1
|
Tardif JC, Pfeffer MA, Kouz S, Koenig W, Maggioni AP, McMurray JJV, Mooser V, Waters DD, Grégoire JC, L'Allier PL, Jukema WJ, White HD, Heinonen T, Black DM, Laghrissi-Thode F, Levesque S, Guertin MC, Dubé MP. Pharmacogenetics-guided dalcetrapib therapy after an acute coronary syndrome: the dal-GenE trial. Eur Heart J 2022; 43:3947-3956. [PMID: 35856777 PMCID: PMC9565632 DOI: 10.1093/eurheartj/ehac374] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 05/24/2022] [Accepted: 06/30/2022] [Indexed: 12/05/2022] Open
Abstract
Aims In a retrospective analysis of dal-Outcomes, the effect of dalcetrapib on
cardiovascular events was influenced by an adenylate cyclase type 9
(ADCY9) gene polymorphism. The dal-GenE study was conducted to test
this pharmacogenetic hypothesis. Methods and results dal-GenE was a double-blind trial in patients with an acute coronary syndrome within
1–3 months and the AA genotype at variant rs1967309 in the ADCY9 gene.
A total of 6147 patients were randomly assigned to receive dalcetrapib 600 mg or placebo
daily. The primary endpoint was the time from randomization to first occurrence of
cardiovascular death, resuscitated cardiac arrest, non-fatal myocardial infarction, or
non-fatal stroke. After a median follow-up of 39.9 months, the primary endpoint occurred
in 292 (9.5%) of 3071 patients in the dalcetrapib group and 327 (10.6%) of 3076 patients
in the placebo group [hazard ratio 0.88; 95% confidence interval (CI) 0.75–1.03;
P = 0.12]. The hazard ratios for the components of the primary
endpoint were 0.79 (95% CI 0.65–0.96) for myocardial infarction, 0.92 (95% CI 0.64–1.33)
for stroke, 1.21 (95% CI 0.91–1.60) for death from cardiovascular causes, and 2.33 (95%
CI 0.60–9.02) for resuscitated cardiac arrest. In a pre-specified on-treatment
sensitivity analysis, the primary endpoint event rate was 7.8% (236/3015) in the
dalcetrapib group and 9.3% (282/3031) in the placebo group (hazard ratio 0.83; 95% CI
0.70–0.98). Conclusion Dalcetrapib did not significantly reduce the risk of occurrence of the primary endpoint
of ischaemic cardiovascular events at end of study. A new trial would be needed to test
the pharmacogenetic hypothesis that dalcetrapib improves the prognosis of patients with
the AA genotype. Clinical Trial Registration Trial registration dal-GenE ClinicalTrials.gov Identifier: NCT02525939
Collapse
Affiliation(s)
- Jean Claude Tardif
- Department of Medicine, Montreal Heart Institute, Université de Montréal, 5000 Belanger Street, Montreal, PQ, H1T1C8 Canada.,Beaulieu-Saucier Pharmacogenomics Centre, Université de Montréal, Montreal, Canada.,The Montreal Health Innovations Coordinating Center (MHICC), Montreal, Canada
| | - Marc A Pfeffer
- Department of Medicine, The Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Simon Kouz
- Department of Medicine, Centre Hospitalier Régional de Lanaudière, Joliette, Canada
| | - Wolfgang Koenig
- Department of Medicine, Deutsches Herzzentrum München, Technische Universität München, Munich, Germany.,Department of Medicine, German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, Munich, Germany.,Department of Medicine, Institute of Epidemiology and Medical Biometry, University of Ulm, Ulm, Germany
| | | | - John J V McMurray
- Department of Medicine, British Heart Foundation Cardiovascular Research Centre, University of Glasgow, Glasgow, UK
| | - Vincent Mooser
- Department of Medicine, McGill University, Montreal, Canada
| | | | - Jean C Grégoire
- Department of Medicine, Montreal Heart Institute, Université de Montréal, 5000 Belanger Street, Montreal, PQ, H1T1C8 Canada
| | - Philippe L L'Allier
- Department of Medicine, Montreal Heart Institute, Université de Montréal, 5000 Belanger Street, Montreal, PQ, H1T1C8 Canada
| | - Wouter J Jukema
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands.,Netherlands Heart Institute, Utrecht, The Netherlands.,Department of Medicine, Durrer Center for Cardiovascular Research, Amsterdam, The Netherlands
| | - Harvey D White
- Green Lane Cardiovascular Unit, Auckland City Hospital, University of Auckland, New Zealand
| | - Therese Heinonen
- DalCor Pharmaceuticals, Montreal, Canada.,DalCor Pharmaceuticals, Sarasota, FL, USA
| | - Donald M Black
- DalCor Pharmaceuticals, Montreal, Canada.,DalCor Pharmaceuticals, Sarasota, FL, USA
| | | | - Sylvie Levesque
- The Montreal Health Innovations Coordinating Center (MHICC), Montreal, Canada
| | | | - Marie Pierre Dubé
- Department of Medicine, Montreal Heart Institute, Université de Montréal, 5000 Belanger Street, Montreal, PQ, H1T1C8 Canada.,Beaulieu-Saucier Pharmacogenomics Centre, Université de Montréal, Montreal, Canada
| | | |
Collapse
|
2
|
Rohatgi A, Westerterp M, von Eckardstein A, Remaley A, Rye KA. HDL in the 21st Century: A Multifunctional Roadmap for Future HDL Research. Circulation 2021; 143:2293-2309. [PMID: 34097448 PMCID: PMC8189312 DOI: 10.1161/circulationaha.120.044221] [Citation(s) in RCA: 138] [Impact Index Per Article: 46.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Low high-density lipoprotein cholesterol (HDL-C) characterizes an atherogenic dyslipidemia that reflects adverse lifestyle choices, impaired metabolism, and increased cardiovascular risk. Low HDL-C is also associated with increased risk of inflammatory disorders, malignancy, diabetes, and other diseases. This epidemiologic evidence has not translated to raising HDL-C as a viable therapeutic target, partly because HDL-C does not reflect high-density lipoprotein (HDL) function. Mendelian randomization analyses that have found no evidence of a causal relationship between HDL-C levels and cardiovascular risk have decreased interest in increasing HDL-C levels as a therapeutic target. HDLs comprise distinct subpopulations of particles of varying size, charge, and composition that have several dynamic and context-dependent functions, especially with respect to acute and chronic inflammatory states. These functions include reverse cholesterol transport, inhibition of inflammation and oxidation, and antidiabetic properties. HDLs can be anti-inflammatory (which may protect against atherosclerosis and diabetes) and proinflammatory (which may help clear pathogens in sepsis). The molecular regulation of HDLs is complex, as evidenced by their association with multiple proteins, as well as bioactive lipids and noncoding RNAs. Clinical investigations of HDL biomarkers (HDL-C, HDL particle number, and apolipoprotein A through I) have revealed nonlinear relationships with cardiovascular outcomes, differential relationships by sex and ethnicity, and differential patterns with coronary versus noncoronary events. Novel HDL markers may also have relevance for heart failure, cancer, and diabetes. HDL function markers (namely, cholesterol efflux capacity) are associated with coronary disease, but they remain research tools. Therapeutics that manipulate aspects of HDL metabolism remain the holy grail. None has proven to be successful, but most have targeted HDL-C, not metrics of HDL function. Future therapeutic strategies should focus on optimizing HDL function in the right patients at the optimal time in their disease course. We provide a framework to help the research and clinical communities, as well as funding agencies and stakeholders, obtain insights into current thinking on these topics, and what we predict will be an exciting future for research and development on HDLs.
Collapse
Affiliation(s)
- Anand Rohatgi
- Department of Internal Medicine, Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX 75390
| | - Marit Westerterp
- Department of Pediatrics, Section Molecular Genetics, University Medical Center Groningen, University of Groningen, 9713 AV Groningen, The Netherlands
| | - Arnold von Eckardstein
- Institute of Clinical Chemistry, University Hospital Zurich and University of Zurich, 8091 Zurich, Switzerland
| | - Alan Remaley
- Section Chief of Lipoprotein Metabolism Laboratory, Translational Vascular Medicine Branch; National Heart, Lung and Blood Institute, National Institutes of Health; Bethesda, MD
| | - Kerry-Anne Rye
- School of Medical Sciences, Faculty of Medicine, University of New South Wales Sydney, Australia, 2052
| |
Collapse
|
3
|
Wu Y, Xia Y, Li P, Qu HQ, Liu Y, Yang Y, Lin J, Zheng M, Tian L, Wu Z, Huang S, Qin X, Zhou X, Chen S, Liu Y, Wang Y, Li X, Zeng H, Hakonarson H, Zhuang J. Role of the ADCY9 gene in cardiac abnormalities of the Rubinstein-Taybi syndrome. Orphanet J Rare Dis 2020; 15:101. [PMID: 32321550 PMCID: PMC7178576 DOI: 10.1186/s13023-020-01378-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 04/07/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Rubinstein-Taybi syndrome (RTS) is a rare, congenital, plurimalformative, and neurodevelopmental disorder. Previous studies have reported that large deletions contribute to more severe RTS phenotypes than those caused by CREBBP point mutations, suggesting a concurrent pathogenetic role of flanking genes, typical of contiguous gene syndromes, but the detailed genetics are unclear. RESULTS This study presented a rare case of Rubinstein-Taybi (RT) syndrome with serious cardiac abnormalities. Based on the clinical and genetic analysis of the patient, the ADCY9 gene deletion was highlighted as a plausible explanation of cardiac abnormalities. In adcy9 morphant zebrafish, cardiac malformation was observed. Immunofluorescence study disclosed increased macrophage migration and cardiac apoptosis. RNA sequencing in zebrafish model highlighted the changes of a number of genes, including increased expression of the mmp9 gene which encodes a matrix metalloproteinase with the main function to degrade and remodel extracellular matrix. CONCLUSIONS In this study, we identified a plausible new candidate gene ADCY9 of CHD through the clinical and genetic analysis of a rare case of Rubinstein-Taybi (RT) syndrome with serious cardiac abnormalities. By functional study of zebrafish, we demonstrated that deletion of adcy9 is the causation for the cardiac abnormalities. Cardiac apoptosis and increased expression of the MMP9 gene are involved in the pathogenesis.
Collapse
Affiliation(s)
- Yueheng Wu
- Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China.,Prenatal Diagnosis Center, Department of Obstetrics and Gynecology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Yu Xia
- Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Ping Li
- Prenatal Diagnosis Center, Department of Obstetrics and Gynecology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Hui-Qi Qu
- Center for Applied Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Yichuan Liu
- Center for Applied Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Yongchao Yang
- Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Jijin Lin
- Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Meng Zheng
- Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Lifeng Tian
- Center for Applied Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Zhuanbin Wu
- Shanghai Model Organisms Center Inc, Shanghai, China
| | - Shufang Huang
- Prenatal Diagnosis Center, Department of Obstetrics and Gynecology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Xianyu Qin
- Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Xianwu Zhou
- Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Shaoxian Chen
- Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Yanying Liu
- Prenatal Diagnosis Center, Department of Obstetrics and Gynecology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Yonghua Wang
- Prenatal Diagnosis Center, Department of Obstetrics and Gynecology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Xiaofeng Li
- Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Hanshi Zeng
- Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Hakon Hakonarson
- Center for Applied Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA. .,Department of Pediatrics and Division of Human Genetics, University of Pennsylvania, Philadelphia, PA, USA.
| | - Jian Zhuang
- Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China.
| |
Collapse
|
4
|
Tardif JC, Dubé MP, Pfeffer MA, Waters DD, Koenig W, Maggioni AP, McMurray JJV, Mooser V, White HD, Heinonen T, Black DM, Guertin MC. Study design of Dal-GenE, a pharmacogenetic trial targeting reduction of cardiovascular events with dalcetrapib. Am Heart J 2020; 222:157-165. [PMID: 32087417 DOI: 10.1016/j.ahj.2020.01.007] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 01/15/2020] [Indexed: 11/16/2022]
Abstract
The objectives of precision medicine are to better match patient characteristics with the therapeutic intervention to optimize the chances of beneficial actions while reducing the exposure to unneeded adverse drug experiences. In a retrospective genome-wide association study of the overall neutral placebo-controlled dal-Outcomes trial, the effect of the cholesteryl ester transfer protein (CETP) modulator dalcetrapib on the composite of cardiovascular death, myocardial infarction or stroke was found to be influenced by a polymorphism in the adenylate cyclase type 9 (ADCY9) gene. Whereas patients with the AA genotype at position rs1967309 experienced fewer cardiovascular events with dalcetrapib, those with the GG genotype had an increased rate and the heterozygous AG genotype exhibited no difference from placebo. Measurements of cholesterol efflux and C-reactive protein (CRP) offered directionally supportive genotype-specific findings. In a separate, smaller, placebo-controlled trial, regression of ultrasonography-determined carotid intimal-medial thickness was only observed in dalcetrapib-treated patients with the AA genotype. Collectively, these observations led to the hypothesis that the cardiovascular effects of dalcetrapib may be pharmacogenetically determined, with a favorable benefit-risk ratio only for patients with this specific genotype. We describe below the design of dal-GenE, a precision medicine, placebo-controlled clinical outcome trial of dalcetrapib in patients with a recent acute myocardial infarction with the unique feature of selecting only those with the AA genotype at rs1967309 in the ADCY9 gene.
Collapse
Affiliation(s)
| | - Marie-Pierre Dubé
- Montreal Heart Institute, Université de Montréal, Montreal, Canada; University of Montreal Beaulieu-Saucier Pharmacogenomics Center
| | - Marc A Pfeffer
- the Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | | | - Wolfgang Koenig
- Deutsches Herzzentrum München, Technische Universität München, Munich, Germany, DZHK (German Centre for Cardiovascular Research), partner site Munich Heart Alliance, Munich, Germany, and Institute of Epidemiology and Medical Biometry, University of Ulm, Ulm, Germany
| | | | - John J V McMurray
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow, Glasgow, Scotland
| | - Vincent Mooser
- Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
| | - Harvey D White
- Green Lane Cardiovascular Unit, Auckland City Hospital, University of Auckland, New Zealand
| | | | - Donald M Black
- DalCor Pharmaceuticals, Montreal, Canada and Sarasota, Florida
| | | |
Collapse
|
5
|
Affiliation(s)
- Shirya Rashid
- Department of Public Health, North South University, Dhaka, Bangladesh
- Department of Pharmacology, Dalhousie University, Halifax, Nova Scotia, Canada
| |
Collapse
|