variant pathogenicity

The property of a genetic variant being disease-causing or benign; the main prediction target.

Neighborhood — ranked by edge-count

paper

concept

Variant pathogenicity prediction
related_to
Core task of predicting whether genetic variants cause disease, central to clinical genomics.
variant of uncertain significance (VUS)
associated_with
Genetic variants whose clinical impact is unknown; a key motivation for the work, ~2M of which are explained.

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Evee outperforms existing methods for variant pathogenicity predictionclaim0.751
Interpretive claim supported by the high AUROC findings.
Mutationconcept0.749
Stochastic swapping of cell pairs in the genome to create variation.
variationconcept0.716
The subtle differences among repeated elements necessary to avoid mechanical uniformity.
Genotypeconcept0.708
The initial scrambled cell pattern of an embryo, and its reorganization-marker gene.
Cryptic Variationconcept0.695
Hidden genetic variation that is neutral under normal conditions but can be revealed under stress; MCA enables its persistence.
Genome-Phenotype Problemquestion0.693
Central knowledge gap: what is the relationship between genome and form, and how does genetic material encode anatomical specification?
Genotype-phenotype mapping problemquestion0.691
specific adaptationconcept0.689
Real, non-stochastic adaptation where each piece is uniquely shaped to its place, not randomly varied.