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. Author manuscript; available in PMC: 2024 Apr 29.
Published in final edited form as: Nat Protoc. 2021 Oct 18;16(12):5377–5397. doi: 10.1038/s41596-021-00608-z

Table 3.

Mapping and Peak Processing Statistics.

Example 1 Low complexity/Sparse read coverage Example 2 Intermediate complexity/Low background Example 3 High complexity/High background Merged Replicates**
Final library concentration (μM) 1.3 6.6 33.9 N/A
Total reads 59,241,310 87,868,338 81,734,480
% Uniquely mapped 62.8716 69.0193 64.6791
non duplicate fraction 0.0757579 0.133552 0.463592
CpGs (coverage ≥ 5) 270,381 1,302,954 2,089,067 3,379,747
Genrich p-value (< 0.05) q-value (< 0.05)
Peaks called 456,542 169,122 80,894 69,886
FRiP* 0.476 0.428 0.205 0.217
p-value (<0.01) q-value (< 0.01)
Peaks called 34,718 60,870 29,990 50,199
FRiP* 0.201 0.346 0.137 0.185
p-value (<0.005) q-value (< 0.005)
Peaks called 57,944 73,068 31,091 43,792
FRiP* 0.174 0.315 0.119 0.173
MACS2 *** q-value (<0.05) narrowPeak N/A
Peaks called 15,322 64,127 76,310
FRiP* 0.08 0.277 0.131
q-value (<0.05) broadPeak
Peaks called 15,294 58,423 64,903
FRiP* 0.085 0.232 0.138
q-value (<0.005) narrowPeak
Peaks called 9,780 63,903 57,829
FRiP* 0.063 0.243 0.115
q-value (<0.05) broadPeak
Peaks called 9,615 55,782 48,217
FRiP* 0.066 0.267 0.12
*

Fraction of reads in called peak regions. All reads mapping to non-mitochondrial chromosomes (non-chrM) in peak regions are divided by the total number of total non-chrM reads to evaluate the signal to noise ratio in ATAC-seq data. Background descriptions are based on this ratio. Generally, FRiP scores correlate with the number of regions called, and scores ≥ 0.2 are considered acceptable for standard ATAC-seq52, although ATAC-Me FRiP scores may differ. We have filtered out mitochondrial reads for this calculation as we do not call peaks on mitochondrial fragments.

**

Genrich can incorporate replicates into peak calling analysis and the resulting merged data is produced using the arguments described in “Data Processing”. MACS2 does not have this option. As a consequence, merged replicate data for MACS2 peaks will depend on the approach chosen for determining consensus peaks.

***

MACS2 has the option of calling “broad” or “narrow” peaks. We provide both here.