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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/ANGSD/ngsRelate

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

Proper citation: ngsRelate (RRID:SCR_016588) Copy   

•   Source: SciCrunch Registry
  

https://github.com/davidemms/OrthoFinder

Software Python application for comparative genomics analysis. Finds orthogroups and orthologs, infers rooted gene trees for all orthogroups and identifies all of gene duplcation events in those gene trees, infers rooted species tree for species being analysed and maps gene duplication events from gene trees to branches in species tree, improves orthogroup inference accuracy. Runs set of protein sequence files, one per species, in FASTA format.

Proper citation: OrthoFinder (RRID:SCR_017118) Copy   

•   Source: SciCrunch Registry
  

https://github.com/mikelove/tximport

Software R package for importing pseudoaligned reads into R for use with downstream differential expression analysis. Used for import and summarize transcript level estimates for transcript and gene level analysis.

Proper citation: tximport (RRID:SCR_016752) Copy   

•   Source: SciCrunch Registry
  

https://github.com/theislab/scanpy

Software Python tool for large scale single cell gene expression data analysis. Integrates analysis possibilities of established R-based frameworks, provides pre processing, visualization, graph-drawing and diffusion maps, clustering, identification of marker genes for clusters via differential expression tests and pseudo temporal ordering via diffusion pseudo time.

Proper citation: scanpy (RRID:SCR_018139) 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://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/csb-toolbox/CSB

Software package as an application framework and a Python class library. It is designed for reading, storing and analyzing biomolecular structures in a variety of formats with rich support for statistical analyses.

Proper citation: Computational Structural Biology Toolbox (RRID:SCR_016065) 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/larvalign/larvalign

Software package including computational methods for aligning gene expression patterns from the larval brain of Drosophila melanogaster. Its method includes evaluation of the registration framework involved in template generation and mapping.

Proper citation: larvalign (RRID:SCR_015815) Copy   

•   Source: SciCrunch Registry
  

http://www.treedyn.org/

Visualization software that links unique leaf labels to lists of variables/values pairs of annotations (meta-information), independently of the tree topologies, remaining fully compatible with the basic newick format. These relationships are used by dynamic graphics operators, information visualization methods like Projection, Localization, Labelization, Reflection allowing an interaction from annotations to trees, from trees to annotations and from trees to trees through annotations., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: TreeDyn (RRID:SCR_015946) Copy   

•   Source: SciCrunch Registry
  

http://bioconductor.org/packages/release/bioc/html/SC3.html

Software tool for the unsupervised clustering of cells from single cell RNA-Seq experiments. SC3 is capable of identifying subclones from the transcriptomes of neoplastic cells collected from patients.

Proper citation: SC3 (RRID:SCR_015953) Copy   

•   Source: SciCrunch Registry
  

https://github.com/cmayer/BaitFisher-package

Software toolkit for multispecies target DNA enrichment probe design. It consists of two programs: BaitFisher and BaitFilter, which are designed to construct hybrid enrichment baits for multiple sequence alignments or annotated features in multiple sequence alignments.

Proper citation: Baitfisher (RRID:SCR_015985) Copy   

•   Source: SciCrunch Registry
  

http://avogadro.cc/

Software for semantic chemical editing, visualization, and analysis. It is designed for cross-platform use in computational chemistry, molecular modeling, bioinformatics, materials science, and related areas.

Proper citation: Avogadro (RRID:SCR_015983) Copy   

•   Source: SciCrunch Registry
  

http://bioinformaticstools.mayo.edu/research/hybrid-denovo/

Software for a de novo OTU-picking pipeline integrating single- and paired-end 16S sequence tags. It is designed to take Illumina paired-end sequencing reads as input and output the OTU BIOM table, together with their representative sequences and a phylogenetic tree of OTUs.

Proper citation: Hybrid-denovo (RRID:SCR_015866) Copy   

•   Source: SciCrunch Registry
  

https://github.com/sanger-pathogens/Bio-Tradis

Analysis software for the output from TraDIS (Transposon Directed Insertion Sequencing) analyses of dense transposon mutant libraries. The Bio-Tradis analysis pipeline is implemented as an extensible Perl library which can either be used as is, or as a basis for the development of more advanced analysis tools.

Proper citation: Bio-tradis (RRID:SCR_015993) Copy   

•   Source: SciCrunch Registry
  

https://github.com/katholt/srst2

Software that is designed to take Illumina sequence data, a MLST database and/or a database of gene sequences (e.g. resistance genes, virulence genes, etc) and report the presence of STs and/or reference genes.

Proper citation: Short Read Sequence Typing for Bacterial Pathogens (RRID:SCR_015870) Copy   

•   Source: SciCrunch Registry
  

https://github.com/pjmark/NiftyPET

Python software package that offers quantitative PET image reconstruction and analysis with high accuracy and precision. It is written in CUDA C and embedded in Python C extensions.

Proper citation: NiftyPET (RRID:SCR_015873) Copy   

•   Source: SciCrunch Registry
  

http://www.vicbioinformatics.com/software.barrnap.shtml

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on February 28,2023. Software to predict the location of ribosomal RNA genes in genomes. It supports bacteria, archaea, mitochondria, and eukaryotes. It takes FASTA DNA sequence as input, writes GFF3 as output, and supports multithreading., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: Barrnap (RRID:SCR_015995) Copy   

•   Source: SciCrunch Registry