Computational identification of splicing phenotypes from single cell transcriptomic experiments
Y Huang, G Sanguinetti - biorxiv, 2020 - biorxiv.org
RNA splicing is an important driver of heterogeneity in single cells, both through the
expression of alternative transcripts and as a major determinant of transcriptional kinetics …
expression of alternative transcripts and as a major determinant of transcriptional kinetics …
BRIE2: computational identification of splicing phenotypes from single-cell transcriptomic experiments
Y Huang, G Sanguinetti - Genome biology, 2021 - Springer
RNA splicing is an important driver of heterogeneity in single cells through the expression of
alternative transcripts and as a determinant of transcriptional kinetics. However, the intrinsic …
alternative transcripts and as a determinant of transcriptional kinetics. However, the intrinsic …
Shiba: A unified computational method for robust identification of differential RNA splicing across platforms
Alternative pre-mRNA splicing (AS) is a fundamental regulatory process that generates
transcript diversity and cell type variation. We developed Shiba, a robust method integrating …
transcript diversity and cell type variation. We developed Shiba, a robust method integrating …
Detecting differential alternative splicing events in scRNA-seq with or without Unique Molecular Identifiers
The emergence of single-cell RNA-seq (scRNA-seq) technology has made it possible to
measure gene expression variations at cellular level. This breakthrough enables the …
measure gene expression variations at cellular level. This breakthrough enables the …
Prospects of Identifying Alternative Splicing Events from Single-Cell RNA Sequencing Data
J Wang, L Yuan - Current Bioinformatics, 2024 - ingentaconnect.com
Background: The advent of single-cell RNA sequencing (scRNA-seq) technology has
offered unprecedented opportunities to unravel cellular heterogeneity and functions. Yet …
offered unprecedented opportunities to unravel cellular heterogeneity and functions. Yet …
Investigating RNA splicing as a source of cellular diversity using a binomial mixture model
K Isaev, DA Knowles - Machine Learning in Computational …, 2024 - proceedings.mlr.press
Alternative splicing (AS) contributes significantly to RNA and protein variability yet its role in
defining cellular diversity is not fully understood. While Smart-seq2 offers enhanced …
defining cellular diversity is not fully understood. While Smart-seq2 offers enhanced …
Identifying cell state–associated alternative splicing events and their coregulation
Alternative splicing shapes the transcriptome and contributes to each cell's unique identity,
but single-cell RNA sequencing (scRNA-seq) has struggled to capture the impact of …
but single-cell RNA sequencing (scRNA-seq) has struggled to capture the impact of …
Genomic sequences and RNA-binding proteins predict RNA splicing efficiency in various single-cell contexts
R Hou, Y Huang - Bioinformatics, 2022 - academic.oup.com
Motivation The RNA splicing efficiency is of high interest for both understanding the
regulatory machinery of gene expression and estimating the RNA velocity in single cells …
regulatory machinery of gene expression and estimating the RNA velocity in single cells …
MARVEL: an integrated alternative splicing analysis platform for single-cell RNA sequencing data
WX Wen, AJ Mead, S Thongjuea - Nucleic Acids Research, 2023 - academic.oup.com
Alternative splicing is an important source of heterogeneity underlying gene expression
between individual cells but remains an understudied area due to the paucity of …
between individual cells but remains an understudied area due to the paucity of …
BRIE: transcriptome-wide splicing quantification in single cells
Y Huang, G Sanguinetti - Genome biology, 2017 - Springer
Single-cell RNA-seq (scRNA-seq) provides a comprehensive measurement of stochasticity
in transcription, but the limitations of the technology have prevented its application to dissect …
in transcription, but the limitations of the technology have prevented its application to dissect …