Molecular indexing enables quantitative targeted RNA sequencing and reveals poor efficiencies in standard library preparations

被引:64
作者
Fu, Glenn K. [1 ]
Xu, Weihong [2 ]
Wilhelmy, Julie [1 ]
Mindrinos, Michael N. [2 ]
Davis, Ronald W. [2 ]
Xiao, Wenzhong [2 ]
Fodor, Stephen P. A. [1 ]
机构
[1] Cellular Res Inc, Palo Alto, CA 94304 USA
[2] Stanford Univ, Stanford Genome Technol Ctr, Stanford, CA 94305 USA
基金
美国国家卫生研究院;
关键词
cDNA library; molecular barcoding; RNA-seq; TRANSCRIPTIONAL LANDSCAPE; RARE MUTATIONS; GENERATION; QUANTIFICATION; GENOME; SEQ;
D O I
10.1073/pnas.1323732111
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
07 ; 0710 ; 09 ;
摘要
We present a simple molecular indexing method for quantitative targeted RNA sequencing, in which mRNAs of interest are selectively captured from complex cDNA libraries and sequenced to determine their absolute concentrations. cDNA fragments are individually labeled so that each molecule can be tracked from the original sample through the library preparation and sequencing process. Multiple copies of cDNA fragments of identical sequence become distinct through labeling, and replicate clones created during PCR amplification steps can be identified and assigned to their distinct parent molecules. Selective capture enables efficient use of sequencing for deep sampling and for the absolute quantitation of rare or transient transcripts that would otherwise escape detection by standard sequencing methods. We have also constructed a set of synthetic barcoded RNA molecules, which can be introduced as controls into the sample preparation mix and used to monitor the efficiency of library construction. The quantitative targeted sequencing revealed extremely low efficiency in standard library preparations, which were further confirmed by using synthetic barcoded RNA molecules. This finding shows that standard library preparation methods result in the loss of rare transcripts and highlights the need for monitoring library efficiency and for developing more efficient sample preparation methods.
引用
收藏
页码:1891 / 1896
页数:6
相关论文
共 25 条
[1]   The external RNA controls consortium: a progress report [J].
Baker, SC ;
Bauer, SR ;
Beyer, RP ;
Brenton, JD ;
Bromley, B ;
Burrill, J ;
Causton, H ;
Conley, MP ;
Elespuru, R ;
Fero, M ;
Foy, C ;
Fuscoe, J ;
Gao, XL ;
Gerhold, DL ;
Gilles, P ;
Goodsaid, F ;
Guo, X ;
Hackett, J ;
Hockett, RD ;
Ikonomi, P ;
Irizarry, RA ;
Kawasaki, ES ;
Kaysser-Kranich, T ;
Kerr, K ;
Kiser, G ;
Koch, WH ;
Lee, KY ;
Liu, CM ;
Liu, ZL ;
Lucas, A ;
Manohar, CF ;
Miyada, G ;
Modrusan, Z ;
Parkes, H ;
Puri, RK ;
Reid, L ;
Ryder, TB ;
Salit, M ;
Samaha, RR ;
Scherf, U ;
Sendera, TJ ;
Setterquist, RA ;
Shi, LM ;
Shippy, R ;
Soriano, JV ;
Wagar, EA ;
Warrington, JA ;
Williams, M ;
Wilmer, F ;
Wilson, M .
NATURE METHODS, 2005, 2 (10) :731-734
[2]   Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project [J].
Birney, Ewan ;
Stamatoyannopoulos, John A. ;
Dutta, Anindya ;
Guigo, Roderic ;
Gingeras, Thomas R. ;
Margulies, Elliott H. ;
Weng, Zhiping ;
Snyder, Michael ;
Dermitzakis, Emmanouil T. ;
Stamatoyannopoulos, John A. ;
Thurman, Robert E. ;
Kuehn, Michael S. ;
Taylor, Christopher M. ;
Neph, Shane ;
Koch, Christoph M. ;
Asthana, Saurabh ;
Malhotra, Ankit ;
Adzhubei, Ivan ;
Greenbaum, Jason A. ;
Andrews, Robert M. ;
Flicek, Paul ;
Boyle, Patrick J. ;
Cao, Hua ;
Carter, Nigel P. ;
Clelland, Gayle K. ;
Davis, Sean ;
Day, Nathan ;
Dhami, Pawandeep ;
Dillon, Shane C. ;
Dorschner, Michael O. ;
Fiegler, Heike ;
Giresi, Paul G. ;
Goldy, Jeff ;
Hawrylycz, Michael ;
Haydock, Andrew ;
Humbert, Richard ;
James, Keith D. ;
Johnson, Brett E. ;
Johnson, Ericka M. ;
Frum, Tristan T. ;
Rosenzweig, Elizabeth R. ;
Karnani, Neerja ;
Lee, Kirsten ;
Lefebvre, Gregory C. ;
Navas, Patrick A. ;
Neri, Fidencio ;
Parker, Stephen C. J. ;
Sabo, Peter J. ;
Sandstrom, Richard ;
Shafer, Anthony .
NATURE, 2007, 447 (7146) :799-816
[3]   Current-generation high-throughput sequencing: deepening insights into mammalian transcriptomes [J].
Blencowe, Benjamin J. ;
Ahmad, Sidrah ;
Lee, Leo J. .
GENES & DEVELOPMENT, 2009, 23 (12) :1379-1386
[4]   A method for counting PCR template molecules with application to next-generation sequencing [J].
Casbon, James A. ;
Osborne, Robert J. ;
Brenner, Sydney ;
Lichtenstein, Conrad P. .
NUCLEIC ACIDS RESEARCH, 2011, 39 (12) :e81
[5]   The Reality of Pervasive Transcription [J].
Clark, Michael B. ;
Amaral, Paulo P. ;
Schlesinger, Felix J. ;
Dinger, Marcel E. ;
Taft, Ryan J. ;
Rinn, John L. ;
Ponting, Chris P. ;
Stadler, Peter F. ;
Morris, Kevin V. ;
Morillon, Antonin ;
Rozowsky, Joel S. ;
Gerstein, Mark B. ;
Wahlestedt, Claes ;
Hayashizaki, Yoshihide ;
Carninci, Piero ;
Gingeras, Thomas R. ;
Mattick, John S. .
PLOS BIOLOGY, 2011, 9 (07)
[6]   Counting individual DNA molecules by the stochastic attachment of diverse labels [J].
Fu, Glenn K. ;
Hu, Jing ;
Wang, Pei-Hua ;
Fodor, Stephen P. A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (22) :9026-9031
[7]   Exome RNA sequencing reveals rare and novel alternative transcripts [J].
Halvardson, Jonatan ;
Zaghlool, Ammar ;
Feuk, Lars .
NUCLEIC ACIDS RESEARCH, 2013, 41 (01)
[8]   Error-correcting barcoded primers for pyrosequencing hundreds of samples in multiplex [J].
Hamady, Micah ;
Walker, Jeffrey J. ;
Harris, J. Kirk ;
Gold, Nicholas J. ;
Knight, Rob .
NATURE METHODS, 2008, 5 (03) :235-237
[9]   Characterization of the single-cell transcriptional landscape by highly multiplex RNA-seq [J].
Islam, Saiful ;
Kjallquist, Una ;
Moliner, Annalena ;
Zajac, Pawel ;
Fan, Jian-Bing ;
Lonnerberg, Peter ;
Linnarsson, Sten .
GENOME RESEARCH, 2011, 21 (07) :1160-1167
[10]   Accurate sampling and deep sequencing of the HIV-1 protease gene using a Primer ID [J].
Jabara, Cassandra B. ;
Jones, Corbin D. ;
Roach, Jeffrey ;
Anderson, Jeffrey A. ;
Swanstrom, Ronald .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (50) :20166-20171