QC Report


general
Report generated at2019-11-25 17:03:28
TitleBY4741--RIM101
Descriptionchipseq of yeast BY4741 for tf RIM101
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 Reads58372586596118503240077274403821096602212276819606051150
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads50308875432902400302666831543637548576550872979905604692
Mapped Reads (QC-failed)00000000
% Mapped Reads86.282.3999999999999979.586.595.1999999999999995.795.092.60000000000001
Paired Reads58372586596118503240077274403821096602212276819606051150
Paired Reads (QC-failed)00000000
Read129186293298059251620038637201910548301106138409803025575
Read1 (QC-failed)00000000
Read229186293298059251620038637201910548301106138409803025575
Read2 (QC-failed)00000000
Properly Paired Reads43533084459558332458456664463465580459663669404404773966
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads74.667.6000000000000166.1000000000000173.390.776.390.378.9
With itself49871725263362393041466088143614474571564672502145436122
With itself (QC-failed)00000000
Singletons437151695407261274340230744986247776168570
Singletons (QC-failed)00000000
% Singleton0.70000000000000012.61.40000000000000011.00.60.80.62.8000000000000003
Diff. Chroms12345607206412955037203395514281
Diff. Chroms (QC-failed)00000000

Marking duplicates (filtered BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Unpaired Reads00000000
Paired Reads17283381430905110865019388781416051196529128145591975211
Unmapped Reads00000000
Unpaired Duplicate Reads00000000
Paired Duplicate Reads2056727132265087895336766905142296671
Paired Optical Duplicate Reads53639734867061054311671986
% Duplicate Reads1.19000000000000021.89612.3914.07210.25960.35130.50550.3377

Filtered out (samtools view -F 1804):


SAMstat (filtered/deduped BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Total Reads34155422807546216428437198502824750391677256006603937080
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads34155422807546216428437198502824750391677256006603937080
Mapped Reads (QC-failed)00000000
% Mapped Reads100.0100.0100.0100.0100.0100.0100.0100.0
Paired Reads34155422807546216428437198502824750391677256006603937080
Paired Reads (QC-failed)00000000
Read117077711403773108214218599251412375195838628003301968540
Read1 (QC-failed)00000000
Read217077711403773108214218599251412375195838628003301968540
Read2 (QC-failed)00000000
Properly Paired Reads34155422807546216428437198502824750391677256006603937080
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads100.0100.0100.0100.0100.0100.0100.0100.0
With itself34155422807546216428437198502824750391677256006603937080
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 Fragments17266151421172110453319311891405680191966027941721964730
Distinct Fragments17061061394284107814118526671402051191323927801261958152
Positions with Two Read1969125192251127207134986284130666370
NRF = Distinct/Total0.9881220.981080.9761060.959340.9974180.9966550.9949730.996652
PBC1 = OneRead/Distinct0.9882280.9813570.9761290.9594140.9974610.996680.9951390.996695
PBC2 = OneRead/TwoRead85.62399154.31446541.9084524.662819399.797313303.451305211.741237306.386342

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
Nt2736674
N14120760
N24224534
N33704489
N43726476
Np2964516
N optimal2964674
N conservative2736674
Optimal Setpooled-pr1_vs_pooled-pr2rep2_vs_rep4
Conservative Setrep3_vs_rep4rep2_vs_rep4
Rescue Ratio1.08333333333333331.306201550387597
Self Consistency Ratio1.14038876889848821.596638655462185
Reproducibility Testpasspass

Reproducibility QC


Number of raw peaks

rep1rep2rep3rep4
Number of peaks5767711369255585

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics


Peak region size

rep1rep2rep3rep4idr_optoverlap_opt
Min size122.091.081.085.0108.0108.0
25 percentile490.0360.0320.0340.0375.0430.0
50 percentile (median)490.0360.0320.0340.0430.0430.0
75 percentile490.0360.0320.0340.0483.0430.0
Max size1947.0788.0716.0693.01665.01665.0
Mean476.12640887809954359.54168424012374318.5305415162455338.36562220232764431.74035608308606423.3107287449393

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 Reads2064641180229913797102279414
Estimated Fragment Length140160145145
Cross-correlation at Estimated Fragment Length0.8675514305090640.8200431178944560.7928275696504880.854622254372402
Phantom Peak55555555
Cross-correlation at Phantom Peak0.86600720.8023810.78050570.8446642
Argmin of Cross-correlation1500150015001500
Minimum of Cross-correlation0.85216840.75598170.73875170.8177901
NSC (Normalized Strand Cross-correlation coeff.)1.0180521.0847391.0731991.045039
RSC (Relative Strand Cross-correlation coeff.)1.1115841.3806541.2951061.370546


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 Peaks0.293553409678463940.41950799737564410.35740919398748040.30523569498770110.35769997400121330.450694342536619160.41196072234512660.357040011269265540.35157193298863430.452236545535884770.409546066967181770.34902716455080960.24448680300072140.26451983889293240.265725167536451

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 Peaks0.181268089409775430.177510662644163960.173643301493934780.216691326879113970.213640998736126270.213369590480789070.24146562975949350.340809732057818450.262577831744817250.253108861916475140.2264230390753552

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 Peaks0.104448154993771480.094045603524904390.098974645050697830.126564293609219360.137681129494445550.128235692712993950.084194836427132210.204821577277807730.14353291896996880.131466860222858440.13141040942340035

For spp raw peaks:


For overlap/IDR peaks: