The Urooj Arshad AI-Driven Autonomous Nano-Electroceutical Framework [UA-ANEF]: Overcoming the In Vivo Delivery Gap in Dormant Cancer Stem Cell Therapeutics
Sep 2026· Zenodo (CERN European Organization for Nuclear Research)
Abstract
This theoretical blueprint introduces the Urooj Arshad AI-Driven Autonomous Nano-Electroceutical Framework [UA-ANEF-2026]. The model critiques current AI oncology systems for ignoring in vivo hydrodynamic drag—the "In Vivo Delivery Gap"—which leads to premature hepatic clearance of nanoparticles. We propose using 100 nm autologous exosomes loaded with Thymoquinone and SPIONs, guided actively in real-time by a Deep Reinforcement Learning (DRL) agent via an external multi-coil electromagnetic array. Upon localized target niche accumulation, low-intensity focused ultrasound (LIFU) triggers payload release, followed by a 35 Hz cyclotron-resonant PEMF to selectively depolarize hyperpolarized (-90.84 mV) Kir3.4 channels in dormant Cancer Stem Cells (dCSCs), forcing mitochondrial-mediated apoptosis.
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