QC Report


general
Report generated at2019-12-03 10:06:30
TitleBY4741--MIG1
Descriptionchipseq of yeast BY4741 for tf MIG1
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 Reads59282846214578548565266702083821096602212276819606051150
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads52946835245605387382955798483637548576550872979905604692
Mapped Reads (QC-failed)00000000
% Mapped Reads89.384.3999999999999970.683.795.1999999999999995.795.092.60000000000001
Paired Reads59282846214578548565266702083821096602212276819606051150
Paired Reads (QC-failed)00000000
Read129641423107289274282633351041910548301106138409803025575
Read1 (QC-failed)00000000
Read229641423107289274282633351041910548301106138409803025575
Read2 (QC-failed)00000000
Properly Paired Reads46991904444858307688645379463465580459663669404404773966
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads79.371.556.1000000000000168.090.776.390.378.9
With itself52573765118318379545655162623614474571564672502145436122
With itself (QC-failed)00000000
Singletons373071272877837363586230744986247776168570
Singletons (QC-failed)00000000
% Singleton0.62.01.40000000000000011.00.60.80.62.8000000000000003
Diff. Chroms1327340614398965037203395514281
Diff. Chroms (QC-failed)00000000

Marking duplicates (filtered BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Unpaired Reads00000000
Paired Reads17144431504182101048315420981416051196529128145591975211
Unmapped Reads00000000
Unpaired Duplicate Reads00000000
Paired Duplicate Reads2351023235103942349836766905142296671
Paired Optical Duplicate Reads56437733649061054311671986
% Duplicate Reads1.37131.54471.02861.52380.25960.35130.50550.3377

Filtered out (samtools view -F 1804):


SAMstat (filtered/deduped BAM)

rep1rep2rep3rep4ctl1ctl2ctl3ctl4
Total Reads33818662961894200017830372002824750391677256006603937080
Total Reads (QC-failed)00000000
Duplicate Reads00000000
Duplicate Reads (QC-failed)00000000
Mapped Reads33818662961894200017830372002824750391677256006603937080
Mapped Reads (QC-failed)00000000
% Mapped Reads100.0100.0100.0100.0100.0100.0100.0100.0
Paired Reads33818662961894200017830372002824750391677256006603937080
Paired Reads (QC-failed)00000000
Read116909331480947100008915186001412375195838628003301968540
Read1 (QC-failed)00000000
Read216909331480947100008915186001412375195838628003301968540
Read2 (QC-failed)00000000
Properly Paired Reads33818662961894200017830372002824750391677256006603937080
Properly Paired Reads (QC-failed)00000000
% Properly Paired Reads100.0100.0100.0100.0100.0100.0100.0100.0
With itself33818662961894200017830372002824750391677256006603937080
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 Fragments17135171499015100526615334461405680191966027941721964730
Distinct Fragments1690065147590099494815101901402051191323927801261958152
Positions with Two Read187302208298832217834986284130666370
NRF = Distinct/Total0.9863140.984580.9897360.9848340.9974180.9966550.9949730.996652
PBC1 = OneRead/Distinct0.9877680.9847070.9898560.984970.9974610.996680.9951390.996695
PBC2 = OneRead/TwoRead89.12931165.81509899.65142267.070611399.797313303.451305211.741237306.386342

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
Nt2138798
N127011104
N22916808
N32459695
N43426769
Np2521587
N optimal2521798
N conservative2138798
Optimal Setpooled-pr1_vs_pooled-pr2rep3_vs_rep4
Conservative Setrep3_vs_rep4rep3_vs_rep4
Rescue Ratio1.17913938260056121.3594548551959114
Self Consistency Ratio1.3932492883285891.5884892086330935
Reproducibility Testpasspass

Reproducibility QC


Number of raw peaks

rep1rep2rep3rep4
Number of peaks4373443956904950

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics


Peak region size

rep1rep2rep3rep4idr_optoverlap_opt
Min size98.090.080.085.0111.0111.0
25 percentile390.0360.0320.0340.0361.0444.0
50 percentile (median)390.0360.0320.0340.0444.0444.0
75 percentile390.0360.0320.0340.0530.5444.0
Max size1860.01309.0669.0965.03832.03832.0
Mean374.2149554081866353.04145077720204315.90210896309316334.6432323232323551.1503759398496462.8155493851646

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 Reads1979056185097314131321946944
Estimated Fragment Length150150135120
Cross-correlation at Estimated Fragment Length0.8607087943936840.8435783879693470.8059416790024080.846819991840746
Phantom Peak55555555
Cross-correlation at Phantom Peak0.84889480.83262210.79975520.8408098
Argmin of Cross-correlation1500150015001500
Minimum of Cross-correlation0.8208020.79585130.74939150.8049635
NSC (Normalized Strand Cross-correlation coeff.)1.0486191.059971.0754611.051998
RSC (Relative Strand Cross-correlation coeff.)1.4205371.2979611.1228371.167665


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 Peaks0.278127814644341330.28875645110864870.32747735451544810.29020841564598970.298691728949799340.33807196471449370.3435030847223750.342898722507572750.30048695039185490.34764468117000890.33084488565006280.338877913868036340.222139121764449220.2415641169288430.24034674230999167

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 Peaks0.16603286947227950.165242702443288180.163689079246732620.188228628806715120.185943180725864130.18827704224305160.221965624894658740.24041576099617340.222040238418780730.242368958251020670.20976645744915842

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 Peaks0.098364504498583530.08726517506421590.093407530951650.12827117991188580.131315339467810680.129842288178914970.141622997481272160.151965938011286020.145582043198155380.138021862241538260.12056817165383638

For spp raw peaks:


For overlap/IDR peaks: