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 …
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 …
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 …
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 …
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 …
Cancer is a multifaceted disease characterized by heterogeneous genetic alterations and cellular metabolism, at the organ, tissue, and cellular level. Key features of cancer …
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 …
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 …
Characterizing the complex interplay of cellular processes in cancer would enable the discovery of key mechanisms underlying its development and progression. Published …