[HTML][HTML] Towards reliable isoform quantification using RNA-SEQ data
Background In eukaryotes, alternative splicing often generates multiple splice variants from
a single gene. Here weexplore the use of RNA sequencing (RNA-Seq) datasets to address …
a single gene. Here weexplore the use of RNA sequencing (RNA-Seq) datasets to address …
[HTML][HTML] Comparative evaluation of full-length isoform quantification from RNA-Seq
Background Full-length isoform quantification from RNA-Seq is a key goal in transcriptomics
analyses and has been an area of active development since the beginning. The …
analyses and has been an area of active development since the beginning. The …
Identifying differentially spliced genes from two groups of RNA-seq samples
Recent study revealed that most human genes have alternative splicing and can produce
multiple isoforms of transcripts. Differences in the relative abundance of the isoforms of a …
multiple isoforms of transcripts. Differences in the relative abundance of the isoforms of a …
SpliceTrap: a method to quantify alternative splicing under single cellular conditions
Motivation: Alternative splicing (AS) is a pre-mRNA maturation process leading to the
expression of multiple mRNA variants from the same primary transcript. More than 90% of …
expression of multiple mRNA variants from the same primary transcript. More than 90% of …
McSplicer: a probabilistic model for estimating splice site usage from RNA-seq data
I Alqassem, Y Sonthalia, E Klitzke-Feser, H Shim… - …, 2021 - academic.oup.com
Motivation Alternative splicing removes intronic sequences from pre-mRNAs in alternative
ways to produce different forms (isoforms) of mature mRNA. The composition of expressed …
ways to produce different forms (isoforms) of mature mRNA. The composition of expressed …
[HTML][HTML] Estimation of alternative splicing isoform frequencies from RNA-Seq data
M Nicolae, S Mangul, II Măndoiu… - Algorithms for molecular …, 2011 - Springer
Background Massively parallel whole transcriptome sequencing, commonly referred as RNA-
Seq, is quickly becoming the technology of choice for gene expression profiling. However …
Seq, is quickly becoming the technology of choice for gene expression profiling. However …
WemIQ: an accurate and robust isoform quantification method for RNA-seq data
Motivation: The deconvolution of isoform expression from RNA-seq remains challenging
because of non-uniform read sampling and subtle differences among isoforms. Results: We …
because of non-uniform read sampling and subtle differences among isoforms. Results: We …
Statistical modeling of isoform splicing dynamics from RNA-seq time series data
Y Huang, G Sanguinetti - Bioinformatics, 2016 - academic.oup.com
Motivation: Isoform quantification is an important goal of RNA-seq experiments, yet it
remains problematic for genes with low expression or several isoforms. These difficulties …
remains problematic for genes with low expression or several isoforms. These difficulties …
[HTML][HTML] NSMAP: a method for spliced isoforms identification and quantification from RNA-Seq
Background The development of techniques for sequencing the messenger RNA (RNA-Seq)
enables it to study the biological mechanisms such as alternative splicing and gene …
enables it to study the biological mechanisms such as alternative splicing and gene …
[HTML][HTML] ASGAL: aligning RNA-Seq data to a splicing graph to detect novel alternative splicing events
Background While the reconstruction of transcripts from a sample of RNA-Seq data is a
computationally expensive and complicated task, the detection of splicing events from RNA …
computationally expensive and complicated task, the detection of splicing events from RNA …