Untitled

No description

Report generated at 2022-01-06 13:16:54

Pipeline type: Histone ChIP-Seq

Peak caller: MACS2

Alignment

Flagstat (raw BAM)

	rep1	ctl1
Total	168922922	96892848
Total(QC-failed)	0	0
Dupes	0	0
Dupes(QC-failed)	0	0
Mapped	166141258	95177952
Mapped(QC-failed)	0	0
% Mapped	98.3500	98.2300
Paired	168922922	96892848
Paired(QC-failed)	0	0
Read1	84461461	48446424
Read1(QC-failed)	0	0
Read2	84461461	48446424
Read2(QC-failed)	0	0
Properly Paired	164190120	93194189
Properly Paired(QC-failed)	0	0
% Properly Paired	97.2000	96.1800
With itself	165013129	94492207
With itself(QC-failed)	0	0
Singletons	1128129	685745
Singletons(QC-failed)	0	0
% Singleton	0.6700	0.7100
Diff. Chroms	180386	167050
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	69977601	40925417
Unmapped Reads	0	0
Unpaired Dupes	0	0
Paired Dupes	3269241	246447
Paired Opt. Dupes	8711	1202
% Dupes/100	0.0467	0.0060

Library complexity (filtered non-mito BAM)

	rep1	ctl1
Total Read Pairs	69957687	40843756
Distinct Read Pairs	66690533	40626572
One Read Pair	63495566	40418029
Two Read Pairs	3127431	204865
NRF = Distinct/Total	0.9533	0.9947
PBC1 = OnePair/Distinct	0.9521	0.9949
PBC2 = OnePair/TwoPair	20.3028	197.2910

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	133416720	81357940
Total(QC-failed)	0	0
Dupes	0	0
Dupes(QC-failed)	0	0
Mapped	133416720	81357940
Mapped(QC-failed)	0	0
% Mapped	100.0000	100.0000
Paired	133416720	81357940
Paired(QC-failed)	0	0
Read1	66708360	40678970
Read1(QC-failed)	0	0
Read2	66708360	40678970
Read2(QC-failed)	0	0
Properly Paired	133416720	81357940
Properly Paired(QC-failed)	0	0
% Properly Paired	100.0000	100.0000
With itself	133416720	81357940
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	102612
Np	0
N optimal	102612
N conservative	102612
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.	-10
Corr. Est. Fragment Len.	0.1776
Phantom Peak	50
Corr. Phantom Peak	0.1879
Argmin. Corr.	1500
Min. Corr.	0.1719
NSC	1.0327
RSC	0.3533

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	0.0746

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	0.3145
AUC	0.4965
CHANCE divergence	0.0916
Elbow Point	0.0000
JS Distance	0.5583
Synthetic AUC	0.5014
Synthetic Elbow Point	0.0492
Synthetic JS Distance	0.2294