Single cells from human primary colorectal tumors exhibit polyfunctional heterogeneity in secretions of ELR plus CXC chemokines

被引:15
作者
Adalsteinsson, Viktor A. [1 ,2 ,3 ]
Tahirova, Narmin [2 ,3 ]
Tallapragada, Naren [2 ,4 ]
Yao, Xiaosai [2 ,5 ]
Campion, Liam [6 ]
Angelini, Alessandro [2 ]
Douce, Thomas B. [2 ]
Huang, Cindy [1 ,2 ]
Bowman, Brittany [7 ,8 ]
Williamson, Christina A. [9 ]
Kwon, Douglas S. [7 ,8 ]
Wittrup, K. Dane [1 ,2 ,5 ]
Love, J. Christopher [1 ,2 ,3 ,7 ,8 ]
机构
[1] MIT, Dept Chem Engn, Cambridge, MA 02139 USA
[2] MIT, Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
[3] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[4] MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
[5] MIT, Dept Biol Engn, Cambridge, MA 02139 USA
[6] Janssen Pharmaceut, Spring House, PA 19477 USA
[7] MIT, MGH, Ragon Inst, Cambridge, MA 02139 USA
[8] Harvard Univ, Cambridge, MA 02139 USA
[9] Lahey Clin Fdn, Dept Thorac & Cardiovasc Surg, Burlington, MA 01805 USA
基金
美国国家科学基金会; 瑞士国家科学基金会;
关键词
INTRATUMOR HETEROGENEITY; BREAST-CANCER; GROWTH; EVOLUTION; EXPRESSION; AXIS;
D O I
10.1039/c3ib40059j
中图分类号
Q2 [细胞生物学];
学科分类号
071013 [干细胞生物学];
摘要
Cancer is an inflammatory disease of tissue that is largely influenced by the interactions between multiple cell types, secreted factors, and signal transduction pathways. While single-cell sequencing continues to refine our understanding of the clonotypic heterogeneity within tumors, the complex interplay between genetic variations and non-genetic factors ultimately affects therapeutic outcome. Much has been learned through bulk studies of secreted factors in the tumor microenvironment, but the secretory behavior of single cells has been largely uncharacterized. Here we directly profiled the secretions of ELR+ CXC chemokines from thousands of single colorectal tumor and stromal cells, using an array of subnanoliter wells and a technique called microengraving to characterize both the rates of secretion of several factors at once and the numbers of cells secreting each chemokine. The ELR+ CXC chemokines are highly redundant, pro-angiogenic cytokines that signal via the CXCR1 and CXCR2 receptors, influencing tumor growth and progression. We find that human primary colorectal tumor and stromal cells exhibit polyfunctional heterogeneity in the combinations and magnitudes of secretions for these chemokines. In cell lines, we observe similar variance: phenotypes observed in bulk can be largely absent among the majority of single cells, and discordances exist between secretory states measured and gene expression for these chemokines among single cells. Together, these measures suggest secretory states among tumor cells are complex and can evolve dynamically. Most importantly, this study reveals new insight into the intratumoral phenotypic heterogeneity of human primary tumors.
引用
收藏
页码:1272 / 1281
页数:10
相关论文
共 38 条
[1]
The CXC chemokines growth-regulated oncogene (GRO) alpha, GRO beta, GRO gamma, neutrophil-activating peptide-2, and epithelial cell-derived neutrophil-activating peptide-78 are potent agonists for the type B, but not the type A, human interleukin-8 receptor [J].
Ahuja, SK ;
Murphy, PM .
JOURNAL OF BIOLOGICAL CHEMISTRY, 1996, 271 (34) :20545-20550
[2]
Baier PK, 2005, ANTICANCER RES, V25, P3581
[3]
Cancer and the chemokine network [J].
Balkwill, F .
NATURE REVIEWS CANCER, 2004, 4 (07) :540-550
[4]
From single cells to deep phenotypes in cancer [J].
Bendall, Sean C. ;
Nolan, Garry P. .
NATURE BIOTECHNOLOGY, 2012, 30 (07) :639-647
[5]
Highly multiplexed quantitation of gene expression on single cells [J].
Dominguez, Maria H. ;
Chattopadhyay, Pratip K. ;
Ma, Steven ;
Lamoreaux, Laurie ;
McDavid, Andrew ;
Finak, Greg ;
Gottardo, Raphael ;
Koup, Richard A. ;
Roederer, Mario .
JOURNAL OF IMMUNOLOGICAL METHODS, 2013, 391 (1-2) :133-145
[6]
Intratumor Heterogeneity and Branched Evolution Revealed by Multiregion Sequencing [J].
Gerlinger, Marco ;
Rowan, Andrew J. ;
Horswell, Stuart ;
Larkin, James ;
Endesfelder, David ;
Gronroos, Eva ;
Martinez, Pierre ;
Matthews, Nicholas ;
Stewart, Aengus ;
Tarpey, Patrick ;
Varela, Ignacio ;
Phillimore, Benjamin ;
Begum, Sharmin ;
McDonald, Neil Q. ;
Butler, Adam ;
Jones, David ;
Raine, Keiran ;
Latimer, Calli ;
Santos, Claudio R. ;
Nohadani, Mahrokh ;
Eklund, Aron C. ;
Spencer-Dene, Bradley ;
Clark, Graham ;
Pickering, Lisa ;
Stamp, Gordon ;
Gore, Martin ;
Szallasi, Zoltan ;
Downward, Julian ;
Futreal, P. Andrew ;
Swanton, Charles .
NEW ENGLAND JOURNAL OF MEDICINE, 2012, 366 (10) :883-892
[7]
CXCR1 blockade selectively targets human breast cancer stem cells in vitro and in xenografts [J].
Ginestier, Christophe ;
Liu, Suling ;
Diebel, Mark E. ;
Korkaya, Hasan ;
Luo, Ming ;
Brown, Marty ;
Wicinski, Julien ;
Cabaud, Olivier ;
Charafe-Jauffret, Emmanuelle ;
Birnbaum, Daniel ;
Guan, Jun-Lin ;
Dontu, Gabriela ;
Wicha, Max S. .
JOURNAL OF CLINICAL INVESTIGATION, 2010, 120 (02) :485-497
[8]
Clonal evolution in cancer [J].
Greaves, Mel ;
Maley, Carlo C. .
NATURE, 2012, 481 (7381) :306-313
[9]
Immunity, Inflammation, and Cancer [J].
Grivennikov, Sergei I. ;
Greten, Florian R. ;
Karin, Michael .
CELL, 2010, 140 (06) :883-899
[10]
Multidimensional analysis of the frequencies and rates of cytokine secretion from single cells by quantitative microengraving [J].
Han, Qing ;
Bradshaw, Elizabeth M. ;
Nilsson, Bjoern ;
Hafler, David A. ;
Love, J. Christopher .
LAB ON A CHIP, 2010, 10 (11) :1391-1400