Table 1.
Genes with significant excess of DNVs across phenotype and sex groups
Group | Samples | No. DNVs | FDR 5% significant genes (q < 0.05) | FWER 5% significant genes (P < 3.64e–7) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
dnLGD | dnMIS | dnMIS30 | CH model | denovolyzeR | DeNovoWEST | Union | Intersection | CH model | denovolyzeR | DeNovoWEST | Union | Intersection | ||
Offspring phenotype group | ||||||||||||||
ASD | 15,560 | 1,661 | 9,187 | 1,454 | 70 | 52 | 113 | 133 | 41 | 26 | 22 | 27 | 39 | 16 |
DD | 31,052 | 4,931 | 20,588 | 4,084 | 352 | 293 | 414 | 511 | 233 | 181 | 166 | 196 | 241 | 136 |
NDD* | 46,612 | 6,592 | 29,775 | 5,538 | 399 | 323 | 479 | 615 (LC615) | 237 (MC237) | 208 | 171 | 190 | 264 | 138 (HC138) |
Sibling | 5,241 | 329 | 2,999 | 408 | 3 | 6 | — | 7 | — | 1 | 1 | — | 2 | — |
Proband sex group | ||||||||||||||
Male | 29,704 | 3,820 | 18,590 | 3,343 | 233 | 191 | 308 | 385 | 141 | 117 | 105 | 104 | 149 | 77 |
Female | 16,530 | 2,716 | 10,986 | 2,149 | 222 | 193 | 208 | 277 | 152 | 117 | 112 | 109 | 144 | 85 |
Two levels of significance, FDR 5% and FWER 5%, were assessed based on the union and intersection of three statistical models. The lower confidence set (LC615) is based on the union of all genes at FDR 5% significance observed in any one or more of the three models; the MC237 set is based on the intersection of FDR 5% supported by all three models; the highest confidence set (HC138) is based on the intersection of genes with FWER 5% significance supported by all three models. The FDR 5% significance threshold was corrected by the Benjamini-Hochberg method for all of the genes in each model (18,946 genes in CH model, 19,618 genes in denovolyzeR, and 18,762 genes in DeNovoWEST); the FWER 5% significance threshold was corrected by the Bonferroni method for 19,618 genes (the largest among three models) and seven tests in the analyses (tests for dnLGD, dnMIS, and dnMIS30 variants in CH model; dnLGD and dnMIS variants in denovolyzeR; and DNVs and dnMIS variants in DeNovoWEST). Genes with DNV significance in siblings were excluded from all sets (n = 7).
*NDD = ASD + DD. Details regarding the NDD risk genes can be found in Datasets S2–S5, S9, and S10.