Back to search

Article

Integrated Systems Oncology: A Multimodal Framework for Addressing Cancer Heterogeneity

2025-10-08

Abstract excerpt

Cancer represents a complex adaptive system whose therapeutic recalcitrance is fundamentally driven by multidimensional heterogeneity. This heterogeneity manifests across genetic, epigenetic, metabolic, and immune axes, enabling tumors to evolve rapid and robust resistance mechanisms to monotherapies. While targeted therapies and immunotherapies have revolutionized oncology, their efficacy remains constrained by p...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
0db286fa-d69b-5384-8306-1d2b53ed0f56
DOI
10.20944/preprints202510.0570.v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Integrated Systems Oncology: A Multimodal Framework for Addressing Cancer HeterogeneityDOI 10.20944/preprints202510.0570.v1
Select a neighboring publication to make it the new centre.