4.7 Article

DCE-MRI biomarkers of tumour heterogeneity predict CRC liver metastasis shrinkage following bevacizumab and FOLFOX-6

Journal

BRITISH JOURNAL OF CANCER
Volume 105, Issue 1, Pages 139-145

Publisher

NATURE PUBLISHING GROUP
DOI: 10.1038/bjc.2011.191

Keywords

angiogenesis; biomarker; heterogeneity; MRI; outcome; personalised medicine

Categories

Funding

  1. Cancer Research UK Clinical Research Training Fellowship [C19221/A6086]
  2. GlaxoSmithKline
  3. Medical Research Council [G0902173] Funding Source: researchfish
  4. MRC [G0902173] Funding Source: UKRI

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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. British Journal of Cancer (2011) 105, 139-145. doi:10.1038/bjc.2011.191 www.bjcancer.com Published online 14 June 2011 (C) 2011 Cancer Research UK

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