Table 2.
NGS QC metrics | Threshold, call | Failed samples, n | Flagged samples, n | Mean (range) |
||||
---|---|---|---|---|---|---|---|---|
FNLCR | MDACC | MGH | YSM | Four laboratories | ||||
DNA library yield (pmol/L) | ≥20, Fail | 0 | NA | 1966 (112–7720) | 1638 (36–13,786) | 1556 (90–4994) | 1734 (117–9306) | 1724 (36–13,786) |
RNA library yield (pmol/L) | ≥20, Fail | 0 | NA | 2443 (192–7892) | 1827 (137–12,621) | 2099 (198–5195) | 2408 (188–8680) | 2197 (137–12,621) |
DNA total reads (million counts) | ≥3, Flag | NA | 8 | 4.20 (0.90–5.51) | 4.30 (0.91–6.10) | 4.37 (0.67–5.17) | 5.04 (1.82–6.22) | 4.46 (0.67–6.22) |
DNA uniformity (%)∗ | ≥80, Fail; ≥90, flag | 2 | 52 | 93.70 (85.65–96.61) | 93.99 (80.98–98.70) | 95.31 (84.81–98.00) | 91.75 (67.66–97.44) | 93.67 (67.66–98.70) |
DNA percentage of amplicons 100× (%) | ≥90, Fail | 6† | NA | 97.80 (81.00–99.05) | 98.39 (85.93–99.49) | 98.63 (85.22–99.45) | 97.78 (85.89–99.21) | 98.15 (81.00–99.49) |
DNA MAPD‡ | ≤0.9, Fail | 0 | NA | 0.277 (0.14–0.574) | 0.403 (0.196–0.762) | 0.27 (0.134–0.534) | 0.385 (0.225–0.691) | 0.333 (0.134–0.762) |
RNA total reads (thousand counts) | ≥100, Flag | NA | 0 | 918 (405–1313) | 925 (186–2266) | 1037 (510–2725) | 1112 (182–2884) | 998 (182–2884) |
RNA read length (bp) | ≥40, Flag | NA | 0 | 93 (77–99) | 98 (74–112) | 98 (84–116) | 96 (79–104) | 96 (74–116) |
FNLCR, Frederick National Laboratory for Cancer Research; MAPD, median of the absolute values of all pairwise differences; MDACC, MD Anderson Cancer Center; MGH, Massachusetts General Hospital; NA, not applicable; QC, quality control; YSM, Yale University School of Medicine.
Uniformity is the percentage of bases in all amplicon-targeted regions covered by at least 0.2× the mean base read depth.
Two of 6 samples failed by percentage of amplicon >100× also failed by uniformity.
The MAPD between log2 ratios of two adjacent amplicons (except at the beginning and end of a chromosome).