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Tian KJ, Yang Y, Chen GS, Deng NH, Tian Z, Bai R, Zhang F, Jiang ZS. Omics research in atherosclerosis. Mol Cell Biochem 2024:10.1007/s11010-024-05139-1. [PMID: 39446251 DOI: 10.1007/s11010-024-05139-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 10/12/2024] [Indexed: 10/25/2024]
Abstract
Atherosclerosis (AS) is a chronic inflammatory disease characterized by lipid deposition within the arterial intima, as well as fibrous tissue proliferation and calcification. AS has long been recognized as one of the primary pathological foundations of cardiovascular diseases in humans. Its pathogenesis is intricate and not yet fully elucidated. Studies have shown that AS is associated with oxidative stress, inflammatory response, lipid deposition, and changes in cell phenotype. Unfortunately, there is currently no effective prevention or targeted treatment for AS. The rapid advancement of omics technologies, including genomics, transcriptomics, proteomics, and metabolomics, has opened up novel avenues to elucidate the fundamental pathophysiology and associated mechanisms of AS. Here, we review articles published over the past decade and focus on the current status, challenges, limitations, and prospects of omics in AS research and clinical practice. Emphasizing potential targets based on omics technologies will improve our understanding of this pathological condition and assist in the development of potential therapeutic approaches for AS-related diseases.
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Affiliation(s)
- Kai-Jiang Tian
- Pathology Department, The First Affiliated Hospital of Hebei North University, Zhangjiakou, 075000, China
- Key Lab for Arteriosclerology of Hunan Province, International Joint Laboratory for Arteriosclerotic Disease Research of Hunan Province, Institute of Cardiovascular Disease, University of South China, Hengyang, 421001, China
| | - Yu Yang
- Key Lab for Arteriosclerology of Hunan Province, International Joint Laboratory for Arteriosclerotic Disease Research of Hunan Province, Institute of Cardiovascular Disease, University of South China, Hengyang, 421001, China
| | - Guo-Shuai Chen
- Emergency Department, The First Affiliated Hospital of Hebei North University, Zhangjiakou, 075000, China
| | - Nian-Hua Deng
- Anesthesiology Department, Dongguan Songshanhu Central Hospital, Dongguan, 523000, China
| | - Zhen Tian
- Clinical Laboratory, Dongguan Songshanhu Central Hospital, Dongguan, 523000, China
| | - Rui Bai
- Pathology Department, The First Affiliated Hospital of Hebei North University, Zhangjiakou, 075000, China
| | - Fan Zhang
- Pathology Department, The First Affiliated Hospital of Hebei North University, Zhangjiakou, 075000, China
| | - Zhi-Sheng Jiang
- Key Lab for Arteriosclerology of Hunan Province, International Joint Laboratory for Arteriosclerotic Disease Research of Hunan Province, Institute of Cardiovascular Disease, University of South China, Hengyang, 421001, China.
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2
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Yang K, Li J, Hui X, Wang W, Liu Y. Assessing the causal relationship between metabolic biomarkers and coronary artery disease by Mendelian randomization studies. Sci Rep 2024; 14:19034. [PMID: 39152174 PMCID: PMC11329738 DOI: 10.1038/s41598-024-69879-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 08/09/2024] [Indexed: 08/19/2024] Open
Abstract
The development of coronary artery disease (CAD) is significantly affected by impaired endocrine and metabolic status. Under this circumstance, improved prevention and treatment of CAD may result from knowing the connection between metabolites and CAD. This study aims to delve into the causal relationship between human metabolic biomarkers and CAD by using two-sample Mendelian randomization (MR). Utilizing two-sample bidirectional MR analysis, we assessed the correlation between 1400 blood metabolites and CAD, and the metabolites data from the CLSA, encompassing 8299 participants. Metabolite analysis identified 1091 plasma metabolites and 309 ratios as instrumental variables. To evaluate the causal link between metabolites and CAD, we analyzed three datasets: ebi-a-GCST005195 (547,261 European & East Asian samples), bbj-a-159 (29,319 East Asian CAD cases & 183,134 East Asian controls), and ebi-a-GCST005194 (296,525 European & East Asian samples). To estimate causal links, we utilized the IVW method. To conduct sensitivity analysis, we used MR-Egger, Weighted Median, and MR-PRESSO. Additionally, we employed MR-Egger interception and Cochran's Q statistic to assess potential heterogeneity and pleiotropy. What's more, replication and reverse analyses were performed to verify the reliability of the results and the causal order between metabolites and disease. Furthermore, we conducted a pathway analysis to identify potential metabolic pathways. 59 blood metabolites and 27 metabolite ratios nominally associated with CAD (P < 0.05) were identified by IVW analysis method. A total of four known blood metabolites, namely beta-hydroxyisovaleroylcarnitine (OR 1.06, 95% CI 1.027-1.094, FDR 0.07), 1-palmitoyl-2-arachidonoyl (OR 1.07, 95% CI 1.029-1.110, FDR 0.09), 1-stearoyl-2- docosahexaenoyl (OR 1.07, 95% CI 1.034-1.113, FDR 0.07) and Linoleoyl-arachidonoyl-glycerol, (OR 1.07, 95% CI 1.036-1.105, FDR 0.05), and two metabolite ratios, namely spermidine to N-acetylputrescine ratio (OR 0.94, 95% CI 0.903-0.972, FDR 0.09) and benzoate to linoleoyl-arachidonoyl-glycerol ratio (OR 0.87, 95% CI 0.879-0.962, FDR 0.07), were confirmed as having a significant causal relationship with CAD, after correcting for the FDR method (p < 0. 1). A causal relationship was found to be established between beta -hydroxyisovalerylcarnitine and CAD with the validation in other two datasets. Moreover, multiple metabolic pathways were discovered to be associated with CAD. Our study supports the hypothesis that metabolites have an impact on CAD by demonstrating a causal relationship between human metabolites and CAD. This study is important for new strategies for the prevention and treatment of CAD.
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Affiliation(s)
- Kai Yang
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, 100053, People's Republic of China
- Shandong University of Traditional Chinese Medicine, Jinan, 250355, People's Republic of China
| | - Jixin Li
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, 100091, People's Republic of China
| | - Xiaoshan Hui
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, 100053, People's Republic of China
| | - Wenru Wang
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, 100091, People's Republic of China
| | - Yongmei Liu
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, 100053, People's Republic of China.
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Cuffaro D, Burkhard T, Bernardoni BL, Di Leo R, Zhang X, Galati S, Tuccinardi T, Macchia M, Rossello A, Santamaria S, de Groot R, Nuti E. Design, synthesis and biological evaluation of arylsulfonamides as ADAMTS7 inhibitors. RSC Med Chem 2024; 15:2806-2825. [PMID: 39149096 PMCID: PMC11324053 DOI: 10.1039/d4md00149d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 06/19/2024] [Indexed: 08/17/2024] Open
Abstract
The proteolytic activity of the enzyme ADAMTS7 was recently shown to enhance the progression of atherosclerosis, in line with human genetic findings suggesting that ADAMTS7 has a role in the pathophysiology of coronary heart disease. Targeting the active site of ADAMTS7 with a small molecule inhibitor, therefore, has therapeutic potential. Here, we report the design and synthesis of a novel hydroxamate-based arylsulfonamide that is a potent and selective ADAMTS7 inhibitor. In silico studies guided the hit optimization process aiming to improve selectivity of the previously reported (non-selective) inhibitor EDV33. Our lead compound is a p-trifluoromethyl biphenyl sulfonamide, which displayed a 12-fold selectivity for ADAMTS7 (K i = 9 nM) over ADAMTS5 (K i = 110 nM) and an 8-fold increase in inhibition of ADAMTS7 compared to EDV33 (K i = 70 nM). The substitutions switched selectivity and produced a new potent ADAMTS7 inhibitor that can be taken forward for further characterisation.
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Affiliation(s)
- Doretta Cuffaro
- Department of Pharmacy, University of Pisa Via Bonanno 6 56126 Pisa Italy +39 0502219551
| | - Tina Burkhard
- Department of Biochemical and Physiological Sciences, School of Biosciences, Faculty of Health and Medical Sciences, University of Surrey Edward Jenner Building Guildford GU2 7XH UK
| | | | - Riccardo Di Leo
- Department of Pharmacy, University of Pisa Via Bonanno 6 56126 Pisa Italy +39 0502219551
| | - Xiaohan Zhang
- Institute of Cardiovascular Science, University College London 51 Chenies Mews London WC1E 6HX UK +44 (0) 20 3108 1423
| | - Salvatore Galati
- Department of Pharmacy, University of Pisa Via Bonanno 6 56126 Pisa Italy +39 0502219551
| | - Tiziano Tuccinardi
- Department of Pharmacy, University of Pisa Via Bonanno 6 56126 Pisa Italy +39 0502219551
| | - Marco Macchia
- Department of Pharmacy, University of Pisa Via Bonanno 6 56126 Pisa Italy +39 0502219551
| | - Armando Rossello
- Department of Pharmacy, University of Pisa Via Bonanno 6 56126 Pisa Italy +39 0502219551
| | - Salvatore Santamaria
- Department of Biochemical and Physiological Sciences, School of Biosciences, Faculty of Health and Medical Sciences, University of Surrey Edward Jenner Building Guildford GU2 7XH UK
| | - Rens de Groot
- Institute of Cardiovascular Science, University College London 51 Chenies Mews London WC1E 6HX UK +44 (0) 20 3108 1423
| | - Elisa Nuti
- Department of Pharmacy, University of Pisa Via Bonanno 6 56126 Pisa Italy +39 0502219551
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Meibom D, Wasnaire P, Beyer K, Broehl A, Cancho-Grande Y, Elowe N, Henninger K, Johannes S, Jungmann N, Krainz T, Lindner N, Maassen S, MacDonald B, Menshykau D, Mittendorf J, Sanchez G, Schaefer M, Stefan E, Torge A, Xing Y, Zubov D. BAY-9835: Discovery of the First Orally Bioavailable ADAMTS7 Inhibitor. J Med Chem 2024; 67:2907-2940. [PMID: 38348661 PMCID: PMC10895658 DOI: 10.1021/acs.jmedchem.3c02036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 12/20/2023] [Accepted: 12/22/2023] [Indexed: 02/23/2024]
Abstract
The matrix metalloprotease ADAMTS7 has been identified by multiple genome-wide association studies as being involved in the development of coronary artery disease. Subsequent research revealed the proteolytic function of the enzyme to be relevant for atherogenesis and restenosis after vessel injury. Based on a publicly known dual ADAMTS4/ADAMTS5 inhibitor, we have in silico designed an ADAMTS7 inhibitor of the catalytic domain, which served as a starting point for an optimization campaign. Initially our inhibitors suffered from low selectivity vs MMP12. An X-ray cocrystal structure inspired us to exploit amino acid differences in the binding site of MMP12 and ADAMTS7 to improve selectivity. Further optimization composed of employing 5-membered heteroaromatic groups as hydantoin substituents to become more potent on ADAMTS7. Finally, fine-tuning of DMPK properties yielded BAY-9835, the first orally bioavailable ADAMTS7 inhibitor. Further optimization to improve selectivity vs ADAMTS12 seems possible, and a respective starting point could be identified.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Eric Stefan
- Broad
Institute, 02142 Cambridge, United States
| | | | - Yi Xing
- Broad
Institute, 02142 Cambridge, United States
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Wünnemann F, Fotsing Tadjo T, Beaudoin M, Lalonde S, Lo KS, Kleinstiver BP, Lettre G. Multimodal CRISPR perturbations of GWAS loci associated with coronary artery disease in vascular endothelial cells. PLoS Genet 2023; 19:e1010680. [PMID: 36928188 PMCID: PMC10047545 DOI: 10.1371/journal.pgen.1010680] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 03/28/2023] [Accepted: 02/25/2023] [Indexed: 03/18/2023] Open
Abstract
Genome-wide association studies have identified >250 genetic variants associated with coronary artery disease (CAD), but the causal variants, genes and molecular mechanisms remain unknown at most loci. We performed pooled CRISPR screens to test the impact of sequences at or near CAD-associated genetic variants on vascular endothelial cell functions. Using CRISPR knockout, inhibition and activation, we targeted 1998 variants at 83 CAD loci to assess their effect on three adhesion proteins (E-selectin, ICAM1, VCAM1) and three key endothelial functions (nitric oxide and reactive oxygen species production, calcium signalling). At a false discovery rate ≤10%, we identified significant CRISPR perturbations near 42 variants located within 26 CAD loci. We used base editing to validate a putative causal variant in the promoter of the FES gene. Although a few of the loci include genes previously characterized in endothelial cells (e.g. AIDA, ARHGEF26, ADAMTS7), most are implicated in endothelial dysfunction for the first time. Detailed characterization of one of these new loci implicated the RNA helicase DHX38 in vascular endothelial cell senescence. While promising, our results also highlighted several limitations in using CRISPR perturbations to functionally dissect GWAS loci, including an unknown false negative rate and potential off-target effects.
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Affiliation(s)
| | | | | | | | - Ken Sin Lo
- Montreal Heart Institute, Montréal, Québec, Canada
| | - Benjamin P. Kleinstiver
- Center for Genomic Medicine and Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Department of Pathology, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Guillaume Lettre
- Montreal Heart Institute, Montréal, Québec, Canada
- Faculté de Médecine, Université de Montréal, Montréal, Québec, Canada
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Gong Z, Huang J, Wang D, Yang S, Ma Z, Fu Y, Ma Q, Kong W. ADAMTS-7 deficiency attenuates thoracic aortic aneurysm and dissection in mice. J Mol Med (Berl) 2023; 101:237-248. [PMID: 36662289 DOI: 10.1007/s00109-023-02284-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 12/18/2022] [Accepted: 01/10/2023] [Indexed: 01/21/2023]
Abstract
Thoracic aortic aneurysm and dissection (TAAD) is a life-threatening cardiovascular disease with severe extracellular matrix (ECM) remodeling that lacks efficient early stage diagnosis and nonsurgical therapy. A disintegrin and metalloproteinase with thrombospondin motif 7 (ADAMTS-7) is recognized as a novel locus for human coronary artery atherosclerosis. Previous work by us and others showed that ADAMTS-7 promoted atherosclerosis, postinjury neointima formation, and vascular calcification. However, whether ADAMTS-7 is involved in TAAD pathogenesis is unknown. We aimed to explore the alterations in ADAMTS-7 expression in human and mouse TAAD, and investigate the role of ADAMTS-7 in TAAD formation. A case-control study of TAAD patients (N = 86) and healthy participants (N = 88) was performed. The plasma ADAMTS-7 levels were markedly increased in TAAD patients within 24 h and peaked in 7 days. A TAAD mouse model was induced with 0.5% β-aminopropionitrile (BAPN) in drinking water. ELISA analysis of mouse plasma, Western blotting, and immunohistochemical staining of aorta showed an increase in ADAMTS-7 in the early stage of TAAD. Moreover, ADAMTS-7-deficient mice exhibited significantly attenuated TAAD formation and TAAD rupture-related mortality in both male and female mice, which was accompanied by reduced artery dilation and inhibited elastin degradation. ADAMTS-7 deficiency caused repressed inflammatory response and complement system activation during TAAD formation. An increase in plasma ADAMTS-7 is a novel biomarker for human TAAD. ADAMTS-7 deficiency attenuates BAPN-induced murine TAAD. ADAMTS-7 is a potential novel target for TAAD diagnosis and therapy. KEY MESSAGES: A case-control study revealed increased plasma ADAMTS-7 is a risk factor for TAAD. ADAMTS-7 was elevated in plasma and aorta at early stage of mouse TAAD. ADAMTS-7 knockout attenuated mouse TAAD formation and mortality in both sexes.
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Affiliation(s)
- Ze Gong
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Peking University, Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, 100191, People's Republic of China
| | - Jiaqi Huang
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Peking University, Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, 100191, People's Republic of China
| | - Daidai Wang
- Department of Emergency Medicine, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Shiyu Yang
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Peking University, Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, 100191, People's Republic of China
| | - Zihan Ma
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Peking University, Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, 100191, People's Republic of China
| | - Yi Fu
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Peking University, Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, 100191, People's Republic of China
| | - Qingbian Ma
- Department of Emergency Medicine, Peking University Third Hospital, Beijing, 100191, People's Republic of China.
| | - Wei Kong
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Peking University, Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, 100191, People's Republic of China.
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7
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Qi J, Han W, Zhong N, Gou Q, Sun C. Integrated analysis of miRNA-mRNA regulatory network and functional verification of miR-338-3p in coronary heart disease. Funct Integr Genomics 2022; 23:16. [PMID: 36562844 DOI: 10.1007/s10142-022-00941-w] [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: 11/11/2022] [Revised: 12/13/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022]
Abstract
Coronary heart disease is a cardiovascular disease with high morbidity and mortality. Although great progress has been made in treatment, the prognosis is still very poor. Therefore, this project aims to screen potential diagnostic markers and therapeutic targets related to the progression of coronary heart disease. A total of 94 overlapping differentially expressed mRNAs and 70 differentially expressed miRNAs were identified from GSE20681, GSE12288, GSE49823, and GSE105449. Through a series of bioinformatics methods and experiment, we obtained 5 core miRNA-mRNA regulatory pairs, and selected miR-338-3p/RPS23 for functional analysis. Moreover, we found that RPS23 directly targets miR-338-3p by dual luciferase assay, western, and qPCR. And the expression of miR-338-3p and RPS23 is negatively correlated. The AUC value of miR-338-3p is 0.847. Downregulation of miR-338-3p can significantly inhibit the proliferation and migration of HUVEC. On the contrary, overexpression of miR-338-3p promoted the proliferation and migration of HUVEC. In addition, the interference of RPS23 expression can reverse the regulation of miR-338-3p on HUVEC proliferation. In conclusion, miR-338-3p/RPS23 may be involved in the progression of coronary heart disease, and miR-338-3p may be a diagnostic biomarker and therapeutic target for coronary heart disease.
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Affiliation(s)
- Jie Qi
- Second Department of Cardiovascular Medicine, Shaanxi Provincial People's Hospital, Xi'an, 710068, People's Republic of China.,Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Wenqi Han
- Second Department of Cardiovascular Medicine, Shaanxi Provincial People's Hospital, Xi'an, 710068, People's Republic of China
| | - Nier Zhong
- Second Department of Cardiovascular Medicine, Shaanxi Provincial People's Hospital, Xi'an, 710068, People's Republic of China
| | - Qiling Gou
- Second Department of Cardiovascular Medicine, Shaanxi Provincial People's Hospital, Xi'an, 710068, People's Republic of China
| | - Chaofeng Sun
- Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China.
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