All Published Workflows

raw sequence reads Gene expression profiling ID list snakemake-wrapper-utils biomaRt PCAtools BiocParallel BWA Cutadapt DESeq2 GFFutils MultiQC Pandas SAMtools Snakemake STAR cli stringr tidyverse RNA-Seq

JSON User metadata Expression analysis Quality control report bedGraphToBigWig BEDTools Cutadapt FastQC MultiQC Quant Salmon SAMtools Snakemake STAR Trim_Galore RNA-Seq

raw sequence reads Read pre-processing Report umi_tools BBMap Biopython Cutadapt FastQC MultiQC Seurat Snakemake STAR devtools dplyr ggplot2 gridExtra Matrix plotly plyr RColorBrewer stringr tidyr viridis yaml pysam scRNAseq data processing

JSON raw sequence reads Variant calling genetic variants delly gatk rust-bio-tools snakemake-wrapper-utils tabix BCFtools BEDTools Bowtie 2 BWA Cutadapt FastQC fgbio FreeBayes mosdepth MultiQC Pandas Picard SAMtools Snakemake Variant Effect Predictor (VEP) vembrane numpy oschmod sklearn statsmodels Varlociraptor DNA

JSON Expression data Expression analysis Expression data bioawk snakemake-wrapper-utils biomaRt IHW Biopython BWA CPAT Cutadapt fgsea graphite GSEA IsoformSwitchAnalyzeR kallisto limma Pandas pheatmap Picard Quant SAMtools sleuth Snakemake SPIA dplyr fs ggplot2 ggpubr gridExtra tidyr tidyverse altair altair-saver goatools matplotlib numpy pysam scipy RNA-Seq

raw sequence reads Primer removal Quality control report dada2 BLAST cd-hit Cutadapt FastQC MultiQC Pandas PANDAseq seqtk ShortRead Snakemake Swarm VSEARCH AmpliconDuo data.table ggplot2 xtable dinopy numpy PyYAML tables Function analysis

Data Peak calling Quality control report bedGraphToBigWig BEDTools BiocParallel BWA Cutadapt DESeq2 FastQC FeatureCounts GFFutils homer MaCS MultiQC Pandas pheatmap Picard SAMtools Snakemake UpSetR vsn ggplot2 lattice optparse RColorBrewer reshape2 scales tidyverse pysam PyYAML smart-open ChIP-seq

Sequence Genetic variation analysis genetic variants gatk hla-la rust-bio-tools tabix Arriba BCFtools BWA Cutadapt FreeBayes kallisto Microphaser NetMHCIIpan NetMHCpan Pandas Picard Quant razers3 SAMtools Snakemake STAR Strelka Variant Effect Predictor (VEP) vembrane Jinja2 numpy Varlociraptor Genomics

Barrnap prodigal MEGAHIT Biopython BLAST Bowtie 2 Centrifuge CheckM contigtax Cutadapt edgeR eggNOG-mapper v2 FastANI FastQC FeatureCounts Infernal cmscan (EBI) kraken2 Krona MaxBin MetaBAT 2 metagenomeSeq MetaPhlAn metaspades MultiQC Pandas Picard SAMtools seqtk Snakemake SortMeRNA SqueezeMeta Trimmomatic Trnascan-SE CONCOCT common gtdbtk networkx numpy RGI

pmdtools AMPS Bowtie 2 Cutadapt FastQC KrakenUniq Krona MapDamage MultiQC SAMtools seqtk Snakemake subSeq Malt

format fasttree BLAST Cutadapt mothur PEAR QIIME2.0 Snakemake Swarm VSEARCH benchmark-utils

JSON dada2 Biopython Biostrings BLAST Bowtie 2 Cutadapt FastQC MultiQC phyloseq seqtk Snakemake subSeq Trimmomatic dplyr ggplot2 plyr stringr tibble tidyr worrms xml2 yaml