[HTML][HTML] An integrated approach to biomarker discovery reveals gene signatures highly predictive of cancer progression

KL Sheng, L Kang, KJ Pridham, LE Dunkenberger… - Scientific reports, 2020 - nature.com
Current cancer biomarkers present variability in their predictive power and demonstrate
limited clinical efficacy, possibly due to the lack of functional relevance of biomarker genes …

Signaling pathway-based identification of extensive prognostic gene signatures for lung adenocarcinoma

YW Wan, DG Beer, NL Guo - Lung Cancer, 2012 - Elsevier
Tumor recurrence is the major cause of death in lung cancer treatment. To date, there is no
clinically applied gene expression-based model to predict the risk for tumor recurrence in …

Understanding prognostic gene expression signatures in lung cancer

CQ Zhu, M Pintilie, T John, D Strumpf, FA Shepherd… - Clinical lung cancer, 2009 - Elsevier
Abstract In Non—Small-cell lung cancer (NSCLC), molecular profiling of tumors has led to
the identification of gene expression patterns that are associated with specific phenotypes …

[HTML][HTML] Robust prognostic gene expression signatures in bladder cancer and lung adenocarcinoma depend on cell cycle related genes

GM Dancik, D Theodorescu - PloS one, 2014 - journals.plos.org
Few prognostic biomarkers are approved for clinical use primarily because their initial
performance cannot be repeated in independent datasets. We posited that robust …

[HTML][HTML] Biological convergence of cancer signatures

X Solé, N Bonifaci, N López-Bigas, A Berenguer… - PLoS …, 2009 - journals.plos.org
Gene expression profiling has identified cancer prognostic and predictive signatures with
superior performance to conventional histopathological or clinical parameters …

[HTML][HTML] Cancer biomarker discovery and validation

N Goossens, S Nakagawa, X Sun… - Translational cancer …, 2015 - ncbi.nlm.nih.gov
With the emergence of genomic profiling technologies and selective molecular targeted
therapies, biomarkers play an increasingly important role in the clinical management of …

[HTML][HTML] OSluca: an interactive web server to evaluate prognostic biomarkers for lung cancer

Z Yan, Q Wang, Z Lu, X Sun, P Song, Y Dang… - Frontiers in …, 2020 - frontiersin.org
Lung cancer is the principal cause of leading cancer-related incidence and mortality in the
world. Various studies have excavated the potential prognostic biomarkers for cancer …

[HTML][HTML] Comprehensive evaluation of published gene expression prognostic signatures for biomarker-based lung cancer clinical studies

H Tang, S Wang, G Xiao, J Schiller… - Annals of …, 2017 - Elsevier
Background A more accurate prognosis for non-small-cell lung cancer (NSCLC) patients
could aid in the identification of patients at high risk for recurrence. Many NSCLC mRNA …

Molecular analysis-based treatment strategies for non–small cell lung cancer

G Bepler, M Begum, GR Simon - Cancer Control, 2008 - journals.sagepub.com
Background Lung cancer is the leading cause of cancer-related mortality. Improved
understanding in the molecular biology and genetics of lung cancer has resulted in the …

[HTML][HTML] Exploiting the noise: improving biomarkers with ensembles of data analysis methodologies

MHW Starmans, M Pintilie, T John, SD Der… - Genome medicine, 2012 - Springer
Background The advent of personalized medicine requires robust, reproducible biomarkers
that indicate which treatment will maximize therapeutic benefit while minimizing side effects …