QC Report

	general
Report generated at	2021-03-26 23:43:21
Title	ets1_mhepg2
Description	chipseq of ets1_mhepg2
Pipeline version	v1.3.6
Pipeline type	tf
Genome	hg38
Aligner	bowtie2
Sequencing endedness	{'rep1': {'paired_end': False}, 'rep2': {'paired_end': False}, 'ctl1': {'paired_end': False}}
Peak caller	macs2

Alignment quality metrics

SAMstat (raw unfiltered BAM)

	rep1	rep2	ctl1
Total Reads	36883890	37142281	56538503
Total Reads (QC-failed)	0	0	0
Duplicate Reads	0	0	0
Duplicate Reads (QC-failed)	0	0	0
Mapped Reads	31943349	30737606	45737415
Mapped Reads (QC-failed)	0	0	0
% Mapped Reads	86.6	82.8	80.9
Paired Reads	0	0	0
Paired Reads (QC-failed)	0	0	0
Read1	0	0	0
Read1 (QC-failed)	0	0	0
Read2	0	0	0
Read2 (QC-failed)	0	0	0
Properly Paired Reads	0	0	0
Properly Paired Reads (QC-failed)	0	0	0
% Properly Paired Reads	0.0	0.0	0.0
With itself	0	0	0
With itself (QC-failed)	0	0	0
Singletons	0	0	0
Singletons (QC-failed)	0	0	0
% Singleton	0.0	0.0	0.0
Diff. Chroms	0	0	0
Diff. Chroms (QC-failed)	0	0	0

Marking duplicates (filtered BAM)

	rep1	rep2	ctl1
Unpaired Reads	23984870	22920208	31092748
Paired Reads	0	0	0
Unmapped Reads	0	0	0
Unpaired Duplicate Reads	693035	639370	946047
Paired Duplicate Reads	0	0	0
Paired Optical Duplicate Reads	0	0	0
% Duplicate Reads	2.8895	2.7895	3.0427

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
Total Reads	23984870	22920208	31092748
Total Reads (QC-failed)	0	0	0
Duplicate Reads	0	0	0
Duplicate Reads (QC-failed)	0	0	0
Mapped Reads	23984870	22920208	31092748
Mapped Reads (QC-failed)	0	0	0
% Mapped Reads	100.0	100.0	100.0
Paired Reads	0	0	0
Paired Reads (QC-failed)	0	0	0
Read1	0	0	0
Read1 (QC-failed)	0	0	0
Read2	0	0	0
Read2 (QC-failed)	0	0	0
Properly Paired Reads	0	0	0
Properly Paired Reads (QC-failed)	0	0	0
% Properly Paired Reads	0.0	0.0	0.0
With itself	0	0	0
With itself (QC-failed)	0	0	0
Singletons	0	0	0
Singletons (QC-failed)	0	0	0
% Singleton	0.0	0.0	0.0
Diff. Chroms	0	0	0
Diff. Chroms (QC-failed)	0	0	0

Filtered and duplicates removed

Sequence quality metrics (filtered/deduped BAM)

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
Total Fragments	23919684	22871383	30870419
Distinct Fragments	23271412	22262483	30125682
Positions with Two Read	603837	569937	676143
NRF = Distinct/Total	0.972898	0.973377	0.975875
PBC1 = OneRead/Distinct	0.973251	0.973638	0.976874
PBC2 = OneRead/TwoRead	37.508352	38.031588	43.524812

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

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	9474	1218
N1	6147	726
N2	6814	695
Np	9654	1565
N optimal	9654	1565
N conservative	9474	1218
Optimal Set	pooled-pr1_vs_pooled-pr2	pooled-pr1_vs_pooled-pr2
Conservative Set	rep1_vs_rep2	rep1_vs_rep2
Rescue Ratio	1.018999366687777	1.2848932676518883
Self Consistency Ratio	1.1085082153896209	1.0446043165467627
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	37715	26774

Top 500000 raw peaks from macs2 with p-val threshold 0.01

Peak calling statistics

Peak region size

	rep1	rep2	idr_opt	overlap_opt
Min size	165.0	260.0	212.0	212.0
25 percentile	165.0	277.0	398.0	322.25
50 percentile (median)	198.0	352.0	555.0	425.0
75 percentile	263.0	512.0	764.0	599.0
Max size	2592.0	6336.0	4723.0	4723.0
Mean	239.67705157099297	443.2890864271308	620.8766773162939	491.14408535322144

Enrichment / Signal-to-noise ratio

Strand cross-correlation measures (trimmed/filtered SE BAM)

	rep1	rep2
Number of Subsampled Reads	15000000	15000000
Estimated Fragment Length	165	260
Cross-correlation at Estimated Fragment Length	0.176883186264239	0.176903092071126
Phantom Peak	50	50
Cross-correlation at Phantom Peak	0.1799758	0.1813599
Argmin of Cross-correlation	1500	1500
Minimum of Cross-correlation	0.1736045	0.1740117
NSC (Normalized Strand Cross-correlation coeff.)	1.018886	1.016616
RSC (Relative Strand Cross-correlation coeff.)	0.5146045	0.3934841

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.

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 (filtered/deduped BAM)

	rep1	rep2
AUC	0.27172978482143473	0.264105685451343
Synthetic AUC	0.4917640434898217	0.4915666868479884
X-intercept	0.12634005510170623	0.13368961504780413
Synthetic X-intercept	9.676046140992593e-126	7.340395938767226e-120
Elbow Point	0.5727958317838477	0.5896102493972001
Synthetic Elbow Point	0.5029163828629313	0.4931250416721893
JS Distance	0.041626918660632346	0.05362350758002323
Synthetic JS Distance	0.27162888942193586	0.2808304219595597
% Genome Enriched	41.821515256934696	40.66489925344786
Diff. Enrichment	13.01645355945883	14.209195265390118
CHANCE Divergence	0.1183727478561646	0.1286195814332226

Peak enrichment

Fraction of reads in peaks (FRiP)

FRiP for macs2 raw peaks

	rep1	rep2	rep1-pr1	rep2-pr1	rep1-pr2	rep2-pr2	pooled	pooled-pr1	pooled-pr2
Fraction of Reads in Peaks	0.02565092076796747	0.03323748196351447	0.0348158651683332	0.028567541795432222	0.03461799042479696	0.02871483539765433	0.020854970116455193	0.025469736986686174	0.025499072829598537

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	0.01604992534070618	0.008931130333414356	0.016880955007040076	0.01636471002137551

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	0.0036905599005719594	0.0020249849175751214	0.002918996197591226	0.004473822642401319

For macs2 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