QC Report


general
Report generated at2022-12-27 14:30:34
Titledpl-1_YL507_youngadult_1_1
DescriptionENCSR768FFN
Pipeline versionv1.3.6
Pipeline typetf
GenomeWS245chr
Alignerbwa
Sequencing endedness{'rep1': {'paired_end': False}, 'rep2': {'paired_end': False}, 'rep3': {'paired_end': False}, 'ctl1': {'paired_end': False}}
Peak callerspp

Alignment quality metrics


Marking duplicates (filtered BAM)

rep1rep2rep3ctl1
Unpaired Reads17408393298544229855413710944
Paired Reads0000
Unmapped Reads0000
Unpaired Duplicate Reads82020311875574840381428400
Paired Duplicate Reads0000
Paired Optical Duplicate Reads0000
% Duplicate Reads47.115436.002521.058410.418

Filtered out (samtools view -F 1804):


SAMstat (filtered/deduped BAM)

rep1rep2rep3ctl1
Total Reads9206362110987181451612282544
Total Reads (QC-failed)0000
Duplicate Reads0000
Duplicate Reads (QC-failed)0000
Mapped Reads9206362110987181451612282544
Mapped Reads (QC-failed)0000
% Mapped Reads100.0100.0100.0100.0
Paired Reads0000
Paired Reads (QC-failed)0000
Read10000
Read1 (QC-failed)0000
Read20000
Read2 (QC-failed)0000
Properly Paired Reads0000
Properly Paired Reads (QC-failed)0000
% Properly Paired Reads0.00.00.00.0
With itself0000
With itself (QC-failed)0000
Singletons0000
Singletons (QC-failed)0000
% Singleton0.00.00.00.0
Diff. Chroms0000
Diff. Chroms (QC-failed)0000

Filtered and duplicates removed


Sequence quality metrics (filtered/deduped BAM)

rep1
rep1
rep2
rep2
rep3
rep3

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)

rep1rep2rep3ctl1
Total Fragments16307383184670224427413467896
Distinct Fragments9009002090629179857912259949
Positions with Two Read264684533636294288910990
NRF = Distinct/Total0.5524490.6564660.8014080.910309
PBC1 = OneRead/Distinct0.5034510.6348540.8023240.917179
PBC2 = OneRead/TwoRead1.7135872.4871734.90350612.34324

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


Replication quality metrics


IDR (Irreproducible Discovery Rate) plots

rep1_vs_rep2
rep1_vs_rep2
rep1_vs_rep3
rep1_vs_rep3
rep2_vs_rep3
rep2_vs_rep3
rep1-pr1_vs_rep1-pr2
rep1-pr1_vs_rep1-pr2
rep2-pr1_vs_rep2-pr2
rep2-pr1_vs_rep2-pr2
rep3-pr1_vs_rep3-pr2
rep3-pr1_vs_rep3-pr2
pooled-pr1_vs_pooled-pr2
pooled-pr1_vs_pooled-pr2

Reproducibility QC and peak detection statistics

overlapidr
Nt126032563
N14043654
N2100072784
N368911051
Np162433552
N optimal162433552
N conservative126032563
Optimal Setpooled-pr1_vs_pooled-pr2pooled-pr1_vs_pooled-pr2
Conservative Setrep2_vs_rep3rep2_vs_rep3
Rescue Ratio1.28882012219312861.3858759266484588
Self Consistency Ratio2.47514222112292844.256880733944954
Reproducibility Testborderlineborderline

Reproducibility QC


Number of raw peaks

rep1rep2rep3
Number of peaks301714109535146

Top 300000 raw peaks from spp with FDR 0.01

Peak calling statistics


Peak region size

rep1rep2rep3idr_optoverlap_opt
Min size89.082.090.082.082.0
25 percentile356.0330.0360.0251.75330.0
50 percentile (median)356.0330.0360.0330.0330.0
75 percentile356.0330.0360.0330.0330.0
Max size13368.03824.02787.010688.010688.0
Mean367.3282622385735329.0513687796569359.6791953565128347.23198198198196333.7017176629933

rep1
rep1
rep2
rep2
rep3
rep3
idr_opt
idr_opt
overlap_opt
overlap_opt

Enrichment / Signal-to-noise ratio


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

rep1rep2rep3
Number of Subsampled Reads163073831846702244274
Estimated Fragment Length170155140
Cross-correlation at Estimated Fragment Length0.2512664328688210.4382056165211460.396866664345704
Phantom Peak404035
Cross-correlation at Phantom Peak0.23197880.40549390.3842881
Argmin of Cross-correlation150015001500
Minimum of Cross-correlation0.2159740.38044480.3752989
NSC (Normalized Strand Cross-correlation coeff.)1.163411.1518241.057468
RSC (Relative Strand Cross-correlation coeff.)2.2051142.3059022.399287


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.


rep1
rep1
rep2
rep2
rep3
rep3

Jensen-Shannon distance (filtered/deduped BAM)

rep1rep2rep3
AUC0.27146071974153340.284528114911336840.3190977254867476
Synthetic AUC0.488301367069697570.4922888391422580.4916808319195984
X-intercept0.091871931015210180.048455028144836120.04818755239730129
Synthetic X-intercept9.271886744181683e-621.2885554757069688e-1433.324928087799796e-123
Elbow Point0.61465926783504330.66230588047427040.5776298455028145
Synthetic Elbow Point0.50483988983723080.496379576594676350.4996446031480059
JS Distance0.19416055894290080.19879168875309470.13044598873503713
Synthetic JS Distance0.28809448113283240.29902381326429670.24012027210098114
% Genome Enriched29.9852289512555426.43698351231586230.46768334065232
Diff. Enrichment25.9878624831657223.75223837762314717.41484661026324
CHANCE Divergence0.222150933241799460.204394205785212860.14885409738712127

Peak enrichment


Fraction of reads in peaks (FRiP)

FRiP for spp raw peaks

rep1rep2rep3rep1-pr1rep2-pr1rep3-pr1rep1-pr2rep2-pr2rep3-pr2pooledpooled-pr1pooled-pr2
Fraction of Reads in Peaks0.331781507566508370.356485852352477760.27623454408778980.24852167414700270.3122727367469640.239603288149567160.246746814158907530.311572885845761150.245988461936957280.34096174294629190.325404136075309440.3206805088918227

FRiP for overlap peaks

rep1_vs_rep2rep1_vs_rep3rep2_vs_rep3rep1-pr1_vs_rep1-pr2rep2-pr1_vs_rep2-pr2rep3-pr1_vs_rep3-pr2pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks0.146466289968158160.129957683838618750.157515911120172160.111455558983137750.178863725830618580.101393429432421650.1825461465302584

FRiP for IDR peaks

rep1_vs_rep2rep1_vs_rep3rep2_vs_rep3rep1-pr1_vs_rep1-pr2rep2-pr1_vs_rep2-pr2rep3-pr1_vs_rep3-pr2pooled-pr1_vs_pooled-pr2
Fraction of Reads in Peaks0.069776372489522060.0592368481382808050.076069217164427190.051998835587572070.096831955857615420.037121744861990750.09114431096590503

For spp raw peaks:


For overlap/IDR peaks: