A missense variant effect map for the human tumour suppressor protein CHK2
Gebbia, M.; Zimmerman, D. I.; Jiang, R.; Nguyen, M.; Weile, J.; Li, R.; Gavac, M.; Kishore, N.; Sun, S.; Boonen, R. A.; Dines, J. N.; Wahl, A.; Reuter, J.; Johnson, B.; Fowler, D.; van Attikum, H.; Roth, F. P.
Show abstract
The tumour suppressor CHEK2 encodes the serine/threonine protein kinase CHK2 which, upon DNA damage, is important for pausing the cell cycle, initiating DNA repair and inducing apoptosis. CHK2 phosphorylation of the tumour suppressor BRCA1 is also important for mitotic spindle assembly and chromosomal stability. Consistent with its cell cycle checkpoint role, both germline and somatic variants in CHEK2 have been linked to breast and multiple other cancer types. Over 90% of clinical germline CHEK2 missense variants are classified as variants of uncertain significance, complicating diagnosis of CHK2-dependent cancer. We therefore sought to test the functional impact of all possible missense variants in CHK2. Using a scalable multiplexed assay based on the ability of human CHK2 to complement DNA sensitivity of a S. cerevisiae lacking its ortholog RAD53, we generated a systematic missense variant effect map for CHEK2 missense variation. Map scores reflect known biochemical features of CHK2 and exhibit good performance in separating pathogenic from benign clinical missense variants. Thus, the missense variant effect map for CHK2 offers value in understanding both known and yet-to-be-observed CHK2 variants.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Disentangling the mutational effects on protein stability and interaction of human MLH1 96%
- Missense variants causing Wiedemann-Steiner syndrome preferentially occur in the KMT2A-CXXC domain and are accurately classified using AlphaFold2 95%
- Modeling Cancer Genomic Data in Yeast Reveals Selection Against ATM Function During Tumorigenesis 94%
Similar papers in this journal
- The functional impact of 1,570 SNP-accessible missense variants in human OTC 93%
- Profiling genetically driven alternative splicing across the Indonesian Archipelago 93%
- Stretch-activated ion channel TMEM63B associates with developmental and epileptic encephalopathies and progressive neurodegeneration 92%
Similar papers in this journal
- Discovery of human ACE2 variants with altered recognition by the SARS-CoV-2 spike protein 94%
- Proteome-scale prediction of molecular mechanisms underlying dominant genetic diseases 94%
- THAP11F80L cobalamin disorder-associated mutation reveals normal and pathogenic THAP11 functions in gene expression and cell proliferation 93%
Similar papers in this journal
- Mutation severity spectrum of rare alleles in the human genome is predictive of disease type 95%
- Large scale analyses of genotype-phenotype relationships of glycine decarboxylase mutations and neurological disease severity. 94%
- Dynamic coupling of residues within proteins as a mechanistic foundation of many enigmatic pathogenic missense variants 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.