Use of genome‐wide DNA methylation analysis to identify prognostic CpG site markers associated with longer survival time in dogs with multicentric high‐grade B‐cell lymphoma

Abstract

AbstractBackgroundDNA methylation analysis might identify prognostic CpG sites in CHOP‐treated dogs with multicentric high‐grade B‐cell lymphoma (MHGL) with heterogenous prognosis.ObjectiveTo identify prognostic CpG sites of MHGL through genome‐wide DNA methylation analysis with pyrosequencing validation.AnimalsTest group: 24 dogs. Validation group: 100 dogs. All client‐owned dogs were diagnosed with MHGL and treated with CHOP chemotherapy.MethodsCohort study. DNA was extracted from lymph node samples obtained via FNA. Genome‐wide DNA methylation analysis using Digital Restriction Enzyme Analysis of Methylation (DREAM) was performed on the test group to identify differentially methylated CpG sites (DMCs). Bisulfite pyrosequencing was used to measure methylation status of candidate DMCs in the validation group. Median survival times (MST) were analyzed using Kaplan‐Meier (log‐rank) product limit method.ResultsDREAM analyzed 101 576 CpG sites. Hierarchical clustering of 16 262 CpG sites in test group identified group with better prognosis (MST = 55‐477 days vs 10‐301 days, P = .007). Volcano plot identified 1371 differentially methylated CpG sites (DMCs). DMC near the genes of FAM213A (DMC‐F) and PHLPP1 (DMC‐P) were selected as candidates. Bisulfite‐pyrosequencing performed on validation group showed group with methylation level of DMC‐F < 40% had favorable prognosis (MST = 11‐1072 days vs 8‐1792 days, P = .01), whereas group with the methylation level combination of DMC‐F < 40% plus DMC‐P < 10% had excellent prognosis (MST = 18‐1072 days vs 8‐1792 days, P = .009).Conclusion and Clinical ImportanceMethylation status of prognostic CpG sites delineate canine MGHL cases with longer MST, providing owners with information on expectations of potential improved treatment outcomes.