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Transcriptome Analysis Reveals Nonfoamy Rather Than Foamy Plaque Macrophages Are Proinflammatory in Atherosclerotic Murine Models
Open accessAbstract
Rationale: Monocyte infiltration into the subintimal space and its intracellular lipid accumulation are the most prominent features of atherosclerosis. To understand the pathophysiology of atherosclerotic disease, we need to understand the characteristics of lipid-laden foamy macrophages in the subintimal space during atherosclerosis. Objective: We sought to examine the transcriptomic profiles of foamy and nonfoamy macrophages isolated from atherosclerotic intima. Methods and Results: Single-cell RNA sequencing analysis of CD45 + leukocytes from murine atherosclerotic aorta revealed that there are macrophage subpopulations with distinct differentially expressed genes involved in various functional pathways. To specifically characterize the intimal foamy macrophages of plaque, we developed a lipid staining–based flow cytometric method for analyzing the lipid-laden foam cells of atherosclerotic aortas. We used the fluorescent lipid probe BODIPY493/503 and assessed side-scattered light as an indication of cellular granularity. BODIPY hi SSC hi foamy macrophages were found residing in intima and expressing CD11c. Foamy macrophage accumulation determined by flow cytometry was positively correlated with the severity of atherosclerosis. Bulk RNA sequencing analysis showed that compared with nonfoamy macrophages, foamy macrophages expressed few inflammatory genes but many lipid-processing genes. Intimal nonfoamy macrophages formed the major population expressing IL (interleukin)-1β and many other inflammatory transcripts in atherosclerotic aorta. Conclusions: RNA sequencing analysis of intimal macrophages from atherosclerotic aorta revealed that lipid-loaded plaque macrophages are not likely the plaque macrophages that drive lesional inflammation.
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“This lack of classical pro-inflammatory signaling has been previously found in MS lesions by mass cytometry of microglia49 and matches the lipid-induced lysosomal phenotype described in other diseases14,18,50,51.”
From Foamy microglia link oxylipins to disease progression in multiple sclerosis (2026) · cites this paper as [51]
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“The concept that overloading macrophages with cytoplasmic cholesteryl ester droplets (that is, their transformation into foam cells) shifts the macrophage phenotype from highly pro-inflammatory to fat-storing with less pro-inflammatory potential has received strong support in the past year by elegant results obtained in murine models of atherosclerosis152.”
From Inflammation and its resolution in atherosclerosis: mediators and therapeutic opportunities (2019) · cites this paper as [152]
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Cites
Antiinflammatory Therapy with Canakinumab for Atherosclerotic Disease
Ridker, P. M., Everett, B. M., Thuren, T., MacFadyen, J. G., Chang, W. H., Ballantyne, C., Fonseca, F., Nicolau, J., Koenig, W., Anker, S. D., et al. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1707914 · Cited by 9,482
A Receptor-Mediated Pathway for Cholesterol Homeostasis
Brown, M. S., & Goldstein, J. L. (1986) · Science · doi:10.1126/science.3513311 · Cited by 5,703
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
Macrophages in the Pathogenesis of Atherosclerosis
Moore, K. J., & Tabas, I. (2011) · Cell · doi:10.1016/j.cell.2011.04.005 · Cited by 2,669
The immune system in atherosclerosis
Hansson, G. K., & Hermansson, A. (2011) · Nature Immunology · doi:10.1038/ni.2001 · Cited by 2,389
The immune response in atherosclerosis: a double-edged sword
Hansson, G. K., & Libby, P. (2006) · Nature reviews. Immunology · doi:10.1038/nri1882 · Cited by 2,220
Atherosclerosis: current pathogenesis and therapeutic options
Weber, C., & Noels, H. (2011) · Nature Medicine · doi:10.1038/nm.2538 · Cited by 2,203
Tacke, F., Alvarez, D., Kaplan, T. J., Jakubzick, C., Spanbroek, R., Llodra, J., Garin, A., Liu, J., Mack, M., van Rooijen, N., et al. (2007) · Journal of Clinical Investigation · doi:10.1172/jci28549 · Cited by 1,323
Self-citationA role for macrophage scavenger receptors in atherosclerosis and susceptibility to infection
Suzuki, H. I., Kurihara, Y., Takeya, M., Kamada, N., Kataoka, M., Jishage, K., Ueda, O., Sakaguchi, H., Higashi, T., Suzuki, T., et al. (1997) · Nature · doi:10.1038/386292a0 · Cited by 1,226
Swirski, F. K., Libby, P., Aikawa, E., Alcaide, P., Luscinskas, F. W., Weissleder, R., & Pittet, M. J. (2007) · Journal of Clinical Investigation · doi:10.1172/jci29950 · Cited by 1,148
Macrophage Phenotype and Function in Different Stages of Atherosclerosis
Tabas, I., & Bornfeldt, K. E. (2016) · Circulation Research · doi:10.1161/circresaha.115.306256 · Cited by 1,121
Local proliferation dominates lesional macrophage accumulation in atherosclerosis
Robbins, C. S., Hilgendorf, I., Weber, G. F., Theurl, I., Iwamoto, Y., Figueiredo, J.-L., Gorbatov, R., Sukhova, G. K., Gerhardt, L. M. S., Smyth, D., et al. (2013) · Nature Medicine · doi:10.1038/nm.3258 · Cited by 1,041
Quantitative assessment of atherosclerotic lesions in mice
Paigen, B. J., Morrow, A., Holmes, P. A., Mitchell, D., & Williams, R. A. (1987) · Atherosclerosis · doi:10.1016/0021-9150(87)90202-4 · Cited by 951
Cochain, C., Vafadarnejad, E., Arampatzi, P., Pelisek, J., Winkels, H., Ley, K., Wolf, D., Saliba, A.-E., & Zernecke, A. (2018) · Circulation Research · doi:10.1161/circresaha.117.312509 · Cited by 894
Allahverdian, S., Chehroudi, A. C., McManus, B. M., Abraham, T., & Francis, G. A. (2014) · Circulation · doi:10.1161/circulationaha.113.005015 · Cited by 748
Combadière, C., Potteaux, S., Rodero, M. P., Simon, T., Pézard, A., Esposito, B., Merval, R., Proudfoot, A. E. I., Tedgui, A., & Mallat, Z. (2008) · Circulation · doi:10.1161/circulationaha.107.745091 · Cited by 696
Spann, N. J., Garmire, L. X., McDonald, J. G., Myers, D. S., Milne, S. B., Shibata, N., Reichart, D. R., Fox, J. N., Shaked, I., Heudobler, D., et al. (2012) · Cell · doi:10.1016/j.cell.2012.06.054 · Cited by 630
Seidah (2014) · doi:10.1161/circresaha.114.301621 · Cited by 596
Self-citationMacrophage ABCA1 and ABCG1, but not SR-BI, promote macrophage reverse cholesterol transport in vivo
Wang, X., Collins, H. L., Ranalletta, M., Fuki, I. V., Billheimer, J. T., Rothblat, G. H., Tall, A. R., & Rader, D. J. (2007) · Journal of Clinical Investigation · doi:10.1172/jci32057 · Cited by 593
Rong, J. X., Shapiro, M., Trogan, E., & Fisher, E. A. A. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1735526100 · Cited by 551
Winkels, H., Ehinger, E., Vassallo, M., Buscher, K., Dinh, H. Q., Kobiyama, K., Hamers, A. A. J., Cochain, C., Vafadarnejad, E., Saliba, A.-E., et al. (2018) · Circulation Research · doi:10.1161/circresaha.117.312513 · Cited by 547
PCSK9: a convertase that coordinates LDL catabolism
Horton, J. D., Cohen, J. C., & Hobbs, H. H. (2009) · Journal of Lipid Research · doi:10.1194/jlr.r800091-jlr200 · Cited by 533
Llodrá, J., Angeli, V., Liu, J. J., Trogan, E., Fisher, E. A. A., & Randolph, G. J. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0403259101 · Cited by 520
Self-citationExtramedullary Hematopoiesis Generates Ly-6C high Monocytes That Infiltrate Atherosclerotic Lesions
Robbins, C. S., Chudnovskiy, A., Rauch, P. J., Figueiredo, J., Iwamoto, Y., Gorbatov, R., Etzrodt, M., Weber, G. F., Ueno, T., van Rooijen, N., et al. (2011) · Circulation · doi:10.1161/circulationaha.111.061986 · Cited by 513
Monocyte trafficking across the vessel wall
Gerhardt, T., & Ley, K. F. (2015) · Cardiovascular Research · doi:10.1093/cvr/cvv147 · Cited by 507
Galkina, E., Kadl, A., Sanders, J., Varughese, D., Sarembock, I. J., & Ley, K. F. (2006) · The Journal of Experimental Medicine · doi:10.1084/jem.20052205 · Cited by 456
Chappell, J., Harman, J. L., Narasimhan, V. M., Yu, H., Foote, K., Simons, B. D., Bennett, M. R., & Jørgensen, H. F. (2016) · Circulation Research · doi:10.1161/circresaha.116.309799 · Cited by 437
Ensan, S., Li, A., Besla, R., Degousee, N., Cosme, J., Roufaiel, M., Shikatani, E. A., El-Maklizi, M., Williams, J. W., Robins, L., et al. (2016) · Nature Immunology · doi:10.1038/ni.3343 · Cited by 372
Self-citationMonocyte accumulation in mouse atherogenesis is progressive and proportional to extent of disease
Swirski, F. K., Pittet, M. J., Kircher, M. F., Aikawa, E., Jaffer, F. A., Libby, P., & Weissleder, R. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0604260103 · Cited by 367
Cyclodextrin promotes atherosclerosis regression via macrophage reprogramming
Zimmer, S., Grebe, A., Bakke, S. S., Bode, N., Halvorsen, B. L., Ulas, T., Skjelland, M., Nardo, D. D., Labzin, L. I., Kerksiek, A., et al. (2016) · Science Translational Medicine · doi:10.1126/scitranslmed.aad6100 · Cited by 367
Potteaux, S., Gautier, E. L., Hutchison, S. B., van Rooijen, N., Rader, D. J., Thomas, M. J., Sorci‐Thomas, M. G., & Randolph, G. J. (2011) · Journal of Clinical Investigation · doi:10.1172/jci43802 · Cited by 343
Self-citationPaulson, K. E., Zhu, S.-N., Chen, M., Nurmohamed, S., Jongstra‐Bilen, J., & Cybulsky, M. I. (2009) · Circulation Research · doi:10.1161/circresaha.109.210781 · Cited by 316
ATP-Binding Cassette Transporters, Atherosclerosis, and Inflammation
Westerterp, M., Bochem, A. E., Yvan‐Charvet, L., Murphy, A. J., Wang, N., & Tall, A. R. (2014) · Circulation Research · doi:10.1161/circresaha.114.300738 · Cited by 261
Horton, H., Thomas, E. P., Stucky, J., Frank, I., Moodie, Z., Huang, Y., Chiu, Y.-L., McElrath, M. J., & Rosa, S. C. D. (2007) · Journal of Immunological Methods · doi:10.1016/j.jim.2007.03.002 · Cited by 260
Identification of antigen-presenting dendritic cells in mouse aorta and cardiac valves
Choi, J., Do, Y., Cheong, C., Koh, H., Boscardin, S. B., Oh, Y., Bozzacco, L., Trumpfheller, C., Park, C. G., & Steinman, R. M. (2009) · The Journal of Experimental Medicine · doi:10.1084/jem.20082129 · Cited by 239
Self-citationFlt3 Signaling-Dependent Dendritic Cells Protect against Atherosclerosis
Choi, J., Cheong, C., Dandamudi, D. B., Park, C. G., Rodriguez, A. B., Mehandru, S., Velinzon, K., Jung, I., Yoo, J.-Y., Oh, G. T., et al. (2011) · Immunity · doi:10.1016/j.immuni.2011.09.014 · Cited by 203
Self-citationFeig, J. E., Pineda‐Torra, I., Sanson, M., Bradley, M. N., Vengrenyuk, Y., Bogunovic, D., Gautier, E. L., Rubinstein, D., Hong, C., Liu, J., et al. (2010) · Journal of Clinical Investigation · doi:10.1172/jci38911 · Cited by 191
Macrophagic CD146 promotes foam cell formation and retention during atherosclerosis
Luo, Y., Duan, H., Qian, Y., Feng, L., Wu, Z., Wang, F., Feng, J., Yang, D., Qin, Z., & Yan, X. (2017) · Cell Research · doi:10.1038/cr.2017.8 · Cited by 191
Macrophages in vascular inflammation and atherosclerosis
Cochain, C., & Zernecke, A. (2017) · Pflügers Archiv - European Journal of Physiology · doi:10.1007/s00424-017-1941-y · Cited by 168
Gold, E. S., Ramsey, S. A., Sartain, M. J., Selinummi, J., Podolsky, I., Rodriguez, D. J., Moritz, R. L., & Aderem, A. A. (2012) · The Journal of Experimental Medicine · doi:10.1084/jem.20111202 · Cited by 154
Yun, T. J., Lee, J. S., Machmach, K., Shim, D., Choi, J., Wi, Y. J., Jang, H. S., Jung, I.-H., Kim, K., Yoon, W. K., et al. (2016) · Cell Metabolism · doi:10.1016/j.cmet.2016.04.010 · Cited by 116
Self-citationHerbert, B. R., Patel, D., Waddington, S. N., Eden, E. R., McAleenan, A., Sun, X.-M., & Soutar, A. K. (2010) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/atvbaha.110.204040 · Cited by 83
A Macrophage Sterol-Responsive Network Linked to Atherogenesis
Becker, L., Gharib, S. A., Irwin, A. D., Wijsman, E. M., Vaisar, T., Oram, J. F., & Heinecke, J. W. (2010) · Cell Metabolism · doi:10.1016/j.cmet.2010.01.003 · Cited by 79
Development and Function of Arterial and Cardiac Macrophages
Świrski, F. K., Robbins, C. S., & Nahrendorf, M. (2015) · Trends in Immunology · doi:10.1016/j.it.2015.11.004 · Cited by 78
Hydroxypropyl-β-cyclodextrin-mediated Efflux of 7-Ketocholesterol from Macrophage Foam Cells
Kritharides, L., Kus, M. L., Brown, A. J., Jessup, W., & Dean, R. T. (1996) · Journal of Biological Chemistry · doi:10.1074/jbc.271.44.27450 · Cited by 66
Foam Cell Formation In Vivo Converts Macrophages to a Pro-Fibrotic Phenotype
Thomas, A. C., Eijgelaar, W. J., Daemen, M. J. A. P., & Newby, A. C. (2015) · PLoS ONE · doi:10.1371/journal.pone.0128163 · Cited by 58
Characterization of Proliferating Lesion‐Resident Cells During All Stages of Atherosclerotic Growth
Lhoták, Š., Gyulay, G., Cutz, J., Al‐Hashimi, A., Trigatti, B. L., Richards, C. D., Igdoura, S. A., Steinberg, G. R., Bramson, J. L., Ask, K., et al. (2016) · Journal of the American Heart Association · doi:10.1161/jaha.116.003945 · Cited by 45
Liu, S. M., Cogny, A., Kockx, M., Dean, R. T., Gaus, K., Jessup, W., & Kritharides, L. (2003) · Journal of Lipid Research · doi:10.1194/jlr.m200464-jlr200 · Cited by 35
The Rationale for Using HMG-CoA Reductase Inhibitors (‘Statins’) in Peripheral Arterial Disease
Erez, G., & Leitersdorf, E. (2006) · European Journal of Vascular and Endovascular Surgery · doi:10.1016/j.ejvs.2006.11.020 · Cited by 26
Goo, Y., Son, S., Yechoor, V. K., & Paul, A. (2016) · Journal of the American Heart Association · doi:10.1161/jaha.115.002663 · Cited by 25
Walenbergh, S. M. A., Houben, T., Hendrikx, T., Jeurissen, M. L. J., van Gorp, P. J., Vaes, N., Damink, S. W. M. O., Verheyen, F., Koek, G. H., Lütjohann, D., et al. (2015) · International Journal of Molecular Sciences · doi:10.3390/ijms160921056 · Cited by 22
Microarray gene profiling of laser-captured cells: A new tool to study atherosclerosis in mice
Paul, A., Yechoor, V. K., Raja, R. G., Li, L., & Chan, L. (2008) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2007.12.056 · Cited by 14
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Metadata
- Authors
- Kim, K., Shim, D., Lee, J. S., Zaitsev, K., Williams, J. W., Kim, K.-W., Jang, M.-Y., Seok Jang, H., Yun, T. J., Lee, S. H., Yoon, W. K., Prat, A., Seidah, N. G., Choi, J., Lee, S.-P., Yoon, S.-H., Nam, J. W., Seong, J. K., Oh, G. T., Randolph, G. J., Artyomov, M. N., Cheong, C., & Choi, J.-H.
- Affiliations
- Washington University in St. Louis (US)
- Hanyang University (KR)
- Montreal Clinical Research Institute (CA)
- ITMO University (RU)
- From the Department of Life Sciences (K.K., D.S., M.-Y.J., H.S.J., S.H.L., S.-H.Y., J.W.N., J.-H.C.), College of Natural Sciences, Research Institute for Natural Sciences, Hanyang University, Seoul, Republic of Korea
- Seoul National University (KR)
- Korea Research Institute of Bioscience and Biotechnology (KR)
- Ewha Womans University (KR)
- Corresponding author
- Kim, Kyeongdae
- Shim, Dahee
- Lee, Jun Seong
- Zaitsev, Konstantin
- Randolph, Gwendalyn J.
- Artyomov, Maxim N.
- Cheong, Cheolho
- Choi, Jae-Hoon
- ORCID
- Venue
- Circulation Research
- Published
- 2018-10-26
- Volume
- 123
- Issue
- 10
- Pages
- 1127-1142
- ISSN
- 0009-7330 (ISSN-L)
- 1524-4571
- PMC
- PMC6945121
- OpenAlex
- W2891644675
- Cited by
- 434
- References
- 52
- Citations by year
- 2026: 36 · 2025: 57 · 2024: 69 · 2023: 60 · 2022: 71 · 2021: 57 · 2020: 42 · 2019: 37 · 2018: 5
- FWCI
- 15.15
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Circulation Research (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- KRIBB Repository (submittedVersion)
- Seoul National University Open Repository (Seoul National University) (submittedVersion)
- Funders
- Hanyang University
- National Institutes of Health (UL1TR002345)
- Canadian Institutes of Health Research (125933_1, 148363)
- National Heart, Lung, and Blood Institute (K99HL138163)
- National Cancer Institute (P30CA091842)
- National Institute of Allergy and Infectious Diseases (U01AI025903, R37AI049653)
- National Institute of Diabetes and Digestive and Kidney Diseases (DP1DK109668)
- National Center for Advancing Translational Sciences
- Topics
- Life Sciences › Immunology and Microbiology › Immunology › Atherosclerosis and Cardiovascular Diseases
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biochemistry › Cholesterol and Lipid Metabolism
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cerebrovascular and Carotid Artery Diseases
- Keywords
- atherosclerosis, plaque macrophages, foam cells, macrophage heterogeneity, IL-1β, aortic intima, BODIPY staining, single-cell RNA sequencing
- MeSH terms
- Animals, Aorta, Cells, Cultured, Humans, Macrophages, Male, Mice, Inbred C57BL, Mice, Plaque, Atherosclerotic, Transcriptome
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