Table 4 Coding hotspots based on weight of genomic regions and enriched Gene Ontology (GO)/KEGG pathways.

From: Application of deep learning algorithm on whole genome sequencing data uncovers structural variants associated with multiple mental disorders in African American patients

Variation type

Locus

Weight for case–control classifications (%)

Weight for multiple labeling (%)

Num genes contain corresponding variation

Enriched Gene Ontology/pathways (Benjamini–Hochberg adjusted p value)

Stop codon

chr19:1-50000000

1.1

1.2

59

Stop codon

chr19:50000001-55000000

1.5

1.5

68

Regulation of immune response (2.2E-4); regulation of transcription (5.1E-4); osteoclast differentiation (2.1E-5); antigen processing and presentation (5.2E-4)

Stop codon

chr11:55000001-60000000

1.2

1.2

42

G-protein-coupled receptor signaling pathway (4.3E-27); olfactory receptor activity (2.3E-36); olfactory transduction (1.8E-31)

Stop codon

chr17:35000001-40000000

1.0

1.1

33

Lymphocyte/monocyte chemotaxis (2.1E-3); chemokine-mediated signaling pathway (5.3E-3); chemokine signaling pathway (0.034); cytokine-cytokine receptor interaction (0.036)

Frameshift SNVs

chr11:55000001-60000000

1.3

1.4

49

G-protein-coupled receptor signaling pathway (4E-30); in sensory perception of smell (2E-42); olfactory receptor activity (1.3E-42); olfactory transduction (9.1E-35)

Frameshift SNVs

chr16:55000001-60000000

1.3

1.3

27

Frameshift SNVs

chr19:50000001-55000000

1.3

1.4

76

IMMUNE category diseases (6.9E-3); regulation of immune response (3.2E-11); regulation of transcription (3.2E-3); receptor activity (8.3E-3); osteoclast differentiation (1.2E-8); antigen processing and presentation (2.9E-6); natural killer cell-mediated cytotoxicity (5.3E-4)

Frameshift SNVs

chr6:30000001-35000000

1.1

1.2

65

IMMUNE category diseases (2.5E-29); MHC class II receptor activity (1.2E-3); antigen processing and presentation (4.1E-5)

Frameshift SNVs

chr7:100000001-105000000

1.1

1.2

33