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 …

[图书][B] Cancer systems biology

L von Stechow, von Stechow, MARTON. - 2018 - Springer
Cancer is a highly complex disease that is often characterized by vast changes in the
genetic and epigenetic landscape. Those changes result in altered protein expression levels …

[图书][B] Systems biology in cancer research and drug discovery

AS Azmi - 2012 - Springer
The twenty-fi rst century has witnessed rapid advancement in computational technologies
that are increasingly being applied in cancer research. Thanks to availability of these high …

[PDF][PDF] Role of network biology in cancer research

R Singh, A Som - … trends in 'Computational Omics: concepts and …, 2020 - researchgate.net
Cancer is one of the most prevalent diseases that causes death worldwide. Due to its
extreme heterogeneity and complexity, cancer is often considered as a model case for …

Discovering altered regulation and signaling through network-based integration of transcriptomic, epigenomic, and proteomic tumor data

AJ Kedaigle, E Fraenkel - Cancer Systems Biology: Methods and Protocols, 2018 - Springer
With the extraordinary rise in available biological data, biologists and clinicians need
unbiased tools for data integration in order to reach accurate, succinct conclusions. Network …

A network medicine approach to build a comprehensive atlas for the prognosis of human cancer

F Zhang, C Ren, KK Lau, Z Zheng, G Lu… - Briefings in …, 2016 - academic.oup.com
The Cancer Genome Atlas project has generated multi-dimensional and highly integrated
genomic data from a large number of patient samples with detailed clinical records across …

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 …

[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 …

Navigating multi-scale cancer systems biology towards model-driven clinical oncology and its applications in personalized therapeutics

MN Gondal, SU Chaudhary - Frontiers in Oncology, 2021 - frontiersin.org
Rapid advancements in high-throughput omics technologies and experimental protocols
have led to the generation of vast amounts of scale-specific biomolecular data on cancer …

Systems approaches to cancer biology

TC Archer, EJ Fertig, SJC Gosline, M Hafner… - 2016 - AACR
Cancer systems biology aims to understand cancer as an integrated system of genes,
proteins, networks, and interactions rather than an entity of isolated molecular and cellular …