Functional proteomic profiling of AML predicts response and survival

被引:196
作者
Kornblau, Steven M. [1 ,2 ]
Tibes, Raoul [3 ]
Qiu, Yi Hua [1 ,2 ]
Chen, Wenjing [1 ,2 ]
Kantarjian, Hagop M. [4 ]
Andreeff, Michael [1 ,2 ]
Coombes, Kevin R. [5 ]
Mills, Gordon B. [6 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Stem Cell Transplantat, Houston, TX 77030 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Cellular Therapy, Houston, TX 77030 USA
[3] Translat Genom Res Inst, Phoenix, AZ USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Leukemia, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX 77030 USA
[6] Univ Texas MD Anderson Canc Ctr, Dept Syst Biol, Houston, TX 77030 USA
基金
美国国家卫生研究院;
关键词
ACUTE MYELOID-LEUKEMIA; ACUTE MYELOGENOUS LEUKEMIA; PHASE PROTEIN MICROARRAYS; GENE-EXPRESSION; PROGNOSTIC IMPACT; POOR-PROGNOSIS; CELL-LINES; CANCER; MUTATIONS; PATHWAY;
D O I
10.1182/blood-2007-10-119438
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Because protein function regulates the phenotypic characteristics of cancer, a functional proteomic classification system could provide important information for pathogenesis and prognosis. With the goal of ultimately developing a proteomic-based classification of acute myeloid leukemia (AML), we assayed leukemia-enriched cells from 256 newly diagnosed AML patients, for 51 total and phosphoproteins from apoptosis, cell-cycle, and signal-transduction pathways, using reverse-phase protein arrays. Expression in matched blood and marrow samples were similar for 44 proteins; another 7 had small fold changes (8%-55%), suggesting that functional proteomics of leukemia-enriched cells in the marrow and periphery are similar. Protein expression patterns were independent of clinical characteristics. However, 24 proteins were significantly different between French-American-British subtypes, defining distinct signatures for each. Expression signatures for AML with cytogenetic abnormalities involving -5 or -7 were similar suggesting mechanistic commonalities. Distinct expression patterns for FMS-like tyrosine kinase 3-internal tandem duplication were also identified. Principal component analysis defined 7 protein signature groups, with prognostic information distinct from cytogenetics that correlated with remission attainment, relapse, and overall survival. In conclusion, protein expression profiling patterns in AML correlate with known morphologic features, cytogenetics, and outcome. Confirmation in independent studies may also provide pathophysiologic insights facilitating triage of patients to emerging targeted therapies. (Blood. 2009; 113: 154-164)
引用
收藏
页码:154 / 164
页数:11
相关论文
共 43 条
[11]   Protein kinase B (PKB/Akt) - a key regulator of glucose transport? [J].
Hajduch, E ;
Litherland, GJ ;
Hundal, HS .
FEBS LETTERS, 2001, 492 (03) :199-203
[12]   The hallmarks of cancer [J].
Hanahan, D ;
Weinberg, RA .
CELL, 2000, 100 (01) :57-70
[13]   Tandem-duplicated Flt3 constitutively activates STAT5 and MAP kinase and introduces autonomous cell growth in IL-3-dependent cell lines [J].
Hayakawa, F ;
Towatari, M ;
Kiyoi, H ;
Tanimoto, M ;
Kitamura, T ;
Saito, H ;
Naoe, T .
ONCOGENE, 2000, 19 (05) :624-631
[14]   Immunohistochemical signal amplification by catalyzed reporter deposition and its application in double immunostaining [J].
Hunyady, B ;
Krempels, K ;
Harta, G ;
Mezey, E .
JOURNAL OF HISTOCHEMISTRY & CYTOCHEMISTRY, 1996, 44 (12) :1353-1362
[15]   Elevated expression of the apoptotic regulator Mcl-1 at the time of leukemic relapse [J].
Kaufmann, SH ;
Karp, JE ;
Svingen, PA ;
Krajewski, S ;
Burke, PJ ;
Gore, SD ;
Reed, JC .
BLOOD, 1998, 91 (03) :991-1000
[16]   Bootstrapping cluster analysis: Assessing the reliability of conclusions from microarray experiments [J].
Kerr, MK ;
Churchill, GA .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (16) :8961-8965
[17]   Comparative analysis of the effects of sample source and test methodology on the assessment of protein expression in acute myelogenous leukemia [J].
Kornblau, SM ;
Womble, M ;
Cade, JS ;
Lemker, E ;
Qiu, YH .
LEUKEMIA, 2005, 19 (09) :1550-1557
[18]  
KORNBLAU SM, 1994, BLOOD, V84, P256
[19]  
Kornblau SM, 2000, CLIN CANCER RES, V6, P1401
[20]  
KORNBLAU SM, 2007, AM SOC HEM 40 ANN M