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Rac2 Modulates Atherosclerotic Calcification by Regulating Macrophage Interleukin-1β Production
Open accessAbstract
Objective—: The calcium composition of atherosclerotic plaque is thought to be associated with increased risk for cardiovascular events, but whether plaque calcium itself is predictive of worsening clinical outcomes remains highly controversial. Inflammation is likely a key mediator of vascular calcification, but immune signaling mechanisms that promote this process are minimally understood. Approach and Results—: Here, we identify Rac2 as a major inflammatory regulator of signaling that directs plaque osteogenesis. In experimental atherogenesis, Rac2 prevented progressive calcification through its suppression of Rac1-dependent macrophage interleukin-1β (IL-1β) expression, which in turn is a key driver of vascular smooth muscle cell calcium deposition by its ability to promote osteogenic transcriptional programs. Calcified coronary arteries from patients revealed decreased Rac2 expression but increased IL-1β expression, and high coronary calcium burden in patients with coronary artery disease was associated with significantly increased serum IL-1β levels. Moreover, we found that elevated IL-1β was an independent predictor of cardiovascular death in those subjects with high coronary calcium burden. Conclusions—: Overall, these studies identify a novel Rac2-mediated regulation of macrophage IL-1β expression, which has the potential to serve as a powerful biomarker and therapeutic target for atherosclerosis.
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TL;DR
Rac2 suppresses macrophage IL-1β production by limiting Rac1 activity, and loss of Rac2 promotes atherosclerotic calcification in mice. In humans, calcified coronary plaque has lower Rac2 and higher IL-1β, and elevated serum IL-1β predicts cardiovascular death in patients with high coronary calcium burden.
Key findings
- In ApoE−/− mice on high-fat diet, aortic calcification rose modestly to 14 weeks then dramatically between 14 and 21 weeks; Rac2 expression initially tracked macrophage influx but fell at 21 weeks despite sustained F4/80, while IL-1β increased significantly between 14 and 21 weeks.
- Human calcified coronary segments had significantly reduced Rac2 mRNA and increased IL-1β expression, with unchanged Rac1 and CSF1R; Rac2−/−ApoE−/− mice showed increased macrocalcification, osteogenic genes RUNX2/SOX9/OSX/MSX2, and ALP.
- Bone marrow transplantation showed the calcification phenotype tracked with hematopoietic Rac2: Rac2−/− marrow into Rac2+/+ recipients increased calcification, while Rac2+/+ marrow into Rac2−/− recipients decreased it; serum IL-1β was elevated in mice receiving Rac2−/− marrow.
- In human stable CAD, serum IL-1β correlated with CACS; high calcium burden had HR 4.88 (95% CI 1.03–22.98, P=0.045) for cardiovascular events (10 total: 6 sudden cardiac deaths, 1 STEMI, 2 NSTEMI, 1 ACS), and all events occurred in subjects with IL-1β >1.8 pg/ml.
Methods
- Mouse studies used ApoE−/− and Rac2−/−ApoE−/− mice on high-fat diet, with near-infrared bisphosphonate imaging, microCT, histology, RNA/protein analyses, bone marrow transplantation, BMDMs, MASMCs, and IL-1ra treatment.
- Human studies analyzed coronary segments from explanted hearts of patients undergoing orthotopic heart transplant for ischemic cardiomyopathy, classified as calcified vs noncalcified by noncontrast CT Agatston criteria and EVG staining; a separate chronic stable CAD cohort had serum IL-1β measured and coronary artery calcium scoring by non-ECG-gated non-contrast chest CT.
- Main analyses compared expression/calcification between groups, tested IL-1β signaling dependence with inhibitors/genetic deletion, and assessed clinical associations/outcomes including hazard ratio.
Limitations
- The paper states the human clinical analysis requires further study because the sample size is small and the analysis is retrospective.
- Evident from the text: mechanistic cause-effect conclusions rely heavily on mouse models and cell culture, while human data are associative; the human coronary expression analysis uses explanted hearts from transplant patients, which may not represent broader CAD populations.
- Methods details are in the online-only Data Supplement, so the main text alone does not allow full assessment of experimental procedures.
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70 Own result · 27 Not checked yet · 19 Own interpretation · 4 Own method · 1 Sources not found
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Of note, IL-1β expression was found to be significantly increased in the coronary artery segments containing calcified plaque in a manner consistent with the animal model (Fig. 1J).”
§ Rac2 Modulates Atherosclerotic Calcification by Regulating Macrophage IL-1β Production > Results > Calcified plaque is associated with increased IL-1β and decreased Rac2 expression
plainstates an association- Asserted: passes — The authors put it forward as true.
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In the paper
“Rac2−/−ApoE−/− aortas contained additional areas of hyperattenuation indicative of macrocalcification along the lesser curvature of the aortic arch (Fig. 2A, upper panels, yellow arrows), which was further confirmed by quantification of Alizarin Red staining (Fig. 2A, lower panels, and 2B).”
§ Rac2 Modulates Atherosclerotic Calcification by Regulating Macrophage IL-1β Production > Results > Rac2 deletion leads to increased plaque calcification
plainstates an association- Asserted: passes — The authors put it forward as true.
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In the paper
“Hematoxylin and eosin staining of aortic sinus plaque and quantification of plaque area revealed similar plaque burden in Rac2+/+ApoE−/− and Rac2−/−ApoE−/− mice (Fig. ID,E).”
§ Rac2 Modulates Atherosclerotic Calcification by Regulating Macrophage IL-1β Production > Results > Rac2 deletion does not affect serum cholesterol or plaque lipid composition
plain- Asserted: passes — The authors put it forward as true.
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In the paper
“elevated IL-1β was an independent predictor of cardiovascular death in those subjects with high coronary calcium burden.”
§ Rac2 Modulates Atherosclerotic Calcification by Regulating Macrophage IL-1β Production > Abstract > Approach and Results
plainstates an association- Asserted: passes — The authors put it forward as true.
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In the paper
“In experimental atherogenesis, Rac2 prevented progressive calcification through its suppression of Rac1-dependent macrophage IL-1β expression”
- Also stated in: § Rac2 deletion leads to increased plaque calcification · plain
“Rac2−/−ApoE−/− aortas from mice on HFD for 14 weeks revealed significant increases in relative calcification over mice fed normal chow or control mice on a HFD.”
§ Rac2 Modulates Atherosclerotic Calcification by Regulating Macrophage IL-1β Production > Abstract > Approach and Results
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- Also stated in: § Rac2 deletion leads to increased plaque calcification · plain
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Citations
Cites
2013 ACCF/AHA Guideline for the Management of Heart Failure
Yancy, C. W., Jessup, M., Bozkurt, B., Butler, J., Casey, D. E., Drazner, M. H., Fonarow, G. C., Geraci, S. A., Horwich, T., Januzzi, J. L., et al. (2013) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2013.05.019 · Cited by 12,536
Quantification of coronary artery calcium using ultrafast computed tomography
Agatston, A. S., Janowitz, W. R., Hildner, F. J., Zusmer, N. R., Viamonte, M., & Detrano, R. (1990) · Journal of the American College of Cardiology · doi:10.1016/0735-1097(90)90282-t · Cited by 7,786
A New Initiative on Precision Medicine
Collins, F. S., & Varmus, H. (2015) · New England Journal of Medicine · doi:10.1056/nejmp1500523 · Cited by 5,202
2013 ACC/AHA Guideline on the Assessment of Cardiovascular Risk
Goff, D. C., Lloyd-Jones, D. M., Bennett, G., Coady, S., D’Agostino, R. B., Gibbons, R., Greenland, P., Lackland, D. T., Levy, D., O’Donnell, C. J., et al. (2014) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2013.11.005 · Cited by 4,945
NLRP3 inflammasomes are required for atherogenesis and activated by cholesterol crystals
Duewell, P., Kono, H., Rayner, K. J., Sirois, C. M., Vladimer, G., Bauernfeind, F. G., Abela, G. S., Franchi, L., Nuñez, G., Schnurr, M., et al. (2010) · Nature · doi:10.1038/nature08938 · Cited by 4,026
Goff, D. C., Lloyd-Jones, D. M., Bennett, G., Coady, S., D’Agostino, R. B., Gibbons, R., Greenland, P., Lackland, D. T., Levy, D., O’Donnell, C. J., et al. (2014) · Circulation · doi:10.1161/01.cir.0000437741.48606.98 · Cited by 3,697
From Vulnerable Plaque to Vulnerable Patient
Naghavi, M., Libby, P., Falk, E., Casscells, S. W., Litovsky, S. H., Rumberger, J. A., Badimón, J. J., Stefanadis, C., Moreno, P., Pasterkamp, G., et al. (2003) · Circulation · doi:10.1161/01.cir.0000087481.55887.c9 · Cited by 2,679
From Vulnerable Plaque to Vulnerable Patient
Naghavi, M., Libby, P., Falk, E., Casscells, S. W., Litovsky, S. H., Rumberger, J. A., Badimón, J. J., Stefanadis, C., Moreno, P., Pasterkamp, G., et al. (2003) · Circulation · doi:10.1161/01.cir.0000087480.94275.97 · Cited by 2,298
Mammalian Rho GTPases: new insights into their functions from in vivo studies
Heasman, S. J., & Ridley, A. J. (2008) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm2476 · Cited by 1,871
Motoyama, S., Sarai, M., Harigaya, H., Anno, H., Inoue, K., Hara, T., Naruse, H., Ishii, J., Hishida, H., Wong, N. D., et al. (2009) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2009.02.068 · Cited by 1,436
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Durham, A. L., Speer, M. Y., Scatena, M., Giachelli, C. M., & Shanahan, C. M. (2018) · Cardiovascular Research · doi:10.1093/cvr/cvy010 · Cited by 1,172
Vascular smooth muscle cells in atherosclerosis
Basatemur, G. L., Jørgensen, H. F., Clarke, M. C. H., Bennett, M. R., & Mallat, Z. (2019) · Nature Reviews Cardiology · doi:10.1038/s41569-019-0227-9 · Cited by 1,099
Vascular Calcification—New Insights into Its Mechanism
Lee, S., Lee, I. K., & Jeon, J. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21082685 · Cited by 475
Macrophages in cardiovascular diseases: molecular mechanisms and therapeutic targets
Chen, R., Zhang, H., Tang, B., Luo, Y., Yang, Y., Zhong, X., Chen, S., Xu, X., Huang, S., & Liu, C. (2024) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-024-01840-1 · Cited by 434
Aortic Valve Stenosis: From Basic Mechanisms to Novel Therapeutic Targets
Goody, P. R., Hosen, M. R., Christmann, D., Niepmann, S. T., Zietzer, A., Adam, M., Bönner, F., Zimmer, S., Nickenig, G., & Jansen, F. (2020) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/atvbaha.119.313067 · Cited by 373
Zhang, X., Li, Y., Yang, P., Liu, X., Lu, L., Chen, Y., Zhong, X., Li, Z., Liu, H., Ou, C., et al. (2020) · Arteriosclerosis, Thrombosis, and Vascular Biology · doi:10.1161/atvbaha.119.313414 · Cited by 291
Plaque Calcification During Atherosclerosis Progression and Regression
Shioi, A., & Ikari, Y. (2017) · Journal of Atherosclerosis and Thrombosis · doi:10.5551/jat.rv17020 · Cited by 285
Milutinović, A., Šuput, D., & Zorc‐Pleskovič, R. (2019) · Bosnian Journal of Basic Medical Sciences · doi:10.17305/bjbms.2019.4320 · Cited by 227
Adipokines, adiposity, and atherosclerosis
Liu, L., Shi, Z., Ji, X., Zhang, W., Luan, J., Zahr, T., & Qiang, L. (2022) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-022-04286-2 · Cited by 192
Reactive Oxygen Species Generation and Atherosclerosis
Nowak, W. N., Deng, J., Ruan, X. Z., & Xu, Q. (2017) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/atvbaha.117.309228 · Cited by 189
Macrophage Plasticity and Atherosclerosis Therapy
Lin, P. C., Ji, H., Li, Y., & Guo, S. (2021) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2021.679797 · Cited by 173
The role of smooth muscle cells in plaque stability: Therapeutic targeting potential
Harman, J. J., & Jørgensen, H. F. (2019) · British Journal of Pharmacology · doi:10.1111/bph.14779 · Cited by 160
Cardiovascular Calcification Heterogeneity in Chronic Kidney Disease
Hutcheson, J. D., & Goettsch, C. (2023) · Circulation Research · doi:10.1161/circresaha.123.321760 · Cited by 133
The Inhibitory Roles of Vitamin K in Progression of Vascular Calcification
Shioi, A., Morioka, T., Shoji, T., & Emoto, M. (2020) · Nutrients · doi:10.3390/nu12020583 · Cited by 121
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Vogt, I., Haffner, D., & Leifheit‐Nestler, M. (2019) · Toxins · doi:10.3390/toxins11110647 · Cited by 102
Siracusa, C., Carabetta, N., Morano, M. B., Manica, M., Strangio, A., Sabatino, J., Leo, I., Castagna, A., Cianflone, E., Torella, D., et al. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms252313096 · Cited by 90
Mitochondrial Dysfunction: Cause or Consequence of Vascular Calcification?
Phadwal, K., Vrahnas, C., Ganley, I. G., & MacRae, V. E. (2021) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2021.611922 · Cited by 88
Innate and adaptive immunity in cardiovascular calcification
Passos, L. S. A., Lupieri, A., BECKER-GREENE, D. R., & Aïkawa, E. (2020) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2020.02.016 · Cited by 82
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Healy, A. L., Berus, J. M., Christensen, J. L., Lee, C. F., Mantsounga, C., Dong, W., Watts, J., Assali, M., Ceneri, N. M., Nilson, R., et al. (2020) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/atvbaha.119.313832 · Cited by 78
Self-citationRegulation of Vascular Calcification by Reactive Oxygen Species
Tóth, A., Balogh, E., & Jeney, V. (2020) · Antioxidants · doi:10.3390/antiox9100963 · Cited by 76
Oxidative stress in vascular calcification
Hu, C.-T., Shao, Y.-D., Liu, Y., Xiao, X., Cheng, Z.-B., Qu, S.-L., Huang, L., & Zhang, C. (2021) · Clinica Chimica Acta · doi:10.1016/j.cca.2021.04.012 · Cited by 75
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Quaglino, D., Boraldi, F., & Lofaro, F. D. (2020) · International review of cytology · doi:10.1016/bs.ircmb.2020.02.007 · Cited by 65
Role of Macrophages in the Progression and Regression of Vascular Calcification
Li, Y., Sun, Z., Zhang, L., Yan, J., Shao, C., Jing, L., Li, L., & Wang, Z. (2020) · Frontiers in Pharmacology · doi:10.3389/fphar.2020.00661 · Cited by 62
Broeders, W., Bekkering, S., Messaoudi, S. E., Joosten, L. A. B., van Royen, N., & Riksen, N. P. (2022) · Basic Research in Cardiology · doi:10.1007/s00395-022-00935-6 · Cited by 61
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Zhang, C., Zhang, K., Huang, F., Feng, W., Chen, J., Zhang, H., Wang, J., Luo, P., & Huang, H. (2018) · Journal of Cellular and Molecular Medicine · doi:10.1111/jcmm.13692 · Cited by 61
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Jeon, Y. K., Shin, M. J., Saini, S. K., Custodero, C., Aggarwal, M., Anton, S. D., Leeuwenburgh, C., & Mankowski, R. T. (2021) · Experimental Gerontology · doi:10.1016/j.exger.2020.111220 · Cited by 60
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Lin, A., Miano, J. M., Fisher, E. A. A., & Misra, A. (2024) · Nature Cardiovascular Research · doi:10.1038/s44161-024-00569-y · Cited by 59
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Waring, O. J., Skenteris, N. T., Biessen, E. A. L., & Donners, M. M. P. C. (2021) · Cardiovascular Research · doi:10.1093/cvr/cvab301 · Cited by 56
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Jiang, X., Wang, F., Wang, Y., Gisterå, A., Roy, J., Paulsson‐Berne, G., Hedin, U., Lerman, A., Hansson, G. K., Herrmann, J., et al. (2019) · JACC Basic to Translational Science · doi:10.1016/j.jacbts.2019.02.007 · Cited by 42
IL-1β in atherosclerotic vascular calcification: From bench to bedside
Shen, J., Zhao, M., Zhang, C., & Sun, X. (2021) · International Journal of Biological Sciences · doi:10.7150/ijbs.66537 · Cited by 38
Cheng, X. W., Narisawa, M., Wang, H., & Piao, L. (2023) · Cell & Bioscience · doi:10.1186/s13578-023-01040-4 · Cited by 35
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Kang, J., Kawano, T., Murata, M., & Toita, R. (2023) · Life Sciences · doi:10.1016/j.lfs.2023.122309 · Cited by 35
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Shobeiri, N., & Bendeck, M. P. (2017) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/atvbaha.116.308724 · Cited by 33
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Yang, S., Zeng, Z., Yuan, Q., Chen, Q., Zuo, W., Xie, H., & Liu, J. (2023) · Molecular Biomedicine · doi:10.1186/s43556-023-00146-y · Cited by 32
Macrì, F., Vigorito, I., Castiglione, S., Faggiano, S., Casaburo, M., Fanotti, N., Piacentini, L., Vigetti, D., Vinci, M. C., & Raucci, A. (2023) · Biomolecules · doi:10.3390/biom14010029 · Cited by 31
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Reinhold, S., Blankesteijn, W. M., & Foulquier, S. (2020) · Cells · doi:10.3390/cells9122658 · Cited by 31
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Liang, Y., Chen, G., Zhang, F., Yang, X., Chen, Y., Duan, Y., Yu, M., Zhang, S., & Han, J. (2021) · Antioxidants · doi:10.3390/antiox10060916 · Cited by 30
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Ngamdu, K. S., Ghosalkar, D. S., Chung, H. E., Christensen, J. L., Lee, C. F., Butler, C. A., Ho, T., Chu, A., Heath, J. R., Baig, M., et al. (2023) · PLoS ONE · doi:10.1371/journal.pone.0289111 · Cited by 29
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Cao, Y.-C., Shan, S., Guo, B., Li, C., Li, F., Zheng, M.-H., Xu, Q.-S., Wang, Y., Lei, L.-M., Tang, K.-X., et al. (2022) · Frontiers in Endocrinology · doi:10.3389/fendo.2022.863708 · Cited by 27
The comparative biochemistry of viruses and humans: an evolutionary path towards autoimmunity
Kanduc, D. (2018) · Biological Chemistry · doi:10.1515/hsz-2018-0271 · Cited by 25
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Lee, C. F., Carley, R., Butler, C. A., & Morrison, A. (2021) · Cells · doi:10.3390/cells10112808 · Cited by 25
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Rapp, N., Evenepoel, P., Stenvinkel, P., & Schurgers, L. J. (2020) · Toxins · doi:10.3390/toxins12100624 · Cited by 25
Inflammation-associated ectopic mineralization
Song, J., Liu, M., Ma, Y., Wan, Q., Li, J., Diao, X., & Niu, L. (2022) · Fundamental Research · doi:10.1016/j.fmre.2022.04.020 · Cited by 24
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Wu, C., Daugherty, A., & Lu, H. S. (2019) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/atvbaha.119.312001 · Cited by 23
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Jia, J., Zhang, J., He, Q., Wang, M., Liu, Q., Wang, T., Chen, X., Wang, W., & Xu, H. Y. (2023) · Nutrition Journal · doi:10.1186/s12937-023-00889-y · Cited by 22
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Zhang, Y., Di, X., Chen, G., Liu, J., Zhang, B., Feng, L., Cheng, S., & Wang, Y. (2021) · PubMed · Cited by 20
Xie, F., Cui, Q.-K., Wang, Z., Liu, B., Qiao, W., Li, N., Cheng, J., Hou, Y.-M., Dong, X.-Y., Wang, Y., et al. (2021) · Journal of Molecular and Cellular Cardiology · doi:10.1016/j.yjmcc.2021.07.011 · Cited by 20
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Lu, H. S., Schmidt, A. M., Hegele, R. A., Mackman, N., Rader, D. J., Weber, C., & Daugherty, A. (2018) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/atvbaha.118.311717 · Cited by 20
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Sakamoto, A., Virmani, R., & Finn, A. V. (2018) · Current Opinion in Cardiology · doi:10.1097/hco.0000000000000558 · Cited by 18
Lee, G.-L., Liao, T.-L., Wu, J.-Y., Wu, K. K., & Kuo, C.-C. (2021) · Journal of Biomedical Science · doi:10.1186/s12929-021-00771-1 · Cited by 17
Kurt, Z., Cheng, J. Y., McQuillen, C. N., Saleem, Z., Hsu, N., Jiang, N., Barrere-Cain, R., Pan, C., Franzén, O., Koplev, S., et al. (2023) · eLife · doi:10.7554/elife.88266 · Cited by 16
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Yang, P., Cai, Z., Wu, K., Hu, Y., Liu, L., & Liao, M. (2019) · Experimental Physiology · doi:10.1113/ep087705 · Cited by 15
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Ma, N., Du, H., Ma, G., Yang, W., Han, Y., Hu, Q., & Xiao, H. (2020) · Journal of Agricultural and Food Chemistry · doi:10.1021/acs.jafc.0c00219 · Cited by 13
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Stevens, T. W., Khalaf, F. K., Soehnlen, S. M., Hegde, P., Storm, K., Meenakshisundaram, C., Dworkin, L. D., Malhotra, D. K., Haller, S. T., Kennedy, D. J., et al. (2022) · Biomedicines · doi:10.3390/biomedicines10071579 · Cited by 13
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Zhu, W., Yang, S., Chen, Z., Yang, X., Liang, Z., & Chen, Y. (2026) · iNew Medicine · doi:10.1002/inm3.70035 · Cited by 12
Cong, P., Tong, C., Mao, S., Shi, L., Shi, X., Liu, Y., Jin, H., Liu, Y., & Hou, M. (2022) · Oxidative Medicine and Cellular Longevity · doi:10.1155/2022/8407635 · Cited by 12
Viegas, C., Carreira, J., Maia, T. M., Macedo, A. L., Matos, A., Neves, J., & Simes, D. C. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms252212406 · Cited by 11
Ren, J.-L., Hou, Y.-L., Ni, X.-Q., Zhu, Q., Chen, Y., Zhang, L., Liu, X., Xue, C.-D., Wu, N., Yu, Y.-R., et al. (2019) · Journal of Cardiovascular Pharmacology and Therapeutics · doi:10.1177/1074248419885633 · Cited by 11
Jiang, X. H., Chen, Y., Ding, Y. Y., Qiu, H., Zhou, D., & Qiu, C. L. (2020) · Medical Science Monitor · doi:10.12659/msm.919150 · Cited by 11
Effects of Eicosapentaenoic Acid on Arterial Calcification
Saito, Y., Nakamura, K., & Ito, H. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21155455 · Cited by 11
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Wang, T., Zhou, J., Zhang, X., Wu, Y., Jin, K., Wang, Y., Xu, R., Yang, G., Li, W., & Jiao, L. (2022) · Aging and Disease · doi:10.14336/ad.2022.0824 · Cited by 11
Siamwala, J. H., Zhao, A., Barthel, H., Pagano, F. S., Gilbert, R., & Rounds, S. (2020) · Physiological Reports · doi:10.14814/phy2.14532 · Cited by 11
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Tu, P., Xu, Q., Zhou, X., Villa-Roel, N., Kumar, S., Dong, N., Jo, H., Ou, C., & Lin, Z. (2023) · Cell Communication and Signaling · doi:10.1186/s12964-022-01020-0 · Cited by 10
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Teng, Y., Xu, Y., Lv, P., Song, L., Yang, J., Yang, J., Guo, X., Wang, S., Hou, S., Lv, Q., et al. (2024) · Chemical Engineering Journal · doi:10.1016/j.cej.2024.150549 · Cited by 10
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Fujimoto, K., Shioi, A., Miki, Y., Kakutani, Y., Morioka, T., Shoji, T., Emoto, M., & Inaba, M. (2019) · The Tohoku Journal of Experimental Medicine · doi:10.1620/tjem.249.275 · Cited by 10
Chen, R., Xu, Y., Zhong, W. H., Li, B., Yang, P., Wang, Z. Q., Shao, C., Wang, C. P., & Yan, J. C. (2018) · Mediators of Inflammation · doi:10.1155/2018/8407137 · Cited by 10
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Lin, Q., & Geng, B. (2022) · Antioxidants · doi:10.3390/antiox11122356 · Cited by 9
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Ban, X., Li, Z., Duan, Y., Xu, K., Xiong, J., & Tu, Y. (2022) · European Journal of Radiology · doi:10.1016/j.ejrad.2022.110601 · Cited by 9
Wang, C., Liang, Q., He, S., Zhu, J., Lin, X., Lin, G., Wu, D., Zhang, W., & Wang, Z. (2023) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2023.1258230 · Cited by 9
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Thiriet, M. (2018) · Biomathematical and biomechanical modeling of the circulatory and ventilatory systems · doi:10.1007/978-3-319-89315-0_2 · Cited by 8
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Ponomarenko, M. P., Рассказов, Д. А., Чадаева, И. В., Sharypova, E. B., Drachkova, I. A., Пономаренко, П. М., Ощепкова, Е. А., Savinkova, L. K., & Kolchanov, N. A. (2019) · Russian Journal of Genetics · doi:10.1134/s1022795419090114 · Cited by 7
Yang, J., Shangguan, Q., Xie, G., Yang, M. J., & Sheng, G. (2023) · Scientific Reports · doi:10.1038/s41598-023-42959-5 · Cited by 7
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Abudureheman, D., Janaerbieke, S., Song, Y., Han, S., Yimaer, W., & Wang, H. (2025) · Cardiology · doi:10.1159/000546190 · Cited by 7
Sun, Y., Zhang, H., & Tian, W. (2022) · Nutrition Journal · doi:10.1186/s12937-022-00782-0 · Cited by 7
Jijia, S., Liu, B., Yuan, Y., Zhang, L., & Wang, J. (2022) · Frontiers in Bioscience-Landmark · doi:10.31083/j.fbl2709267 · Cited by 7
Sun, X., Zheng, Y., Xie, L., Zhou, Y., Liu, R., Ma, Y., Zhao, M., & Liu, Y. (2023) · Experimental Cell Research · doi:10.1016/j.yexcr.2023.113803 · Cited by 7
Nam, U., Kim, J., Yi, H., & Jeon, J. S. (2024) · Advanced Healthcare Materials · doi:10.1002/adhm.202302682 · Cited by 7
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The role of macrophages in vascular calcification: strategies for diagnosis and treatment
Sheng, Y., Qiu, Y., Wang, X., Shi, J., Yin, Z., Zhang, Z., Jiang, S., Zhang, J., Hu, X., & Hong, W. (2025) · Frontiers in Immunology · doi:10.3389/fimmu.2025.1724464 · Cited by 5
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Ramji, D. P., Chan, Y., Alahmadi, A., Alotibi, R., & Alshehri, N. (2022) · Methods in molecular biology · doi:10.1007/978-1-0716-1924-7_4 · Cited by 5
Gu, W., Wei, Y., Tang, Y., Zhang, S., Li, S., Shi, Y., Tang, F., Awad, A. M., Zhang, X., & Tang, F. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e19214 · Cited by 5
Yu, G., Zilundu, P. L. M., Xu, X., Li, Y., Zhou, Y., Zhong, K., Fu, R., & Zhou, L. (2019) · Neurochemistry International · doi:10.1016/j.neuint.2019.104611 · Cited by 5
Steggink, L. C., Boer, H., Meijer, C., Lefrandt, J. D., Terstappen, L. W. M. M., Fehrmann, R. S. N., & Gietema, J. A. (2020) · The Pharmacogenomics Journal · doi:10.1038/s41397-020-00191-8 · Cited by 5
Miyawaki, D., Yamada, H., Saburi, M., Wada, N., Motoyama, S., Sugimoto, T., Kubota, H., Wakana, N., Kami, D., Ogata, T., et al. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e10644 · Cited by 4
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Liu, S., Li, L., Wang, H., Tan, J., Wei, L., Weng, Y., & Chen, J. (2022) · Current Medicinal Chemistry · doi:10.2174/0929867330666221028144416 · Cited by 4
The multifaceted role of macrophages in cardiovascular calcification
Rattazzi, M., & Rosenfeld, M. E. (2018) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2018.01.046 · Cited by 4
Metadata
- Authors
- Ceneri, N., Zhao, L., Young, B. D., Healy, A., Coskun, S., Vasavada, H., Yarovinsky, T. O., Ike, K., Pardi, R., Qin, L., Qin, L., Tellides, G., Hirschi, K., Meadows, J., Soufer, R., Chun, H. J., Sadeghi, M. M., Bender, J. R., & Morrison, A. R.
- Affiliations
- Vita-Salute San Raffaele University (IT)
- From the Department of Internal Medicine (Section of Cardiovascular Medicine), VA Connecticut Healthcare System, West Haven (N.C., L.Z., A.H., L.Q., G.T., J.M., R.S., M.M.S., A.R.M.); Department of Medicine and Division of Cardiology, Providence VA Medical Center, RI (A.H., A.R.M.); Department of Internal Medicine (Section of Cardiovascular Medicine), Yale Cardiovascular Research Center, Yale University School of Medicine, New Haven, CT (N.C., L.Z., B.D.Y., A.H., S.C., H.V., T.O.Y., K.I., L.Q., L.Q....
- Corresponding author
- Ceneri, Nicolle
- Zhao, Lina
- ORCID
- Venue
- Arteriosclerosis, Thrombosis, and Vascular Biology
- Published
- 2017-02
- Volume
- 37
- Issue
- 2
- Pages
- 328-340
- ISSN
- 1079-5642 (ISSN-L)
- 1524-4636
- PMC
- PMC5269510
- OpenAlex
- W2551261660
- Cited by
- 124
- References
- 54
- Citations by year
- 2026: 10 · 2025: 8 · 2024: 15 · 2023: 18 · 2022: 16 · 2021: 14 · 2020: 17 · 2019: 14 · 2018: 8 · 2017: 4
- FWCI
- 3.73
- Type
- journal article
- Language
- en
- Open access
- green
- pmc.ncbi.nlm.nih.gov
- Locations
- Arteriosclerosis Thrombosis and Vascular Biology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Archivio Istituzionale della Ricerca - Università Vita-Salute San Raffaele (submittedVersion)
- Funders
- U.S. Department of Veterans Affairs (IK2BX002527)
- Swedish Orphan Biovitrum
- National Institutes of Health (UL1TR001863)
- National Heart, Lung, and Blood Institute (R01HL043331, R01HL113005, L30 HL115713, F32HL097422, R01HL128064, T32HL007950)
- National Cancer Institute (P30CA016359)
- National Institute of General Medical Sciences (P20GM103652)
- National Institute of Biomedical Imaging and Bioengineering (R01EB016629, UH3EB017103)
- National Center for Advancing Translational Sciences
- Topics
- Life Sciences › Immunology and Microbiology › Immunology › Atherosclerosis and Cardiovascular Diseases
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Cardiac Imaging and Diagnostics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Inflammasome and immune disorders
- Keywords
- Rac2, atherosclerotic calcification, vascular calcification, IL-1β, macrophages, Rac1, vascular smooth muscle cells, coronary artery disease, cardiovascular mortality, inflammation, biomarkers, therapeutic target
- MeSH terms
- RAC2 GTP-Binding Protein, Animals, Aorta, Aortic Diseases, Apolipoproteins E, Cells, Cultured, Coronary Artery Disease, Coronary Vessels, Female, Humans, Macrophages, Male, Mice, Inbred C57BL, Muscle, Smooth, Vascular, Neuropeptides, Phenotype, Prognosis, Transfection, Signal Transduction, Up-Regulation, Mice, Knockout, Inflammation Mediators, Genetic Predisposition to Disease, rac GTP-Binding Proteins, rac1 GTP-Binding Protein, Myocytes, Smooth Muscle, Atherosclerosis, Interleukin-1beta, Interleukin 1 Receptor Antagonist Protein, Plaque, Atherosclerotic, Vascular Calcification
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