Adaptation and learning of molecular networks as a description of cancer development at the systems-level: potential use in anti-cancer therapies

DM Gyurkó, DV Veres, D Módos, K Lenti… - Seminars in Cancer …, 2013 - Elsevier
There is a widening recognition that cancer cells are products of complex developmental
processes. Carcinogenesis and metastasis formation are increasingly described as systems …

Cancer-related networks: a help to understand, predict and change malignant transformation

P Csermely, T Korcsmáros - Seminars in Cancer Biology, 2013 - Elsevier
Cancer is increasingly described as a systems-level, network phenomenon. Genetic
methods, such as next generation sequencing and RNA interference uncovered the …

Cancer stem cells display extremely large evolvability: alternating plastic and rigid networks as a potential mechanism: network models, novel therapeutic target …

P Csermely, J Hódsági, T Korcsmáros, D Módos… - Seminars in cancer …, 2015 - Elsevier
Cancer is increasingly perceived as a systems-level, network phenomenon. The major trend
of malignant transformation can be described as a two-phase process, where an initial …

[HTML][HTML] Network systems biology for targeted cancer therapies

TT Zhou - Chinese journal of cancer, 2012 - ncbi.nlm.nih.gov
The era of targeted cancer therapies has arrived. However, due to the complexity of
biological systems, the current progress is far from enough. From biological network …

Analysis of cancer signaling networks by systems biology to develop therapies

RD Prasasya, D Tian, PK Kreeger - Seminars in Cancer Biology, 2011 - Elsevier
Cancer is a complex and heterogeneous disease, demonstrating variations with respect to
tumor types and between individual tumors. This heterogeneity has complicated the search …

Complexity against current cancer research: Are we on the wrong track?

Y Kasikci, H Gronemeyer - International journal of cancer, 2022 - Wiley Online Library
Cancer genetics has led to major discoveries, including protooncogene and tumor‐
suppressor concepts, and cancer genomics generated concepts like driver and passenger …

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 …

Explaining the dynamics of tumor aggressiveness: At the crossroads between biology, artificial intelligence and complex systems

CAM La Porta, S Zapperi - Seminars in Cancer Biology, 2018 - Elsevier
Facing metastasis is the most pressing challenge of cancer research. In this review, we
discuss recent advances in understanding phenotypic plasticity of cancer cells, highlighting …

Network-oriented approaches to anticancer drug response

P Lecca, A Re - Cancer Gene Networks, 2017 - Springer
A long-standing paradigm in drug discovery has been the concept of designing maximally
selective drugs to act on individual targets considered to underlie a disease of interest …

Deciphering cellular states of innate tumor drug responses

E Graudens, V Boulanger, C Mollard… - Genome biology, 2006 - Springer
Background The molecular mechanisms underlying innate tumor drug resistance, a major
obstacle to successful cancer therapy, remain poorly understood. In colorectal cancer …