Systems biology and cancer: promises and perils

SG Baker, BS Kramer - Progress in biophysics and molecular biology, 2011 - Elsevier
Systems biology uses systems of mathematical rules and formulas to study complex
biological phenomena. In cancer research there are three distinct threads in systems biology …

Translational Oncogenomics and Human Cancer Interactomics: Advanced Techniques and Complex System Dynamic Approaches

IC Baianu - Ch, 2011 - books.google.com
An overview of translational, human oncogenomics, transcriptomics and cancer interactomic
networks is presented together with basic concepts and potential, new applications to …

A systems biology view of cancer

R Laubenbacher, V Hower, A Jarrah, SV Torti… - … et Biophysica Acta (BBA …, 2009 - Elsevier
In order to understand how a cancer cell is functionally different from a normal cell it is
necessary to assess the complex network of pathways involving gene regulation, signaling …

Bioinformatics: big data versus the big C

N Savage - Nature, 2014 - nature.com
Bioinformatics: Big data versus the big C | Nature Skip to main content Thank you for visiting
nature.com. You are using a browser version with limited support for CSS. To obtain the best …

The challenge of translating system biology into targeted therapy of cancer

AJ Conforte, M Magalhães, TM Tilli… - Theoretical and Applied …, 2018 - Springer
Translational medicine has been leveraging new technologies and tools for data analysis to
promote the development of new treatments. Integration of translational medicine with …

Report on EU–USA Workshop: How Systems Biology Can Advance Cancer Research (27 October 2008)

R Aebersold, C Auffray, E Baney, E Barillot, A Brazma… - 2009 - Wiley Online Library
The main conclusion is that systems biology approaches can indeed advance cancer
research, having already proved successful in a very wide variety of cancer‐related areas …

Some mathematical modelling challenges and approaches in cancer

PK Maini, RA Gatenby - Cancer bioinformatics: from therapy …, 2006 - Wiley Online Library
Over the past several decades an intense, primarily experimental, scientific effort has
yielded remarkable increases in our understanding of tumour biology. In 2003 alone over …

Opportunities for improving cancer treatment using systems biology

JI Griffiths, AL Cohen, V Jones, R Salgia… - Current opinion in …, 2019 - Elsevier
Current cancer therapies target a limited set of tumor features, rather than considering the
tumor as a whole. Systems biology aims to reveal therapeutic targets associated with a …

Systems biologists seek fuller integration of systems biology approaches in new cancer research programs

O Wolkenhauer, C Auffray, S Baltrusch, N Blüthgen… - 2010 - AACR
Abstract Systems biology takes an interdisciplinary approach to the systematic study of
complex interactions in biological systems. This approach seeks to decipher the emergent …

Prospects and challenges of cancer systems medicine: from genes to disease networks

MR Karimi, AH Karimi, S Abolmaali… - Briefings in …, 2022 - academic.oup.com
It is becoming evident that holistic perspectives toward cancer are crucial in deciphering the
overwhelming complexity of tumors. Single-layer analysis of genome-wide data has greatly …