Packages
304 packages on Bioconductor tagged Normalization or Pathways, most distinct IPs first
Normalization and Pathways in Topics
| Package | Maintainer | Category | Latest version | Distinct IPs a month | Needs |
|---|---|---|---|---|---|
| limma Linear Models for Microarray and Omics DataGordon Smyth | Gordon Smyth | software | 10 Aug 2026 | 45,965 | 6 |
| KEGGREST Client-side REST access to the Kyoto Encyclopedia of Genes and Genomes (KEGG)Bioconductor Package Maintainer | Bioconductor Package Maintainer | software | 18 Jun 2026 | 45,886 | 24 |
| edgeR Empirical Analysis of Digital Gene Expression Data in RYunshun Chen | Yunshun Chen | software | 19 Oct 2026 | 32,392 | 10 |
| DESeq2 Differential gene expression analysis based on the negative binomial distributionMichael Love | Michael Love | software | 28 Apr 2026 | 32,072 | 54 |
| enrichplot Visualization of Functional Enrichment ResultGuangchuang Yu | Guangchuang Yu | software | 28 Sep 2026 | 30,370 | 128 |
| clusterProfiler A Universal Enrichment Tool for Interpreting Omics DataGuangchuang Yu | Guangchuang Yu | software | 19 Oct 2026 | 29,661 | 138 |
| DOSE Disease Ontology Semantic and Enrichment analysisGuangchuang Yu | Guangchuang Yu | software | 28 Apr 2026 | 28,873 | 77 |
| fgsea Fast Gene Set Enrichment AnalysisAlexey Sergushichev | Alexey Sergushichev | software | 28 Apr 2026 | 28,660 | 38 |
| GOSemSim GO-terms Semantic Similarity MeasuresGuangchuang Yu | Guangchuang Yu | software | 30 Jun 2026 | 27,495 | 48 |
| annotate Annotation for microarraysBioconductor Package Maintainer | Bioconductor Package Maintainer | software | 28 Apr 2026 | 22,557 | 44 |
| scuttle Legacy Utilities for Single-Cell RNA-Seq AnalysisAaron Lun | Aaron Lun | software | 28 Apr 2026 | 14,236 | 39 |
| GSEABase Gene set enrichment data structures and methodsBioconductor Package Maintainer | Bioconductor Package Maintainer | software | 28 Apr 2026 | 13,344 | 46 |
| GSVA Gene Set Variation Analysis for Microarray and RNA-Seq DataRobert Castelo | Robert Castelo | software | 25 Oct 2026 | 12,758 | 97 |
| scater Single-Cell Analysis Toolkit for Gene Expression Data in RAlan O'Callaghan | Alan O'Callaghan | software | 2 Jul 2026 | 12,635 | 78 |
| sva Surrogate Variable AnalysisJeffrey T. Leek | Jeffrey T. Leek | software | 5 May 2026 | 10,804 | 68 |
| scran Methods for Single-Cell RNA-Seq Data AnalysisAaron Lun | Aaron Lun | software | 28 Apr 2026 | 10,139 | 62 |
| graphite GRAPH Interaction from pathway Topological EnvironmentGabriele Sales | Gabriele Sales | software | 28 Apr 2026 | 7,012 | 48 |
| KEGGgraph KEGGgraph: A graph approach to KEGG PATHWAY in R and BioconductorJitao David Zhang | Jitao David Zhang | software | 28 Apr 2026 | 6,807 | 14 |
| TCGAbiolinks TCGAbiolinks: An R/Bioconductor package for integrative analysis with GDC dataTiago Chedraoui Silva | Tiago Chedraoui Silva | software | 28 Apr 2026 | 6,750 | 103 |
| ReactomePA Reactome Pathway AnalysisGuangchuang Yu | Guangchuang Yu | software | 28 Apr 2026 | 6,720 | 141 |
| batchelor Single-Cell Batch Correction MethodsAaron Lun | Aaron Lun | software | 28 Apr 2026 | 5,720 | 56 |
| pathview a tool set for pathway based data integration and visualizationWeijun Luo | Weijun Luo | software | 28 Apr 2026 | 5,706 | 50 |
| AUCell AUCell: Analysis of 'gene set' activity in single-cell RNA-seq data (e.g. identify cells with specific gene signatures)Gert Hulselmans | Gert Hulselmans | software | 29 Apr 2026 | 4,610 | 115 |
| minfi Analyze Illumina Infinium DNA methylation arraysKasper Daniel Hansen | Kasper Daniel Hansen | software | 28 Apr 2026 | 4,041 | 143 |
| topGO Enrichment Analysis for Gene OntologyFederico Marini | Federico Marini | software | 28 Apr 2026 | 3,228 | 48 |
| variancePartition Quantify and interpret drivers of variation in multilevel gene expression experimentsGabriel E. Hoffman | Gabriel E. Hoffman | software | 28 Apr 2026 | 3,211 | 99 |
| ANCOMBC Microbiome differential abudance and correlation analyses with bias correctionHuang Lin | Huang Lin | software | 28 Apr 2026 | 3,000 | 130 |
| interactiveDisplayBase Base package for enabling powerful shiny web displays of Bioconductor objects | no date on record | 2,988 | |||
| metagenomeSeq Statistical analysis for sparse high-throughput sequencingJoseph N. Paulson | Joseph N. Paulson | software | 28 Apr 2026 | 2,924 | 32 |
| globaltest Testing Groups of Covariates/Features for Association with a Response Variable, with Applications to Gene Set TestingJelle Goeman | Jelle Goeman | software | 28 Apr 2026 | 2,842 | 50 |