Literature DB >> 24449890

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

Glenn K Fu1, Weihong Xu, Julie Wilhelmy, Michael N Mindrinos, Ronald W Davis, Wenzhong Xiao, Stephen P A Fodor.   

Abstract

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.

Keywords:  RNA-seq; cDNA library; molecular barcoding

Mesh:

Substances:

Year:  2014        PMID: 24449890      PMCID: PMC3918775          DOI: 10.1073/pnas.1323732111

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  25 in total

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Journal:  Proc Natl Acad Sci U S A       Date:  1999-08-03       Impact factor: 11.205

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3.  Error-correcting barcoded primers for pyrosequencing hundreds of samples in multiplex.

Authors:  Micah Hamady; Jeffrey J Walker; J Kirk Harris; Nicholas J Gold; Rob Knight
Journal:  Nat Methods       Date:  2008-02-10       Impact factor: 28.547

Review 4.  Current-generation high-throughput sequencing: deepening insights into mammalian transcriptomes.

Authors:  Benjamin J Blencowe; Sidrah Ahmad; Leo J Lee
Journal:  Genes Dev       Date:  2009-06-15       Impact factor: 11.361

5.  The transcriptional landscape of the yeast genome defined by RNA sequencing.

Authors:  Ugrappa Nagalakshmi; Zhong Wang; Karl Waern; Chong Shou; Debasish Raha; Mark Gerstein; Michael Snyder
Journal:  Science       Date:  2008-05-01       Impact factor: 47.728

6.  Mapping and quantifying mammalian transcriptomes by RNA-Seq.

Authors:  Ali Mortazavi; Brian A Williams; Kenneth McCue; Lorian Schaeffer; Barbara Wold
Journal:  Nat Methods       Date:  2008-05-30       Impact factor: 28.547

7.  mRNA enrichment protocols determine the quantification characteristics of external RNA spike-in controls in RNA-Seq studies.

Authors:  Tao Qing; Ying Yu; Tingting Du; Leming Shi
Journal:  Sci China Life Sci       Date:  2013-02-08       Impact factor: 6.038

8.  Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project.

Authors:  Ewan Birney; John A Stamatoyannopoulos; Anindya Dutta; Roderic Guigó; Thomas R Gingeras; Elliott H Margulies; Zhiping Weng; Michael Snyder; Emmanouil T Dermitzakis; Robert E Thurman; Michael S Kuehn; Christopher M Taylor; Shane Neph; Christoph M Koch; Saurabh Asthana; Ankit Malhotra; Ivan Adzhubei; Jason A Greenbaum; Robert M Andrews; Paul Flicek; Patrick J Boyle; Hua Cao; Nigel P Carter; Gayle K Clelland; Sean Davis; Nathan Day; Pawandeep Dhami; Shane C Dillon; Michael O Dorschner; Heike Fiegler; Paul G Giresi; Jeff Goldy; Michael Hawrylycz; Andrew Haydock; Richard Humbert; Keith D James; Brett E Johnson; Ericka M Johnson; Tristan T Frum; Elizabeth R Rosenzweig; Neerja Karnani; Kirsten Lee; Gregory C Lefebvre; Patrick A Navas; Fidencio Neri; Stephen C J Parker; Peter J Sabo; Richard Sandstrom; Anthony Shafer; David Vetrie; Molly Weaver; Sarah Wilcox; Man Yu; Francis S Collins; Job Dekker; Jason D Lieb; Thomas D Tullius; Gregory E Crawford; Shamil Sunyaev; William S Noble; Ian Dunham; France Denoeud; Alexandre Reymond; Philipp Kapranov; Joel Rozowsky; Deyou Zheng; Robert Castelo; Adam Frankish; Jennifer Harrow; Srinka Ghosh; Albin Sandelin; Ivo L Hofacker; Robert Baertsch; Damian Keefe; Sujit Dike; Jill Cheng; Heather A Hirsch; Edward A Sekinger; Julien Lagarde; Josep F Abril; Atif Shahab; Christoph Flamm; Claudia Fried; Jörg Hackermüller; Jana Hertel; Manja Lindemeyer; Kristin Missal; Andrea Tanzer; Stefan Washietl; Jan Korbel; Olof Emanuelsson; Jakob S Pedersen; Nancy Holroyd; Ruth Taylor; David Swarbreck; Nicholas Matthews; Mark C Dickson; Daryl J Thomas; Matthew T Weirauch; James Gilbert; Jorg Drenkow; Ian Bell; XiaoDong Zhao; K G Srinivasan; Wing-Kin Sung; Hong Sain Ooi; Kuo Ping Chiu; Sylvain Foissac; Tyler Alioto; Michael Brent; Lior Pachter; Michael L Tress; Alfonso Valencia; Siew Woh Choo; Chiou Yu Choo; Catherine Ucla; Caroline Manzano; Carine Wyss; Evelyn Cheung; Taane G Clark; James B Brown; Madhavan Ganesh; Sandeep Patel; Hari Tammana; Jacqueline Chrast; Charlotte N Henrichsen; Chikatoshi Kai; Jun Kawai; Ugrappa Nagalakshmi; Jiaqian Wu; Zheng Lian; Jin Lian; Peter Newburger; Xueqing Zhang; Peter Bickel; John S Mattick; Piero Carninci; Yoshihide Hayashizaki; Sherman Weissman; Tim Hubbard; Richard M Myers; Jane Rogers; Peter F Stadler; Todd M Lowe; Chia-Lin Wei; Yijun Ruan; Kevin Struhl; Mark Gerstein; Stylianos E Antonarakis; Yutao Fu; Eric D Green; Ulaş Karaöz; Adam Siepel; James Taylor; Laura A Liefer; Kris A Wetterstrand; Peter J Good; Elise A Feingold; Mark S Guyer; Gregory M Cooper; George Asimenos; Colin N Dewey; Minmei Hou; Sergey Nikolaev; Juan I Montoya-Burgos; Ari Löytynoja; Simon Whelan; Fabio Pardi; Tim Massingham; Haiyan Huang; Nancy R Zhang; Ian Holmes; James C Mullikin; Abel Ureta-Vidal; Benedict Paten; Michael Seringhaus; Deanna Church; Kate Rosenbloom; W James Kent; Eric A Stone; Serafim Batzoglou; Nick Goldman; Ross C Hardison; David Haussler; Webb Miller; Arend Sidow; Nathan D Trinklein; Zhengdong D Zhang; Leah Barrera; Rhona Stuart; David C King; Adam Ameur; Stefan Enroth; Mark C Bieda; Jonghwan Kim; Akshay A Bhinge; Nan Jiang; Jun Liu; Fei Yao; Vinsensius B Vega; Charlie W H Lee; Patrick Ng; Atif Shahab; Annie Yang; Zarmik Moqtaderi; Zhou Zhu; Xiaoqin Xu; Sharon Squazzo; Matthew J Oberley; David Inman; Michael A Singer; Todd A Richmond; Kyle J Munn; Alvaro Rada-Iglesias; Ola Wallerman; Jan Komorowski; Joanna C Fowler; Phillippe Couttet; Alexander W Bruce; Oliver M Dovey; Peter D Ellis; Cordelia F Langford; David A Nix; Ghia Euskirchen; Stephen Hartman; Alexander E Urban; Peter Kraus; Sara Van Calcar; Nate Heintzman; Tae Hoon Kim; Kun Wang; Chunxu Qu; Gary Hon; Rosa Luna; Christopher K Glass; M Geoff Rosenfeld; Shelley Force Aldred; Sara J Cooper; Anason Halees; Jane M Lin; Hennady P Shulha; Xiaoling Zhang; Mousheng Xu; Jaafar N S Haidar; Yong Yu; Yijun Ruan; Vishwanath R Iyer; Roland D Green; Claes Wadelius; Peggy J Farnham; Bing Ren; Rachel A Harte; Angie S Hinrichs; Heather Trumbower; Hiram Clawson; Jennifer Hillman-Jackson; Ann S Zweig; Kayla Smith; Archana Thakkapallayil; Galt Barber; Robert M Kuhn; Donna Karolchik; Lluis Armengol; Christine P Bird; Paul I W de Bakker; Andrew D Kern; Nuria Lopez-Bigas; Joel D Martin; Barbara E Stranger; Abigail Woodroffe; Eugene Davydov; Antigone Dimas; Eduardo Eyras; Ingileif B Hallgrímsdóttir; Julian Huppert; Michael C Zody; Gonçalo R Abecasis; Xavier Estivill; Gerard G Bouffard; Xiaobin Guan; Nancy F Hansen; Jacquelyn R Idol; Valerie V B Maduro; Baishali Maskeri; Jennifer C McDowell; Morgan Park; Pamela J Thomas; Alice C Young; Robert W Blakesley; Donna M Muzny; Erica Sodergren; David A Wheeler; Kim C Worley; Huaiyang Jiang; George M Weinstock; Richard A Gibbs; Tina Graves; Robert Fulton; Elaine R Mardis; Richard K Wilson; Michele Clamp; James Cuff; Sante Gnerre; David B Jaffe; Jean L Chang; Kerstin Lindblad-Toh; Eric S Lander; Maxim Koriabine; Mikhail Nefedov; Kazutoyo Osoegawa; Yuko Yoshinaga; Baoli Zhu; Pieter J de Jong
Journal:  Nature       Date:  2007-06-14       Impact factor: 49.962

9.  Proposed methods for testing and selecting the ERCC external RNA controls.

Authors: 
Journal:  BMC Genomics       Date:  2005-11-02       Impact factor: 3.969

10.  Fast and accurate short read alignment with Burrows-Wheeler transform.

Authors:  Heng Li; Richard Durbin
Journal:  Bioinformatics       Date:  2009-05-18       Impact factor: 6.937

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  48 in total

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2.  Transcript Barcoding Illuminates the Expression Level of Synthetic Constructs in E. coli Nissle Residing in the Mammalian Gut.

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Journal:  ACS Synth Biol       Date:  2020-04-29       Impact factor: 5.110

3.  Incorporation of unique molecular identifiers in TruSeq adapters improves the accuracy of quantitative sequencing.

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4.  Characterization of splice-altering mutations in inherited predisposition to cancer.

Authors:  Silvia Casadei; Suleyman Gulsuner; Brian H Shirts; Jessica B Mandell; Hannah M Kortbawi; Barbara S Norquist; Elizabeth M Swisher; Ming K Lee; Yael Goldberg; Robert O'Connor; Zheng Tan; Colin C Pritchard; Mary-Claire King; Tom Walsh
Journal:  Proc Natl Acad Sci U S A       Date:  2019-12-16       Impact factor: 11.205

5.  SeqControl: process control for DNA sequencing.

Authors:  Lauren C Chong; Marco A Albuquerque; Nicholas J Harding; Cristian Caloian; Michelle Chan-Seng-Yue; Richard de Borja; Michael Fraser; Robert E Denroche; Timothy A Beck; Theodorus van der Kwast; Robert G Bristow; John D McPherson; Paul C Boutros
Journal:  Nat Methods       Date:  2014-08-31       Impact factor: 28.547

6.  Targeted and highly multiplexed detection of microorganisms by employing an ensemble of molecular probes.

Authors:  Weihong Xu; Sujatha Krishnakumar; Molly Miranda; Michael A Jensen; Marilyn Fukushima; Curtis Palm; Eula Fung; Ronald W Davis; Robert P St Onge; Richard W Hyman
Journal:  Appl Environ Microbiol       Date:  2014-05-02       Impact factor: 4.792

7.  Reply to Schmitt et al.: Data-filtering schemes for avoiding double-counting in circle sequencing.

Authors:  Jeffrey A Hussmann; Dianne I Lou; Sara L Sawyer; William H Press
Journal:  Proc Natl Acad Sci U S A       Date:  2014-04-22       Impact factor: 11.205

8.  High efficiency error suppression for accurate detection of low-frequency variants.

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Review 9.  RNA-Seq methods for transcriptome analysis.

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10.  Base-pair-resolution genome-wide mapping of active RNA polymerases using precision nuclear run-on (PRO-seq).

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Journal:  Nat Protoc       Date:  2016-07-21       Impact factor: 13.491

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