RNA sequencing data: hitchhiker's guide to expression analysis

K Van den Berge, KM Hembach… - Annual Review of …, 2019 - annualreviews.org
Gene expression is the fundamental level at which the results of various genetic and
regulatory programs are observable. The measurement of transcriptome-wide gene …

RNA-seq data science: From raw data to effective interpretation

D Deshpande, K Chhugani, Y Chang… - Frontiers in …, 2023 - frontiersin.org
RNA sequencing (RNA-seq) has become an exemplary technology in modern biology and
clinical science. Its immense popularity is due in large part to the continuous efforts of the …

Single-cell alternative splicing analysis with expedition reveals splicing dynamics during neuron differentiation

Y Song, OB Botvinnik, MT Lovci, B Kakaradov, P Liu… - Molecular cell, 2017 - cell.com
Alternative splicing (AS) generates isoform diversity for cellular identity and homeostasis in
multicellular life. Although AS variation has been observed among single cells, little is …

RapMap: a rapid, sensitive and accurate tool for map** RNA-seq reads to transcriptomes

A Srivastava, H Sarkar, N Gupta, R Patro - Bioinformatics, 2016 - academic.oup.com
Motivation: The alignment of sequencing reads to a transcriptome is a common and
important step in many RNA-seq analysis tasks. When aligning RNA-seq reads directly to a …

Comparative assessment of methods for the computational inference of transcript isoform abundance from RNA-seq data

A Kanitz, F Gypas, AJ Gruber, AR Gruber, G Martin… - Genome biology, 2015 - Springer
Background Understanding the regulation of gene expression, including transcription start
site usage, alternative splicing, and polyadenylation, requires accurate quantification of …

RNA‐seq data: challenges in and recommendations for experimental design and analysis

AG Williams, S Thomas, SK Wyman… - Current protocols in …, 2014 - Wiley Online Library
RNA‐seq is widely used to determine differential expression of genes or transcripts as well
as identify novel transcripts, identify allele‐specific expression, and precisely measure …

RNA-seq gene profiling-a systematic empirical comparison

NA Fonseca, J Marioni, A Brazma - Plos one, 2014 - journals.plos.org
Accurately quantifying gene expression levels is a key goal of experiments using RNA-
sequencing to assay the transcriptome. This typically requires aligning the short reads …

Kourami: graph-guided assembly for novel human leukocyte antigen allele discovery

H Lee, C Kingsford - Genome biology, 2018 - Springer
Accurate ty** of human leukocyte antigen (HLA) is important because HLA genes play
important roles in immune responses and disease genesis. Previously available …

HLA-VBSeq: accurate HLA ty** at full resolution from whole-genome sequencing data

N Nariai, K Kojima, S Saito, T Mimori, Y Sato, Y Kawai… - BMC genomics, 2015 - Springer
Background Human leucocyte antigen (HLA) genes play an important role in determining
the outcome of organ transplantation and are linked to many human diseases. Because of …

Oarfish: Enhanced probabilistic modeling leads to improved accuracy in long read transcriptome quantification

ZZ Jousheghani, R Patro - bioRxiv, 2024 - pmc.ncbi.nlm.nih.gov
Motivation: Long read sequencing technology is becoming an increasingly indispensable
tool in genomic and transcriptomic analysis. In transcriptomics in particular, long reads offer …