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1.
Leukemia ; 31(9): 1928-1935, 2017 09.
Article in English | MEDLINE | ID: mdl-28090092

ABSTRACT

The genetics behind the progression of myelodysplasia to secondary acute myeloid leukemia (sAML) is poorly understood. In this study, we profiled somatic mutations and their dynamics using next generation sequencing on serial samples from a total of 124 patients, consisting of a 31 patient discovery cohort and 93 patients from two validation cohorts. Whole-exome analysis on the discovery cohort revealed that 29 of 31 patients carry mutations related to at least one of eight commonly mutated pathways in AML. Mutations in genes related to DNA methylation and splicing machinery were found in T-cell samples, which expand at the initial diagnosis of the myelodysplasia, suggesting their importance as early disease events. On the other hand, somatic variants associated with signaling pathways arise or their allelic burdens expand significantly during progression. Our results indicate a strong association between mutations in activated signaling pathways and sAML progression. Overall, we demonstrate that distinct categories of genetic lesions play roles at different stages of sAML in a generally fixed order.


Subject(s)
Clone Cells/pathology , Myelodysplastic Syndromes/pathology , Adult , Aged , Aged, 80 and over , Cell Transformation, Neoplastic/genetics , DNA Methylation/genetics , Disease Progression , Female , Humans , Leukemia, Myeloid, Acute , Male , Middle Aged , Mutation , Myelodysplastic Syndromes/genetics , Signal Transduction/genetics , Spliceosomes/genetics
2.
Leukemia ; 30(2): 295-302, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26424407

ABSTRACT

Most types of cancers are made up of heterogeneous mixtures of genetically distinct subclones. In particular, acute myeloid leukemia (AML) has been shown to undergo substantial clonal evolution over the course of the disease. AML tends to harbor fewer mutations than solid tumors, making it challenging to infer clonal structure. Here, we present a 9-year, whole-exome sequencing study of a single case at 12 time points, from the initial diagnosis until a fourth relapse, including 6 remission samples in between. To the best of our knowledge, it covers the longest time span of any data set of its kind. We used these time series data to track the hierarchy and order of variant acquisition, and subsequently analyzed the evolution of somatic variants to infer clonal structure. From this, we postulate the development and extinction of subclones, as well as their anticorrelated expansion via varying drug responses. In particular, we show that new subclones started appearing after the first complete remission. The presence and absence of different subclones during remission and relapses implies differing drug responses among subclones. Our study shows that time series analysis contrasting remission and relapse periods provides a much more comprehensive view of clonal structure and evolution.


Subject(s)
Clonal Evolution , Leukemia, Myeloid, Acute/pathology , Adult , Humans , Leukemia, Myeloid, Acute/drug therapy , Male , Recurrence
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