Journal ArticleDOI
Sequencing depth and coverage: key considerations in genomic analyses
TLDR
The issue of sequencing depth in the design of next-generation sequencing experiments is discussed and current guidelines and precedents on the issue of coverage are reviewed for four major study designs, including de novo genome sequencing, genome resequencing, transcriptome sequencing and genomic location analyses.Abstract:
Sequencing technologies have placed a wide range of genomic analyses within the capabilities of many laboratories. However, sequencing costs often set limits to the amount of sequences that can be generated and, consequently, the biological outcomes that can be achieved from an experimental design. In this Review, we discuss the issue of sequencing depth in the design of next-generation sequencing experiments. We review current guidelines and precedents on the issue of coverage, as well as their underlying considerations, for four major study designs, which include de novo genome sequencing, genome resequencing, transcriptome sequencing and genomic location analyses (for example, chromatin immunoprecipitation followed by sequencing (ChIP-seq) and chromosome conformation capture (3C)).read more
Citations
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Robustness of differential gene expression analysis of RNA-seq.
Alexey Stupnikov,Alexey Stupnikov,Caitríona E. McInerney,Kienan Savage,Stuart McIntosh,Frank Emmert-Streib,Richard D Kennedy,Manuel Salto-Tellez,Kevin M. Prise,Darragh G. McArt +9 more
TL;DR: In this paper, five DGE models (DESeq2, voom+limma, edgeR, EBSeq, NOISeq) were investigated for gene-level detection using a controlled analysis of fixed count matrices.
Journal ArticleDOI
Psoralen Inactivation of Viruses: A Process for the Safe Manipulation of Viral Antigen and Nucleic Acid.
Katherine Schneider,Loni Wronka-Edwards,Melissa Leggett-Embrey,Eric Walker,Peifang Sun,Brian D. Ondov,Travis H Wyman,M. J. Rosovitz,Sherry S Bohn,James P. Burans,Tadeusz J. Kochel +10 more
TL;DR: The method of virus inactivation using a psoralen molecule appears to have broad applicability to RNA viruses and to leave both the particle and RNA of the treated virus intact, while rendering the virus non-infectious.
Journal ArticleDOI
A roadmap for high-throughput sequencing studies of wild animal populations using noninvasive samples and hybridization capture.
Lauren C. White,Claudia Fontsere,Esther Lizano,David A. Hughes,Samuel Angedakin,Milica Arandjelovic,Anne-Céline Granjon,Jörg B. Hans,Jack D. Lester,M. Timothy Rabanus-Wallace,Carolyn Rowney,Veronika Städele,Tomas Marques-Bonet,Kevin E. Langergraber,Linda Vigilant +14 more
TL;DR: It is shown that one round of capture is preferable when the proportion of subject DNA in a sample is above ~2%–3%, and a model is developed that predicts the sequencing effort necessary for a desired data yield from samples of a given quality.
Journal ArticleDOI
Diagnosing tuberculosis in the 21st century - Dawn of a genomics revolution?
TL;DR: Current applications of NGS for TB diagnosis including sequencing cultured isolates to predict drug resistance and, more desirably, direct diagnostic metagenomic sequencing of clinical samples are reviewed.
Journal ArticleDOI
Distinct peripheral blood monocyte and neutrophil transcriptional programs following intracerebral hemorrhage and different etiologies of ischemic stroke
Paulina Carmona-Mora,Bradley P. Ander,Glen C. Jickling,Glen C. Jickling,Cheryl Dykstra-Aiello,Xinhua Zhan,Eva Ferino,Farah Hamade,Hajar Amini,Heather Hull,Frank R. Sharp,Boryana Stamova +11 more
TL;DR: In this paper, cell-specific transcriptome responses following intracerebral hemorrhage (ICH) and ischemic stroke (IS) were characterized using RNA-seq in isolated neutrophils, monocytes and whole blood.
References
More filters
Journal ArticleDOI
edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.
TL;DR: EdgeR as mentioned in this paper is a Bioconductor software package for examining differential expression of replicated count data, which uses an overdispersed Poisson model to account for both biological and technical variability and empirical Bayes methods are used to moderate the degree of overdispersion across transcripts, improving the reliability of inference.
Journal ArticleDOI
Initial sequencing and analysis of the human genome.
Eric S. Lander,Lauren Linton,Bruce W. Birren,Chad Nusbaum,Michael C. Zody,Jennifer Baldwin,Keri Devon,Ken Dewar,Michael Doyle,William Fitzhugh,Roel Funke,Diane Gage,Katrina Harris,Andrew Heaford,John Howland,Lisa Kann,Jessica A. Lehoczky,Rosie Levine,Paul A. McEwan,Kevin McKernan,James Meldrim,Jill P. Mesirov,Cher Miranda,William Morris,Jerome Naylor,Christina Raymond,Mark Rosetti,Ralph Santos,Andrew Sheridan,Carrie Sougnez,Nicole Stange-Thomann,Nikola Stojanovic,Aravind Subramanian,Dudley Wyman,Jane Rogers,John Sulston,R Ainscough,Stephan Beck,David Bentley,John Burton,C M Clee,Nigel P. Carter,Alan Coulson,Rebecca Deadman,Panos Deloukas,Andrew Dunham,Ian Dunham,Richard Durbin,Lisa French,Darren Grafham,Simon G. Gregory,Tim Hubbard,Sean Humphray,Adrienne Hunt,Matthew Jones,Christine Lloyd,Amanda McMurray,Lucy Matthews,Simon Mercer,Sarah Milne,James C. Mullikin,Andrew J. Mungall,Robert W. Plumb,Mark T. Ross,Ratna Shownkeen,Sarah Sims,Robert H. Waterston,Richard K. Wilson,LaDeana W. Hillier,John Douglas Mcpherson,Marco A. Marra,Elaine R. Mardis,Lucinda Fulton,Asif T. Chinwalla,Kymberlie H. Pepin,Warren Gish,Stephanie L. Chissoe,Michael C. Wendl,Kim D. Delehaunty,Tracie L. Miner,Andrew Delehaunty,Jason B. Kramer,Lisa Cook,Robert S. Fulton,Douglas L. Johnson,Patrick Minx,Sandra W. Clifton,Trevor Hawkins,Elbert Branscomb,Paul Predki,Paul G. Richardson,Sarah Wenning,Tom Slezak,Norman A. Doggett,Jan Fang Cheng,Anne S. Olsen,Susan Lucas,Christopher J. Elkin,Edward Uberbacher,Marvin Frazier,Richard A. Gibbs,Donna M. Muzny,Steven E. Scherer,John Bouck,Erica Sodergren,Kim C. Worley,Catherine M. Rives,James H. Gorrell,Michael L. Metzker,Susan L. Naylor,Raju Kucherlapati,David L. Nelson,George M. Weinstock,Yoshiyuki Sakaki,Asao Fujiyama,Masahira Hattori,Tetsushi Yada,Atsushi Toyoda,Takehiko Itoh,Chiharu Kawagoe,Hidemi Watanabe,Yasushi Totoki,Todd D. Taylor,Jean Weissenbach,Roland Heilig,William Saurin,François Artiguenave,Philippe Brottier,Thomas Brüls,Eric Pelletier,Catherine Robert,Patrick Wincker,André Rosenthal,Matthias Platzer,Gerald Nyakatura,Stefan Taudien,Andreas Rump,Douglas R. Smith,Lynn Doucette-Stamm,Marc Rubenfield,Keith Weinstock,Mei Lee Hong,Joann Dubois,Huanming Yang,Jun Yu,Jian Wang,Guyang Huang,Jun Gu,Leroy Hood,Lee Rowen,Anup Madan,Shizen Qin,Ronald W. Davis,Nancy A. Federspiel,A. Pia Abola,Michael Proctor,Bruce A. Roe,Feng Chen,Huaqin Pan,Juliane Ramser,Hans Lehrach,Richard Reinhardt,W. Richard McCombie,Melissa De La Bastide,Neilay Dedhia,H. Blöcker,K. Hornischer,Gabriele Nordsiek,Richa Agarwala,L. Aravind,Jeffrey A. Bailey,Alex Bateman,Serafim Batzoglou,Ewan Birney,Peer Bork,Daniel G. Brown,Christopher B. Burge,Lorenzo Cerutti,Hsiu Chuan Chen,Deanna M. Church,Michele Clamp,Richard R. Copley,Tobias Doerks,Sean R. Eddy,Evan E. Eichler,Terrence S. Furey,James E. Galagan,James G. R. Gilbert,Cyrus L. Harmon,Yoshihide Hayashizaki,David Haussler,Henning Hermjakob,Karsten Hokamp,Wonhee Jang,L. Steven Johnson,Thomas A. Jones,Simon Kasif,Arek Kaspryzk,Scot Kennedy,W. James Kent,Paul Kitts,Eugene V. Koonin,Ian F Korf,David Kulp,Doron Lancet,Todd M. Lowe,Aoife McLysaght,Tarjei S. Mikkelsen,John V. Moran,Nicola Mulder,Victor J. Pollara,Chris P. Ponting,Greg Schuler,Jörg Schultz,Guy Slater,Arian F.A. Smit,Elia Stupka,Joseph Szustakowki,Danielle Thierry-Mieg,Jean Thierry-Mieg,Lukas Wagner,John W. Wallis,Raymond Wheeler,Alan Williams,Yuri I. Wolf,Kenneth H. Wolfe,Shiaw Pyng Yang,Ru Fang Yeh,Francis S. Collins,Mark S. Guyer,Jane Peterson,Adam Felsenfeld,Kris A. Wetterstrand,Richard M. Myers,Jeremy Schmutz,Mark Dickson,Jane Grimwood,David R. Cox,Maynard V. Olson,Rajinder Kaul,Christopher K. Raymond,Nobuyoshi Shimizu,Kazuhiko Kawasaki,Shinsei Minoshima,Glen A. Evans,Maria Athanasiou,Roger A. Schultz,Aristides Patrinos,Michael J. Morgan +248 more
TL;DR: The results of an international collaboration to produce and make freely available a draft sequence of the human genome are reported and an initial analysis is presented, describing some of the insights that can be gleaned from the sequence.
Journal ArticleDOI
Differential expression analysis for sequence count data.
Simon Anders,Wolfgang Huber +1 more
TL;DR: A method based on the negative binomial distribution, with variance and mean linked by local regression, is proposed and an implementation, DESeq, as an R/Bioconductor package is presented.
Journal ArticleDOI
RNA-Seq: a revolutionary tool for transcriptomics
TL;DR: The RNA-Seq approach to transcriptome profiling that uses deep-sequencing technologies provides a far more precise measurement of levels of transcripts and their isoforms than other methods.
Journal ArticleDOI
TopHat: discovering splice junctions with RNA-Seq
TL;DR: The TopHat pipeline is much faster than previous systems, mapping nearly 2.2 million reads per CPU hour, which is sufficient to process an entire RNA-Seq experiment in less than a day on a standard desktop computer.