QC Report


general
Report generated at2019-11-30 03:23:38
TitleBY4741--ARR1
Descriptionchipseq of yeast BY4741 for tf ARR1
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 Reads59266426966246626162466748723821096602212276819606051150
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads45229884978865395929053405433637548576550872979905604692
Mapped Reads (QC-failed)00000000
% Mapped Reads76.371.563.280.095.1999999999999995.795.092.60000000000001
Paired Reads59266426966246626162466748723821096602212276819606051150
Paired Reads (QC-failed)00000000
Read129633213483123313081233374361910548301106138409803025575
Read1 (QC-failed)00000000
Read229633213483123313081233374361910548301106138409803025575
Read2 (QC-failed)00000000
Properly Paired Reads38854543982626315764243457363465580459663669404404773966
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads65.6000000000000157.19999999999999650.465.1000000000000190.776.390.378.9
With itself44689184820278386950652646463614474571564672502145436122
With itself (QC-failed)00000000
Singletons540701585878978475897230744986247776168570
Singletons (QC-failed)00000000
% Singleton0.89999999999999992.31.40000000000000011.09999999999999990.60.80.62.8000000000000003
Diff. Chroms20424386243513375037203395514281
Diff. Chroms (QC-failed)00000000

Marking duplicates (filtered BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Unpaired Reads00000000
Paired Reads15628791172172101930814510361416051196529128145591975211
Unmapped Reads00000000
Unpaired Duplicate Reads00000000
Paired Duplicate Reads5089916649145332841536766905142296671
Paired Optical Duplicate Reads49325333549461054311671986
% Duplicate Reads3.25671.42039999999999991.42581.95830.25960.35130.50550.3377

Filtered out (samtools view -F 1804):


SAMstat (filtered/deduped BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Total Reads30239602311046200955028452422824750391677256006603937080
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads30239602311046200955028452422824750391677256006603937080
Mapped Reads (QC-failed)00000000
% Mapped Reads100.0100.0100.0100.0100.0100.0100.0100.0
Paired Reads30239602311046200955028452422824750391677256006603937080
Paired Reads (QC-failed)00000000
Read115119801155523100477514226211412375195838628003301968540
Read1 (QC-failed)00000000
Read215119801155523100477514226211412375195838628003301968540
Read2 (QC-failed)00000000
Properly Paired Reads30239602311046200955028452422824750391677256006603937080
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads100.0100.0100.0100.0100.0100.0100.0100.0
With itself30239602311046200955028452422824750391677256006603937080
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 Fragments15532631166416101143614387941405680191966027941721964730
Distinct Fragments1502731114988799704814107301402051191323927801261958152
Positions with Two Read4577715122136512646034986284130666370
NRF = Distinct/Total0.9674670.9858290.9857750.9804950.9974180.9966550.9949730.996652
PBC1 = OneRead/Distinct0.9681020.9862850.9859590.9807020.9974610.996680.9951390.996695
PBC2 = OneRead/TwoRead31.78008674.99775272.01289352.286697399.797313303.451305211.741237306.386342

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
Nt2835832
N14210846
N24547503
N32018515
N43809701
Np2987543
N optimal2987832
N conservative2835832
Optimal Setpooled-pr1_vs_pooled-pr2rep1_vs_rep4
Conservative Setrep2_vs_rep4rep1_vs_rep4
Rescue Ratio1.05361552028218691.5322283609576428
Self Consistency Ratio2.2532210109018831.6819085487077534
Reproducibility Testborderlinepass

Reproducibility QC


Number of raw peaks

rep1rep2rep3rep4
Number of peaks6046831769856175

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics


Peak region size

rep1rep2rep3rep4idr_optoverlap_opt
Min size91.085.081.085.0110.0110.0
25 percentile364.0340.0324.0340.0363.5440.0
50 percentile (median)364.0340.0324.0340.0440.0440.0
75 percentile364.0340.0324.0340.0471.25440.0
Max size713.0786.0718.0764.01714.01714.0
Mean352.6027125372147339.07358422508116322.8803149606299338.2123076923077434.9014423076923432.2182792099096

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 Reads1909528164902014318611808546
Estimated Fragment Length135140125140
Cross-correlation at Estimated Fragment Length0.851555555261280.7979606861662260.792635271622950.825263206656518
Phantom Peak50555555
Cross-correlation at Phantom Peak0.84974610.77867660.78084440.8139977
Argmin of Cross-correlation1500150015001500
Minimum of Cross-correlation0.83574420.72236630.71895840.7705374
NSC (Normalized Strand Cross-correlation coeff.)1.0189191.1046481.1024771.071023
RSC (Relative Strand Cross-correlation coeff.)1.1292261.342461.1905261.259214


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 Peaks0.272329991137448930.47453966731947350.405348461098255840.36582371552226490.346431169724467250.50598949048224010.363741769309776530.41237588059231480.353125702720935460.51045934218474420.36871973199943470.407247894729442840.27413330470339060.296145637344938150.29084754625020803

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 Peaks0.214381776753572530.212098905199102070.216296633161913530.245361586166870040.248638687440123930.247991765881914430.21638778290718130.373780097843141150.253722475181010650.29859674502204030.25324751285550506

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 Peaks0.13203274490819150.135828305919312640.144850172692334050.168151714096785840.17006647236775450.16416655168237880.077577415045172560.223501392875780050.186653230822821040.184923461694998180.1590791103022847

For spp raw peaks:


For overlap/IDR peaks: