Open chromatin assays show distinct fragment length enrichments, as the cut
sites are only in open chromatin and not in nucleosomes. As such, peaks
representing different n-nucleosomal (ex mono-nucleosomal, di-nucleosomal)
fragment lengths will arise. Good libraries will show these peaks in a
fragment length distribution and will show specific peak ratios.
NFR: Nucleosome free region
Sequence quality metrics (filtered/deduped BAM)
rep1
Open chromatin assays are known to have significant GC bias. Please take this
into consideration as necessary.
Annotated genomic region enrichment
rep1
Fraction of Reads in universal DHS regions
0.3821373995309764
Fraction of Reads in blacklist regions
0.005260843105728102
Fraction of Reads in promoter regions
0.1788865843706104
Fraction of Reads in enhancer regions
0.2949404880502577
Signal to noise can be assessed by considering whether reads are falling into
known open regions (such as DHS regions) or not. A high fraction of reads
should fall into the universal (across cell type) DHS set. A small fraction
should fall into the blacklist regions. A high set (though not all) should
fall into the promoter regions. A high set (though not all) should fall into
the enhancer regions. The promoter regions should not take up all reads, as
it is known that there is a bias for promoters in open chromatin assays.
Replication quality metrics
Number of raw peaks
rep1
Number of peaks
229487
Top 300000 raw peaks from macs2 with p-val threshold 0.01
Peak calling statistics
Peak region size
rep1
Min size
150.0
25 percentile
228.0
50 percentile (median)
427.0
75 percentile
868.0
Max size
3103.0
Mean
594.4884851865247
rep1
Enrichment / Signal-to-noise ratio
Jensen-Shannon distance (filtered/deduped BAM)
rep1
AUC
0.20158605177747244
Synthetic AUC
0.49646796060155624
X-intercept
0.10047843063555502
Synthetic X-intercept
0.0
Elbow Point
0.8032176609480244
Synthetic Elbow Point
0.4985939873150003
Synthetic JS Distance
0.448852176653145
Peak enrichment
Fraction of reads in peaks (FRiP)
FRiP for macs2 raw peaks
rep1
Fraction of Reads in Peaks
0.31760245401056747
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
