A probabilistic framework is described to predict the alignment to the genome of all paired-end read transcript fragments in a paired-end read dataset. Starting from possible exonic and spliced alignments of all end reads, our method constructs potential splicing paths connecting paired...
We present a novel approach based on large margin learning that combines accurate splice site predictions with common sequence alignment techniques. By solving a convex optimization problem, our algorithm -- called PALMA -- tunes the parameters of the model such that true alignments sco...
MapNext provides four mainly analysis: (i) unspliced alignment and clustering of reads, (ii) spliced alignment of transcriptomic reads, (iii) SNP detection and calculation of SNP frequency from population sequences, and (iv) storage of result data into database to make it available for ...
OLego is a program specifically designed for de novo spliced mapping of mRNA-seq reads. OLego adopts a seeding and extension scheme, and does not rely on a separate external mapper. It achieves high sensitivity of junction detection by using very small seeds (12-14 nt), efficiently mapp...
BBMap is a fast splice-aware aligner for RNA and DNA. It is faster than almost all short-read aligners, yet retains unrivaled sensitivity and specificity, particularly for reads with many errors and indels.
标签:Resequencing, Alignment,Quality Control, RNA-Seq Alignment, Alternative Splicing, Whole Genome Resequencing, SNP discovery,Phylogenetics, Metagenomics,Read Binning
The Subread read aligner and Subjunc junction detector employ a novel read mapping paradigm called "seed-and-vote" to achieve a fast mapping speed and a high mapping accuracy. The seed-and-vote paradigm is particularly powerful in detecting indels. Subjunc can be used to discover exon-e...
CRAC is a mapping software specialized for RNA-Seq data. It detects mutations, indels, splice or fusion junctions in each single read.
We propose a novel way of analyzing reads that integrates genomic locations and local coverage, and delivers all above mentioned predictions in a singl...
标签:Mapping, RNA Seq analysis,RNA-Seq Alignment, Alternative Splicing, Fusion genes, Fusion transcripts, SNP discovery,InDel discovery
Processes raw sequence data from Sanger or 454 sequencing into a hybrid de-novo assembly, annotates it and produces GMOD compatible output, including a SeqFeature database suitable for GBrowse.
Subread is a general-purpose read aligner which can be used to map both genomic DNA-seq reads and RNA-seq reads. It uses a new mapping paradigm called "seed-and-vote" to achieve fast, accurate and scalable read mapping. It automatically determines if a read should be globally or locally...
UnoSeq is a Java library to analyze next generation sequencing data (e.g. data generated by Illumina's mRNAseq method) and especially perform expression profiling in organisms where no well-annotated reference genome exists.
标签:RNA-Seq Alignment, De novo transcriptome assembly