QC Report

	general
Report generated at	2019-11-27 12:09:46
Title	BY4742--PDR1
Description	chipseq of yeast BY4742 for tf PDR1
Pipeline version	v1.3.3
Pipeline type	tf
Genome	BY4742
Paired-end per replicate	[True, True, True]
Aligner	bowtie2
Peak caller	spp
Control paired-end per replicate	[True, True, True, True]

Alignment quality metrics

SAMstat (raw unfiltered BAM)

	rep1	rep2	rep3	ctl1	ctl2	ctl3	ctl4
Total Reads	875208	2705094	4144558	4555882	6930446	9302162	7321170
Total Reads (QC-failed)	0	0	0	0	0	0	0
Duplicate Reads	0	0	0	0	0	0	0
Duplicate Reads (QC-failed)	0	0	0	0	0	0	0
Mapped Reads	760559	2476583	3747881	4209856	6142696	8516629	6004918
Mapped Reads (QC-failed)	0	0	0	0	0	0	0
% Mapped Reads	86.9	91.60000000000001	90.4	92.4	88.6	91.60000000000001	82.0
Paired Reads	875208	2705094	4144558	4555882	6930446	9302162	7321170
Paired Reads (QC-failed)	0	0	0	0	0	0	0
Read1	437604	1352547	2072279	2277941	3465223	4651081	3660585
Read1 (QC-failed)	0	0	0	0	0	0	0
Read2	437604	1352547	2072279	2277941	3465223	4651081	3660585
Read2 (QC-failed)	0	0	0	0	0	0	0
Properly Paired Reads	503496	2046668	3108336	3408530	4817860	6865532	4002636
Properly Paired Reads (QC-failed)	0	0	0	0	0	0	0
% Properly Paired Reads	57.49999999999999	75.7	75.0	74.8	69.5	73.8	54.7
With itself	743604	2425616	3684244	4169336	6059104	8426516	5323690
With itself (QC-failed)	0	0	0	0	0	0	0
Singletons	16955	50967	63637	40520	83592	90113	681228
Singletons (QC-failed)	0	0	0	0	0	0	0
% Singleton	1.9	1.9	1.5	0.8999999999999999	1.2	1.0	9.3
Diff. Chroms	230	1478	1959	1815	2127	4171	2235
Diff. Chroms (QC-failed)	0	0	0	0	0	0	0

Marking duplicates (filtered BAM)

	rep1	rep2	rep3	ctl1	ctl2	ctl3	ctl4
Unpaired Reads	0	0	0	0	0	0	0
Paired Reads	162790	616970	981802	1476158	2070343	2961014	1730516
Unmapped Reads	0	0	0	0	0	0	0
Unpaired Duplicate Reads	0	0	0	0	0	0	0
Paired Duplicate Reads	774	10643	15416	3321	7880	13554	5282
Paired Optical Duplicate Reads	25	155	282	552	549	1092	1711
% Duplicate Reads	0.4755	1.725	1.5702	0.22499999999999998	0.3806	0.45770000000000005	0.3052

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	rep3	ctl1	ctl2	ctl3	ctl4
Total Reads	324032	1212654	1932772	2945674	4124926	5894920	3450468
Total Reads (QC-failed)	0	0	0	0	0	0	0
Duplicate Reads	0	0	0	0	0	0	0
Duplicate Reads (QC-failed)	0	0	0	0	0	0	0
Mapped Reads	324032	1212654	1932772	2945674	4124926	5894920	3450468
Mapped Reads (QC-failed)	0	0	0	0	0	0	0
% Mapped Reads	100.0	100.0	100.0	100.0	100.0	100.0	100.0
Paired Reads	324032	1212654	1932772	2945674	4124926	5894920	3450468
Paired Reads (QC-failed)	0	0	0	0	0	0	0
Read1	162016	606327	966386	1472837	2062463	2947460	1725234
Read1 (QC-failed)	0	0	0	0	0	0	0
Read2	162016	606327	966386	1472837	2062463	2947460	1725234
Read2 (QC-failed)	0	0	0	0	0	0	0
Properly Paired Reads	324032	1212654	1932772	2945674	4124926	5894920	3450468
Properly Paired Reads (QC-failed)	0	0	0	0	0	0	0
% Properly Paired Reads	100.0	100.0	100.0	100.0	100.0	100.0	100.0
With itself	324032	1212654	1932772	2945674	4124926	5894920	3450468
With itself (QC-failed)	0	0	0	0	0	0	0
Singletons	0	0	0	0	0	0	0
Singletons (QC-failed)	0	0	0	0	0	0	0
% Singleton	0.0	0.0	0.0	0.0	0.0	0.0	0.0
Diff. Chroms	0	0	0	0	0	0	0
Diff. Chroms (QC-failed)	0	0	0	0	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	rep3	ctl1	ctl2	ctl3	ctl4
Total Fragments	161372	612648	976198	1449951	2021943	2908895	1705713
Distinct Fragments	160613	602107	960925	1446811	2014504	2895991	1700692
Positions with Two Read	747	9950	14401	3114	7276	12643	4962
NRF = Distinct/Total	0.995297	0.982794	0.984355	0.997834	0.996321	0.995564	0.997056
PBC1 = OneRead/Distinct	0.995312	0.982996	0.984579	0.997839	0.996349	0.99559	0.997065
PBC2 = OneRead/TwoRead	214.002677	59.484322	65.697313	463.61079	275.858988	228.048723	341.737404

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	2355	878
N1	1630	587
N2	2669	701
N3	1726	555
Np	2569	605
N optimal	2569	878
N conservative	2355	878
Optimal Set	pooled-pr1_vs_pooled-pr2	rep2_vs_rep3
Conservative Set	rep1_vs_rep2	rep2_vs_rep3
Rescue Ratio	1.0908704883227176	1.4512396694214875
Self Consistency Ratio	1.6374233128834357	1.263063063063063
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	rep3
Number of peaks	7072	6190	4256

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics

Peak region size

	rep1	rep2	rep3	idr_opt	overlap_opt
Min size	71.0	90.0	88.0	102.0	102.0
25 percentile	284.0	360.0	350.0	377.0	410.0
50 percentile (median)	284.0	360.0	350.0	410.0	410.0
75 percentile	284.0	360.0	350.0	442.0	410.0
Max size	337.0	736.0	753.0	1286.0	1286.0
Mean	278.1339083710407	359.1681744749596	346.35737781954884	400.4498861047836	403.8536395484624

Enrichment / Signal-to-noise ratio

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

	rep1	rep2	rep3
Number of Subsampled Reads	230855	705224	1173233
Estimated Fragment Length	115	175	150
Cross-correlation at Estimated Fragment Length	0.48406889160942	0.659872106243776	0.758755594829801
Phantom Peak	55	55	55
Cross-correlation at Phantom Peak	0.4453369	0.6085356	0.7349618
Argmin of Cross-correlation	1500	1500	1500
Minimum of Cross-correlation	0.3353265	0.5102359	0.6676775
NSC (Normalized Strand Cross-correlation coeff.)	1.443575	1.293269	1.13641
RSC (Relative Strand Cross-correlation coeff.)	1.352076	1.522244	1.353631

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

Peak enrichment

Fraction of reads in peaks (FRiP)

FRiP for spp raw peaks

	rep1	rep2	rep3	rep1-pr1	rep2-pr1	rep3-pr1	rep1-pr2	rep2-pr2	rep3-pr2	pooled	pooled-pr1	pooled-pr2
Fraction of Reads in Peaks	0.5125913490025676	0.523047794341997	0.39749644551969915	0.5053204621765751	0.5444643823145229	0.4112632012467068	0.49519800513529527	0.5405870769190172	0.4023475091733531	0.47111796712915965	0.4539040657623953	0.44247340217025377

FRiP for overlap peaks

	rep1_vs_rep2	rep1_vs_rep3	rep2_vs_rep3	rep1-pr1_vs_rep1-pr2	rep2-pr1_vs_rep2-pr2	rep3-pr1_vs_rep3-pr2	pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks	0.34480198347984037	0.3333422684465412	0.3413100835923075	0.277565178747778	0.40248001490944657	0.3009097813917006	0.3595766255132646

FRiP for IDR peaks

	rep1_vs_rep2	rep1_vs_rep3	rep2_vs_rep3	rep1-pr1_vs_rep1-pr2	rep2-pr1_vs_rep2-pr2	rep3-pr1_vs_rep3-pr2	pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks	0.26570980251093973	0.2691653854867244	0.2812459467732424	0.21027861445783133	0.3091632073122259	0.22934831423468469	0.26110620160267106

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