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https://www.synapse.org/#!Synapse:syn22345748/wiki/605339

Reference dataset of multiplexed immunofluorescence microscopy images collected at HMS Laboratory of Systems Pharmacology. Includes set of images of different types for development and benchmarking of computational methods for image processing. As of 4/2/2021, EMIT comprises tissue microarray containing cores from 34 cancer, non-neoplastic diseases, and normal tissue collected from clinical discards under IRB supervised protocol. TMA was imaged using cyclic immunofluorescence method. Additional extensions of EMIT are currently in the planning stages. Long term goal is to compose ImageNet like resource for highly multiplexed images of tissues and tumors by consolidating high quality curated datasets.

Proper citation: Exemplar Microscopy Images of Tissues (RRID:SCR_021052) Copy   

•   Source: SciCrunch Registry

https://appyters.maayanlab.cloud

Collection of web-based software applications that enable users to execute bioinformatics workflows without coding. Turns Jupyter notebooks into fully functional standalone web-based bioinformatics applications. Each Appyter application introduces data entry form for uploading or fetching data, as well as for selecting options for various settings. Once user presses Submit, Appyter is executed in cloud and user is presented with Jupyter Notebook report that contain results. Report includes markdown text, interactive and static figures, and source code. Appyter users can share the link to the output report, as well as download the fully executable notebook for execution on other platforms.

Proper citation: Appyters (RRID:SCR_021245) Copy   

•   Source: SciCrunch Registry

https://www.npatlas.org

Open access knowledge base for microbial natural products discovery. Database of microbially derived natural product structures. Provides coverage of bacterial and fungal natural products to visualize chemical diversity. Includes compounds and contains referenced data for structure, compound names, source organisms, isolation references, total syntheses, and instances of structural reassignment. Interactive web portal permits searching by structure, substructure, and physical properties. Provides mechanisms for visualizing natural products chemical space and dashboards for displaying author and discovery timeline data. Atlas has been developed under FAIR principles.

Proper citation: Natural Products Atlas (RRID:SCR_025107) Copy   

•   Source: SciCrunch Registry

https://pvactools.readthedocs.io/en/latest/

Software toolkit to identify and visualize cancer neoantigens. Cancer immunotherapy tools suite consisting of following tools: pVACseq as cancer immunotherapy pipeline for identifying and prioritizing neoantigens from VCF file; pVACbind as cancer immunotherapy pipeline for identifying and prioritizing neoantigens from FASTA file; pVACfuse as tool for detecting neoantigens resulting from gene fusions; pVACvector as tool designed to aid specifically in construction of DNA-based cancer vaccines; pVACview as application based on R Shiny that assists users in reviewing, exploring and prioritizing neoantigens from results of pVACtools processes for personalized cancer vaccine design.

Proper citation: pVACtools (RRID:SCR_025435) Copy   

•   Source: SciCrunch Registry

http://www.bios.unc.edu/research/genomic_software/Matrix_eQTL/

Software tool for ultra fast eQTL analysis via large matrix operations.

Proper citation: MatrixEQTL (RRID:SCR_025513) Copy   

•   Source: SciCrunch Registry

https://github.com/ccipd/MRQy

Software quality assurance and checking tool for quantitative assessment of magnetic resonance imaging and computed tomography data. Used for quality control of MR imaging data.

Proper citation: MRQy (RRID:SCR_025779) Copy   

•   Source: SciCrunch Registry

https://github.com/kbolton-lab/ArCH

Software somatic variant calling pipeline designed to detect low variant allele fraction clonal hematopoiesjsonsis variants.

Proper citation: ArCH (RRID:SCR_025975) Copy   

•   Source: SciCrunch Registry

https://www.bioconductor.org/packages/release/bioc/html/methylSig.html

Software R package as whole genome DNA methylation analysis pipeline. Used for testing differentially methylated cytosines or regions in whole-genome bisulfite sequencing or reduced representation bisulfite sequencing experiments. Several options exist for either site-specific or sliding window tests, and variance estimation.

Proper citation: MethylSig (RRID:SCR_025849) Copy   

•   Source: SciCrunch Registry

https://spatialge.moffitt.org/

Web application, a user friendly, point-and-click implementation of spatialGE R package. Contains collection of methods for visualization and spatial statistics analysis of tissue microenvironment and heterogeneity using spatial transcriptomics experiments. Used for user-friendly analysis of spatial transcriptomics data.

Proper citation: Moffitt spatialGE (RRID:SCR_025980) Copy   

•   Source: SciCrunch Registry

https://cbc.app.vumc.org/tnbc/

Website for predicting the subtype of triple negative breast cancer sample based on its gene expression profile.

Proper citation: TNBCtype (RRID:SCR_026238) Copy   

•   Source: SciCrunch Registry

https://github.com/j-rub/scVital

Software tool to embed scRNA-seq data into species-agnostic latent space to overcome batch effect and identify cell states shared between species. Deep learning algorithm for cross-species integration of scRNA-seq data.

Proper citation: scVital (RRID:SCR_026215) Copy   

•   Source: SciCrunch Registry

https://dsigdb.tanlab.org/DSigDBv1.0/

Online database provides collection of gene sets based on quantitative inhibition and/or drug-induced gene expression changes data of drugs and compounds. Allows users to search, view and download drugs/compounds and gene sets.

Proper citation: DSigDB (RRID:SCR_026202) Copy   

•   Source: SciCrunch Registry

https://github.com/liulab-dfci/TRUST4

Software tool to analyze TCR and BCR sequences using unselected RNA sequencing data, profiled from fluid and solid tissues, including tumors. Performs de novo assembly on V, J, C genes including the hypervariable complementarity-determining region 3 and reports consensus contigs of BCR/TCR sequences. TRUST4 then realigns the contigs to IMGT reference gene sequences to identify the corresponding gene and CDR3 details. TRUST4 supports both single-end and paired-end bulk or single-cell sequencing data with any read length.

Proper citation: TRUST4 (RRID:SCR_026162) Copy   

•   Source: SciCrunch Registry

https://github.com/mskcc/facets

Software tool for estimating genome copy numbers from high throughput DNA sequencing data. Allele-specific copy number and clonal heterogeneity analysis tool for high-throughput DNA sequencing. Used to implement Fraction and Copy number Estimate from Tumor/normal Sequencing.

Proper citation: FACETS (RRID:SCR_026264) Copy   

•   Source: SciCrunch Registry

https://www.mdanderson.org/research/research-resources/core-facilities/functional-proteomics-rppa-core.html

Core provides technology for functional proteomics studies and centralized, standardized and quality controlled services locally and globally.

Proper citation: RPPA Core Facility (RRID:SCR_016649) Copy   

•   Source: SciCrunch Registry

https://voices.uchicago.edu/ucflow/

Core offers services in cytometry and antibody technology, helps to design projects, data acquisition, analysis and/or interpretation beyond routine practices,critical drafting and/or revision of manuscript for intellectual content purposes.

Proper citation: Chicago University Cytometry and Antibody Technology Core Facility (RRID:SCR_017760) Copy   

•   Source: SciCrunch Registry

https://www.mdanderson.org/research/research-resources/core-facilities/proteomics-facility.html

Facility provides mass spectrometry analysis of proteins. Provides access to mass spectrometry based proteomics technologies and services including Protein Identification, Molecular Weight Determination, Quantitative Protein Analysis, Post-translational Modification Analysis, LC or LC-MS Analysis, Equipment Usage, Additional Data Analysis:Bioinformatics, statistics, pathway analysis and Assistance preparing materials for manuscripts or grants.Consultations for custom assays for other MS Services are also available.

Proper citation: University of Texas MD Anderson Cancer Center Proteomics Core Facility (RRID:SCR_017731) Copy   

•   Source: SciCrunch Registry

https://www.med.unc.edu/microscopy/

Core provides training, assistance and services in light microscopy, electron microscopy and image analysis. UNC core facility that is part of Department of Pathology and Laboratory Medicine, and are light microscopy core for Lineberger Comprehensive Cancer Center.

Proper citation: University of North Carolina at Chapel Hill Microscopy Services Laboratory Core Facility (RRID:SCR_017913) Copy   

•   Source: SciCrunch Registry

http://www.med.unc.edu/csb/unc-peptides

Core offers services for: High quality synthetic peptides, stable isotope labeled peptides, peptides with PTM and fluorescent and affinity tags, synthesis of peptide libraries. Analysis of synthetic peptides. Purification, lyophilization and aliquoting of synthetic peptides.

Proper citation: North Carolina University at Chapel Hill School of Medicine High Throughput Peptide Synthesis and Array Core Facility (RRID:SCR_017837) Copy   

•   Source: SciCrunch Registry

https://www.med.unc.edu/csb/mx/

Core provides support and infrastructure necessary to initiate and successfully complete structural biology or structural chemistry project. Offers services in Crystallization,X-Ray DiffractionData Collection,Structure Determination and Refinement.

Proper citation: North Carolina University at Chapel Hill School of Medicine Macromolecular X-Ray Crystallography Core Facility (RRID:SCR_017839) Copy   

•   Source: SciCrunch Registry