Advanced applications of RNA sequencing and challenges

Y Han, S Gao, K Muegge, W Zhang… - … and biology insights, 2015 - journals.sagepub.com
Next-generation sequencing technologies have revolutionarily advanced sequence-based
research with the advantages of high-throughput, high-sensitivity, and high-speed. RNA-seq …

[HTML][HTML] Using R and bioconductor in clinical genomics and transcriptomics

JL Sepulveda - The Journal of Molecular Diagnostics, 2020 - Elsevier
Bioinformatics pipelines are essential in the analysis of genomic and transcriptomic data
generated by next-generation sequencing (NGS). Recent guidelines emphasize the need …

Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2

MI Love, W Huber, S Anders - Genome biology, 2014 - Springer
In comparative high-throughput sequencing assays, a fundamental task is the analysis of
count data, such as read counts per gene in RNA-seq, for evidence of systematic changes …

Count-based differential expression analysis of RNA sequencing data using R and Bioconductor

S Anders, DJ McCarthy, Y Chen, M Okoniewski… - Nature protocols, 2013 - nature.com
RNA sequencing (RNA-seq) has been rapidly adopted for the profiling of transcriptomes in
many areas of biology, including studies into gene regulation, development and disease. Of …

Comparison of software packages for detecting differential expression in RNA-seq studies

F Seyednasrollah, A Laiho, LL Elo - Briefings in bioinformatics, 2015 - academic.oup.com
Abstract RNA-sequencing (RNA-seq) has rapidly become a popular tool to characterize
transcriptomes. A fundamental research problem in many RNA-seq studies is the …

Human intestinal macrophages are involved in the pathology of both ulcerative colitis and Crohn disease

S Dharmasiri, EM Garrido-Martin… - Inflammatory bowel …, 2021 - academic.oup.com
Background Intestinal macrophages are key immune cells in the maintenance of intestinal
immune homeostasis and have a role in the pathogenesis of inflammatory bowel disease …

Roquin promotes constitutive mRNA decay via a conserved class of stem-loop recognition motifs

K Leppek, J Schott, S Reitter, F Poetz, MC Hammond… - Cell, 2013 - cell.com
Tumor necrosis factor-α (TNF-α) is the most potent proinflammatory cytokine in mammals.
The degradation of TNF-α mRNA is critical for restricting TNF-α synthesis and involves a …

BP4RNAseq: a babysitter package for retrospective and newly generated RNA-seq data analyses using both alignment-based and alignment-free quantification …

S Sun, L Xu, Q Zou, G Wang - Bioinformatics, 2021 - academic.oup.com
Processing raw reads of RNA-sequencing (RNA-seq) data, no matter public or newly
sequenced data, involves a lot of specialized tools and technical configurations that are …

READemption—a tool for the computational analysis of deep-sequencing–based transcriptome data

KU Förstner, J Vogel, CM Sharma - Bioinformatics, 2014 - academic.oup.com
RNA-Seq has become a potent and widely used method to qualitatively and quantitatively
study transcriptomes. To draw biological conclusions based on RNA-Seq data, several …

Breast cancer: radiogenomic biomarker reveals associations among dynamic contrast-enhanced MR imaging, long noncoding RNA, and metastasis

S Yamamoto, W Han, Y Kim, L Du, N Jamshidi… - Radiology, 2015 - pubs.rsna.org
Purpose To perform a radiogenomic analysis of women with breast cancer to study the
multiscale relationships among quantitative computer vision–extracted dynamic contrast …