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

Authors :
Yvonne Watson
James P B O'Connor
Andrew R Clamp
Brandon Whitcher
Susan Cheung
Alan Jackson
Gordon C Jayson
Giovanni A Buonaccorsi
F Maders
Chris Roberts
Chris J Rose
G. J. Parker
G Thompson
Source :
O'Connor, J P B, Rose, C J, Jackson, A, Watson, Y, Cheung, S, Maders, F, Whitcher, B J, Roberts, C, Buonaccorsi, G A, Thompson, G, Clamp, A R, Jayson, G C & Parker, G J M 2011, ' DCE-MRI biomarkers of tumour heterogeneity predict CRC liver metastasis shrinkage following bevacizumab and FOLFOX-6 ' British Journal of Cancer, vol. 105, no. 1, pp. 139-145 . https://doi.org/10.1038/bjc.2011.191, British Journal of Cancer, O'Connor, J P B, Rose, C J, Jackson, A, Watson, Y, Cheung, S, Maders, F, Whitcher, B J, Roberts, C, Buonaccorsi, G A, Thompson, G, Clamp, A R, Jayson, G C & Parker, G J M 2011, ' DCE-MRI biomarkers of tumour heterogeneity predict CRC liver metastasis shrinkage following bevacizumab and FOLFOX-6 ', British Journal of Cancer, vol. 105, no. 1, pp. 139-145 . https://doi.org/10.1038/bjc.2011.191
Publication Year :
2011

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, P0.00005). 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. © 2011 Cancer Research UK All rights reserved.

Details

Language :
English
Database :
OpenAIRE
Journal :
O'Connor, J P B, Rose, C J, Jackson, A, Watson, Y, Cheung, S, Maders, F, Whitcher, B J, Roberts, C, Buonaccorsi, G A, Thompson, G, Clamp, A R, Jayson, G C & Parker, G J M 2011, ' DCE-MRI biomarkers of tumour heterogeneity predict CRC liver metastasis shrinkage following bevacizumab and FOLFOX-6 ' British Journal of Cancer, vol. 105, no. 1, pp. 139-145 . https://doi.org/10.1038/bjc.2011.191, British Journal of Cancer, O'Connor, J P B, Rose, C J, Jackson, A, Watson, Y, Cheung, S, Maders, F, Whitcher, B J, Roberts, C, Buonaccorsi, G A, Thompson, G, Clamp, A R, Jayson, G C & Parker, G J M 2011, ' DCE-MRI biomarkers of tumour heterogeneity predict CRC liver metastasis shrinkage following bevacizumab and FOLFOX-6 ', British Journal of Cancer, vol. 105, no. 1, pp. 139-145 . https://doi.org/10.1038/bjc.2011.191
Accession number :
edsair.doi.dedup.....20b79a37e1fd8b2b7dbe27378c3b3f89
Full Text :
https://doi.org/10.1038/bjc.2011.191