Calcium Signaling Pathway Genes RUNX2 and CACNA1C Are Associated With Calcific Aortic Valve Disease
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Background—: Calcific aortic valve stenosis (AS) is a life-threatening disease with no medical therapy. The genetic architecture of AS remains elusive. This study combines genome-wide association studies, gene expression, and expression quantitative trait loci mapping in human valve tissues to identify susceptibility genes of AS. Methods and Results—: A meta-analysis was performed combining the results of 2 genome-wide association studies in 474 and 486 cases from Quebec City (Canada) and Paris (France), respectively. Corresponding controls consisted of 2988 and 1864 individuals with European ancestry from the database of genotypes and phenotypes. mRNA expression levels were evaluated in 9 calcified and 8 normal aortic valves by RNA sequencing. The results were integrated with valve expression quantitative trait loci data obtained from 22 AS patients. Twenty-five single-nucleotide polymorphisms had P <5×10 −6 in the genome-wide association studies meta-analysis. The calcium signaling pathway was the top gene set enriched for genes mapped to moderately AS-associated single-nucleotide polymorphisms. Genes in this pathway were found differentially expressed in valves with and without AS. Two single-nucleotide polymorphisms located in RUNX2 (runt-related transcription factor 2), encoding an osteogenic transcription factor, demonstrated some association with AS (genome-wide association studies P =5.33×10 −5 ). The mRNA expression levels of RUNX2 were upregulated in calcified valves and associated with eQTL-SNPs. CACNA1C encoding a subunit of a voltage-dependent calcium channel was upregulated in calcified valves. The eQTL-SNP with the most significant association with AS located in CACNA1C was associated with higher expression of the gene. Conclusions—: This integrative genomic study confirmed the role of RUNX2 as a potential driver of AS and identified a new AS susceptibility gene, CACNA1C , belonging to the calcium signaling pathway.
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A genome-wide association study identified variants in RUNX2 and CACNA1C associated with calcific AS and found they upregulate their respective mRNA levels.
“Recently, a study has identified in a genome wide association study that variants located in RUNX2 and CACNA1C, which encodes for an osteogenic transcription factor and a voltage-dependent calcium channel subunit respectively, were associated with calcific AS and were found to upregulate their respective mRNA levels.150”
From Calcific aortic stenosis (2016) · cites this paper as [150]
The Results (GWAS Results and Integration With Valve eQTL Mapping; page unavailable) report variants moderately associated with aortic stenosis in both genes, but none reached genome-wide significance. A CACNA1C risk allele was associated with higher CACNA1C mRNA; the AS-associated RUNX2 variants were not evaluated for an expression effect, and separate RUNX2 expression-associated variants were independent of them. The claim therefore overstates both the strength of the GWAS findings and the evidence that the RUNX2 risk variants upregulate mRNA. (LLM, conf=0.92)
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Robinson, M. D., McCarthy, D. J., & Smyth, G. K. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btp616 · Cited by 41,364 · see citing works
PLINK: a tool set for whole-genome association and population-based linkage analyses.
Purcell, S., Neale, B., Todd-Brown, K., Thomas, L., Ferreira, M. A. R., Bender, D., Maller, J., Sklar, P., de Bakker, P. I. W., Daly, M. J., et al. (2007) · The American Journal of Human Genetics · doi:10.1086/519795 · Cited by 34,089 · see citing works
Differential expression analysis for sequence count data
Anders, S., & Huber, W. (2010) · Genome Biology · doi:10.1186/gb-2010-11-10-r106 · Cited by 15,581 · see citing works
Bioconductor: open software development for computational biology and bioinformatics
Gentleman, R., Carey, V., Bates, D., Bolstad, B., Dettling, M., Dudoit, S., Ellis, B., Gautier, L., Ge, Y., Gentry, J., et al. (2004) · Genome Biology · doi:10.1186/gb-2004-5-10-r80 · Cited by 13,133 · see citing works
Heart Disease and Stroke Statistics—2015 Update: A Report From the American Heart Association
Mozaffarian, D., Benjamin, E. J., Go, A. S., Arnett, D. K., Blaha, M. J., Cushman, M., de Ferranti, S., Després, J.-P., Fullerton, H. J., Howard, V. J., et al. (2015) · Circulation · doi:10.1161/cir.0000000000000152 · Cited by 5,797 · see citing works
Population Structure and Eigenanalysis
Patterson, N., Price, A. L., & Reich, D. (2006) · PLoS Genetics · doi:10.1371/journal.pgen.0020190 · Cited by 5,280 · see citing works
Burden of valvular heart diseases: a population-based study
Nkomo, V. T., Gardin, J. M., Skelton, T. N., Gottdiener, J. S., Scott, C. G., & Enriquez-Sarano, M. (2006) · The Lancet · doi:10.1016/s0140-6736(06)69208-8 · Cited by 4,881 · see citing works
Howie, B. N., Donnelly, P., & Marchini, J. (2009) · PLoS Genetics · doi:10.1371/journal.pgen.1000529 · Cited by 3,928 · see citing works
Differential analysis of gene regulation at transcript resolution with RNA-seq
Trapnell, C., Hendrickson, D. G., Sauvageau, M., Goff, L., Rinn, J. L., & Pachter, L. (2013) · Nature Biotechnology · doi:10.1038/nbt.2450 · Cited by 3,492 · see citing works
The Role of Stress Echocardiography in Valvular Heart Disease: A Current Appraisal
Gentry, J. L., Phelan, D. M. J., Desai, M. Y., & Griffin, B. P. (2017) · Cardiology · doi:10.1159/000460274 · Cited by 2,739 · see citing works
LocusZoom: regional visualization of genome-wide association scan results
Pruim, R. J., Welch, R. P., Sanna, S., Teslovich, T. M., Chines, P. S., Gliedt, T. P., Boehnke, M., Abecasis, G. R., & Willer, C. J. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btq419 · Cited by 2,707 · see citing works
lumi : a pipeline for processing Illumina microarray
Du, P., Kibbe, W. A., & Lin, S. M. (2008) · Bioinformatics · doi:10.1093/bioinformatics/btn224 · Cited by 2,028 · see citing works
A linear complexity phasing method for thousands of genomes
Delaneau, O., Marchini, J., & Zagury, J.-F. (2012) · Nature Methods · doi:10.1038/nmeth.1785 · Cited by 1,850 · see citing works
Intensive Lipid Lowering with Simvastatin and Ezetimibe in Aortic Stenosis
Rossebø, A. B., Pedersen, T. R., Boman, K., Brudi, P., Chambers, J. B., Egstrup, K., Gerdts, E., Gohlke-Bärwolf, C., Holme, I., Kesäniemi, Y. A., et al. (2008) · New England Journal of Medicine · doi:10.1056/nejmoa0804602 · Cited by 1,644 · see citing works
Mutations in NOTCH1 cause aortic valve disease
Garg, V., Muth, A. N., Ransom, J. F., Schluterman, M. K., Barnes, R., King, I. N., Grossfeld, P. D., & Srivastava, D. (2005) · Nature · doi:10.1038/nature03940 · Cited by 1,509 · see citing works
Problems of reporting genetic associations with complex outcomes
Colhoun, H. M., McKeigue, P., & Smith, G. D. (2003) · The Lancet · doi:10.1016/s0140-6736(03)12715-8 · Cited by 1,203 · see citing works
Otto, C. M., Burwash, I. G., Legget, M. E., Munt, B. I., Fujioka, M., Healy, N. L., Kraft, C. D., Miyake-Hull, C. Y., & Schwaegler, R. G. (1997) · Circulation · doi:10.1161/01.cir.95.9.2262 · Cited by 1,146 · see citing works
A Randomized Trial of Intensive Lipid-Lowering Therapy in Calcific Aortic Stenosis
Cowell, S. J., Newby, D. E., Prescott, R. J., Bloomfield, P., Reid, J., Northridge, D. B., & Boon, N. A. (2005) · New England Journal of Medicine · doi:10.1056/nejmoa043876 · Cited by 1,146 · see citing works
The NCBI dbGaP database of genotypes and phenotypes
Mailman, M., Feolo, M., Jin, Y., Kimura, M., Tryka, K., Bagoutdinov, R., Hao, L., Kiang, A., Paschall, J., Phan, L., et al. (2007) · Nature Genetics · doi:10.1038/ng1007-1181 · Cited by 1,122 · see citing works
Genetic Associations with Valvular Calcification and Aortic Stenosis
Thanassoulis, G., Campbell, C. Y., Owens, D. S., Smith, J. G., Smith, A. V., Peloso, G. M., Kerr, K. F., Pechlivanis, S., Budoff, M. J., Harris, T. B., et al. (2013) · New England Journal of Medicine · doi:10.1056/nejmoa1109034 · Cited by 1,008 · see citing works
Carabello, B. A., & Paulus, W. J. (2009) · The Lancet · doi:10.1016/s0140-6736(09)60211-7 · Cited by 818 · see citing works
Common Regulatory Variation Impacts Gene Expression in a Cell Type–Dependent Manner
Dimas, A. S., Deutsch, S., Stranger, B. E., Montgomery, S. B., Borel, C., Attar, H., Ingle, C., Beazley, C., Arcelus, M. G., Sekowska, M., et al. (2009) · Science · doi:10.1126/science.1174148 · Cited by 746 · see citing works
Bringing genome-wide association findings into clinical use
Manolio, T. A. (2013) · Nature Reviews Genetics · doi:10.1038/nrg3523 · Cited by 350 · see citing works
O’Brien, K. D., Shavelle, D. M., Caulfield, M. T., McDonald, T. O., Olin, K. L., Otto, C. M., & Probstfield, J. L. (2002) · Circulation · doi:10.1161/01.cir.0000035655.45453.d2 · Cited by 320 · see citing works
Arsenault, B. J., Boekholdt, S. M., Dubé, M.-P., Rhéaume, É., Wareham, N. J., Khaw, K.-T., Sandhu, M. S., & Tardif, J.-C. (2014) · Circulation: Cardiovascular Genetics · doi:10.1161/circgenetics.113.000400 · Cited by 315 · see citing works
Self-citationPanagiotou, O. A., Ioannidis, J. P. A., & for the Genome-Wide Significance Project (2012) · International Journal of Epidemiology · doi:10.1093/ije/dyr178 · Cited by 286 · see citing works
Yu, W., Clyne, M., Khoury, M. J., & GWINN, M. L. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp618 · Cited by 230 · see citing works
Induction of local angiotensin II-producing systems in stenotic aortic valves
Helske, S., Lindstedt, K. A., Laine, M., Mäyränpää, M. I., Werkkala, K., Lommi, J., Turto, H., Kupari, M. M., & Kovanen, P. T. (2004) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2004.07.054 · Cited by 221 · see citing works
Fu, J., Wolfs, M. G. M., Deelen, P., Westra, H.-J., Fehrmann, R. S. N., Meerman, G. J. T., Buurman, W. A., Rensen, S. S., Groen, H. J. M., Weersma, R. K., et al. (2012) · PLoS Genetics · doi:10.1371/journal.pgen.1002431 · Cited by 216 · see citing works
Molecular and Cellular Aspects of Calcific Aortic Valve Disease
Towler, D. A. (2013) · Circulation Research · doi:10.1161/circresaha.113.300155 · Cited by 193 · see citing works
Johnson, A. D., Newton‐Cheh, C., Chasman, D. I., Ehret, G., Johnson, T., Rose, L. M., Rice, K. M., Verwoert, G. C., Launer, L. J., Gudnason, V. G., et al. (2011) · Hypertension · doi:10.1161/hypertensionaha.110.158667 · Cited by 191 · see citing works
Calcific aortic stenosis: an update
Rajamannan, N. M., Bonow, R. O., & Rahimtoola, S. H. (2007) · Nature Clinical Practice Cardiovascular Medicine · doi:10.1038/ncpcardio0827 · Cited by 176 · see citing works
El Husseini, D., Boulanger, M.-C., Mahmut, A., Bouchareb, R., Laflamme, M.-H., Fournier, D., Pibarot, P., Bossé, Y., & Mathieu, P. (2014) · Journal of Molecular and Cellular Cardiology · doi:10.1016/j.yjmcc.2014.02.014 · Cited by 150 · see citing works
Self-citationBossé, Y., Miqdad, A., Fournier, D., Pépin, A., Pibarot, P., & Mathieu, P. (2009) · Circulation: Cardiovascular Genetics · doi:10.1161/circgenetics.108.820795 · Cited by 148 · see citing works
Self-citationGSA-SNP: a general approach for gene set analysis of polymorphisms
Nam, D., Kim, J., Kim, S., & Kim, S. (2010) · Nucleic Acids Research · doi:10.1093/nar/gkq428 · Cited by 130 · see citing works
Calcification of the aortic valve: Its progression and grading
Warren, B. A., & Yong, J. L. C. (1997) · Pathology · doi:10.1080/00313029700169315 · Cited by 98 · see citing works
Familial Aggregation of Calcific Aortic Valve Stenosis in the Western Part of France
Probst, V., Le Scouarnec, S., Legendre, A., Jousseaume, V., Jaafar, P., Nguyen, J.-M., Chaventré, A., Le Marec, H., & Schott, J.-J. (2006) · Circulation · doi:10.1161/circulationaha.105.569467 · Cited by 97 · see citing works
Oestrogen receptor α gene polymorphism is related to aortic valve sclerosis in postmenopausal women
Nordström, P., Glader, C. A., Dahlén, G., Birgander, L. S., Lorentzon, R., Waldenström, A. P., & Lorentzon, M. (2003) · Journal of Internal Medicine · doi:10.1046/j.1365-2796.2003.01179.x · Cited by 92 · see citing works
Quang, K. L., Bouchareb, R., Lachance, D., Laplante, M., Husseini, D. E., Boulanger, M., Fournier, D., Fang, X. P., Avramoglu, R. K., Pîbarot, P., et al. (2014) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/atvbaha.114.304205 · Cited by 55 · see citing works
Self-citationHennessey, J. A., Boczek, N. J., Jiang, Y.-H., Miller, J. D., Patrick, W. L., Pfeiffer, R. D., Sutphin, B. S., Tester, D. J., Barajas-Martínez, H., Ackerman, M. J., et al. (2014) · PLoS ONE · doi:10.1371/journal.pone.0106982 · Cited by 53 · see citing works
Valvular osteoclasts in calcification and aortic valve stenosis severity
Nagy, E., Eriksson, P. O., Yousry, M., Caidahl, K., Ingelsson, E., Hansson, G. K., Franco‐Cereceda, A., & Bäck, M. (2013) · International Journal of Cardiology · doi:10.1016/j.ijcard.2013.01.207 · Cited by 53 · see citing works
Evidence for a Heritable Component in Death Resulting From Aortic and Mitral Valve Diseases
Horne, B. D., Camp, N. J., Muhlestein, J. B., & Cannon‐Albright, L. (2004) · Circulation · doi:10.1161/01.cir.0000147189.85636.c3 · Cited by 53 · see citing works
(2013) · PubMed · Cited by 35 · see citing works
Self-citationReplication of Genetic Association Studies in Aortic Stenosis in Adults
Gaudreault, N., Ducharme, V., Lamontagne, M., Guauque-Olarte, S., Mathieu, P., Pîbarot, P., & Bossé, Y. (2011) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2011.06.050 · Cited by 35 · see citing works
Self-citationSehatzadeh, S., Doble, B., Xie, F., Blackhouse, G., Campbell, K., Kaulback, K., Chandra, K., & Goeree, R. A. (2013) · Europe PMC (PubMed Central) · Cited by 23 · see citing works
Wang, W., Pang, L., & Palade, P. (2010) · Journal of Vascular Research · doi:10.1159/000318776 · Cited by 9 · see citing works
Flagged first, then by citations
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Lindman, B. R., Clavel, M.-A., Mathieu, P., Iung, B., Lancellotti, P., Otto, C. M., & Pibarot, P. (2016) · Nature Reviews Disease Primers · doi:10.1038/nrdp.2016.6 · Cited by 982 · see citing works
Self-citationHadji, F., Boulanger, M., Guay, S., Gaudreault, N., Amellah, S., Mkannez, G., Bouchareb, R., Tremblay-Marchand, J., Nsaibia, M. J., Guauque-Olarte, S., et al. (2016) · Circulation · doi:10.1161/circulationaha.116.023116 · Cited by 223 · see citing works
Self-citationCardiovascular calcification: artificial intelligence and big data accelerate mechanistic discovery
Rogers, M. A., & Aïkawa, E. (2018) · Nature Reviews Cardiology · doi:10.1038/s41569-018-0123-8 · Cited by 173 · see citing works
Medical Treatment of Aortic Stenosis
Marquis‐Gravel, G., Redfors, B., Leon, M. B., & Généreux, P. (2016) · Circulation · doi:10.1161/circulationaha.116.023997 · Cited by 167 · see citing works
Thériault, S., Gaudreault, N., Lamontagne, M., Rosa, M., Boulanger, M.-C., Messika-Zeitoun, D., Clavel, M.-A., Capoulade, R., Dagenais, F., Pibarot, P., et al. (2018) · Nature Communications · doi:10.1038/s41467-018-03260-6 · Cited by 135 · see citing works
Self-citationGenome-wide analysis yields new loci associating with aortic valve stenosis
Helgadottir, A., Thorleifsson, G., Gretarsdottir, S., Stefansson, O. A., Tragante, V., Thorolfsdottir, R. B., Jonsdottir, I., Bjornsson, T., Steinthorsdottir, V., Verweij, N., et al. (2018) · Nature Communications · doi:10.1038/s41467-018-03252-6 · Cited by 125 · see citing works
Self-citationRole of oxidative stress in calcific aortic valve disease and its therapeutic implications
Greenberg, H. Z. E., Zhao, G., Shah, A. M., & Zhang, M. (2021) · Cardiovascular Research · doi:10.1093/cvr/cvab142 · Cited by 110 · see citing works
Multi-Omics Approaches to Define Calcific Aortic Valve Disease Pathogenesis
Blaser, M. C., Kraler, S., Lüscher, T. F., & Aikawa, E. (2021) · Circulation Research · doi:10.1161/circresaha.120.317979 · Cited by 109 · see citing works
Pathophysiology of Aortic Stenosis and Future Perspectives for Medical Therapy
Zheng, K. H., Tzolos, E., & Dweck, M. R. (2019) · Cardiology Clinics · doi:10.1016/j.ccl.2019.09.010 · Cited by 97 · see citing works
Dietary potassium regulates vascular calcification and arterial stiffness
Sun, Y., Byon, C. H., Yang, Y., Bradley, W. E., Dell’Italia, L. J., Sanders, P. W., Agarwal, A., Wu, H., & Chen, Y. (2017) · JCI Insight · doi:10.1172/jci.insight.94920 · Cited by 88 · see citing works
Voltage-Gated Calcium Channels in Nonexcitable Tissues
Pitt, G. S., Matsui, M., & Cao, C. (2020) · Annual Review of Physiology · doi:10.1146/annurev-physiol-031620-091043 · Cited by 71 · see citing works
Intraluminal valves: development, function and disease
Geng, X., Cha, B., Mahamud, M. R., & Srinivasan, R. S. (2017) · Disease Models & Mechanisms · doi:10.1242/dmm.030825 · Cited by 57 · see citing works
Zinc ameliorates human aortic valve calcification through GPR39 mediated ERK1/2 signalling pathway
Chen, Z., Gordillo-Martínez, F., Jiang, L., He, P., Hong, W., Wei, X., Staines, K. A., MacRae, V. E., Zhang, C., Yu, D., et al. (2020) · Cardiovascular Research · doi:10.1093/cvr/cvaa090 · Cited by 55 · see citing works
Proteomic architecture of valvular extracellular matrix
Bouchareb, R., Guauque-Olarte, S., Snider, J., Zaminski, D., Anyanwu, A., Stelzer, P., & Lebeche, D. (2021) · JACC: Basic to Translational Science · doi:10.1016/j.jacbts.2020.11.008 · Cited by 52 · see citing works
Self-citationPALMD regulates aortic valve calcification via altered glycolysis and NF-κB–mediated inflammation
Wang, S., Yu, H., Gao, J., Chen, J., He, P., Zhong, H., Tan, X., Staines, K. A., MacRae, V. E., Fu, X., et al. (2022) · Journal of Biological Chemistry · doi:10.1016/j.jbc.2022.101887 · Cited by 52 · see citing works
Chang, W., Lin, Y., Su, C., Peng, H., Chang, Y., Hsiao, J., Chen, C., Chang, J., Shieh, Y., Hsiao, M., et al. (2017) · Scientific Reports · doi:10.1038/srep41131 · Cited by 52 · see citing works
Mkannez, G., Gagné‐Ouellet, V., Nsaibia, M. J., Boulanger, M., Rosa, M., Argaud, D., Hadji, F., Gaudreault, N., Rhéaume, G., Bouchard, L., et al. (2018) · Cardiovascular Research · doi:10.1093/cvr/cvy111 · Cited by 39 · see citing works
Self-citationRole of Runx2 in Calcific Aortic Valve Disease in Mouse Models
Dharmarajan, S., Speer, M. Y., Pierce, K., Lally, J., Leaf, E. M., Lin, M.-E., Scatena, M., & Giachelli, C. M. (2021) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2021.687210 · Cited by 39 · see citing works
Familial Aggregation of Aortic Valvular Stenosis
Martinsson, A., Li, X., Zöller, B., Andell, P., Andersson, C., Sundquist, K., & Smith, J. G. (2017) · Circulation Cardiovascular Genetics · doi:10.1161/circgenetics.117.001742 · Cited by 38 · see citing works
Aortic Valve Stenosis and Mitochondrial Dysfunctions: Clinical and Molecular Perspectives
Pedriali, G., Morciano, G., Patergnani, S., Cimaglia, P., Morelli, M. C., Mikus, E., Ferrari, R., Gasbarro, V., Giorgi, C., Wieckowski, M. R., et al. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21144899 · Cited by 38 · see citing works
2020 Jeffrey M. Hoeg Award Lecture
Aïkawa, E., & Blaser, M. C. (2020) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/atvbaha.120.314704 · Cited by 34 · see citing works
A multi-omics view of the complex mechanism of vascular calcification
Qian, Y., Li, L., Sun, Z., Liu, J., Yuan, W., & Wang, Z. (2021) · Biomedicine & Pharmacotherapy · doi:10.1016/j.biopha.2020.111192 · Cited by 30 · see citing works
Pathobiology of Lp(a) in calcific aortic valve disease
Mathieu, P., Arsenault, B. J., Boulanger, M., Bossé, Y., & Koschinsky, M. L. (2017) · Expert Review of Cardiovascular Therapy · doi:10.1080/14779072.2017.1367286 · Cited by 29 · see citing works
Self-citationDuong, D., Gai, L., Snir, S., Kang, E. Y., Han, B., Sul, J. H., & Eskin, E. (2017) · Bioinformatics · doi:10.1093/bioinformatics/btx227 · Cited by 25 · see citing works
MMP-12–Induced pro-osteogenic responses in human aortic valve interstitial cells
Deng, X.-S., Meng, X., Li, F., Venardos, N., Fullerton, D., & Jaggers, J. (2019) · Journal of Surgical Research · doi:10.1016/j.jss.2018.09.005 · Cited by 24 · see citing works
Heat shock protein 90 is downregulated in calcific aortic valve disease
Weisell, J., Ohukainen, P., Näpänkangas, J. P., Ohlmeier, S., Bergmann, U., Peltonen, T. O., Taskinen, P., Ruskoaho, H. J., & Rysä, J. (2019) · BMC Cardiovascular Disorders · doi:10.1186/s12872-019-01294-2 · Cited by 22 · see citing works
Cassuto, N. G., Piquemal, D., Boitrelle, F., Larue, L., Lédée, N., Hatem, G., Ruoso, L., Bouret, D., Siffroi, J., Rouen, A., et al. (2021) · BioMed Research International · doi:10.1155/2021/1434546 · Cited by 18 · see citing works
Junco-Vicente, A., Solache-Berrocal, G., Río-García, Á. D., Rollé, V., Rodríguez, S. A., Morı́s, C., Martı́n, M., & Rodrı́guez, I. (2022) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2022.989539 · Cited by 18 · see citing works
Increased Ca2+ influx through CaV1.2 drives aortic valve calcification
Matsui, M., Bouchareb, R., Storto, M., Hussain, Y., Gregg, A., Marx, S. O., & Pitt, G. S. (2022) · JCI Insight · doi:10.1172/jci.insight.155569 · Cited by 17 · see citing works
Moreau, K., Clemenceau, A., Moing, V. L., Messika–Zeitoun, D., Andersen, P. S., Bruun, N. E., Skov, R. L., Couzon, F., Bouchiat, C., Erpelding, M., et al. (2018) · Frontiers in Microbiology · doi:10.3389/fmicb.2018.00640 · Cited by 17 · see citing works
Self-citationBardsley, E. N., Davis, H., Ajijola, O. A., Buckler, K. J., Ardell, J. L., Shivkumar, K., & Paterson, D. J. (2018) · Scientific Reports · doi:10.1038/s41598-018-26651-7 · Cited by 17 · see citing works
Bouhamida, E., Morciano, G., Pedriali, G., Ramaccini, D., Tremoli, E., Giorgi, C., Pinton, P., & Patergnani, S. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms241311105 · Cited by 16 · see citing works
Yin, F., Zhang, H., Guo, P., Wu, Y., Zhao, X., Li, F., Bian, C., Chen, C., Han, Y., & Liu, K. (2022) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2022.831561 · Cited by 14 · see citing works
Small, A. M., Yang, T.-Y., Itoh, S., Thériault, S., Dufresne, L., Kurosawa, R., Komuro, I., Matsuda, K., Vy, H. M. T., Farber-Eger, E. H., et al. (2026) · Nature Genetics · doi:10.1038/s41588-025-02417-6 · Cited by 12 · see citing works
Self-citationHe, W., Yang, H., Li, Y., Cui, Y., Wei, L., Xu, T., Li, Y., & Zhang, M. (2024) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2024.175398 · Cited by 11 · see citing works
Voicu, G., Mocanu, C. A., Safciuc, F., Anghelache, M., Deleanu, M., Cecoltan, S., Pinteală, M., Urîtu, C. M., Droc, I., Simionescu, M., et al. (2023) · Materials Today Bio · doi:10.1016/j.mtbio.2023.100620 · Cited by 11 · see citing works
Complement Upregulates Runx-2 to Induce Profibrogenic Change in Aortic Valve Interstitial Cells
Deng, X., Meng, X., Fullerton, D. A., Stone, M., & Jaggers, J. J. (2021) · The Annals of Thoracic Surgery · doi:10.1016/j.athoracsur.2020.12.058 · Cited by 9 · see citing works
Roston, T. M., Cunningham, T. C., Lehman, A., Laksman, Z., Krahn, A. D., & Sanatani, S. (2017) · Clinical Medicine Insights Cardiology · doi:10.1177/1179546817698134 · Cited by 9 · see citing works
Han, R. I., Hu, C. W., Loose, D. S., Yang, L., Li, L., Connell, J. P., Reardon, M. J., Lawrie, G. M., Qutub, A. A., Morrisett, J. D., et al. (2021) · Heart and Vessels · doi:10.1007/s00380-021-01975-z · Cited by 8 · see citing works
Ion Channels in the Development and Remodeling of the Aortic Valve
Simard, C., Aize, M., Chaigne, S., Bangando, H. M., & Guinamard, R. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms24065860 · Cited by 7 · see citing works
Association between NF-κB Pathway Gene Variants and sICAM1 Levels in Taiwanese
Wu, S., Teng, M., Er, L., Hsiao, W., Hsu, L., Yeh, C., Lin, J.-F., Lin, Y., Su, C.-W., & Ko, Y. (2017) · PLoS ONE · doi:10.1371/journal.pone.0169516 · Cited by 7 · see citing works
Peng, Z., Duan, Y., Zhong, S., Chen, J., Li, J., & He, Z. (2022) · BMC Nephrology · doi:10.1186/s12882-022-02823-6 · Cited by 6 · see citing works
Yu, C., Wu, D., Zhao, C., & Wu, C. (2022) · Disease Markers · doi:10.1155/2022/2022958 · Cited by 5 · see citing works
Genetics of Calcific Aortic Stenosis: A Systematic Review
Vassiliou, V. S., Johnson, N. J., Langlands, K., & Tsampasian, V. (2024) · Genes · doi:10.3390/genes15101309 · Cited by 5 · see citing works
Calcinosis: insights from other calcinoses
Tsakali, S. S., & Shanahan, C. M. (2020) · Current Opinion in Rheumatology · doi:10.1097/bor.0000000000000746 · Cited by 5 · see citing works
Kongthitilerd, P., Sharma, A. P., Guidry, H. E., Rong, W., Nguyen, J., Yao, S., Adisakwattana, S., & Cheng, H. (2021) · Archives of Oral Biology · doi:10.1016/j.archoralbio.2021.105169 · Cited by 4 · see citing works
Progress on long non-coding RNAs in calcific aortic valve disease
Shen, Y., Li, J., Zhao, Z., & Chen, X. (2025) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2025.1522544 · Cited by 4 · see citing works
Brodeur, A., Roy, V., Touzel‐Deschênes, L., Bianco, S., Droit, A., Fradette, J., Ruel, J., & Gros‐Louis, F. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25042291 · Cited by 4 · see citing works
Self-citationAize, M., Boilève, A., Roussel, B. D., Brard, L., Bangando, H. M., Kerevel, C., Lebrun, A., Messaoudi, H., Saplacan, V., Manrique, A., et al. (2025) · Journal of the American Heart Association · doi:10.1161/jaha.124.038542 · Cited by 3 · see citing works
Hess, J., Barysch, M. J., Seeli, C., Laube, J., Ghosh, A., Deinsberger, J., Weber, B., Hafner, J., & Meier-Schiesser, B. (2024) · Acta Dermato Venereologica · doi:10.2340/actadv.v104.40090 · Cited by 3 · see citing works
The potential role of miR-450a-1-3p in chromium-associated heart rate variability reduction
Chen, B., Song, J., Zhang, J., Ma, J., Zhou, M., & Chen, W. (2025) · Environmental Pollution · doi:10.1016/j.envpol.2025.126117 · Cited by 2 · see citing works
Wen-Hua, L. E. I., ZHANG, J.-L., Yan-Biao, L. I. A. O., Wang, Y., Xu, F., ZHANG, Y.-Y., Xu, Y., Zhou, J. W., HUANG, F.-Y., & Mao, C. H. E. N. (2025) · 老年心脏病学杂志:英文版 · doi:10.26599/1671-5411.2025.03.008 · Cited by 1 · see citing works
Target Discovery in Calcification Through Omics and Systems Approaches
Blaser, M. C., Halu, A., Saddic, L., Aikawa, M., & Aïkawa, E. (2020) · Contemporary cardiology · doi:10.1007/978-3-030-46725-8_23 · Cited by 1 · see citing works
Molecular Mechanisms of Aortic Valve Pathology
Mkannez, G., Argaud, D., Boulanger, M., & Mathieu, P. (2019) · Springer eBooks · doi:10.1007/978-3-7091-4874-7_5
Self-citationDifferential Mechanisms of Arterial and Valvular Calcification
Rogers, M. A., & Aïkawa, E. (2020) · Contemporary cardiology · doi:10.1007/978-3-030-46725-8_4
Csiki, D. M., Ababneh, H., Tóth, A., Lente, G., Szöőr, Á., Tóth, A., Fillér, C., Juhász, T., Nagy, B., Balogh, E., et al. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.02.08.527686
Wu, H.-Y., Chang, K.-J., Chiu, W., Wang, C.-C., Hsu, Y., Wen, Y.-C., Chiang, P.-H., Chen, Y., Dai, H.-J., Lu, C.-H., et al. (2024) · medRxiv · doi:10.1101/2024.07.29.24311167
Iurova, E. V., Rastorgueva, E. V., Beloborodov, E. A., Sugak, D. E., Pogodina, E. S., Fomin, A. N., & Saenko, Y. (2025) · Biomeditsinskaya Khimiya · doi:10.18097/pbmcr1553
Peng, Z., Duan, Y., Zhong, S., Chen, J., Li, J., & He, Z. (2022) · Figshare · doi:10.6084/m9.figshare.19817709
Peng, Z., Duan, Y., Zhong, S., Chen, J., Li, J., & He, Z. (2022) · Figshare · doi:10.6084/m9.figshare.19817700
Peng, Z., Duan, Y., Zhong, S., Chen, J., Li, J., & He, Z. (2022) · Figshare · doi:10.6084/m9.figshare.19817703
Peng, Z., Duan, Y., Zhong, S., Chen, J., Li, J., & He, Z. (2022) · Figshare · doi:10.6084/m9.figshare.19817697
Peng, Z., Duan, Y., Zhong, S., Chen, J., Li, J., & He, Z. (2022) · Figshare · doi:10.6084/m9.figshare.19817706
Peng, Z., Duan, Y., Zhong, S., Chen, J., Li, J., & He, Z. (2022) · Figshare · doi:10.6084/m9.figshare.19817712
Liu, D., Wang, J., Fang, Y., Xu, K., Liu, H., Yan, C., Liu, D., & Han, Y. (2026) · Scientific Reports · doi:10.1038/s41598-026-45986-0
Relations between aortic valve calcification and telomere lenght dynamics
Saraieva, I. (2020) · theses.fr (ABES) · doi:10.70675/c98af202z0365z444bz8ee1z337555d97246
Wang, F., Duan, M.-J., Guo, H., Yu, J.-Q., Liu, F., Aisikeer, N., Ma, Y. T., & Xie, X. J. (2026) · Hereditas · doi:10.1186/s41065-026-00675-w
Moccia, F. D., & Soda, T. (2026) · Biomedicines · doi:10.3390/biomedicines14071418
Sakamoto, H., Sakaue, T., Hamaguchi, M., Nakao, Y., Kurata, M., Iwase, A., Kurihara, H., Kiriyama, Y., Fukunishi, T., Kurobe, H., et al. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.09.21.753362
Ferreira, S. M., Üstünkaya, T., Siddiqui, M., Kukendrarajah, K., Schmidt, F., Ahmed, R., Khanji, M. Y., Chahal, A., Verwerft, J., & Providencia, R. A. (2026) · EBioMedicine · doi:10.1016/j.ebiom.2026.106499
- Authors
- Guauque-Olarte, S., Messika-Zeitoun, D., Droit, A., Lamontagne, M., Tremblay-Marchand, J., Lavoie-Charland, E., Gaudreault, N., Arsenault, B. J., Dubé, M.-P., Tardif, J.-C., Body, S. C., Seidman, J. G., Boileau, C., Mathieu, P., Pibarot, P., & Bossé, Y.
- Affiliations
- Brigham and Women's Hospital (US)
- From the Centre de recherche Institut universitaire de cardiologie et de pneumologie de Québec, Quebec, Canada (S.G.-O., M.L., J.T.-M., E.L.-C., N.G., P.M., P.P., Y.B.); Departments of Molecular Medicine (A.D., Y.B.), Surgery (P.M.), and Medicine (P.P.), Laval University, Quebec, Canada; Cardiology Department, AP-HP, Bichat Hospital, Paris, France (D.M.-Z.); INSERM U698, Paris, France (D.M.-Z.); Département de Génétique, Hôpital Bichat, 75018 Paris, France (C.B.); Centre de Recherche du CHUQ, Quebec...
- ORCID
- Venue
- Circulation: Cardiovascular Genetics
- Published
- 2015-12
- Volume
- 8
- Issue
- 6
- Pages
- 812-822
- ISSN
- 1942-325X (ISSN-L)
- 1942-3268
- PMC
- PMC4934886
- OpenAlex
- W2174239754
- Cited by
- 72
- References
- 47
- Citations by year
- 2026: 5 · 2025: 6 · 2024: 5 · 2023: 4 · 2022: 12 · 2021: 10 · 2020: 8 · 2019: 3 · 2018: 8 · 2017: 8 · 2016: 3
- FWCI
- 4.61
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Circulation Cardiovascular Genetics (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Corpus Université Laval (Université Laval) (submittedVersion)
- Funders
- Canadian Institutes of Health Research (MOP-245048, MOP102481, MOP79342, MOP137058)
- National Heart, Lung, and Blood Institute (R01HL114823)
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac Valve Diseases and Treatments
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac electrophysiology and arrhythmias
- Keywords
- calcific aortic stenosis, Runx2, CACNA1C, calcium signaling, genetic susceptibility, single nucleotide polymorphisms, expression quantitative trait loci, voltage-gated calcium channels, osteogenic transcription factors
- MeSH terms
- Aortic Valve, Aortic Valve Stenosis, Calcinosis, Female, Humans, Male, Case-Control Studies, Calcium Signaling, Polymorphism, Single Nucleotide, Calcium Channels, L-Type, Databases, Genetic, Core Binding Factor Alpha 1 Subunit, Genome-Wide Association Study
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