Frequency and nature of hMSH6 germline mutations in Polish patients with colorectal, endometrial and ovarian cancers

CoDP: predicting the impact of unclassified genetic variants in MSH6 by the combination of different properties of the protein

Background

Lynch syndrome is a hereditary cancer predisposition syndrome caused by a mutation in one of the DNA mismatch repair (MMR) genes. About 24% of the mutations identified in Lynch syndrome are missense substitutions and the frequency of missense variants in MSH6 is the highest amongst these MMR genes. Because of this high frequency, the genetic testing was not effectively used in MSH6 so far. We, therefore, developed CoDP (Combination of the Different Properties), a bioinformatics tool to predict the impact of missense variants in MSH6.

Methods

We integrated the prediction results of three methods, namely MAPP, PolyPhen-2 and SIFT. Two other structural properties, namely solvent accessibility and the change in the number of heavy atoms of amino acids in the MSH6 protein, were further combined explicitly. MSH6 germline missense variants classified by their associated clinical and molecular data were used to fit the parameters for the logistic regression model and to assess the prediction. The performance of CoDP was compared with those of other conventional tools, namely MAPP, SIFT, PolyPhen-2 and PON-MMR.

Results

A total of 294 germline missense variants were collected from the variant databases and literature. Of them, 34 variants were available for the parameter training and the prediction performance test. We integrated the prediction results of MAPP, PolyPhen-2 and SIFT, and two other structural properties, namely solvent accessibility and the change in the number of heavy atoms of amino acids in the MSH6 protein, were further combined explicitly. Variants data classified by their associated clinical and molecular data were used to fit the parameters for the logistic regression model and to assess the prediction. The values of the positive predictive value (PPV), the negative predictive value (NPV), sensitivity, specificity and accuracy of the tools were compared on the whole data set. PPV of CoDP was 93.3% (14/15), NPV was 94.7% (18/19), specificity was 94.7% (18/19), sensitivity was 93.3% (14/15) and accuracy was 94.1% (32/34). Area under the curve of CoDP was 0.954, that of MAPP for MSH6 was 0.919, of SIFT was 0.864 and of PolyPhen-2 HumVar was 0.819. The power to distinguish between pathogenic and non-pathogenic variants of these methods was tested by Wilcoxon rank sum test (p < 8.9 × 10^-6 for CoDP, p < 3.3 × 10^-5 for MAPP, p < 3.1 × 10^-4 for SIFT and p < 1.2 × 10^-3 for PolyPhen-2 HumVar), and CoDP was shown to outperform other conventional methods.

Conclusion

In this paper, we provide a human curated data set for MSH6 missense variants, and CoDP, the prediction tool, which achieved better accuracy for predicting the impact of missense variants in MSH6 than any other known tools. CoDP is available at http://cib.cf.ocha.ac.jp/CoDP/.

CHEK2 mutations and HNPCC-related colorectal cancer

Recently, the 1100delC variant of cell cycle checkpoint kinase 2 (CHEK2) has been reported to confer a colorectal cancer risk in hereditary non-polyposis-colorectal cancer (HNPCC) and HNPCC-related families in the Netherlands. To investigate whether CHEK2 mutations confer increased cancer risk in HNPCC and HNPCC-related families in Poland, we genotyped 463 probands from HNPCC and HNPCC-related families, and 5,496 controls for 4 CHEK2 alleles (1100delC, IVS2+1G>A, del5395, I157T). All 463 probands were screened for mutations in the HNPCC-related genes MSH2, MLH1 and MSH6. A positive association was observed for HNPCC-related cancer and the I157T missense CHEK2 mutation (OR = 1.7; p = 0.007), but not for the truncating alleles (OR = 1.0; p = 1.0). The association with the I157T was seen both for the 117 cases who fulfill Amsterdam criteria (OR = 1.9; p = 0.1) and for the 346 cases who do not fulfill the criteria (OR = 1.6; p = 0.03). One hundred forty-five of the 463 families had a mutation in MSH2, MLH1 or MSH6 (MMR-positive families). A positive association between the CHEK2 I157T mutation and HNPCC-related cancer was observed only for MMR-negative cases (OR = 2.1; p = 0.0004), but not for MMR-positive cases (OR = 0.8; p = 0.9). The association with I157T was particularly strong for MMR-negative cases with familial colorectal cancer (2 or more first-degree relatives affected) (OR = 2.5; p < 0.0001). We conclude that the I157T variant of CHEK2 increases the risk of colorectal cancer among MMR-negative, HNPCC/HNPCC-related families in Poland.

Combined iPLEX and TaqMan assays to screen for 45 common mutations in Lynch syndrome and FAP patients

Mutations of genes associated with the mismatch repair mechanism and mutations of the APC gene are the most frequent causes of hereditary colorectal cancer. An iPLEX test combined with TaqMan genotyping assays was therefore developed to identify common recurrent mutations of those genes in the Polish population. We analyzed 349 DNA samples from 95 positive controls previously identified by sequencing and 254 unexamined individuals. The iPLEX test included two plexes, which comprised seven mutations of the APC gene and 29 mutations of three of the mismatch repair genes. TaqMan assays were designed for nine mutations not covered by the iPLEX assays: one mutation in the APC gene and eight mutations in the mismatch repair genes. Results were then verified independently by sequencing. Our combination method allowed detection of all recurrent mutations occurring in group of patients, followed by full analysis by DNA sequencing. With the exception of one false positive in the iPLEX test in the positive control group that could be assigned to contamination from neighboring wells rather than a detection error, given sufficient DNA concentration and quality, the designed iPLEX/TaqMan test had an accuracy of 100% for the designed assays. These results suggest that the combined iPLEX/TaqMan test is an outstanding tool for identification of recurrent mutations among hereditary colorectal cancer patients.

Germ-line mutations in mismatch repair genes associated with prostate cancer

Genetic predisposition to prostate cancer includes multiple common variants with a low penetrance (single nucleotide polymorphisms) and rare variants with higher penetrance. The mismatch repair (MMR) genes MLH1, MSH2, MSH6, and PMS2 are associated with Lynch syndrome where colon and endometrial cancers are the predominant phenotypes. The purpose of our study was to investigate whether germ-line mutations in these genes may be associated with prostate cancer. One hundred and six male carriers or obligate carriers of MMR mutations were identified. Nine had contracted prostate cancer. Immunohistochemical analysis was done on tumor tissue from eight of the nine tumors. Observed incidence, cumulative risk at 60 and 70 years of age, age of onset, and Gleason score were compared with expected as assessed from population-based series. Absence of gene product from the mutated MMR gene was found in seven of eight tumors. Expected number of prostate cancers was 1.52 compared with 9 observed (P < 0.01). Mean age of onset of prostate cancer was 60.4 years compared with 66.6 expected (P = 0.006); the number of men with a Gleason score between 8 and 10 was significantly higher than expected (P < 0.00001). Kaplan-Meier analysis suggested that cumulative risk by 70 years in MMR mutation carriers may be 30% (SE, 0.088) compared with 8.0% in the general population. This is similar to the high risk associated with BRCA2 mutations. To our knowledge, this study is the first to indicate that the MMR genes may be among the rare genetic variants that confer a high risk of prostate cancer when mutated.