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Microarray analysis to identifiy novel copy number alterations in acute myeloid leukemia
- Publication Year :
- 2017
-
Abstract
- 11622 Background: SNP microarray can detect Copy Number Alterations (CNAs) which could be predictive of response and can help define therapeutic strategies. Our aim is to improve conventional cytogenetic analysis and identify new genetic alterations relevant to leukemogenesis by a SNP array-based genotyping approach. Methods: We performed SNP 6.0/Cytoscan HD (Affymetrix) on 235 Acute Myeloid Leukemia (AML) patients at diagnosis. Seventy-eight/235 samples were also performed by Whole Exome Sequencing, WES (HiSeq,Illumina). SNP Array data were analyzed by Nexus Copy Number (BioDiscovery) and R Core Team. Results: We found several genes preferentially deleted, including MRPS5 (14.8%), PHF6 (9.3%), SCAPER (7.2%), CASK (5.9%), WNK (4.6%), STAG2 (4.2%), LRRK1 (3.4%), PALB2 (3.4%), genes preferentially amplified were RABL2B (16.1%), NF2 (10.2%), NBPF9 (7.6%), JAK2 (6.8%), RB1, NF1 and KMT2A (4.2%), PTEN (3.4%), TP73 and SMAD2 (2.5%). Single-copy losses and deletions were enriched (p < .001) for genes mapping in these pathways: aberrant PD-1 signaling, loss of function of SMAD4 in cancer and SMAD4 MH2 Domain mutants in cancer. The pathways significantly (p < .001) deregulated in our cohort with single copy gain and homozygous amplification were: regulation of transcription and nucleic acid, negative regulation of metabolic processes, constitutive signaling by aberrant PI3K in cancer and PI3K/AKT network. In order to define driver alterations, we correlate deletions and losses with mutational data. We found losses are also targeted by mutations ( BRCA2, LRRK1), while deleted genes, as CASK, CDK6 and MAPT, were involved in pathways affected by genomic mutations ( CASK deletion and MPP6 mutation, CDK6 deletion and PPM1D mutation, MAPT deletion and SPAG5mutation). Conclusions: We have identified new CNAs and pathways involving novel potential leukemia-related genes. The comparison between SNP and WES data could provide important findings on prognosis of AML patients. Minimal deleted regions of genes in deregulated pathways deserve further investigation in order to identify new genes which could be relevant AML biomarkers. Ackn: ELN, AIL, AIRC,prog. Regione-Università 2010-12 (L. Bolondi),FP7 NGS-PTL project,HARMONY.
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....dd23ce227a7b4be7ed65ae8989ba315a