QC Report

	general
Report generated at	2019-09-17 09:47:17
Title	ENCSR000DYI (m0, q30)
Description	CEBPB ChIP-seq on human A549 produced by the Snyder lab
Pipeline version	v1.3.0
Pipeline type	tf
Genome	hg38
Paired-end per replicate	[False, False]
Aligner	bowtie2
Peak caller	spp
Control paired-end per replicate	[False, False]

Alignment quality metrics

SAMstat (raw BAM)

	rep1	rep2	ctl1	ctl2
Total Reads	30537463	23711730	24114469	28739630
Total Reads (QC-failed)	0	0	0	0
Duplicate Reads	0	0	0	0
Duplicate Reads (QC-failed)	0	0	0	0
Mapped Reads	30222340	23183896	23853627	27450059
Mapped Reads (QC-failed)	0	0	0	0
% Mapped Reads	99.0	97.8	98.9	95.5
Paired Reads	0	0	0	0
Paired Reads (QC-failed)	0	0	0	0
Read1	0	0	0	0
Read1 (QC-failed)	0	0	0	0
Read2	0	0	0	0
Read2 (QC-failed)	0	0	0	0
Properly Paired Reads	0	0	0	0
Properly Paired Reads (QC-failed)	0	0	0	0
% Properly Paired Reads	0.0	0.0	0.0	0.0
With itself	0	0	0	0
With itself (QC-failed)	0	0	0	0
Singletons	0	0	0	0
Singletons (QC-failed)	0	0	0	0
% Singleton	0.0	0.0	0.0	0.0
Diff. Chroms	0	0	0	0
Diff. Chroms (QC-failed)	0	0	0	0

Marking duplicates (filtered BAMs)

	rep1	rep2	ctl1	ctl2
Unpaired Reads	24833252	18773507	19645147	22206741
Paired Reads	0	0	0	0
Unmapped Reads	0	0	0	0
Unpaired Duplicate Reads	1308437	749134	3258048	1009458
Paired Duplicate Reads	0	0	0	0
Paired Optical Duplicate Reads	0	0	0	0
% Duplicate Reads	5.2689	3.9904	16.5845	4.5457

Filtered out (samtools view -F 1804):

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

SAMstat (filtered/deduped BAM)

	rep1	rep2	ctl1	ctl2
Total Reads	23524815	18024373	16387099	21197283
Total Reads (QC-failed)	0	0	0	0
Duplicate Reads	0	0	0	0
Duplicate Reads (QC-failed)	0	0	0	0
Mapped Reads	23524815	18024373	16387099	21197283
Mapped Reads (QC-failed)	0	0	0	0
% Mapped Reads	100.0	100.0	100.0	100.0
Paired Reads	0	0	0	0
Paired Reads (QC-failed)	0	0	0	0
Read1	0	0	0	0
Read1 (QC-failed)	0	0	0	0
Read2	0	0	0	0
Read2 (QC-failed)	0	0	0	0
Properly Paired Reads	0	0	0	0
Properly Paired Reads (QC-failed)	0	0	0	0
% Properly Paired Reads	0.0	0.0	0.0	0.0
With itself	0	0	0	0
With itself (QC-failed)	0	0	0	0
Singletons	0	0	0	0
Singletons (QC-failed)	0	0	0	0
% Singleton	0.0	0.0	0.0	0.0
Diff. Chroms	0	0	0	0
Diff. Chroms (QC-failed)	0	0	0	0

Filtered and duplicates removed

Sequence quality metrics (GC bias)

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)

	rep1	rep2	ctl1	ctl2
Total Fragments	24725456	18655585	19523187	22037084
Distinct Fragments	23504249	18004007	16366190	21175789
Positions with Two Read	1024395	521014	2407053	784535
NRF = Distinct/Total	0.950609	0.965073	0.838295	0.960916
PBC1 = OneRead/Distinct	0.952894	0.968127	0.831543	0.961533
PBC2 = OneRead/TwoRead	21.863688	33.454324	5.653883	25.953244

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.

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

Replication quality metrics

IDR (Irreproducible Discovery Rate) plots

Reproducibility QC and peak detection statistics

	overlap	idr
Nt	127117	44644
N1	88955	29431
N2	95428	30639
Np	131016	47956
N optimal	131016	47956
N conservative	127117	44644
Optimal Set	pooled-pr1_vs_pooled-pr2	pooled-pr1_vs_pooled-pr2
Conservative Set	rep1_vs_rep2	rep1_vs_rep2
Rescue Ratio	1.0306725300313884	1.074186900815339
Self Consistency Ratio	1.0727671294474734	1.0410451564676702
Reproducibility Test	pass	pass

Reproducibility QC

N1: Replicate 1 self-consistent peaks (comparing two pseudoreplicates generated by subsampling Rep1 reads)
N2: Replicate 2 self-consistent peaks (comparing two pseudoreplicates generated by subsampling Rep2 reads)
Ni: Replicate i self-consistent peaks (comparing two pseudoreplicates generated by subsampling RepX reads)
Nt: True Replicate consistent peaks (comparing true replicates Rep1 vs Rep2)
Np: Pooled-pseudoreplicate consistent 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'

Number of raw peaks

	rep1	rep2
Number of peaks	299681	299539

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics

Peak region size

	rep1	rep2	idr_opt	overlap_opt
Min size	65.0	62.0	64.0	64.0
25 percentile	260.0	250.0	256.0	256.0
50 percentile (median)	260.0	250.0	256.0	256.0
75 percentile	260.0	250.0	256.0	256.0
Max size	555.0	573.0	595.0	595.0
Mean	258.7149302091224	248.6829561426058	241.31618567019768	250.62229803993407

Enrichment / Signal-to-noise ratio

Strand cross-correlation measures

	rep1	rep2
Number of Subsampled Reads	15000000	15000000
Estimated Fragment Length	125	105
Cross-correlation at Estimated Fragment Length	0.213726977759017	0.234591645399676
Phantom Peak	40	40
Cross-correlation at Phantom Peak	0.186234	0.197753
Argmin of Cross-correlation	1500	1500
Minimum of Cross-correlation	0.1595652	0.1552025
NSC (Normalized Strand Cross-correlation coeff.)	1.339433	1.511519
RSC (Relative Strand Cross-correlation coeff.)	2.030905	1.865762

Performed on subsampled reads

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

Jensen-Shannon distance

	rep1	rep2
AUC	0.24612489854486916	0.22358320490160988
Synthetic AUC	0.4879294420448599	0.4862063934024705
X-intercept	0.15542439909949896	0.20150909897913893
Synthetic X-intercept	5.88431318355997e-58	3.5635064352659456e-44
Elbow Point	0.5975576108731901	0.5984453161550365
Synthetic Elbow Point	0.4987736824870932	0.4985654504847585
JS Distance	0.12000147196351121	0.14003085629763146
Synthetic JS Distance	0.29710866074047065	0.31245269780984763
% Genome Enriched	28.976179908270453	27.708800678174846
Diff. Enrichment	21.32409330020564	26.44100212998724
CHANCE Divergence	0.18217510139877083	0.22630146741719895

Peak enrichment

Fraction of reads in peaks (FRiP)

FRiP for spp raw peaks

	rep1	rep2	rep1-pr1	rep2-pr1	rep1-pr2	rep2-pr2	pooled	pooled-pr1	pooled-pr2
Fraction of Reads in Peaks	0.1778639279416225	0.21144502502250703	0.18855297316671893	0.21672164592234938	0.18860816497847763	0.21668882555242425	0.18667452658761946	0.19146722234536942	0.19175042322128766

FRiP for overlap peaks

	rep1_vs_rep2	rep1-pr1_vs_rep1-pr2	rep2-pr1_vs_rep2-pr2	pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks	0.12893763411212752	0.10122829871350741	0.12822343390252744	0.13088585509781803

FRiP for IDR peaks

	rep1_vs_rep2	rep1-pr1_vs_rep1-pr2	rep2-pr1_vs_rep2-pr2	pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks	0.0818760164458569	0.06198556715536339	0.07703918466401023	0.08468305084566273

For spp raw peaks:

repX: Peak from true replicate X
repX-prY: Peak from Yth pseudoreplicates from replicate X
pooled: Peak from pooled true replicates (pool of rep1, rep2, ...)
pooled-pr1: Peak from 1st pooled pseudo replicate (pool of rep1-pr1, rep2-pr1, ...)
pooled-pr2: Peak from 2nd pooled pseudo replicate (pool of rep1-pr2, rep2-pr2, ...)

For overlap/IDR peaks:

repX_vs_repY: Comparing two peaks from true replicates X and Y
repX-pr1_vs_repX-pr2: Comparing two peaks from both pseudoreplicates from replicate X
pooled-pr1_vs_pooled-pr2: Comparing two peaks from 1st and 2nd pooled pseudo replicates