Prediction of Risk for Myeloid Malignancy in Clonal Hematopoiesis
Lachelle D. Weeks, Abhishek Niroula, Donna Neuberg, Waihay J. Wong, R. Coleman Lindsley, Marlise R. Luskin, Nancy Berliner, Richard M. Stone, Daniel J. DeAngelo, Robert J. Soiffer, Md Mesbah Uddin, Gabriel K. Griffin, Caitlyn Vlasschaert, Christopher J. Gibson, Siddhartha Jaiswal, Alexander G. Bick, Luca Malcovati, Pradeep Natarajan, Benjamin L. Ebert
Abstract
Background: Clonal hematopoiesis of indeterminate potential (CHIP) and clonal cytopenia of undetermined significance (CCUS) are defined by somatic mutations in genes associated with myeloid neoplasms (MN) at a variant allele fraction (VAF) ≥ 0.02, in the absence and presence of cytopenia, respectively. CHIP/CCUS is highly prevalent in adults and defining predictors of MN risk would aid clinical management and research. Methods: We analyzed sequenced exomes of healthy UK Biobank (UKB) participants (n = 438,890) in separate derivation and validation cohorts. Genetic mutations, laboratory values, and MN outcomes were used in conditional probability-based recursive partitioning and Cox regression to determine predictors of incident MN. Combined statistical weights defined a clonal hematopoiesis risk score (CHRS). Independent CHIP/CCUS patient cohorts were used to test prognostic capability of the CHRS in the clinical setting. Results: mutations, high risk mutations, ≥ 2 mutations, VAF ≥ 0.2, age ≥ 65 years, CCUS vs CHIP and red blood cell indices, influenced MN risk in variable direction. The CHRS defined low risk (n = 10018, 88.4%), intermediate risk (n = 1196, 10.5%), and high risk (n = 123, 1.1%) groups. In clinical cohorts, most MN events occurred in high risk CHIP/CCUS patients. Conclusions: The CHRS provides simple prognostic framework for CHIP/CCUS, distinguishing a high risk minority from the majority of CHIP/CCUS which has minimal risk for progression to MN.