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> Andrews, S. (2010). FastQC: A Quality Control Tool for High Throughput Sequence Data [Online]. Available online https://www.bioinformatics.babraham.ac.uk/projects/fastqc/.
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> Andrews, S. (2010). FastQC: A Quality Control Tool for High Throughput Sequence Data [Online].
[](https://nf-co.re/rnaseq/results)[](https://doi.org/10.5281/zenodo.1400710)
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[](https://github.com/nf-core/rnaseq/actions?query=workflow%3A%22nf-core+CI%22)
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[](https://github.com/nf-core/rnaseq/actions?query=workflow%3A%22nf-core+linting%22)[](https://nf-co.re/rnaseq/results)[](https://doi.org/10.5281/zenodo.1400710)
[](https://docs.conda.io/en/latest/)
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## Usage
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> **Note**
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> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how
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> to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline)
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> with `-profile test` before running the workflow on actual data.
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:::note
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If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how
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to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline)
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with `-profile test` before running the workflow on actual data.
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:::
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First, prepare a samplesheet with your input data that looks as follows:
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-profile <docker/singularity/.../institute>
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```
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> **Warning:**
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> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those
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> provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_;
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> see [docs](https://nf-co.re/usage/configuration#custom-configuration-files).
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:::warning
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Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those
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provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_;
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see [docs](https://nf-co.re/usage/configuration#custom-configuration-files).
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:::
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For more details and further functionality, please refer to the [usage documentation](https://nf-co.re/rnaseq/usage) and the [parameter documentation](https://nf-co.re/rnaseq/parameters).
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- Reports generated by Nextflow: `execution_report.html`, `execution_timeline.html`, `execution_trace.txt` and `pipeline_dag.dot`/`pipeline_dag.svg`.
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- Reports generated by the pipeline: `pipeline_report.html`, `pipeline_report.txt` and `software_versions.yml`. The `pipeline_report*` files will only be present if the `--email` / `--email_on_fail` parameter's are used when running the pipeline.
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- Reformatted samplesheet files used as input to the pipeline: `samplesheet.valid.csv`.
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- Parameters used by the pipeline run: `params.json`.
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Pipeline settings can be provided in a `yaml` or `json` file via `-params-file <file>`.
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> ⚠️ Do not use `-c <file>` to specify parameters as this will result in errors. Custom config files specified with `-c` must only be used for [tuning process resource specifications](https://nf-co.re/docs/usage/configuration#tuning-workflow-resources), other infrastructural tweaks (such as output directories), or module arguments (args).
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:::warning
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Do not use `-c <file>` to specify parameters as this will result in errors. Custom config files specified with `-c` must only be used for [tuning process resource specifications](https://nf-co.re/docs/usage/configuration#tuning-workflow-resources), other infrastructural tweaks (such as output directories), or module arguments (args).
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:::
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The above pipeline run specified with a params file in yaml format:
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To further assist in reproducbility, you can use share and re-use [parameter files](#running-the-pipeline) to repeat pipeline runs with the same settings without having to write out a command with every single parameter.
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> 💡 If you wish to share such profile (such as upload as supplementary material for academic publications), make sure to NOT include cluster specific paths to files, nor institutional specific profiles.
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:::tip
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If you wish to share such profile (such as upload as supplementary material for academic publications), make sure to NOT include cluster specific paths to files, nor institutional specific profiles.
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:::
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## Core Nextflow arguments
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> **NB:** These options are part of Nextflow and use a _single_ hyphen (pipeline parameters use a double-hyphen).
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:::note
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These options are part of Nextflow and use a _single_ hyphen (pipeline parameters use a double-hyphen).
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:::
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### `-profile`
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Use this parameter to choose a configuration profile. Profiles can give configuration presets for different compute environments.
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Several generic profiles are bundled with the pipeline which instruct the pipeline to use software packaged using different methods (Docker, Singularity, Podman, Shifter, Charliecloud, Apptainer, Conda) - see below.
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> We highly recommend the use of Docker or Singularity containers for full pipeline reproducibility, however when this is not possible, Conda is also supported.
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:::info
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We highly recommend the use of Docker or Singularity containers for full pipeline reproducibility, however when this is not possible, Conda is also supported.
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:::
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The pipeline also dynamically loads configurations from [https://github.com/nf-core/configs](https://github.com/nf-core/configs) when it runs, making multiple config profiles for various institutional clusters available at run time. For more information and to see if your system is available in these configs please see the [nf-core/configs documentation](https://github.com/nf-core/configs#documentation).
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