Untitled

No description

Report generated at 2020-11-26 10:18:16

Pipeline type: Histone ChIP-Seq

Peak caller: MACS2

Alignment

Flagstat (raw BAM)

	rep1	ctl1
Total	95970750	193594802
Total(QC-failed)	0	0
Dupes	0	0
Dupes(QC-failed)	0	0
Mapped	93174038	187969057
Mapped(QC-failed)	0	0
% Mapped	97.0900	97.0900
Paired	95970750	193594802
Paired(QC-failed)	0	0
Read1	47985375	96797401
Read1(QC-failed)	0	0
Read2	47985375	96797401
Read2(QC-failed)	0	0
Properly Paired	92006414	184287983
Properly Paired(QC-failed)	0	0
% Properly Paired	95.8700	95.1900
With itself	92467463	185784698
With itself(QC-failed)	0	0
Singletons	706575	2184359
Singletons(QC-failed)	0	0
% Singleton	0.7400	1.1300
Diff. Chroms	253869	610670
Diff. Chroms (QC-failed)	0	0

Marking duplicates (filtered BAM)

Filtered out (samtools view -F 1804):

read unmapped (0x4)
mate unmapped (0x8)
not primary alignment (0x100)
read fails platform/vendor quality checks (0x200)
read is PCR or optical duplicate (0x400)

	rep1	ctl1
Unpaired Reads	0	0
Paired Reads	41974317	78211821
Unmapped Reads	0	0
Unpaired Dupes	0	0
Paired Dupes	525334	539110
Paired Opt. Dupes	13937	19807
% Dupes/100	0.0125	0.0069

Library complexity (filtered non-mito BAM)

	rep1	ctl1
Total Read Pairs	41969428	77646644
Distinct Read Pairs	41444183	77172156
One Read Pair	40925168	76701136
Two Read Pairs	512986	467668
NRF = Distinct/Total	0.9875	0.9939
PBC1 = OnePair/Distinct	0.9875	0.9939
PBC2 = OnePair/TwoPair	79.7783	164.0077

Mitochondrial reads are filtered out.

NRF (non redundant fraction)
PBC1 (PCR Bottleneck coefficient 1)
PBC2 (PCR Bottleneck coefficient 2)
PBC1 is the primary measure. Provisionally

0-0.5 is severe bottlenecking
0.5-0.8 is moderate bottlenecking
0.8-0.9 is mild bottlenecking
0.9-1.0 is no bottlenecking

Flagstat (filtered/deduped BAM)

Filtered and duplicates removed

	rep1	ctl1
Total	82897966	155345422
Total(QC-failed)	0	0
Dupes	0	0
Dupes(QC-failed)	0	0
Mapped	82897966	155345422
Mapped(QC-failed)	0	0
% Mapped	100.0000	100.0000
Paired	82897966	155345422
Paired(QC-failed)	0	0
Read1	41448983	77672711
Read1(QC-failed)	0	0
Read2	41448983	77672711
Read2(QC-failed)	0	0
Properly Paired	82897966	155345422
Properly Paired(QC-failed)	0	0
% Properly Paired	100.0000	100.0000
With itself	82897966	155345422
With itself(QC-failed)	0	0
Singletons	0	0
Singletons(QC-failed)	0	0
% Singleton	0.0000	0.0000
Diff. Chroms	0	0
Diff. Chroms (QC-failed)	0	0

Peak calling

Reproducibility QC and peak detection statistics

The number of peaks is capped at 300K for peak-caller MACS2

	overlap
Nt	0
N1	160638
Np	0
N optimal	160638
N conservative	160638
Optimal Set	rep1-pr
Conservative Set	rep1-pr
Rescue Ratio	0.0000
Self Consistency Ratio	1.0000
Reproducibility	pass

Overlapping peaks

N1: Replicate 1 self-consistent overlapping peaks (comparing two pseudoreplicates generated by subsampling Rep1 reads)
N2: Replicate 2 self-consistent overlapping peaks (comparing two pseudoreplicates generated by subsampling Rep2 reads)
Nt: True Replicate consisten overlapping peaks (comparing true replicates Rep1 vs Rep2 )
Np: Pooled-pseudoreplicate consistent overlapping peaks (comparing two pseudoreplicates generated by subsampling pooled reads from Rep1 and Rep2 )
Self-consistency Ratio: max(N1,N2) / min (N1,N2)
Rescue Ratio: max(Np,Nt) / min (Np,Nt)
Reproducibility Test: If Self-consistency Ratio >2 AND Rescue Ratio > 2, then 'Fail' else 'Pass'

Enrichment

Strand cross-correlation measures

Performed on subsampled reads (15M)

	rep1
Reads	15000000
Est. Fragment Len.	155
Corr. Est. Fragment Len.	0.2088
Phantom Peak	50
Corr. Phantom Peak	0.2054
Argmin. Corr.	1500
Min. Corr.	0.1845
NSC	1.1320
RSC	1.1626

NOTE1: For SE datasets, reads from replicates are randomly subsampled.
NOTE2: For PE datasets, the first end of each read-pair is selected and the reads are then randomly subsampled.

Normalized strand cross-correlation coefficient (NSC) = col9 in outFile
Relative strand cross-correlation coefficient (RSC) = col10 in outFile
Estimated fragment length = col3 in outFile, take the top value

Fraction of reads in overlapping peaks

	rep1-pr
Fraction of Reads in Peak	0.4088

ppr: Overlapping peaks comparing pooled pseudo replicates
rep1-pr: Overlapping peaks comparing pseudoreplicates from replicate 1
rep2-pr: Overlapping peaks comparing pseudoreplicates from replicate 2
repi-repj: Overlapping peaks comparing true replicates (rep i vs. rep j)

Other quality metrics

Fingerprint and Jensen-Shannon distance

	rep1
% genome enriched	0.1835
AUC	0.4955
CHANCE divergence	0.1303
Elbow Point	0.0000
JS Distance	0.7536
Synthetic AUC	0.5028
Synthetic Elbow Point	0.3440
Synthetic JS Distance	0.4445