QC Report


general
Report generated at2019-12-07 18:56:04
TitleBY4741--YRR1
Descriptionchipseq of yeast BY4741 for tf YRR1
Pipeline versionv1.3.3
Pipeline typetf
GenomeBY4741
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 Reads44184405888960797324480669563821096602212276819606051150
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads37560404986814703248871474463637548576550872979905604692
Mapped Reads (QC-failed)00000000
% Mapped Reads85.084.788.288.695.1999999999999995.795.092.60000000000001
Paired Reads44184405888960797324480669563821096602212276819606051150
Paired Reads (QC-failed)00000000
Read122092202944480398662240334781910548301106138409803025575
Read1 (QC-failed)00000000
Read222092202944480398662240334781910548301106138409803025575
Read2 (QC-failed)00000000
Properly Paired Reads31543344120452596881459803103465580459663669404404773966
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads71.3999999999999970.074.974.190.776.390.378.9
With itself36886364892902694769670596503614474571564672502145436122
With itself (QC-failed)00000000
Singletons67404939128479287796230744986247776168570
Singletons (QC-failed)00000000
% Singleton1.51.61.09999999999999991.09999999999999990.60.80.62.8000000000000003
Diff. Chroms31484087207421605037203395514281
Diff. Chroms (QC-failed)00000000

Marking duplicates (filtered BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Unpaired Reads00000000
Paired Reads9406511300004184325919563571416051196529128145591975211
Unmapped Reads00000000
Unpaired Duplicate Reads00000000
Paired Duplicate Reads1136419424384004099236766905142296671
Paired Optical Duplicate Reads33545964664561054311671986
% Duplicate Reads1.20811.49412.08332.09530.25960.35130.50550.3377

Filtered out (samtools view -F 1804):


SAMstat (filtered/deduped BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Total Reads18585742561160360971838307302824750391677256006603937080
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads18585742561160360971838307302824750391677256006603937080
Mapped Reads (QC-failed)00000000
% Mapped Reads100.0100.0100.0100.0100.0100.0100.0100.0
Paired Reads18585742561160360971838307302824750391677256006603937080
Paired Reads (QC-failed)00000000
Read19292871280580180485919153651412375195838628003301968540
Read1 (QC-failed)00000000
Read29292871280580180485919153651412375195838628003301968540
Read2 (QC-failed)00000000
Properly Paired Reads18585742561160360971838307302824750391677256006603937080
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads100.0100.0100.0100.0100.0100.0100.0100.0
With itself18585742561160360971838307302824750391677256006603937080
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 Fragments9372021295098183604319483661405680191966027941721964730
Distinct Fragments9259041275791179793119076901402051191323927801261958152
Positions with Two Read1069518101350793748434986284130666370
NRF = Distinct/Total0.9879450.9850920.9792420.9791230.9974180.9966550.9949730.996652
PBC1 = OneRead/Distinct0.9881390.9853650.9797030.9795750.9974610.996680.9951390.996695
PBC2 = OneRead/TwoRead85.54670469.45030750.2134949.853938399.797313303.451305211.741237306.386342

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
Nt3620842
N12007545
N22064544
N34263560
N43890534
Np3834876
N optimal3834876
N conservative3620842
Optimal Setpooled-pr1_vs_pooled-pr2pooled-pr1_vs_pooled-pr2
Conservative Setrep3_vs_rep4rep2_vs_rep3
Rescue Ratio1.05911602209944761.0403800475059382
Self Consistency Ratio2.124065769805681.048689138576779
Reproducibility Testborderlinepass

Reproducibility QC


Number of raw peaks

rep1rep2rep3rep4
Number of peaks7961660766905907

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics


Peak region size

rep1rep2rep3rep4idr_optoverlap_opt
Min size85.088.095.094.0120.0120.0
25 percentile340.0350.0380.0376.0420.0480.0
50 percentile (median)340.0350.0380.0376.0480.0480.0
75 percentile340.0350.0380.0376.0536.0480.0
Max size742.0763.0782.0944.02121.02121.0
Mean339.41100364275843348.8690782503405378.1080717488789374.1213814118842500.81849315068496478.01982263954096

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 Reads1089638154059621027722274812
Estimated Fragment Length155165150150
Cross-correlation at Estimated Fragment Length0.7583572773417970.807211519516250.8407276836519430.851668334125632
Phantom Peak55555555
Cross-correlation at Phantom Peak0.72619910.78527790.82385830.8380124
Argmin of Cross-correlation1500150015001500
Minimum of Cross-correlation0.66541210.73818370.78545340.8031998
NSC (Normalized Strand Cross-correlation coeff.)1.1396811.093511.0703721.060344
RSC (Relative Strand Cross-correlation coeff.)1.5290321.465741.4392511.392272


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 Peaks0.45232312514863550.394040590982211170.39620574238763250.36137759643723260.392629626122364630.367631854316013030.43014693660450120.39821840838774420.385002033819513030.354807196738977650.43374381807322240.39505493472781150.344683327793789350.366416957302869050.36776654916419454

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 Peaks0.30491926683755780.31140542362672010.30720295860552560.308671232869782260.30704866080469930.31267816969419190.27257026085590350.259336784894344750.331524235411187250.3050483850336620.3204486238069534

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 Peaks0.19649276882934850.21182550149736320.19401068212949850.213973107663946480.21239100715317860.197151612007303080.205276733667855040.192044229958300140.191054813700128360.176642572042404440.21594972151354844

For spp raw peaks:


For overlap/IDR peaks: