QC Report


general
Report generated at2019-11-28 17:12:21
TitleYJM789--THP2
Descriptionchipseq of yeast YJM789 for tf THP2
Pipeline versionv1.3.3
Pipeline typetf
GenomeYJM789
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 Reads879691053196224575138564449450228627410926110610528381776
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads70505934582864415207138244203915768576466184241185371312
Mapped Reads (QC-failed)00000000
% Mapped Reads80.1000000000000186.290.867.8000000000000178.077.876.264.1
Paired Reads879691053196224575138564449450228627410926110610528381776
Paired Reads (QC-failed)00000000
Read143984552659811228756928222472511431370546355305264190888
Read1 (QC-failed)00000000
Read243984552659811228756928222472511431370546355305264190888
Read2 (QC-failed)00000000
Properly Paired Reads58258084037716360700427570762796040431775860127563063152
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads66.275.978.848.855.758.354.40000000000000636.5
With itself69192144529398407639634433883839630565485482564164415930
With itself (QC-failed)00000000
Singletons131379534667567538103276138109807167702955382
Singletons (QC-failed)00000000
% Singleton1.51.01.70000000000000026.8000000000000011.51.51.511.4
Diff. Chroms3116207723518891527270434771976
Diff. Chroms (QC-failed)00000000

Marking duplicates (filtered BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Unpaired Reads00000000
Paired Reads24534811722522142423811941961232537190525526428661350940
Unmapped Reads00000000
Unpaired Duplicate Reads00000000
Paired Duplicate Reads304362615010356642730057226129714196
Paired Optical Duplicate Reads70251732011925175189661248
% Duplicate Reads1.24051.51810.72710.53820.243800000000000020.379299999999999970.49080.3106

Filtered out (samtools view -F 1804):


SAMstat (filtered/deduped BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Total Reads48460903392744282776423755382459064379605852597902693488
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads48460903392744282776423755382459064379605852597902693488
Mapped Reads (QC-failed)00000000
% Mapped Reads100.0100.0100.0100.0100.0100.0100.0100.0
Paired Reads48460903392744282776423755382459064379605852597902693488
Paired Reads (QC-failed)00000000
Read124230451696372141388211877691229532189802926298951346744
Read1 (QC-failed)00000000
Read224230451696372141388211877691229532189802926298951346744
Read2 (QC-failed)00000000
Properly Paired Reads48460903392744282776423755382459064379605852597902693488
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads100.0100.0100.0100.0100.0100.0100.0100.0
With itself48460903392744282776423755382459064379605852597902693488
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 Fragments24454451718688142230711934881191364183640625556511314860
Distinct Fragments24152181692653141199411870741188897183026825449301311276
Positions with Two Read294592527310195636824456088105573566
NRF = Distinct/Total0.9876390.9848520.9927490.9946260.9979290.9966580.9958050.997274
PBC1 = OneRead/Distinct0.9876460.9848460.9927380.9946160.9979340.996660.995820.997274
PBC2 = OneRead/TwoRead80.97287865.959799137.492889185.408763485.251943299.631242240.057971366.713685

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
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
Nt3405861
N13624828
N23894887
N34710590
N45860356
Np3773939
N optimal3773939
N conservative3405861
Optimal Setpooled-pr1_vs_pooled-pr2pooled-pr1_vs_pooled-pr2
Conservative Setrep3_vs_rep4rep1_vs_rep2
Rescue Ratio1.10807635829662271.0905923344947734
Self Consistency Ratio1.61699779249448122.491573033707865
Reproducibility Testpassborderline

Reproducibility QC


Number of raw peaks

rep1rep2rep3rep4
Number of peaks4641462080807926

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics


Peak region size

rep1rep2rep3rep4idr_optoverlap_opt
Min size132.0185.095.0171.0158.0158.0
25 percentile530.0740.0380.0684.0394.0630.0
50 percentile (median)530.0740.0380.0684.0630.0630.0
75 percentile530.0740.0380.0684.01100.5630.0
Max size4975.05774.02957.03173.06179.06179.0
Mean566.750700280112763.4090909090909377.8230198019802684.50441584658091052.7752928647496726.1097270076862

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 Reads3217039198079816953981991146
Estimated Fragment Length13012514085
Cross-correlation at Estimated Fragment Length0.902377903735650.8623302919742350.8415989733148290.86437798132069
Phantom Peak50505050
Cross-correlation at Phantom Peak0.90502380.86554340.840790.8660935
Argmin of Cross-correlation1500150015001500
Minimum of Cross-correlation0.87606430.83713910.82149510.8468291
NSC (Normalized Strand Cross-correlation coeff.)1.0300361.0300921.0244721.020723
RSC (Relative Strand Cross-correlation coeff.)0.90863430.88688091.0419280.9109465


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 Peaks0.307859119413795460.344979167305284440.38794750905662570.456281482342105250.354970974550214870.3978136870922180.45134883957784310.51260345016291030.35432497305042750.39558422327178240.46228327399316210.50437290784058840.28381278094493320.30924257595888750.30900083409387735

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 Peaks0.227354417482459630.242115910745137520.225952110587186450.239830634059944040.230374398830662020.2421223829308080.27157791126454520.31235071081107210.27573375996016640.370087533855488760.2645382400535153

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 Peaks0.11403135632610770.097544913992835660.075242059744076380.092726334564685250.080235388185330080.06439921452959560.123710248881056680.136525479081239240.068652122312894570.054634781678929150.12384661187775514

For spp raw peaks:


For overlap/IDR peaks: