Cancer cell states and emergent properties of the dynamic tumor system

D Barkley, A Rao, M Pour, GS França… - Genome research, 2021 - genome.cshlp.org
Phenotypic heterogeneity within malignant cells of a tumor is emerging as a key property of
tumorigenesis. Recent work using single-cell transcriptomics has led to the identification of …

Personalized In Vitro and In Vivo Cancer Models to Guide Precision Medicine

C Pauli, BD Hopkins, D Prandi, R Shaw, T Fedrizzi… - Cancer discovery, 2017 - AACR
Precision medicine is an approach that takes into account the influence of individuals'
genes, environment, and lifestyle exposures to tailor interventions. Here, we describe the …

Personalized cancer models for target discovery and precision medicine

C Grandori, CJ Kemp - Trends in cancer, 2018 - cell.com
Although cancer research is progressing at an exponential rate, translating this knowledge
to develop better cancer drugs and more effectively match drugs to patients is lagging …

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 …

[HTML][HTML] Systematic identification of combinatorial drivers and targets in cancer cell lines

A Tabchy, N Eltonsy, DE Housman, GB Mills - PloS one, 2013 - journals.plos.org
There is an urgent need to elicit and validate highly efficacious targets for combinatorial
intervention from large scale ongoing molecular characterization efforts of tumors. We …

Navigating the challenge of tumor heterogeneity in cancer therapy

C Fedele, RW Tothill, GA McArthur - Cancer discovery, 2014 - AACR
The future of cancer treatment lies in personalized strategies designed to specifically target
tumorigenic cell populations present in an individual. Although recent advances in directed …

[HTML][HTML] Unraveling the cartography of the cancer ecosystem

R Rabbie, D Lau, RM White, DJ Adams - Genome Biology, 2021 - Springer
Background Tumors are complex multifaceted ecosystems composed of malignant cells
surrounded by a heterogeneous mixture of cell types. During oncogenesis, different …

Mechanisms and clinical implications of tumor heterogeneity and convergence on recurrent phenotypes

JA McQuerry, JT Chang, DDL Bowtell, A Cohen… - Journal of Molecular …, 2017 - Springer
Tumor heterogeneity has been identified at various-omic levels. The tumor genome,
transcriptome, proteome, and phenome can vary widely across cells in patient tumors and …

Onco‐multi‐OMICS approach: a new frontier in cancer research

S Chakraborty, MI Hosen, M Ahmed… - BioMed research …, 2018 - Wiley Online Library
The acquisition of cancer hallmarks requires molecular alterations at multiple levels
including genome, epigenome, transcriptome, proteome, and metabolome. In the past …

Characterization of cancer genomic heterogeneity by next-generation sequencing advances precision medicine in cancer treatment

J Zhang, SS Späth, SL Marjani… - Precision clinical …, 2018 - academic.oup.com
Cancer is a heterogeneous disease with unique genomic and phenotypic features that differ
between individual patients and even among individual tumor regions. In recent years, large …