| Literature DB >> 29674426 |
Geffen Kleinstern1, Nicola J Camp2, Lynn R Goldin3, Celine M Vachon1, Claire M Vajdic4, Silvia de Sanjose5,6, J Brice Weinberg7,8,9, Yolanda Benavente5,6, Delphine Casabonne5,6, Mark Liebow10, Alexandra Nieters11, Henrik Hjalgrim12,13, Mads Melbye12,14, Bengt Glimelius15, Hans-Olov Adami16, Paolo Boffetta17, Paul Brennan18, Marc Maynadie19, James McKay18, Pier Luigi Cocco20, Tait D Shanafelt21, Timothy G Call21, Aaron D Norman1, Curtis Hanson22, Dennis Robinson1, Kari G Chaffee1, Angela R Brooks-Wilson23,24, Alain Monnereau25,26,27, Jacqueline Clavel26,27, Martha Glenn2, Karen Curtin2, Lucia Conde28, Paige M Bracci29, Lindsay M Morton3, Wendy Cozen30,31, Richard K Severson32, Stephen J Chanock3, John J Spinelli33,34, James B Johnston35, Nathaniel Rothman3, Christine F Skibola36, Jose F Leis37, Neil E Kay20, Karin E Smedby38, Sonja I Berndt3, James R Cerhan1, Neil Caporaso3, Susan L Slager1.
Abstract
Inherited loci have been found to be associated with risk of chronic lymphocytic leukemia (CLL). A combined polygenic risk score (PRS) of representative single nucleotide polymorphisms (SNPs) from these loci may improve risk prediction over individual SNPs. Herein, we evaluated the association of a PRS with CLL risk and its precursor, monoclonal B-cell lymphocytosis (MBL). We assessed its validity and discriminative ability in an independent sample and evaluated effect modification and confounding by family history (FH) of hematological cancers. For discovery, we pooled genotype data on 41 representative SNPs from 1499 CLL and 2459 controls from the InterLymph Consortium. For validation, we used data from 1267 controls from Mayo Clinic and 201 CLL, 95 MBL, and 144 controls with a FH of CLL from the Genetic Epidemiology of CLL Consortium. We used odds ratios (ORs) to estimate disease associations with PRS and c-statistics to assess discriminatory accuracy. In InterLymph, the continuous PRS was strongly associated with CLL risk (OR, 2.49; P = 4.4 × 10-94). We replicated these findings in the Genetic Epidemiology of CLL Consortium and Mayo controls (OR, 3.02; P = 7.8 × 10-30) and observed high discrimination (c-statistic = 0.78). When jointly modeled with FH, PRS retained its significance, along with FH status. Finally, we found a highly significant association of the continuous PRS with MBL risk (OR, 2.81; P = 9.8 × 10-16). In conclusion, our validated PRS was strongly associated with CLL risk, adding information beyond FH. The PRS provides a means of identifying those individuals at greater risk for CLL as well as those at increased risk of MBL, a condition that has potential clinical impact beyond CLL.Entities:
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Year: 2018 PMID: 29674426 PMCID: PMC5992865 DOI: 10.1182/blood-2017-11-814608
Source DB: PubMed Journal: Blood ISSN: 0006-4971 Impact factor: 25.476