[HTML][HTML] Integration of transcriptomics data into agent-based models of solid tumor metastasis

J Retzlaff, X Lai, C Berking, J Vera - Computational and structural …, 2023 - Elsevier
Recent progress in our understanding of cancer mostly relies on the systematic profiling of
patient samples with high-throughput techniques like transcriptomics. With this approach …

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 …

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 …

Deciphering molecular determinants of chemotherapy in gastrointestinal malignancy using systems biology approaches

LL Lin, HC Huang, HF Juan… - Drug Discovery …, 2014 - Elsevier
Highlights•Systems biology aids anti-cancer drug development for gastrointestinal
cancer.•Omics techniques can reveal potential signatures of chemotherapy responses at …

Integration of pan-omics technologies and three-dimensional in vitro tumor models: an approach toward drug discovery and precision medicine

A Jose, P Kulkarni, J Thilakan, M Munisamy… - Molecular Cancer, 2024 - Springer
Despite advancements in treatment protocols, cancer is one of the leading cause of deaths
worldwide. Therefore, there is a need to identify newer and personalized therapeutic targets …

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 …

[图书][B] Systems biology of cancer

S Thiagalingam - 2015 - books.google.com
With over two hundred types of cancer diagnosed to date, researchers the world over have
been forced to rapidly update their understanding of the biology of cancer. In fact, only the …

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 …

A network-based cancer drug discovery: from integrated multi-omics approaches to precision medicine

B Turanli, K Karagoz, G Gulfidan… - Current …, 2018 - ingentaconnect.com
A complex framework of interacting partners including genetic, proteomic, and metabolic
networks that cooperate to mediate specific functional phenotypes drives human biological …

Novel clinico–genome network modeling for revolutionizing genotype–phenotype-based personalized cancer care

DH Roukos - Expert review of molecular diagnostics, 2010 - Taylor & Francis
Although cancer heterogeneity, even within individual tumors with different treatment
responses of subcloncal cells populations, suggests the need for personalized medicine …