QC Report


general
Report generated at2019-12-05 15:57:07
TitleAWRI1631--YAP1
Descriptionchipseq of yeast AWRI1631 for tf YAP1
Pipeline versionv1.3.3
Pipeline typetf
GenomeAWRI1631
Paired-end per replicate[True, True, True]
Alignerbowtie2
Peak callerspp
Control paired-end per replicate[True, True, True, True]

Alignment quality metrics


SAMstat (raw unfiltered BAM)

rep1rep2rep3ctl1ctl2ctl3ctl4
Total Reads36096284478694626878459175466601090116525728804978
Total Reads (QC-failed)0000000
Duplicate Reads0000000
Duplicate Reads (QC-failed)0000000
Mapped Reads2730935376324344909664977004578830996935156321027
Mapped Reads (QC-failed)0000000
% Mapped Reads75.784.071.684.187.783.271.8
Paired Reads36096284478694626878459175466601090116525728804978
Paired Reads (QC-failed)0000000
Read11804814223934731343922958773330054558262864402489
Read1 (QC-failed)0000000
Read21804814223934731343922958773330054558262864402489
Read2 (QC-failed)0000000
Properly Paired Reads2227306315128636446883717114435727672165223826466
Properly Paired Reads (QC-failed)0000000
% Properly Paired Reads61.770.3999999999999958.09999999999999462.866.061.943.5
With itself2693850371739644265264894834569377295276985338574
With itself (QC-failed)0000000
Singletons3708545847644408217094537165817982453
Singletons (QC-failed)0000000
% Singleton1.01.01.01.40000000000000011.40000000000000011.400000000000000111.200000000000001
Diff. Chroms838131013562445263351032765
Diff. Chroms (QC-failed)0000000

Marking duplicates (filtered BAM)

rep1rep2rep3ctl1ctl2ctl3ctl4
Unpaired Reads0000000
Paired Reads950900130505615513011618488190881431347191665993
Unmapped Reads0000000
Unpaired Duplicate Reads0000000
Paired Duplicate Reads5827161711530446667580174165903
Paired Optical Duplicate Reads38854669965850111711570
% Duplicate Reads0.61281.23909999999999990.98650.28830.397099999999999950.55560.3543

Filtered out (samtools view -F 1804):


SAMstat (filtered/deduped BAM)

rep1rep2rep3ctl1ctl2ctl3ctl4
Total Reads1890146257777030719943227644380246862346063320180
Total Reads (QC-failed)0000000
Duplicate Reads0000000
Duplicate Reads (QC-failed)0000000
Mapped Reads1890146257777030719943227644380246862346063320180
Mapped Reads (QC-failed)0000000
% Mapped Reads100.0100.0100.0100.0100.0100.0100.0
Paired Reads1890146257777030719943227644380246862346063320180
Paired Reads (QC-failed)0000000
Read1945073128888515359971613822190123431173031660090
Read1 (QC-failed)0000000
Read2945073128888515359971613822190123431173031660090
Read2 (QC-failed)0000000
Properly Paired Reads1890146257777030719943227644380246862346063320180
Properly Paired Reads (QC-failed)0000000
% Properly Paired Reads100.0100.0100.0100.0100.0100.0100.0
With itself1890146257777030719943227644380246862346063320180
With itself (QC-failed)0000000
Singletons0000000
Singletons (QC-failed)0000000
% Singleton0.00.00.00.00.00.00.0
Diff. Chroms0000000
Diff. Chroms (QC-failed)0000000

Filtered and duplicates removed


Sequence quality metrics (filtered/deduped BAM)

rep1
rep1
rep2
rep2
rep3
rep3

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)

rep1rep2rep3ctl1ctl2ctl3ctl4
Total Fragments948823130119615480181571325185275530445511629062
Distinct Fragments943019128510815328011567386184612030296171623881
Positions with Two Read5720156711485838656528144325101
NRF = Distinct/Total0.9938830.9876360.990170.9974930.9964190.9950950.99682
PBC1 = OneRead/Distinct0.993890.9876450.9901910.9975110.9964360.9951570.996835
PBC2 = OneRead/TwoRead163.85611980.992343102.151366404.523674281.792279208.906943317.337973

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
rep2_vs_rep3
rep2_vs_rep3
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
pooled-pr1_vs_pooled-pr2
pooled-pr1_vs_pooled-pr2

Reproducibility QC and peak detection statistics

overlapidr
Nt6721521
N16045303
N23120613
N37135414
Np7280638
N optimal7280638
N conservative6721521
Optimal Setpooled-pr1_vs_pooled-pr2pooled-pr1_vs_pooled-pr2
Conservative Setrep1_vs_rep3rep2_vs_rep3
Rescue Ratio1.08317214700193421.2245681381957774
Self Consistency Ratio2.28685897435897452.0231023102310233
Reproducibility Testborderlineborderline

Reproducibility QC


Number of raw peaks

rep1rep2rep3
Number of peaks143321137214116

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics


Peak region size

rep1rep2rep3idr_optoverlap_opt
Min size87.091.081.092.092.0
25 percentile304.0364.0324.0204.25370.0
50 percentile (median)304.0364.0324.0370.0370.0
75 percentile304.0364.0324.0370.0370.0
Max size384.0535.0584.0647.0647.0
Mean303.8827100195367361.67384804783677323.6328279965996301.5438871473354363.776510989011

rep1
rep1
rep2
rep2
rep3
rep3
idr_opt
idr_opt
overlap_opt
overlap_opt

Enrichment / Signal-to-noise ratio


Strand cross-correlation measures (trimmed/filtered SE BAM)

rep1rep2rep3
Number of Subsampled Reads134185416576582221696
Estimated Fragment Length105120110
Cross-correlation at Estimated Fragment Length0.8125678545853350.8397010672038460.875005161407206
Phantom Peak505050
Cross-correlation at Phantom Peak0.81222660.83964490.8753476
Argmin of Cross-correlation150015001500
Minimum of Cross-correlation0.80399740.82864850.8667952
NSC (Normalized Strand Cross-correlation coeff.)1.010661.0133381.009472
RSC (Relative Strand Cross-correlation coeff.)1.0414741.0051040.9599613


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

Peak enrichment


Fraction of reads in peaks (FRiP)

FRiP for spp raw peaks

rep1rep2rep3rep1-pr1rep2-pr1rep3-pr1rep1-pr2rep2-pr2rep3-pr2pooledpooled-pr1pooled-pr2
Fraction of Reads in Peaks0.56699323755942670.483439174169922050.54435327673166020.57214990572166840.361426844577410260.5688848553188220.57122314490324540.414259157534735470.56674366339495670.450248212511820460.51344152905682240.5098184273964231

FRiP for overlap peaks

rep1_vs_rep2rep1_vs_rep3rep2_vs_rep3rep1-pr1_vs_rep1-pr2rep2-pr1_vs_rep2-pr2rep3-pr1_vs_rep3-pr2pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks0.26890347497516550.3040568123492190.28039645035550820.282378186658596760.19316579834508120.320957983641895150.32609818950093566

FRiP for IDR peaks

rep1_vs_rep2rep1_vs_rep3rep2_vs_rep3rep1-pr1_vs_rep1-pr2rep2-pr1_vs_rep2-pr2rep3-pr1_vs_rep3-pr2pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks0.047493537721272540.043538052841479540.04889766588725860.032468391330616790.066455890168634120.040566159959947840.056464997592809464

For spp raw peaks:


For overlap/IDR peaks: