High-throughput single-cell ChIP-seq identifies heterogeneity of chromatin states in breast cancer

被引:332
作者
Grosselin, Kevin [1 ,2 ,9 ]
Durand, Adeline [3 ,4 ]
Marsolier, Justine [3 ,4 ]
Poitou, Adeline [1 ,10 ]
Marangoni, Elisabetta [4 ]
Nemati, Fariba [4 ]
Dahmani, Ahmed [4 ]
Lameiras, Sonia [5 ,7 ]
Reyal, Fabien [4 ,6 ]
Frenoy, Olivia [1 ,11 ]
Pousse, Yannick [1 ]
Reichen, Marcel [1 ,12 ]
Woolfe, Adam [1 ]
Brenan, Colin [1 ,8 ]
Griffiths, Andrew D. [2 ]
Vallot, Celine [3 ,4 ]
Gerard, Annabelle [1 ]
机构
[1] HiFiBiO SAS, Paris, France
[2] PSL Univ, ESPCI Paris, CNRS, Lab Biochim,UMR8231, Paris, France
[3] PSL Univ, Inst Curie, CNRS, UMR3244, Paris, France
[4] PSL Univ, Inst Curie, Translat Res Dept, Paris, France
[5] PSL Univ, Inst Curie Genom Excellence Platform, Paris, France
[6] PSL Univ, Inst Curie, INSERM, U932, Paris, France
[7] Inst Curie, Surg Dept, Paris, France
[8] HiFiBiO Inc, Cambridge, MA USA
[9] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[10] Unicancer, Paris, France
[11] Inst Pasteur, Paris, France
[12] Bayer AG, Leverkusen, Germany
关键词
TO-MESENCHYMAL TRANSITION; ACQUIRED-RESISTANCE; DNA METHYLATION; METASTASIS; DYNAMICS; REVEALS; CYCLE;
D O I
10.1038/s41588-019-0424-9
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Modulation of chromatin structure via histone modification is a major epigenetic mechanism and regulator of gene expression. However, the contribution of chromatin features to tumor heterogeneity and evolution remains unknown. Here we describe a high-throughput droplet microfluidics platform to profile chromatin landscapes of thousands of cells at single-cell resolution. Using patient-derived xenograft models of acquired resistance to chemotherapy and targeted therapy in breast cancer, we found that a subset of cells within untreated drug-sensitive tumors share a common chromatin signature with resistant cells, undetectable using bulk approaches. These cells, and cells from the resistant tumors, have lost chromatin marks-H3K27me3, which is associated with stable transcriptional repression-for genes known to promote resistance to treatment. This single-cell chromatin immunoprecipitation followed by sequencing approach paves the way to study the role of chromatin heterogeneity, not just in cancer but in other diseases and healthy systems, notably during cellular differentiation and development.
引用
收藏
页码:1060 / +
页数:10
相关论文
共 54 条
[1]   Beating Poisson encapsulation statistics using close-packed ordering [J].
Abate, Adam R. ;
Chen, Chia-Hung ;
Agresti, Jeremy J. ;
Weitz, David A. .
LAB ON A CHIP, 2009, 9 (18) :2628-2631
[2]   Parallel single-cell sequencing links transcriptional and epigenetic heterogeneity [J].
Angermueller, Christof ;
Clark, Stephen J. ;
Lee, Heather J. ;
Macaulay, Iain C. ;
Teng, Mabel J. ;
Hu, Tim Xiaoming ;
Krueger, Felix ;
Smallwood, Sebastien A. ;
Ponting, Chris P. ;
Voet, Thierry ;
Kelsey, Gavin ;
Stegle, Oliver ;
Reik, Wolf .
NATURE METHODS, 2016, 13 (03) :229-+
[3]   Formation of dispersions using "flow focusing" in microchannels [J].
Anna, SL ;
Bontoux, N ;
Stone, HA .
APPLIED PHYSICS LETTERS, 2003, 82 (03) :364-366
[4]   DNA Methylation Alterations Exhibit Intraindividual Stability and Interindividual Heterogeneity in Prostate Cancer Metastases [J].
Aryee, Martin J. ;
Liu, Wennuan ;
Engelmann, Julia C. ;
Nuhn, Philipp ;
Gurel, Meltem ;
Haffner, Michael C. ;
Esopi, David ;
Irizarry, Rafael A. ;
Getzenberg, Robert H. ;
Nelson, William G. ;
Luo, Jun ;
Xu, Jianfeng ;
Isaacs, William B. ;
Bova, G. Steven ;
Yegnasubramanian, Srinivasan .
SCIENCE TRANSLATIONAL MEDICINE, 2013, 5 (169)
[5]   Identifying and removing the cellcycle effect from single-cell RNA-Sequencing data [J].
Barron, Martin ;
Li, Jun .
SCIENTIFIC REPORTS, 2016, 6
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]   Droplet fusion by alternating current (AC) field electrocoalescence in microchannels [J].
Chabert, M ;
Dorfman, KD ;
Viovy, JL .
ELECTROPHORESIS, 2005, 26 (19) :3706-3715
[8]   Androgen receptor promotes tamoxifen agonist activity by activation of EGFR in ERα-positive breast cancer [J].
Ciupek, Andrew ;
Rechoum, Yassine ;
Gu, Gowei ;
Gelsomino, Luca ;
Beyer, Amanda R. ;
Brusco, Lauren ;
Covington, Kyle R. ;
Tsimelzon, Anna ;
Fuqua, Suzanne A. W. .
BREAST CANCER RESEARCH AND TREATMENT, 2015, 154 (02) :225-237
[9]   Genome-wide base-resolution mapping of DNA methylation in single cells using single-cell bisulfite sequencing( scBS-seq) [J].
Clark, Stephen J. ;
Smallwood, Sebastien A. ;
Lee, Heather J. ;
Krueger, Felix ;
Reik, Wolf ;
Kelsey, Gavin .
NATURE PROTOCOLS, 2017, 12 (03) :534-U159
[10]   Droplet-based microfluidic platforms for the encapsulation and screening of mammalian cells and multicellular organisms [J].
Clausell-Tormos, Jenifer ;
Lieber, Diana ;
Baret, Jean-Christophe ;
El-Harrak, Abdeslam ;
Miller, Oliver J. ;
Frenz, Lucas ;
Blouwolff, Joshua ;
Humphry, Katherine J. ;
Koster, Sarah ;
Duan, Honey ;
Holtze, Christian ;
Weitz, David A. ;
Griffiths, Andrew D. ;
Merten, Christoph A. .
CHEMISTRY & BIOLOGY, 2008, 15 (05) :427-437