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https://urgi.versailles.inra.fr/Tools/S-Mart

Software toolbox that manages your RNA-Seq and ChIP-Seq data and also produces many different plots to visualize your data. It performs several tasks that are usually required during the analysis of mapped RNA-Seq and ChIP-Seq reads, including data selection and data visualization. It includes the selection (or the exclusion) of the data that overlaps with a reference set, clustering and comparative analysis. It also provides many ways to visualize data: size of the reads, density on the genome, distance with respect to a reference set, and the correlation of two data sets (with cloud plots). A computer science background is not required to run it through a graphical interface and it can be run on any personal computer, yielding results within an hour for most queries.

Proper citation: S-MART (RRID:SCR_001908) Copy   

•   Source: SciCrunch Registry

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

Software that identifies cell population in flow cytometry data. It demonstrates significant advantages in proper identification of populations with non-elliptical shapes, low density populations close to dense ones, minor subpopulations of a major population and rare populations. It samples large data such that spectral clustering is possible while preserving density information in edge weights. More specifically, given a matrix of coordinates as input, SamSPECTRAL first builds the communities to sample the data points. Then, it builds a graph and after weighting the edges by conductance computation, the graph is passed to a classic spectral clustering algorithm to find the spectral clusters. The last stage of SamSPECTRAL is to combine the spectral clusters. The resulting connected components estimate biological cell populations in the data sample.

Proper citation: SamSPECTRAL (RRID:SCR_001858) Copy   

•   Source: SciCrunch Registry

http://www.bioconductor.org/packages/2.13/bioc/html/cqn.html

A normalization tool for RNA-Seq data, implementing the conditional quantile normalization method.

Proper citation: CQN (RRID:SCR_001786) Copy   

•   Source: SciCrunch Registry

http://www.arb-home.de/

Software environment for maintaining databases of molecular sequences and additional information, and for analyzing the sequence data, with emphasis on phylogeny reconstruction. Programs have primarily been developed for ribosomal ribonucleic acid (rRNA) sequences and, therefore, contain special tools for alignment and analysis of these structures. However, other molecular sequence data can also be handled. Protein gene sequences and predicted protein primary structures as well as protein secondary structures can be stored in the same database. ARB package is designed for graphical user interface. Program control and data display are available in a hierarchical set of windows and subwindows. Majority of operations can be controlled using mouse for moving pointer and the left mouse button for initiating and performing operations.

Proper citation: ARB project (RRID:SCR_000515) Copy   

•   Source: SciCrunch Registry

https://github.com/feizhe/PGS

Software tool for association study of high-dimensional microRNA expression data with repeated measures. The penalized regression model incorporates a grid search method for analyzing associations of high-dimensional microRNA expression data with repeated measures.

Proper citation: PGS (RRID:SCR_000475) Copy   

•   Source: SciCrunch Registry

http://mfuzz.sysbiolab.eu/

Software package for noise-robust soft clustering of gene expression time-series data (including a graphical user interface)., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: Mfuzz (RRID:SCR_000523) Copy   

•   Source: SciCrunch Registry

http://gmt.genome.wustl.edu/pindel/0.2.4/

Software to detect breakpoints of large deletions, medium sized insertions, inversions, tandem duplications and other structural variants at single-based resolution from next-gen sequence data. It uses a pattern growth approach to identify the breakpoints of these variants from paired-end short reads., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: Pindel (RRID:SCR_000560) Copy   

•   Source: SciCrunch Registry

http://paleogenomics.irmacs.sfu.ca/FPSAC/

Sogftware for fast Phylogenetic Scaffolding of Ancient Contigs.

Proper citation: FPSAC (RRID:SCR_000555) Copy   

•   Source: SciCrunch Registry

https://posit.co/

Open source and enterprise ready professional software for R statistical computing environment. Integrated development environment for R. Includes console, syntax highlighting editor that supports direct code execution, as well as tools for plotting, history, debugging and workspace management. Available in open source and commercial editions and runs on desktop Windows, Mac, and Linux or in browser connected to RStudio Server or RStudio Server Pro (Debian/Ubuntu, RedHat/CentOS, and SUSE Linux).

Proper citation: RStudio (RRID:SCR_000432) Copy   

•   Source: SciCrunch Registry

http://drfast.sourceforge.net/

A software which maps di-base reads (SOLiD color space reads) to reference genome assemblies in a fast and memory-efficient manner.

Proper citation: drFAST (RRID:SCR_000586) Copy   

•   Source: SciCrunch Registry

http://genome.crg.es/software/gfftools/GFF2PS.html

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on February 28,2023. Software program for visualizing annotations of genomic sequences. The program has features such as the ability to create comprehensive plots, customizable parameters, and flexibility in file format.

Proper citation: Genome BioInformatics Research Lab - gff2ps (RRID:SCR_000462) Copy   

•   Source: SciCrunch Registry

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

Software for identification of metabolites using high precision mass spectrometry. MS Peaks are used to derive a ranked list of sum formulae, alternatively for a given sum formula the theoretical isotope distribution can be calculated to search in MS peak lists.

Proper citation: Rdisop (RRID:SCR_000453) Copy   

•   Source: SciCrunch Registry

http://www.broadinstitute.org/cancer/cga/contest

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on August 8,2025. A software tool (and method) for estimating the amount of cross-sample contamination in next generation sequencing data.

Proper citation: ContEst (RRID:SCR_000595) Copy   

•   Source: SciCrunch Registry

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

Software that discovers which isoforms of a gene are expressed in a given sample together with their abundances, based on RNA-Seq read data.

Proper citation: FlipFlop (RRID:SCR_000625) Copy   

•   Source: SciCrunch Registry

Discontinued

https://github.com/PacificBiosciences/blasr

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on February 28,2023. C++ long-read aligner for PacBio reads., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: BLASR (RRID:SCR_000764) Copy   

•   Source: SciCrunch Registry

http://sourceforge.net/projects/gmcloser/

Software that fills and closes the gaps present in scaffold assemblies, especially those generated by the de novo assembly of whole genomes with next-generation sequencing (NGS) reads. Unlike other gap-closing tools that use only NGS reads, GMcloser uses preassembled contig sets or long read sets as the sequences to close gaps and uses paired-end (PE) reads and a likelihood-based algorithm to improve the accuracy and efficiency of gap closure. The efficiency of gap closure can be increased by successive treatments with different contig sets.

Proper citation: GMcloser (RRID:SCR_000646) Copy   

•   Source: SciCrunch Registry

https://github.com/shinout/clipcrop

Software tool for detecting structural variations with single-base resolution using soft-clipping information from SAM files.

Proper citation: clipcrop (RRID:SCR_000678) Copy   

•   Source: SciCrunch Registry

http://sourceforge.net/projects/triagetools/

A collection of tools for partitioning raw data (fastq reads) from high-throughput sequencing projects. The tools are designed for basic data management as well for prioritizing analysis of certain subsets.

Proper citation: TriageTools (RRID:SCR_000675) Copy   

•   Source: SciCrunch Registry

http://sourceforge.net/projects/operasf/

A sequence assembly software program that uses information from paired-end reads to optimally order and orient contigs assembled from shotgun-sequencing reads.

Proper citation: Opera (RRID:SCR_000665) Copy   

•   Source: SciCrunch Registry

http://www.stat.brown.edu/ZWU/research.aspx

Borrows information across sequences to establish prior distribution of sample variation, so that biological variation can be accounted for even when replicates are not available.

Proper citation: ASC (RRID:SCR_001013) Copy   

•   Source: SciCrunch Registry