AI‐Driven Cancer Multi‐Omics: A Review From the Data Pipeline Perspective
The exponential growth of cancer multi‐omics data brings opportunities and challenges for precision oncology. This review systematically examines AI's role in addressing these challenges, covering generative models, integration architectures, Explainable AI for clinical trust, clinical applications, and key directions for clinical translation.
Shilong Liu, Shunxiang Li, Kun Qian
wiley +1 more source
Cancer stem cells (CSCs) drive metastasis, relapse and resist conventional apoptosis‐inducing chemotherapies. We report a cobalt(III)‐cyclam complex with pyrene and diflunisal moieties that reduces the viability of breast CSCs at low micromolar concentrations.
Jiaxin Fang +7 more
wiley +2 more sources
Graphene Oxide Modulates ROS Production and Apoptotic Responses to Bortezomib in Human Glioblastoma Cells: An In Vitro Study. [PDF]
Krętowski R +4 more
europepmc +1 more source
Matrix‐assisted laser desorption/ionization imaging‐based identification of reliable small molecule markers across heterogeneous glioblastoma cohorts is challenging with intensity‐only methods. We present spatially informed feature selection (SIFS), a spatially informed framework that prioritizes molecules consistently colocalizing with histopathology.
Shad A. Mohammed +15 more
wiley +1 more source
Prodigiosin Enhanced TMZ Chemosensitivity by Suppressing Focal Adhesion and Inhibiting Autophagy in Glioblastoma Cells. [PDF]
Dai S +6 more
europepmc +1 more source
Objective As leptomeningeal metastasis (LM) has a poor prognosis, reliable cerebrospinal fluid (CSF) diagnostic biomarkers are urgently needed. This study evaluated the diagnostic value of CSF growth differentiation factor 15 (GDF15) in LM from lung adenocarcinoma (LUAD) and breast cancer (BC).
Haoyu Ruan +12 more
wiley +1 more source
Overexpression of miR-219 as a potential therapeutic strategy of glioblastoma cells in vitro. [PDF]
Petrović M +6 more
europepmc +1 more source
Synergistic In Vitro Effects of Minor Phytocannabinoids and Melatonin Combinations Against Human Glioblastoma Cells. [PDF]
Morelli MB +6 more
europepmc +1 more source
Double functionalized Sindbis E2 glycoprotein modifies Sindbis tropism favouring infection of α5β1⁺ glioblastoma cells. [PDF]
Duvergé A +5 more
europepmc +1 more source
A Mussel-Inspired Bioadhesive Patch to Selectively Kill Glioblastoma Cells. [PDF]
Bolaños-Cardet J +5 more
europepmc +1 more source

