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SUMOylation proteins in breast cancer (2014)
Journal Article
Alshareeda, A. T., Negm, O. H., Green, A. R., Nolan, C., Tighe, P., Albarakati, N., …Rakha, E. A. (2014). SUMOylation proteins in breast cancer. Breast Cancer Research and Treatment, 144(3), 519-530. https://doi.org/10.1007/s10549-014-2897-7

Small Ubiquitin-like Modifier proteins (or SUMO) modify the function of protein substrates involved in various cellular processes including DNA damage response (DDR). It is becoming apparent that dysregulated SUMO contribute to carcinogenesis by affe... Read More about SUMOylation proteins in breast cancer.

C-Met in invasive breast cancer: is there a relationship with the basal-like subtype? (2013)
Journal Article
Ho-Yen, C. M., Green, A. R., Brentnall, A. R., Rakha, E. A., Ellis, I. O., Kermorgant, S., & Jones, J. L. (2014). C-Met in invasive breast cancer: is there a relationship with the basal-like subtype?. Cancer, 120(2), 163-171. https://doi.org/10.1002/cncr.28386

BACKGROUND Basal‐like (BL) breast cancer is an aggressive form of breast cancer with limited treatment options. Recent work has identified BL breast cancer as a biologically distinct form of triple‐negative breast cancer, with a worse outlook. The... Read More about C-Met in invasive breast cancer: is there a relationship with the basal-like subtype?.

A quantifier-based fuzzy classification system for breast cancer patients (2013)
Journal Article
Soria, D., Garibaldi, J. M., Green, A. R., Powe, D. G., Nolan, C. C., Lemetre, C., …Ellis, I. O. (2013). A quantifier-based fuzzy classification system for breast cancer patients. Artificial Intelligence in Medicine, 58(3), https://doi.org/10.1016/j.artmed.2013.04.006

Objectives:Recent studies of breast cancer data have identified seven distinct clinical phenotypes (groups) using immunohistochemical analysis and a range of different clustering techniques. Consensus between unsupervised classification algorithms ha... Read More about A quantifier-based fuzzy classification system for breast cancer patients.

Calpain-1 expression is associated with relapse-free survival in breast cancer patients treated with trastuzumab following adjuvant chemotherapy (2011)
Journal Article
Storr, S. J., Woolston, C. M., Barros, F. F., Green, A. R., Shehata, M., Chan, S. Y., …Martin, S. G. (2011). Calpain-1 expression is associated with relapse-free survival in breast cancer patients treated with trastuzumab following adjuvant chemotherapy. International Journal of Cancer, 129(7), 1773-1780. https://doi.org/10.1002/ijc.25832

The calpain family, and their endogenous inhibitor calpastatin, has been implicated in cancer progression, and recent in vitro data have indicated a role in trastuzumab resistance. The aims of our study were to examine expression levels of calpastati... Read More about Calpain-1 expression is associated with relapse-free survival in breast cancer patients treated with trastuzumab following adjuvant chemotherapy.

A methodology to identify consensus classes from clustering algorithms applied to immunohistochemical data from breast cancer patients (2010)
Journal Article
Soria, D., Garibaldi, J. M., Ambrogi, F., Green, A. R., Powe, D., Rakha, E., …Ellis, I. O. (2010). A methodology to identify consensus classes from clustering algorithms applied to immunohistochemical data from breast cancer patients. Computers in Biology and Medicine, 40(3), https://doi.org/10.1016/j.compbiomed.2010.01.003

Single clustering methods have often been used to elucidate clusters in high dimensional medical data, even though reliance on a single algorithm is known to be problematic. In this paper, we present a methodology to determine a set of ‘core classes’... Read More about A methodology to identify consensus classes from clustering algorithms applied to immunohistochemical data from breast cancer patients.