Workflow constructed from history 'Computer assignment RNA seq analysis and visualisation -BMW2 - attempt 3'

transcriptomics-rna-seq-analysis-clustering-viz/rna-seq-analysis-and-visualisation

Author(s)

version Version
1
last_modification Last updated
May 28, 2025
license License
None Specified, defaults to CC-BY-4.0
galaxy-tags Tags

Features

Tutorial
hands_on RNA-Seq data analysis, clustering and visualisation tutorial

Workflow Testing
Tests: ❌
Results: Not yet automated
FAIRness purl PURL
https://gxy.io/GTN:
RO-Crate logo with flask Download Workflow RO-Crate
Launch in Tutorial Mode question
galaxy-download Download
flowchart TD
  0["ℹ️ Input Dataset\np53_mock_1.csv"];
  style 0 stroke:#2c3143,stroke-width:4px;
  1["ℹ️ Input Dataset\np53_mock_2.csv"];
  style 1 stroke:#2c3143,stroke-width:4px;
  2["ℹ️ Input Dataset\np53_mock_3.csv"];
  style 2 stroke:#2c3143,stroke-width:4px;
  3["ℹ️ Input Dataset\np53_mock_4.csv"];
  style 3 stroke:#2c3143,stroke-width:4px;
  4["ℹ️ Input Dataset\np53_IR_1.csv"];
  style 4 stroke:#2c3143,stroke-width:4px;
  5["ℹ️ Input Dataset\np53_IR_2.csv"];
  style 5 stroke:#2c3143,stroke-width:4px;
  6["ℹ️ Input Dataset\np53_IR_3.csv"];
  style 6 stroke:#2c3143,stroke-width:4px;
  7["ℹ️ Input Dataset\np53_IR_4.csv"];
  style 7 stroke:#2c3143,stroke-width:4px;
  8["ℹ️ Input Dataset\nnull_mock_1.csv"];
  style 8 stroke:#2c3143,stroke-width:4px;
  9["ℹ️ Input Dataset\nnull_mock_2.csv"];
  style 9 stroke:#2c3143,stroke-width:4px;
  10["ℹ️ Input Dataset\nnull_IR_1.csv"];
  style 10 stroke:#2c3143,stroke-width:4px;
  11["ℹ️ Input Dataset\nnull_IR_2.csv"];
  style 11 stroke:#2c3143,stroke-width:4px;
  12["ℹ️ Input Dataset\nInput dataset"];
  style 12 stroke:#2c3143,stroke-width:4px;
  13["ℹ️ Input Dataset\nInput dataset"];
  style 13 stroke:#2c3143,stroke-width:4px;
  14["ℹ️ Input Dataset\nInput dataset"];
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  15["ℹ️ Input Dataset\nInput dataset"];
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  17["ℹ️ Input Dataset\nInput dataset"];
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  18["ℹ️ Input Dataset\nInput dataset"];
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  19["ℹ️ Input Dataset\nInput dataset"];
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  20["ℹ️ Input Dataset\nInput dataset"];
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  21["ℹ️ Input Dataset\nInput dataset"];
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  22["ℹ️ Input Dataset\nInput dataset"];
  style 22 stroke:#2c3143,stroke-width:4px;
  23["ℹ️ Input Dataset\nInput dataset"];
  style 23 stroke:#2c3143,stroke-width:4px;
  24["ℹ️ Input Dataset\nInput dataset"];
  style 24 stroke:#2c3143,stroke-width:4px;
  25["ℹ️ Input Dataset\nInput dataset"];
  style 25 stroke:#2c3143,stroke-width:4px;
  26["ℹ️ Input Dataset\nAnnotation file"];
  style 26 stroke:#2c3143,stroke-width:4px;
  27["ℹ️ Input Dataset\nheader"];
  style 27 stroke:#2c3143,stroke-width:4px;
  28["ℹ️ Input Dataset\nGSE71176_sample_metadata.txt"];
  style 28 stroke:#2c3143,stroke-width:4px;
  29["ℹ️ Input Dataset\nGSE71176_variable_metadata.txt"];
  style 29 stroke:#2c3143,stroke-width:4px;
  30["ℹ️ Input Dataset\nInput dataset"];
  style 30 stroke:#2c3143,stroke-width:4px;
  31["ℹ️ Input Dataset\nInput dataset"];
  style 31 stroke:#2c3143,stroke-width:4px;
  32["ℹ️ Input Dataset\nInput dataset"];
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  33["ℹ️ Input Dataset\nInput dataset"];
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  34["ℹ️ Input Dataset\nInput dataset"];
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  35["ℹ️ Input Dataset\nInput dataset"];
  style 35 stroke:#2c3143,stroke-width:4px;
  36["DESeq2"];
  18 -->|output| 36;
  19 -->|output| 36;
  20 -->|output| 36;
  21 -->|output| 36;
  24 -->|output| 36;
  25 -->|output| 36;
  14 -->|output| 36;
  15 -->|output| 36;
  16 -->|output| 36;
  17 -->|output| 36;
  22 -->|output| 36;
  23 -->|output| 36;
  22 -->|output| 36;
  23 -->|output| 36;
  24 -->|output| 36;
  25 -->|output| 36;
  14 -->|output| 36;
  15 -->|output| 36;
  16 -->|output| 36;
  17 -->|output| 36;
  18 -->|output| 36;
  19 -->|output| 36;
  20 -->|output| 36;
  21 -->|output| 36;
  37["DESeq2"];
  22 -->|output| 37;
  23 -->|output| 37;
  24 -->|output| 37;
  25 -->|output| 37;
  14 -->|output| 37;
  15 -->|output| 37;
  16 -->|output| 37;
  17 -->|output| 37;
  18 -->|output| 37;
  19 -->|output| 37;
  20 -->|output| 37;
  21 -->|output| 37;
  18 -->|output| 37;
  19 -->|output| 37;
  20 -->|output| 37;
  21 -->|output| 37;
  24 -->|output| 37;
  25 -->|output| 37;
  14 -->|output| 37;
  15 -->|output| 37;
  16 -->|output| 37;
  17 -->|output| 37;
  22 -->|output| 37;
  23 -->|output| 37;
  38["Gene length and GC content"];
  26 -->|output| 38;
  39["Filter"];
  36 -->|deseq_out| 39;
  40["Table Compute"];
  36 -->|vst_out| 40;
  41["Table Compute"];
  36 -->|vst_out| 41;
  42["Volcano Plot"];
  37 -->|deseq_out| 42;
  43["Join"];
  36 -->|deseq_out| 43;
  38 -->|length| 43;
  44["Sort"];
  39 -->|out_file1| 44;
  45["Join"];
  36 -->|vst_out| 45;
  40 -->|table| 45;
  46["Compute"];
  43 -->|output| 46;
  47["Annotate DESeq2/DEXSeq output tables"];
  26 -->|output| 47;
  44 -->|outfile| 47;
  48["Join"];
  45 -->|output| 48;
  41 -->|table| 48;
  49["Cut"];
  46 -->|out_file1| 49;
  50["Cut"];
  46 -->|out_file1| 50;
  51["Concatenate datasets"];
  27 -->|output| 51;
  47 -->|output| 51;
  52["Compute"];
  48 -->|output| 52;
  53["goseq"];
  49 -->|out_file1| 53;
  50 -->|out_file1| 53;
  54["goseq"];
  49 -->|out_file1| 54;
  50 -->|out_file1| 54;
  55["Volcano Plot"];
  51 -->|out_file1| 55;
  56["Cut"];
  51 -->|out_file1| 56;
  57["Sort"];
  52 -->|out_file1| 57;
  58["Select first"];
  57 -->|outfile| 58;
  59["Cut"];
  58 -->|out_file1| 59;
  60["Cut"];
  59 -->|out_file1| 60;
  61["heatmap2"];
  59 -->|out_file1| 61;
  62["heatmap2"];
  59 -->|out_file1| 62;
  63["heatmap2"];
  59 -->|out_file1| 63;
  64["Multivariate"];
  59 -->|out_file1| 64;
  35 -->|output| 64;
  60 -->|out_file1| 64;
  65["Multivariate"];
  59 -->|out_file1| 65;
  35 -->|output| 65;
  60 -->|out_file1| 65;

Inputs

Input Label
Input dataset p53_mock_1.csv
Input dataset p53_mock_2.csv
Input dataset p53_mock_3.csv
Input dataset p53_mock_4.csv
Input dataset p53_IR_1.csv
Input dataset p53_IR_2.csv
Input dataset p53_IR_3.csv
Input dataset p53_IR_4.csv
Input dataset null_mock_1.csv
Input dataset null_mock_2.csv
Input dataset null_IR_1.csv
Input dataset null_IR_2.csv
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset Annotation file
Input dataset header
Input dataset GSE71176_sample_metadata.txt
Input dataset GSE71176_variable_metadata.txt
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset
Input dataset

Outputs

From Output Label

Tools

Tool Links
Cut1
Filter1
Show beginning1
cat1
toolshed.g2.bx.psu.edu/repos/bgruening/text_processing/tp_easyjoin_tool/9.5+galaxy0 View in ToolShed
toolshed.g2.bx.psu.edu/repos/bgruening/text_processing/tp_sort_header_tool/9.5+galaxy0 View in ToolShed
toolshed.g2.bx.psu.edu/repos/devteam/column_maker/Add_a_column1/2.1 View in ToolShed
toolshed.g2.bx.psu.edu/repos/ethevenot/multivariate/Multivariate/2.3.10 View in ToolShed
toolshed.g2.bx.psu.edu/repos/iuc/deg_annotate/deg_annotate/1.1.0 View in ToolShed
toolshed.g2.bx.psu.edu/repos/iuc/deseq2/deseq2/2.11.40.8+galaxy0 View in ToolShed
toolshed.g2.bx.psu.edu/repos/iuc/ggplot2_heatmap2/ggplot2_heatmap2/3.2.0+galaxy1 View in ToolShed
toolshed.g2.bx.psu.edu/repos/iuc/goseq/goseq/1.50.0+galaxy0 View in ToolShed
toolshed.g2.bx.psu.edu/repos/iuc/length_and_gc_content/length_and_gc_content/0.1.2 View in ToolShed
toolshed.g2.bx.psu.edu/repos/iuc/table_compute/table_compute/1.2.4+galaxy1 View in ToolShed
toolshed.g2.bx.psu.edu/repos/iuc/volcanoplot/volcanoplot/3.3.3+galaxy0 View in ToolShed

To use these workflows in Galaxy you can either click the links to download the workflows, or you can right-click and copy the link to the workflow which can be used in the Galaxy form to import workflows.

Importing into Galaxy

Below are the instructions for importing these workflows directly into your Galaxy server of choice to start using them!
Hands On: Importing a workflow
  1. Click on galaxy-workflows-activity Workflows in the Galaxy activity bar (on the left side of the screen, or in the top menu bar of older Galaxy instances). You will see a list of all your workflows
  2. Click on galaxy-upload Import at the top-right of the screen
  3. Provide your workflow
    • Option 1: Paste the URL of the workflow into the box labelled “Archived Workflow URL”
    • Option 2: Upload the workflow file in the box labelled “Archived Workflow File”
  4. Click the Import workflow button

Below is a short video demonstrating how to import a workflow from GitHub using this procedure:

Video: Importing a workflow from URL

Version History

Version Commit Time Comments
1 0d64e9c4d 2025-05-28 10:30:14 add workflow

For Admins

Installing the workflow tools

wget https://training.galaxyproject.org/training-material/topics/transcriptomics/tutorials/rna-seq-analysis-clustering-viz/workflows/RNA_seq_analysis_and_visualisation.ga -O workflow.ga
workflow-to-tools -w workflow.ga -o tools.yaml
shed-tools install -g GALAXY -a API_KEY -t tools.yaml
workflow-install -g GALAXY -a API_KEY -w workflow.ga --publish-workflows