TY - JOUR
T1 - A likelihood ratio approach for utilizing case-control data in the clinical classification of rare sequence variants: application to
BRCA1 and
BRCA2.
AU - GC-HBOC Study Collaborators
AU - Zanti, Maria
AU - O'Mahony, Denise G
AU - Parsons, Michael T
AU - Li, Hongyan
AU - Dennis, Joe
AU - Aittomäkkiki, Kristiina
AU - Andrulis, Irene L
AU - Anton-Culver, Hoda
AU - Aronson, Kristan J
AU - Augustinsson, Annelie
AU - Becher, Heiko
AU - Bojesen, Stig E
AU - Bolla, Manjeet K
AU - Brenner, Hermann
AU - Brown, Melissa A
AU - Buys, Saundra S
AU - Canzian, Federico
AU - Caputo, Sandrine M
AU - Castelao, Jose E
AU - Chang-Claude, Jenny
AU - Czene, Kamila
AU - Daly, Mary B
AU - De Nicolo, Arcangela
AU - Devilee, Peter
AU - Dörk, Thilo
AU - Dunning, Alison M
AU - Dwek, Miriam
AU - Eccles, Diana M
AU - Engel, Christoph
AU - Evans, D Gareth
AU - Fasching, Peter A
AU - Gago-Dominguez, Manuela
AU - García-Closas, Montserrat
AU - García-Sáenz, José A
AU - Gentry-Maharaj, Aleksandra
AU - Geurts-Giele, Willemina R R
AU - Giles, Graham G
AU - Glendon, Gord
AU - Goldberg, Mark S
AU - Garcia, Encarna B Gómez
AU - Güendert, Melanie
AU - Guénel, Pascal
AU - Hahnen, Eric
AU - Haiman, Christopher A
AU - Hall, Per
AU - Hamann, Ute
AU - Harkness, Elaine F
AU - Hogervorst, Frans B L
AU - Hollestelle, Antoinette
AU - Howell, Anthony
N1 - Publisher Copyright:
© 2023 John Wiley and Sons Inc.. All rights reserved.
PY - 2023
Y1 - 2023
N2 - A large number of variants identified through clinical genetic testing in disease susceptibility genes are of uncertain significance (VUS). Following the recommendations of the American College of Medical Genetics and Genomics (ACMG) and Association for Molecular Pathology (AMP), the frequency in case-control datasets (PS4 criterion) can inform their interpretation. We present a novel case-control likelihood ratio-based method that incorporates gene-specific age-related penetrance. We demonstrate the utility of this method in the analysis of simulated and real datasets. In the analysis of simulated data, the likelihood ratio method was more powerful compared to other methods. Likelihood ratios were calculated for a case-control dataset of BRCA1 and BRCA2 variants from the Breast Cancer Association Consortium (BCAC) and compared with logistic regression results. A larger number of variants reached evidence in favor of pathogenicity, and a substantial number of variants had evidence against pathogenicity findings that would not have been reached using other case-control analysis methods. Our novel method provides greater power to classify rare variants compared with classical case-control methods. As an initiative from the ENIGMA Analytical Working Group, we provide user-friendly scripts and preformatted Excel calculators for implementation of the method for rare variants in BRCA1, BRCA2, and other high-risk genes with known penetrance.
AB - A large number of variants identified through clinical genetic testing in disease susceptibility genes are of uncertain significance (VUS). Following the recommendations of the American College of Medical Genetics and Genomics (ACMG) and Association for Molecular Pathology (AMP), the frequency in case-control datasets (PS4 criterion) can inform their interpretation. We present a novel case-control likelihood ratio-based method that incorporates gene-specific age-related penetrance. We demonstrate the utility of this method in the analysis of simulated and real datasets. In the analysis of simulated data, the likelihood ratio method was more powerful compared to other methods. Likelihood ratios were calculated for a case-control dataset of BRCA1 and BRCA2 variants from the Breast Cancer Association Consortium (BCAC) and compared with logistic regression results. A larger number of variants reached evidence in favor of pathogenicity, and a substantial number of variants had evidence against pathogenicity findings that would not have been reached using other case-control analysis methods. Our novel method provides greater power to classify rare variants compared with classical case-control methods. As an initiative from the ENIGMA Analytical Working Group, we provide user-friendly scripts and preformatted Excel calculators for implementation of the method for rare variants in BRCA1, BRCA2, and other high-risk genes with known penetrance.
KW - Humans
KW - Case-Control Studies
KW - BRCA2 Protein/genetics
KW - Genetic Predisposition to Disease
KW - Female
KW - BRCA1 Protein/genetics
KW - Breast Neoplasms/genetics
KW - Likelihood Functions
KW - Genetic Variation
KW - Penetrance
KW - Genetic Testing/methods
UR - https://www.scopus.com/pages/publications/85176617210
U2 - 10.1155/2023/9961341
DO - 10.1155/2023/9961341
M3 - Article
C2 - 38725546
SN - 1059-7794
VL - 2023
JO - Human Mutation
JF - Human Mutation
M1 - 9961341
ER -