Cancer systems biology: a peek into the future of patient care?

HMJ Werner, GB Mills, PT Ram - Nature reviews Clinical oncology, 2014 - nature.com
Traditionally, scientific research has focused on studying individual events, such as single
mutations, gene function, or the effect that mutating one protein has on a biological …

Cancer systems biology: embracing complexity to develop better anticancer therapeutic strategies

W Du, O Elemento - Oncogene, 2015 - nature.com
The transformation of normal cells into cancer cells and maintenance of the malignant state
and phenotypes are associated with genetic and epigenetic deregulations, altered cellular …

Future of personalized medicine in oncology: a systems biology approach

AM Gonzalez-Angulo, BTJ Hennessy… - Journal of clinical …, 2010 - ascopubs.org
The development of cost-effective technologies able to comprehensively assess DNA, RNA,
protein, and metabolites in patient tumors has fueled efforts to tailor medical care. Indeed …

Systems biology: confronting the complexity of cancer

AJ Gentles, D Gallahan - 2011 - AACR
Abstract The AACR-NCI Conference “Systems Biology: Confronting the Complexity of
Cancer” took place from February 27 to March 2, 2011, in San Diego, CA. Several themes …

Systems medicine: a real approach for future personalized oncology?

DH Roukos - Pharmacogenomics, 2010 - Taylor & Francis
Current and emerging biomedical science efforts are driven by determining how to improve
clinical outcomes for patients, but the roadmap to achieve this goal has been controversial …

Cancer systems biology: a network modeling perspective

PK Kreeger, DA Lauffenburger - Carcinogenesis, 2010 - academic.oup.com
Cancer is now appreciated as not only a highly heterogenous pathology with respect to cell
type and tissue origin but also as a disease involving dysregulation of multiple pathways …

Cancer systems biology in the genome sequencing era: part 2, evolutionary dynamics of tumor clonal networks and drug resistance

E Wang, J Zou, N Zaman, LK Beitel, M Trifiro… - Seminars in cancer …, 2013 - Elsevier
A tumor often consists of multiple cell subpopulations (clones). Current chemo-treatments
often target one clone of a tumor. Although the drug kills that clone, other clones overtake it …

Cancer: a systems biology disease

JJ Hornberg, FJ Bruggeman, HV Westerhoff… - Biosystems, 2006 - Elsevier
Cancer research has focused on the identification of molecular differences between
cancerous and healthy cells. The emerging picture is overwhelmingly complex. Molecules …

Systems biology for cancer

IG Khalil, C Hill - Current opinion in oncology, 2005 - journals.lww.com
An important challenge facing the field is how better to translate in vitro discoveries to the
clinic. Computational systems biology approaches that use omic data to predict biology …

A systems approach to clinical oncology uses deep phenotyping to deliver personalized care

JT Yurkovich, Q Tian, ND Price, L Hood - Nature Reviews Clinical …, 2020 - nature.com
Cancer encompasses a complex, heterogeneous and dynamic group of diseases that arise
from perturbations to multiple biological networks within the body. A systems biology-based …