QC Report


general
Report generated at2019-12-03 06:36:15
TitleBY4741--MIG2
Descriptionchipseq of yeast BY4741 for tf MIG2
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 Reads63956006336170510881470194043821096602212276819606051150
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads45352165316687335534356600913637548576550872979905604692
Mapped Reads (QC-failed)00000000
% Mapped Reads70.8999999999999983.8999999999999965.780.6000000000000195.1999999999999995.795.092.60000000000001
Paired Reads63956006336170510881470194043821096602212276819606051150
Paired Reads (QC-failed)00000000
Read131978003168085255440735097021910548301106138409803025575
Read1 (QC-failed)00000000
Read231978003168085255440735097021910548301106138409803025575
Read2 (QC-failed)00000000
Properly Paired Reads39209164460898207887236895743465580459663669404404773966
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads61.370.3999999999999940.69999999999999652.690.776.390.378.9
With itself44851505183368325705255762563614474571564672502145436122
With itself (QC-failed)00000000
Singletons500661333199829183835230744986247776168570
Singletons (QC-failed)00000000
% Singleton0.82.11.91.20.60.80.62.8000000000000003
Diff. Chroms16493187125110585037203395514281
Diff. Chroms (QC-failed)00000000

Marking duplicates (filtered BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Unpaired Reads00000000
Paired Reads1590275152626358921610769821416051196529128145591975211
Unmapped Reads00000000
Unpaired Duplicate Reads00000000
Paired Duplicate Reads4292416570165135251736766905142296671
Paired Optical Duplicate Reads47233316127761054311671986
% Duplicate Reads2.69921.08572.80254.87630000000000050.25960.35130.50550.3377

Filtered out (samtools view -F 1804):


SAMstat (filtered/deduped BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Total Reads30947023019386114540620489302824750391677256006603937080
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads30947023019386114540620489302824750391677256006603937080
Mapped Reads (QC-failed)00000000
% Mapped Reads100.0100.0100.0100.0100.0100.0100.0100.0
Paired Reads30947023019386114540620489302824750391677256006603937080
Paired Reads (QC-failed)00000000
Read11547351150969357270310244651412375195838628003301968540
Read1 (QC-failed)00000000
Read21547351150969357270310244651412375195838628003301968540
Read2 (QC-failed)00000000
Properly Paired Reads30947023019386114540620489302824750391677256006603937080
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads100.0100.0100.0100.0100.0100.0100.0100.0
With itself30947023019386114540620489302824750391677256006603937080
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 Fragments1582659152189158832010752671405680191966027941721964730
Distinct Fragments1540009150539357197310233681402051191323927801261958152
Positions with Two Read3828915687150984600534986284130666370
NRF = Distinct/Total0.9730520.989160.9722140.9517340.9974180.9966550.9949730.996652
PBC1 = OneRead/Distinct0.973890.9893260.9725910.9523670.9974610.996680.9951390.996695
PBC2 = OneRead/TwoRead39.17049394.94001436.84567521.185132399.797313303.451305211.741237306.386342

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
Nt1720833
N13607987
N22865843
N33328776
N43604870
Np2524914
N optimal2524914
N conservative1720833
Optimal Setpooled-pr1_vs_pooled-pr2pooled-pr1_vs_pooled-pr2
Conservative Setrep1_vs_rep2rep3_vs_rep4
Rescue Ratio1.46744186046511631.0972388955582233
Self Consistency Ratio1.25898778359511351.2719072164948453
Reproducibility Testpasspass

Reproducibility QC


Number of raw peaks

rep1rep2rep3rep4
Number of peaks5016443357015866

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics


Peak region size

rep1rep2rep3rep4idr_optoverlap_opt
Min size98.089.062.059.095.095.0
25 percentile390.0356.0250.0236.0296.0380.0
50 percentile (median)390.0356.0250.0236.0373.0380.0
75 percentile390.0356.0250.0236.0392.0380.0
Max size1030.01149.0794.0803.02374.02374.0
Mean374.25578149920256350.53688247236636244.4476407647781231.83208319127175426.7078774617068390.9564183835182

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 Reads1923612190513511880191793745
Estimated Fragment Length14515095105
Cross-correlation at Estimated Fragment Length0.8536462445683210.8476520648726820.7722565739592460.826749917164246
Phantom Peak55555555
Cross-correlation at Phantom Peak0.84907010.83657960.76263440.8148827
Argmin of Cross-correlation1500150015001500
Minimum of Cross-correlation0.82278150.79900620.6908950.763065
NSC (Normalized Strand Cross-correlation coeff.)1.0375131.0608831.1177631.083459
RSC (Relative Strand Cross-correlation coeff.)1.1740721.2946881.1341261.229019


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 Peaks0.27471659629909440.29096710390788060.40674049201767760.371247431586242570.331291134790273940.34014045230357940.47437943510085490.41806267850763230.335731411768507460.33748605675859710.46539736197883020.418169891767792730.23344886309433260.255798398699157940.2573024239569869

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 Peaks0.156274574514439820.126779463419371520.12889883400240470.152487896984494910.15510047672946570.164870014515883680.23030165747784440.241787568730861190.309918928310136340.2922051997872060.21130300897337723

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 Peaks0.113550263718111680.094878896792840550.09439095167989770.116593850903224870.118555300016415230.13456950392461710.119901366916749980.15616453146434410.165561381728400240.15763496068679750.14606812066145677

For spp raw peaks:


For overlap/IDR peaks: