Prognostic methylation markers for overall survival in cytogenetically normal patients with acute myeloid leukemia treated on SWOG trials

• Published in: Cancer 2017-07, Vol.123 (13), p.2472-2481
• Main Authors: Qu, Xiaoyu, Othus, Megan, Davison, Jerry, Wu, Yu, Yan, Liying, Meshinchi, Soheil, Ostronoff, Fabiana, Estey, Elihu H., Radich, Jerry P., Erba, Harry P., Appelbaum, Frederick R., Fang, Min
• Format: Article
• Language: English
• Subjects: Aberration; Acute myeloid leukemia; Adolescent; Adult; Aged; Aged, 80 and over; Bisulfite; Blood cells; Cancer; Cause of Death; Cell Cycle Proteins - genetics; Clinical trials; CpG islands; CpG Islands - genetics; Cytogenetics; Deoxyribonucleic acid; DNA; DNA methylation; DNA Methylation - genetics; DNA-Binding Proteins - genetics; Female; Genomes; Hazards; Health hazards; Health risks; Humans; Leucine; Leucine zipper proteins; leucine zipper tumor suppressor 2 (LZTS2); Leukemia; Leukemia, Myeloid, Acute - genetics; Leukemia, Myeloid, Acute - mortality; Leukemia, Myeloid, Acute - therapy; Male; Markers; Medical prognosis; methylation; Middle Aged; Multivariate Analysis; Myeloid leukemia; nuclear receptor subfamily 6 group a member 1 (NR6A1); Nuclear Receptor Subfamily 6, Group A, Member 1 - genetics; Oncology; Patients; Prognosis; Proportional Hazards Models; Protein-tyrosine kinase; Reproduction (copying); Shores; Statistical analysis; Statistical methods; Survival; Survival Rate; Tumor suppressor genes; Tumor Suppressor Proteins - genetics; Tyrosine; Young Adult
• ISSN: 0008-543X; 1097-0142
• DOI: 10.1002/cncr.30626

BACKGROUND Aberrant DNA methylation is known to occur in patients with acute myeloid leukemia (AML), whereas methylation signatures and prognostic markers have been proposed. The objective of the current study was to evaluate all CpG sites of the genome and identify prognostic methylation markers for overall survival in patients with AML with normal karyotype (AML‐NK). METHODS AML‐NK samples from 7 SWOG trials were analyzed using a novel genome‐wide approach called “CHARMcox” (comprehensive high‐throughput array‐based relative methylation analysis combined with the Cox proportional hazards model) controlling for known clinical covariates. CHARMcox was applied to a phase 1 discovery cohort (72 patients) to identify survival‐associated methylation regions (SAMRs). Subsequently, using bisulfite pyrosequencing, SAMRs were studied in phase 2 model‐building (65 patients) and phase 3 validation (65 patients) cohorts. An independent external cohort from The Cancer Genome Atlas (TCGA) AML study (LAML) was used for further validation (93 patients). RESULTS Two SAMRs, located at the CpG island shores of leucine zipper tumor suppressor 2 (LZTS2) and nuclear receptor subfamily 6 group a member 1 (NR6A1), respectively, were identified. Multivariable analyses demonstrated that hypomethylation of either LZTS2 or NR6A1 was associated with worse overall survival in the SWOG cohort (P