Spatially and functionally distinct subclasses of breast cancer-associated fibroblasts revealed by single cell RNA sequencing

被引:660
作者
Bartoschek, Michael [1 ]
Oskolkov, Nikolay [2 ]
Bocci, Matteo [1 ]
Lovrot, John [3 ]
Larsson, Christer [1 ]
Sommarin, Mikael [4 ]
Madsen, Chris D. [1 ]
Lindgren, David [1 ]
Pekar, Gyula [5 ]
Karlsson, Goran [4 ]
Ringner, Markus [2 ]
Bergh, Jonas [3 ]
Bjorklund, Asa [6 ]
Pietras, Kristian [1 ]
机构
[1] Lund Univ, Dept Lab Med, Div Translat Canc Res, BioCARE, S-22381 Lund, Sweden
[2] Lund Univ, Sci Life Lab, Natl Bioinformat Infrastruct Sweden, Dept Biol, Solvegatan 35, S-22362 Lund, Sweden
[3] Karolinska Inst, Dept Oncol & Pathol, Karolinska Univ Sjukhuset Z1 01, S-17176 Stockholm, Sweden
[4] Lund Univ, Lund Stem Cell Ctr, Div Mol Hematol, BMC B12, S-22184 Lund, Sweden
[5] Lund Univ, Dept Clin Sci, Div Oncol & Pathol, Skane Univ Hosp, S-22185 Lund, Sweden
[6] Uppsala Univ, Natl Bioinformat Infrastruct Sweden, Sci Life Lab, Dept Cell & Mol Biol, Husargatan 3, S-75237 Uppsala, Sweden
基金
瑞典研究理事会; 欧洲研究理事会;
关键词
EXPRESSION; MYOFIBROBLASTS; HETEROGENEITY; ORIGIN;
D O I
10.1038/s41467-018-07582-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Cancer-associated fibroblasts (CAFs) are a major constituent of the tumor microenvironment, although their origin and roles in shaping disease initiation, progression and treatment response remain unclear due to significant heterogeneity. Here, following a negative selection strategy combined with single-cell RNA sequencing of 768 transcriptomes of mesenchymal cells from a genetically engineered mouse model of breast cancer, we define three distinct subpopulations of CAFs. Validation at the transcriptional and protein level in several experimental models of cancer and human tumors reveal spatial separation of the CAF subclasses attributable to different origins, including the peri-vascular niche, the mammary fat pad and the transformed epithelium. Gene profiles for each CAF subtype correlate to distinctive functional programs and hold independent prognostic capability in clinical cohorts by association to metastatic disease. In conclusion, the improved resolution of the widely defined CAF population opens the possibility for biomarker-driven development of drugs for precision targeting of CAFs.
引用
收藏
页数:13
相关论文
共 49 条
[1]
On the origin of cancer-associated fibroblasts [J].
Anderberg, Charlotte ;
Pietras, Kristian .
CELL CYCLE, 2009, 8 (10) :1461-1462
[2]
Fibroblast Subtypes Regulate Responsiveness of Luminal Breast Cancer to Estrogen [J].
Brechbuhl, Heather M. ;
Finlay-Schultz, Jessica ;
Yamamoto, Tomomi M. ;
Gillen, Austin E. ;
Cittelly, Diana M. ;
Tan, Aik-Choon ;
Sams, Sharon B. ;
Pillai, Manoj M. ;
Elias, Anthony D. ;
Robinson, William A. ;
Sartorius, Carol A. ;
Kabos, Peter .
CLINICAL CANCER RESEARCH, 2017, 23 (07) :1710-1721
[3]
Targeting stromal remodeling and cancer stem cell plasticity overcomes chemoresistance in triple negative breast cancer [J].
Cazet, Aurelie S. ;
Hui, Mun N. ;
Elsworth, Benjamin L. ;
Wu, Sunny Z. ;
Roden, Daniel ;
Chan, Chia-Ling ;
Skhinas, Joanna N. ;
Collot, Raphael ;
Yang, Jessica ;
Harvey, Kate ;
Johan, M. Zahied ;
Cooper, Caroline ;
Nair, Radhika ;
Herrmann, David ;
McFarland, Andrea ;
Deng, Niantao ;
Ruiz-Borrego, Manuel ;
Rojo, Federico ;
Trigo, Jose M. ;
Bezares, Susana ;
Caballero, Rosalia ;
Lim, Elgene ;
Timpson, Paul ;
O'Toole, Sandra ;
Watkins, D. Neil ;
Cox, Thomas R. ;
Samuel, Michael S. ;
Martin, Miguel ;
Swarbrick, Alexander .
NATURE COMMUNICATIONS, 2018, 9
[4]
Endosialin (Tem1) is a marker of tumor-associated myofibroblasts and tumor vessel-associated mural cells [J].
Christian, Sven ;
Winkler, Renate ;
Helfrich, Iris ;
Boos, Anja M. ;
Besemfelder, Eva ;
Schadendorf, Dirk ;
Augustin, Hellmut G. .
AMERICAN JOURNAL OF PATHOLOGY, 2008, 172 (02) :486-494
[5]
Functional subsets of mesenchymal cell types in the tumor microenvironment [J].
Cortez, Eliane ;
Roswall, Pernilla ;
Pietas, Kristian .
SEMINARS IN CANCER BIOLOGY, 2014, 25 :3-9
[6]
Fibroblast Heterogeneity and Immunosuppressive Environment in Human Breast Cancer [J].
Costa, Ana ;
Kieffer, Yann ;
Scholer-Dahirel, Alix ;
Pelon, Floriane ;
Bourachot, Brigitte ;
Cardon, Melissa ;
Sirven, Philemon ;
Magagna, Ilaria ;
Fuhrmann, Laetitia ;
Bernard, Charles ;
Bonneau, Claire ;
Kondratova, Maria ;
Kuperstein, Inna ;
Zinovyev, Andrei ;
Givel, Anne-Marie ;
Parrini, Maria-Carla ;
Soumelis, Vassili ;
Vincent-Salomon, Anne ;
Mechta-Grigoriou, Fatima .
CANCER CELL, 2018, 33 (03) :463-+
[7]
Endothelial ALK1 Is a Therapeutic Target to Block Metastatic Dissemination of Breast Cancer [J].
Cunha, Sara I. ;
Bocci, Matteo ;
Lovrot, John ;
Eleftheriou, Nikolas ;
Roswall, Pernilla ;
Cordero, Eugenia ;
Lindstrom, Linda ;
Bartoschek, Michael ;
Haller, B. Kristian ;
Pearsall, R. Scott ;
Mulivor, Aaron W. ;
Kumar, Ravindra ;
Larsson, Christer ;
Bergh, Jonas ;
Pietras, Kristian .
CANCER RESEARCH, 2015, 75 (12) :2445-2456
[8]
The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups [J].
Curtis, Christina ;
Shah, Sohrab P. ;
Chin, Suet-Feung ;
Turashvili, Gulisa ;
Rueda, Oscar M. ;
Dunning, Mark J. ;
Speed, Doug ;
Lynch, Andy G. ;
Samarajiwa, Shamith ;
Yuan, Yinyin ;
Graef, Stefan ;
Ha, Gavin ;
Haffari, Gholamreza ;
Bashashati, Ali ;
Russell, Roslin ;
McKinney, Steven ;
Langerod, Anita ;
Green, Andrew ;
Provenzano, Elena ;
Wishart, Gordon ;
Pinder, Sarah ;
Watson, Peter ;
Markowetz, Florian ;
Murphy, Leigh ;
Ellis, Ian ;
Purushotham, Arnie ;
Borresen-Dale, Anne-Lise ;
Brenton, James D. ;
Tavare, Simon ;
Caldas, Carlos ;
Aparicio, Samuel .
NATURE, 2012, 486 (7403) :346-352
[9]
Biological processes associated with breast cancer clinical outcome depend on the molecular subtypes [J].
Desmedt, Christine ;
Haibe-Kains, Benjamin ;
Wirapati, Pratyaksha ;
Buyse, Marc ;
Larsimont, Denis ;
Bontempi, Gianluca ;
Delorenzi, Mauro ;
Piccart, Martine ;
Sotiriou, Christos .
CLINICAL CANCER RESEARCH, 2008, 14 (16) :5158-5165
[10]
STAR: ultrafast universal RNA-seq aligner [J].
Dobin, Alexander ;
Davis, Carrie A. ;
Schlesinger, Felix ;
Drenkow, Jorg ;
Zaleski, Chris ;
Jha, Sonali ;
Batut, Philippe ;
Chaisson, Mark ;
Gingeras, Thomas R. .
BIOINFORMATICS, 2013, 29 (01) :15-21