diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a7d2fa5..42c3c82 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -46,6 +46,8 @@ jobs:
     steps:
       - name: Check out pipeline code
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
+        with:
+          fetch-depth: 0
 
       - name: Set up Nextflow
         uses: nf-core/setup-nextflow@v2
diff --git a/.github/workflows/download_pipeline.yml b/.github/workflows/download_pipeline.yml
index 13b51e2..ab06316 100644
--- a/.github/workflows/download_pipeline.yml
+++ b/.github/workflows/download_pipeline.yml
@@ -34,6 +34,17 @@ jobs:
       REPO_LOWERCASE: ${{ steps.get_repo_properties.outputs.REPO_LOWERCASE }}
       REPOTITLE_LOWERCASE: ${{ steps.get_repo_properties.outputs.REPOTITLE_LOWERCASE }}
       REPO_BRANCH: ${{ steps.get_repo_properties.outputs.REPO_BRANCH }}
+    steps:
+      - name: Get the repository name and current branch
+        id: get_repo_properties
+        run: |
+          echo "REPO_LOWERCASE=${GITHUB_REPOSITORY,,}" >> "$GITHUB_OUTPUT"
+          echo "REPOTITLE_LOWERCASE=$(basename ${GITHUB_REPOSITORY,,})" >> "$GITHUB_OUTPUT"
+          echo "REPO_BRANCH=${{ github.event.inputs.testbranch || 'dev' }}" >> "$GITHUB_OUTPUT"
+
+  download:
+    runs-on: ubuntu-latest
+    needs: configure
     steps:
       - name: Install Nextflow
         uses: nf-core/setup-nextflow@v2
@@ -56,21 +67,10 @@ jobs:
           python -m pip install --upgrade pip
           pip install git+https://github.com/nf-core/tools.git@dev
 
-      - name: Get the repository name and current branch set as environment variable
-        id: get_repo_properties
-        run: |
-          echo "REPO_LOWERCASE=${GITHUB_REPOSITORY,,}" >> "$GITHUB_OUTPUT"
-          echo "REPOTITLE_LOWERCASE=$(basename ${GITHUB_REPOSITORY,,})" >> "$GITHUB_OUTPUT"
-          echo "REPO_BRANCH=${{ github.event.inputs.testbranch || 'dev' }}" >> "$GITHUB_OUTPUT"
-
       - name: Make a cache directory for the container images
         run: |
           mkdir -p ./singularity_container_images
 
-  download:
-    runs-on: ubuntu-latest
-    needs: configure
-    steps:
       - name: Download the pipeline
         env:
           NXF_SINGULARITY_CACHEDIR: ./singularity_container_images
@@ -87,6 +87,9 @@ jobs:
       - name: Inspect download
         run: tree ./${{ needs.configure.outputs.REPOTITLE_LOWERCASE }}
 
+      - name: Inspect container images
+        run: tree ./singularity_container_images | tee ./container_initial
+
       - name: Count the downloaded number of container images
         id: count_initial
         run: |
@@ -123,7 +126,8 @@ jobs:
             final_count=${{ steps.count_afterwards.outputs.IMAGE_COUNT_AFTER }}
             difference=$((final_count - initial_count))
             echo "$difference additional container images were \n downloaded at runtime . The pipeline has no support for offline runs!"
-            tree ./singularity_container_images
+            tree ./singularity_container_images > ./container_afterwards
+            diff ./container_initial ./container_afterwards
             exit 1
           else
             echo "The pipeline can be downloaded successfully!"
diff --git a/.nf-core.yml b/.nf-core.yml
index d9bb4f2..51a8251 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -9,7 +9,7 @@ lint:
     - assets/nf-core-spatialvi_logo_light.png
     - docs/images/nf-core-spatialvi_logo_light.png
     - docs/images/nf-core-spatialvi_logo_dark.png
-nf_core_version: 3.1.1
+nf_core_version: 3.1.2
 repository_type: pipeline
 template:
   author: Erik Fasterius, Christophe Avenel, Sergii Domanskyi, Jeffrey Chuang, Anuj
diff --git a/CITATIONS.md b/CITATIONS.md
index 94092cb..0a6f4cf 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -12,7 +12,9 @@
 
 - [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/)
 
-> Andrews, S. (2010). FastQC: A Quality Control Tool for High Throughput Sequence Data [Online].- [MultiQC](https://pubmed.ncbi.nlm.nih.gov/27312411/)
+> Andrews, S. (2010). FastQC: A Quality Control Tool for High Throughput Sequence Data [Online].
+
+- [MultiQC](https://pubmed.ncbi.nlm.nih.gov/27312411/)
 
 > Ewels P, Magnusson M, Lundin S, Käller M. MultiQC: summarize analysis results for multiple tools and samples in a single report. Bioinformatics. 2016 Oct 1;32(19):3047-8. doi: 10.1093/bioinformatics/btw354. Epub 2016 Jun 16. PubMed PMID: 27312411; PubMed Central PMCID: PMC5039924.
 
diff --git a/README.md b/README.md
index fce102f..2c76f68 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,9 @@
     <source media="(prefers-color-scheme: dark)" srcset="docs/images/nf-core-spatialvi_logo_dark.png">
     <img alt="nf-core/spatialvi" src="docs/images/nf-core-spatialvi_logo_light.png">
   </picture>
-</h1>[![GitHub Actions CI Status](https://github.com/nf-core/spatialvi/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/spatialvi/actions/workflows/ci.yml)
+</h1>
+
+[![GitHub Actions CI Status](https://github.com/nf-core/spatialvi/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/spatialvi/actions/workflows/ci.yml)
 [![GitHub Actions Linting Status](https://github.com/nf-core/spatialvi/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/spatialvi/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/spatialvi/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.XXXXXXX-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.XXXXXXX)
 [![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)
 
@@ -32,7 +34,7 @@
 ## Usage
 
 > [!NOTE]
-> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow.Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.
+> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.
 
 <!-- TODO nf-core: Describe the minimum required steps to execute the pipeline, e.g. how to prepare samplesheets.
      Explain what rows and columns represent. For instance (please edit as appropriate):
@@ -89,7 +91,9 @@ For further information or help, don't hesitate to get in touch on the [Slack `#
 ## Citations
 
 <!-- TODO nf-core: Add citation for pipeline after first release. Uncomment lines below and update Zenodo doi and badge at the top of this file. -->
-<!-- If you use nf-core/spatialvi for your analysis, please cite it using the following doi: [10.5281/zenodo.XXXXXX](https://doi.org/10.5281/zenodo.XXXXXX) --><!-- TODO nf-core: Add bibliography of tools and data used in your pipeline -->
+<!-- If you use nf-core/spatialvi for your analysis, please cite it using the following doi: [10.5281/zenodo.XXXXXX](https://doi.org/10.5281/zenodo.XXXXXX) -->
+
+<!-- TODO nf-core: Add bibliography of tools and data used in your pipeline -->
 
 An extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.
 
diff --git a/conf/test.config b/conf/test.config
index fdb94b6..a62a49e 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -26,6 +26,4 @@ params {
     // TODO nf-core: Specify the paths to your test data on nf-core/test-datasets
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input  = params.pipelines_testdata_base_path + 'viralrecon/samplesheet/samplesheet_test_illumina_amplicon.csv'
-
-    
 }
diff --git a/nextflow.config b/nextflow.config
index 73d6e62..0b42b86 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -275,7 +275,7 @@ manifest {
 
 // Nextflow plugins
 plugins {
-    id 'nf-schema@2.1.1' // Validation of pipeline parameters and creation of an input channel from a sample sheet
+    id 'nf-schema@2.3.0' // Validation of pipeline parameters and creation of an input channel from a sample sheet
 }
 
 validation {
diff --git a/ro-crate-metadata.json b/ro-crate-metadata.json
index d4b2baf..609a512 100644
--- a/ro-crate-metadata.json
+++ b/ro-crate-metadata.json
@@ -22,8 +22,8 @@
             "@id": "./",
             "@type": "Dataset",
             "creativeWorkStatus": "InProgress",
-            "datePublished": "2024-12-20T13:12:56+00:00",
-            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/nf-core-spatialvi_logo_dark.png\">\n    <img alt=\"nf-core/spatialvi\" src=\"docs/images/nf-core-spatialvi_logo_light.png\">\n  </picture>\n</h1>[![GitHub Actions CI Status](https://github.com/nf-core/spatialvi/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/spatialvi/actions/workflows/ci.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/spatialvi/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/spatialvi/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/spatialvi/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.XXXXXXX-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.XXXXXXX)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n\n[![Nextflow](https://img.shields.io/badge/nextflow%20DSL2-%E2%89%A524.04.2-23aa62.svg)](https://www.nextflow.io/)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/spatialvi)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23spatialvi-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/spatialvi)[![Follow on Twitter](http://img.shields.io/badge/twitter-%40nf__core-1DA1F2?labelColor=000000&logo=twitter)](https://twitter.com/nf_core)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n## Introduction\n\n**nf-core/spatialvi** is a bioinformatics pipeline that ...\n\n<!-- TODO nf-core:\n   Complete this sentence with a 2-3 sentence summary of what types of data the pipeline ingests, a brief overview of the\n   major pipeline sections and the types of output it produces. You're giving an overview to someone new\n   to nf-core here, in 15-20 seconds. For an example, see https://github.com/nf-core/rnaseq/blob/master/README.md#introduction\n-->\n\n<!-- TODO nf-core: Include a figure that guides the user through the major workflow steps. Many nf-core\n     workflows use the \"tube map\" design for that. See https://nf-co.re/docs/contributing/design_guidelines#examples for examples.   -->\n<!-- TODO nf-core: Fill in short bullet-pointed list of the default steps in the pipeline -->1. Read QC ([`FastQC`](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/))2. Present QC for raw reads ([`MultiQC`](http://multiqc.info/))\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow.Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n<!-- TODO nf-core: Describe the minimum required steps to execute the pipeline, e.g. how to prepare samplesheets.\n     Explain what rows and columns represent. For instance (please edit as appropriate):\n\nFirst, prepare a samplesheet with your input data that looks as follows:\n\n`samplesheet.csv`:\n\n```csv\nsample,fastq_1,fastq_2\nCONTROL_REP1,AEG588A1_S1_L002_R1_001.fastq.gz,AEG588A1_S1_L002_R2_001.fastq.gz\n```\n\nEach row represents a fastq file (single-end) or a pair of fastq files (paired end).\n\n-->\n\nNow, you can run the pipeline using:\n\n<!-- TODO nf-core: update the following command to include all required parameters for a minimal example -->\n\n```bash\nnextflow run nf-core/spatialvi \\\n   -profile <docker/singularity/.../institute> \\\n   --input samplesheet.csv \\\n   --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/spatialvi/usage) and the [parameter documentation](https://nf-co.re/spatialvi/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/spatialvi/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/spatialvi/output).\n\n## Credits\n\nnf-core/spatialvi was originally written by Erik Fasterius, Christophe Avenel, Sergii Domanskyi, Jeffrey Chuang, Anuj Srivastava.\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n<!-- TODO nf-core: If applicable, make list of people who have also contributed -->\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#spatialvi` channel](https://nfcore.slack.com/channels/spatialvi) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\n<!-- TODO nf-core: Add citation for pipeline after first release. Uncomment lines below and update Zenodo doi and badge at the top of this file. -->\n<!-- If you use nf-core/spatialvi for your analysis, please cite it using the following doi: [10.5281/zenodo.XXXXXX](https://doi.org/10.5281/zenodo.XXXXXX) --><!-- TODO nf-core: Add bibliography of tools and data used in your pipeline -->\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
+            "datePublished": "2025-01-20T14:37:37+00:00",
+            "description": "<h1>\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"docs/images/nf-core-spatialvi_logo_dark.png\">\n    <img alt=\"nf-core/spatialvi\" src=\"docs/images/nf-core-spatialvi_logo_light.png\">\n  </picture>\n</h1>\n\n[![GitHub Actions CI Status](https://github.com/nf-core/spatialvi/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/spatialvi/actions/workflows/ci.yml)\n[![GitHub Actions Linting Status](https://github.com/nf-core/spatialvi/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/spatialvi/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/spatialvi/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.XXXXXXX-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.XXXXXXX)\n[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)\n\n[![Nextflow](https://img.shields.io/badge/nextflow%20DSL2-%E2%89%A524.04.2-23aa62.svg)](https://www.nextflow.io/)\n[![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)\n[![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)\n[![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)\n[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/spatialvi)\n\n[![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23spatialvi-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/spatialvi)[![Follow on Twitter](http://img.shields.io/badge/twitter-%40nf__core-1DA1F2?labelColor=000000&logo=twitter)](https://twitter.com/nf_core)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)\n\n## Introduction\n\n**nf-core/spatialvi** is a bioinformatics pipeline that ...\n\n<!-- TODO nf-core:\n   Complete this sentence with a 2-3 sentence summary of what types of data the pipeline ingests, a brief overview of the\n   major pipeline sections and the types of output it produces. You're giving an overview to someone new\n   to nf-core here, in 15-20 seconds. For an example, see https://github.com/nf-core/rnaseq/blob/master/README.md#introduction\n-->\n\n<!-- TODO nf-core: Include a figure that guides the user through the major workflow steps. Many nf-core\n     workflows use the \"tube map\" design for that. See https://nf-co.re/docs/contributing/design_guidelines#examples for examples.   -->\n<!-- TODO nf-core: Fill in short bullet-pointed list of the default steps in the pipeline -->1. Read QC ([`FastQC`](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/))2. Present QC for raw reads ([`MultiQC`](http://multiqc.info/))\n\n## Usage\n\n> [!NOTE]\n> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.\n\n<!-- TODO nf-core: Describe the minimum required steps to execute the pipeline, e.g. how to prepare samplesheets.\n     Explain what rows and columns represent. For instance (please edit as appropriate):\n\nFirst, prepare a samplesheet with your input data that looks as follows:\n\n`samplesheet.csv`:\n\n```csv\nsample,fastq_1,fastq_2\nCONTROL_REP1,AEG588A1_S1_L002_R1_001.fastq.gz,AEG588A1_S1_L002_R2_001.fastq.gz\n```\n\nEach row represents a fastq file (single-end) or a pair of fastq files (paired end).\n\n-->\n\nNow, you can run the pipeline using:\n\n<!-- TODO nf-core: update the following command to include all required parameters for a minimal example -->\n\n```bash\nnextflow run nf-core/spatialvi \\\n   -profile <docker/singularity/.../institute> \\\n   --input samplesheet.csv \\\n   --outdir <OUTDIR>\n```\n\n> [!WARNING]\n> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_; see [docs](https://nf-co.re/docs/usage/getting_started/configuration#custom-configuration-files).\n\nFor more details and further functionality, please refer to the [usage documentation](https://nf-co.re/spatialvi/usage) and the [parameter documentation](https://nf-co.re/spatialvi/parameters).\n\n## Pipeline output\n\nTo see the results of an example test run with a full size dataset refer to the [results](https://nf-co.re/spatialvi/results) tab on the nf-core website pipeline page.\nFor more details about the output files and reports, please refer to the\n[output documentation](https://nf-co.re/spatialvi/output).\n\n## Credits\n\nnf-core/spatialvi was originally written by Erik Fasterius, Christophe Avenel, Sergii Domanskyi, Jeffrey Chuang, Anuj Srivastava.\n\nWe thank the following people for their extensive assistance in the development of this pipeline:\n\n<!-- TODO nf-core: If applicable, make list of people who have also contributed -->\n\n## Contributions and Support\n\nIf you would like to contribute to this pipeline, please see the [contributing guidelines](.github/CONTRIBUTING.md).\n\nFor further information or help, don't hesitate to get in touch on the [Slack `#spatialvi` channel](https://nfcore.slack.com/channels/spatialvi) (you can join with [this invite](https://nf-co.re/join/slack)).\n\n## Citations\n\n<!-- TODO nf-core: Add citation for pipeline after first release. Uncomment lines below and update Zenodo doi and badge at the top of this file. -->\n<!-- If you use nf-core/spatialvi for your analysis, please cite it using the following doi: [10.5281/zenodo.XXXXXX](https://doi.org/10.5281/zenodo.XXXXXX) -->\n\n<!-- TODO nf-core: Add bibliography of tools and data used in your pipeline -->\n\nAn extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](CITATIONS.md) file.\n\nYou can cite the `nf-core` publication as follows:\n\n> **The nf-core framework for community-curated bioinformatics pipelines.**\n>\n> Philip Ewels, Alexander Peltzer, Sven Fillinger, Harshil Patel, Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso & Sven Nahnsen.\n>\n> _Nat Biotechnol._ 2020 Feb 13. doi: [10.1038/s41587-020-0439-x](https://dx.doi.org/10.1038/s41587-020-0439-x).\n",
             "hasPart": [
                 {
                     "@id": "main.nf"
@@ -99,7 +99,7 @@
             },
             "mentions": [
                 {
-                    "@id": "#2c6f83cf-b130-4b71-a942-08da25856a4c"
+                    "@id": "#c6a4473a-c93a-40f7-9de6-7291750c8b4f"
                 }
             ],
             "name": "nf-core/spatialvi"
@@ -121,11 +121,7 @@
         },
         {
             "@id": "main.nf",
-            "@type": [
-                "File",
-                "SoftwareSourceCode",
-                "ComputationalWorkflow"
-            ],
+            "@type": ["File", "SoftwareSourceCode", "ComputationalWorkflow"],
             "creator": [
                 {
                     "@id": "https://orcid.org/0000-0002-6847-6019"
@@ -135,7 +131,7 @@
                 }
             ],
             "dateCreated": "",
-            "dateModified": "2024-12-20T13:12:56Z",
+            "dateModified": "2025-01-20T14:37:37Z",
             "dct:conformsTo": "https://bioschemas.org/profiles/ComputationalWorkflow/1.0-RELEASE/",
             "keywords": [
                 "nf-core",
@@ -152,9 +148,7 @@
                 "transcriptomics",
                 "visium"
             ],
-            "license": [
-                "MIT"
-            ],
+            "license": ["MIT"],
             "maintainer": [
                 {
                     "@id": "https://orcid.org/0000-0002-6847-6019"
@@ -163,22 +157,15 @@
                     "@id": "https://orcid.org/0000-0003-0492-9960"
                 }
             ],
-            "name": [
-                "nf-core/spatialvi"
-            ],
+            "name": ["nf-core/spatialvi"],
             "programmingLanguage": {
                 "@id": "https://w3id.org/workflowhub/workflow-ro-crate#nextflow"
             },
             "sdPublisher": {
                 "@id": "https://nf-co.re/"
             },
-            "url": [
-                "https://github.com/nf-core/spatialvi",
-                "https://nf-co.re/spatialvi/dev/"
-            ],
-            "version": [
-                "1.0dev"
-            ]
+            "url": ["https://github.com/nf-core/spatialvi", "https://nf-co.re/spatialvi/dev/"],
+            "version": ["1.0dev"]
         },
         {
             "@id": "https://w3id.org/workflowhub/workflow-ro-crate#nextflow",
@@ -193,11 +180,11 @@
             "version": "!>=24.04.2"
         },
         {
-            "@id": "#2c6f83cf-b130-4b71-a942-08da25856a4c",
+            "@id": "#c6a4473a-c93a-40f7-9de6-7291750c8b4f",
             "@type": "TestSuite",
             "instance": [
                 {
-                    "@id": "#38c0ae9c-2f17-4af5-998f-7cc5bf6dda7b"
+                    "@id": "#a2fe5577-dc13-4175-8241-500029de6aa9"
                 }
             ],
             "mainEntity": {
@@ -206,7 +193,7 @@
             "name": "Test suite for nf-core/spatialvi"
         },
         {
-            "@id": "#38c0ae9c-2f17-4af5-998f-7cc5bf6dda7b",
+            "@id": "#a2fe5577-dc13-4175-8241-500029de6aa9",
             "@type": "TestInstance",
             "name": "GitHub Actions workflow for testing nf-core/spatialvi",
             "resource": "repos/nf-core/spatialvi/actions/workflows/ci.yml",
@@ -347,4 +334,4 @@
             "name": "Erik Fasterius"
         }
     ]
-}
\ No newline at end of file
+}