Genomic Profiling of Pediatric Acute Myeloid Leukemia Reveals a Changing Mutational Landscape from Disease Diagnosis to Relapse

被引:128
作者
Farrar, Jason E. [1 ,2 ,3 ]
Schuback, Heather L. [4 ,5 ]
Ries, Rhonda E. [4 ,5 ]
Wai, Daniel [6 ,7 ]
Hampton, Oliver A. [8 ]
Trevino, Lisa R. [8 ,9 ]
Alonzo, Todd A. [3 ,10 ]
Auvil, Jaime M. Guidry [11 ]
Davidsen, Tanja M. [12 ]
Gesuwan, Patee [12 ]
Hermida, Leandro [12 ]
Muzny, Donna M. [8 ]
Dewal, Ninad [8 ]
Rustagi, Navin [8 ]
Lewis, Lora R. [8 ]
Gamis, Alan S. [13 ]
Wheeler, David A. [8 ]
Smith, Malcolm A. [14 ]
Gerhard, Daniela S. [11 ]
Meshinchi, Soheil [3 ,4 ,5 ]
机构
[1] Arkansas Childrens Hosp, Res Inst, 800 Marshall St, Little Rock, AR 72202 USA
[2] Univ Arkansas Med Sci, Little Rock, AR 72205 USA
[3] Childrens Oncol Grp, Monrovia, CA USA
[4] Fred Hutchinson Canc Res Ctr, 1100 Fairview Ave North,D5-380, Seattle, WA 98109 USA
[5] Univ Washington, Sch Med, Seattle, WA USA
[6] Phoenix Childrens Hosp, Ron Matricaria Inst Mol Med, Tucson, AZ USA
[7] Univ Arizona, Coll Med, Tucson, AZ USA
[8] Baylor Coll Med, Human Genome Sequencing Ctr, Houston, TX 77030 USA
[9] Doctors Hosp Renaissance, Edinburg, TX USA
[10] Univ So Calif, Los Angeles, CA USA
[11] NCI, Off Canc Genom, Bethesda, MD 20892 USA
[12] NCI, Ctr Bioinformat & Informat Technol, Rockville, MD USA
[13] Childrens Mercy Hosp & Clin, Kansas City, MO USA
[14] NCI, Canc Therapy Evaluat Program, Rockville, MD USA
关键词
CHILDRENS-ONCOLOGY-GROUP; INTERNAL TANDEM DUPLICATION; SEQUENCING DATA; MUTANT LEVEL; FLT3; IMPACT; AML; OUTCOMES; DNMT3A; TRIAL;
D O I
10.1158/0008-5472.CAN-15-1015
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The genomic and clinical information used to develop and implement therapeutic approaches for acute myelogenous leukemia (AML) originated primarily from adult patients and has been generalized to patients with pediatric AML. However, age-specific molecular alterations are becoming more evident and may signify the need to age-stratify treatment regimens. The NCI/COGTARGET-AML initiative used whole exome capture sequencing (WXS) to interrogate the genomic landscape of matched trios representing specimens collected upon diagnosis, remission, and relapse from 20 cases of de novo childhood AML. One hundred forty-five somatic variants at diagnosis (median 6 mutations/patient) and 149 variants at relapse (median 6.5 mutations) were identified and verified by orthogonal methodologies. Recurrent somatic variants [in (greater than or equal to) 2 patients] were identified for 10 genes (FLT3, NRAS, PTPN11, WT1, TET2, DHX15, DHX30, KIT, ETV6, KRAS), with variable persistence at relapse. The variant allele fraction (VAF), used to measure the prevalence of somatic mutations, varied widely at diagnosis. Mutations that persisted from diagnosis to relapse had a significantly higher diagnostic VAF compared with those that resolved at relapse (median VAF 0.43 vs. 0.24, P < 0.001). Further analysis revealed that 90% of the diagnostic variants with VAF > 0.4 persisted to relapse compared with 28% with VAF < 0.2 (P < 0.001). This study demonstrates significant variability in the mutational profile and clonal evolution of pediatric AML from diagnosis to relapse. Furthermore, mutations with high VAF at diagnosis, representing variants shared across a leukemic clonal structure, may constrain the genomic landscape at relapse and help to define key pathways for therapeutic targeting. (C) 2016 AACR.
引用
收藏
页码:2197 / 2205
页数:9
相关论文
共 25 条
[1]   The importance of relative mutant level for evaluating impact on outcome of KIT, FLT3 and CBL mutations in core-binding factor acute myeloid leukemia [J].
Allen, C. ;
Hills, R. K. ;
Lamb, K. ;
Evans, C. ;
Tinsley, S. ;
Sellar, R. ;
O'Brien, M. ;
Yin, J. L. ;
Burnett, A. K. ;
Linch, D. C. ;
Gale, R. E. .
LEUKEMIA, 2013, 27 (09) :1891-1901
[2]   Mutually exclusive recurrent somatic mutations in MAP2K1 and BRAF support a central role for ERK activation in LCH pathogenesis [J].
Chakraborty, Rikhia ;
Hampton, Oliver A. ;
Shen, Xiaoyun ;
Simko, Stephen J. ;
Shih, Albert ;
Abhyankar, Harshal ;
Lim, Karen Phaik Har ;
Covington, Kyle R. ;
Trevino, Lisa ;
Dewal, Ninad ;
Muzny, Donna M. ;
Doddapaneni, Harshavardhan ;
Hu, Jianhong ;
Wang, Linghua ;
Lupo, Philip J. ;
Hicks, M. John ;
Bonilla, Diana L. ;
Dwyer, Karen C. ;
Berres, Marie-Luise ;
Poulikakos, Poulikos I. ;
Merad, Miriam ;
McClain, Kenneth L. ;
Wheeler, David A. ;
Allen, Carl E. ;
Parsons, D. Williams .
BLOOD, 2014, 124 (19) :3007-3015
[3]   AAML03P1, a pilot study of the safety of gemtuzumab ozogamicin in combination with chemotherapy for newly diagnosed childhood acute myeloid leukemia [J].
Cooper, Todd M. ;
Franklin, Janet ;
Gerbing, Robert B. ;
Alonzo, Todd A. ;
Hurwitz, Craig ;
Raimondi, Susana C. ;
Hirsch, Betsy ;
Smith, Franklin O. ;
Mathew, Prasad ;
Arceci, Robert J. ;
Feusner, James ;
Iannone, Robert ;
Lavey, Robert S. ;
Meshinchi, Soheil ;
Gamis, Alan .
CANCER, 2012, 118 (03) :761-769
[4]  
Ester M., 1996, KDD-96 Proceedings. Second International Conference on Knowledge Discovery and Data Mining, P226
[5]   The impact of FLT3 internal tandem duplication mutant level, number, size, and interaction with NPM1 mutations in a large cohort of young adult patients with acute myeloid leukemia [J].
Gale, Rosemary E. ;
Green, Claire ;
Allen, Christopher ;
Mead, Adam J. ;
Burnett, Alan K. ;
Hils, Robert K. ;
Linch, David C. .
BLOOD, 2008, 111 (05) :2776-2784
[6]   Gemtuzumab Ozogamicin in Children and Adolescents With De Novo Acute Myeloid Leukemia Improves Event-Free Survival by Reducing Relapse Risk: Results From the Randomized Phase III Children's Oncology Group Trial AAML0531 [J].
Gamis, Alan S. ;
Alonzo, Todd A. ;
Meshinchi, Soheil ;
Sung, Lillian ;
Gerbing, Robert B. ;
Raimondi, Susana C. ;
Hirsch, Betsy A. ;
Kahwash, Samir B. ;
Heerema-McKenney, Amy ;
Winter, Laura ;
Glick, Kathleen ;
Davies, Stella M. ;
Byron, Patti ;
Smith, Franklin O. ;
Aplenc, Richard .
JOURNAL OF CLINICAL ONCOLOGY, 2014, 32 (27) :3021-+
[7]   ITD Assembler: An algorithm for internal tandem duplication discovery from short-read sequencing data [J].
Hampton, Oliver A. ;
Rustagi, Navin ;
Li, Jie ;
Xi, Liu ;
Gibbs, Richard A. ;
Plon, Sharon E. ;
Kimmel, Marek ;
Wheeler, David A. .
CANCER RESEARCH, 2015, 75
[8]   The Prognostic Effect of High Diagnostic WT1 Gene Expression in Pediatric AML Depends on WT1 SNP rs16754 Status: Report From the Children's Oncology Group [J].
Ho, Phoenix A. ;
Alonzo, Todd A. ;
Gerbing, Robert B. ;
Kuhn, Julia ;
Pollard, Jessica A. ;
Hirsch, Betsy ;
Raimondi, Susana C. ;
Gamis, Alan S. ;
Meshinchi, Soheil .
PEDIATRIC BLOOD & CANCER, 2014, 61 (01) :81-88
[9]   Leukemic Mutations in the Methylation-Associated Genes DNMT3A and IDH2 Are Rare Events in Pediatric AML: A Report From the Children's Oncology Group [J].
Ho, Phoenix A. ;
Kutny, Matthew A. ;
Alonzo, Todd A. ;
Gerbing, Robert B. ;
Joaquin, Jason ;
Raimondi, Susana C. ;
Gamis, Alan S. ;
Meshinchi, Soheil .
PEDIATRIC BLOOD & CANCER, 2011, 57 (02) :204-209
[10]   Outcomes in CCG-2961, a Children's Oncology Group Phase 3 Trial for untreated pediatric acute myeloid leukemia: a report from the Children's Oncology Group [J].
Lange, Beverly J. ;
Smith, Franklin O. ;
Feusner, James ;
Barnard, Dorothy R. ;
Dinndorf, Patricia ;
Feig, Stephen ;
Heerema, Nyla A. ;
Arndt, Carola ;
Arceci, Robert J. ;
Seibel, Nita ;
Weiman, Margie ;
Dusenbery, Kathryn ;
Shannon, Kevin ;
Luna-Fineman, Sandra ;
Gerbing, Robert B. ;
Alonzo, Todd A. .
BLOOD, 2008, 111 (03) :1044-1053