Department of Health Sciences Research, Mayo Clinic, Rochester, MN.
Huntsman Cancer Institute and Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT.
Blood. 2018 Jun 7;131(23):2541-2551. doi: 10.1182/blood-2017-11-814608. Epub 2018 Apr 19.
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; = 4.4 × 10). We replicated these findings in the Genetic Epidemiology of CLL Consortium and Mayo controls (OR, 3.02; = 7.8 × 10) 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; = 9.8 × 10). 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.
已发现遗传位点与慢性淋巴细胞白血病(CLL)的风险相关。来自这些位点的代表性单核苷酸多态性(SNP)的综合多基因风险评分(PRS)可能会提高个体 SNP 的风险预测。在此,我们评估了 PRS 与 CLL 风险及其前体单克隆 B 细胞淋巴增生症(MBL)的相关性。我们在独立样本中评估了其有效性和区分能力,并评估了家族史(FH)对血液恶性肿瘤的影响修饰和混杂作用。在发现阶段,我们从 InterLymph 联盟的 1499 例 CLL 和 2459 例对照中汇总了 41 个代表性 SNP 的基因型数据。在验证阶段,我们使用 Mayo 诊所的 1267 例对照、100 例 CLL、95 例 MBL 和 144 例 FH 为 CLL 的对照的数据进行了验证。我们使用比值比(OR)来估计疾病与 PRS 的关联,并使用 c 统计量来评估区分准确性。在 InterLymph 中,连续 PRS 与 CLL 风险强烈相关(OR,2.49; = 4.4×10)。我们在 Genetic Epidemiology of CLL 联盟和 Mayo 对照中复制了这些发现(OR,3.02; = 7.8×10),并观察到高区分度(c 统计量= 0.78)。当与 FH 联合建模时,PRS 及其 FH 状态仍然具有重要意义。最后,我们发现连续 PRS 与 MBL 风险具有高度显著相关性(OR,2.81; = 9.8×10)。总之,我们验证的 PRS 与 CLL 风险密切相关,增加了 FH 以外的信息。PRS 提供了一种识别那些 CLL 风险较高以及 MBL 风险增加的个体的方法,这种情况除了 CLL 之外,还有潜在的临床影响。