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http://ccg.vital-it.ch/snp2tfbs

Collection of text files providing specific annotations for human single nucleotide polymorphisms (SNPs), namely whether they are predicted to abolish, create or change the affinity of one or several transcription factor (TF) binding sites. Used to investigate the molecular mechanisms underlying regulatory variation in the human genome. SNP2TFBS is also accessible over a web interface, enabling users to view the information provided for an individual SNP, to extract SNPs based on various search criteria, to annotate uploaded sets of SNPs or to display statistics about the frequencies of binding sites affected by selected SNPs.

Proper citation: SNP2TFBS (RRID:SCR_016885) Copy   

•   Source: SciCrunch Registry

https://www.hopkinsmedicine.org/institute-basic-biomedical-sciences/services/single-cell-sequencing-transcriptomics-core

Core provides assistance with Single Cell RNA and DNA Sequencing, Spatial Transcriptomics, Next-Generation Sequencing libraries.

Proper citation: Johns Hopkins Medicine Institute for Basic Biomedical Sciences Single Cell and Transcriptomics Core Facility (RRID:SCR_017172) Copy   

•   Source: SciCrunch Registry

http://hpc-bioinformatics.cineca.it/stress_mice/

Sapienza University of Rome and Cineca consortium portal. Used for analyzing published RNAseq transcriptomes obtained from brain of mice exposed to different kinds of stress protocols, to generate database of stress related differentially expressed genes and to identify factors contributing to vulnerability or resistance to stress. Allows to query database of RNAseq data.

Proper citation: Stress Mice Portal (RRID:SCR_017572) Copy   

•   Source: SciCrunch Registry

https://github.com/broadinstitute/Drop-seq

Software Java tools for analyzing Drop-seq data. Used to analyze gene expression from thousands of individual cells simultaneously. Analyzes mRNA transcripts while remembering origin cell transcript.

Proper citation: Drop-seq tools (RRID:SCR_018142) Copy   

•   Source: SciCrunch Registry

https://github.com/lkmklsmn/DrivAER

Software tool as method for identification of driving transcriptional programs based on AutoEncoder derived Relevance scores. Infers relevance scores for transcriptional programs with respect to specified outcomes of interest in single-cell RNA sequencing data, such as psuedotemporal ordering or disease status.Used for manifold interpretation in scRNA-seq data.

Proper citation: DrivAER (RRID:SCR_019076) Copy   

•   Source: SciCrunch Registry

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

Software package to assess cell type identity using both functional and random gene sets. Used for single cell replicability analysis to quantify cell type replicability across datasets using neighbor voting.

Proper citation: MetaNeighbor (RRID:SCR_016727) Copy   

•   Source: SciCrunch Registry

https://omicc.niaid.nih.gov

Community based, biologist friendly web platform for creating and meta analyzing annotated gene expression data compendia., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: OMiCC (RRID:SCR_016604) Copy   

•   Source: SciCrunch Registry

https://github.com/wilkinsonlab/epigenomics_pipeline

Software tool as epigenomics analysis pipeline for analysis of ChIP-Seq and RNA-Seq data using Docker images containing Galaxy and Jupyter.

Proper citation: Epigenomics Workflow on Galaxy and Jupyter (RRID:SCR_017544) Copy   

•   Source: SciCrunch Registry

http://www.imgt.org/HighV-QUEST/home.action

Next generation B and T cell sequence alignment and characterization online surface by IMGT. Web portal for immunoglobulin (IG) or antibody and T cell receptor (TR) analysis from NGS high throughput and deep sequencing.

Proper citation: IMGT HighV-QUEST (RRID:SCR_018196) Copy   

•   Source: SciCrunch Registry

https://cran.r-project.org/web/packages/factoextra/index.html

R package from CRAN to extract and visualize the results of multivariate data analysis.

Proper citation: factoextra (RRID:SCR_016692) Copy   

•   Source: SciCrunch Registry

https://pm4ngs.readthedocs.io/

Software tool to generate standard organizational structure for Next Generation Sequencing data analysis. Includes directory structure for project, several Jupyter notebooks for data management and CWL workflows for pipeline execution.

Proper citation: PM4NGS (RRID:SCR_019164) Copy   

•   Source: SciCrunch Registry

https://github.com/sreeramkannan/Shannon

Software tool for de novo transcriptome assembly from RNA-Seq data.

Proper citation: Shannon (RRID:SCR_017037) Copy   

•   Source: SciCrunch Registry

https://github.com/neurostuff/NiMARE

Software Python package for coordinate and image based meta analysis of neuroimaging data.

Proper citation: NiMARE (RRID:SCR_017398) Copy   

•   Source: SciCrunch Registry

https://www.iconplc.com/innovation/nonmem/

Software tool for nonlinear mixed effects modelling. Used for population pharmacokinetic and pharmacodynamic analysis and to simulate data and to fit data. Used in the development of new drugs. NONMEM versions up through 6 are the property of the Regents of the University of California, San Francisco, but ICON Development Solutions has exclusive rights to license their use. NONMEM 7 up to the current version is the property of ICON Development Solutions.

Proper citation: NONMEM (RRID:SCR_016986) Copy   

•   Source: SciCrunch Registry

https://github.com/ANGSD/ngsRelate

Software tool for estimating pairwise relatedness from next-generation sequencing data.

Proper citation: ngsRelate (RRID:SCR_016588) Copy   

•   Source: SciCrunch Registry

https://bioconductor.org/packages/release/bioc/html/ComplexHeatmap.html

Software package to arrange multiple heatmaps and support various annotation graphics. Used to visualize associations between different sources of data sets and to reveal potential patterns.

Proper citation: ComplexHeatmap (RRID:SCR_017270) Copy   

•   Source: SciCrunch Registry

https://github.com/satijalab/seurat

Software R package designed for QC, analysis, and exploration of single cell RNA-seq data. Enable users to identify and interpret sources of heterogeneity from single cell transcriptomic measurements, and to integrate diverse types of single cell data. Used for quality control, analysis, and exploration of single-cell RNA sequencing (scRNA-seq) data.

Proper citation: Seurat (RRID:SCR_016341) Copy   

•   Source: SciCrunch Registry

https://swissmodel.expasy.org/

Software tool as fully automated protein structure homology modeling server, accessible via ExPASy web server, or from program DeepView Swiss Pdb-Viewer. Structural bioinformatics web-server dedicated to homology modeling of 3D protein structures. Used to make protein modelling accessible to all biochemists and molecular biologists.

Proper citation: SWISS-MODEL (RRID:SCR_018123) Copy   

•   Source: SciCrunch Registry

https://signor.uniroma2.it/

Software application to organize and store in structured format signaling information published in scientific literature. Information is stored as binary causative relationships between biological entities and can be represented graphically as activity flow. Each relationship is linked to literature reporting experimental evidence. Each node is annotated with chemical inhibitors that modulate its activity. Signaling information is mapped to human proteome. SIGNOR 2.0 stores manually annotated causal relationships between proteins and other biologically relevant entities including chemicals, phenotypes, complexes, etc with compliance to FAIR data principles.

Proper citation: SIGNOR (RRID:SCR_018485) Copy   

•   Source: SciCrunch Registry

https://github.com/HajkD/LTRpred

Software package for automated functional annotation of LTR retrotransposons for comparative genomics studies. Used to perform de novo functional annotation of LTR retrotransposons from any genome assembly in fasta format.

Proper citation: LTRpred (RRID:SCR_017031) Copy   

•   Source: SciCrunch Registry