Second-Strand Synthesis-Based Massively Parallel scRNA-Seq Reveals Cellular States and Molecular Features of Human Inflammatory Skin Pathologies

被引:183
作者
Hughes, Travis K. [1 ,2 ,3 ,4 ,5 ]
Wadsworth, Marc H., II [1 ,3 ,4 ,5 ,12 ]
Gierahn, Todd M. [5 ,6 ]
Tran Do [7 ,13 ]
Weiss, David [7 ,13 ]
Andrade, Priscila R. [7 ,13 ]
Ma, Feiyang [7 ,13 ]
Silva, Bruno J. De Andrade [7 ,13 ]
Shao, Shuai [8 ]
Tsoi, Lam C. [8 ]
Ordovas-Montanes, Jose [3 ,9 ,10 ,11 ]
Gudjonsson, Johann E. [8 ]
Modlin, Robert L. [9 ]
Love, J. Christopher [3 ,4 ,5 ,6 ]
Shalek, Alex K. [1 ,2 ,3 ,4 ,11 ]
机构
[1] MIT, Inst Med Engn & Sci IMES, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[2] Harvard Med Sch, Dept Immunol, Boston, MA 02115 USA
[3] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[4] Ragon Inst MGH MIT & Harvard, Cambridge, MA 02139 USA
[5] MIT, Koch Inst Integrat Canc Res, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[6] MIT, Dept Chem Engn, Cambridge, MA 02139 USA
[7] Univ Calif Los Angeles, David Geffen Sch Med, Div Dermatol, Los Angeles, CA 90095 USA
[8] Univ Michigan, Dept Dermatol, Ann Arbor, MI 48109 USA
[9] Boston Childrens Hosp, Div Gastroenterol, Boston, MA USA
[10] Harvard Med Sch, Dept Pediat, Boston, MA 02115 USA
[11] Harvard Stem Cell Inst, Cambridge, MA 02139 USA
[12] MIT, Dept Chem, Cambridge, MA 02139 USA
[13] Univ Calif Los Angeles, David Geffen Sch Med, Dept Microbiol Immunol & Mol Biol, Los Angeles, CA 90095 USA
关键词
DERMAL DENDRITIC CELLS; GENOME-WIDE EXPRESSION; RNA-SEQ; TRANSCRIPTOME ANALYSIS; LANGERHANS CELLS; SINGLE CELLS; DIFFERENTIATION; PSORIASIS; RECONSTRUCTION; SUBPOPULATION;
D O I
10.1016/j.immuni.2020.09.015
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
071005 [微生物学]; 100108 [医学免疫学];
摘要
High-throughput single-cell RNA-sequencing (scRNA-seq) methodologies enable characterization of complex biological samples by increasing the number of cells that can be profiled contemporaneously. Neverthe-less, these approaches recover less information per cell than low-throughput strategies. To accurately report the expression of key phenotypic features of cells, scRNA-seq platforms are needed that are both high fidelity and high throughput. To address this need, we created Seq-Well S-3 ("Second-Strand Synthesis"), a massively parallel scRNA-seq protocol that uses a randomly primed second-strand synthesis to recover complementary DNA (cDNA) molecules that were successfully reverse transcribed but to which a second oligonucleotide handle, necessary for subsequent whole transcriptome amplification, was not appended due to inefficient template switching. Seq-Well S-3 increased the efficiency of transcript capture and gene detection compared with that of previous iterations by up to 10- and 5-fold, respectively. We used Seq-Well S-3 to chart the transcriptional landscape of five human inflammatory skin diseases, thus providing a resource for the further study of human skin inflammation.
引用
收藏
页码:878 / +
页数:24
相关论文
共 95 条
[1]
Multiplexed ion beam imaging of human breast tumors [J].
Angelo, Michael ;
Bendall, Sean C. ;
Finck, Rachel ;
Hale, Matthew B. ;
Hitzman, Chuck ;
Borowsky, Alexander D. ;
Levenson, Richard M. ;
Lowe, John B. ;
Liu, Scot D. ;
Zhao, Shuchun ;
Natkunam, Yasodha ;
Nolan, Garry P. .
NATURE MEDICINE, 2014, 20 (04) :436-+
[2]
Reference-based analysis of lung single-cell sequencing reveals a transitional profibrotic macrophage [J].
Aran, Dvir ;
Looney, Agnieszka P. ;
Liu, Leqian ;
Wu, Esther ;
Fong, Valerie ;
Hsu, Austin ;
Chak, Suzanna ;
Naikawadi, Ram P. ;
Wolters, Paul J. ;
Abate, Adam R. ;
Butte, Atul J. ;
Bhattacharya, Mallar .
NATURE IMMUNOLOGY, 2019, 20 (02) :163-+
[3]
Human antimicrobial cytotoxic T lymphocytes, defined by NK receptors and antimicrobial proteins, kill intracellular bacteria [J].
Balin, Samuel J. ;
Pellegrini, Matteo ;
Klechevsky, Eynav ;
Won, Sohui T. ;
Weiss, David I. ;
Choi, Aaron W. ;
Hakimian, Joshua ;
Lu, Jing ;
Ochoa, Maria Teresa ;
Bloom, Barry R. ;
Lanier, Lewis L. ;
Stenger, Steffen ;
Modlin, Robert L. .
SCIENCE IMMUNOLOGY, 2018, 3 (26)
[4]
Transcriptional insights into the CD8+ T cell response to infection and memory T cell formation [J].
Best, J. Adam ;
Blair, David A. ;
Knell, Jamie ;
Yang, Edward ;
Mayya, Viveka ;
Doedens, Andrew ;
Dustin, Michael L. ;
Goldrath, Ananda W. .
NATURE IMMUNOLOGY, 2013, 14 (04) :404-412
[5]
Propionibacterium acnes: an update on its role in the pathogenesis of acne [J].
Beylot, C. ;
Auffret, N. ;
Poli, F. ;
Claudel, J. -P. ;
Leccia, M. -T. ;
Del Giudice, P. ;
Dreno, B. .
JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, 2014, 28 (03) :271-278
[6]
Molecular definition of the identity and activation of natural killer cells [J].
Bezman, Natalie A. ;
Kim, Charles C. ;
Sun, Joseph C. ;
Min-Oo, Gundula ;
Hendricks, Deborah W. ;
Kamimura, Yosuke ;
Best, J. Adam ;
Goldrath, Ananda W. ;
Lanier, Lewis L. .
NATURE IMMUNOLOGY, 2012, 13 (10) :1000-1009
[7]
NHERF-2 maintains endothelial homeostasis [J].
Bhattacharya, Resham ;
Wang, Enfeng ;
Dutta, Shamit K. ;
Vohra, Pawan K. ;
Guangqi, E. ;
Prakash, Y. S. ;
Mukhopadhyay, Debabrata .
BLOOD, 2012, 119 (20) :4798-4806
[8]
A cellular census of human lungs identifies novel cell states in health and in asthma [J].
Braga, Felipe A. Vieira ;
Kar, Gozde ;
Berg, Marijn ;
Carpaij, Orestes A. ;
Polanski, Krzysztof ;
Simon, Lukas M. ;
Brouwer, Sharon ;
Gomes, Tomas ;
Hesse, Laura ;
Jiang, Jian ;
Fasouli, Eirini S. ;
Efremova, Mirjana ;
Vento-Tormo, Roser ;
Talavera-Lopez, Carlos ;
Jonker, Marnix R. ;
Affleck, Karen ;
Palit, Subarna ;
Strzelecka, Paulina M. ;
Firth, Helen V. ;
Mahbubani, Krishnaa T. ;
Cvejic, Ana ;
Meyer, Kerstin B. ;
Saeb-Parsy, Kourosh ;
Luinge, Marjan ;
Brandsma, Corry-Anke ;
Timens, Wim ;
Angelidis, Ilias ;
Strunz, Maximilian ;
Koppelman, Gerard H. ;
van Oosterhout, Antoon J. ;
Schiller, Herbert B. ;
Theis, Fabian J. ;
van den Berge, Maarten ;
Nawijn, Martijn C. ;
Teichmann, Sarah A. .
NATURE MEDICINE, 2019, 25 (07) :1153-+
[9]
Functional analysis of the CD300e receptor in human monocytes and myeloid dendritic cells [J].
Brckalo, Tamara ;
Calzetti, Federica ;
Perez-Cabezas, Begona ;
Borras, Francesc E. ;
Cassatella, Marco A. ;
Lopez-Botet, Miguel .
EUROPEAN JOURNAL OF IMMUNOLOGY, 2010, 40 (03) :722-732
[10]
Comprehensive single-cell transcriptional profiling of a multicellular organism [J].
Cao, Junyue ;
Packer, Jonathan S. ;
Ramani, Vijay ;
Cusanovich, Darren A. ;
Huynh, Chau ;
Daza, Riza ;
Qiu, Xiaojie ;
Lee, Choli ;
Furlan, Scott N. ;
Steemers, Frank J. ;
Adey, Andrew ;
Waterston, Robert H. ;
Trapnell, Cole ;
Shendure, Jay .
SCIENCE, 2017, 357 (6352) :661-667