QC Report


general
Report generated at2019-11-23 18:53:12
TitleYJM789--YAP1
Descriptionchipseq of yeast YJM789 for tf YAP1
Pipeline versionv1.3.3
Pipeline typetf
GenomeYJM789
Paired-end per replicate[True, True, True]
Alignerbowtie2
Peak callerspp
Control paired-end per replicate[True, True, True, True]

Alignment quality metrics


SAMstat (raw unfiltered BAM)

rep1rep2rep3ctl1ctl2ctl3ctl4
Total Reads56512646287044913584450228627410926110610528381776
Total Reads (QC-failed)0000000
Duplicate Reads0000000
Duplicate Reads (QC-failed)0000000
Mapped Reads5077441454688763307163915768576466184241185371312
Mapped Reads (QC-failed)0000000
% Mapped Reads89.872.369.378.077.876.264.1
Paired Reads56512646287044913584450228627410926110610528381776
Paired Reads (QC-failed)0000000
Read12825632314352245679222511431370546355305264190888
Read1 (QC-failed)0000000
Read22825632314352245679222511431370546355305264190888
Read2 (QC-failed)0000000
Properly Paired Reads4308324388714253934622796040431775860127563063152
Properly Paired Reads (QC-failed)0000000
% Properly Paired Reads76.261.859.055.758.354.40000000000000636.5
With itself5023736449230262470223839630565485482564164415930
With itself (QC-failed)0000000
Singletons53705545858369476138109807167702955382
Singletons (QC-failed)0000000
% Singleton1.00.89999999999999990.89999999999999991.51.51.511.4
Diff. Chroms1783151923791527270434771976
Diff. Chroms (QC-failed)0000000

Marking duplicates (filtered BAM)

rep1rep2rep3ctl1ctl2ctl3ctl4
Unpaired Reads0000000
Paired Reads1893427165088422865151232537190525526428661350940
Unmapped Reads0000000
Unpaired Duplicate Reads0000000
Paired Duplicate Reads21024232824739530057226129714196
Paired Optical Duplicate Reads7707009405175189661248
% Duplicate Reads1.11039999999999981.41029999999999992.07280.243800000000000020.379299999999999970.49080.3106

Filtered out (samtools view -F 1804):


SAMstat (filtered/deduped BAM)

rep1rep2rep3ctl1ctl2ctl3ctl4
Total Reads3744806325520444782402459064379605852597902693488
Total Reads (QC-failed)0000000
Duplicate Reads0000000
Duplicate Reads (QC-failed)0000000
Mapped Reads3744806325520444782402459064379605852597902693488
Mapped Reads (QC-failed)0000000
% Mapped Reads100.0100.0100.0100.0100.0100.0100.0
Paired Reads3744806325520444782402459064379605852597902693488
Paired Reads (QC-failed)0000000
Read11872403162760222391201229532189802926298951346744
Read1 (QC-failed)0000000
Read21872403162760222391201229532189802926298951346744
Read2 (QC-failed)0000000
Properly Paired Reads3744806325520444782402459064379605852597902693488
Properly Paired Reads (QC-failed)0000000
% Properly Paired Reads100.0100.0100.0100.0100.0100.0100.0
With itself3744806325520444782402459064379605852597902693488
With itself (QC-failed)0000000
Singletons0000000
Singletons (QC-failed)0000000
% Singleton0.00.00.00.00.00.00.0
Diff. Chroms0000000
Diff. Chroms (QC-failed)0000000

Filtered and duplicates removed


Sequence quality metrics (filtered/deduped BAM)

rep1
rep1
rep2
rep2
rep3
rep3

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)

rep1rep2rep3ctl1ctl2ctl3ctl4
Total Fragments1889612164627322802181191364183640625556511314860
Distinct Fragments1868701162309522330411188897183026825449301311276
Positions with Two Read20462226014525424456088105573566
NRF = Distinct/Total0.9889340.9859210.979310.9979290.9966580.9958050.997274
PBC1 = OneRead/Distinct0.9889310.9858990.9793090.9979340.996660.995820.997274
PBC2 = OneRead/TwoRead90.31453470.80253148.32364485.251943299.631242240.057971366.713685

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
rep2_vs_rep3
rep2_vs_rep3
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
pooled-pr1_vs_pooled-pr2
pooled-pr1_vs_pooled-pr2

Reproducibility QC and peak detection statistics

overlapidr
Nt6693669
N17624383
N26499574
N36865625
Np7591726
N optimal7591726
N conservative6693669
Optimal Setpooled-pr1_vs_pooled-pr2pooled-pr1_vs_pooled-pr2
Conservative Setrep1_vs_rep3rep2_vs_rep3
Rescue Ratio1.1341700283878681.0852017937219731
Self Consistency Ratio1.17310355439298351.6318537859007833
Reproducibility Testpasspass

Reproducibility QC


Number of raw peaks

rep1rep2rep3
Number of peaks142091237012112

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics


Peak region size

rep1rep2rep3idr_optoverlap_opt
Min size81.090.090.095.095.0
25 percentile324.0360.0360.0217.0380.0
50 percentile (median)324.0360.0360.0380.0380.0
75 percentile324.0360.0360.0380.0380.0
Max size485.0576.0715.01356.01356.0
Mean323.696741501865357.4823767178658356.32083883751653315.3195592286501373.44921617705177

rep1
rep1
rep2
rep2
rep3
rep3
idr_opt
idr_opt
overlap_opt
overlap_opt

Enrichment / Signal-to-noise ratio


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

rep1rep2rep3
Number of Subsampled Reads225596120604722864317
Estimated Fragment Length120120125
Cross-correlation at Estimated Fragment Length0.876780602258140.8650584628150470.89666767981832
Phantom Peak505050
Cross-correlation at Phantom Peak0.87665720.86583490.8975969
Argmin of Cross-correlation150015001500
Minimum of Cross-correlation0.869380.85492910.8869529
NSC (Normalized Strand Cross-correlation coeff.)1.0085131.0118481.010953
RSC (Relative Strand Cross-correlation coeff.)1.0169520.92880720.9127028


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

Peak enrichment


Fraction of reads in peaks (FRiP)

FRiP for spp raw peaks

rep1rep2rep3rep1-pr1rep2-pr1rep3-pr1rep1-pr2rep2-pr2rep3-pr2pooledpooled-pr1pooled-pr2
Fraction of Reads in Peaks0.54095218817743830.50440279626100240.48381350709207190.57304887193148490.54790360296927630.53708555146664760.57616954051533810.54847069492418910.53542775733323810.43980388996580490.489320499323416150.4924559915415663

FRiP for overlap peaks

rep1_vs_rep2rep1_vs_rep3rep2_vs_rep3rep1-pr1_vs_rep1-pr2rep2-pr1_vs_rep2-pr2rep3-pr1_vs_rep3-pr2pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks0.296662470324309040.30251048722584020.297589005292618670.33467554794560790.3172790399618580.324773795062345940.33611508723019623

FRiP for IDR peaks

rep1_vs_rep2rep1_vs_rep3rep2_vs_rep3rep1-pr1_vs_rep1-pr2rep2-pr1_vs_rep2-pr2rep3-pr1_vs_rep3-pr2pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks0.0485398035414806240.049818831267832640.059486594210789970.0346279620359505950.059855849280106560.062070590231876810.06274397229542832

For spp raw peaks:


For overlap/IDR peaks: