Scater: pre-processing, quality control, normalization and visualization of single-cell RNA-seq data in R (Q31154742)

12 October 2017

Scater: pre-processing, quality control, normalization and visualization of single-cell RNA-seq data in R (English)

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12 October 2017

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12 October 2017

Kieran R Campbell

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12 October 2017

Aaron T L Lun

series ordinal

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12 October 2017

Quin F Wills

series ordinal

4

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12 October 2017

language of work or name

English

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publication date

14 January 2017

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12 October 2017

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12 October 2017

33

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12 October 2017

8

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12 October 2017

1179-1186

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Creative Commons Attribution 4.0 International

12 October 2017

start time

15 January 2017

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April 2023 Public Data File from Crossref

copyright status

copyrighted

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describes a project that uses

ggplot2

object named as

ggplot2

2 references

10 June 2022

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/efetch.fcgi?db=pmc&rettype=xml&id=5408845

CZ Software Mentions: A large dataset of software mentions in the biomedical literature

limma

object named as

limma

2 references

22 June 2022

https://europepmc.org/article/PMC/5408845

based on heuristic

inferred from PubMed Central ID database lookup

CZ Software Mentions: A large dataset of software mentions in the biomedical literature

edgeR

object named as

edgeR

1 reference

CZ Software Mentions: A large dataset of software mentions in the biomedical literature

cites work

SC3: consensus clustering of single-cell RNA-seq data

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

A step-by-step workflow for low-level analysis of single-cell RNA-seq data with Bioconductor.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Resolving early mesoderm diversification through single-cell expression profiling

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Pooling across cells to normalize single-cell RNA sequencing data with many zero counts.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

A benchmark for RNA-seq quantification pipelines

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Beyond comparisons of means: understanding changes in gene expression at the single-cell level

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Near-optimal probabilistic RNA-seq quantification

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Classification of low quality cells from single-cell RNA-seq data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Characterizing transcriptional heterogeneity through pathway and gene set overdispersion analysis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

destiny: diffusion maps for large-scale single-cell data in R.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

MAST: a flexible statistical framework for assessing transcriptional changes and characterizing heterogeneity in single-cell RNA sequencing data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

SINCERA: A Pipeline for Single-Cell RNA-Seq Profiling Analysis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Design and Analysis of Single-Cell Sequencing Experiments

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Characterizing noise structure in single-cell RNA-seq distinguishes genuine from technical stochastic allelic expression

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Single-cell messenger RNA sequencing reveals rare intestinal cell types

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

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

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Computational assignment of cell-cycle stage from single-cell transcriptome data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

BASiCS: Bayesian Analysis of Single-Cell Sequencing Data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Sincell: an R/Bioconductor package for statistical assessment of cell-state hierarchies from single-cell RNA-seq.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Diffusion maps for high-dimensional single-cell analysis of differentiation data.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Normalization and noise reduction for single cell RNA-seq experiments

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Brain structure. Cell types in the mouse cortex and hippocampus revealed by single-cell RNA-seq

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Orchestrating high-throughput genomic analysis with Bioconductor

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

limma powers differential expression analyses for RNA-sequencing and microarray studies

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Computational analysis of cell-to-cell heterogeneity in single-cell RNA-sequencing data reveals hidden subpopulations of cells

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

CellCODE: a robust latent variable approach to differential expression analysis for heterogeneous cell populations.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

svaseq: removing batch effects and other unwanted noise from sequencing data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

HTSeq--a Python framework to work with high-throughput sequencing data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Normalization of RNA-seq data using factor analysis of control genes or samples

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Bayesian approach to single-cell differential expression analysis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Single-cell trajectory detection uncovers progression and regulatory coordination in human B cell development

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

featureCounts: an efficient general purpose program for assigning sequence reads to genomic features

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Accounting for technical noise in single-cell RNA-seq experiments.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Single-cell transcriptomics reveals bimodality in expression and splicing in immune cells

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Differential analysis of gene regulation at transcript resolution with RNA-seq

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Fast gapped-read alignment with Bowtie 2

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Using probabilistic estimation of expression residuals (PEER) to obtain increased power and interpretability of gene expression analyses

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Analysis and simulation of gene expression profiles in pure and mixed cell populations

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Differential expression analysis for sequence count data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Tackling the widespread and critical impact of batch effects in high-throughput data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

A scaling normalization method for differential expression analysis of RNA-seq data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

edgeR: a Bioconductor package for differential expression analysis of digital gene expression data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

Capturing heterogeneity in gene expression studies by surrogate variable analysis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5408845

10.1093/BIOINFORMATICS/BTW777

21 June 2018

Identifiers

DOI

1 reference

journals/bioinformatics/McCarthyCLW17

12 October 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

12 October 2017

1 reference