The human genome contains frequent single-basepair variants that may or may not cause genetic disease. To characterize benign vs. pathogenic missense variants, numerous computational algorithms have been developed based on comparative sequence and/or protein structure analysis. We compared computational methods that use evolutionary conservation alone, amino acid (AA) change alone, and a combination of conservation and AA change in predicting the consequences of 254 missense variants in the CDKN2A (n = 92), MLH1 (n = 28), MSH2 (n = 14), MECP2 (n = 30), and tyrosinase (TYR) (n = 90) genes. Variants were validated as either neutral or deleterious by curated locus-specific mutation databases and published functional data. All methods that use evolutionary sequence analysis have comparable overall prediction accuracy (72.9-82.0%). Mutations at codons where the AA is absolutely conserved over a sufficient evolutionary distance (about one-third of variants) had a 91.6 to 96.8% likelihood of being deleterious. Three algorithms (SIFT, PolyPhen, and A-GVGD) that differentiate one variant from another at a given codon did not significantly improve predictive value over conservation score alone using the BLOSUM62 matrix. However, when all four methods were in agreement (62.7% of variants), predictive value improved to 88.1%. These results confirm a high predictive value for methods that use evolutionary sequence conservation, with or without considering protein structural change, to predict the clinical consequences of missense variants. The methods can be generalized across genes that cause different types of genetic disease. The results support the clinical use of computational methods as one tool to help interpret missense variants in genes associated with human genetic disease.
To date, five mismatch-repair (MMR) genes, MLH1, MSH2, MSH6, MSH3 and PMS2, are known to be involved in human MMR function. Two of those, MLH1 and MSH2, are further the most common susceptibility genes for hereditary non-polyposis colorectal cancer (HNPCC), while MSH3 and PMS2 are seldom (PMS2) or not at all (MSH3 ) reported to be involved in HNPCC. Despite the increasing number of MSH6 germline mutations, their pathogenicity remains questionable, because the mutations are mainly linked to putative HNPCC families lacking the typical clinical and molecular characteristics of the syndrome, such as early age at onset and high microsatellite instability (MSI). High MSI is a consequence of MMR defect, and the pathogenicity of germline mutations in HNPCC is thus linked to malfunction of MMR. To address the question of whether and how MSH6 mutations cause susceptibility to HNPCC, we studied heterodimerization of four MSH6 variants with MSH2, and the functionality of these MutSalpha complexes in an in vitro MMR assay. All mutations occurred in putative HNPCC patients. Irrespective of the type or the site of the amino acid substitutions, all the variants repaired G.T mismatches to A.T as wild-type MSH6 protein. However, the MSH6 protein carrying a mutation in the MSH2/MSH6 interaction region was poorly expressed, suggesting problems in its stability. Our results are clinically relevant, since they demonstrate that under the stable in vitro conditions, when the amounts of the proteins are adequate for repair, the tested MSH6 mutations do not affect repair function. Consequently, while the typical HNPCC syndrome is associated with problems in repair reaction, the pathogenicity of mutations in putative HNPCC families may be linked to other biochemical events.
Mismatch repair (MMR) deficiency in tumours from patients with the hereditary nonpolyposis colorectal cancer (HNPCC) syndrome is mainly caused by mutations in the MLH1, MSH2, and MSH6 genes. A major challenge in the clinical management of patients with suspected HNPCC is the frequent occurrence of missense mutations in MSH6. These can be considered neither deleterious nor clinically innocent a priori. To assess their significance we studied five novel MSH6 missense mutations in six patients derived from a series of consecutive endometrial and colorectal cancer patients selected for study after their tumours were determined to be microsatellite unstable. We tested each mutated protein for heterodimerisation with MSH2 and for in vitro MMR capability. Four mutations (R128L, P623L, K728T, G881K þ S) showed no impairment of these functions while the fifth (E1193K) displayed marked impairment of both functions. These results, taken together with our previous similar findings concerning six other missense mutations in MSH6, allow us to conclude that many or most missense changes in MSH6 likely are clinically innocent, whereas some missense changes such as E1193K, which lead to impaired MMR, are likely to be clinically significant, but have low penetrance.
Pathogenic nontruncating alterations in MLH1 may interfere with different biochemical mechanisms but generally more than one. The severe biochemical defects are mirrored by phenotypic characteristics such as early age at onset and high microsatellite instability, whereas variants with no or mild defects in functionality are associated with variable clinical phenotypes.
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