In Vivo Response to Methotrexate Forecasts Outcome of Acute Lymphoblastic Leukemia and Has a Distinct Gene Expression Profile

Background Childhood acute lymphoblastic leukemia (ALL) is the most common cancer in children, and can now be cured in approximately 80% of patients. Nevertheless, drug resistance is the major cause of treatment failure in children with ALL. The drug methotrexate (MTX), which is widely used to treat many human cancers, is used in essentially all treatment protocols worldwide for newly diagnosed ALL. Although MTX has been extensively studied for many years, relatively little is known about mechanisms of de novo resistance in primary cancer cells, including leukemia cells. This lack of knowledge is due in part to the fact that existing in vitro methods are not sufficiently reliable to permit assessment of MTX resistance in primary ALL cells. Therefore, we measured the in vivo antileukemic effects of MTX and identified genes whose expression differed significantly in patients with a good versus poor response to MTX. Methods and Findings We utilized measures of decreased circulating leukemia cells of 293 newly diagnosed children after initial “up-front” in vivo MTX treatment (1 g/m2) to elucidate interpatient differences in the antileukemic effects of MTX. To identify genomic determinants of these effects, we performed a genome-wide assessment of gene expression in primary ALL cells from 161 of these newly diagnosed children (1–18 y). We identified 48 genes and two cDNA clones whose expression was significantly related to the reduction of circulating leukemia cells after initial in vivo treatment with MTX. This finding was validated in an independent cohort of children with ALL. Furthermore, this measure of initial MTX in vivo response and the associated gene expression pattern were predictive of long-term disease-free survival (p < 0.001, p = 0.02). Conclusions Together, these data provide new insights into the genomic basis of MTX resistance and interpatient differences in MTX response, pointing to new strategies to overcome MTX resistance in childhood ALL. Trial registrations: Total XV, Therapy for Newly Diagnosed Patients With Acute Lymphoblastic Leukemia, http://www.ClinicalTrials.gov (NCT00137111); Total XIIIBH, Phase III Randomized Study of Antimetabolite-Based Induction plus High-Dose MTX Consolidation for Newly Diagnosed Pediatric Acute Lymphocytic Leukemia at Intermediate or High Risk of Treatment Failure (NCI-T93-0101D); Total XIIIBL, Phase III Randomized Study of Antimetabolite-Based Induction plus High-Dose MTX Consolidation for Newly Diagnosed Pediatric Acute Lymphocytic Leukemia at Lower Risk of Treatment Failure (NCI-T93-0103D).

[1]  J. Downing,et al.  A set of genes that regulate cell proliferation predicts treatment outcome in childhood acute lymphoblastic leukemia. , 2007, Blood.

[2]  J. Bertino,et al.  Reduced Folate Carrier and Dihydrofolate Reductase Expression in Acute Lymphocytic Leukemia May Predict Outcome: A Children's Cancer Group Study , 2003, Journal of pediatric hematology/oncology.

[3]  M. Relling,et al.  Accumulation of methotrexate polyglutamates in lymphoblasts is a determinant of antileukemic effects in vivo. A rationale for high-dose methotrexate. , 1996, The Journal of clinical investigation.

[4]  M. Relling,et al.  Moving towards individualized medicine with pharmacogenomics , 2004, Nature.

[5]  J. Downing,et al.  Classification, subtype discovery, and prediction of outcome in pediatric acute lymphoblastic leukemia by gene expression profiling. , 2002, Cancer cell.

[6]  M. Cheok,et al.  Acute lymphoblastic leukaemia: a model for the pharmacogenomics of cancer therapy , 2006, Nature Reviews Cancer.

[7]  F. Behm,et al.  Long-term results of Total Therapy studies 11, 12 and 13A for childhood acute lymphoblastic leukemia at St Jude Children's Research Hospital , 2000, Leukemia.

[8]  H. Handa,et al.  A New Mechanism of Methotrexate Action Revealed by Target Screening with Affinity Beads , 2006, Molecular Pharmacology.

[9]  M. Relling,et al.  Differences in constitutive and post-methotrexate folylpolyglutamate synthetase activity in B-lineage and T-lineage leukemia. , 1994, Blood.

[10]  Thomas Flohr,et al.  Distinct gene expression profiles determine molecular treatment response in childhood acute lymphoblastic leukemia. , 2005, Blood.

[11]  G. Peters,et al.  Differential Methotrexate Resistance in Childhood T- Versus Common/PreB-Acute Lymphoblastic Leukemia Can Be Measured by an In Situ Thymidylate Synthase Inhibition Assay, But Not by the MTT Assay , 1999 .

[12]  J. Shuster,et al.  Accumulation of methotrexate and methotrexate polyglutamates in lymphoblasts at diagnosis of childhood acute lymphoblastic leukemia: a pilot prognostic factor analysis. , 1990, Blood.

[13]  Jelle J. Goeman,et al.  A global test for groups of genes: testing association with a clinical outcome , 2004, Bioinform..

[14]  L. Penland,et al.  Use of a cDNA microarray to analyse gene expression patterns in human cancer , 1996, Nature Genetics.

[15]  M. Relling,et al.  De novo purine synthesis inhibition and antileukemic effects of mercaptopurine alone or in combination with methotrexate in vivo. , 2002, Blood.

[16]  M. Kuwano,et al.  Analysis of methotrexate and folate transport by multidrug resistance protein 4 (ABCC4): MRP4 is a component of the methotrexate efflux system. , 2002, Cancer research.

[17]  E. Cook,et al.  Pharmacogenetics of outcome in children with acute lymphoblastic leukemia. , 2004, Blood.

[18]  T. Golub,et al.  Gene expression-based chemical genomics identifies rapamycin as a modulator of MCL1 and glucocorticoid resistance. , 2006, Cancer cell.

[19]  J. McGuire Enzymatic synthesis of folylpolyglutamates , 1980 .

[20]  Accumulation of methotrexate and methotrexate polyglutamates in lymphoblasts at diagnosis of childhood acute lymphoblastic leukemia: a pilot prognostic factor analysis. , 1990 .

[21]  Jean YH Yang,et al.  Bioconductor: open software development for computational biology and bioinformatics , 2004, Genome Biology.

[22]  Ching-Hon Pui,et al.  Acute lymphoblastic leukemia. , 2004, The New England journal of medicine.

[23]  Bertino,et al.  Current understanding of methotrexate pharmacology and efficacy in acute leukemias. Use of newer antifolates in clinical trials. , 2001, Haematologica.

[24]  G. Curt,et al.  Polyglutamation of methotrexate. Is methotrexate a prodrug? , 1985, The Journal of clinical investigation.

[25]  E. De Clercq,et al.  Role of antimetabolites of purine and pyrimidine nucleotide metabolism in tumor cell differentiation. , 1999, Biochemical pharmacology.

[26]  J. Bertino,et al.  Enzymatic synthesis of folylpolyglutamates. Characterization of the reaction and its products. , 1980, The Journal of biological chemistry.

[27]  Debabrata Banerjee,et al.  Novel aspects of resistance to drugs targeted to dihydrofolate reductase and thymidylate synthase. , 2002, Biochimica et biophysica acta.

[28]  J. Downing,et al.  Folate pathway gene expression differs in subtypes of acute lymphoblastic leukemia and influences methotrexate pharmacodynamics. , 2005, The Journal of clinical investigation.

[29]  C. Pui,et al.  Biology and Clinical Significance of Cytogenetic Abnormalities in Childhood Acute Lymphoblastic Leukemia , 1990 .

[30]  Robert Gray,et al.  A Proportional Hazards Model for the Subdistribution of a Competing Risk , 1999 .

[31]  K. Kohn Regulatory genes and drug sensitivity. , 1996, Journal of the National Cancer Institute.

[32]  D. Goldman,et al.  Membrane transport of folates. , 2003, Vitamins and hormones.

[33]  J. Downing,et al.  Treatment-specific changes in gene expression discriminate in vivo drug response in human leukemia cells , 2003, Nature Genetics.

[34]  J. Downing,et al.  Results of therapy for acute lymphoblastic leukemia in black and white children. , 2003, JAMA.

[35]  M. Relling,et al.  Extended follow-up of long-term survivors of childhood acute lymphoblastic leukemia. , 2003, The New England journal of medicine.

[36]  M. Waltham,et al.  Intrinsic and acquired resistance to methotrexate in acute leukemia. , 1996, The New England journal of medicine.

[37]  M. Relling,et al.  Methotrexate intracellular disposition in acute lymphoblastic leukemia: a mathematical model of gamma-glutamyl hydrolase activity. , 2002, Clinical cancer research : an official journal of the American Association for Cancer Research.

[38]  C. Pui,et al.  Treatment of acute lymphoblastic leukemia. , 2006, The New England journal of medicine.

[39]  John D. Storey,et al.  Statistical significance for genomewide studies , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[40]  T. Poggio,et al.  Multiclass cancer diagnosis using tumor gene expression signatures , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[41]  J. Mesirov,et al.  Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. , 1999, Science.

[42]  G. Peters,et al.  Antifolate resistance mediated by the multidrug resistance proteins MRP1 and MRP2. , 1999, Cancer research.

[43]  M. Relling,et al.  Identification of genes associated with chemotherapy crossresistance and treatment response in childhood acute lymphoblastic leukemia. , 2005, Cancer cell.

[44]  T. Kute,et al.  Proliferation-dependent cytotoxicity of methotrexate in murine L5178Y leukemia. , 1988, Cancer research.

[45]  S. P. Fodor,et al.  High density synthetic oligonucleotide arrays , 1999, Nature Genetics.

[46]  M. Relling,et al.  Blast cell methotrexate-polyglutamate accumulation in vivo differs by lineage, ploidy, and methotrexate dose in acute lymphoblastic leukemia. , 1994, The Journal of clinical investigation.

[47]  J. Downing,et al.  Satelite Symposium V, Meet-the-Professor Sessions I and II, Main Sessions I-IX , 2004, Annals of Hematology.

[48]  A. Veerman,et al.  Cell proliferation is related to in vitro drug resistance in childhood acute leukaemia , 2003, British Journal of Cancer.

[49]  Cheng Cheng,et al.  Gene-expression patterns in drug-resistant acute lymphoblastic leukemia cells and response to treatment. , 2004, The New England journal of medicine.

[50]  P. A. Rea,et al.  Transport of methotrexate (MTX) and folates by multidrug resistance protein (MRP) 3 and MRP1: effect of polyglutamylation on MTX transport. , 2001, Cancer research.