QC Report


general
Report generated at2019-11-22 13:04:14
TitleYJM789--GAL11
Descriptionchipseq of yeast YJM789 for tf GAL11
Pipeline versionv1.3.3
Pipeline typetf
GenomeYJM789
Paired-end per replicate[True, True, True, True]
Alignerbowtie2
Peak callerspp
Control paired-end per replicate[True, True, True, True]

Alignment quality metrics


SAMstat (raw unfiltered BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Total Reads475780241232406500940581573450228627410926110610528381776
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads42285793715613591383653596893915768576466184241185371312
Mapped Reads (QC-failed)00000000
% Mapped Reads88.990.1000000000000191.092.278.077.876.264.1
Paired Reads475780241232406500940581573450228627410926110610528381776
Paired Reads (QC-failed)00000000
Read123789012061620325047029078672511431370546355305264190888
Read1 (QC-failed)00000000
Read223789012061620325047029078672511431370546355305264190888
Read2 (QC-failed)00000000
Properly Paired Reads40723963565120573634251718402796040431775860127563063152
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads85.686.588.288.955.758.354.40000000000000636.5
With itself41563403658790584325253025983839630565485482564164415930
With itself (QC-failed)00000000
Singletons7223956823705845709176138109807167702955382
Singletons (QC-failed)00000000
% Singleton1.51.40000000000000011.09999999999999991.01.51.51.511.4
Diff. Chroms26562132319625381527270434771976
Diff. Chroms (QC-failed)00000000

Marking duplicates (filtered BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Unpaired Reads00000000
Paired Reads16044561408850230442220938111232537190525526428661350940
Unmapped Reads00000000
Unpaired Duplicate Reads00000000
Paired Duplicate Reads1522513248308882909730057226129714196
Paired Optical Duplicate Reads6815528987335175189661248
% Duplicate Reads0.94890.94031.34039999999999981.38970.243800000000000020.379299999999999970.49080.3106

Filtered out (samtools view -F 1804):


SAMstat (filtered/deduped BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Total Reads31784622791204454706841294282459064379605852597902693488
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads31784622791204454706841294282459064379605852597902693488
Mapped Reads (QC-failed)00000000
% Mapped Reads100.0100.0100.0100.0100.0100.0100.0100.0
Paired Reads31784622791204454706841294282459064379605852597902693488
Paired Reads (QC-failed)00000000
Read115892311395602227353420647141229532189802926298951346744
Read1 (QC-failed)00000000
Read215892311395602227353420647141229532189802926298951346744
Read2 (QC-failed)00000000
Properly Paired Reads31784622791204454706841294282459064379605852597902693488
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads100.0100.0100.0100.0100.0100.0100.0100.0
With itself31784622791204454706841294282459064379605852597902693488
With itself (QC-failed)00000000
Singletons00000000
Singletons (QC-failed)00000000
% Singleton0.00.00.00.00.00.00.00.0
Diff. Chroms00000000
Diff. Chroms (QC-failed)00000000

Filtered and duplicates removed


Sequence quality metrics (filtered/deduped BAM)

rep1
rep1
rep2
rep2
rep3
rep3
rep4
rep4

Open chromatin assays are known to have significant GC bias. Please take this into consideration as necessary.


Library complexity quality metrics


Library complexity (filtered non-mito BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Total Fragments16006511404381229835320867591191364183640625556511314860
Distinct Fragments15854661391181226755920577861188897183026825449301311276
Positions with Two Read1485712949298582816324456088105573566
NRF = Distinct/Total0.9905130.9906010.9866020.9861160.9979290.9966580.9958050.997274
PBC1 = OneRead/Distinct0.9905260.9906030.9866330.9861210.9979340.996660.995820.997274
PBC2 = OneRead/TwoRead105.704113106.42582474.929672.052906485.251943299.631242240.057971366.713685

Mitochondrial reads are filtered out by default. The non-redundant fraction (NRF) is the fraction of non-redundant mapped reads in a dataset; it is the ratio between the number of positions in the genome that uniquely mapped reads map to and the total number of uniquely mappable reads. The NRF should be > 0.8. The PBC1 is the ratio of genomic locations with EXACTLY one read pair over the genomic locations with AT LEAST one read pair. PBC1 is the primary measure, and the PBC1 should be close to 1. Provisionally 0-0.5 is severe bottlenecking, 0.5-0.8 is moderate bottlenecking, 0.8-0.9 is mild bottlenecking, and 0.9-1.0 is no bottlenecking. The PBC2 is the ratio of genomic locations with EXACTLY one read pair over the genomic locations with EXACTLY two read pairs. The PBC2 should be significantly greater than 1. See more details at the ENCODE portal standard for ChIP-Seq pipeline


NRF (non redundant fraction)
PBC1 (PCR Bottleneck coefficient 1)
PBC2 (PCR Bottleneck coefficient 2)
PBC1 is the primary measure. Provisionally


Replication quality metrics


IDR (Irreproducible Discovery Rate) plots

rep1_vs_rep2
rep1_vs_rep2
rep1_vs_rep3
rep1_vs_rep3
rep1_vs_rep4
rep1_vs_rep4
rep2_vs_rep3
rep2_vs_rep3
rep2_vs_rep4
rep2_vs_rep4
rep3_vs_rep4
rep3_vs_rep4
rep1-pr1_vs_rep1-pr2
rep1-pr1_vs_rep1-pr2
rep2-pr1_vs_rep2-pr2
rep2-pr1_vs_rep2-pr2
rep3-pr1_vs_rep3-pr2
rep3-pr1_vs_rep3-pr2
rep4-pr1_vs_rep4-pr2
rep4-pr1_vs_rep4-pr2
pooled-pr1_vs_pooled-pr2
pooled-pr1_vs_pooled-pr2

Reproducibility QC and peak detection statistics

overlapidr
Nt3306738
N11758656
N21567630
N32302707
N42676704
Np3747623
N optimal3747738
N conservative3306738
Optimal Setpooled-pr1_vs_pooled-pr2rep2_vs_rep3
Conservative Setrep3_vs_rep4rep2_vs_rep3
Rescue Ratio1.1333938294010891.1845906902086678
Self Consistency Ratio1.70772176132737721.1222222222222222
Reproducibility Testpasspass

Reproducibility QC


Number of raw peaks

rep1rep2rep3rep4
Number of peaks7832587771557602

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics


Peak region size

rep1rep2rep3rep4idr_optoverlap_opt
Min size94.091.095.092.0112.0110.0
25 percentile376.0364.0380.0370.0324.0416.0
50 percentile (median)376.0364.0380.0370.0387.0416.0
75 percentile376.0364.0380.0370.0416.0416.0
Max size727.0691.0742.0727.01972.01972.0
Mean370.0344739530133356.0507061425898373.6232005590496363.84109444882927406.6544715447154412.6954897251134

rep1
rep1
rep2
rep2
rep3
rep3
rep4
rep4
idr_opt
idr_opt
overlap_opt
overlap_opt

Enrichment / Signal-to-noise ratio


Strand cross-correlation measures (trimmed/filtered SE BAM)

rep1rep2rep3rep4
Number of Subsampled Reads1621742142908023190572117604
Estimated Fragment Length165180170165
Cross-correlation at Estimated Fragment Length0.8324106521735430.8163393335645920.8719024944563210.862387557986177
Phantom Peak50555050
Cross-correlation at Phantom Peak0.82423510.80808990.86624610.857093
Argmin of Cross-correlation1500150015001500
Minimum of Cross-correlation0.80564320.78881490.84944890.8401453
NSC (Normalized Strand Cross-correlation coeff.)1.0332251.0348931.0264331.026474
RSC (Relative Strand Cross-correlation coeff.)1.439741.427991.3367461.312407


Performed on subsampled (15000000) reads mapped from FASTQs that are trimmed to 50. Such FASTQ trimming and subsampling reads are for cross-corrleation analysis only. Untrimmed FASTQs are used for all the other analyses.

NOTE1: For SE datasets, reads from replicates are randomly subsampled to 15000000.
NOTE2: For PE datasets, the first end (R1) of each read-pair is selected and trimmed to 50 the reads are then randomly subsampled to 15000000.


rep1
rep1
rep2
rep2
rep3
rep3
rep4
rep4

Peak enrichment


Fraction of reads in peaks (FRiP)

FRiP for spp raw peaks

rep1rep2rep3rep4rep1-pr1rep2-pr1rep3-pr1rep4-pr1rep1-pr2rep2-pr2rep3-pr2rep4-pr2pooledpooled-pr1pooled-pr2
Fraction of Reads in Peaks0.392293505475289630.33417980197792780.360152740183344530.368958848537860430.31450600038257470.27401365145650410.318390664049888860.341999908946226950.281888084166546040.284248661151245140.32098266399358880.33548568954344280.28290039397352020.31894412762276870.3230506835921498

FRiP for overlap peaks

rep1_vs_rep2rep1_vs_rep3rep1_vs_rep4rep2_vs_rep3rep2_vs_rep4rep3_vs_rep4rep1-pr1_vs_rep1-pr2rep2-pr1_vs_rep2-pr2rep3-pr1_vs_rep3-pr2rep4-pr1_vs_rep4-pr2pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks0.198416076512058250.222739172214536480.21913720468201840.20462739658348720.201680686039113880.227614101223241970.17188376013304550.15787738911236870.191972057598434860.201347983304225180.24390055224023877

FRiP for IDR peaks

rep1_vs_rep2rep1_vs_rep3rep1_vs_rep4rep2_vs_rep3rep2_vs_rep4rep3_vs_rep4rep1-pr1_vs_rep1-pr2rep2-pr1_vs_rep2-pr2rep3-pr1_vs_rep3-pr2rep4-pr1_vs_rep4-pr2pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks0.113269469503341560.114527341702215240.113057400293674210.11509936869467920.113984469105285060.113093792080136760.108299863267202810.102537113016461720.108366754136951540.103044537887571840.10750516073767312

For spp raw peaks:


For overlap/IDR peaks: