Physicochemical constraint violation by missense substitutions mediates impairment of protein function and disease severity.

Abstract:

:We find that the degree of impairment of protein function by missense variants is predictable by comparative sequence analysis alone. The applicable range of impairment is not confined to binary predictions that distinguish normal from deleterious variants, but extends continuously from mild to severe effects. The accuracy of predictions is strongly dependent on sequence variation and is highest when diverse orthologs are available. High predictive accuracy is achieved by quantification of the physicochemical characteristics in each position of the protein, based on observed evolutionary variation. The strong relationship between physicochemical characteristics of a missense variant and impairment of protein function extends to human disease. By using four diverse proteins for which sufficient comparative sequence data are available, we show that grades of disease, or likelihood of developing cancer, correlate strongly with physicochemical constraint violation by causative amino acid variants.

journal_name

Genome Res

journal_title

Genome research

authors

Stone EA,Sidow A

doi

10.1101/gr.3804205

subject

Has Abstract

pub_date

2005-07-01 00:00:00

pages

978-86

issue

7

eissn

1088-9051

issn

1549-5469

pii

gr.3804205

journal_volume

15

pub_type

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