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1.
Br J Cancer ; 105(1): 139-45, 2011 Jun 28.
Article in English | MEDLINE | ID: mdl-21673686

ABSTRACT

BACKGROUND: There is limited evidence that imaging biomarkers can predict subsequent response to therapy. Such prognostic and/or predictive biomarkers would facilitate development of personalised medicine. We hypothesised that pre-treatment measurement of the heterogeneity of tumour vascular enhancement could predict clinical outcome following combination anti-angiogenic and cytotoxic chemotherapy in colorectal cancer (CRC) liver metastases. METHODS: Ten patients with 26 CRC liver metastases had two dynamic contrast-enhanced MRI (DCE-MRI) examinations before starting first-line bevacizumab and FOLFOX-6. Pre-treatment biomarkers of tumour microvasculature were computed and a regression analysis was performed against the post-treatment change in tumour volume after five cycles of therapy. The ability of the resulting linear model to predict tumour shrinkage was evaluated using leave-one-out validation. Robustness to inter-visit variation was investigated using data from a second baseline scan. RESULTS: In all, 86% of the variance in post-treatment tumour shrinkage was explained by the median extravascular extracellular volume (v(e)), tumour enhancing fraction (E(F)), and microvascular uniformity (assessed with the fractal measure box dimension, d(0)) (R(2)=0.86, P<0.00005). Other variables, including baseline volume were not statistically significant. Median prediction error was 12%. Equivalent results were obtained from the second scan. CONCLUSION: Traditional image analyses may over-simplify tumour biology. Measuring microvascular heterogeneity may yield important prognostic and/or predictive biomarkers.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Colorectal Neoplasms/diagnosis , Contrast Media , Liver Neoplasms/diagnosis , Liver Neoplasms/drug therapy , Magnetic Resonance Imaging , Aged , Antibodies, Monoclonal, Humanized , Bevacizumab , Biomarkers, Tumor , Colorectal Neoplasms/drug therapy , Drug Therapy, Combination , Female , Fluorouracil/therapeutic use , Gadolinium DTPA , Humans , Leucovorin/therapeutic use , Liver Neoplasms/secondary , Male , Organoplatinum Compounds/therapeutic use , Retrospective Studies , Survival Rate , Treatment Outcome
2.
Br J Cancer ; 104(4): 719-25, 2011 Feb 15.
Article in English | MEDLINE | ID: mdl-21245866

ABSTRACT

PURPOSE: Treatment efficacy and toxicity are difficult to predict in lymphoma patients. In this study, the utility of circulating biomarkers in predicting and/or monitoring treatment efficacy/toxicity were investigated. PATIENTS AND METHODS: Circulating biomarkers of cell death (nucleosomal DNA (nDNA) and cytokeratin 18 (CK18)), and circulating FLT3 ligand, a potential biomarker of myelosuppression, were assessed before and serially after standard chemotherapy in 49 patients with Hodgkin and non-Hodgkin lymphoma. Cytokeratin 18 is not expressed in lymphoma cells so is a potential biomarker of epithelial toxicity in this setting. Tumour response was assessed before and after completion of chemotherapy by 2D and 3D computed tomography radiological response. RESULTS: Baseline nDNA level was significantly higher in all lymphoma subtypes compared with 61 healthy controls and was prognostic for progression-free survival in diffuse large B-cell lymphoma (DLBCL). Decreases in nDNA levels were observed in the first week after chemotherapy; in FL, early falls in nDNA predicted for long remission following therapy. In DLBCL, elevations in nDNA occurred in cases with progressive disease. Circulating CK18 increased within 48 h of chemotherapy and was significantly higher in patients experiencing epithelial toxicity graded >3 by Common Terminology for Classification of Adverse Events criteria. FLT3 ligand was elevated within 3-8 days of chemotherapy initiation and predicted those patients who subsequently developed neutropenic sepsis. CONCLUSION: These data suggest circulating biomarkers contribute useful information regarding tumour response and toxicity in patients receiving standard chemotherapy and have potential utility in the development of individualised treatment approaches in lymphoma. These biomarkers are now being tested within multicentre phase III trials to progress their qualification.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacokinetics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/blood , Lymphoma/diagnosis , Lymphoma/drug therapy , Adolescent , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal, Murine-Derived/administration & dosage , Antibodies, Monoclonal, Murine-Derived/adverse effects , Antibodies, Monoclonal, Murine-Derived/pharmacokinetics , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Biomarkers, Pharmacological/analysis , Biomarkers, Pharmacological/blood , Biomarkers, Tumor/analysis , Bleomycin/adverse effects , Bleomycin/pharmacokinetics , Bleomycin/therapeutic use , Cyclophosphamide/adverse effects , Cyclophosphamide/pharmacokinetics , Cyclophosphamide/therapeutic use , DNA/analysis , DNA/blood , Dacarbazine/adverse effects , Dacarbazine/pharmacokinetics , Dacarbazine/therapeutic use , Doxorubicin/adverse effects , Doxorubicin/pharmacokinetics , Doxorubicin/therapeutic use , Female , Humans , Keratin-18/analysis , Keratin-18/blood , Lymphoma/blood , Lymphoma/metabolism , Male , Middle Aged , Nucleosomes/genetics , Predictive Value of Tests , Prednisone/adverse effects , Prednisone/pharmacokinetics , Prednisone/therapeutic use , Prognosis , Rituximab , Vinblastine/adverse effects , Vinblastine/pharmacokinetics , Vinblastine/therapeutic use , Vincristine/adverse effects , Vincristine/pharmacokinetics , Vincristine/therapeutic use , Young Adult , fms-Like Tyrosine Kinase 3/analysis , fms-Like Tyrosine Kinase 3/blood
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