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Metagenomics: Read length matters

by K. Eric Wommack, Jaysheel Bhavsar, Jacques Ravel - Applied Environmental Microbiology , 2008
"... Obtaining an unbiased view of the phylogenetic composition and functional diversity within a microbial community is one central objective of metagenomic analysis. New technologies, such as 454 pyrosequencing, have dramatically reduced sequencing costs, to a level where metagenomic analysis may becom ..."
Abstract - Cited by 43 (2 self) - Add to MetaCart
the short-sequence libraries. This was especially pronounced for a Chesapeake Bay virioplankton metagenome library. Increasing the short-read sampling depth or the length of derived short reads (up to 400 bp) did not completely resolve the discrepancy in BLASTX homolog detection. Only in cases where

Mode Read Length Throughput Profile Typical Throughput

by unknown authors
"... Sanger-like read lengths- the power of next-gen throughput Uncover more of your genome, transcriptome or metagenome of interest with extended Sanger-like read lengths from the GS FLX+ System. Improvements in sequencing chemistry, instrumentation and software offer the latest in GS FLX System perform ..."
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Sanger-like read lengths- the power of next-gen throughput Uncover more of your genome, transcriptome or metagenome of interest with extended Sanger-like read lengths from the GS FLX+ System. Improvements in sequencing chemistry, instrumentation and software offer the latest in GS FLX System

Alternative isoform regulation in human tissue transcriptomes

by Eric T. Wang, Rickard S, Shujun Luo, Irina Khrebtukova, Lu Zhang, Christine Mayr, Stephen F. Kingsmore, Gary P. Schroth, Christopher B. Burge - Nature , 2008
"... Through alternative processing of pre-mRNAs, individual mammalian genes often produce multiple mRNA and protein isoforms that may have related, distinct or even opposing functions. Here we report an in-depth analysis of 15 diverse human tissue and cell line transcriptomes based on deep sequencing of ..."
Abstract - Cited by 545 (6 self) - Add to MetaCart
conservation in regulatory regions and with generation of full-length open reading frames. Patterns of AS and APA were strongly correlated across tissues, suggesting coordinated regulation of these processes, and sequence conservation of a subset of known regulatory motifs in both alternative introns and 3

NewsWeeder: Learning to Filter Netnews

by Ken Lang - in Proceedings of the 12th International Machine Learning Conference (ML95 , 1995
"... A significant problem in many information filtering systems is the dependence on the user for the creation and maintenance of a user profile, which describes the user's interests. NewsWeeder is a netnews-filtering system that addresses this problem by letting the user rate his or her interest l ..."
Abstract - Cited by 561 (0 self) - Add to MetaCart
level for each article being read (1-5), and then learning a user profile based on these ratings. This paper describes how NewsWeeder accomplishes this task, and examines the alternative learning methods used. The results show that a learning algorithm based on the Minimum Description Length (MDL

What is a hidden Markov model?

by Sean R. Eddy , 2004
"... Often, problems in biological sequence analysis are just a matter of putting the right label on each residue. In gene identification, we want to label nucleotides as exons, introns, or intergenic sequence. In sequence alignment, we want to associate residues in a query sequence with ho-mologous resi ..."
Abstract - Cited by 1344 (8 self) - Add to MetaCart
splice site consenses, codon bias, exon/intron length preferences, and open reading frame analysis all in one scoring system. How should all those parameters be set? How should different kinds of information be weighted? A second issue is being able to interpret results probabilistically. Finding a best

De novo fragment assembly with short mate-paired reads: Does the read length matter?

by Mark J. Chaisson, Dumitru Brinza, Pavel A. Pevzner , 2009
"... Increasing read length is currently viewed as the crucial condition for fragment assembly with next-generation sequencing technologies. However, introducing mate-paired reads (separated by a gap of length, GapLength) opens a possibility to transform short mate-pairs into long mate-reads of length Ga ..."
Abstract - Cited by 54 (1 self) - Add to MetaCart
Increasing read length is currently viewed as the crucial condition for fragment assembly with next-generation sequencing technologies. However, introducing mate-paired reads (separated by a gap of length, GapLength) opens a possibility to transform short mate-pairs into long mate-reads of length

Read length versus Depth of Coverage for Viral Quasispecies Reconstruction

by Osvaldo Zagordi, Christian Beisel, Niko Beerenwinkel , 2012
"... Recent advancements of sequencing technology have opened up unprecedented opportunities in many application areas. Virus samples can now be sequenced efficiently with very deep coverage to infer the genetic diversity of the underlying virus populations. Several sequencing platforms with different un ..."
Abstract - Cited by 1 (0 self) - Add to MetaCart
clones sequenced with both platforms and additional simulation experiments, we assessed the trade-off between sequencing coverage, read length, and error rate. For fixed costs, short Illumina reads can be generated at higher coverage and allow for detecting variants at lower frequencies. They can also

The Effect Read Length has on the Performance of Adaptive Seeds for Sequence Alignment

by Raymond Wan, Szymon M. Kie, Paul Horton, Martin C. Frith
"... Efficient alignment algorithms are needed to keep up with the continued growth in sequencing tech-nologies. While Smith-Waterman-based methods continue to improve, many practitioners still prefer faster heuristic methods despite the lack of a guarantee in optimality. Seed-and-extend heuristics (as u ..."
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Efficient alignment algorithms are needed to keep up with the continued growth in sequencing tech-nologies. While Smith-Waterman-based methods continue to improve, many practitioners still prefer faster heuristic methods despite the lack of a guarantee in optimality. Seed-and-extend heuristics (as used by BLAST) employ fixed-size seeds (or words) as starting points for local alignment.

The Impacts of Read Length and Transcriptome Complexity for De ovo Assembly: A Simulation Study

by Zheng Chang, Zhenjia Wang, Guojun Li , 2014
"... Transcriptome assembly using RNA-seq data- particularly in non-model organisms has been dramatically improved, but only recently have the pre-assembly procedures, such as sequencing depth and error correction, been studied. Increasing read length is viewed as a crucial condition to further improve t ..."
Abstract - Cited by 2 (0 self) - Add to MetaCart
Transcriptome assembly using RNA-seq data- particularly in non-model organisms has been dramatically improved, but only recently have the pre-assembly procedures, such as sequencing depth and error correction, been studied. Increasing read length is viewed as a crucial condition to further improve

Paired-end (PE) support Yes Yes Yes No Variable read length Yes Yes Yes Yes*

by unknown authors
"... BRAT-bw is a tool for BS-seq reads mapping, i.e. mapping of bisulfite-treated sequenced reads. BRAT-bw is a part of BRAT’s suit. Therefore, input and output formats for BRAT-bw are the same as for BRAT. BRAT-bw supports two distinct bisulfite libraries: type I yields sequenced reads that are bisulfi ..."
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in the first 32…64bp, has limitation on the minimum read length (32bp), and no limitation on the maximum read length. The number of references is unlimited with total number of base-pairs limited to 2 32. BRAT-bw currently does not support insertions or deletions. Feature comparison of BRAT-bw and other
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