KG, von Eckardstein A, Landmesser U, Laufs U. HDL cholesterol: reappraisal of its clinical relevance. Clin Res Cardiol 2017; 106:663-675. [PMID: 28342064 PMCID: PMC5565659 DOI: 10.1007/s00392-017-1106-1] [Citation(s) in RCA: 170] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Accepted: 03/14/2017] [Indexed: 12/31/2022]
Abstract
Background While several lines of evidence prove that elevated concentrations of low-density lipoproteins (LDL) causally contribute to the development of atherosclerosis and its clinical consequences, high-density lipoproteins are still widely believed to exert atheroprotective effects. Hence, HDL cholesterol (HDL-C) is in general still considered as “good cholesterol”. Recent research, however, suggests that this might not always be the case and that a fundamental reassessment of the clinical significance of HDL-C is warranted. Method This review article is based on a selective literature review. Results In individuals without a history of cardiovascular events, low concentrations of HDL-C are inversely associated with the risk of future cardiovascular events. This relationship may, however, not apply to patients with metabolic disorders or manifest cardiovascular disease. The classical function of HDL is to mobilise cholesterol from extrahepatic tissues for delivery to the liver for excretion. These roles in cholesterol metabolism as well as many other biological functions of HDL particles are dependent on the number as well as protein and lipid composition of HDL particles. They are poorly reflected by the HDL-C concentration. HDL can even exert negative vascular effects, if its composition is pathologically altered. High serum HDL-C is therefore no longer regarded protective. In line with this, recent pharmacological approaches to raise HDL-C concentration have not been able to show reductions of cardiovascular outcomes. Conclusion In contrast to LDL cholesterol (LDL-C), HDL-C correlates with cardiovascular risk only in healthy individuals. The calculation of the ratio of LDL-C to HDL-C is not useful for all patients. Low HDL-C should prompt examination of additional metabolic and inflammatory pathologies. An increase in HDL-C through lifestyle change (smoking cessation, physical exercise) has positive effects and is recommended. However, HDL-C is currently not a valid target for drug therapy.
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Affiliation(s)
- Winfried März
- Medizinische Klinik V (Nephrologie, Hypertensiologie, Rheumatologie, Endokrinologie, Diabetelogie), Medizinische Fakultät Mannheim der Universität Heidelberg, Heidelberg, Germany.,Klinisches Institut für Medizinische und Chemische Labordiagnostik, Medizinische Universität Graz, Graz, Austria.,Synlab Akademie, synlab Holding Deutschland GmbH, Mannheim und Augsburg, Augsburg, Germany
| | - Marcus E Kleber
- Medizinische Klinik V (Nephrologie, Hypertensiologie, Rheumatologie, Endokrinologie, Diabetelogie), Medizinische Fakultät Mannheim der Universität Heidelberg, Heidelberg, Germany.,Institut für Ernährungswissenschaften, Friedrich Schiller Universität Jena, Jena, Germany
| | - Hubert Scharnagl
- Klinisches Institut für Medizinische und Chemische Labordiagnostik, Medizinische Universität Graz, Graz, Austria
| | - Timotheus Speer
- Klinik für Innere Medizin IV, Nieren- und Hochdruckkrankheiten, Universitätsklinikum des Saarlandes, 66421, Homburg, Saarland, Germany
| | - Stephen Zewinger
- Klinik für Innere Medizin IV, Nieren- und Hochdruckkrankheiten, Universitätsklinikum des Saarlandes, 66421, Homburg, Saarland, Germany
| | - Andreas Ritsch
- Klinik für Innere Medizin, Medizinische Universität Innsbruck, Innsbruck, Austria
| | - Klaus G Parhofer
- Medizinische Klinik II, Klinikum der Universität München, 81377, Munich, Germany
| | | | | | - Ulrich Laufs
- Klinik für Innere Medizin III, Kardiologie, Angiologie und Internistische Intensivmedizin, IMED, Universitätsklinikum des Saarlandes, 66421, Homburg, Saarland, Germany.
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20
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Gorshkova IN, Atkinson D. Increased Binding of Apolipoproteins A-I and E4 to Triglyceride-Rich Lipoproteins is linked to Induction of Hypertriglyceridemia. JSM ATHEROSCLEROSIS 2017; 2:1026. [PMID: 28597004 PMCID: PMC5460632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Hypertriglyceridemia (HTG) is an independent factor of atherosclerotic cardiovascular disease and a hallmark of many metabolic disorders. However, the molecular etiology of HTG is still largely unknown. In mice, severe HTG may be induced by expression of specific mutants of apolipoprotein (apo) A-I or wild type (WT) apoE4. Expression of a certain apoE4 mutant results in mild HTG, while expression of another apoE4 mutant or WT apoA-I results in normal plasma triglyceride (TG) levels. Biophysical studies of the apoA-I and apoE4 forms associated with HTG help better understand the molecular mechanisms of induction of HTG by these proteins. The studies show that the apoA-I and apoE4 forms that induce HTG have a destabilized and more loosely folded conformation in solution than their counterparts not associated with HTG. Disruption of the protein salt bridge networks by the mutations is likely responsible for the observed structural changes. Each apoA-I and apoE4 form that induced HTG show enhanced binding to model TG-rich particles. HTG appeared to positively correlate with the apolipoprotein ability to bind to TG-rich particles. This implies that in vivo, the conformational changes in the apolipoproteins that induce HTG facilitate their binding to plasma TG-rich lipoproteins. We discuss metabolic pathways leading to the development of HTG that may result from enhanced binding of the apolipoproteins to TG-rich lipoproteins in circulation. While various factors may be involved in the development of HTG in humans, it is possible that structural alterations that increase affinity of apolipoproteins to TG-rich lipoproteins may contribute to some cases of this disorder.
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Affiliation(s)
- Irina N. Gorshkova
- Corresponding author: Irina N. Gorshkova, Department
of Physiology and Biophysics, Boston University School of Medicine, 700 Albany Street,
Boston, Massachusetts 02118, USA, Tel: 1-617-638-4207;
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21
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Schaefer EJ, Anthanont P, Diffenderfer MR, Polisecki E, Asztalos BF. Diagnosis and treatment of high density lipoprotein deficiency. Prog Cardiovasc Dis 2016; 59:97-106. [PMID: 27565770 PMCID: PMC5331615 DOI: 10.1016/j.pcad.2016.08.006] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Accepted: 08/18/2016] [Indexed: 01/10/2023]
Abstract
Low serum high density lipoprotein cholesterol level (HDL-C) <40 mg/dL in men and <50 mg/dL in women is a significant independent risk factor for cardiovascular disease (CVD), and is often observed in patients with hypertriglyceridemia, obesity, insulin resistance, and diabetes. Patients with marked deficiency of HDL-C (<20 mg/dL) in the absence of secondary causes are much less common (<1% of the population). These patients may have homozygous, compound heterozygous, or heterozygous defects involving the apolipoprotein (APO)AI, ABCA1, or lecithin:cholesterol acyl transferase genes, associated with apo A-I deficiency, apoA-I variants, Tangier disease , familial lecithin:cholesteryl ester acyltransferase deficiency, and fish eye disease. There is marked variability in laboratory and clinical presentation, and DNA analysis is necessary for diagnosis. These patients can develop premature CVD, neuropathy, kidney failure, neuropathy, hepatosplenomegaly and anemia. Treatment should be directed at optimizing all non-HDL risk factors.
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Affiliation(s)
- Ernst J Schaefer
- Cardiovascular Nutrition Laboratory, Human Nutrition Research Center on Aging at Tufts University and Tufts University School of Medicine, Boston, MA; Boston Heart Diagnostics, Framingham, MA.
| | - Pimjai Anthanont
- Cardiovascular Nutrition Laboratory, Human Nutrition Research Center on Aging at Tufts University and Tufts University School of Medicine, Boston, MA
| | - Margaret R Diffenderfer
- Cardiovascular Nutrition Laboratory, Human Nutrition Research Center on Aging at Tufts University and Tufts University School of Medicine, Boston, MA; Boston Heart Diagnostics, Framingham, MA
| | | | - Bela F Asztalos
- Cardiovascular Nutrition Laboratory, Human Nutrition Research Center on Aging at Tufts University and Tufts University School of Medicine, Boston, MA; Boston Heart Diagnostics, Framingham, MA
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22
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Abstract
Genetic factors contribute importantly to the risk of coronary artery disease (CAD), and in the past decade, there has been major progress in this area. The tools applied include genome-wide association studies encompassing >200,000 individuals complemented by bioinformatic approaches, including 1000 Genomes imputation, expression quantitative trait locus analyses, and interrogation of Encyclopedia of DNA Elements, Roadmap, and other data sets. close to 60 common SNPs (minor allele frequency>0.05) associated with CAD risk and reaching genome-wide significance (P<5 × 10(-8)) have been identified. Furthermore, a total of 202 independent signals in 109 loci have achieved a false discovery rate (q<0.05) and together explain 28% of the estimated heritability of CAD. These data have been used successfully to create genetic risk scores that can improve risk prediction beyond conventional risk factors and identify those individuals who will benefit most from statin therapy. Such information also has important applications in clinical medicine and drug discovery by using a Mendelian randomization approach to interrogate the causal nature of many factors found to associate with CAD risk in epidemiological studies. In contrast to genome-wide association studies, whole-exome sequencing has provided valuable information directly relevant to genes with known roles in plasma lipoprotein metabolism but has, thus far, failed to identify other rare coding variants linked to CAD. Overall, recent studies have led to a broader understanding of the genetic architecture of CAD and demonstrate that it largely derives from the cumulative effect of multiple common risk alleles individually of small effect size rather than rare variants with large effects on CAD risk. Despite this success, there has been limited progress in understanding the function of the novel loci; the majority of which are in noncoding regions of the genome.
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Affiliation(s)
- Ruth McPherson
- From the Department of Medicine, Atherogenomics Laboratory, Division of Cardiology, Ruddy Canadian Cardiovascular Genetics Center, University of Ottawa Heart Institute, Ottawa, Ontario, Canada (R.M.); and Department of Clinical Biochemistry, Rigshospitalet, Copenhagen University Hospital, and Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark (A.T.-H.).
| | - Anne Tybjaerg-Hansen
- From the Department of Medicine, Atherogenomics Laboratory, Division of Cardiology, Ruddy Canadian Cardiovascular Genetics Center, University of Ottawa Heart Institute, Ottawa, Ontario, Canada (R.M.); and Department of Clinical Biochemistry, Rigshospitalet, Copenhagen University Hospital, and Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark (A.T.-H.)
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23
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Dai X, Wiernek S, Evans JP, Runge MS. Genetics of coronary artery disease and myocardial infarction. World J Cardiol 2016; 8:1-23. [PMID: 26839654 PMCID: PMC4728103 DOI: 10.4330/wjc.v8.i1.1] [Citation(s) in RCA: 124] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2015] [Revised: 10/18/2015] [Accepted: 11/10/2015] [Indexed: 02/06/2023] Open
Abstract
Atherosclerotic coronary artery disease (CAD) comprises a broad spectrum of clinical entities that include asymptomatic subclinical atherosclerosis and its clinical complications, such as angina pectoris, myocardial infarction (MI) and sudden cardiac death. CAD continues to be the leading cause of death in industrialized society. The long-recognized familial clustering of CAD suggests that genetics plays a central role in its development, with the heritability of CAD and MI estimated at approximately 50% to 60%. Understanding the genetic architecture of CAD and MI has proven to be difficult and costly due to the heterogeneity of clinical CAD and the underlying multi-decade complex pathophysiological processes that involve both genetic and environmental interactions. This review describes the clinical heterogeneity of CAD and MI to clarify the disease spectrum in genetic studies, provides a brief overview of the historical understanding and estimation of the heritability of CAD and MI, recounts major gene discoveries of potential causal mutations in familial CAD and MI, summarizes CAD and MI-associated genetic variants identified using candidate gene approaches and genome-wide association studies (GWAS), and summarizes the current status of the construction and validations of genetic risk scores for lifetime risk prediction and guidance for preventive strategies. Potential protective genetic factors against the development of CAD and MI are also discussed. Finally, GWAS have identified multiple genetic factors associated with an increased risk of in-stent restenosis following stent placement for obstructive CAD. This review will also address genetic factors associated with in-stent restenosis, which may ultimately guide clinical decision-making regarding revascularization strategies for patients with CAD and MI.
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Affiliation(s)
- Xuming Dai
- Xuming Dai, Szymon Wiernek, Marschall S Runge, Division of Cardiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
| | - Szymon Wiernek
- Xuming Dai, Szymon Wiernek, Marschall S Runge, Division of Cardiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
| | - James P Evans
- Xuming Dai, Szymon Wiernek, Marschall S Runge, Division of Cardiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
| | - Marschall S Runge
- Xuming Dai, Szymon Wiernek, Marschall S Runge, Division of Cardiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, United States
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24
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Dalla-Riva J, Lagerstedt JO, Petrlova J. Structural and Functional Analysis of the ApolipoproteinA-I A164S Variant. PLoS One 2015; 10:e0143915. [PMID: 26605794 PMCID: PMC4659549 DOI: 10.1371/journal.pone.0143915] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Accepted: 11/11/2015] [Indexed: 01/15/2023] Open
Abstract
Apolipoprotein A-I (apoA-I) is the main protein involved in the formation of high-density lipoprotein (HDL), it is the principal mediator of the reverse cholesterol transfer (RCT) pathway and provides cardio-protection. In addition to functional wild-type apoA-I, several variants have been shown to associate with hereditary amyloidosis. In this study we have performed biophysical and biochemical analyses of the structure and functional properties of the A164S variant of apoA-I (1:500 in the Danish general population), which is the first known mutation of apoA-I that leads to an increased risk of ischaemic heart disease (IHD), myocardial infarction and mortality without associated low HDL cholesterol levels. Despite the fact that epidemiologically IHD is associated with low plasma levels of HDL, the A164S mutation is linked to normal plasma levels of lipids, HDL and apoA-I, suggesting impaired functionality of this variant. Using biophysical techniques (e.g., circular dichroism spectroscopy and electron microscopy) to determine secondary structure, stability and pro-amyloidogenic property of the lipid free A164S apoA-I variant, our observations suggest similarity in structural properties between apoA-I WT and apoA-I A164S. However, the A164S apoA-I variant exhibits lower binding affinity to lipids but forms similar sized HDL particles to those produced by WT.
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Affiliation(s)
| | - Jens O. Lagerstedt
- Department of Experimental Medical Science, Lund University, Lund, Sweden
- * E-mail:
| | - Jitka Petrlova
- Department of Experimental Medical Science, Lund University, Lund, Sweden
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25
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Extreme clinical chemistry. Clin Chim Acta 2015; 448:48-9. [PMID: 26115892 DOI: 10.1016/j.cca.2015.06.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Accepted: 06/16/2015] [Indexed: 11/22/2022]
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26
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Brunham LR, Hayden MR. Human genetics of HDL: Insight into particle metabolism and function. Prog Lipid Res 2015; 58:14-25. [DOI: 10.1016/j.plipres.2015.01.001] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2014] [Revised: 12/22/2014] [Accepted: 01/07/2015] [Indexed: 10/24/2022]
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27
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Kootte RS, Smits LP, van der Valk FM, Dasseux JL, Keyserling CH, Barbaras R, Paolini JF, Santos RD, van Dijk TH, Dallinga-van Thie GM, Nederveen AJ, Mulder WM, Hovingh GK, Kastelein JP, Groen AK, Stroes E. Effect of open-label infusion of an apoA-I-containing particle (CER-001) on RCT and artery wall thickness in patients with FHA. J Lipid Res 2015; 56:703-712. [PMID: 25561459 DOI: 10.1194/jlr.m055665] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Reverse cholesterol transport (RCT) contributes to the anti-atherogenic effects of HDL. Patients with the orphan disease, familial hypoalphalipoproteinemia (FHA), are characterized by decreased tissue cholesterol removal and an increased atherogenic burden. We performed an open-label uncontrolled proof-of-concept study to evaluate the effect of infusions with a human apoA-I-containing HDL-mimetic particle (CER-001) on RCT and the arterial vessel wall in FHA. Subjects received 20 infusions of CER-001 (8 mg/kg) during 6 months. Efficacy was assessed by measuring (apo)lipoproteins, plasma-mediated cellular cholesterol efflux, fecal sterol excretion (FSE), and carotid artery wall dimension by MRI and artery wall inflammation by (18)F-fluorodeoxyglucose-positron emission tomography/computed tomography scans. We included seven FHA patients: HDL-cholesterol (HDL-c), 13.8 [1.8-29.1] mg/dl; apoA-I, 28.7 [7.9-59.1] mg/dl. Following nine infusions in 1 month, apoA-I and HDL-c increased directly after infusion by 27.0 and 16.1 mg/dl (P = 0.018). CER-001 induced a 44% relative increase (P = 0.018) in in vitro cellular cholesterol efflux with a trend toward increased FSE (P = 0.068). After nine infusions of CER-001, carotid mean vessel wall area decreased compared with baseline from 25.0 to 22.8 mm(2) (P = 0.043) and target-to-background ratio from 2.04 to 1.81 (P = 0.046). In FHA-subjects, CER-001 stimulates cholesterol mobilization and reduces artery wall dimension and inflammation, supporting further evaluation of CER-001 in FHA patients.
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Affiliation(s)
- Ruud S Kootte
- Departments of Vascular Medicine and Experimental Vascular Medicine Academic Medical Center, Amsterdam, The Netherlands
| | - Loek P Smits
- Departments of Vascular Medicine and Experimental Vascular Medicine Academic Medical Center, Amsterdam, The Netherlands
| | - Fleur M van der Valk
- Departments of Vascular Medicine and Experimental Vascular Medicine Academic Medical Center, Amsterdam, The Netherlands
| | | | | | | | | | - Raul D Santos
- Heart Institute (Incor), University of Sao Paolo Medical School Hospital, Sao Paulo, Brazil
| | - Theo H van Dijk
- Department of Laboratory Medicine, University Medical Center Groningen, Groningen, The Netherlands
| | - Geesje M Dallinga-van Thie
- Departments of Vascular Medicine and Experimental Vascular Medicine Academic Medical Center, Amsterdam, The Netherlands
| | | | - WillemJ M Mulder
- Departments of Vascular Medicine and Experimental Vascular Medicine Academic Medical Center, Amsterdam, The Netherlands
| | - G Kees Hovingh
- Departments of Vascular Medicine and Experimental Vascular Medicine Academic Medical Center, Amsterdam, The Netherlands
| | - JohnJ P Kastelein
- Departments of Vascular Medicine and Experimental Vascular Medicine Academic Medical Center, Amsterdam, The Netherlands
| | - Albert K Groen
- Department of Laboratory Medicine, University Medical Center Groningen, Groningen, The Netherlands
| | - ErikS Stroes
- Departments of Vascular Medicine and Experimental Vascular Medicine Academic Medical Center, Amsterdam, The Netherlands.
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28
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Kuivenhoven JA, Groen AK. Beyond the genetics of HDL: why is HDL cholesterol inversely related to cardiovascular disease? Handb Exp Pharmacol 2015; 224:285-300. [PMID: 25522992 DOI: 10.1007/978-3-319-09665-0_8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
There is unequivocal evidence that high-density lipoprotein (HDL) cholesterol levels in plasma are inversely associated with the risk of cardiovascular disease (CVD). Studies of families with inherited HDL disorders and genetic association studies in general (and patient) population samples have identified a large number of factors that control HDL cholesterol levels. However, they have not resolved why HDL cholesterol and CVD are inversely related. A growing body of evidence from nongenetic studies shows that HDL in patients at increased risk of CVD has lost its protective properties and that increasing the cholesterol content of HDL does not result in the desired effects. Hopefully, these insights can help improve strategies to successfully intervene in HDL metabolism. It is clear that there is a need to revisit the HDL hypothesis in an unbiased manner. True insights into the molecular mechanisms that regulate plasma HDL cholesterol and triglycerides or control HDL function could provide the handholds that are needed to develop treatment for, e.g., type 2 diabetes and the metabolic syndrome. Especially genome-wide association studies have provided many candidate genes for such studies. In this review we have tried to cover the main molecular studies that have been produced over the past few years. It is clear that we are only at the very start of understanding how the newly identified factors may control HDL metabolism. In addition, the most recent findings underscore the intricate relations between HDL, triglyceride, and glucose metabolism indicating that these parameters need to be studied simultaneously.
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Affiliation(s)
- J A Kuivenhoven
- Department of Pediatrics, Section Molecular Genetics, University of Groningen, University Medical Center Groningen, Antonius Deusinglaan 1, 9713GZ, Groningen, The Netherlands,
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29
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Godfrey L, Yamada-Fowler N, Smith J, Thornalley PJ, Rabbani N. Arginine-directed glycation and decreased HDL plasma concentration and functionality. Nutr Diabetes 2014; 4:e134. [PMID: 25177914 PMCID: PMC4183972 DOI: 10.1038/nutd.2014.31] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2014] [Revised: 07/06/2014] [Accepted: 07/15/2014] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND/OBJECTIVES Decreased plasma concentration of high-density lipoprotein cholesterol (HDL-C) is a risk factor linked to increased risk of cardiovascular disease (CVD). Decreased anti-atherogenic properties of HDL are also implicated in increased CVD risk. The cause is unknown but has been linked to impaired glucose tolerance. The aim of this study was to quantify the modification of HDL by methylglyoxal and related dicarbonyls in healthy people and patients with type 2 diabetes characterise structural, functional and physiological consequences of the modification and predict the importance in high CVD risk groups. SUBJECTS/METHODS Major fractions of HDL, HDL2 and HDL3 were isolated from healthy human subjects and patients with type 2 diabetes and fractions modified by methylglyoxal and related dicarbonyl metabolites quantified. HDL2 and HDL3 were glycated by methylglyoxal to minimum extent in vitro and molecular, functional and physiological characteristics were determined. A one-compartment model of HDL plasma clearance was produced including formation and clearance of dicarbonyl-modified HDL. RESULTS HDL modified by methylglyoxal and related dicarbonyl metabolites accounted for 2.6% HDL and increased to 4.5% in patients with type 2 diabetes mellitus (T2DM). HDL2 and HDL3 were modified by methylglyoxal to similar extents in vitro. Methylglyoxal modification induced re-structuring of the HDL particles, decreasing stability and plasma half-life in vivo. It occurred at sites of apolipoprotein A-1 in HDL linked to membrane fusion, intramolecular bonding and ligand binding. Kinetic modelling of methylglyoxal modification of HDL predicted a negative correlation of plasma HDL-C with methylglyoxal-modified HDL. This was validated clinically. It also predicted that dicarbonyl modification produces 2-6% decrease in total plasma HDL and 5-13% decrease in functional HDL clinically. CONCLUSIONS These results suggest that methylglyoxal modification of HDL accelerates its degradation and impairs its functionality in vivo, likely contributing to increased risk of CVD-particularly in high CVD risk groups.
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Affiliation(s)
- L Godfrey
- Clinical Sciences Research Laboratories, Medical School, University of Warwick, University Hospital, Coventry, UK
| | - N Yamada-Fowler
- Clinical Sciences Research Laboratories, Medical School, University of Warwick, University Hospital, Coventry, UK
| | - J Smith
- Bruker UK Ltd, Banner Lane, Coventry, UK
| | - P J Thornalley
- Clinical Sciences Research Laboratories, Medical School, University of Warwick, University Hospital, Coventry, UK
| | - N Rabbani
- Clinical Sciences Research Laboratories, Medical School, University of Warwick, University Hospital, Coventry, UK
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30
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van Capelleveen JC, Bochem AE, Motazacker MM, Hovingh GK, Kastelein JJP. Genetics of HDL-C: a causal link to atherosclerosis? Curr Atheroscler Rep 2013; 15:326. [PMID: 23591671 DOI: 10.1007/s11883-013-0326-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Prospective epidemiological studies have consistently reported an inverse association between HDL cholesterol (HDL-C) levels and the risk of cardiovascular disease (CVD). However, large intervention trials on HDL-C-increasing drugs and recent Mendelian randomization studies have questioned a causal relationship between HDL-C and atherosclerosis. HDL-C levels have been shown to be highly heritable, and the combination of HDL-C-associated SNPs in recent large-scale genome-wide association studies (GWAS) only explains a small proportion of this heritability. As a large part of our current understanding of HDL metabolism comes from genetic studies, further insights in this research field may aid us in elucidating HDL functionality in relation to CVD risk. In this review we focus on the question of whether genetically defined HDL-C levels are associated with risk of atherosclerosis. We also discuss the latest insights for HDL-C-associated genes and recent GWAS data.
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Affiliation(s)
- Julian C van Capelleveen
- Department of Vascular Medicine, Academic Medical Center, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
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31
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Byrnes AE, Wu MC, Wright FA, Li M, Li Y. The value of statistical or bioinformatics annotation for rare variant association with quantitative trait. Genet Epidemiol 2013; 37:666-74. [PMID: 23836599 PMCID: PMC4083762 DOI: 10.1002/gepi.21747] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2013] [Revised: 05/20/2013] [Accepted: 06/03/2013] [Indexed: 11/06/2022]
Abstract
In the past few years, a plethora of methods for rare variant association with phenotype have been proposed. These methods aggregate information from multiple rare variants across genomic region(s), but there is little consensus as to which method is most effective. The weighting scheme adopted when aggregating information across variants is one of the primary determinants of effectiveness. Here we present a systematic evaluation of multiple weighting schemes through a series of simulations intended to mimic large sequencing studies of a quantitative trait. We evaluate existing phenotype-independent and phenotype-dependent methods, as well as weights estimated by penalized regression approaches including Lasso, Elastic Net, and SCAD. We find that the difference in power between phenotype-dependent schemes is negligible when high-quality functional annotations are available. When functional annotations are unavailable or incomplete, all methods suffer from power loss; however, the variable selection methods outperform the others at the cost of increased computational time. Therefore, in the absence of good annotation, we recommend variable selection methods (which can be viewed as "statistical annotation") on top of regions implicated by a phenotype-independent weighting scheme. Further, once a region is implicated, variable selection can help to identify potential causal single nucleotide polymorphisms for biological validation. These findings are supported by an analysis of a high coverage targeted sequencing study of 1,898 individuals.
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Affiliation(s)
- Andrea E. Byrnes
- Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina 27599
| | - Michael C. Wu
- Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina 27599
| | - Fred A. Wright
- Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina 27599
| | - Mingyao Li
- Department of Biostatistics and Epidemiology, University of Pennsylvania School of Medicine, Philadelphia, PA 19104
| | - Yun Li
- Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina 27599
- Department of Genetics, University of North Carolina, Chapel Hill, North Carolina 27599
- Department of Computer Science, University of North Carolina, Chapel Hill, North Carolina 27599
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32
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Abstract
At least 468 individual genes have been manipulated by molecular methods to study their effects on the initiation, promotion, and progression of atherosclerosis. Most clinicians and many investigators, even in related disciplines, find many of these genes and the related pathways entirely foreign. Medical schools generally do not attempt to incorporate the relevant molecular biology into their curriculum. A number of key signaling pathways are highly relevant to atherogenesis and are presented to provide a context for the gene manipulations summarized herein. The pathways include the following: the insulin receptor (and other receptor tyrosine kinases); Ras and MAPK activation; TNF-α and related family members leading to activation of NF-κB; effects of reactive oxygen species (ROS) on signaling; endothelial adaptations to flow including G protein-coupled receptor (GPCR) and integrin-related signaling; activation of endothelial and other cells by modified lipoproteins; purinergic signaling; control of leukocyte adhesion to endothelium, migration, and further activation; foam cell formation; and macrophage and vascular smooth muscle cell signaling related to proliferation, efferocytosis, and apoptosis. This review is intended primarily as an introduction to these key signaling pathways. They have become the focus of modern atherosclerosis research and will undoubtedly provide a rich resource for future innovation toward intervention and prevention of the number one cause of death in the modern world.
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Affiliation(s)
- Paul N Hopkins
- Cardiovascular Genetics, Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA.
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33
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Laurila PP, Surakka I, Sarin AP, Yetukuri L, Hyötyläinen T, Söderlund S, Naukkarinen J, Tang J, Kettunen J, Mirel DB, Soronen J, Lehtimäki T, Ruokonen A, Ehnholm C, Eriksson JG, Salomaa V, Jula A, Raitakari OT, Järvelin MR, Palotie A, Peltonen L, Orešič M, Jauhiainen M, Taskinen MR, Ripatti S. Genomic, Transcriptomic, and Lipidomic Profiling Highlights the Role of Inflammation in Individuals With Low High-density Lipoprotein Cholesterol. Arterioscler Thromb Vasc Biol 2013; 33:847-57. [DOI: 10.1161/atvbaha.112.300733] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Objective—
Low high-density lipoprotein cholesterol (HDL-C) is associated with cardiometabolic pathologies. In this study, we investigate the biological pathways and individual genes behind low HDL-C by integrating results from 3 high-throughput data sources: adipose tissue transcriptomics, HDL lipidomics, and dense marker genotypes from Finnish individuals with low or high HDL-C (n=450).
Approach and Results—
In the pathway analysis of genetic data, we demonstrate that genetic variants within inflammatory pathways were enriched among low HDL-C associated single-nucleotide polymorphisms, and the expression of these pathways upregulated in the adipose tissue of low HDL-C subjects. The lipidomic analysis highlighted the change in HDL particle quality toward putatively more inflammatory and less vasoprotective state in subjects with low HDL-C, as evidenced by their decreased antioxidative plasmalogen contents. We show that the focal point of these inflammatory pathways seems to be the
HLA
region with its low HDL-associated alleles also associating with more abundant local transcript levels in adipose tissue, increased plasma vascular cell adhesion molecule 1 (VCAM1) levels, and decreased HDL particle plasmalogen contents, markers of adipose tissue inflammation, vascular inflammation, and HDL antioxidative potential, respectively. In a population-based look-up of the inflammatory pathway single-nucleotide polymorphisms in a large Finnish cohorts (n=11 211), no association of the
HLA
region was detected for HDL-C as quantitative trait, but with extreme HDL-C phenotypes, implying the presence of low or high HDL genes in addition to the population-genomewide association studies–identified HDL genes.
Conclusions—
Our study highlights the role of inflammation with a genetic component in subjects with low HDL-C and identifies novel
cis
-expression quantitative trait loci (
cis
-eQTL) variants in
HLA
region to be associated with low HDL-C.
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Affiliation(s)
- Pirkka-Pekka Laurila
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Ida Surakka
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Antti-Pekka Sarin
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Laxman Yetukuri
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Tuulia Hyötyläinen
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Sanni Söderlund
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Jussi Naukkarinen
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Jing Tang
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Johannes Kettunen
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Daniel B. Mirel
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Jarkko Soronen
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Terho Lehtimäki
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Aimo Ruokonen
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Christian Ehnholm
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Johan G. Eriksson
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Veikko Salomaa
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Antti Jula
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Olli T. Raitakari
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Marjo-Riitta Järvelin
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Aarno Palotie
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Leena Peltonen
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Matej Orešič
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Matti Jauhiainen
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Marja-Riitta Taskinen
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
| | - Samuli Ripatti
- From the Institute for Molecular Medicine Finland, FIMM, University of Helsinki, Finland (P-P.L., I.S., A-P.S., J.K., A.P., S.R.); Public Health Genomics Unit, National Institute for Health and Welfare, Helsinki, Finland (P-P.L., I.S., A-P.S., J.N., J.K., J.S., C.E., M.J., S.R.); Department of Medical Genetics, University of Helsinki, Helsinki, Finland (P-P.L., A.P.); VTT Technical Research Centre of Finland, Espoo, Finland (L.Y., T.H., J.T., M.O.); Department of Medicine, Helsinki University
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