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https://picrust.github.io/picrust/
Software package to predict metagenome functional content from marker gene (e.g., 16S rRNA) surveys and full genomes. Used to predict which gene families are present and then combines gene families to estimate the composite metagenome.
Proper citation: PICRUSt (RRID:SCR_016855) Copy
http://www.nitrc.org/projects/quicknii/
Histological brain section series aligner to volumetric atlases. Software tool for user guided affine registration (anchoring) of 2D experimental image data, typically high resolution microscopic images, to 3D atlas reference space, facilitating data integration through standardized coordinate systems. Part of the QUINT workflow.
Proper citation: QuickNII (RRID:SCR_016854) Copy
http://ced.co.uk/products/sigovin
Software package for sweep based data acquisition and analysis of time based waveform data obtained through CED digital analogue converter by Cambridge Electronic Design System Limited. Used for transient capture, patch and voltage clamp, LTP studies, evoked response and TMS.
Proper citation: Signal (RRID:SCR_017081) Copy
https://github.com/kendomaniac/rCASC
Software package for reproducible classification analysis of single cell sequencing data.
Proper citation: rCASC (RRID:SCR_017005) Copy
Software tool for data management in clinical studies to improve care for patients with Traumatic Brain Injury (TBI). Used to search and find study variables with the associated information and export study data for further analysis.
Proper citation: INCF-Neurobot (RRID:SCR_017004) Copy
https://www.stemformatics.org/#
Gene expression data portal developed for stem cell community, containing public gene expression datasets derived from microarray, RNA sequencing and single cell profiling technologies. Portal to visualize and download curated stem cell data. Provides easy to use and intuitive tools for biologists to visually explore data, including interactive gene expression profiles, principal component analysis plots and hierarchical clusters, among others.
Proper citation: Stemformatics (RRID:SCR_017002) Copy
https://github.com/cancerit/cgpBattenberg
Software tool as installation helper, perl wrapper and R program Battenberg which detects subclonality and copy number in matched NGS data.
Proper citation: cgpBattenberg (RRID:SCR_017092) Copy
https://github.com/fenderglass/Flye
Software package as de novo assembler for single molecule sequencing reads. Used for assembling long, error prone reads such as those produced by PacBio and Oxford Nanopore Technologies, for fast and accurate genome reconstructions. Available for Linux and MacOS platforms.
Proper citation: Flye (RRID:SCR_017016) Copy
http://sourceforge.net/projects/bbmap
Software tool as a short read aligner for DNA and RNA seq data. Used for large genomes with millions of scaffolds. Can align reads from Illumina, PacBio, 454, Sanger, Ion Torrent, Nanopore. Fast and accurate, particularly with highly mutated genomes or reads with long indels, even whole gene deletions over 100kbp long. It has no upper limit to genome size or number of contigs. Written in Java, can run on any platform.
Proper citation: BBmap (RRID:SCR_016965) Copy
http://zhoulab.usc.edu/TopDom/
Software tool to identify Topological Domains, which are basic builiding blocks of genome structure. Detects topological domains in a linear time., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.
Proper citation: TopDom (RRID:SCR_016964) Copy
Web based ontology enrichment tool for lipidomic data analysis. Used for lipidomics to search for enriched LION-terms in lipidomic subsets. LION-terms contain detailed lipid classification by LIPIDMAPS, biophysical data, lipid functions and organelle associations. Freely accessible in a platform independent way.
Proper citation: LION/web (RRID:SCR_017018) Copy
Portal provides software library and python scripts for medical image processing. Open source set of software tools for medical image processing, medical image analysis, image registration, statistical analysis, quantitative MRI processing, image denoising and filtering, and segmentation developed by VISAGES/Empenn research team. Available as Github repository and compiled binaries for various OS including OSX, Fedora, Ubuntu, Windows.
Proper citation: Anima (RRID:SCR_017017) Copy
http://bioconductor.org/packages/gage/
Software R package for gene set enrichment or pathway analysis. Applicable independent of microarray or RNAseq data attributes including sample sizes, experimental designs, assay platforms, and other types of heterogeneity. Pipeline routines of multiple GAGE analyses in batch, comparison between parallel analyses, and combined analysis of heterogeneous data from different sources and studies.
Proper citation: GAGE (RRID:SCR_017067) Copy
https://github.com/llawas/Rice_HxD_Metabolomics
Source code used in the analysis of GC MS data from rice samples. Workflow for statistical analysis of GC MS data from field grown rice exposed to combined drought and heat stress.
Proper citation: Source code for analysis of GC-MS data - Rice HxD Project (RRID:SCR_017073) Copy
https://jgi.doe.gov/data-and-tools/bbtools/bb-tools-user-guide/bbduk-guide/
Software tool for trimming and filtering sequencing data. Used to combine data quality related trimming, filtering, and masking operations into a single tool adapter. BBDuk2 allows multiple kmer based operations in a single pass.
Proper citation: Bestus Bioinformaticus Duk (RRID:SCR_016969) Copy
http://bioconductor.org/packages/release/data/experiment/html/affydata.html
Software R package for analysis of Affymetrix Data. Contains samples data files of a large size.
Proper citation: affydata (RRID:SCR_016976) Copy
Software tool to create and provide heat maps through a graphical interface. Allows to create an expression, pairwise comparison, image overlay, geomap, and geocoordinate heat maps for different data types and applications. Used to interactively visualize data.
Proper citation: Heatmapper (RRID:SCR_016974) Copy
Project provides tools and knowledge to maximize the impact of the biological NMR studies. CCPN software facilitates data analysis and software integration. Project promotes the exchange of knowledge and provides training and best practices for the NMR community and has leading role in the development of NMR data sharing standard and coordination of NMR instrumentation proposals. Includes CCPN Data Model for macromolecular NMR and related areas, CcpNmr suite of programs like Analysis for spectrum visualization, resonance assignment and analysis, ChemBuild to create chemical structure templates in an NMR aware manner, FormatConverter for data exchange with common textual NMR formats and SpecView for swift, format independent peak and spectrum visualization.
Proper citation: Collaborative Computing Project for NMR (RRID:SCR_016983) Copy
https://github.com/macmanes-lab/BinPacker/blob/master/README
Software tool as de novo trascriptome assembler for RNA-Seq data. Used to assemble full length transcripts by remodeling problem as tracking set of trajectories of items over splicing graph. Input RNA-Seq reads in fasta or fastq format, and ouput all assembled candidate transcripts in fasta format. Operating system Unix/Linux.
Proper citation: BinPacker (RRID:SCR_017038) Copy
https://www.ccpn.ac.uk/v2-software/software/extras/datamodelfolder
Model to cover data for macromolecular NMR spectroscopy from the initial experimental data to the final validation. Used for the large scale data deposition, data mining and program interoperability. Enables movement from one software package to another without difficulties with data conversion or loss of information. Works with CcpNmr Analysis software for analysis and interactive display, CcpNmr FormatConverter for allowing transfer of data from programs used in NMR to and from the Data Model, and the CLOUDS software for automated structure calculation and assignment. Used within the CCPN software suite for NMR spectroscopy and at the BioMagResBank for converting existing deposited restraint lists to a standard IUPAC nomenclature.
Proper citation: CCPN Data Model (RRID:SCR_016982) Copy
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