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Software R package as search tool for single cell RNA-seq data by gene lists. Builds index from scRNA-seq datasets which organizes information in suitable and compact manner so that datasets can be very efficiently searched for either cells or cell types in which given list of genes is expressed.
Proper citation: Scfind (RRID:SCR_017339) Copy
https://bioconductor.org/packages/EGAD/
Software package implements series of highly efficient tools to calculate functional properties of networks based on guilt by association methods. Ultra fast functional analysis of gene networks.
Proper citation: Extending Guilt by Association by Degree (RRID:SCR_018427) Copy
https://bioconductor.org/packages/StructuralVariantAnnotation/
Software R package for structural variant analysis. Contains helper functions for dealing with structural variants in VCF format. Contains functions for parsing VCFs from number of popular callers as well as functions for dealing with breakpoints involving two separate genomic loci encoded as GRanges objects.
Proper citation: StructuralVariantAnnotation (RRID:SCR_018683) Copy
https://bioconductor.org/packages/EnhancedVolcano/
Software R package to produce publication ready volcano plots with enhanced colouring and labeling. Used to visualise results of differential expression analyses.
Proper citation: EnhancedVolcano (RRID:SCR_018931) Copy
https://bioconductor.org/packages/DEGreport/
Software R package for creation of HTML report of differential expression analyses of count data. Integrates some of code mentioned in DESeq2 and edgeR vignettes, and reports ranked list of genes according to fold changes mean and variability for each selected gene.
Proper citation: DEGreport (RRID:SCR_018941) Copy
https://bioconductor.org/packages/ReactomePA/
Software R package provides functions for pathway analysis based on REACTOME pathway database. It implements enrichment analysis, gene set enrichment analysis and several functions for visualization.
Proper citation: ReactomePA (RRID:SCR_019316) Copy
https://bioconductor.org/packages/MSnbase/
Software R package provides infrastructure for manipulation, processing and visualisation of mass spectrometry and proteomics data, ranging from raw to quantitative and annotated data. Used for isobaric tagged mass spectrometry data visualization, processing and quantitation.
Proper citation: MSnbase (RRID:SCR_019317) Copy
https://bioconductor.org/packages/biomaRt/
Software package that integrates BioMart data resources with data analysis software in Bioconductor. Can annotate range of gene or gene product identifiers including Entrez Gene and Affymetrix probe identifiers with information such as gene symbol, chromosomal coordinates, Gene Ontology and OMIM annotation. Enables retrieval of genomic sequences and single nucleotide polymorphism information, which can be used in data analysis.
Proper citation: biomaRt (RRID:SCR_019214) Copy
https://www.ncbi.nlm.nih.gov/geo/info/geo2r.html
Software as an interactive web tool to compare two or more groups of samples in a Gene Expression Omnibus (GEO) series regardless of data type and quality. Used to identify genes that are differentially expressed across experimental conditions. Results are presented as a table of genes ordered by significance.
Proper citation: GEO2R (RRID:SCR_016569) Copy
https://visrsoftware.github.io/
Software as an R-based visual framework for analysis of sequencing datasets. Provides a framework for integrative and interactive analyses.
Proper citation: VisR (RRID:SCR_016658) Copy
Web-based microarray data analysis and visualization system powered by CRC, or Chinese Restaurant cluster, a Dirichlet process model-based clustering algorithm recently developed by Dr. Steve Qin. It also incorporates several gene expression analysis programs from Bioconductor, including GOStats, genefilter, and Heatplus. CRCView also installs from the Bioconductor system 78 annotation libraries of microarray chips for human (31), mouse (24), rat (14), zebrafish (1), chicken (1), Drosophila (3), Arabidopsis (2), Caenorhabditis elegans (1), and Xenopus Laevis (1). CRCView allows flexible input data format, automated model-based CRC clustering analysis, rich graphical illustration, and integrated Gene Ontology (GO)-based gene enrichment for efficient annotation and interpretation of clustering results. CRC has the following features comparing to other clustering tools: 1) able to infer number of clusters, 2) able to cluster genes displaying time-shifted and/or inverted correlations, 3) able to tolerate missing genotype data and 4) provide confidence measure for clusters generated. You need to register for an account in the system to store your data and analyses. The data and results can be visited again anytime you log in.
Proper citation: CRCView (RRID:SCR_007092) Copy
https://bioconductor.org/packages/Orthology.eg.db/
Software R package to provide orthology mappings between species, based on NCBI Gene IDs and NCBI orthology mappings.
Proper citation: Orthology.eg.db (RRID:SCR_024740) Copy
https://www.bioconductor.org/packages/release/bioc/html/ExperimentHub.html
Software R package provides central location where curated data from experiments, publications or training courses can be accessed.
Proper citation: ExperimentHub (RRID:SCR_024820) Copy
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