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http://amp.pharm.mssm.edu/Harmonizome/

Web application that allows for searching, visualization, and prediction about genes and proteins. It contains a collection of processed datasets gathered to serve and mine knowledge about genes and proteins from major online resources.

Proper citation: Harmonizome (RRID:SCR_016176) Copy   

•   Source: SciCrunch Registry

http://cole-trapnell-lab.github.io/monocle-release/docs/

Software package for analyzing single cell gene expression, classifying and counting cells, performing differential expression analysis between subpopulations of cells, and reconstructing cellular trajcectories. Works well with very large single-cell RNA-Seq experiments containing tens of thousands of cells or more. Used in computational analysis of gene expression data in single cell gene expression studies to profile transcriptional regulation in complex biological processes and highly heterogeneous cell populations.

Proper citation: Monocle2 (RRID:SCR_016339) Copy   

•   Source: SciCrunch Registry

http://omics.informatics.indiana.edu/AbundantOTU/

Software tool for analysis of large 16S rRNA pyrosequences by using a consensus alignment algorithm, utilizing the sequence redundancy of abundant species in the pyrosequence dataset.

Proper citation: AbundantOTU+ (RRID:SCR_016527) Copy   

•   Source: SciCrunch Registry

http://www.nlac.org.tw/RMRC/index_e.aspx

Supplier of mice for research purposes.

Proper citation: National Applied Research Laboratories (RRID:SCR_016405) Copy   

•   Source: SciCrunch Registry

https://www.jax.org/research-and-faculty/resources/oak-ridge-strains#

Supplier of mice for research purposes.

Proper citation: Oak Ridge Collection at JAX (RRID:SCR_016409) Copy   

•   Source: SciCrunch Registry

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://www.thermofisher.com/tw/zt/home/life-science/microarray-analysis/microarray-analysis-instruments-software-services/microarray-analysis-software/affymetrix-transcriptome-analysis-console-software.html

Software tool for microarray analysis designed for biologists . Used for identification of differential expression by providing interactive visualizations.

Proper citation: Transcriptome Analysis Console (RRID:SCR_016519) Copy   

•   Source: SciCrunch Registry

https://[email protected]/vkuzmanovski/rn-approach.git

Software tool with approaching infers network structure by measuring the pairwise associations between the data observed in the individual network nodes. It follows the more general statistical perspective of GRN inference, where no explicit model of the data is built or assumed.

Proper citation: Generalized Relevance Network (RRID:SCR_016488) Copy   

•   Source: SciCrunch Registry

http://www.myv.ne.jp/obs/

Supplier of mice for research purposes.

Proper citation: Oriental BioService Inc. (RRID:SCR_016404) Copy   

•   Source: SciCrunch Registry

http://microc.org

Software tool to model genotypes in their microenvironment and to predict single- and multi-cellular behaviour. A 3D virtual microenvironment for perturbation biology., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: microC (RRID:SCR_016672) 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://www.omicsnet.ca/

Web based tool to create different types of molecular interaction networks and visually explore them in a three-dimensional (3D) space (genes/proteins, microRNAs, transcription factors or metabolites).

Proper citation: OmicsNet (RRID:SCR_016724) Copy   

•   Source: SciCrunch Registry

https://bioinformatics.niaid.nih.gov/netcirchro/

Software interactive tool for visualizing and analyzing network data in the spatial context of the chromosome. Used to discover the role of gene organization in functional regulatory networks. Plugin enables users of Cytoscape to overlay networks onto a circular chromosomal map.

Proper citation: NetCirChro (RRID:SCR_016616) Copy   

•   Source: SciCrunch Registry

https://github.com/hakyimlab/PrediXcan

Software tool to detect known and novel genes associated with disease traits and provide insights into the mechanism of these associations. Used to test the molecular mechanisms through which genetic variation affects phenotype.

Proper citation: PrediXcan (RRID:SCR_016739) Copy   

•   Source: SciCrunch Registry

http://metascape.org/gp/index.html#/main/step1

Web service to analyze gene or protein lists. Provides automated meta analysis tools to understand pathways within a group of orthogonal target-discovery studies.

Proper citation: Metascape (RRID:SCR_016620) 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

https://github.com/maypoleflyn/BSATOS

Software tools for next generation sequencing based bulked segregation analysis for outbreeding species including fruit trees such as apple or cirtus. Used to improve gene mapping efficiency of next generation sequencing based segregant analysis in outbreeding species and realize rapid candidate gene mining based on multi-omics data.

Proper citation: Bulked segregation analysis tools for outbreeding species (RRID:SCR_017009) Copy   

•   Source: SciCrunch Registry

http://portal.brain-map.org/

Portal provides access to data and web based applications created for benefit of global research community by Allen Institute for Brain Science. Projects to ombine genomics with neuroanatomy by creating gene expression maps for mouse and human brain. Mouse Brain Atlas, Human Brain Atlas, Developing Mouse Brain Atlas, Developing Human Brain Atlas, Mouse Connectivity Atlas, Non-Human Primate Atlas, and Mouse Spinal Cord Atlas and three related projects Glioblastoma, Mouse Diversity, and Sleep data banks, are used to advance various fields of science especially in neurobiological diseases.

Proper citation: Allen Brain Atlas (RRID:SCR_017001) Copy   

•   Source: SciCrunch Registry

https://github.com/ehodzic/cd-CAP

Software designed for simultaneous detection of connected subnetworks of an interaction network where genes exhibit conserved alteration patterns across tumor samples.

Proper citation: cd-CAP software (RRID:SCR_016843) Copy   

•   Source: SciCrunch Registry

https://www.networkanalyst.ca/

Web tool for gene expression profiling, meta-analysis and systems understanding. Used for statistical, visual and network-based meta-analysis of gene expression data.

Proper citation: NetworkAnalyst (RRID:SCR_016909) Copy   

•   Source: SciCrunch Registry