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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 2017-02-16, 15:02 based on data in: /cbcb/nelsayed-scratch/atb/rnaseq/tcruzi_allstrains/preprocessing


        General Statistics

        Showing 173/173 rows and 12/13 columns.
        Sample Name% AssignedM Assigned% Duplicates% Mapped% AlignedM Aligned% Aligned% Dropped% Dups% GCLengthM Seqs
        HPGL0053_CGATGT_L006_R1_combined.filtered
        49%
        101
        57.5
        HPGL0053_CGATGT_L006_R2_combined.filtered
        49%
        101
        57.5
        HPGL0054_TGACCA_L006_R1_combined.filtered
        49%
        101
        51.4
        HPGL0054_TGACCA_L006_R2_combined.filtered
        49%
        101
        51.4
        HPGL0055_ACAGTG_L007_R1_combined.filtered
        49%
        101
        24.8
        HPGL0055_ACAGTG_L007_R2_combined.filtered
        49%
        101
        24.8
        HPGL0056_GCCAAT_L007_R1_combined.filtered
        49%
        101
        28.9
        HPGL0056_GCCAAT_L007_R2_combined.filtered
        49%
        101
        28.9
        HPGL0057_CAGATC_L007_R1_combined.filtered
        49%
        101
        30.1
        HPGL0057_CAGATC_L007_R2_combined.filtered
        49%
        101
        30.1
        HPGL0058_CTTGTA_L007_R1_combined.filtered
        50%
        101
        24.6
        HPGL0058_CTTGTA_L007_R1_combined.filtered.trimmed
        50%
        99
        24.6
        HPGL0058_CTTGTA_L007_R2_combined.filtered
        50%
        101
        24.6
        HPGL0059_AGTCAA_L006_R1_combined.filtered
        50%
        101
        53.6
        HPGL0059_AGTCAA_L006_R2_combined.filtered
        50%
        101
        53.6
        HPGL0060_AGTTCC_L007_R1_combined.filtered
        50%
        101
        28.8
        HPGL0060_AGTTCC_L007_R2_combined.filtered
        50%
        101
        28.8
        HPGL0061_ATGTCA_L007_R1_combined.filtered
        50%
        101
        32.9
        HPGL0061_ATGTCA_L007_R2_combined.filtered
        50%
        101
        32.9
        HPGL0062_CGATGT_L003_R1_combined.filtered
        50%
        101
        53.0
        HPGL0062_CGATGT_L003_R2_combined.filtered
        50%
        101
        53.0
        HPGL0063_ACAGTG_L001_R1_combined.filtered
        50%
        101
        37.7
        HPGL0063_ACAGTG_L001_R2_combined.filtered
        50%
        101
        37.7
        HPGL0064_ACAGTG_L002_R1_combined.filtered
        50%
        101
        69.8
        HPGL0064_ACAGTG_L002_R2_combined.filtered
        50%
        101
        16.6
        HPGL0065_GCCAAT_L001_R2_combined.filtered
        49%
        101
        31.7
        HPGL0066_GTGAAA_L002_R1_combined.filtered
        49%
        101
        78.7
        HPGL0066_GTGAAA_L002_R2_combined.filtered
        49%
        101
        78.7
        HPGL0067_CTTGTA_L001_R1_combined.filtered
        49%
        101
        33.7
        HPGL0067_CTTGTA_L001_R2_combined.filtered
        49%
        101
        33.7
        HPGL0068_CAGATC_L003_R1_combined.filtered
        48%
        101
        44.2
        HPGL0068_CAGATC_L003_R2_combined.filtered
        48%
        101
        44.2
        HPGL0069_GTGAAA_L001_R1_combined.filtered
        49%
        101
        33.2
        HPGL0069_GTGAAA_L001_R2_combined.filtered
        49%
        101
        33.2
        HPGL0070_GTGAAA_L003_R1_combined.filtered
        48%
        101
        44.4
        HPGL0070_GTGAAA_L003_R2_combined.filtered
        48%
        101
        44.4
        HPGL0071_CGATGT_L004_R1_combined.filtered
        48%
        101
        34.7
        HPGL0071_CGATGT_L004_R2_combined.filtered
        48%
        101
        34.7
        HPGL0072_TGACCA_L004_R1_combined.filtered
        50%
        101
        39.0
        HPGL0072_TGACCA_L004_R2_combined.filtered
        50%
        101
        39.0
        HPGL0111_TTAGGC_L004_R1_combined.filtered
        45%
        101
        61.6
        HPGL0111_TTAGGC_L004_R2_combined.filtered
        45%
        101
        61.6
        HPGL0112_GATCAG_L004_R1_combined.filtered
        48%
        101
        49.5
        HPGL0112_GATCAG_L004_R2_combined.filtered
        48%
        101
        49.5
        HPGL0113_ACTGAT_L004_R1_combined.filtered
        49%
        101
        56.1
        HPGL0113_ACTGAT_L004_R2_combined.filtered
        49%
        101
        56.1
        HPGL0114_ATCACG_L005_R1_combined.filtered
        49%
        101
        48.7
        HPGL0114_ATCACG_L005_R2_combined.filtered
        49%
        101
        48.7
        HPGL0115_ACTTGA_L005_R1_combined.filtered
        50%
        101
        47.0
        HPGL0115_ACTTGA_L005_R2_combined.filtered
        50%
        101
        47.0
        HPGL0116_TAGCTT_L005_R1_combined.filtered
        49%
        101
        39.7
        HPGL0116_TAGCTT_L005_R2_combined.filtered
        49%
        101
        39.7
        HPGL0117_GGCTAC_L005_R1_combined.filtered
        50%
        101
        37.1
        HPGL0117_GGCTAC_L005_R2_combined.filtered
        50%
        101
        37.1
        HPGL0118_R1_filtered
        50%
        56
        30.3
        HPGL0119_R1_filtered
        50%
        56
        31.0
        HPGL0120_R1_filtered
        51%
        56
        28.9
        HPGL0121_R1_filtered
        51%
        56
        34.9
        HPGL0163_ACTGAT_L003_R1_combined.filtered
        51%
        101
        35.5
        HPGL0163_ACTGAT_L003_R2_combined.filtered
        51%
        101
        35.5
        HPGL0189_GTTTCG_L005_R1_combined.filtered
        51%
        101
        35.4
        HPGL0189_GTTTCG_L005_R2_combined.filtered
        51%
        101
        35.4
        HPGL0249_R1_combined.filtered
        52%
        101
        29.7
        HPGL0249_R2_combined.filtered
        52%
        101
        29.7
        HPGL0250_R1_combined.filtered
        52%
        101
        27.7
        HPGL0250_R2_combined.filtered
        52%
        101
        27.7
        HPGL0251_R1_combined.filtered
        51%
        101
        27.2
        HPGL0251_R2_combined.filtered
        52%
        101
        27.2
        HPGL0252_R1_combined.filtered
        52%
        101
        33.0
        HPGL0252_R2_combined.filtered
        52%
        101
        33.0
        HPGL0253_R1_combined.filtered
        52%
        101
        29.6
        HPGL0253_R2_combined.filtered
        52%
        101
        29.6
        HPGL0254_R1_combined.filtered
        51%
        101
        26.2
        HPGL0254_R2_combined.filtered
        51%
        101
        26.2
        HPGL0255_R1_combined.filtered
        51%
        101
        38.7
        HPGL0255_R2_combined.filtered
        51%
        101
        38.7
        HPGL0256_R1_combined.filtered
        51%
        101
        45.2
        HPGL0256_R2_combined.filtered
        51%
        101
        45.2
        HPGL0257_R1_combined.filtered
        50%
        101
        45.9
        HPGL0257_R2_combined.filtered
        50%
        101
        45.9
        HPGL0258_R1_combined.filtered
        51%
        101
        38.2
        HPGL0258_R2_combined.filtered
        51%
        101
        38.2
        HPGL0281_R1_combined.filtered
        0.1%
        51%
        101
        40.4
        HPGL0281_R2_combined.filtered
        51%
        101
        40.4
        HPGL0282_R1_combined.filtered
        0.1%
        52%
        101
        38.1
        HPGL0282_R2_combined.filtered
        52%
        101
        38.1
        HPGL0283_R1_combined.filtered
        51%
        101
        42.2
        HPGL0283_R2_combined.filtered
        51%
        101
        42.2
        HPGL0284_R1_filtered_trimmed99
        0.2%
        51%
        99
        37.2
        HPGL0284_R2_filtered_trimmed99
        51%
        99
        37.2
        HPGL0285_R1_combined.filtered
        0.1%
        52%
        101
        45.4
        HPGL0285_R2_combined.filtered
        52%
        101
        45.4
        HPGL0286_R1_combined.filtered
        52%
        101
        37.7
        HPGL0286_R2_combined.filtered
        52%
        101
        37.7
        HPGL0287_R1_combined.filtered
        0.1%
        51%
        101
        42.1
        HPGL0287_R2_combined.filtered
        51%
        101
        42.1
        HPGL0288_R1_combined.filtered
        0.1%
        51%
        101
        31.8
        HPGL0288_R2_combined.filtered
        51%
        101
        31.8
        HPGL0289_R1_combined.filtered
        0.1%
        52%
        101
        33.8
        HPGL0289_R2_combined.filtered
        52%
        101
        33.8
        HPGL0356_R1_adaptertrim
        50%
        99
        33.6
        HPGL0356_R2_adaptertrim
        50%
        99
        33.6
        HPGL0357_R1_adaptertrim
        50%
        99
        27.5
        HPGL0357_R1_combined.filtered
        0.2%
        HPGL0357_R2_adaptertrim
        50%
        98
        27.5
        HPGL0358_R1_adaptertrim
        50%
        99
        29.5
        HPGL0358_R2_adaptertrim
        50%
        98
        29.5
        HPGL0359_R1_adaptertrim
        51%
        99
        32.9
        HPGL0359_R1_combined.filtered
        0.2%
        HPGL0359_R2_adaptertrim
        51%
        98
        32.9
        HPGL0360_R1_adaptertrim
        51%
        99
        34.3
        HPGL0360_R1_combined.filtered
        0.2%
        HPGL0360_R2_adaptertrim
        51%
        98
        34.3
        HPGL0361_R1_adaptertrim
        51%
        99
        29.8
        HPGL0361_R1_combined.filtered
        0.2%
        HPGL0361_R2_adaptertrim
        51%
        98
        29.8
        HPGL0362_R1_adaptertrim
        51%
        99
        27.0
        HPGL0362_R1_combined.filtered
        0.2%
        HPGL0362_R2_adaptertrim
        51%
        98
        27.0
        HPGL0478_R1_filtered
        49%
        101
        56.9
        HPGL0478_R2_filtered
        49%
        101
        56.9
        accepted_hits
        0.0%
        100.0%
        accepted_hits.count
        0.0%
        0.0
        accepted_paired.count
        0.0%
        0.0
        align_summary
        0.6%
        -0.0
        bowtie.left_kept_reads
        0.5%
        bowtie.left_kept_reads.m2g_um
        0.1%
        bowtie.left_kept_reads.m2g_um_seg1
        0.0%
        bowtie.left_kept_reads.m2g_um_seg2
        0.0%
        bowtie.left_kept_reads.m2g_um_seg3
        0.1%
        bowtie.left_kept_reads.m2g_um_seg4
        0.1%
        bowtie.right_kept_reads
        0.6%
        bowtie.right_kept_reads.m2g_um
        0.1%
        bowtie.right_kept_reads.m2g_um_seg1
        0.0%
        bowtie.right_kept_reads.m2g_um_seg2
        0.0%
        bowtie.right_kept_reads.m2g_um_seg3
        0.1%
        bowtie.right_kept_reads.m2g_um_seg4
        0.1%
        hpgl0107_forward
        1.1%
        56.1%
        49%
        101
        45.8
        hpgl0107_reverse
        56.1%
        49%
        101
        45.8
        hpgl0109_forward
        1.1%
        51.1%
        49%
        101
        40.7
        hpgl0109_reverse
        54.4%
        49%
        101
        40.7
        hpgl0110_forward
        1.0%
        hpgl0122_forward
        1.0%
        50.4%
        50%
        101
        39.2
        hpgl0122_reverse
        53.8%
        50%
        101
        39.2
        hpgl0123_forward
        0.9%
        hpgl0124_forward
        1.0%
        55.5%
        50%
        101
        39.6
        hpgl0124_reverse
        54.9%
        50%
        101
        39.6
        hpgl0125_forward
        1.0%
        hpgl0126_forward
        1.0%
        hpgl0127_forward
        1.1%
        hpgl0128_forward
        1.0%
        hpgl0129_forward
        1.0%
        hpgl0473_forward
        1.0%
        hpgl0474_forward
        1.1%
        hpgl0475_forward
        1.1%
        hpgl0476_forward
        1.1%
        hpgl0477_forward
        1.1%
        hpgl0478_forward
        1.0%
        hpgl0479_forward
        1.1%
        hpgl0480_forward
        1.0%
        hpgl0481_forward
        1.2%
        hpgl0482_forward
        1.1%
        hpgl0483_forward
        1.1%
        hpgl0484_forward
        1.2%
        hpgl0485_forward
        1.1%
        hpgl0486_forward
        1.3%
        hpgl0487_forward
        1.4%
        hpgl0488_forward
        1.6%
        hpgl0489_forward
        1.3%
        hpgl0490_forward
        1.5%
        test_forward
        1.1%
        0.3%
        49%
        101
        0.0
        test_reverse
        0.5%
        50%
        101
        0.0
        unmapped
        0.0%
        0.0%

        HTSeq Count

        HTSeq Count is part of the HTSeq Python package - it takes a file with aligned sequencing reads, plus a list of genomic features and counts how many reads map to each feature.

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        Bamtools

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

        Bamtools Stats

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        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.

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        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.

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

        Adapter Content

        The cumulative percentage count of the proportion of your library which has seen each of the adapter sequences at each position. See the FastQC help. Only samples with ≥ 0.1% adapter contamination are shown.

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