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Association of polygenic risk score with the risk of chronic lymphocytic leukemia and monoclonal B-cell lymphocytosis

  • Geffen Kleinstern
  • , Nicola J. Camp
  • , Lynn R. Goldin
  • , Celine M. Vachon
  • , Claire M. Vajdic
  • , Silvia De Sanjose
  • , J. Brice Weinberg
  • , Yolanda Benavente
  • , Delphine Casabonne
  • , Mark Liebow
  • , Alexandra Nieters
  • , Henrik Hjalgrim
  • , Mads Melbye
  • , Bengt Glimelius
  • , Hans Olov Adami
  • , Paolo Boffetta
  • , Paul Brennan
  • , Marc Maynadie
  • , James McKay
  • , Pier Luigi Cocco
  • Tait D. Shanafelt, Timothy G. Call, Aaron D. Norman, Curtis Hanson, Dennis Robinson, Kari G. Chaffee, Angela R. Brooks-Wilson, Alain Monnereau, Jacqueline Clavel, Martha Glenn, Karen Curtin, Lucia Conde, Paige M. Bracci, Lindsay M. Morton, Wendy Cozen, Richard K. Severson, Stephen J. Chanock, John J. Spinelli, James B. Johnston, Nathaniel Rothman, Christine F. Skibola, Jose F. Leis, Neil E. Kay, Karin E. Smedby, Sonja I. Berndt, James R. Cerhan, Neil Caporaso, Susan L. Slager
  • Mayo Clinic Rochester, MN
  • University of Utah
  • National Institutes of Health
  • University of New South Wales
  • CIBER Epidemiología y Salud Pública (CIBERESP)
  • Parc Taulí Hospital Universitari
  • Duke University
  • Durham VA Medical Center
  • University of Freiburg
  • Statens Serum Institut
  • University of Copenhagen
  • Stanford University
  • Uppsala University
  • Karolinska Institutet
  • International Agency for Research on Cancer
  • INSERM U1231 'Lipides Nutrition Cancer'
  • University of Cagliari
  • Division of Hematology
  • Provincial Health Services Authority
  • Simon Fraser University
  • Université de Bordeaux
  • Center of Research in Epidemiology and Statistics Sorbonne Paris Cité (CRESS)
  • Université Paris Cité
  • University College London
  • University of California at San Francisco
  • University of Southern California
  • Wayne State University
  • University of British Columbia
  • Cancer Care Manitoba
  • Emory University
  • Mayo Clinic Scottsdale-Phoenix, Arizona

Research output: Contribution to journalArticlepeer-review

31 Scopus citations

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 5 4.4310294). We replicated these findings in the Genetic Epidemiology of CLL Consortium and Mayo controls (OR, 3.02; P 5 7.8 3 10230) and observed high discrimination (c-statistic 5 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 5 9.8 310216). 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. (Blood. 2018;131(23):2541-2551).

Original languageEnglish
Pages (from-to)2541-2551
Number of pages11
JournalBlood
Volume131
Issue number23
DOIs
StatePublished - Jun 7 2018

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