Skip to main content
Top
Published in: BMC Cancer 1/2013

Open Access 01-12-2013 | Research article

Hierarchical cluster analysis of immunophenotype classify AML patients with NPM1 gene mutation into two groups with distinct prognosis

Authors: Chien-Yuan Chen, Wen-Chien Chou, Woei Tsay, Jih-Luh Tang, Ming Yao, Sheng-Yi Huang, Hwei-Fang Tien

Published in: BMC Cancer | Issue 1/2013

Login to get access

Abstract

Background

The prognostic implication of immunophenotyping in acute myeloid leukemia (AML) patients with NPM1 mutation remains unclear.

Methods

Ninety-four of 543 AML patients diagnosed with NPM1 mutation between 1987 and 2007 were studied. The expression of surface antigens on leukemic cells was evaluated with respect to clinical manifestations and outcomes. In order to validate the prognostic effect of the immunophenotypic cluster, another 36 patients with NPM1 mutation diagnosed between 2008 and 2010 were analyzed.

Results

Ninety-four patients with NPM1 mutations and complete immunophenotyping data were enrolled for a hierarchical cluster analysis and the result was correlated with clinico-laboratory characteristics. Clustering analysis divided the patients with NPM1 mutations into the following two groups: group I, CD34(−)/CD7(−), but with variable expression of HLA-DR; and group II, HLA DR(+)/CD34(+)/CD7(+). With a median follow-up of 53 months, the group II patients had a significantly shorter relapse-free survival (RFS, median: 3 vs. 23 months, p = 0.006) and overall survival (OS, median: 11 vs. 40 months, p = 0.02) than group I patients. Multivariate analysis of variables, including clinico-laboratory data and other gene mutations revealed that the immunophenotypic cluster is an independent prognostic factor (RFS, p = 0.002; OS, p = 0.024). In order to confirm the prognostic effect of the immunophenotypic cluster, another 36 patients with NPM1 mutation diagnosed between 2008 and 2010 were validated. Hierarchical cluster analysis also showed two distinct clusters, group I patient showed significant better RFS (p = 0.021), and OS (p = 0.055). In total, we stratified 130 NPM1-mutant patients, by FLT3-ITD mutation and immunophenotypic cluster into distinct prognostic groups (RFS, p < 0.001 and OS, p = 0.017).

Conclusions

Among NPM1-mutated AML, the antigen expression pattern of HLADR(+) CD34(+) CD7(+) is associated with a poor prognosis, independent to the FLT3-ITD mutation.
Appendix
Available only for authorised users
Literature
1.
go back to reference Te Kronnie G, Bicciato S, Basso G: Acute leukemia subclassification: a marker protein expression perspective. Hematology. 2004, 9: 165-170. 10.1080/10245330410001701558.CrossRefPubMed Te Kronnie G, Bicciato S, Basso G: Acute leukemia subclassification: a marker protein expression perspective. Hematology. 2004, 9: 165-170. 10.1080/10245330410001701558.CrossRefPubMed
2.
go back to reference Weir EG, Borowitz MJ: Flow cytometry in the diagnosis of acute leukemia. Semin Hematol. 2001, 38: 124-138. 10.1016/S0037-1963(01)90046-0.CrossRefPubMed Weir EG, Borowitz MJ: Flow cytometry in the diagnosis of acute leukemia. Semin Hematol. 2001, 38: 124-138. 10.1016/S0037-1963(01)90046-0.CrossRefPubMed
3.
go back to reference Campana D: Minimal residual disease studies in acute leukemia. Am J Clin Pathol. 2004, 122 (Suppl): S47-S57.PubMed Campana D: Minimal residual disease studies in acute leukemia. Am J Clin Pathol. 2004, 122 (Suppl): S47-S57.PubMed
4.
go back to reference Kern W, Haferlach C, Haferlach T, Schnittger S: Monitoring of minimal residual disease in acute myeloid leukemia. Cancer. 2008, 112: 4-16. 10.1002/cncr.23128.CrossRefPubMed Kern W, Haferlach C, Haferlach T, Schnittger S: Monitoring of minimal residual disease in acute myeloid leukemia. Cancer. 2008, 112: 4-16. 10.1002/cncr.23128.CrossRefPubMed
5.
go back to reference Vidriales MB, San-Miguel JF, Orfao A, Coustan-Smith E, Campana D: Minimal residual disease monitoring by flow cytometry. Best Pract Res Clin Haematol. 2003, 16: 599-612. 10.1016/S1521-6926(03)00067-7.CrossRefPubMed Vidriales MB, San-Miguel JF, Orfao A, Coustan-Smith E, Campana D: Minimal residual disease monitoring by flow cytometry. Best Pract Res Clin Haematol. 2003, 16: 599-612. 10.1016/S1521-6926(03)00067-7.CrossRefPubMed
6.
go back to reference Hrusak O, Porwit-MacDonald A: Antigen expression patterns reflecting genotype of acute leukemias. Leukemia. 2002, 16: 1233-1258. 10.1038/sj.leu.2402504.CrossRefPubMed Hrusak O, Porwit-MacDonald A: Antigen expression patterns reflecting genotype of acute leukemias. Leukemia. 2002, 16: 1233-1258. 10.1038/sj.leu.2402504.CrossRefPubMed
7.
go back to reference Lin LI, Chen CY, Lin DT, Tsay W, Tang JL, Yeh YC, Shen HL, Su FH, Yao M, Huang SY, Tien HF: Characterization of CEBPA mutations in acute myeloid leukemia: most patients with CEBPA mutations have biallelic mutations and show a distinct immunophenotype of the leukemic cells. Clin Cancer Res. 2005, 11: 1372-1379. 10.1158/1078-0432.CCR-04-1816.CrossRefPubMed Lin LI, Chen CY, Lin DT, Tsay W, Tang JL, Yeh YC, Shen HL, Su FH, Yao M, Huang SY, Tien HF: Characterization of CEBPA mutations in acute myeloid leukemia: most patients with CEBPA mutations have biallelic mutations and show a distinct immunophenotype of the leukemic cells. Clin Cancer Res. 2005, 11: 1372-1379. 10.1158/1078-0432.CCR-04-1816.CrossRefPubMed
8.
go back to reference Falini B, Mecucci C, Tiacci E, Alcalay M, Rosati R, Pasqualucci L, La Starza R, Diverio D, Colombo E, Santucci A, Bigerna B, Pacini R, Pucciarini A, Liso A, Vignetti M, Fazi P, Meani N, Pettirossi V, Saglio G, Mandelli F, Lo-Coco F, Pelicci PG, Martelli MF, GIMEMA Acute Leukemia Working Party: Cytoplasmic nucleophosmin in acute myelogenous leukemia with a normal karyotype. N Engl J Med. 2005, 352: 254-266. 10.1056/NEJMoa041974.CrossRefPubMed Falini B, Mecucci C, Tiacci E, Alcalay M, Rosati R, Pasqualucci L, La Starza R, Diverio D, Colombo E, Santucci A, Bigerna B, Pacini R, Pucciarini A, Liso A, Vignetti M, Fazi P, Meani N, Pettirossi V, Saglio G, Mandelli F, Lo-Coco F, Pelicci PG, Martelli MF, GIMEMA Acute Leukemia Working Party: Cytoplasmic nucleophosmin in acute myelogenous leukemia with a normal karyotype. N Engl J Med. 2005, 352: 254-266. 10.1056/NEJMoa041974.CrossRefPubMed
9.
go back to reference Alcalay M, Tiacci E, Bergomas R, Bigerna B, Venturini E, Minardi SP, Meani N, Diverio D, Bernard L, Tizzoni L, Volorio S, Luzi L, Colombo E, Lo Coco F, Mecucci C, Falini B, Pelicci PG: Acute myeloid leukemia bearing cytoplasmic nucleophosmin (NPMc + AML) shows a distinct gene expression profile characterized by up-regulation of genes involved in stem-cell maintenance. Blood. 2005, 106: 899-902. 10.1182/blood-2005-02-0560.CrossRefPubMed Alcalay M, Tiacci E, Bergomas R, Bigerna B, Venturini E, Minardi SP, Meani N, Diverio D, Bernard L, Tizzoni L, Volorio S, Luzi L, Colombo E, Lo Coco F, Mecucci C, Falini B, Pelicci PG: Acute myeloid leukemia bearing cytoplasmic nucleophosmin (NPMc + AML) shows a distinct gene expression profile characterized by up-regulation of genes involved in stem-cell maintenance. Blood. 2005, 106: 899-902. 10.1182/blood-2005-02-0560.CrossRefPubMed
10.
go back to reference Falini B, Nicoletti I, Martelli MF, Mecucci C: Acute myeloid leukemia carrying cytoplasmic/mutated nucleophosmin (NPMc + AML): biologic and clinical features. Blood. 2007, 109: 874-885.CrossRefPubMed Falini B, Nicoletti I, Martelli MF, Mecucci C: Acute myeloid leukemia carrying cytoplasmic/mutated nucleophosmin (NPMc + AML): biologic and clinical features. Blood. 2007, 109: 874-885.CrossRefPubMed
11.
go back to reference Chou WC, Tang JL, Lin LI, Yao M, Tsay W, Chen CY, Wu SJ, Huang CF, Chiou RJ, Tseng MH, Lin DT, Lin KH, Chen YC, Tien HF: Nucleophosmin mutations in de novo acute myeloid leukemia: the age-dependent incidences and the stability during disease evolution. Cancer Res. 2006, 66: 3310-3316. 10.1158/0008-5472.CAN-05-4316.CrossRefPubMed Chou WC, Tang JL, Lin LI, Yao M, Tsay W, Chen CY, Wu SJ, Huang CF, Chiou RJ, Tseng MH, Lin DT, Lin KH, Chen YC, Tien HF: Nucleophosmin mutations in de novo acute myeloid leukemia: the age-dependent incidences and the stability during disease evolution. Cancer Res. 2006, 66: 3310-3316. 10.1158/0008-5472.CAN-05-4316.CrossRefPubMed
12.
go back to reference Legrand O, Perrot JY, Baudard M, Cordier A, Lautier R, Simonin G, Zittoun R, Casadevall N, Marie JP: The immunophenotype of 177 adults with acute myeloid leukemia: proposal of a prognostic score. Blood. 2000, 96: 870-877.PubMed Legrand O, Perrot JY, Baudard M, Cordier A, Lautier R, Simonin G, Zittoun R, Casadevall N, Marie JP: The immunophenotype of 177 adults with acute myeloid leukemia: proposal of a prognostic score. Blood. 2000, 96: 870-877.PubMed
13.
go back to reference Tucker J, Dorey E, Gregory WM, Simpson AP, Amess JA, Lister TA, Horton MA: Immunophenotype of blast cells in acute myeloid leukemia may be a useful predictive factor for outcome. Hematol Oncol. 1990, 8: 47-58. 10.1002/hon.2900080107.CrossRefPubMed Tucker J, Dorey E, Gregory WM, Simpson AP, Amess JA, Lister TA, Horton MA: Immunophenotype of blast cells in acute myeloid leukemia may be a useful predictive factor for outcome. Hematol Oncol. 1990, 8: 47-58. 10.1002/hon.2900080107.CrossRefPubMed
14.
go back to reference Pagano L, Mele L, Fianchi L, Rutella S, Piscitelli R, Leone G, Pulsoni A, De Fabritiis P, Foà R, Mandelli F, Visani G, Piccaluga P, Di Bona E, Cerri R, Risso M, Tosti ME, Venditti A, GIMEMA Study Group on Secondary Leukemias: Immunophenotypic analysis in 119 patients with acute myeloid leukemia following a previous malignancy: a comparison with the immunophenotype of 231 de novo AML. Haematologica. 2003, 88: 225-227.PubMed Pagano L, Mele L, Fianchi L, Rutella S, Piscitelli R, Leone G, Pulsoni A, De Fabritiis P, Foà R, Mandelli F, Visani G, Piccaluga P, Di Bona E, Cerri R, Risso M, Tosti ME, Venditti A, GIMEMA Study Group on Secondary Leukemias: Immunophenotypic analysis in 119 patients with acute myeloid leukemia following a previous malignancy: a comparison with the immunophenotype of 231 de novo AML. Haematologica. 2003, 88: 225-227.PubMed
15.
go back to reference Schabath R, Ratei R, Ludwig WD: The prognostic significance of antigen expression in leukaemia. Best Pract Res Clin Haematol. 2003, 16: 613-628. 10.1016/S1521-6926(03)00087-2.CrossRefPubMed Schabath R, Ratei R, Ludwig WD: The prognostic significance of antigen expression in leukaemia. Best Pract Res Clin Haematol. 2003, 16: 613-628. 10.1016/S1521-6926(03)00087-2.CrossRefPubMed
16.
go back to reference Mason KD, Juneja SK, Szer J: The immunophenotype of acute myeloid leukemia: is there a relationship with prognosis?. Blood Rev. 2006, 20: 71-82. 10.1016/j.blre.2005.08.002.CrossRefPubMed Mason KD, Juneja SK, Szer J: The immunophenotype of acute myeloid leukemia: is there a relationship with prognosis?. Blood Rev. 2006, 20: 71-82. 10.1016/j.blre.2005.08.002.CrossRefPubMed
17.
go back to reference Chen CY, Yao M, Tang JL, Tsay W, Wang CC, Chou WC, Su IJ, Lee FY, Liu MC, Tien HF: Chromosomal abnormalities of 200 Chinese patients with non-Hodgkin’s lymphoma in Taiwan: with special reference to T-cell lymphoma. Ann Oncol. 2004, 15: 1091-1096. 10.1093/annonc/mdh263.CrossRefPubMed Chen CY, Yao M, Tang JL, Tsay W, Wang CC, Chou WC, Su IJ, Lee FY, Liu MC, Tien HF: Chromosomal abnormalities of 200 Chinese patients with non-Hodgkin’s lymphoma in Taiwan: with special reference to T-cell lymphoma. Ann Oncol. 2004, 15: 1091-1096. 10.1093/annonc/mdh263.CrossRefPubMed
19.
go back to reference Shiah HS, Kuo YY, Tang JL, Huang SY, Yao M, Tsay W, Chen YC, Wang CH, Shen MC, Lin DT, Lin KH, Tien HF: Clinical and biological implications of partial tandem duplication of the MLL gene in acute myeloid leukemia without chromosomal abnormalities at 11q23. Leukemia. 2002, 16: 196-202. 10.1038/sj.leu.2402352.CrossRefPubMed Shiah HS, Kuo YY, Tang JL, Huang SY, Yao M, Tsay W, Chen YC, Wang CH, Shen MC, Lin DT, Lin KH, Tien HF: Clinical and biological implications of partial tandem duplication of the MLL gene in acute myeloid leukemia without chromosomal abnormalities at 11q23. Leukemia. 2002, 16: 196-202. 10.1038/sj.leu.2402352.CrossRefPubMed
20.
go back to reference Hou HA, Huang TC, Lin LI, Liu CY, Chen CY, Chou WC, Tang JL, Tseng MH, Huang CF, Chiang YC, Lee FY, Liu MC, Yao M, Huang SY, Ko BS, Hsu SC, Wu SJ, Tsay W, Chen YC, Tien HF: WT1 mutation in 470 adult patients with acute myeloid leukemia-stability during disease evolution and implication of its incorporation into a survival scoring system. Blood. 2010, 115: 5222-31. 10.1182/blood-2009-12-259390.CrossRefPubMed Hou HA, Huang TC, Lin LI, Liu CY, Chen CY, Chou WC, Tang JL, Tseng MH, Huang CF, Chiang YC, Lee FY, Liu MC, Yao M, Huang SY, Ko BS, Hsu SC, Wu SJ, Tsay W, Chen YC, Tien HF: WT1 mutation in 470 adult patients with acute myeloid leukemia-stability during disease evolution and implication of its incorporation into a survival scoring system. Blood. 2010, 115: 5222-31. 10.1182/blood-2009-12-259390.CrossRefPubMed
21.
go back to reference Tang JL, Hou HA, Chen CY, Liu CY, Chou WC, Tseng MH, Huang CF, Lee FY, Liu MC, Yao M, Huang SY, Ko BS, Hsu SC, Wu SJ, Tsay W, Chen YC, Lin LI, Tien HF: AML1/RUNX1 mutations in 470 adult patients with de novo acute myeloid leukemia: prognostic implication and interaction with other gene alterations. Blood. 2009, 114: 5352-61. 10.1182/blood-2009-05-223784.CrossRefPubMed Tang JL, Hou HA, Chen CY, Liu CY, Chou WC, Tseng MH, Huang CF, Lee FY, Liu MC, Yao M, Huang SY, Ko BS, Hsu SC, Wu SJ, Tsay W, Chen YC, Lin LI, Tien HF: AML1/RUNX1 mutations in 470 adult patients with de novo acute myeloid leukemia: prognostic implication and interaction with other gene alterations. Blood. 2009, 114: 5352-61. 10.1182/blood-2009-05-223784.CrossRefPubMed
22.
go back to reference Habib LK, Finn WG: Unsupervised immunophenotypic profiling of chronic lymphocytic leukemia. Cytometry B Clin Cytom. 2006, 70: 124-35.CrossRefPubMed Habib LK, Finn WG: Unsupervised immunophenotypic profiling of chronic lymphocytic leukemia. Cytometry B Clin Cytom. 2006, 70: 124-35.CrossRefPubMed
23.
go back to reference Zucchetto A, Sonego P, Degan M, Bomben R, Dal Bo M, Russo S, Attadia V, Rupolo M, Buccisano F, Del Principe MI, Del Poeta G, Pucillo C, Colombatti A, Campanini R, Gattei V: Signature of B-CLL with different prognosis by Shrunken centroids of surface antigen expression profiling. J Cell Physiol. 2005, 204: 113-23. 10.1002/jcp.20269.CrossRefPubMed Zucchetto A, Sonego P, Degan M, Bomben R, Dal Bo M, Russo S, Attadia V, Rupolo M, Buccisano F, Del Principe MI, Del Poeta G, Pucillo C, Colombatti A, Campanini R, Gattei V: Signature of B-CLL with different prognosis by Shrunken centroids of surface antigen expression profiling. J Cell Physiol. 2005, 204: 113-23. 10.1002/jcp.20269.CrossRefPubMed
24.
go back to reference Nomdedeu J, Bussaglia E, Villamor N, Martinez C, Esteve J, Tormo M, Estivill C, Queipo MP, Guardia R, Carricondo M, Hoyos M, Llorente A, Juncà J, Gallart M, Domingo A, Bargay J, Mascaró M, Moraleda JM, Florensa L, Ribera JM, Gallardo D, Brunet S, Aventin A, Sierra J, Spanish CETLAM: Immunophenotype of acute myeloid leukemia with NPM mutations: Prognostic impact of the leukemic compartment size. Leuk Res. 2011, 35: 163-8. 10.1016/j.leukres.2010.05.015.CrossRefPubMed Nomdedeu J, Bussaglia E, Villamor N, Martinez C, Esteve J, Tormo M, Estivill C, Queipo MP, Guardia R, Carricondo M, Hoyos M, Llorente A, Juncà J, Gallart M, Domingo A, Bargay J, Mascaró M, Moraleda JM, Florensa L, Ribera JM, Gallardo D, Brunet S, Aventin A, Sierra J, Spanish CETLAM: Immunophenotype of acute myeloid leukemia with NPM mutations: Prognostic impact of the leukemic compartment size. Leuk Res. 2011, 35: 163-8. 10.1016/j.leukres.2010.05.015.CrossRefPubMed
25.
go back to reference Chang H, Salma F, Yi QL, Patterson B, Brien B, Minden MD: Prognostic relevance of immunophenotyping in 379 patients with acute myeloid leukemia. Leuk Res. 2004, 28: 43-8. 10.1016/S0145-2126(03)00180-2.CrossRefPubMed Chang H, Salma F, Yi QL, Patterson B, Brien B, Minden MD: Prognostic relevance of immunophenotyping in 379 patients with acute myeloid leukemia. Leuk Res. 2004, 28: 43-8. 10.1016/S0145-2126(03)00180-2.CrossRefPubMed
26.
go back to reference Solary E, Casasnovas RO, Campos L, Béné MC, Faure G, Maingon P, Falkenrodt A, Lenormand B, Genetet N: Surface markers in adult acute myeloblastic leukemia: correlation of CD19+, CD34+ and CD14+/DR–phenotypes with shorter survival. Groupe d’Etude Immunologique des Leucémies (GEIL). Leukemia. 1992, 6: 393-9.PubMed Solary E, Casasnovas RO, Campos L, Béné MC, Faure G, Maingon P, Falkenrodt A, Lenormand B, Genetet N: Surface markers in adult acute myeloblastic leukemia: correlation of CD19+, CD34+ and CD14+/DR–phenotypes with shorter survival. Groupe d’Etude Immunologique des Leucémies (GEIL). Leukemia. 1992, 6: 393-9.PubMed
27.
go back to reference Tien HF, Wang CH, Lin MT, Lee FY, Liu MC, Chuang SM, Chen YC, Shen MC, Lin KH, Lin DT: Correlation of cytogenetic results with immunophenotype, genotype, clinical features, and ras mutation in acute myeloid leukemia. A study of 235 Chinese patients in Taiwan. Cancer Genet Cytogenet. 1995, 84: 60-8. 10.1016/0165-4608(95)00084-4.CrossRefPubMed Tien HF, Wang CH, Lin MT, Lee FY, Liu MC, Chuang SM, Chen YC, Shen MC, Lin KH, Lin DT: Correlation of cytogenetic results with immunophenotype, genotype, clinical features, and ras mutation in acute myeloid leukemia. A study of 235 Chinese patients in Taiwan. Cancer Genet Cytogenet. 1995, 84: 60-8. 10.1016/0165-4608(95)00084-4.CrossRefPubMed
28.
go back to reference Bradstock K, Matthews J, Benson E, Page F, Bishop J, Australian Leukaemia Study Group: Prognostic value of immunophenotyping in acute myeloid leukemia. Blood. 1994, 84: 1220-5.PubMed Bradstock K, Matthews J, Benson E, Page F, Bishop J, Australian Leukaemia Study Group: Prognostic value of immunophenotyping in acute myeloid leukemia. Blood. 1994, 84: 1220-5.PubMed
29.
go back to reference Falini B, Macijewski K, Weiss T, Bacher U, Schnittger S, Kern W, Kohlmann A, Klein HU, Vignetti M, Piciocchi A, Fazi P, Martelli MP, Vitale A, Pileri S, Miesner M, Santucci A, Haferlach C, Mandelli F, Haferlach T: Multilineage dysplasia has no impact on biological, clinico-pathological and prognostic features of AML with mutated nucleophosmin (NPM1). Blood. 2010, 115: 3776-86. 10.1182/blood-2009-08-240457.CrossRefPubMed Falini B, Macijewski K, Weiss T, Bacher U, Schnittger S, Kern W, Kohlmann A, Klein HU, Vignetti M, Piciocchi A, Fazi P, Martelli MP, Vitale A, Pileri S, Miesner M, Santucci A, Haferlach C, Mandelli F, Haferlach T: Multilineage dysplasia has no impact on biological, clinico-pathological and prognostic features of AML with mutated nucleophosmin (NPM1). Blood. 2010, 115: 3776-86. 10.1182/blood-2009-08-240457.CrossRefPubMed
30.
go back to reference Haferlach C, Mecucci C, Schnittger S, Kohlmann A, Mancini M, Cuneo A, Testoni N, Rege-Cambrin G, Santucci A, Vignetti M, Fazi P, Martelli MP, Haferlach T, Falini B: AML with mutated NPM1 carrying a normal or aberrant karyotype show overlapping biologic, pathologic, immunophenotypic, and prognostic features. Blood. 2009, 114: 3024-32. 10.1182/blood-2009-01-197871.CrossRefPubMed Haferlach C, Mecucci C, Schnittger S, Kohlmann A, Mancini M, Cuneo A, Testoni N, Rege-Cambrin G, Santucci A, Vignetti M, Fazi P, Martelli MP, Haferlach T, Falini B: AML with mutated NPM1 carrying a normal or aberrant karyotype show overlapping biologic, pathologic, immunophenotypic, and prognostic features. Blood. 2009, 114: 3024-32. 10.1182/blood-2009-01-197871.CrossRefPubMed
31.
go back to reference Boissel N, Cayuela JM, Preudhomme C, Thomas X, Grardel N, Fund X, Tigaud I, Raffoux E, Rousselot P, Sigaux F, Degos L, Castaigne S, Fenaux P, Dombret H: Prognostic significance of FLT3 internal tandem repeat in patients with de novo acute myeloid leukemia treated with reinforced courses of chemotherapy. Leukemia. 2002, 16: 1699-704. 10.1038/sj.leu.2402622.CrossRefPubMed Boissel N, Cayuela JM, Preudhomme C, Thomas X, Grardel N, Fund X, Tigaud I, Raffoux E, Rousselot P, Sigaux F, Degos L, Castaigne S, Fenaux P, Dombret H: Prognostic significance of FLT3 internal tandem repeat in patients with de novo acute myeloid leukemia treated with reinforced courses of chemotherapy. Leukemia. 2002, 16: 1699-704. 10.1038/sj.leu.2402622.CrossRefPubMed
32.
go back to reference Mardis ER, Ding L, Dooling DJ, Larson DE, McLellan MD, Chen K, Koboldt DC, Fulton RS, Delehaunty KD, McGrath SD, Fulton LA, Locke DP, Magrini VJ, Abbott RM, Vickery TL, Reed JS, Robinson JS, Wylie T, Smith SM, Carmichael L, Eldred JM, Harris CC, Walker J, Peck JB, Du F, Dukes AF, Sanderson GE, Brummett AM, Clark E, McMichael JF: Recurring mutations found by sequencing an acute myeloid leukemia genome. N Engl J Med. 2009, 361: 1058-66. 10.1056/NEJMoa0903840.CrossRefPubMedPubMedCentral Mardis ER, Ding L, Dooling DJ, Larson DE, McLellan MD, Chen K, Koboldt DC, Fulton RS, Delehaunty KD, McGrath SD, Fulton LA, Locke DP, Magrini VJ, Abbott RM, Vickery TL, Reed JS, Robinson JS, Wylie T, Smith SM, Carmichael L, Eldred JM, Harris CC, Walker J, Peck JB, Du F, Dukes AF, Sanderson GE, Brummett AM, Clark E, McMichael JF: Recurring mutations found by sequencing an acute myeloid leukemia genome. N Engl J Med. 2009, 361: 1058-66. 10.1056/NEJMoa0903840.CrossRefPubMedPubMedCentral
33.
go back to reference Green CL, Evans CM, Zhao L, Hills RK, Burnett AK, Linch DC, Gale RE: The prognostic significance of IDH2 mutations in AML depends on the location of the mutation. Blood. 2011, 118: 409-12. 10.1182/blood-2010-12-322479.CrossRefPubMed Green CL, Evans CM, Zhao L, Hills RK, Burnett AK, Linch DC, Gale RE: The prognostic significance of IDH2 mutations in AML depends on the location of the mutation. Blood. 2011, 118: 409-12. 10.1182/blood-2010-12-322479.CrossRefPubMed
34.
go back to reference Ley TJ, Ding L, Walter MJ, McLellan MD, Lamprecht T, Larson DE, Kandoth C, Payton JE, Baty J, Welch J, Harris CC, Lichti CF, Townsend RR, Fulton RS, Dooling DJ, Koboldt DC, Schmidt H, Zhang Q, Osborne JR, Lin L, O’Laughlin M, McMichael JF, Delehaunty KD, McGrath SD, Fulton LA, Magrini VJ, Vickery TL, Hundal J, Cook LL, Conyers JJ: DNMT3A mutations in acute myeloid leukemia. N Engl J Med. 2010, 363: 2424-33. 10.1056/NEJMoa1005143.CrossRefPubMedPubMedCentral Ley TJ, Ding L, Walter MJ, McLellan MD, Lamprecht T, Larson DE, Kandoth C, Payton JE, Baty J, Welch J, Harris CC, Lichti CF, Townsend RR, Fulton RS, Dooling DJ, Koboldt DC, Schmidt H, Zhang Q, Osborne JR, Lin L, O’Laughlin M, McMichael JF, Delehaunty KD, McGrath SD, Fulton LA, Magrini VJ, Vickery TL, Hundal J, Cook LL, Conyers JJ: DNMT3A mutations in acute myeloid leukemia. N Engl J Med. 2010, 363: 2424-33. 10.1056/NEJMoa1005143.CrossRefPubMedPubMedCentral
Metadata
Title
Hierarchical cluster analysis of immunophenotype classify AML patients with NPM1 gene mutation into two groups with distinct prognosis
Authors
Chien-Yuan Chen
Wen-Chien Chou
Woei Tsay
Jih-Luh Tang
Ming Yao
Sheng-Yi Huang
Hwei-Fang Tien
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2013
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/1471-2407-13-107

Other articles of this Issue 1/2013

BMC Cancer 1/2013 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine