Psychrophilic proteases dramatically reduce single-cell RNA-seq artifacts: a molecular atlas of kidney development

被引:250
作者
Adam, Mike [1 ]
Potter, Andrew S. [1 ]
Potter, S. Steven [1 ]
机构
[1] Cincinnati Childrens Hosp Med Ctr, Div Dev Biol, Cincinnati, OH 45229 USA
来源
DEVELOPMENT | 2017年 / 144卷 / 19期
基金
美国国家卫生研究院;
关键词
Single cell; Kidney development; Cell dissociation; RNA-seq; Artifacts; RETINOIC ACID; EXPRESSION; GENE; NEPHROGENESIS; TRANSCRIPTION; ZEBRAFISH;
D O I
10.1242/dev.151142
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Single-cell RNA-seq is a powerful technique. Nevertheless, there are important limitations, including the technical challenges of breaking down an organ or tissue into a single-cell suspension. Invariably, this has required enzymatic incubation at 37 degrees C, which can be expected to result in artifactual changes in gene expression patterns. Here, we describe a dissociation method that uses a protease with high activity in the cold, purified from a psychrophilic microorganism. The entire procedure is carried out at 6 degrees C or colder, at which temperature mammalian transcriptional machinery is largely inactive, thereby effectively 'freezing in' the in vivo gene expression patterns. To test this method, we carried out RNA-seq on 20,424 single cells from postnatal day 1 mouse kidneys, comparing the results of the psychrophilic protease method with procedures using 37 degrees C incubation. We show that the cold protease method provides a great reduction in gene expression artifacts. In addition, the results produce a single-cell resolution gene expression atlas of the newborn mouse kidney, an interesting time in development when mature nephrons are present yet nephrogenesis remains extremely active.
引用
收藏
页码:3625 / 3632
页数:8
相关论文
共 28 条
[11]  
Joshi Swati, 2013, Biology (Basel), V2, P755, DOI 10.3390/biology2020755
[12]   Droplet Barcoding for Single-Cell Transcriptomics Applied to Embryonic Stem Cells [J].
Klein, Allon M. ;
Mazutis, Linas ;
Akartuna, Ilke ;
Tallapragada, Naren ;
Veres, Adrian ;
Li, Victor ;
Peshkin, Leonid ;
Weitz, David A. ;
Kirschner, Marc W. .
CELL, 2015, 161 (05) :1187-1201
[13]   Deep Sequencing in Microdissected Renal Tubules Identifies Nephron Segment-Specific Transcriptomes [J].
Lee, Jae Wook ;
Chou, Chung-Lin ;
Knepper, Mark A. .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2015, 26 (11) :2669-2677
[14]   Genome-wide atlas of gene expression in the adult mouse brain [J].
Lein, Ed S. ;
Hawrylycz, Michael J. ;
Ao, Nancy ;
Ayres, Mikael ;
Bensinger, Amy ;
Bernard, Amy ;
Boe, Andrew F. ;
Boguski, Mark S. ;
Brockway, Kevin S. ;
Byrnes, Emi J. ;
Chen, Lin ;
Chen, Li ;
Chen, Tsuey-Ming ;
Chin, Mei Chi ;
Chong, Jimmy ;
Crook, Brian E. ;
Czaplinska, Aneta ;
Dang, Chinh N. ;
Datta, Suvro ;
Dee, Nick R. ;
Desaki, Aimee L. ;
Desta, Tsega ;
Diep, Ellen ;
Dolbeare, Tim A. ;
Donelan, Matthew J. ;
Dong, Hong-Wei ;
Dougherty, Jennifer G. ;
Duncan, Ben J. ;
Ebbert, Amanda J. ;
Eichele, Gregor ;
Estin, Lili K. ;
Faber, Casey ;
Facer, Benjamin A. ;
Fields, Rick ;
Fischer, Shanna R. ;
Fliss, Tim P. ;
Frensley, Cliff ;
Gates, Sabrina N. ;
Glattfelder, Katie J. ;
Halverson, Kevin R. ;
Hart, Matthew R. ;
Hohmann, John G. ;
Howell, Maureen P. ;
Jeung, Darren P. ;
Johnson, Rebecca A. ;
Karr, Patrick T. ;
Kawal, Reena ;
Kidney, Jolene M. ;
Knapik, Rachel H. ;
Kuan, Chihchau L. .
NATURE, 2007, 445 (7124) :168-176
[15]   Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets [J].
Macosko, Evan Z. ;
Basu, Anindita ;
Satija, Rahul ;
Nemesh, James ;
Shekhar, Karthik ;
Goldman, Melissa ;
Tirosh, Itay ;
Bialas, Allison R. ;
Kamitaki, Nolan ;
Martersteck, Emily M. ;
Trombetta, John J. ;
Weitz, David A. ;
Sanes, Joshua R. ;
Shalek, Alex K. ;
Regev, Aviv ;
McCarroll, Steven A. .
CELL, 2015, 161 (05) :1202-1214
[16]   Immediate-early gene activation by the MAPK pathways: what do and don't we know? [J].
O'Donnell, Amanda ;
Odrowaz, Zaneta ;
Sharrocks, Andrew D. .
BIOCHEMICAL SOCIETY TRANSACTIONS, 2012, 40 :58-66
[17]   Single-cell analysis of mixed-lineage states leading to a binary cell fate choice [J].
Olsson, Andre ;
Venkatasubramanian, Meenakshi ;
Chaudhri, Viren K. ;
Aronow, Bruce J. ;
Salomonis, Nathan ;
Singh, Harinder ;
Grimes, H. Leighton .
NATURE, 2016, 537 (7622) :698-+
[18]   Regulation of noise in the expression of a single gene [J].
Ozbudak, EM ;
Thattai, M ;
Kurtser, I ;
Grossman, AD ;
van Oudenaarden, A .
NATURE GENETICS, 2002, 31 (01) :69-73
[19]   Imaging individual mRNA molecules using multiple singly labeled probes [J].
Raj, Arjun ;
van den Bogaard, Patrick ;
Rifkin, Scott A. ;
van Oudenaarden, Alexander ;
Tyagi, Sanjay .
NATURE METHODS, 2008, 5 (10) :877-879
[20]   TRANSCRIPTION OF INDIVIDUAL GENES IN EUKARYOTIC CELLS OCCURS RANDOMLY AND INFREQUENTLY [J].
ROSS, IL ;
BROWNE, CM ;
HUME, DA .
IMMUNOLOGY AND CELL BIOLOGY, 1994, 72 (02) :177-185