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http://www.bioconductor.org/packages/release/bioc/html/SRAdb.html
Software package to make access to the compilation of metadata from NCBI SRA and tools associated with submission, study, sample, experiment and run much more feasible. This is accomplished by parsing all the NCBI SRA metadata into a SQLite database that can be stored and queried locally. Fulltext search in the package make querying metadata very flexible and powerful. fastq and sra files can be downloaded for doing alignment locally. Beside ftp protocol, the SRAdb has funcitons supporting fastp protocol (ascp from Aspera Connect) for faster downloading large data files over long distance. The SQLite database is updated regularly as new data is added to SRA and can be downloaded at will for the most up-to-date metadata.
Proper citation: SRAdb (RRID:SCR_006524) Copy
http://www.bioconductor.org/packages/release/bioc/html/MethylSeekR.html
A software package for the discovery of regulatory regions from Bis-seq data.
Proper citation: MethylSeekR (RRID:SCR_006513) Copy
http://bioconductor.org/packages/release/bioc/html/casper.html
Software to infer alternative splicing from paired-end RNA-seq data. The model is based on counting paths across exons, rather than pairwise exon connections, and estimates the fragment size and start distributions non-parametrically, which improves estimation precision.
Proper citation: casper (RRID:SCR_006613) Copy
http://www.bioconductor.org/packages/devel/bioc/html/ChIPXpress.html
A R package designed to improve ChIP-seq and ChIP-chip target gene ranking using publicly available gene expression data. It takes as input predicted transcription factor (TF) bound genes from ChIPx data and uses a corresponding database of gene expression profiles downloaded from NCBI GEO to rank the TF bound targets in order of which gene is most likely to be functional TF target.
Proper citation: ChIPXpress (RRID:SCR_006653) Copy
http://watson.nci.nih.gov/bioc_mirror/packages/2.11/bioc/html/EDASeq.html
Software for numerical and graphical summaries of RNA-Seq read data. Within-lane normalization procedures to adjust for GC-content effect (or other gene-level effects) on read counts: loess robust local regression, global-scaling, and full-quantile normalization (Risso et al., 2011). Between-lane normalization procedures to adjust for distributional differences between lanes (e.g., sequencing depth): global-scaling and full-quantile normalization (Bullard et al., 2010)., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.
Proper citation: EDASeq (RRID:SCR_006751) Copy
http://www.bioconductor.org/packages/2.14/bioc/html/GLAD.html
Software for analysis of array CGH data: detection of breakpoints in genomic profiles and assignment of a status (gain, normal or loss) to each chromosomal regions identified.
Proper citation: GLAD (RRID:SCR_001284) Copy
http://www.bioconductor.org/packages/release/bioc/html/CGEN.html
Software R package for analysis of case-control studies in genetic epidemiology.
Proper citation: CGEN (RRID:SCR_001251) Copy
http://www.bioconductor.org/packages/release/bioc/html/genoset.html
Software package to load, manipulate, and plot copynumber and BAF data by providing classes similar to ExpressionSet for copy number analysis. The class extends ExpressionSet by adding a locData slot for a RangedData or GRanegs object. This object contains feature genome location data and provides for efficient subsetting on genome location. CNSet and BAFSet extend GenoSet and require assayData matrices for Copy Number (cn) or Log-R Ratio (lrr) and B-Allele Frequency (baf) data. Implements and provides convenience functions for processing of copy number and B-Allele Frequency data.
Proper citation: GenoSet (RRID:SCR_001275) Copy
http://www.bioconductor.org/packages/2.14/bioc/html/CGHbase.html
Software package that contains functions and classes that are needed by arrayCGH packages.
Proper citation: CGHbase (RRID:SCR_001279) Copy
http://www.bioconductor.org/packages/release/bioc/html/simpleaffy.html
Software package that provides high level functions for reading Affy .CEL files, phenotypic data, and then computing simple things with it, such as t-tests, fold changes and the like. It makes heavy use of the affy library. It also has some basic scatter plot functions and mechanisms for generating high resolution journal figures.
Proper citation: Simpleaffy (RRID:SCR_001302) Copy
http://www.bioconductor.org/packages/2.12/bioc/html/CGHcall.html
Software that calls aberrations for array CGH data using a six state mixture model and several biological concepts. It is written in R.
Proper citation: CGHcall (RRID:SCR_001578) Copy
http://bioconductor.org/packages/release/bioc/html/DESeq.html
THIS RESOURCE IS NO LONGER IN SERVICE. Documented on August 30,2023. Software for differential gene expression analysis based on the negative binomial distribution. It estimates variance-mean dependence in count data from high-throughput sequencing assays and tests for differential expression.
Proper citation: DESeq (RRID:SCR_000154) Copy
http://bioinf.wehi.edu.au/limma/
Software package for the analysis of gene expression microarray data, especially the use of linear models for analyzing designed experiments and the assessment of differential expression.
Proper citation: LIMMA (RRID:SCR_010943) Copy
Software R-package for running gene set analysis using various statistical methods, from different gene level statistics and a wide range of gene-set collections. The Piano package contains functions for combining the results of multiple runs of gene set analyses.
Proper citation: Piano (RRID:SCR_003200) Copy
http://bioconductor.org/packages/devel/bioc/html/SeqGSEA.html
Software package that provides methods for gene set enrichment analysis of high-throughput RNA-Seq data by integrating differential expression and splicing. It uses negative binomial distribution to model read count data, which accounts for sequencing biases and biological variation. Based on permutation tests, statistical significance can also be achieved regarding each gene''s differential expression and splicing, respectively.
Proper citation: SeqGSEA (RRID:SCR_005724) Copy
http://www.bioconductor.org/packages/release/bioc/html/affy.html
Software R package of functions and classes for the analysis of oligonucleotide arrays manufactured by Affymetrix. Used to process probe level data and for exploratory oligonucleotide array analysis.
Proper citation: affy (RRID:SCR_012835) Copy
http://bioconductor.org/packages/edgeR/
Bioconductor software package for Empirical analysis of Digital Gene Expression data in R. Used for differential expression analysis of RNA-seq and digital gene expression data with biological replication.
Proper citation: edgeR (RRID:SCR_012802) Copy
http://www.bioconductor.org/packages/release/bioc/html/qvalue.html
R package that takes a list of p-values resulting from the simultaneous testing of hypotheses and estimates their q-values. It is designed to measure the proportion of false positives when a test is significant. The software is capable of generating plots for visualization. It can be applied to problems in genomics, brain imaging, astrophysics, and data mining.
Proper citation: Qvalue (RRID:SCR_001073) Copy
https://bioconductor.org/packages/FilterFFPE/
Software R package to find and filter artificial chimeric reads specifically generated in next generation sequencing process of formalin fixed paraffin embedded tissues. These artificial chimeric reads can lead to large number of false positive structural variant calls. Artifact chimeric read filter to improve SV detection in FFPE samples.
Proper citation: FilterFFPE (RRID:SCR_021086) Copy
http://bioconductor.org/packages/org.Rn.eg.db/
Software R tool for genome wide annotation for Rat, primarily based on mapping using Entrez Gene identifiers.
Proper citation: org.Rn.eg.db (RRID:SCR_018358) Copy
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