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        If you use plots from MultiQC in a publication or presentation, please cite:

        MultiQC: Summarize analysis results for multiple tools and samples in a single report
        Philip Ewels, Måns Magnusson, Sverker Lundin and Max Käller
        Bioinformatics (2016)
        doi: 10.1093/bioinformatics/btw354
        PMID: 27312411

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        About MultiQC

        This report was generated using MultiQC, version 0.9

        You can see a YouTube video describing how to use MultiQC reports here: https://youtu.be/qPbIlO_KWN0

        For more information about MultiQC, including other videos and extensive documentation, please visit http://multiqc.info

        You can report bugs, suggest improvements and find the source code for MultiQC on GitHub: https://github.com/ewels/MultiQC

        MultiQC is published in Bioinformatics:

        MultiQC: Summarize analysis results for multiple tools and samples in a single report
        Philip Ewels, Måns Magnusson, Sverker Lundin and Max Käller
        Bioinformatics (2016)
        doi: 10.1093/bioinformatics/btw354
        PMID: 27312411

        A modular tool to aggregate results from bioinformatics analyses across many samples into a single report.

        Report generated on 2017-01-25, 11:01 based on data in: /cbcb/nelsayed-scratch/atb/rnaseq/lpanamensis/preprocessing


        General Statistics

        Showing 125/125 rows and 9/10 columns.
        Sample Name% Duplicates% Mapped% AlignedM Aligned% Aligned% Dropped% GCLengthM Seqs
        HPGL0241_ATCACG_L007_R1_filtered
        49%
        101
        47.7
        accepted_hits
        0.0%
        100.0%
        align_summary
        9.2%
        1.8
        bowtie.left_kept_reads
        5.4%
        bowtie.left_kept_reads.m2g_um
        4.1%
        bowtie.left_kept_reads.m2g_um_seg1
        0.3%
        bowtie.left_kept_reads.m2g_um_seg2
        0.3%
        bowtie.left_kept_reads.m2g_um_seg3
        0.4%
        bowtie.left_kept_reads.m2g_um_seg4
        0.4%
        bowtie.right_kept_reads
        5.5%
        bowtie.right_kept_reads.m2g_um
        4.1%
        bowtie.right_kept_reads.m2g_um_seg1
        0.3%
        bowtie.right_kept_reads.m2g_um_seg2
        0.3%
        bowtie.right_kept_reads.m2g_um_seg3
        0.4%
        bowtie.right_kept_reads.m2g_um_seg4
        0.4%
        hpgl0241_forward-trimmed
        49%
        94
        46.3
        hpgl0241_reverse-trimmed
        48%
        93
        46.3
        hpgl0242_forward
        1.5%
        52%
        101
        45.8
        hpgl0242_forward-trimmed
        51%
        93
        42.6
        hpgl0242_reverse
        52%
        101
        45.8
        hpgl0242_reverse-trimmed
        51%
        92
        42.6
        hpgl0243_forward
        1.5%
        51%
        101
        50.7
        hpgl0243_forward-trimmed
        51%
        93
        47.3
        hpgl0243_reverse
        51%
        101
        50.7
        hpgl0243_reverse-trimmed
        51%
        92
        47.3
        hpgl0244_forward
        1.6%
        50%
        101
        50.5
        hpgl0244_reverse
        50%
        101
        50.5
        hpgl0245_forward
        1.2%
        53%
        101
        47.2
        hpgl0245_reverse
        53%
        101
        47.2
        hpgl0246_forward
        1.2%
        51%
        101
        48.6
        hpgl0246_reverse
        51%
        101
        48.6
        hpgl0247_forward
        1.1%
        52%
        101
        41.6
        hpgl0247_reverse
        52%
        101
        41.6
        hpgl0248_forward
        1.2%
        52%
        101
        40.9
        hpgl0248_reverse
        52%
        101
        40.9
        hpgl0315_forward
        1.4%
        49%
        101
        50.9
        hpgl0315_reverse
        49%
        101
        50.9
        hpgl0316_forward
        1.4%
        49%
        101
        82.1
        hpgl0316_reverse
        49%
        101
        82.1
        hpgl0317_forward
        1.3%
        50%
        101
        82.5
        hpgl0317_reverse
        50%
        101
        82.5
        hpgl0318_forward
        1.3%
        50%
        101
        52.1
        hpgl0318_reverse
        50%
        101
        52.1
        hpgl0319_forward
        1.6%
        50%
        101
        52.0
        hpgl0319_reverse
        50%
        101
        52.0
        hpgl0320_forward
        1.6%
        50%
        101
        91.8
        hpgl0320_reverse
        50%
        101
        91.8
        hpgl0321_forward
        1.6%
        49%
        101
        47.0
        hpgl0321_reverse
        49%
        101
        47.0
        hpgl0322_forward
        1.7%
        51%
        101
        53.9
        hpgl0322_reverse
        51%
        101
        53.9
        hpgl0630_forward
        0.3%
        51%
        101
        21.6
        hpgl0630_reverse
        51%
        101
        21.6
        hpgl0631_forward
        0.3%
        53%
        101
        21.3
        hpgl0631_reverse
        53%
        101
        21.3
        hpgl0632_forward
        0.6%
        52%
        101
        19.6
        hpgl0632_forward-trimmed
        52%
        96
        19.0
        hpgl0632_reverse
        52%
        101
        19.6
        hpgl0632_reverse-trimmed
        52%
        95
        19.0
        hpgl0633_forward
        0.2%
        52%
        101
        23.6
        hpgl0633_reverse
        52%
        101
        23.6
        hpgl0634_forward
        0.2%
        51%
        101
        19.5
        hpgl0634_reverse
        51%
        101
        19.5
        hpgl0635_forward
        0.3%
        52%
        101
        18.8
        hpgl0635_reverse
        52%
        101
        18.8
        hpgl0636_forward
        1.1%
        52%
        101
        17.4
        hpgl0636_reverse
        52%
        101
        17.4
        hpgl0637_forward
        0.4%
        53%
        101
        21.5
        hpgl0637_reverse
        53%
        101
        21.5
        hpgl0638_forward
        0.4%
        56%
        101
        23.0
        hpgl0638_reverse
        56%
        101
        23.0
        hpgl0639_forward
        0.4%
        54%
        101
        14.7
        hpgl0639_reverse
        54%
        101
        14.7
        hpgl0640_forward
        0.3%
        54%
        101
        20.8
        hpgl0640_reverse
        54%
        101
        20.8
        hpgl0641_forward
        0.2%
        53%
        101
        18.1
        hpgl0641_reverse
        53%
        101
        18.1
        hpgl0642_forward
        0.2%
        54%
        101
        19.7
        hpgl0642_reverse
        54%
        101
        19.7
        hpgl0643_forward
        0.9%
        53%
        101
        48.1
        hpgl0643_reverse
        53%
        101
        48.1
        hpgl0644_forward
        0.5%
        54%
        101
        28.8
        hpgl0644_reverse
        54%
        101
        28.8
        hpgl0645_forward
        1.3%
        54%
        101
        24.4
        hpgl0645_reverse
        54%
        101
        24.4
        hpgl0646_forward
        0.7%
        54%
        101
        28.0
        hpgl0646_reverse
        54%
        101
        28.0
        hpgl0647_forward
        0.6%
        54%
        101
        22.9
        hpgl0647_reverse
        54%
        101
        22.9
        hpgl0648_forward
        0.3%
        55%
        101
        19.1
        hpgl0648_reverse
        55%
        101
        19.1
        hpgl0649_forward
        0.5%
        53%
        101
        20.9
        hpgl0649_reverse
        53%
        101
        20.9
        hpgl0650_forward
        0.3%
        51%
        101
        28.4
        hpgl0650_reverse
        51%
        101
        28.4
        hpgl0651_forward
        0.3%
        52%
        101
        28.8
        hpgl0651_reverse
        52%
        101
        28.8
        hpgl0652_forward
        0.3%
        52%
        101
        26.7
        hpgl0652_reverse
        52%
        101
        26.7
        hpgl0653_forward
        0.3%
        52%
        101
        28.1
        hpgl0653_reverse
        52%
        101
        28.1
        hpgl0654_forward
        0.4%
        52%
        101
        25.0
        hpgl0654_reverse
        52%
        101
        25.0
        hpgl0655_forward
        0.4%
        53%
        101
        22.6
        hpgl0655_reverse
        53%
        101
        22.6
        hpgl0656_forward
        0.3%
        53%
        101
        25.1
        hpgl0656_reverse
        53%
        101
        25.1
        hpgl0657_forward
        0.2%
        52%
        101
        25.8
        hpgl0657_reverse
        52%
        101
        25.8
        hpgl0658_forward
        0.2%
        53%
        101
        20.8
        hpgl0658_reverse
        53%
        101
        20.8
        hpgl0659_forward
        0.2%
        53%
        101
        24.5
        hpgl0659_reverse
        53%
        101
        24.5
        hpgl0660_forward
        0.2%
        52%
        101
        23.0
        hpgl0660_reverse
        52%
        101
        23.0
        hpgl0661_forward
        0.3%
        52%
        101
        29.2
        hpgl0661_reverse
        52%
        101
        29.2
        hpgl0662_forward
        0.2%
        54%
        101
        23.3
        hpgl0662_reverse
        54%
        101
        23.3
        hpgl0663_forward
        0.3%
        53%
        101
        47.9
        hpgl0663_reverse
        53%
        101
        47.9
        test_forward
        2.9%
        test_forward-trimmed
        48%
        92
        0.0
        test_reverse-trimmed
        48%
        91
        0.0
        unmapped
        0.0%
        0.0%

        Bamtools

        Bamtools provides both a programmer's API and an end-user's toolkit for handling BAM files.

        Bamtools Stats

        loading..

        Tophat

        Tophat is a fast splice junction mapper for RNA-Seq reads. It aligns RNA-Seq reads to mammalian-sized genomes.

        loading..

        Bowtie 2

        Bowtie 2 is an ultrafast and memory-efficient tool for aligning sequencing reads to long reference sequences.

        loading..

        Trimmomatic

        Trimmomatic is a flexible read trimming tool for Illumina NGS data.

        loading..

        FastQC

        FastQC is a quality control tool for high throughput sequence data, written by Simon Andrews at the Babraham Institute in Cambridge.

        Sequence Quality Histograms

        The mean quality value across each base position in the read. See the FastQC help.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Per Sequence Quality Scores

        The number of reads with average quality scores. Shows if a subset of reads has poor quality. See the FastQC help.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Per Base Sequence Content

        The proportion of each base position for which each of the four normal DNA bases has been called. See the FastQC help.

        Click a heatmap row to see a line plot for that dataset.

        rollover for sample name
        Position: -
        %T: -
        %C: -
        %A: -
        %G: -

        Per Sequence GC Content

        The average GC content of reads. Normal random library typically have a roughly normal distribution of GC content. See the FastQC help.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Per Base N Content

        The percentage of base calls at each position for which an N was called. See the FastQC help.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Sequence Length Distribution

        The distribution of fragment sizes (read lengths) found. See the FastQC help.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Sequence Duplication Levels

        The relative level of duplication found for every sequence. See the FastQC help.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Overrepresented sequences

        The total amount of overrepresented sequences found in each library. See the FastQC help for further information.

        109 samples had less than 1% of reads made up of overrepresented sequences