Skip to main content
Top
Published in: Medical Oncology 3/2014

01-03-2014 | Original Paper

Reduced ABCG2 and increased SLC22A1 mRNA expression are associated with imatinib response in chronic myeloid leukemia

Authors: Luciene Terezina de Lima, Douglas Vivona, Carolina Tosin Bueno, Rosario D. C. Hirata, Mario H. Hirata, André D. Luchessi, Fabíola Attié de Castro, Maria de Lourdes F. Chauffaille, Maria A. Zanichelli, Carlos S. Chiattone, Vania T. M. Hungria, Elvira M. Guerra-Shinohara

Published in: Medical Oncology | Issue 3/2014

Login to get access

Abstract

Imatinib mesylate (IM) has become a standard of care in chronic myeloid leukemia (CML) therapy. Single nucleotide polymorphisms (SNPs) and altered expression in drug transporter genes may influence IM response. In order to investigate whether mRNA expression and SNPs in drug transporters are associated with IM resistance, we studied 118 chronic-phase CML patients receiving the standard dose of IM (400 mg/day). They were assigned as responders and non-responders according to European LeukemiaNet criteria (2009). mRNA expression in samples at diagnosis (without IM therapy) and outcomes after IM failure were also evaluated in subgroups of patients. Major molecular response (MMR), complete molecular response and primary and secondary resistance were all assessed. BCR-ABL1, ABCB1, ABCG2, SLC22A1 and SLCO1A2 mRNA expression and SNPs in ABCG2 and SLC22A1 genes were analyzed. ABCG2 mRNA expression in the non-responders was higher before and during IM therapy. Furthermore, ABCG2 was overexpressed in those who did not achieve MMR (P = 0.027). In a subgroup of patients who switched to second-generation tyrosine kinase inhibitors, high mRNA expression of ABCG2 was associated with a risk of 24 times that of not achieving complete cytogenetic response (OR 24.00, 95 % CI 1.74–330.80; P = 0.018). In the responder group, patients who achieved MMR (P = 0.009) presented higher mRNA levels of SLC22A1. The SNPs were not associated with mRNA expression of ABCG2 and SLC22A1. Our data suggest that elevated ABCG2 expression (an efflux transporter) could be associated with IM resistance and could impact on second-generation TKI response, whereas high SLC22A1 expression (an influx transporter) may be associated with a successful IM therapy in CML patients.
Literature
1.
go back to reference Deininger MW, Goldman JM, Melo JV. The molecular biology of chronic myeloid leukemia. Blood. 2000;96:3343–56.PubMed Deininger MW, Goldman JM, Melo JV. The molecular biology of chronic myeloid leukemia. Blood. 2000;96:3343–56.PubMed
2.
go back to reference Yong AS, Melo JV. The impact of gene profiling in chronic myeloid leukaemia. Best Pract Res Clin Haematol. 2009;22:181–90.PubMedCrossRef Yong AS, Melo JV. The impact of gene profiling in chronic myeloid leukaemia. Best Pract Res Clin Haematol. 2009;22:181–90.PubMedCrossRef
3.
go back to reference Eechoute K, Sparreboom A, Burger H, et al. Drug transporters and imatinib treatment: implications for clinical practice. Clin Cancer Res. 2011;17:406–15.PubMedCrossRef Eechoute K, Sparreboom A, Burger H, et al. Drug transporters and imatinib treatment: implications for clinical practice. Clin Cancer Res. 2011;17:406–15.PubMedCrossRef
4.
go back to reference Diamond JM, Melo JV. Mechanisms of resistance to BCR-ABL kinase inhibitors. Leuk Lymphoma. 2011;52(Suppl 1):12–22.PubMedCrossRef Diamond JM, Melo JV. Mechanisms of resistance to BCR-ABL kinase inhibitors. Leuk Lymphoma. 2011;52(Suppl 1):12–22.PubMedCrossRef
5.
go back to reference Jabbour E, Cortes J, Kantarjian H. Long-term outcomes in the second-line treatment of chronic myeloid leukemia: a review of tyrosine kinase inhibitors. Cancer. 2011;117:897–906.PubMedCrossRef Jabbour E, Cortes J, Kantarjian H. Long-term outcomes in the second-line treatment of chronic myeloid leukemia: a review of tyrosine kinase inhibitors. Cancer. 2011;117:897–906.PubMedCrossRef
6.
go back to reference Gromicho M, Magalhães M, Torres F, et al. Instability of mRNA expression signatures of drug transporters in chronic myeloid leukemia patients resistant to imatinib. Oncol Rep. 2013;29:741–50.PubMed Gromicho M, Magalhães M, Torres F, et al. Instability of mRNA expression signatures of drug transporters in chronic myeloid leukemia patients resistant to imatinib. Oncol Rep. 2013;29:741–50.PubMed
7.
go back to reference Goldman JM. Initial treatment for patients with CML. Hematology Am Soc Hematol Educ Program. 2009;2009:453–460. Goldman JM. Initial treatment for patients with CML. Hematology Am Soc Hematol Educ Program. 2009;2009:453–460.
8.
go back to reference Quintás-Cardama A, Kantarjian HM, Cortes JE. Mechanisms of primary and secondary resistance to imatinib in chronic myeloid leukemia. Cancer Control. 2009;16:122–31.PubMed Quintás-Cardama A, Kantarjian HM, Cortes JE. Mechanisms of primary and secondary resistance to imatinib in chronic myeloid leukemia. Cancer Control. 2009;16:122–31.PubMed
9.
go back to reference Kim DH, Sriharsha L, Xu W, et al. Clinical relevance of a pharmacogenetic approach using multiple candidate genes to predict response and resistance to imatinib therapy in chronic myeloid leukemia. Clin Cancer Res. 2009;15:4750–8.PubMedCrossRef Kim DH, Sriharsha L, Xu W, et al. Clinical relevance of a pharmacogenetic approach using multiple candidate genes to predict response and resistance to imatinib therapy in chronic myeloid leukemia. Clin Cancer Res. 2009;15:4750–8.PubMedCrossRef
10.
go back to reference Burger H, van Tol H, Brok M, et al. Chronic imatinib mesylate exposure leads to reduced intracellular drug accumulation by induction of the ABCG2 (BCRP) and ABCB1 (MDR1) drug transport pumps. Cancer Biol Ther. 2005;4:747–52.PubMedCrossRef Burger H, van Tol H, Brok M, et al. Chronic imatinib mesylate exposure leads to reduced intracellular drug accumulation by induction of the ABCG2 (BCRP) and ABCB1 (MDR1) drug transport pumps. Cancer Biol Ther. 2005;4:747–52.PubMedCrossRef
11.
go back to reference White DL, Saunders VA, Dang P, et al. Most CML patients who have a suboptimal response to imatinib have low OCT-1 activity: higher doses of imatinib may overcome the negative impact of low OCT-1 activity. Blood. 2007;110:4064–72.PubMedCrossRef White DL, Saunders VA, Dang P, et al. Most CML patients who have a suboptimal response to imatinib have low OCT-1 activity: higher doses of imatinib may overcome the negative impact of low OCT-1 activity. Blood. 2007;110:4064–72.PubMedCrossRef
12.
go back to reference Wang L, Giannoudis A, Lane S, Williamson P, Pirmohamed M, Clark RE. Expression of the uptake drug transporter hOCT1 is an important clinical determinant of the response to imatinib in chronic myeloid leukemia. Clin Pharmacol Ther. 2008;83:258–64.PubMedCrossRef Wang L, Giannoudis A, Lane S, Williamson P, Pirmohamed M, Clark RE. Expression of the uptake drug transporter hOCT1 is an important clinical determinant of the response to imatinib in chronic myeloid leukemia. Clin Pharmacol Ther. 2008;83:258–64.PubMedCrossRef
13.
go back to reference Hu S, Franke RM, Filipski KK, et al. Interaction of imatinib with human organic ion carriers. Clin Cancer Res. 2008;14:3141–8.PubMedCrossRef Hu S, Franke RM, Filipski KK, et al. Interaction of imatinib with human organic ion carriers. Clin Cancer Res. 2008;14:3141–8.PubMedCrossRef
14.
go back to reference Gromicho M, Dinis J, Magalhães M, et al. Development of imatinib and dasatinib resistance: dynamics of expression of drug transporters ABCB1, ABCC1, ABCG2, MVP, and SLC22A1. Leuk Lymphoma. 2011;52:1980–90.PubMedCrossRef Gromicho M, Dinis J, Magalhães M, et al. Development of imatinib and dasatinib resistance: dynamics of expression of drug transporters ABCB1, ABCC1, ABCG2, MVP, and SLC22A1. Leuk Lymphoma. 2011;52:1980–90.PubMedCrossRef
15.
go back to reference White DL, Saunders VA, Dang P, et al. OCT-1-mediated influx is a key determinant of the intracellular uptake of imatinib but not nilotinib (AMN107): reduced OCT-1 activity is the cause of low in vitro sensitivity to imatinib. Blood. 2006;108:697–704.PubMedCrossRef White DL, Saunders VA, Dang P, et al. OCT-1-mediated influx is a key determinant of the intracellular uptake of imatinib but not nilotinib (AMN107): reduced OCT-1 activity is the cause of low in vitro sensitivity to imatinib. Blood. 2006;108:697–704.PubMedCrossRef
16.
go back to reference Crossman LC, Druker BJ, Deininger MW, Pirmohamed M, Wang L, Clark RE. hOCT 1 and resistance to imatinib. Blood. 2005;106:1133–4 author reply 1134.PubMedCrossRef Crossman LC, Druker BJ, Deininger MW, Pirmohamed M, Wang L, Clark RE. hOCT 1 and resistance to imatinib. Blood. 2005;106:1133–4 author reply 1134.PubMedCrossRef
17.
go back to reference Hirayama C, Watanabe H, Nakashima R, et al. Constitutive overexpression of P-glycoprotein, rather than breast cancer resistance protein or organic cation transporter 1, contributes to acquisition of imatinib-resistance in K562 cells. Pharm Res. 2008;25:827–35.PubMedCrossRef Hirayama C, Watanabe H, Nakashima R, et al. Constitutive overexpression of P-glycoprotein, rather than breast cancer resistance protein or organic cation transporter 1, contributes to acquisition of imatinib-resistance in K562 cells. Pharm Res. 2008;25:827–35.PubMedCrossRef
18.
go back to reference Nakanishi T, Shiozawa K, Hassel BA, Ross DD. Complex interaction of BCRP/ABCG2 and imatinib in BCR-ABL-expressing cells: BCRP-mediated resistance to imatinib is attenuated by imatinib-induced reduction of BCRP expression. Blood. 2006;108:678–84.PubMedCrossRef Nakanishi T, Shiozawa K, Hassel BA, Ross DD. Complex interaction of BCRP/ABCG2 and imatinib in BCR-ABL-expressing cells: BCRP-mediated resistance to imatinib is attenuated by imatinib-induced reduction of BCRP expression. Blood. 2006;108:678–84.PubMedCrossRef
19.
go back to reference Houghton PJ, Germain GS, Harwood FC, et al. Imatinib mesylate is a potent inhibitor of the ABCG2 (BCRP) transporter and reverses resistance to topotecan and SN-38 in vitro. Cancer Res. 2004;64:2333–7.PubMedCrossRef Houghton PJ, Germain GS, Harwood FC, et al. Imatinib mesylate is a potent inhibitor of the ABCG2 (BCRP) transporter and reverses resistance to topotecan and SN-38 in vitro. Cancer Res. 2004;64:2333–7.PubMedCrossRef
20.
go back to reference Kantarjian H, Giles F, Wunderle L, et al. Nilotinib in imatinib-resistant CML and Philadelphia chromosome-positive ALL. N Engl J Med. 2006;354:2542–51.PubMedCrossRef Kantarjian H, Giles F, Wunderle L, et al. Nilotinib in imatinib-resistant CML and Philadelphia chromosome-positive ALL. N Engl J Med. 2006;354:2542–51.PubMedCrossRef
21.
go back to reference Swerdlow SH. WHO classification of tumors of haematopoietic and lymphoid tissues. Lyon: IARC Press; 2008. Swerdlow SH. WHO classification of tumors of haematopoietic and lymphoid tissues. Lyon: IARC Press; 2008.
22.
go back to reference Baccarani M, Cortes J, Pane F, et al. Chronic myeloid leukemia: an update of concepts and management recommendations of European LeukemiaNet. J Clin Oncol. 2009;27:6041–51.PubMedCrossRef Baccarani M, Cortes J, Pane F, et al. Chronic myeloid leukemia: an update of concepts and management recommendations of European LeukemiaNet. J Clin Oncol. 2009;27:6041–51.PubMedCrossRef
23.
go back to reference Shaffer LG, Slovak ML, Campbell LJ, editors. ISCN 2009: an international system for human cytogenetic nomenclature 2009. 1st ed. Basel: S. Karger Publishing; 2009. Shaffer LG, Slovak ML, Campbell LJ, editors. ISCN 2009: an international system for human cytogenetic nomenclature 2009. 1st ed. Basel: S. Karger Publishing; 2009.
24.
go back to reference Branford S, Hughes TP, Rudzki Z. Monitoring chronic myeloid leukaemia therapy by real-time quantitative PCR in blood is a reliable alternative to bone marrow cytogenetics. Br J Haematol. 1999;107:587–99.PubMedCrossRef Branford S, Hughes TP, Rudzki Z. Monitoring chronic myeloid leukaemia therapy by real-time quantitative PCR in blood is a reliable alternative to bone marrow cytogenetics. Br J Haematol. 1999;107:587–99.PubMedCrossRef
25.
go back to reference Vandesompele J, De Preter K, Pattyn F, et al. Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol 2002; 3:RESEARCH0034. Vandesompele J, De Preter K, Pattyn F, et al. Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol 2002; 3:RESEARCH0034.
26.
go back to reference Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) method. Methods. 2001;25:402–8.PubMedCrossRef Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) method. Methods. 2001;25:402–8.PubMedCrossRef
27.
go back to reference Kobayashi D, Ieiri I, Hirota T, et al. Functional assessment of ABCG2 (BCRP) gene polymorphisms to protein expression in human placenta. Drug Metab Dispos. 2005;33:94–101.PubMedCrossRef Kobayashi D, Ieiri I, Hirota T, et al. Functional assessment of ABCG2 (BCRP) gene polymorphisms to protein expression in human placenta. Drug Metab Dispos. 2005;33:94–101.PubMedCrossRef
28.
go back to reference Goldman JM, Melo JV. BCR-ABL in chronic myelogenous leukemia–how does it work? Acta Haematol. 2008;119:212–7.PubMedCrossRef Goldman JM, Melo JV. BCR-ABL in chronic myelogenous leukemia–how does it work? Acta Haematol. 2008;119:212–7.PubMedCrossRef
29.
go back to reference Jordanides NE, Jorgensen HG, Holyoake TL, Mountford JC. Functional ABCG2 is overexpressed on primary CML CD34+ cells and is inhibited by imatinib mesylate. Blood. 2006;108:1370–3.PubMedCrossRef Jordanides NE, Jorgensen HG, Holyoake TL, Mountford JC. Functional ABCG2 is overexpressed on primary CML CD34+ cells and is inhibited by imatinib mesylate. Blood. 2006;108:1370–3.PubMedCrossRef
30.
go back to reference Stromskaya TP, Rybalkina EY, Kruglov SS, et al. Role of P-glycoprotein in evolution of populations of chronic myeloid leukemia cells treated with imatinib. Biochemistry (Mosc). 2008;73:29–37.CrossRef Stromskaya TP, Rybalkina EY, Kruglov SS, et al. Role of P-glycoprotein in evolution of populations of chronic myeloid leukemia cells treated with imatinib. Biochemistry (Mosc). 2008;73:29–37.CrossRef
31.
go back to reference Chen C, Han YH, Yang Z, Rodrigues AD. Effect of interferon-α2b on the expression of various drug-metabolizing enzymes and transporters in co-cultures of freshly prepared human primary hepatocytes. Xenobiotica. 2011;41:476–85.PubMedCrossRef Chen C, Han YH, Yang Z, Rodrigues AD. Effect of interferon-α2b on the expression of various drug-metabolizing enzymes and transporters in co-cultures of freshly prepared human primary hepatocytes. Xenobiotica. 2011;41:476–85.PubMedCrossRef
32.
go back to reference Marin D, Bazeos A, Mahon FX, et al. Adherence is the critical factor for achieving molecular responses in patients with chronic myeloid leukemia who achieve complete cytogenetic responses on imatinib. J Clin Oncol. 2010;28:2381–8.PubMedCrossRef Marin D, Bazeos A, Mahon FX, et al. Adherence is the critical factor for achieving molecular responses in patients with chronic myeloid leukemia who achieve complete cytogenetic responses on imatinib. J Clin Oncol. 2010;28:2381–8.PubMedCrossRef
33.
go back to reference Zhang WW, Cortes JE, Yao H, et al. Predictors of primary imatinib resistance in chronic myelogenous leukemia are distinct from those in secondary imatinib resistance. J Clin Oncol. 2009;27:3642–9.PubMedCrossRef Zhang WW, Cortes JE, Yao H, et al. Predictors of primary imatinib resistance in chronic myelogenous leukemia are distinct from those in secondary imatinib resistance. J Clin Oncol. 2009;27:3642–9.PubMedCrossRef
34.
go back to reference Hughes TP, Branford S, White DL, et al. Impact of early dose intensity on cytogenetic and molecular responses in chronic- phase CML patients receiving 600 mg/day of imatinib as initial therapy. Blood. 2008;112:3965–73.PubMedCrossRef Hughes TP, Branford S, White DL, et al. Impact of early dose intensity on cytogenetic and molecular responses in chronic- phase CML patients receiving 600 mg/day of imatinib as initial therapy. Blood. 2008;112:3965–73.PubMedCrossRef
35.
go back to reference Engler JR, Hughes TP, White DL. OCT-1 as a determinant of response to antileukemic treatment. Clin Pharmacol Ther. 2011;89:608–11.PubMedCrossRef Engler JR, Hughes TP, White DL. OCT-1 as a determinant of response to antileukemic treatment. Clin Pharmacol Ther. 2011;89:608–11.PubMedCrossRef
37.
go back to reference Burger H, van Tol H, Boersma AW, et al. Imatinib mesylate (STI571) is a substrate for the breast cancer resistance protein (BCRP)/ABCG2 drug pump. Blood. 2004;104:2940–2.PubMedCrossRef Burger H, van Tol H, Boersma AW, et al. Imatinib mesylate (STI571) is a substrate for the breast cancer resistance protein (BCRP)/ABCG2 drug pump. Blood. 2004;104:2940–2.PubMedCrossRef
38.
go back to reference Dohse M, Scharenberg C, Shukla S, et al. Comparison of ATP-binding cassette transporter interactions with the tyrosine kinase inhibitors imatinib, nilotinib, and dasatinib. Drug Metab Dispos. 2010;38:1371–80.PubMedCrossRef Dohse M, Scharenberg C, Shukla S, et al. Comparison of ATP-binding cassette transporter interactions with the tyrosine kinase inhibitors imatinib, nilotinib, and dasatinib. Drug Metab Dispos. 2010;38:1371–80.PubMedCrossRef
39.
go back to reference Hegedus C, Ozvegy-Laczka C, Apáti A, et al. Interaction of nilotinib, dasatinib and bosutinib with ABCB1 and ABCG2: implications for altered anti-cancer effects and pharmacological properties. Br J Pharmacol. 2009;158:1153–64.PubMedCrossRef Hegedus C, Ozvegy-Laczka C, Apáti A, et al. Interaction of nilotinib, dasatinib and bosutinib with ABCB1 and ABCG2: implications for altered anti-cancer effects and pharmacological properties. Br J Pharmacol. 2009;158:1153–64.PubMedCrossRef
40.
go back to reference Hiwase DK, Saunders VA, Nievergall E, Ross DD, White DL, Hughes TP. Dasatinib targets chronic myeloid leukemia-CD34+ progenitors as effectively as it targets mature cells. Haematologica. 2013;98:896–900.PubMedCrossRef Hiwase DK, Saunders VA, Nievergall E, Ross DD, White DL, Hughes TP. Dasatinib targets chronic myeloid leukemia-CD34+ progenitors as effectively as it targets mature cells. Haematologica. 2013;98:896–900.PubMedCrossRef
41.
go back to reference Imai Y, Nakane M, Kage K, et al. C421A polymorphism in the human breast cancer resistance protein gene is associated with low expression of Q141K protein and low-level drug resistance. Mol Cancer Ther. 2002;1:611–6.PubMed Imai Y, Nakane M, Kage K, et al. C421A polymorphism in the human breast cancer resistance protein gene is associated with low expression of Q141K protein and low-level drug resistance. Mol Cancer Ther. 2002;1:611–6.PubMed
42.
go back to reference Morisaki K, Robey RW, Ozvegy-Laczka C, et al. Single nucleotide polymorphisms modify the transporter activity of ABCG2. Cancer Chemother Pharmacol. 2005;56:161–72.PubMedCrossRef Morisaki K, Robey RW, Ozvegy-Laczka C, et al. Single nucleotide polymorphisms modify the transporter activity of ABCG2. Cancer Chemother Pharmacol. 2005;56:161–72.PubMedCrossRef
43.
go back to reference Mizuarai S, Aozasa N, Kotani H. Single nucleotide polymorphisms result in impaired membrane localization and reduced ATPase activity in multidrug transporter ABCG2. Int J Cancer. 2004;109:238–46.PubMedCrossRef Mizuarai S, Aozasa N, Kotani H. Single nucleotide polymorphisms result in impaired membrane localization and reduced ATPase activity in multidrug transporter ABCG2. Int J Cancer. 2004;109:238–46.PubMedCrossRef
44.
go back to reference Furukawa T, Wakabayashi K, Tamura A, et al. Major SNP (Q141K) variant of human ABC transporter ABCG2 undergoes lysosomal and proteasomal degradations. Pharm Res. 2009;26:469–79.PubMedCentralPubMedCrossRef Furukawa T, Wakabayashi K, Tamura A, et al. Major SNP (Q141K) variant of human ABC transporter ABCG2 undergoes lysosomal and proteasomal degradations. Pharm Res. 2009;26:469–79.PubMedCentralPubMedCrossRef
45.
go back to reference Poonkuzhali B, Lamba J, Strom S, et al. Association of breast cancer resistance protein/ABCG2 phenotypes and novel promoter and intron 1 single nucleotide polymorphisms. Drug Metab Dispos. 2008;36:780–95.PubMedCrossRef Poonkuzhali B, Lamba J, Strom S, et al. Association of breast cancer resistance protein/ABCG2 phenotypes and novel promoter and intron 1 single nucleotide polymorphisms. Drug Metab Dispos. 2008;36:780–95.PubMedCrossRef
46.
go back to reference Takahashi N, Wakita H, Miura M, et al. Correlation between imatinib pharmacokinetics and clinical response in Japanese patients with chronic-phase chronic myeloid leukemia. Clin Pharmacol Ther. 2010;88:809–13.PubMedCrossRef Takahashi N, Wakita H, Miura M, et al. Correlation between imatinib pharmacokinetics and clinical response in Japanese patients with chronic-phase chronic myeloid leukemia. Clin Pharmacol Ther. 2010;88:809–13.PubMedCrossRef
47.
go back to reference Shinohara Y, Takahashi N, Nishiwaki K, et al. A multicenter clinical study evaluating the confirmed complete molecular response rate in imatinib-treated patients with chronic phase chronic myeloid leukemia by using the international scale of real-time quantitative polymerase chain reaction. Haematologica. 2013;98:1407–13.PubMedCrossRef Shinohara Y, Takahashi N, Nishiwaki K, et al. A multicenter clinical study evaluating the confirmed complete molecular response rate in imatinib-treated patients with chronic phase chronic myeloid leukemia by using the international scale of real-time quantitative polymerase chain reaction. Haematologica. 2013;98:1407–13.PubMedCrossRef
Metadata
Title
Reduced ABCG2 and increased SLC22A1 mRNA expression are associated with imatinib response in chronic myeloid leukemia
Authors
Luciene Terezina de Lima
Douglas Vivona
Carolina Tosin Bueno
Rosario D. C. Hirata
Mario H. Hirata
André D. Luchessi
Fabíola Attié de Castro
Maria de Lourdes F. Chauffaille
Maria A. Zanichelli
Carlos S. Chiattone
Vania T. M. Hungria
Elvira M. Guerra-Shinohara
Publication date
01-03-2014
Publisher
Springer US
Published in
Medical Oncology / Issue 3/2014
Print ISSN: 1357-0560
Electronic ISSN: 1559-131X
DOI
https://doi.org/10.1007/s12032-014-0851-5

Other articles of this Issue 3/2014

Medical Oncology 3/2014 Go to the issue