Noninvasive prediction of tumor responses to gemcitabine using positron emission tomography

Gemcitabine (2′,2′-difluorodeoxycytidine, dFdC) and cytosine arabinoside (cytarabine, ara-C) represent a class of nucleoside analogs used in cancer chemotherapy. Administered as prodrugs, dFdC and ara-C are transported across cell membranes and are converted to cytotoxic derivatives through consecutive phosphorylation steps catalyzed by endogenous nucleoside kinases. Deoxycytidine kinase (DCK) controls the rate-limiting step in the activation cascade of dFdC and ara-C. DCK activity varies significantly among individuals and across different tumor types and is a critical determinant of tumor responses to these prodrugs. Current assays to measure DCK expression and activity require biopsy samples and are prone to sampling errors. Noninvasive methods that can detect DCK activity in tumor lesions throughout the body could circumvent these limitations. Here, we demonstrate an approach to detecting DCK activity in vivo by using positron emission tomography (PET) and 18F-labeled 1-(2′-deoxy-2′-fluoroarabinofuranosyl) cytosine] ([18F]FAC), a PET probe recently developed by our group. We show that [18F]FAC is a DCK substrate with an affinity similar to that of dFdC. In vitro, accumulation of [18F]FAC in murine and human leukemia cell lines is critically dependent on DCK activity and correlates with dFdC sensitivity. In mice, [18F]FAC accumulates selectively in DCK-positive vs. DCK-negative tumors, and [18F]FAC microPET scans can predict responses to dFdC. We suggest that [18F]FAC PET might be useful for guiding treatment decisions in certain cancers by enabling individualized chemotherapy.

[1]  H. Dittmann,et al.  Early changes in [18F]FLT uptake after chemotherapy: an experimental study , 2002, European Journal of Nuclear Medicine and Molecular Imaging.

[2]  Jiong Hu,et al.  Association between single nucleotide polymorphisms in deoxycytidine kinase and treatment response among acute myeloid leukaemia patients. , 2004, Pharmacogenetics.

[3]  C. Iacobuzio-Donahue,et al.  Immunohistochemical and Genetic Evaluation of Deoxycytidine Kinase in Pancreatic Cancer: Relationship to Molecular Mechanisms of Gemcitabine Resistance and Survival , 2006, Clinical Cancer Research.

[4]  Michael E Phelps,et al.  Technology Insight: novel imaging of molecular targets is an emerging area crucial to the development of targeted drugs , 2008, Nature Clinical Practice Oncology.

[5]  Mitchell D Schnall,et al.  Dynamic Contrast-Enhanced Magnetic Resonance Imaging for Assessing Tumor Vascularity and Vascular Effects of Targeted Therapies in Renal Cell Carcinoma , 2007, Clinical Cancer Research.

[6]  L. Gelbert,et al.  An Increase in the Expression of Ribonucleotide Reductase Large Subunit 1 Is Associated with Gemcitabine Resistance in Non-Small Cell Lung Cancer Cell Lines , 2004, Cancer Research.

[7]  Michael E. Phelps,et al.  Reduction of Glucose Metabolic Activity Is More Accurate than Change in Size at Predicting Histopathologic Response to Neoadjuvant Therapy in High-Grade Soft-Tissue Sarcomas , 2008, Clinical Cancer Research.

[8]  S. Gambhir,et al.  Small-Animal PET Imaging of Human Epidermal Growth Factor Receptor Type 2 Expression with Site-Specific 18F-Labeled Protein Scaffold Molecules , 2008, Journal of Nuclear Medicine.

[9]  Mark E. Davis,et al.  Administration in non-human primates of escalating intravenous doses of targeted nanoparticles containing ribonucleotide reductase subunit M2 siRNA , 2007, Proceedings of the National Academy of Sciences.

[10]  Mark E. Davis,et al.  Potent siRNA Inhibitors of Ribonucleotide Reductase Subunit RRM2 Reduce Cell Proliferation In vitro and In vivo , 2007, Clinical Cancer Research.

[11]  Wolfgang A Weber,et al.  PET to assess early metabolic response and to guide treatment of adenocarcinoma of the oesophagogastric junction: the MUNICON phase II trial. , 2007, The Lancet. Oncology.

[12]  D. Hallahan,et al.  Noninvasive assessment of cancer response to therapy , 2008, Nature Medicine.

[13]  E. Giovannetti,et al.  Prolonged fixed dose rate infusion of gemcitabine with autologous haemopoietic support in advanced pancreatic adenocarcinoma , 2005, British Journal of Cancer.

[14]  G. Peters,et al.  Pretreatment deoxycytidine kinase levels predict in vivo gemcitabine sensitivity. , 2002, Molecular cancer therapeutics.

[15]  I. Cree,et al.  Comparison of MTT and ATP-based assays for the measurement of viable cell number. , 1995, Journal of bioluminescence and chemiluminescence.

[16]  G. Peters,et al.  Immunocytochemical detection of deoxycytidine kinase in haematological malignancies and solid tumours , 2005, Journal of Clinical Pathology.

[17]  B. Mitchell,et al.  Resistance to 1-beta-D-arabinofuranosylcytosine in human T-lymphoblasts mediated by mutations within the deoxycytidine kinase gene. , 1992, Cancer research.

[18]  Christopher H Contag,et al.  In vivo pathology: seeing with molecular specificity and cellular resolution in the living body. , 2007, Annual review of pathology.

[19]  H. Einsele,et al.  Randomized phase III trial of gemcitabine plus cisplatin compared with gemcitabine alone in advanced pancreatic cancer. , 2006, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[20]  G. Colucci,et al.  Gemcitabine alone or with cisplatin for the treatment of patients with locally advanced and/or metastatic pancreatic carcinoma , 2002, Cancer.

[21]  A. Adjei Clinical studies of pemetrexed and gemcitabine combinations. , 2006, Annals of oncology : official journal of the European Society for Medical Oncology.

[22]  J. Mackey,et al.  Characterization of a Gemcitabine-Resistant Murine Leukemic Cell Line , 2004, Clinical Cancer Research.

[23]  J. Mackey,et al.  Resistance to gemcitabine in a human follicular lymphoma cell line is due to partial deletion of the deoxycytidine kinase gene , 2004, BMC pharmacology.

[24]  G. Peters,et al.  The relation between deoxycytidine kinase activity and the radiosensitising effect of gemcitabine in eight different human tumour cell lines , 2006, BMC Cancer.

[25]  H. Ueno,et al.  Pharmacogenomics of Gemcitabine: Can Genetic Studies Lead to Tailor-made Therapy? Gemcitabine Metabolism and Mechanism of Action Nucleoside Transporters , 2022 .

[26]  D. Vertommen,et al.  Identification of in Vivo Phosphorylation Sites on Human Deoxycytidine Kinase , 2006, Journal of Biological Chemistry.

[27]  T. Okabe,et al.  High-throughput screening with quantitation of ATP consumption: a universal non-radioisotope, homogeneous assay for protein kinase. , 2004, Assay and drug development technologies.

[28]  S. Ashley,et al.  RNA interference targeting the M2 subunit of ribonucleotide reductase enhances pancreatic adenocarcinoma chemosensitivity to gemcitabine , 2004, Oncogene.

[29]  Michael Bader,et al.  Early prediction of response to chemotherapy in metastatic breast cancer using sequential 18F-FDG PET. , 2005, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[30]  Michael E. Phelps,et al.  Molecular imaging of lymphoid organs and immune activation using positron emission tomography with a new 18F-labeled 2′-deoxycytidine analog , 2008, Nature Medicine.

[31]  Bauke Ylstra,et al.  In vivo induction of resistance to gemcitabine results in increased expression of ribonucleotide reductase subunit M1 as the major determinant. , 2005, Cancer research.

[32]  H. Thierens,et al.  Patient dosimetry for 131I-MIBG therapy for neuroendocrine tumours based on 123I-MIBG scans , 2002, European Journal of Nuclear Medicine and Molecular Imaging.

[33]  T. Hawley,et al.  Versatile retroviral vectors for potential use in gene therapy. , 1994, Gene therapy.

[34]  Howard Y. Chang,et al.  Decoding global gene expression programs in liver cancer by noninvasive imaging , 2007, Nature Biotechnology.

[35]  C. Dumontet,et al.  Review of recent studies on resistance to cytotoxic deoxynucleoside analogues. , 2007, Biochimica et biophysica acta.

[36]  D. Podoloff,et al.  The role of 18F-FDG PET in staging and early prediction of response to therapy of recurrent gastrointestinal stromal tumors. , 2004, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[37]  Arion F. Chatziioannou,et al.  An Internet-Based “Kinetic Imaging System” (KIS) for MicroPET , 2005, Molecular Imaging and Biology.

[38]  H. Kantarjian,et al.  The role of clofarabine in hematologic and solid malignancies—Development of a next‐generation nucleoside analog , 2005, Cancer.

[39]  M. Schwaiger,et al.  Positron emission tomography in non-small-cell lung cancer: prediction of response to chemotherapy by quantitative assessment of glucose use. , 2003, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[40]  David A. Mankoff,et al.  Quantitative Imaging of Estrogen Receptor Expression in Breast Cancer with PET and 18F-Fluoroestradiol , 2008, Journal of Nuclear Medicine.

[41]  E. Schuetz,et al.  Pharmacogenetics of Deoxycytidine Kinase: Identification and Characterization of Novel Genetic Variants , 2007, Journal of Pharmacology and Experimental Therapeutics.

[42]  G. Peters,et al.  Determinants of resistance to 2′,2′-difluorodeoxycytidine (gemcitabine) , 2002 .

[43]  S. Eriksson,et al.  The effects of high salt concentrations on the regulation of the substrate specificity of human recombinant deoxycytidine kinase. , 1997, European journal of biochemistry.

[44]  D. Mankoff,et al.  Quantitative fluoroestradiol positron emission tomography imaging predicts response to endocrine treatment in breast cancer. , 2006, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[45]  P. Schnyder,et al.  The value of PET, CT and in-line PET/CT in patients with gastrointestinal stromal tumours: long-term outcome of treatment with imatinib mesylate , 2004, European Journal of Nuclear Medicine and Molecular Imaging.

[46]  G. Peters,et al.  Quantitative real time PCR of deoxycytidine kinase mRNA by Light Cycler PCR in relation to enzyme activity and gemcitabine sensitivity. , 2004, Cancer letters.