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MeRIPseqPipe: Output

This document describes the output produced by the pipeline. Most of the plots are taken from the MultiQC report, which summarises results at the end of the pipeline.

Pipeline overview

The pipeline is built using Nextflow and processes data using the following steps:

Several R packages for downstream analysis.

Quality Control

Output directory: results/QC/

Fastp

Fastp

Output directory: results/QC/fastp

FastQC

FastQC gives general quality metrics about your reads. It provides information about the quality score distribution across your reads, the per base sequence content (%T/A/G/C). You get information about adapter contamination and other overrepresented sequences.

For further reading and documentation see the FastQC help.

NB: The FastQC plots displayed in the MultiQC report shows untrimmed reads. They may contain adapter sequence and potentially regions with low quality. To see how your reads look after trimming, look at the FastQC reports in the trim_galore directory.

Output directory: results/QC/fastqc

  • sample_fastqc.html
    • FastQC report, containing quality metrics for your untrimmed raw fastq files
  • zips/sample_fastqc.zip
    • zip file containing the FastQC report, tab-delimited data file and plot images

RSeQC

RSeQC

Output directory: results/QC/RSeQC

MultiQC

MultiQC is a visualisation tool that generates a single HTML report summarising all samples in your project. Most of the pipeline QC results are visualised in the report and further statistics are available in within the report data directory.

The pipeline has special steps which allow the software versions used to be reported in the MultiQC output for future traceability.

Output directory: results/QC/multiqc

  • Project_multiqc_report.html
    • MultiQC report - a standalone HTML file that can be viewed in your web browser
  • Project_multiqc_data/
    • Directory containing parsed statistics from the different tools used in the pipeline

For more information about how to use MultiQC reports, see http://multiqc.info

Align reasults

Output directory: results/QC/multiqc

STAR

STAR

BWA

BWA

TopHat2

TopHat2

HISAT2

HISAT2

SAMtools

SAMtools

PeakCalling

MeTPeak

MeTPeak

MATK

MATK

Meyer

meyer

MACS2

MACS2

PeakMerged

RobustRankAggreg

RobustRankAggreg

MSPC

[MSPC]

BEDtools

BEDtools

M6A sites prediction

MATK

Differtial Methylation Analysis

QNB

QNB

MATK

MATK

DESeq2_DM

DESeq2

edgeR_DM

edgeR

Differtial Expression Analysis

featureCounts

featureCounts

DESeq2_DE

DESeq2

edgeR_DE

edgeR

Reports