Large-scale data integration framework provides a comprehensive view on glioblastoma multiforme

K Ovaska, M Laakso, S Haapa-Paananen, R Louhimo… - Genome medicine, 2010 - Springer
Background Coordinated efforts to collect large-scale data sets provide a basis for systems
level understanding of complex diseases. In order to translate these fragmented and …

Correlation of somatic mutation and expression identifies genes important in human glioblastoma progression and survival

DL Masica, R Karchin - Cancer research, 2011 - AACR
Cooperative dysregulation of gene sequence and expression may contribute to cancer
formation and progression. The Cancer Genome Atlas (TCGA) Network recently catalogued …

The future role of personalized medicine in the treatment of glioblastoma multiforme

J Li, C Di, AK Mattox, L Wu… - Pharmacogenomics and …, 2010 - Taylor & Francis
Glioblastoma multiforme (GBM) remains one of the most malignant primary central nervous
system tumors. Personalized therapeutic approaches have not become standard of care for …

Cancer gene prioritization by integrative analysis of mRNA expression and DNA copy number data: a comparative review

L Lahti, M Schäfer, HU Klein, S Bicciato… - Briefings in …, 2013 - academic.oup.com
A variety of genome-wide profiling techniques are available to investigate complementary
aspects of genome structure and function. Integrative analysis of heterogeneous data …

Identification of differentially expressed miRNAs in individual breast cancer patient and application in personalized medicine

F Peng, Y Zhang, R Wang, W Zhou, Z Zhao, H Liang… - Oncogenesis, 2016 - nature.com
MicroRNAs (miRNAs) have key roles in breast cancer progression, and their expression
levels are heterogeneous across individual breast cancer patients. Traditional methods aim …

Therapy-, gender-and race-specific microRNA markers, target genes and networks related to glioblastoma recurrence and survival

KR Delfino, NVL Serão, BR Southey… - Cancer genomics & …, 2011 - cgp.iiarjournals.org
Aim: To identify and study targets of microRNA biomarkers of glioblastoma survival across
events (death and recurrence) and phases (life expectancy or post-diagnostic) using …

Multi-level reproducibility of signature hubs in human interactome for breast cancer metastasis

C Yao, H Li, C Zhou, L Zhang, J Zou, Z Guo - BMC systems biology, 2010 - Springer
Background It has been suggested that, in the human protein-protein interaction network,
changes of co-expression between highly connected proteins (" hub") and their interaction …

Individualized analysis of differentially expressed miRNAs with application to the identification of miRNAs deregulated commonly in lung cancer tissues

H Yan, H Cai, Q Guan, J He, J Zhang… - Briefings in …, 2018 - academic.oup.com
Identifying differentially expressed microRNAs (DE miRNAs) between cancer samples and
normal controls is a common way to investigate carcinogenesis mechanisms. However, for a …

Analysis of pathway mutation profiles highlights collaboration between cancer‐associated superpathways

Y Gu, W Zhao, J **a, Y Zhang, R Wu, C Wang… - Human …, 2011 - Wiley Online Library
The biological interpretation of the complexity of cancer somatic mutation profiles is a major
challenge in current cancer research. It has been suggested that mutations in multiple genes …

Bioinformatics and systems biology of cancers

GS Omenn - Progress in Molecular Biology and Translational …, 2010 - Elsevier
Molecular databases and bioinformatics methods and tools are essential for modern cancer
research. Multilevel analyses of all the protein-coding genes, thousands of proteins, and …