Untitled

No description

Report generated at 2020-05-10 05:55:37

Pipeline type: Histone ChIP-Seq

Peak caller: MACS2

Alignment

Flagstat (raw BAM)

	rep1	ctl1
Total	36208586	56322388
Total(QC-failed)	0	0
Dupes	0	0
Dupes(QC-failed)	0	0
Mapped	34819569	54322392
Mapped(QC-failed)	0	0
% Mapped	96.1600	96.4500
Paired	36208586	56322388
Paired(QC-failed)	0	0
Read1	18104293	28161194
Read1(QC-failed)	0	0
Read2	18104293	28161194
Read2(QC-failed)	0	0
Properly Paired	33249033	50952662
Properly Paired(QC-failed)	0	0
% Properly Paired	91.8300	90.4700
With itself	34347534	53611780
With itself(QC-failed)	0	0
Singletons	472035	710612
Singletons(QC-failed)	0	0
% Singleton	1.3000	1.2600
Diff. Chroms	814534	1857685
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	14493366	22368630
Unmapped Reads	0	0
Unpaired Dupes	0	0
Paired Dupes	105442	147561
Paired Opt. Dupes	1275	1794
% Dupes/100	0.0073	0.0066

Library complexity (filtered non-mito BAM)

	rep1	ctl1
Total Read Pairs	14492022	22347851
Distinct Read Pairs	14386587	22200612
One Read Pair	14281804	22054209
Two Read Pairs	104133	145570
NRF = Distinct/Total	0.9927	0.9934
PBC1 = OnePair/Distinct	0.9927	0.9934
PBC2 = OnePair/TwoPair	137.1496	151.5024

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	28775848	44442138
Total(QC-failed)	0	0
Dupes	0	0
Dupes(QC-failed)	0	0
Mapped	28775848	44442138
Mapped(QC-failed)	0	0
% Mapped	100.0000	100.0000
Paired	28775848	44442138
Paired(QC-failed)	0	0
Read1	14387924	22221069
Read1(QC-failed)	0	0
Read2	14387924	22221069
Read2(QC-failed)	0	0
Properly Paired	28775848	44442138
Properly Paired(QC-failed)	0	0
% Properly Paired	100.0000	100.0000
With itself	28775848	44442138
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	22769
Np	0
N optimal	22769
N conservative	22769
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.	270
Corr. Est. Fragment Len.	0.2173
Phantom Peak	50
Corr. Phantom Peak	0.2147
Argmin. Corr.	1500
Min. Corr.	0.1742
NSC	1.2473
RSC	1.0641

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	0.1876

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	0.1846
AUC	0.4923
CHANCE divergence	0.2917
Elbow Point	0.0000
JS Distance	0.6351
Synthetic AUC	0.5134
Synthetic Elbow Point	0.2051
Synthetic JS Distance	0.3691