Transcriptome Profiling of Pediatric Core Binding Factor AML

被引:15
作者
Hsu, Chih-Hao [1 ]
Cu Nguyen [1 ]
Yan, Chunhua [1 ]
Ries, Rhonda E. [2 ]
Chen, Qing-Rong [1 ]
Hu, Ying [1 ]
Ostronoff, Fabiana [2 ]
Stirewalt, Derek L. [2 ]
Komatsoulis, George [1 ]
Levy, Shawn [3 ]
Meerzaman, Daoud [1 ]
Meshinchi, Soheil [2 ]
机构
[1] NCI, Ctr Biomed Informat & Informat Technol, Rockville, MD 20850 USA
[2] Fred Hutchinson Canc Res Ctr, Seattle, WA 98104 USA
[3] Hudson Alpha Inst Biotechnol, Huntsville, AL USA
来源
PLOS ONE | 2015年 / 10卷 / 09期
关键词
ACUTE MYELOID-LEUKEMIA; FUSION GENES; RNA-SEQ; DIFFERENTIAL EXPRESSION; SEQUENCING DATA; CBF-BETA; HOX; IDENTIFICATION; DISCOVERY; CANCER;
D O I
10.1371/journal.pone.0138782
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The t(8; 21) and Inv(16) translocations disrupt the normal function of core binding factors alpha (CBFA) and beta (CBFB), respectively. These translocations represent two of the most common genomic abnormalities in acute myeloid leukemia (AML) patients, occurring in approximately 25% pediatric and 15% of adult with this malignancy. Both translocations are associated with favorable clinical outcomes after intensive chemotherapy, and given the perceived mechanistic similarities, patients with these translocations are frequently referred to as having CBF-AML. It remains uncertain as to whether, collectively, these translocations are mechanistically the same or impact different pathways in subtle ways that have both biological and clinical significance. Therefore, we used transcriptome sequencing (RNA-seq) to investigate the similarities and differences in genes and pathways between these subtypes of pediatric AMLs. Diagnostic RNA from patients with t(8; 21) (N = 17), Inv(16) (N = 14), and normal karyotype (NK, N = 33) were subjected to RNA-seq. Analyses compared the transcriptomes across these three cytogenetic subtypes, using the NK cohort as the control. A total of 1291 genes in t(8;21) and 474 genes in Inv(16) were differentially expressed relative to the NK controls, with 198 genes differentially expressed in both subtypes. The majority of these genes (175/198; binomial test p-value < 10(-30)) are consistent in expression changes among the two subtypes suggesting the expression profiles are more similar between the CBF cohorts than in the NK cohort. Our analysis also revealed alternative splicing events (ASEs) differentially expressed across subtypes, with 337 t(8;21)-specific and 407 Inv(16)-specific ASEs detected, the majority of which were acetylated proteins (p = 1.5x10(-51) and p = 1.8x10(-54) for the two subsets). In addition to known fusions, we identified and verified 16 de novo fusions in 43 patients, including three fusions involving NUP98 in six patients. Clustering of differentially expressed genes indicated that the homeobox (HOX) gene family, including two transcription factors (MEIS1 and NKX2-3) were down-regulated in CBF compared to NK samples. This finding supports existing data that the dysregulation of HOX genes play a central role in biology CBF-AML hematopoiesis. These data provide comprehensive transcriptome profiling of CBF-AML and delineate genes and pathways that are differentially expressed, providing insights into the shared biology as well as differences in the two CBF subsets.
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页数:18
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共 56 条
[1]   Differential expression analysis for sequence count data [J].
Anders, Simon ;
Huber, Wolfgang .
GENOME BIOLOGY, 2010, 11 (10)
[2]   Age and acute myeloid leukemia [J].
Appelbaum, FR ;
Gundacker, H ;
Head, DR ;
Slovak, ML ;
Willman, CL ;
Godwin, JE ;
Anderson, JE ;
Petersdorf, SH .
BLOOD, 2006, 107 (09) :3481-3485
[3]   Hox genes in hematopoiesis and leukemogenesis [J].
Argiropoulos, B. ;
Humphries, R. K. .
ONCOGENE, 2007, 26 (47) :6766-6776
[4]   A novel bioinformatics pipeline for identification and characterization of fusion transcripts in breast cancer and normal cell lines [J].
Asmann, Yan W. ;
Hossain, Asif ;
Necela, Brian M. ;
Middha, Sumit ;
Kalari, Krishna R. ;
Sun, Zhifu ;
Chai, High-Seng ;
Williamson, David W. ;
Radisky, Derek ;
Schroth, Gary P. ;
Kocher, Jean-Pierre A. ;
Perez, Edith A. ;
Thompson, E. Aubrey .
NUCLEIC ACIDS RESEARCH, 2011, 39 (15) :e100
[5]   The leukemogenic t(8;21) fusion protein AML1-ETO controls rRNA genes and associates with nucleolar-organizing regions at mitotic chromosomes [J].
Bakshi, Rachit ;
Zaidi, Sayyed K. ;
Pande, Sandhya ;
Hassan, Mohammad Q. ;
Young, Daniel W. ;
Montecino, Martin ;
Lian, Jane B. ;
van Wijnen, Andre J. ;
Stein, Janet L. ;
Stein, Gary S. .
JOURNAL OF CELL SCIENCE, 2008, 121 (23) :3981-3990
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]   Diagnosis and management of acute myeloid leukemia in children and adolescents: recommendations from an international expert panel [J].
Creutzig, Ursula ;
van den Heuvel-Eibrink, Marry M. ;
Gibson, Brenda ;
Dworzak, Michael N. ;
Adachi, Souichi ;
de Bont, Eveline ;
Harbott, Jochen ;
Hasle, Henrik ;
Johnston, Donna ;
Kinoshita, Akitoshi ;
Lehrnbecher, Thomas ;
Leverger, Guy ;
Mejstrikova, Ester ;
Meshinchi, Soheil ;
Pession, Andrea ;
Raimondi, Susana C. ;
Sung, Lillian ;
Stary, Jan ;
Zwaan, Christian M. ;
Kaspers, Gertjan J. L. ;
Reinhardt, Dirk .
BLOOD, 2012, 120 (16) :3187-3205
[8]   RNA sequencing of cancer reveals novel splicing alterations [J].
Eswaran, Jeyanthy ;
Horvath, Anelia ;
Godbole, Sucheta ;
Reddy, Sirigiri Divijendra ;
Mudvari, Prakriti ;
Ohshiro, Kazufumi ;
Cyanam, Dinesh ;
Nair, Sujit ;
Fuqua, Suzanne A. W. ;
Polyak, Kornelia ;
Florea, Liliana D. ;
Kumar, Rakesh .
SCIENTIFIC REPORTS, 2013, 3
[9]   FusionMap: detecting fusion genes from next-generation sequencing data at base-pair resolution [J].
Ge, Huanying ;
Liu, Kejun ;
Juan, Todd ;
Fang, Fang ;
Newman, Matthew ;
Hoeck, Wolfgang .
BIOINFORMATICS, 2011, 27 (14) :1922-1928
[10]   The importance of diagnostic cytogenetics on outcome in AML: Analysis of 1,612 patients entered into the MRC AML 10 trial [J].
Grimwade, D ;
Walker, H ;
Oliver, F ;
Wheatley, K ;
Harrison, C ;
Harrison, G ;
Rees, J ;
Hann, I ;
Stevens, R ;
Burnett, A ;
Goldstone, A .
BLOOD, 1998, 92 (07) :2322-2333