Quantification of Gemcitabine Incorporation into Human DNA by LC/MS/MS as a Surrogate Measure for Target Engagement
ABSTRACT In this study, we report a method for direct determination of gemcitabine incorporation into human DNA. Gemcitabine (dFdC), a structural analog of the nucleoside deoxycytidine (dC), derives its primary antitumor activity through interruption of DNA synthesis. Unlike other surrogate measures, DNA incorporation provides a mechanistic end point useful for dose optimization. DNA samples (ca. 25 microg) were hydrolyzed using a two-step enzymatic procedure to release dFdC which was subsequently quantified by LC-ESI-MS/MS using stable isotope labeled internal standards and selected reaction monitoring (SRM). dFdC was quantitated and reported relative to deoxyguanosine (dG) since dG is the complementary base for both dFdC and dC. The SRM channel for dG was detuned using collision energy as the attenuating parameter in order to accommodate the difference in relative abundance for these two analytes (>104) and enable simultaneous quantification from the same injection. The assay was shown to be independent of the amount of DNA analyzed. The method was validated for clinical use using a 3 day procedure assessing precision, accuracy, stability, selectivity, and robustness. The validated ranges for dFdC and dG were 5-7500 pg/mL and 0.1-150 microg/mL, respectively. Results are presented which confirm that the ratio of dFdC to dG in DNA isolated from tumor cells incubated with dFdC increases with increased exposure to the drug and that dFdC can also be quantified from DNA extracted from blood.
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ABSTRACT: There is substantial heterogeneity in the clinical behavior of pancreatic cancer and in its response to therapy. Some of this variation may be due to differences in delivery of cytotoxic therapies between patients and within individual tumors. Indeed, in 12 patients with resectable pancreatic cancer, we previously demonstrated wide inter-patient variability in the delivery of gemcitabine as well as in the mass transport properties of tumors as measured by computed tomography (CT) scans. However, the variability of drug delivery and transport properties within pancreatic tumors is currently unknown. Here, we analyzed regional measurements of gemcitabine DNA incorporation in the tumors of the same 12 patients to understand the degree of intra-tumoral heterogeneity of drug delivery. We also developed a volumetric segmentation approach to measure mass transport properties from the CT scans of these patients and tested inter-observer agreement with this new methodology. Our results demonstrate significant heterogeneity of gemcitabine delivery within individual pancreatic tumors and across the patient cohort, with gemcitabine DNA incorporation in the inner portion of the tumors ranging from 38 to 74% of the total. Similarly, the CT-derived mass transport properties of the tumors had a high degree of heterogeneity, ranging from minimal difference to almost 200% difference between inner and outer portions of the tumor. Our quantitative method to derive transport properties from CT scans demonstrated less than 5% difference in gemcitabine prediction at the average CT-derived transport value across observers. These data illustrate significant inter-patient and intra-tumoral heterogeneity in the delivery of gemcitabine, and highlight how this variability can be reproducibly accounted for using principles of mass transport. With further validation as a biophysical marker, transport properties of tumors may be useful in patient selection for therapy and prediction of therapeutic outcome.Physical Biology 12/2014; 11(6):065002. DOI:10.1088/1478-3975/11/6/065002 · 3.14 Impact Factor
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ABSTRACT: This Phase 1 study aimed to determine the recommended Phase 2 dose of LY2334737, an oral gemcitabine prodrug, when combined with standard dose docetaxel treatment in patients with advanced solid tumors. Pharmacokinetics (PK) and antitumor activity were additionally evaluated. Patients with advanced/metastatic solid tumors received escalating doses of LY2334737 once daily (QD) for 14 days, followed by a 7-day drug-free period. Docetaxel was given at 75 mg/m(2) every 3 weeks (q3w). Cycles were repeated until progressive disease (PD) or unacceptable toxicity. Of 22 patients recruited, all Caucasian, 7 received an LY2334737 dose of 10 mg/day, 10 received 20 mg/day, 5 received 30 mg/day. Nineteen patients discontinued due to PD, 2 due to adverse events, 1 due to investigator decision. Dose-limiting toxicities: 2× febrile neutropenia (G3), 2× fatigue (1× G2, 1× G3), 1× neutropenia (G4). The maximum tolerated dose (MTD) was identified to be 10 mg/day. Two patients achieved partial response, 10 patients stable disease. Enrollment was stopped after unexpected hepatic toxicities were observed with LY2334737 QD for 14 days per cycle in another study of Japanese patients. PK data were consistent with the first-in-man study of LY2334737 and did not reveal any drug-drug interaction between LY2334737 and docetaxel. Combination of LY2334737 at doses up to 30 mg/day QD for 14 days per cycle with docetaxel 75 mg/m(2) q3w resulted in an undesirable toxicity profile and a low MTD of 10 mg/day. Alternative treatment schedules of LY2334737 should be explored.Cancer Chemotherapy and Pharmacology 04/2014; DOI:10.1007/s00280-014-2457-1 · 2.80 Impact Factor
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ABSTRACT: Background. The therapeutic resistance of pancreatic ductal adenocarcinoma (PDAC) is partly ascribed to ineffective delivery of chemotherapy to cancer cells. We hypothesized that physical properties at vascular, extracellular, and cellular scales influence delivery of and response to gemcitabine-based therapy. Methods. We developed a method to measure mass transport properties during routine contrast-enhanced CT scans of individual human PDAC tumors. Additionally, we evaluated gemcitabine infusion during PDAC resection in 12 patients, measuring gemcitabine incorporation into tumor DNA and correlating its uptake with human equilibrative nucleoside transporter (hENT1) levels, stromal reaction, and CT-derived mass transport properties. We also studied associations between CT-derived transport properties and clinical outcomes in patients who received preoperative gemcitabine-based chemoradiotherapy for resectable PDAC. Results. Transport modeling of 176 CT scans illustrated striking differences in transport properties between normal pancreas and tumor, with a wide array of enhancement profiles. Reflecting the interpatient differences in contrast enhancement, resected tumors exhibited dramatic differences in gemcitabine DNA incorporation, despite similar intravascular pharmacokinetics. Gemcitabine incorporation into tumor DNA was inversely related to CT-derived transport parameters and PDAC stromal score, after accounting for hENT1 levels. Moreover, stromal score directly correlated with CT-derived parameters. Among 110 patients who received preoperative gemcitabine-based chemoradiotherapy, CT-derived parameters correlated with pathological response and survival. Conclusion. Gemcitabine incorporation into tumor DNA is highly variable and correlates with multiscale transport properties that can be derived from routine CT scans. Furthermore, pretherapy CT-derived properties correlate with clinically relevant endpoints. Trial registration. Clinicaltrials.gov NCT01276613. Funding. Lustgarten Foundation (989161), Department of Defense (W81XWH-09-1-0212), NIH (U54CA151668, KCA088084).The Journal of clinical investigation 03/2014; DOI:10.1172/JCI73455 · 15.39 Impact Factor