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. 2020 Sep 15;11:957. doi: 10.3389/fgene.2020.00957

TABLE 2.

Top six gene-set clusters for truncating ultra-rare variant burden analyses in CHD using Gene Ontology (GO)/pathways and Mouse Phenotype Ontology (MPO), and restricting to constrained genes.

Gene-set clusters Observed truncating variants in constrained genes (o/e score in gnomAD < 0.35) P-value Resampling based FDR
GO/pathways
VEGF signaling and blood vessel development 8 5.39×10−13 0
Ion antiporter activity 5 0.0005 0.9564
Planar cell polarity pathway involved in neural tube closure 3 0.0013 0.9564
Positive regulation of vascular associated smooth muscle cell migration 4 0.0017 0.9564
Peptidyl-tyrosine autophorphorylation 5 0.0027 0.9564
Protein quality control for misfolded or incompletely synthesized proteins 3 0.0029 0.9564

MPO
Abnormal lymphangiogenesis 7 9.64×10−11 0.0080
Abnormal cranial neural crest cell morphology 3 0.0010 0.9605
Neuronal cytoplasmic inclusions 2 0.0022 0.9605
Absent pharyngeal arches 4 0.0031 0.9605
Abnormal CD5-positive T cell number 2 0.0036 0.9605
Cochlear ganglion degeneration 4 0.0037 0.9605