A genetic model for determining MSH2 and MLH1 carrier probabilities based on family history and tumor microsatellite instability.
Mutation-predicting models can be useful when deciding on the genetic testing of individuals at risk and in determining the cost effectiveness of screening strategies at the population level. The aim of this study was to evaluate the performance of a newly developed genetic model that incorporates tumor microsatellite instability (MSI) information, called the AIFEG model, and in predicting the presence of mutations in MSH2 and MLH1 in probands with suspected hereditary non-polyposis colorectal cancer. The AIFEG model is based on published estimates of mutation frequencies and cancer penetrances in carriers and non-carriers and employs the program MLINK of the FASTLINK package to calculate the proband's carrier probability. Model performance is evaluated in a series of 219 families screened for mutations in both MSH2 and MLH1, in which 68 disease-causing mutations were identified. Predictions are first obtained using family history only and then converted into posterior probabilities using information on MSI. This improves predictions substantially. Using a probability threshold of 10% for mutation analysis, the AIFEG model applied to our series has 100% sensitivity and 71% specificity.
Marroni
F
F
Center of Statistical Genetics, Department of Experimental Pathology, University of Pisa, Pisa, Italy.
Pastrello
C
C
Benatti
P
P
Torrini
M
M
Barana
D
D
Cordisco
E L
EL
Viel
A
A
Mareni
C
C
Oliani
C
C
Genuardi
M
M
Bailey-Wilson
J E
JE
Ponz de Leon
M
M
Presciuttini
S
S
D048868:Adaptor Proteins, Signal Transducing; D000328:Adult; D000368:Aged; D002352:Carrier Proteins / Q000235:genetics*; D003123:Colorectal Neoplasms, Hereditary Nonpolyposis / Q000235:genetics*; D005260:Female; D006580:Genetic Carrier Screening / Q000379:methods*; D005820:Genetic Testing; D042822:Genomic Instability; D006801:Humans; D007558:Italy; D008297:Male; D018895:Microsatellite Repeats; D008875:Middle Aged; D008957:Models, Genetic; D000070957:MutL Protein Homolog 1; D051718:MutS Homolog 2 Protein / Q000235:genetics*; D009154:Mutation; D009687:Nuclear Proteins / Q000235:genetics*; D012984:Software
D048868:Adaptor Proteins, Signal Transducing; D002352:Carrier Proteins; C501486:MLH1 protein, human; D009687:Nuclear Proteins; C497172:MSH2 protein, human; D000070957:MutL Protein Homolog 1; D051718:MutS Homolog 2 Protein