Engineering multidimensional evolutionary forces to combat cancer

CE McCoach, TG Bivona - Cancer discovery, 2019 - AACR
With advances in technology and bioinformatics, we are now positioned to view and
manage cancer through an evolutionary lens. This perspective is critical as our appreciation …

[HTML][HTML] Application of single-cell multi-omics in dissecting cancer cell plasticity and tumor heterogeneity

D Pan, D Jia - Frontiers in Molecular Biosciences, 2021 - frontiersin.org
Tumor heterogeneity, a hallmark of cancer, impairs the efficacy of cancer therapy and drives
tumor progression. Exploring inter-and intra-tumoral heterogeneity not only provides insights …

[HTML][HTML] Multi-omics approaches in cancer research with applications in tumor subtyping, prognosis, and diagnosis

O Menyhárt, B Győrffy - Computational and structural biotechnology journal, 2021 - Elsevier
While cost-effective high-throughput technologies provide an increasing amount of data, the
analyses of single layers of data seldom provide causal relations. Multi-omics data …

Not everyone fits the mold: intratumor and intertumor heterogeneity and innovative cancer drug design and development

K Dzobo, DA Senthebane, NE Thomford… - Omics: a journal of …, 2018 - liebertpub.com
Disruptive innovations in medicine are game-changing in nature and bring about radical
shifts in the way we understand human diseases, their treatment, and/or prevention. Yet …

[HTML][HTML] A detailed catalogue of multi-omics methodologies for identification of putative biomarkers and causal molecular networks in translational cancer research

EI Vlachavas, J Bohn, F Ueckert… - International journal of …, 2021 - mdpi.com
Recent advances in sequencing and biotechnological methodologies have led to the
generation of large volumes of molecular data of different omics layers, such as genomics …

Towards a better cancer precision medicine: systems biology meets immunotherapy

B Bhinder, O Elemento - Current opinion in systems biology, 2017 - Elsevier
Abstract Systems biology approaches that embrace the complexity of cancer are starting to
gain traction in the development of new anticancer therapeutic strategies. In this review we …

[HTML][HTML] Emerging understanding of multiscale tumor heterogeneity

MJ Gerdes, A Sood, C Sevinsky, AD Pris… - Frontiers in …, 2014 - frontiersin.org
Cancer is a multifaceted disease characterized by heterogeneous genetic alterations and
cellular metabolism, at the organ, tissue, and cellular level. Key features of cancer …

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 …

[HTML][HTML] Clinical application of advanced multi-omics tumor profiling: Shaping precision oncology of the future

D Akhoundova, MA Rubin - Cancer Cell, 2022 - cell.com
Next-generation DNA sequencing technology has dramatically advanced clinical oncology
through the identification of therapeutic targets and molecular biomarkers, leading to the …

[HTML][HTML] InFlo: a novel systems biology framework identifies cAMP-CREB1 axis as a key modulator of platinum resistance in ovarian cancer

N Dimitrova, AB Nagaraj, A Razi, S Singh… - Oncogene, 2017 - nature.com
Characterizing the complex interplay of cellular processes in cancer would enable the
discovery of key mechanisms underlying its development and progression. Published …