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https://cumulus.readthedocs.io/en/stable

Software tool as cloud based single cell genomics and spatial transcriptomics data analysis framework that is scalable to massive amounts of data and able to process variety of data types. Consists of cloud analysis workflow, Python analysis package and visualization application. Supports analysis of single-cell RNA-seq, CITE-seq, Perturb-seq, single-cell ATAC-seq, single-cell immune repertoire and spatial transcriptomics data.

Proper citation: Cumulus (RRID:SCR_021644) Copy   

•   Source: SciCrunch Registry

https://pypi.org/project/jcvi/

Software tool as collection of Python libraries to parse bioinformatics files, or perform computation related to assembly, annotation, and comparative genomics.

Proper citation: jcvi (RRID:SCR_021641) Copy   

•   Source: SciCrunch Registry

https://training.incf.org

Portal that provides multimedia educational content from courses, conference lectures, and laboratory exercises from some of leading neuroscience institutes and societies to be more accessible to global neuroscience community.

Proper citation: TrainingSpace (RRID:SCR_022036) Copy   

•   Source: SciCrunch Registry

https://hpap.pmacs.upenn.edu/about-pancdb

Portal to make all Human Pancreas Analysis Program data available to anyone in research community and to interact with and connect scientific community. Stores clinical, molecular, cellular, immunology, imaging, and pathology data from pancreatic tissue and cell samples from organ donors with and without type 1 or type 2 diabetes.

Proper citation: PANC-DB (RRID:SCR_021860) Copy   

•   Source: SciCrunch Registry

http://www.paintomics.org

Web tool for integrative visualization of multiple omic datasets onto KEGG pathways. Supports integrated visualization of multiple species of different biological kingdoms and offers user possibility to request any other organism present in KEGG database.

Proper citation: PaintOmics (RRID:SCR_021859) Copy   

•   Source: SciCrunch Registry

https://simulabeta.sourceforge.io/

Software tool as simulation program for insulin glucose feedback control. Based on nonlinear MiMe-NoCoDI model.

Proper citation: SimulaBeta (RRID:SCR_021900) Copy   

•   Source: SciCrunch Registry

https://github.com/ANGSD/angsd

Software tool fo analysis of next generation sequencing data. Calculates various summary statistics, and performs association mapping and population genetic analyses utilizing full information in next generation sequencing data by working directly on raw sequencing data or by using genotype likelihoods.

Proper citation: ANGSD (RRID:SCR_021865) Copy   

•   Source: SciCrunch Registry

https://github.com/seqcode/pegr

Web service platform logging metadata for genomic samples and high throughput sequencing, manages data processing workflows, and provides quality control reporting and visualization. PEGR links people, samples, protocols, sequencing and bioinformatics computation to comply with FAIR best practices for publications and data management plans.Tracks and quality controls experiments from conception to publication ready figures, compatible with multiple assays and bioinformatic pipelines. It supports rigor and reproducibility for biochemists working at wet bench, while continuing to fully support reproducibility and reliability for bioinformaticians through integration with Galaxy platform.

Proper citation: Platform for Epigenomic and Genomic Research (RRID:SCR_021861) Copy   

•   Source: SciCrunch Registry

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

Software R package for cell type deconvolution of heterogeneous tissues based on bulk RNAseq data or single cell RNAseq expression profiles.Provides unified testing interface to rapidly run and benchmark multiple deconvolution methods.

Proper citation: granulator (RRID:SCR_022158) Copy   

•   Source: SciCrunch Registry

https://github.com/vlink/marge

Software package that integrates genome wide genetic variation with epigenetic data to identify collaborative transcription factor pairs. Optimized to work with chromatin accessibility assays such as ATAC-seq or DNase I hypersensitivity, as well as transcription factor binding data collected by ChIP-seq. Used to identify combinations of cell type specific transcription factors while simultaneously interpreting functional effects of non-coding genetic variation.

Proper citation: Motif Mutation Analysis for Regulatory Genomic Elements (RRID:SCR_021902) Copy   

•   Source: SciCrunch Registry

http://bioinfo.jialab-ucr.org/CancerMIRNome/

Web server for cancer miRNome interactive analysis and visualization based on human miRNome data of cancer types from The Cancer Genome Atlas, and public cancer circulating miRNome profiling datasets from NCBI Gene Expression Omnibus and ArrayExpress. Comprehensive database for interactive analysis and visualization of miRNA expression profiles.

Proper citation: CancerMIRNome (RRID:SCR_022092) Copy   

•   Source: SciCrunch Registry

http://ceumass.eps.uspceu.es/

Software tool for searching metabolites in different databases including Kegg, HMDB, LipidMaps, Metlin, NP Atlas, KNApSAcK, MINE and in house library. Designed for searches through experimental masses obtained from mass spectrometry techniques. Metabolite annotation tool that uses expert system to score putative annotation based on analytical information acquired under different configurations.

Proper citation: CEU Mass Mediator (RRID:SCR_022090) Copy   

•   Source: SciCrunch Registry

https://github.com/mourisl/Rcorrector

Software tool as kmer based error correction method for RNAseq data. Can also be applied to other types of sequencing data where read coverage is nonuniform, such as single cell sequencing. Used for error correction for Illumina RNAseq reads.

Proper citation: Rcorrector (RRID:SCR_022011) Copy   

•   Source: SciCrunch Registry

https://rubyonrails.org/

Open source web application development framework. Model View Controller framework, providing default structures for database, web service, and web pages.

Proper citation: Ruby on Rails (RRID:SCR_022129) Copy   

•   Source: SciCrunch Registry

https://github.com/neuronanalyser/neuronanalyser

Software analysis toolkit for tracking blobs and extracting intensity values from imaging data, designed for use with ratiometric fluorescent sensors.

Proper citation: Neuronanalyser (RRID:SCR_022007) Copy   

•   Source: SciCrunch Registry

https://www.plumed.org/

Open source, community developed library that provides range of different methods, which include enhanced sampling algorithms, free energy methods, tools to analyze vast amounts of data produced by molecular dynamics simulations. PLUMED 2 is complete rewrite of the code in object oriented programming language C plus plus. This new version introduces greater flexibility and greater modularity, which both extends its core capabilities and makes it far easier to add new methods and CVs. It also has simpler interface with the MD engines and provides single software library containing both tools and core facilities.

Proper citation: PLUMED 2 (RRID:SCR_021952) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/package=StAMPP

Software R package for statistical analysis of mixed ploidy populations.Used for calculation of population structure and differentiation based on single nucleotide polymorphism genotype data from populations of any ploidy level, and/or mixed ploidy levels.

Proper citation: StAMPP (RRID:SCR_022022) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/package=hierfstat

Software R package for estimation and tests of hierarchical F statistics.Used to estimate hierarchical F-statistics from haploid or diploid genetic data with any numbers of levels in hierarchy.Intended for analysis of population structure using genetic markers.

Proper citation: hierfstat (RRID:SCR_022021) Copy   

•   Source: SciCrunch Registry

https://www.zeiss.com/microscopy/int/products/microscope-software/zen.html

Software package for ZEISS light microscopy systems. Universal user interface for every imaging system from ZEISS to assist to acquire images, process images, visualize big data by GPU powered 3D engine, analyze images via Machine Learning-based tools, correlate between light-light or light-electron microscopes, store raw data in secure format locally or in the cloud., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: ZEN-ZEISS Efficient Navigation (RRID:SCR_021725) Copy   

•   Source: SciCrunch Registry

http://rna.informatik.uni-freiburg.de/MutaRNA/Input.jsp

Web server predicts and visualizes mutation induced structure changes of single nucleotide polymorphism in RNA sequence. This covers changes in accessibility (single strandedness) of molecule, its intra molecular base pairing potential and its base pairing probabilities. One of Freiburg RNA tools.

Proper citation: MutaRNA (RRID:SCR_021723) Copy   

•   Source: SciCrunch Registry