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. 2022 Jan 11;12:555. doi: 10.1038/s41598-021-04505-z

Table 2.

Description of attributes used for training separately for copy number loss and gain variants. The aggregations [“mean” and “standard deviation” (std)] are calculated for benign and pathogenic variants separately.

Attribute CNV loss CNV gain
Benign Pathogenic Benign Pathogenic
Mean Std Mean Std Mean Std Mean Std
Overlapped gencode elements 4.11 10.49 56.43 54.73 9.46 18.39 80.3 65.18
Protein coding genes 1.41 3.29 19.28 19.49 2.61 4.6 28.17 25.22
Pseudogenes 1.42 5.46 11.3 15.62 3.97 10.85 17.34 19.58
Micro RNA 0.07 0.45 02.08 2.98 0.23 1.18 2.91 3.38
Long non-coding RNA 0.79 1.78 16.45 16.34 1.77 3.16 21.7 18.29
Ribosomal RNA 0.0 0.2 0.02 0.15 0.0 0.05 0.03 0.2
Small nuclear RNA 0.08 0.45 1.2 2.17 0.19 0.81 1.94 2.9
Morbid genes 0.2 0.48 3.84 3.65 0.37 0.7 5.22 4.6
Disease associated genes 0.18 0.46 3.24 3.11 0.34 0.68 4.26 3.85
Haploinsufficient genes 0.02 0.14 0.48 0.69
Haploinsufficient regions 0.06 0.27 0.47 0.67
Regulatory elements 18.13 40.77 453.31 396.98 40.36 59.97 559.55 424.5
Enhancers 3.35 7.55 75.64 72.11 6.7 11.01 82.97 65.57
Open chromatin regions 03.02 6.88 58.18 53.91 6.43 10.76 66.38 51.71
Promoters 1.16 3.43 35.69 37.78 2.88 5.3 51.44 49.52
Promoter flanking regions 3.41 8.43 99.24 92.16 7.72 12.95 118.6 91.8
CTCF binding sites 5.95 15.4 153.4 146.64 13.77 23.12 197.61 168.01
TF binding sites 1.11 3.38 26.93 35.99 2.6 5.47 36.9 44.69
Manually curated regulatory elements 0.12 0.61 4.25 4.66 0.26 0.73 5.64 5.28
Triplosensitive regions 0.02 0.17 0.62 0.74