Predictive data mining in clinical medicine: current issues and guidelines

R Bellazzi, B Zupan - International journal of medical informatics, 2008 - Elsevier
BACKGROUND: The widespread availability of new computational methods and tools for
data analysis and predictive modeling requires medical informatics researchers and …

The multifaceted role of Notch in cancer

M Roy, WS Pear, JC Aster - Current opinion in genetics & development, 2007 - Elsevier
The diverse roles that Notch signals play during the development and maintenance of
normal tissues are recapitulated in different forms of cancer. Depending on the tumor type …

Discovery and validation of a prostate cancer genomic classifier that predicts early metastasis following radical prostatectomy

N Erho, A Crisan, IA Vergara, AP Mitra, M Ghadessi… - PloS one, 2013 - journals.plos.org
Purpose Clinicopathologic features and biochemical recurrence are sensitive, but not
specific, predictors of metastatic disease and lethal prostate cancer. We hypothesize that a …

Gene expression profiles of prostate cancer reveal involvement of multiple molecular pathways in the metastatic process

UR Chandran, C Ma, R Dhir, M Bisceglia… - BMC cancer, 2007 - Springer
Background Prostate cancer is characterized by heterogeneity in the clinical course that
often does not correlate with morphologic features of the tumor. Metastasis reflects the most …

TMPRSS2-ERG fusion prostate cancer: an early molecular event associated with invasion

S Perner, JM Mosquera, F Demichelis… - The American journal …, 2007 - journals.lww.com
Prostate cancer (PCA) is one of the most prevalent cancers and a major leading cause of
morbidity and mortality in the Western world. The TMPRSS2-ERG fusion was recently …

Development and validation of a 28-gene hypoxia-related prognostic signature for localized prostate cancer

L Yang, D Roberts, M Takhar, N Erho, BAS Bibby… - …, 2018 - thelancet.com
Background Hypoxia is associated with a poor prognosis in prostate cancer. This work
aimed to derive and validate a hypoxia-related mRNA signature for localized prostate …

Active surveillance for early‐stage prostate cancer: review of the current literature

MA Dall'Era, MR Cooperberg, JM Chan… - … Journal of the …, 2008 - Wiley Online Library
The natural history of prostate cancer is remarkably heterogeneous and, at this time, not
completely understood. The widespread adoption and application of prostate‐specific …

Expression profiling of prostate cancer tissue delineates genes associated with recurrence after prostatectomy

MM Mortensen, S Høyer, AS Lynnerup, TF Ørntoft… - Scientific reports, 2015 - nature.com
Prostate cancer is a leading cause of cancer death amongst males. The main clinical
dilemma in treating prostate cancer is the high number of indolent cases that confer a …

Microenvironmental regulation of cancer stem cell phenotypes

DF Quail, MJ Taylor, LM Postovit - Current stem cell research …, 2012 - ingentaconnect.com
Cancer is a complex set of diseases, driven by genomic instability overlaid with epigenetic
modifications. Two prevailing concepts, the stochastic theory and the hierarchical theory, are …

Morphological features of TMPRSS2–ERG gene fusion prostate cancer

JM Mosquera, S Perner, F Demichelis… - The Journal of …, 2007 - Wiley Online Library
The TMPRSS2–ETS fusion prostate cancers comprise 50–70% of the prostate‐specific
antigen (PSA)‐screened hospital‐based prostate cancers examined to date, making it …