QC Report


general
Report generated at2019-11-30 09:17:52
TitleBY4742--ZAP1
Descriptionchipseq of yeast BY4742 for tf ZAP1
Pipeline versionv1.3.3
Pipeline typetf
GenomeBY4742
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 Reads7717741786072394866840801404555882693044693021627321170
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads6636241591352362645136471914209856614269685166296004918
Mapped Reads (QC-failed)00000000
% Mapped Reads86.089.191.889.492.488.691.6000000000000182.0
Paired Reads7717741786072394866840801404555882693044693021627321170
Paired Reads (QC-failed)00000000
Read1385887893036197433420400702277941346522346510813660585
Read1 (QC-failed)00000000
Read2385887893036197433420400702277941346522346510813660585
Read2 (QC-failed)00000000
Properly Paired Reads4573321284890311669630868763408530481786068655324002636
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads59.371.8999999999999978.975.774.869.573.854.7
With itself6455761558026356322235767824169336605910484265165323690
With itself (QC-failed)00000000
Singletons18048333266322970409405208359290113681228
Singletons (QC-failed)00000000
% Singleton2.31.91.61.70000000000000020.89999999999999991.21.09.3
Diff. Chroms290518227618341815212741712235
Diff. Chroms (QC-failed)00000000

Marking duplicates (filtered BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Unpaired Reads00000000
Paired Reads1390924247929248059883161476158207034329610141730516
Unmapped Reads00000000
Unpaired Duplicate Reads00000000
Paired Duplicate Reads7215443169582181433217880135545282
Paired Optical Duplicate Reads158027126555254910921711
% Duplicate Reads0.51841.28129999999999991.83369999999999992.20720000000000030.224999999999999980.38060.457700000000000050.3052

Filtered out (samtools view -F 1804):


SAMstat (filtered/deduped BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Total Reads276742838698181569419330042945674412492658949203450468
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads276742838698181569419330042945674412492658949203450468
Mapped Reads (QC-failed)00000000
% Mapped Reads100.0100.0100.0100.0100.0100.0100.0100.0
Paired Reads276742838698181569419330042945674412492658949203450468
Paired Reads (QC-failed)00000000
Read11383714193499078479665021472837206246329474601725234
Read1 (QC-failed)00000000
Read21383714193499078479665021472837206246329474601725234
Read2 (QC-failed)00000000
Properly Paired Reads276742838698181569419330042945674412492658949203450468
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads100.0100.0100.0100.0100.0100.0100.0100.0
With itself276742838698181569419330042945674412492658949203450468
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 Fragments1380514218309202989833241449951202194329088951705713
Distinct Fragments1373384164589034459616581446811201450428959911700692
Positions with Two Read7055172156092015731147276126434962
NRF = Distinct/Total0.9948350.9872650.9816870.9779670.9978340.9963210.9955640.997056
PBC1 = OneRead/Distinct0.9948380.9873480.9820680.9782970.9978390.9963490.995590.997065
PBC2 = OneRead/TwoRead193.879.502956.84182246.672967463.61079275.858988228.048723341.737404

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
Nt2156783
N11413510
N22636537
N31640536
N41790585
Np2533592
N optimal2533783
N conservative2156783
Optimal Setpooled-pr1_vs_pooled-pr2rep3_vs_rep4
Conservative Setrep2_vs_rep4rep3_vs_rep4
Rescue Ratio1.1748608534322821.322635135135135
Self Consistency Ratio1.86553432413305021.1470588235294117
Reproducibility Testpasspass

Reproducibility QC


Number of raw peaks

rep1rep2rep3rep4
Number of peaks6821588642834542

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics


Peak region size

rep1rep2rep3rep4idr_optoverlap_opt
Min size74.081.085.084.0108.0108.0
25 percentile296.0316.0340.0336.0359.0420.0
50 percentile (median)296.0316.0340.0336.0420.0420.0
75 percentile296.0316.0340.0336.0437.0420.0
Max size327.0489.0740.0681.01885.01885.0
Mean289.91555490397303310.5429833503228336.05276675227645331.2760898282695415.46871008939974416.0651401500197

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 Reads18040649873210261091149911
Estimated Fragment Length115140165145
Cross-correlation at Estimated Fragment Length0.4160782663339130.6003983646257120.7437339896844860.7463203598269
Phantom Peak55555555
Cross-correlation at Phantom Peak0.39675930.5570050.71182090.7158881
Argmin of Cross-correlation1500150015001500
Minimum of Cross-correlation0.29009780.46878010.65150780.655875
NSC (Normalized Strand Cross-correlation coeff.)1.4342691.2807671.1415581.1379
RSC (Relative Strand Cross-correlation coeff.)1.1811241.491851.5291221.507094


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 Peaks0.50535155487782850.46798251575656550.37743143943858380.414103126532588630.483103518052785230.51187075235483480.39012918462121410.425229332168997050.486442147864421470.50938599921783350.38336347794670020.42284237383885390.40791400243989790.39682048886710590.4033874903065953

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 Peaks0.29945922586900290.29585550409959590.302054546972145950.30238245707667010.31664007065589010.311202519336416850.25207232729401390.347045062704334550.27449614307256620.31586432309503760.3348774232967897

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 Peaks0.23792047018402850.24134574306896720.240775652335521730.248624730630586540.24969028428058580.251088476519375050.18556633976772590.236266212629575840.207328437501032660.24789860755590780.23903145840023454

For spp raw peaks:


For overlap/IDR peaks: