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https://github.com/datatagsuite

Software suite to enable discoverability of datasets. Enables submission of metadata on datasets to DataMed. Has core set of elements, which are generic and applicable to any type of dataset, and extended set that can accommodate more specialized data types. Platform independent model developed by NIH BD2K bioCADDIE project for DataMed Data Discovery Index prototype being developed. Also available as annotated serialization in schema.org, which in turn is widely used by major search engines like Google, Microsoft, Yahoo and Yandex.

Proper citation: DatA Tag Suite (RRID:SCR_019236) Copy   

•   Source: SciCrunch Registry

https://cedar.metadatacenter.org/

Web application for creating, collecting, testing, and sharing metadata. It provides templates for metadata models or structures, and is capable of testing those models quickly using real data.

Proper citation: CEDAR Workbench (RRID:SCR_016270) Copy   

•   Source: SciCrunch Registry

https://niaid.github.io/spice/

Software application for data mining and visualization. Used for analyzes of large FLOWJO data sets from polychromatic flow cytometry and organizing the normalized data graphically.

Proper citation: SPICE (RRID:SCR_016603) Copy   

•   Source: SciCrunch Registry

https://www.beiresources.org/

Central data repository that supplies organisms and reagents to the broad community of microbiology and infectious diseases researchers.

Proper citation: BEI Resource Repository (RRID:SCR_013698) Copy   

•   Source: SciCrunch Registry

http://metagenomics.anl.gov/

An automated analysis platform for metagenomes providing quantitative insights into microbial populations based on sequence data. The server primarily provides upload, quality control, automated annotation and analysis for prokaryotic metagenomic shotgun samples.

Proper citation: MG-RAST (RRID:SCR_004814) Copy   

•   Source: SciCrunch Registry

http://crcview.hegroup.org/

Web-based microarray data analysis and visualization system powered by CRC, or Chinese Restaurant cluster, a Dirichlet process model-based clustering algorithm recently developed by Dr. Steve Qin. It also incorporates several gene expression analysis programs from Bioconductor, including GOStats, genefilter, and Heatplus. CRCView also installs from the Bioconductor system 78 annotation libraries of microarray chips for human (31), mouse (24), rat (14), zebrafish (1), chicken (1), Drosophila (3), Arabidopsis (2), Caenorhabditis elegans (1), and Xenopus Laevis (1). CRCView allows flexible input data format, automated model-based CRC clustering analysis, rich graphical illustration, and integrated Gene Ontology (GO)-based gene enrichment for efficient annotation and interpretation of clustering results. CRC has the following features comparing to other clustering tools: 1) able to infer number of clusters, 2) able to cluster genes displaying time-shifted and/or inverted correlations, 3) able to tolerate missing genotype data and 4) provide confidence measure for clusters generated. You need to register for an account in the system to store your data and analyses. The data and results can be visited again anytime you log in.

Proper citation: CRCView (RRID:SCR_007092) Copy   

•   Source: SciCrunch Registry

http://www.niaid.nih.gov/about/organization/dait/pages/csgadp.aspx

Collaborative network of investigators with a focus on prevention of autoimmune disease, defined as halting the development of autoimmune disease prior to clinical onset by means other than global immunosuppression, and an emphasis on Type 1 diabetes. Its mission is to engage in scientific discovery that significantly advances knowledge for the prevention and regulation of autoimmune disease. The specific goals enunciated in pursuit of this mission are: * To create improved models of disease pathogenesis and therapy to better understand immune mechanisms that will provide opportunities for prevention strategies * To use these models as validation platforms with which to test new tools applicable to human studies * To encourage core expertise and collaborative projects designed for rapid translation from animal to human studies, emphasizing the development of surrogate markers for disease progression and/or regulation which can be utilized in the context of clinical trials

Proper citation: Cooperative Study Group for Autoimmune Disease Prevention (RRID:SCR_006803) Copy   

•   Source: SciCrunch Registry

http://coreimmunology.ucsf.edu/flow-cytometry

Flow cytometry facility offering training and services including:Access to two, 17-color BD LSR II analytical instruments with High Throughput Sampler (HTS) module,Configurations:LSRII 1,LSRII 2;Help with Flow Cytometry Panel Design;Fluorofinder (access our cytometers under CFAR Immunology Core);BD Panel designer;SFGH LSRII Flow Core Protocols;LSRII Startup and Shutdown;How to run the CST calibration assay;Access to a 17-color BD FACSAria II for fluorescence-activated cell sorting (FACS);4-way tube sorting;96 well plate sorting;Index sorting;SFGH ARIA Flow Core Protocols and configuration;ARIA Startup;Determining Drop Delay;Side Stream Set Up;Clog Procedure;ARIA Shutdown Protocol;ARIA Configuration;DNA analysis with standard dyes;Analysis of CFP, GFP, YFP, mRFP, mTomato, and mCherry gene expression proteins;Calcium flux measurements using Indo-1;Training of users on the operation of instruments and experimental design through the CIL Flow Cytometry Course;Maintaining and Upgrading Instruments;Research Support Services (study design, assay selection, grant and paper writing support).

Proper citation: University of California at San Francisco Division of Experimental Medicine Flow Core Facility (RRID:SCR_017903) Copy   

•   Source: SciCrunch Registry

https://github.com/dviraran/xCell

Software R package for generating cell type scores and R scripts for development of xCell. Web tool that performs cell type enrichment analysis from gene expression data for immune and stroma cell types. Used for Cell types enrichment analysis.

Proper citation: xCell (RRID:SCR_026446) Copy   

•   Source: SciCrunch Registry

https://github.com/GreenleafLab/chromVAR

Software R package for analyzing sparse chromatin-accessibility data by estimating gain or loss of accessibility within peaks sharing the same motif or annotation while controlling for technical biases. Enables accurate clustering of scATAC-seq profiles and characterization of known and de novo sequence motifs associated with variation in chromatin accessibility. Used for analysis of sparse chromatin accessibility data from single cell or bulk ATAC or DNAse-seq data.

Proper citation: chromvar (RRID:SCR_026570) Copy   

•   Source: SciCrunch Registry

https://github.com/RGLab/CytoML

Software R package that enables cross-platform import, export, and sharing of gated cytometry data. It currently supports Cytobank, FlowJo, Diva, and R, allowing users to import gated cytometry data from commercial platforms into R.

Proper citation: CytoML (RRID:SCR_027485) Copy   

•   Source: SciCrunch Registry

https://github.com/VincentGardeux/demuxlet?tab=readme-ov-file

Software tool that harnesses natural genetic variation to determine the sample identity of each droplet containing a single cell (singlet) and detect droplets containing two cells (doublets). Genetic multiplexing of barcoded single cell RNA-seq.

Proper citation: demuxlet (RRID:SCR_027855) Copy   

•   Source: SciCrunch Registry