Toward data-driven genome breeding (digital breeding), we are developing data analysis infrastructure technology essential for genome editing, focusing on gene function analysis using bioinformatics called BioDX.

Visualization of RNA-Seq results with heatmap2

Associated Tutorial

This workflows is part of the tutorial Visualization of RNA-Seq results with heatmap2, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks to...

**Tutorial ...

Identify upregulated miRNAS and analyze potential targets in downregulated genes.

Associated Tutorial

This workflows is part of the tutorial Whole transcriptome analysis of Arabidopsis thaliana, available in the GTN

Thanks to...

Tutorial Author(s): Cristóbal Gallardo, ...

roscoff hackathon

Associated Tutorial

This workflows is part of the tutorial De novo transcriptome assembly, annotation, and differential expression analysis, available in the GTN

Thanks to...

Tutorial Author(s): Anthony Bretaudeau, [Gildas Le ...

Reference-based RNA-Seq data analysis

Associated Tutorial

This workflows is part of the tutorial Reference-based RNA-Seq data analysis, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks to...

Workflow Author(s): Bérénice Batut, ...

Reference-based RNA-Seq data analysis

Associated Tutorial

This workflows is part of the tutorial Reference-based RNA-Seq data analysis, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks to...

Workflow Author(s): Bérénice Batut, ...

Reference-based RNA-Seq data analysis

Associated Tutorial

This workflows is part of the tutorial Reference-based RNA-Seq data analysis, available in the GTN

Features

• Includes Galaxy Workflow Tests
• Uses ...

Visualization of RNA-Seq results with Volcano Plot

Associated Tutorial

This workflows is part of the tutorial Visualization of RNA-Seq results with Volcano Plot, available in the GTN

Features

• Includes Galaxy Workflow Tests
• Includes ...

CLIP-Seq data analysis from pre-processing to motif detection

Associated Tutorial

This workflows is part of the tutorial CLIP-Seq data analysis from pre-processing to motif detection, available in the GTN

Thanks to...

Tutorial Author(s): Florian Heyl, [Daniel ...

RNA-seq counts to genes

Associated Tutorial

This workflows is part of the tutorial 2: RNA-seq counts to genes, available in the GTN

Thanks to...

Tutorial Author(s): Maria Doyle, Belinda Phipson, ...

RNA-seq genes to pathways

Associated Tutorial

This workflows is part of the tutorial 3: RNA-seq genes to pathways, available in the GTN

Thanks to...

Tutorial Author(s): Maria Doyle, Belinda Phipson ...

rna-seq-reads-to-counts

Associated Tutorial

This workflows is part of the tutorial 1: RNA-Seq reads to counts, available in the GTN

Thanks to...

Tutorial Author(s): Maria Doyle, Belinda Phipson, ...

RNA-Seq reads to counts

Associated Tutorial

This workflows is part of the tutorial 1: RNA-Seq reads to counts, available in the GTN

Thanks to...

Tutorial Author(s): Maria Doyle, Belinda Phipson, ...

De novo transcriptome reconstruction with RNA-Seq

Associated Tutorial

This workflows is part of the tutorial De novo transcriptome reconstruction with RNA-Seq, available in the GTN

Thanks to...

Tutorial Author(s): Mallory Freeberg, [Mo ...

RNA-RNA interactome analysis using ChiRA tool suite

Associated Tutorial

This workflows is part of the tutorial RNA-RNA interactome data analysis, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks to...

Tutorial Author(s): ...

Network analysis with Heinz

Associated Tutorial

This workflows is part of the tutorial Network analysis with Heinz, available in the GTN

Thanks to...

Tutorial Author(s): Chao Zhang

[![gtn star logo followed by the word ...

This workflow completes the second part of the sRNA-seq tutorial from transcript quantification through differential abundance testing.

Associated Tutorial

This workflows is part of the tutorial Differential abundance testing of small RNAs, available in the GTN

Thanks to...

Tutorial Author(s): [Mallory ...

This workflow completes the first part of the small RNA-seq tutorial from read pre-processing to trimming.e

Associated Tutorial

This workflows is part of the tutorial Differential abundance testing of small RNAs, available in the GTN

Thanks to...

Tutorial Author(s): Mallory Freeberg ...

Small Non-coding RNA Clustering using BlockClust

Associated Tutorial

This workflows is part of the tutorial Small Non-coding RNA Clustering using BlockClust, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks to...

...

GO Enrichment Analysis Tutorial

Associated Tutorial

This workflows is part of the tutorial GO Enrichment Analysis, available in the GTN

Thanks to...

Tutorial Author(s): IGC Bioinformatics Unit, Maria Doyle ...

Downstream Single-cell RNA Plant analysis with ScanPy

Associated Tutorial

This workflows is part of the tutorial Analysis of plant scRNA-Seq Data with Scanpy, available in the GTN

Thanks to...

Tutorial Author(s): Mehmet Tekman, [Beatriz ...

Workflow for the first half of the "Bulk RNA Deconvolution with MuSiC" tutorial.

Associated Tutorial

This workflows is part of the tutorial Bulk RNA Deconvolution with MuSiC, available in the GTN

Features

• Includes Galaxy Workflow Tests
• Includes a [Galaxy ...

Workflow for the second half of the "Bulk RNA Deconvolution with MuSiC" tutorial.

Implements the "Estimation of cell type proportions with pre-grouping of cell types" section

Associated Tutorial

This workflows is part of the tutorial Bulk RNA Deconvolution with MuSiC, available in the GTN

Features

• Includes [Galaxy Workflow ...

Associated Tutorial

This workflows is part of the tutorial Removing the effects of the cell cycle, available in the GTN

Features

• Includes Galaxy Workflow Tests
• Includes a Galaxy Workflow Report ...

Downstream Single-cell RNA analysis with RaceID

Associated Tutorial

This workflows is part of the tutorial Downstream Single-cell RNA analysis with RaceID, available in the GTN

Features

• Includes Galaxy Workflow Tests
• Includes a [Galaxy Workflow ...

Associated Tutorial

This workflows is part of the tutorial Pre-processing of 10X Single-Cell RNA Datasets, available in the GTN

Features

• Includes Galaxy Workflow Tests
• Includes a [Galaxy Workflow ...

Single-cell quality control with scater

Associated Tutorial

This workflows is part of the tutorial Single-cell quality control with scater, available in the GTN

Features

• Includes Galaxy Workflow Tests
• Includes a [Galaxy Workflow ...

Filter, Plot and Explore Single-cell RNA-seq Data

Associated Tutorial

This workflows is part of the tutorial Filter, plot and explore single-cell RNA-seq data with Scanpy, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks

...

Pre-processing of Single-Cell RNA Data

Associated Tutorial

This workflows is part of the tutorial Pre-processing of Single-Cell RNA Data, available in the GTN

Thanks to...

Tutorial Author(s): Mehmet Tekman, [Bérénice ...

Pre-processing of Single-Cell RNA Data

Associated Tutorial

This workflows is part of the tutorial Pre-processing of Single-Cell RNA Data, available in the GTN

Features

• Uses subworkflows

Thanks to...

Tutorial Author(s): [Mehmet ...

Downstream Single-cell RNA Plant analysis with ScanPy

Associated Tutorial

This workflows is part of the tutorial Analysis of plant scRNA-Seq Data with Scanpy, available in the GTN

Features

• Includes Galaxy Workflow Tests
• Includes a [Galaxy Workflow ...

A workflow for performing alignment and phylogeny using protein sequences from the CrusTome database. See crustybase.org/crustome for more information.

Workflow for gene set enrichment analsysis (GSEA) and co-expression analysis (WGCNA) on transcriptomics data to analyze pathways affected in Porto-Sinusoidal Vascular Disease.

SLAMseq analysis using Slamdunk with various T>C conversion quantifications and QC

[![Cite with ...

RASflow: RNA-Seq Analysis Snakemake Workflow

RASflow is a modular, flexible and user-friendly RNA-Seq analysis workflow.

RASflow can be applied to both model and non-model organisms. It supports mapping RNA-Seq raw reads to both genome and transcriptome (can be downloaded from public database or can be homemade by users) and it can do both transcript- and gene-level Differential Expression Analysis (DEA) when transcriptome is used as mapping reference. It requires little programming skill for ...

Workflow for Creating a large disease network from various datasets and databases for IBM, and applying the active subnetwork identification method MOGAMUN.

ANNOTATO - Annotation workflow To Annotate Them Oll

• ANNOTATO - Annotation workflow To Annotate Them Oll
• Overview of the workflow
• Input data
• Pipeline steps
• Output data
• Prerequisites
• Installation
• Running ANNOTATO
• Before running the pipeline (IMPORTANT) ...

ERGA Protein-coding gene annotation workflow.

Adapted from the work of Sagane Joye:

https://github.com/sdind/genome_annotation_workflow

Prerequisites

The following programs are required to run the workflow and the listed version were tested. It should be noted that older versions of snakemake are not compatible with newer versions of singularity as is noted here: https://github.com/nextflow-io/nextflow/issues/1659.

conda v 23.7.3 ...

prepareChIPs

This is a simple snakemake workflow template for preparing single-end ChIP-Seq data. The steps implemented are:

1. Download raw fastq files from SRA
2. Trim and Filter raw fastq files using AdapterRemoval
3. Align to the supplied genome using bowtie2
4. Deduplicate Alignments using Picard MarkDuplicates
5. Call Macs2 Peaks using macs2

A pdf of the rulegraph is available here

Full details for each step are given below. Any additional ...

A CWL-based pipeline for processing RNA-Seq data (FASTQ format) and performing differential gene/transcript expression analysis.

On the respective GitHub folder are available:

• The CWL wrappers for the workflow
• A pre-configured YAML template, based on validation analysis of publicly available HTS data
• A table of metadata (mrna_cll_subsets_phenotypes.csv), based on the same validation analysis, to serve as an input example for the design of comparisons during differential expression ...

Genome-wide alternative splicing analysis v.2

This workflow correspond to the Genome-wide alternative splicing analysis training. It allows to analyze isoform switching by making use of IsoformSwitchAnalyzeR.

MoP2- DSL2 version of Master of Pores

[![Nextflow ...

Workflow for Illumina Quality Control and Filtering

Multiple paired datasets will be merged into single paired dataset.

Summary:

• FastQC on raw data files
• fastp for read quality trimming
• BBduk for phiX and (optional) rRNA filtering
• Kraken2 for taxonomic classification of reads (optional)
• BBmap for (contamination) filtering using given references (optional)
• FastQC on filtered (merged) data

Other UNLOCK workflows on WorkflowHub: https://workflowhub.eu/projects/16/workflows?view=default ...

polya_liftover - sc/snRNAseq Snakemake Workflow

A [Snakemake][sm] workflow for using PolyA_DB and UCSC Liftover with Cellranger.

Some genes are not accurately annotated in the reference genome. Here, we use information provide by the [PolyA_DB v3.2][polya] to update the coordinates, then the [USCS Liftover][liftover] tool to update to a more recent genome. Next, we use [Cellranger][cr] to create the reference and count matrix. Finally, by taking advantage of the integrated [Conda][conda] and ...

Flashlite-Trinity contains two workflows that run Trinity on the University of Queensland's HPC, Flashlite. Trinity performs de novo transcriptome assembly of RNA-seq data by combining three independent software modules Inchworm, Chrysalis and Butterfly to process RNA-seq reads. The algorithm can detect isoforms, handle paired-end reads, multiple insert sizes and strandedness. Users can run Flashlite-Trinity on single samples, or smaller samples requiring <500Gb ...

Description: Trinity @ NCI-Gadi contains a staged Trinity workflow that can be run on the National Computational Infrastructure’s (NCI) Gadi supercomputer. Trinity performs de novo transcriptome assembly of RNA-seq data by combining three independent software modules Inchworm, Chrysalis and Butterfly to process RNA-seq reads. The algorithm can detect isoforms, handle paired-end reads, multiple insert sizes and strandedness. ...

ORSON combine state-of-the-art tools for annotation processes within a Nextflow pipeline: sequence similarity search (PLAST, BLAST or Diamond), functional annotation retrieval (BeeDeeM) and functional prediction (InterProScan). When required, BUSCO completness evaluation and eggNOG Orthogroup annotation can be activated. While ORSON results can be analyzed through the command-line, it also offers the possibility to be compatible with BlastViewer or Blast2GO graphical tools.

A porting of the Trinity RNA assembly pipeline, https://trinityrnaseq.github.io, that uses Nextflow to handle the underlying sub-tasks. This enables additional capabilities to better use HPC resources, such as packing of tasks to fill up nodes and use of node-local disks to improve I/O. By design, the pipeline separates the workflow logic (main file) and the cluster-specific configuration (config files), improving portability.

Based on a pipeline by Sydney Informatics Hub: ...

RNA-RNA interactome analysis using ChiRA tools suite. The aligner used is CLAN.

RNA-RNA interactome analysis using ChiRA tools suite. The aligner used is BWA-MEM.