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
More filters
Journal ArticleDOI
Spatiotemporal regulation of enhancers during cardiogenesis
Laurent Dupays,Timothy J. Mohun +1 more
TL;DR: The identification of enhancers in the developing heart has revealed new insights into the transcriptional mechanisms of how tissue-specific gene expression patterns are established, maintained, and change dynamically during development and upon physiological stress.
Book ChapterDOI
Bioinformatics Principles for Deciphering Cardiovascular Diseases
Le Shu,Douglas Arneson,Xia Yang +2 more
TL;DR: The basic principles of bioinformatics and core algorithms and tools applicable to CVD are summarized by focusing on those relevant to the most commonly used omics data types including genomics, epigenomics, transcriptomics, metabolomics, proteomics, and microbiota.
Dissertation
Next generation sequencing data in bovine: quality control, imputation, and application
TL;DR: NSERC, DairyGen, Canadian Dairy Network, Canadian Cattle Genome Project, and Dairy Research Cluster 2 contribute to this report.
Posted ContentDOI
Multipopulational Transcriptome Analysis of Post-Weaned Beef Cattle at Arrival Further Validates Candidate Biomarkers for Predicting Clinical Bovine Respiratory Disease
Matthew A. Scott,Amelia R. Woolums,C.E. Swiderski,Andy D. Perkins,Bindu Nanduri,David R. Smith,Brandi B. Karisch,William B. Epperson,John Blanton +8 more
TL;DR: Receiver operating characteristic (ROC) curves generated from expression data for six DEGs identified in current and previous studies demonstrated good-to-excellent predictability for classifying disease occurrence and severity.
Journal ArticleDOI
Non-Coding Variants in Cancer: Mechanistic Insights and Clinical Potential for Personalized Medicine.
TL;DR: In this article, the authors focus on functional variants that reside in transcribed or not transcribed non-coding regions of the cancer genome and present a collection of appropriate state-of-the-art methodologies to study them.
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.