Bioconductor上现在汇总了常见的一些数据分析的Workflow,涵盖了基因组、转录组、蛋白组等分析流程;也囊括了像当下流行的单细胞转录组、免疫相关分析流程等,大大的简化了基础数据分析难度,同时也适合新手学习以达到理解。下面根据Bioconductor官方提供的信息整理分享给大家:
名称 | 维护人 | 描述 |
---|
rnaseqGene | Michael Love | RNA-seq workflow: gene-level exploratory analysis and differential expression |
liftOver | Bioconductor Package Maintainer | Changing genomic coordinate systems with rtracklayer::liftOver |
RNAseq123 | Matthew Ritchie | RNA-seq analysis is easy as 1-2-3 with limma, Glimma and edgeR |
proteomics | Laurent Gatto | Mass spectrometry and proteomics data analysis |
maEndToEnd | Stefanie Reisenauer | An end to end workflow for differential gene expression using Affymetrix microarrays |
simpleSingleCell | Aaron Lun | A step-by-step workflow for low-level analysis of single-cell RNA-seq data with Bioconductor |
TCGAWorkflow | Tiago Chedraoui Silva | TCGA Workflow Analyze cancer genomics and epigenomics data using Bioconductor packages |
methylationArrayAnalysis | Jovana Maksimovic | A cross-package Bioconductor workflow for analysing methylation array data. |
RnaSeqGeneEdgeRQL | Yunshun Chen | Gene-level RNA-seq differential expression and pathway analysis using Rsubread and the edgeR quasi-likelihood pipeline |
annotation | Bioconductor Package Maintainer | Genomic Annotation Resources |
cytofWorkflow | Mark D. Robinson | CyTOF workflow: differential discovery in high-throughput high-dimensional cytometry datasets |
arrays | Bioconductor Package Maintainer | Using Bioconductor for Microarray Analysis |
rnaseqDTU | Michael Love | RNA-seq workflow for differential transcript usage following Salmon quantification |
ExpressionNormalizationWorkflow | Karthikeyan Murugesan | Gene Expression Normalization Workflow |
sequencing | Bioconductor Package Maintainer | Introduction to Bioconductor for Sequence Data |
variants | Bioconductor Package Maintainer | Annotating Genomic Variants |
chipseqDB | Aaron Lun | A Bioconductor Workflow to Detect Differential Binding in ChIP-seq Data |
eQTL | Vincent Carey | Cloud-enabled cis-eQTL searches with Bioconductor GGtools 5.x |
generegulation | Bioconductor Package Maintainer | Finding Candidate Binding Sites for Known Transcription Factors via Sequence Matching |
EGSEA123 | Matthew Ritchie | Easy and efficient ensemble gene set testing with EGSEA |
highthroughputassays | Bioconductor Package Maintainer | Using Bioconductor with High Throughput Assays |
recountWorkflow | Leonardo Collado-Torres | recount workflow: accessing over 70,000 human RNA-seq samples with Bioconductor |
csawUsersGuide | Aaron Lun | csaw User’s Guide |
SingscoreAMLMutations | Dharmesh D. Bhuva | Using singscore to predict mutations in AML from transcriptomic signatures |
BiocMetaWorkflow | Mike Smith | BioC Workflow about publishing a Bioc Workflow |
CAGEWorkflow | Malte Thodberg | A step-by-step guide to analyzing CAGE data using R/Bioconductor |
参考资料:
1.http://bioconductor.org/packages/release/BiocViews.html#___Workflow