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http://compbio.mit.edu/cummeRbund/index.html

Software R package used for simplifying and analyzing Cufflink RNA-Seq output. This program takes various output files from a cuffdiff run and creates a SQLite database of the results that will describe the appropriate relationships between the genes, transcripts, transcription start sites and CDS regions.

Proper citation: CummeRbund (RRID:SCR_014568) Copy   

•   Source: SciCrunch Registry
  

https://cran.r-project.org/web/packages/ggplot2/index.html

Open source software package for statistical programming language R to create plots based on grammar of graphics. Used for data visualization to break up graphs into semantic components such as scales and layers.

Proper citation: ggplot2 (RRID:SCR_014601) Copy   

•   Source: SciCrunch Registry
  

http://metastats.cbcb.umd.edu/detection.html

A statistical software package for comparing metagenomic datasets and clinical data sets comprised of two treatment populations, with each treatment population being made up of multiple samples. It relies on a non-parametric t-test.

Proper citation: Metastats (RRID:SCR_014610) Copy   

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Ratings or validation data are available for this resource

http://www.bioinformatics.babraham.ac.uk/projects/fastqc/

Quality control software that perform checks on raw sequence data coming from high throughput sequencing pipelines. This software also provides a modular set of analyses which can give a quick impression of the quality of the data prior to further analysis.

Proper citation: FastQC (RRID:SCR_014583) Copy   

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http://www.gromacs.org

Software package created to perform molecular dynamics. Molecular dynamics package mainly designed for simulations of proteins, lipids, and nucleic acids. Can also be used for research on non-biological systems, such as polymers.

Proper citation: GROMACS (RRID:SCR_014565) Copy   

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

Framework for exploring genetic variation in the context of the genome annotations available for the human genome. Users can load a VCF file into a database and each variant is automatically annotated by comparing it to several genome annotations from source such as ENCODE tracks, UCSC tracks, OMIM, dbSNP, KEGG, and HPRD.

Proper citation: GEMINI (RRID:SCR_014819) Copy   

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http://bowtie-bio.sourceforge.net/bowtie2/index.shtml

Ultrafast and memory efficient tool for aligning sequencing reads to long reference sequences. Supports gapped, local, and paired end alignment modes. More suited to finding longer, gapped alignments in comparison with original Bowtie method.

Proper citation: Bowtie 2 (RRID:SCR_016368) Copy   

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http://dgrapov.github.io/MetaMapR/

An open-source software program for integrating enzymatic transformations with metabolite structural similarity, mass spectral similarity and empirical associations to generate connected metabolic networks and display results using data visualization techniques.

Proper citation: MetaMapR (RRID:SCR_014685) Copy   

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http://abacus.gene.ucl.ac.uk/software/paml.html

Package of programs for phylogenetic analyses of DNA or protein sequences using maximum likelihood. PAML estimates parameters and tests hypotheses to study the evolutionary process from a phylogenetic tree., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: PAML (RRID:SCR_014932) Copy   

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http://regulatorygenomicsgroup.org/chicago

Statistical pipeline for detecting significant chromosomal interactions in Capture Hi-C data. CHiCAGO uses a convolution background model accounting for both random Brownian collisions between chromatin fragments and technical noise. CHiCAGO then performs a p-value weighting procedure based on the expected true positive rates at different distance ranges, with scores representing soft-thresholded -log weighted p-values., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: CHiCAGO (RRID:SCR_014941) Copy   

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https://github.com/BGI-flexlab/SOAPnuke

Multi-threaded software for rapid quality control and preprocessing of high throughput sequencing data specified for different experiments. It consists of four modules that speed up the report on statistics graphs of raw datasets, preprocessed datasets and preprocessing status.

Proper citation: SOAPnuke (RRID:SCR_015025) Copy   

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http://coot.embl.de/g2d/

THIS RESOURCE IS NO LONGER IN SERVICE, documented August 22, 2016. A database of candidate genes for mapped inherited human diseases. Candidate priorities are automatically established by a data mining algorithm that extracts putative genes in the chromosomal region where the disease is mapped, and evaluates their possible relation to the disease based on the phenotype of the disorder. Data analysis uses a scoring system developed for the possible functional relations of human genes to genetically inherited diseases that have been mapped onto chromosomal regions without assignment of a particular gene. Methodology can be divided in two parts: the association of genes to phenotypic features, and the identification of candidate genes on a chromosonal region by homology. This is an analysis of relations between phenotypic features and chemical objects, and from chemical objects to protein function terms, based on the whole MEDLINE and RefSeq databases.

Proper citation: Candidate Genes to Inherited Diseases (RRID:SCR_008190) Copy   

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https://sourceforge.net/projects/fraggenescan/

A software application for finding fragmented genes in short reads and may be applied to predict prokaryotic genes in incomplete assemblies or complete genomes.

Proper citation: FragGeneScan (RRID:SCR_011929) Copy   

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https://bioconductor.org/packages/release/bioc/html/DESeq2.html

Software package for differential gene expression analysis based on the negative binomial distribution. Used for analyzing RNA-seq data for differential analysis of count data, using shrinkage estimation for dispersions and fold changes to improve stability and interpretability of estimates.

Proper citation: DESeq2 (RRID:SCR_015687) Copy   

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https://github.com/broadinstitute/pilon/

Software tool to automatically improve draft assemblies and find variation among strains, including large event detection. FASTA files of genome along with one or more BAM files of reads aligned as input. Read alignment analysis is used to identify inconsistencies between input genome and evidence in reads, then attempts to make improvements to genome.

Proper citation: Pilon (RRID:SCR_014731) Copy   

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http://www.repeatmasker.org/RepeatModeler/

Sequence analysis software that performs repeat family identification and creates models for sequence data. RepeatModeler utilizes RepeatScout and RECON to identify repeat element boundaries and family relationships., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: RepeatModeler (RRID:SCR_015027) Copy   

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https://morpheus.gitlab.io/

Modeling and simulation environment for study of multi scale and multicellular systems. Users can construct and simulate models of gene regulation, signaling pathways, tissue patterning and morphogenesis and explore the effects of multiscale feedbacks between these processes. Morpheus can render 2D and 3D models using graphical user interface.

Proper citation: Morpheus (RRID:SCR_014975) Copy   

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https://github.com/eead-csic-compbio/metagenome_Pfam_score

Open source software to evaluate, quantify, compare, and predict the metabolic machinery of interest in large ‘omic’ datasets. This protocol finds informative protein families and uses them to score metagenomic sets.

Proper citation: MEBS: Multigenomic Entropy-Based Score (RRID:SCR_015708) Copy   

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http://rnafrabase.ibch.poznan.pl/

Engine and database to search the three-dimensional fragments within 3D RNA structures using as an input the sequence(s) and / or secondary structure(s) given in the dot-bracket notation. The database contains RNA sequences and secondary structures, described in the dot-bracket notation, derived from PDB-deposited RNA structures and their complexes. It also contains atom coordinates of the unmodified and modified nucleotide and nucleoside residues extracted from the PDB-deposited RNA structures, as well as torsion and pseudotorsion angle values, sugar pucker parameters and classification of base pair types given for the PBD-deposited RNA structures. Knowledge of the three dimensional RNA structure is crucial for all fields of biomolecular research. In contrast to the protein field, only about 1.300 experimentally derived structures of RNAs are deposited in the Protein Data Bank (PDB). To complement the results of experimental studies, new approaches based on bioinformatics and calculation are pursued in several laboratories to make tertiary RNA structure prediction possible. RNA FRABASE version 2.0 should greatly facilitate various RNA structure modelling approaches, RNA structure analysis and motif searching. If one compares the three dimensional RNA structure to a spatial puzzle, the RNA FRABASE allows to pull out a defined piece of this puzzle - the 3D RNA fragment. The architecture of the web-accessible RNA FRABASE engine and database is based on the following information path: PDB-deposited RNA structures �� RNA sequences and secondary structures described in the dot-bracket notation �� secondary structures of RNA fragments �� 3D RNA fragments. RNA FRABASE 2.0 also stores data and conformational parameters in order to provide on the spot structural filters to explore the three-dimensional RNA structures. An instant visualization of the 3D RNA structures is provided.

Proper citation: RNA FRABASE - RNA FRAgments search engine and dataBASE (RRID:SCR_012808) Copy   

•   Source: SciCrunch Registry
  

http://www.jstacs.de/index.php/GeMoMa

Software tool as homology based gene prediction program that predicts gene models in target species based on gene models in evolutionary related reference species. Utilizes amino acid sequence conservation, intron position conservation, and RNA-seq data to accurately predict protein-coding transcripts. Supports combination of predictions based on several reference species allowing to transfer high quality annotation of different reference species to target species.

Proper citation: GeMoMa (RRID:SCR_017646) Copy   

•   Source: SciCrunch Registry