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Genome-wide DNA methylation is predictive of outcome in juvenile myelomonocytic leukemia
- Source :
- Nature Communications, Vol 8, Iss 1, Pp 1-8 (2017), Nature communications, vol 8, iss 1, Nature Communications
- Publication Year :
- 2017
- Publisher :
- Nature Portfolio, 2017.
-
Abstract
- Juvenile myelomonocytic leukemia (JMML) is a myeloproliferative disorder of childhood caused by mutations in the Ras pathway. Outcomes in JMML vary markedly from spontaneous resolution to rapid relapse after hematopoietic stem cell transplantation. Here, we hypothesized that DNA methylation patterns would help predict disease outcome and therefore performed genome-wide DNA methylation profiling in a cohort of 39 patients. Unsupervised hierarchical clustering identifies three clusters of patients. Importantly, these clusters differ significantly in terms of 4-year event-free survival, with the lowest methylation cluster having the highest rates of survival. These findings were validated in an independent cohort of 40 patients. Notably, all but one of 14 patients experiencing spontaneous resolution cluster together and closer to 22 healthy controls than to other JMML cases. Thus, we show that DNA methylation patterns in JMML are predictive of outcome and can identify the patients most likely to experience spontaneous resolution.<br />Juvenile myelomonocytic leukemia (JMML) is an aggressive disease with limited options for treatment. Here, the authors utilize DNA methylation based subgroups in JMML to predict clinical outcome.
- Subjects :
- Male
0301 basic medicine
Oncology
Biopsy
medicine.medical_treatment
Juvenile
General Physics and Astronomy
Kaplan-Meier Estimate
Hematopoietic stem cell transplantation
medicine.disease_cause
Monocytes
0302 clinical medicine
Prospective Studies
Child
Prospective cohort study
lcsh:Science
Cancer
Pediatric
Mutation
Genome
Leukemia
Multidisciplinary
Juvenile myelomonocytic leukemia
Hematopoietic Stem Cell Transplantation
Hematology
Methylation
Prognosis
3. Good health
Neoplasm Regression, Spontaneous
Child, Preschool
030220 oncology & carcinogenesis
DNA methylation
Neoplasm Regression
Female
Human
Pediatric Research Initiative
medicine.medical_specialty
Childhood Leukemia
Pediatric Cancer
Science
Antineoplastic Agents
Biology
Article
Disease-Free Survival
General Biochemistry, Genetics and Molecular Biology
03 medical and health sciences
Rare Diseases
Internal medicine
Genetics
medicine
Humans
Preschool
Transplantation
Genome, Human
Spontaneous
Human Genome
Infant
Myelomonocytic
General Chemistry
DNA Methylation
Stem Cell Research
medicine.disease
Human genetics
030104 developmental biology
Leukemia, Myelomonocytic, Juvenile
lcsh:Q
Subjects
Details
- Language :
- English
- ISSN :
- 20411723
- Volume :
- 8
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Nature Communications
- Accession number :
- edsair.doi.dedup.....4b68121b2f9556fec42e305392176ff3