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http://saclab.tamu.edu/essentiality/transit/

Software tool Python based and open source for statistical analysis of TnSeq data. Provides a graphical interface to three different statistical methods for analyzing TnSeq data capable of identifying essential genes in individual datasets as well as comparative analysis between conditions.

Proper citation: TRANSIT (RRID:SCR_016492) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/web/packages/anocva/index.html

Software R package as a nonparametric statistical test to compare clustering structures with applications in functional magnetic resonance imaging data (fMRI). Used for analysis of cluster variability in the diagnosis of neuropsychological disorders.

Proper citation: ANOCVA (RRID:SCR_016719) Copy   

•   Source: SciCrunch Registry

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   

•   Source: SciCrunch Registry

https://bioconductor.org/packages/release/bioc/html/scran.html

Software package for low-level analyses of single-cell RNA-seq data. Used for quality control, data exploration and normalization, cell cycle phase assignment, identification of highly variable and correlated genes, clustering into subpopulations and marker gene detection.

Proper citation: scran (RRID:SCR_016944) Copy   

•   Source: SciCrunch Registry

http://bioconductor.org/packages/release/bioc/html/ConsensusClusterPlus.html

Software written in R for determining cluster count and membership by stability evidence in unsupervised analysis. Provides quantitative and visual stability evidence for estimating the number of unsupervised classes in a dataset with item tracking, item consensus and cluster consensus plots.

Proper citation: ConsensusClusterPlus (RRID:SCR_016954) Copy   

•   Source: SciCrunch Registry

http://prosightlite.northwestern.edu/

Software application for matching a single candidate protein sequence and its modifications against a set of mass spectrometric observations. Used to analyze top-down mass spectrometry data.

Proper citation: ProSight Lite (RRID:SCR_016908) Copy   

•   Source: SciCrunch Registry

https://pachterlab.github.io/sleuth/about

Software tool for analysis of RNA-Seq experiments for which transcript abundances have been quantified with kallisto. Used for the differential analysis of gene expression data that utilizes bootstrapping in conjunction with response error linear modeling to decouple biological variance from inferential variance.

Proper citation: sleuth (RRID:SCR_016883) Copy   

•   Source: SciCrunch Registry

http://www.bioconductor.org/packages/release/bioc/html/ropls.html

Software R package for multivariate analysis and feature selection of omics data. Used for visualization, regression, classification, and feature selection of omics data where the number of variables exceeds the number of samples and with multicollinearity among variables.

Proper citation: ropls (RRID:SCR_016888) Copy   

•   Source: SciCrunch Registry

https://github.com/flo-compbio/xlmhg

Software Python package as a semiparametric test for enrichment in ranked lists. Used for determining gene set enrichment.

Proper citation: XL-mHG (RRID:SCR_016846) Copy   

•   Source: SciCrunch Registry

https://github.com/PGB-LIV/VAPPER

Software tool for analysis of variant antigens in African trypanosomes. Used for quantitative analysis of antigenic diversity in systems data of genomes, transcriptomes, and proteomes, called Variant Antigen Profiling to understand how antigenic diversity relates to clinical outcome, how antigen genes may be used as epidemiological markers of virulence, and in measuring gene expression during experimental infections.

Proper citation: VAPPER (RRID:SCR_016993) Copy   

•   Source: SciCrunch Registry

https://github.com/CGATOxford/UMI-tools

Open source software package for handling Unique Molecular Identifiers in NGS data sets.

Proper citation: UMI-tools (RRID:SCR_017048) Copy   

•   Source: SciCrunch Registry

https://bioconductor.org/packages/release/bioc/html/goseq.html

Software application for performing Gene Ontology analysis on RNAseq data and other length biased data. Used to reduce complexity and highlight biological processes in genome wide expression studies.

Proper citation: Goseq (RRID:SCR_017052) Copy   

•   Source: SciCrunch Registry

https://github.com/fmaguire/Bridger_Assembler

Software package as de novo trascriptome assembler for RNA-Seq data. Framework for de novo transcriptome assembly using RNA-seq data. Can assemble all transcripts from short reads without using reference. Input RNA-Seq reads in fasta or fastq format, and ouput all assembled candidate transcripts in fasta format. Operating system Unix/Linux.

Proper citation: Bridger (RRID:SCR_017039) Copy   

•   Source: SciCrunch Registry

https://github.com/dgrun/FateID

Software R package for inference of cell fate bias from single cell RNA-seq data. Iterative supervised learning algorithm for probabilistic quantification of cell fate bias in progenitor populations.

Proper citation: FateID (RRID:SCR_017244) Copy   

•   Source: SciCrunch Registry

https://github.com/powellgenomicslab/ascend

Software R package for analysis of single cell RNA-seq expression, normalization and differential expression data. Provides framework to perform cell and gene filtering, quality control, normalization, dimension reduction, clustering, differential expression, and visualization functions.

Proper citation: ascend (RRID:SCR_017257) Copy   

•   Source: SciCrunch Registry

http://www.iqtree.org/

Software tool as stochastic algorithm for estimating maximum likelihood phylogenies. Used for phylogenomic inference.

Proper citation: IQ-TREE (RRID:SCR_017254) Copy   

•   Source: SciCrunch Registry

http://crab.rutgers.edu/~dslun/csdeconv/index.html

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on July 31,2025. Software application that maps transcription factor binding sites from ChIP-seq data to high resolution using a blind deconvolution approach.

Proper citation: CSDeconv (RRID:SCR_000016) Copy   

•   Source: SciCrunch Registry

https://github.com/mfumagalli/ngsTools

A collection of software programs for population genetics analyses from NGS (Next-Generation Sequencing) data, taking into account its statistical uncertainty. The methods implemented in these programs do not rely on SNP (Single Nucleotide Polymorphism) or genotype calling, and are particularly suitable for low sequencing depth data.

Proper citation: ngsTools (RRID:SCR_005489) Copy   

•   Source: SciCrunch Registry

https://github.com/stamatak/standard-RAxML

Software program for phylogenetic analyses of large datasets under maximum likelihood.

Proper citation: RAxML (RRID:SCR_006086) Copy   

•   Source: SciCrunch Registry

http://www.jcvi.org/metarep/

A tool for high-performance comparative metagenomics that allows users to view, query, browse, and compare metagenomics annotation profiles from short reads or assemblies. Users can use statistical tests, hierarchical clustering, multidimensional scaling, and heat maps to compare multiple datasets at various functional and taxonomic levels.

Proper citation: METAREP (RRID:SCR_011926) Copy   

•   Source: SciCrunch Registry