Sara McArdle1,2, Konrad Buscher2,3, Yanal Ghosheh2, Akula Bala Pramod2, Jacqueline Miller2, Holger Winkels2, Dennis Wolf2,4, Klaus Ley2,5. 1. From the Microscopy Core Facility (S.M.), La Jolla Institute for Immunology, San Diego, CA. 2. Division of Inflammation Biology (S.M., K.B., Y.G., A.B.P., J.M., H.W., D.W., K.L.), La Jolla Institute for Immunology, San Diego, CA. 3. Department of Nephrology and Rheumatology, University Hospital Muenster, German (K.B.). 4. University Heart Center and Medical Center, University of Freiburg, Germany (D.W.). 5. Department of Bioengineering, University of California, San Diego (K.L.).
Abstract
RATIONALE: Macrophages are essential regulators of atherosclerosis. They secrete cytokines, process lipoproteins and cholesterol, and take up apoptotic cells. Multiple subsets of plaque macrophages exist and their differential roles are emerging. OBJECTIVE: Here, we explore macrophage heterogeneity in atherosclerosis plaques using transgenic fluorescent mice in which subsets of macrophages are labeled by GFP (green fluorescent protein), YFP (yellow fluorescent protein), neither, or both. The objective was to define migration patterns of the visible subsets and relate them to their phenotypes and transcriptomes. METHODS AND RESULTS: Apoe-/- Cx3cr1GFP Cd11cYFP mice have 4 groups of macrophages in their aortas. The 3 visible subsets show varying movement characteristics. GFP and GFP+YFP+ macrophages extend and retract dendritic processes, dancing on the spot with little net movement while YFP macrophages have a more rounded shape and migrate along the arteries. RNA sequencing of sorted cells revealed significant differences in the gene expression patterns of the 4 subsets defined by GFP and YFP expression, especially concerning chemokine and cytokine expression, matrix remodeling, and cell shape dynamics. Gene set enrichment analysis showed that GFP+ cells have similar transcriptomes to cells found in arteries with tertiary lymphoid organs and regressing plaques while YFP+ cells were associated with progressing and stable plaques. CONCLUSIONS: The combination of quantitative intravital imaging with deep transcriptomes identified 4 subsets of vascular macrophages in atherosclerosis that have unique transcriptomic profiles. Our data link vascular macrophage transcriptomes to their in vivo migratory function. Future work on the functional significance of the change in gene expression and motility characteristics will be needed to fully understand how these subsets contribute to disease progression.
RATIONALE: Macrophages are essential regulators of atherosclerosis. They secrete cytokines, process lipoproteins and cholesterol, and take up apoptotic cells. Multiple subsets of plaque macrophages exist and their differential roles are emerging. OBJECTIVE: Here, we explore macrophage heterogeneity in atherosclerosis plaques using transgenic fluorescent mice in which subsets of macrophages are labeled by GFP (green fluorescent protein), YFP (yellow fluorescent protein), neither, or both. The objective was to define migration patterns of the visible subsets and relate them to their phenotypes and transcriptomes. METHODS AND RESULTS:Apoe-/- Cx3cr1GFPCd11cYFPmice have 4 groups of macrophages in their aortas. The 3 visible subsets show varying movement characteristics. GFP and GFP+YFP+ macrophages extend and retract dendritic processes, dancing on the spot with little net movement while YFP macrophages have a more rounded shape and migrate along the arteries. RNA sequencing of sorted cells revealed significant differences in the gene expression patterns of the 4 subsets defined by GFP and YFP expression, especially concerning chemokine and cytokine expression, matrix remodeling, and cell shape dynamics. Gene set enrichment analysis showed that GFP+ cells have similar transcriptomes to cells found in arteries with tertiary lymphoid organs and regressing plaques while YFP+ cells were associated with progressing and stable plaques. CONCLUSIONS: The combination of quantitative intravital imaging with deep transcriptomes identified 4 subsets of vascular macrophages in atherosclerosis that have unique transcriptomic profiles. Our data link vascular macrophage transcriptomes to their in vivo migratory function. Future work on the functional significance of the change in gene expression and motility characteristics will be needed to fully understand how these subsets contribute to disease progression.
Authors: Jonathan E Feig; Yuliya Vengrenyuk; Vladimir Reiser; Chaowei Wu; Alexander Statnikov; Constantin F Aliferis; Michael J Garabedian; Edward A Fisher; Oscar Puig Journal: PLoS One Date: 2012-06-27 Impact factor: 3.240
Authors: Konrad Buscher; Erik Ehinger; Pritha Gupta; Akula Bala Pramod; Dennis Wolf; George Tweet; Calvin Pan; Charles D Mills; Aldons J Lusis; Klaus Ley Journal: Nat Commun Date: 2017-07-24 Impact factor: 14.919
Authors: Amado Quintar; Sara McArdle; Dennis Wolf; Alex Marki; Erik Ehinger; Melanie Vassallo; Jacqueline Miller; Zbigniew Mikulski; Klaus Ley; Konrad Buscher Journal: Circ Res Date: 2017-03-16 Impact factor: 17.367
Authors: Jesse W Williams; Holger Winkels; Christopher P Durant; Konstantin Zaitsev; Yanal Ghosheh; Klaus Ley Journal: Circ Res Date: 2020-04-23 Impact factor: 17.367
Authors: Georgiana Crainiciuc; Miguel Palomino-Segura; Miguel Molina-Moreno; Jon Sicilia; David G Aragones; Jackson Liang Yao Li; Rodrigo Madurga; José M Adrover; Alejandra Aroca-Crevillén; Sandra Martin-Salamanca; Alfonso Serrano Del Valle; Sandra D Castillo; Heidi C E Welch; Oliver Soehnlein; Mariona Graupera; Fátima Sánchez-Cabo; Alexander Zarbock; Thomas E Smithgall; Mauro Di Pilato; Thorsten R Mempel; Pierre-Louis Tharaux; Santiago F González; Angel Ayuso-Sacido; Lai Guan Ng; Gabriel F Calvo; Iván González-Díaz; Fernando Díaz-de-María; Andrés Hidalgo Journal: Nature Date: 2022-01-05 Impact factor: 69.504
Authors: Alma Zernecke; Holger Winkels; Clément Cochain; Jesse W Williams; Dennis Wolf; Oliver Soehnlein; Clint S Robbins; Claudia Monaco; Inhye Park; Coleen A McNamara; Christoph J Binder; Myron I Cybulsky; Corey A Scipione; Catherine C Hedrick; Elena V Galkina; Tin Kyaw; Yanal Ghosheh; Huy Q Dinh; Klaus Ley Journal: Circ Res Date: 2020-07-16 Impact factor: 17.367