1. Do GWAS-Identified Risk Variants for Chronic Lymphocytic Leukemia Influence Overall Patient Survival and Disease Progression?
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Cabrera-Serrano, Antonio José, Sánchez-Maldonado, José Manuel, ter Horst, Rob, Macauda, Angelica, García-Martín, Paloma, Benavente, Yolanda, Landi, Stefano, Clay-Gilmour, Alyssa, Niazi, Yasmeen, Espinet, Blanca, Rodríguez-Sevilla, Juan José, Pérez, Eva María, Maffei, Rossana, Blanco, Gonzalo, Giaccherini, Matteo, Cerhan, James R., Marasca, Roberto, López-Nevot, Miguel Ángel, Chen-Liang, Tzu, and Thomsen, Hauke
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CHRONIC lymphocytic leukemia ,OVERALL survival ,DISEASE progression ,DISEASE risk factors ,RECEIVER operating characteristic curves - Abstract
Chronic lymphocytic leukemia (CLL) is the most common leukemia among adults worldwide. Although genome-wide association studies (GWAS) have uncovered the germline genetic component underlying CLL susceptibility, the potential use of GWAS-identified risk variants to predict disease progression and patient survival remains unexplored. Here, we evaluated whether 41 GWAS-identified risk variants for CLL could influence overall survival (OS) and disease progression, defined as time to first treatment (TTFT) in a cohort of 1039 CLL cases ascertained through the CRuCIAL consortium. Although this is the largest study assessing the effect of GWAS-identified susceptibility variants for CLL on OS, we only found a weak association of ten single nucleotide polymorphisms (SNPs) with OS (p < 0.05) that did not remain significant after correction for multiple testing. In line with these results, polygenic risk scores (PRSs) built with these SNPs in the CRuCIAL cohort showed a modest association with OS and a low capacity to predict patient survival, with an area under the receiver operating characteristic curve (AUROC) of 0.57. Similarly, seven SNPs were associated with TTFT (p < 0.05); however, these did not reach the multiple testing significance threshold, and the meta-analysis with previous published data did not confirm any of the associations. As expected, PRSs built with these SNPs showed reduced accuracy in prediction of disease progression (AUROC = 0.62). These results suggest that susceptibility variants for CLL do not impact overall survival and disease progression in CLL patients. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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