Quantum Bio-Physics of Carcinoma: Stigmergic Liquid Biopsy, Organ Tropism Homeostasis (H_t^organ), Circadian Chronotherapy, and Multi-Disciplinary Decision Auditing in Clinical Decision Support Systems

Conventional Clinical Decision Support Systems (CDSS) in radiation and medical oncology rely on static TNM staging and macroscopic anatomical snapshots, lacking real-time biomarker clearance kinetics, biological state superposition, and diurnal circadian pharmacodynamic optimization. We present OCAS-Med, a novel quantum-biophysical framework integrating four core capabilities: (1) Stigmergic Liquid Biopsy Analysis conforming to EU IVDR 2017/746 Class C and ISO 20184 standards with tumor-specific plasma clearance decay (λ_plasma); (2) Organ Homeostasis Defense Matrix (H_t^organ) coupled with AJCC 8th Edition pre-metastatic niche prediction; (3) 24-Hour Adaptive Circadian Chronotherapy satisfying ICRU-83 TDF radiation and pharmacodynamic safety limits; and (4) Multi-Disciplinary Tumor Board Auditing featuring a 4-branch specialist panel (Oncology, Radiology, Pathology, Pharmacology), SHA-256 cryptographic audit logs, and the Quantum Decision Auditor. Built upon our foundational L1-L6 quantum multi-agent tensor architecture and Friston Free Energy minimization principles, OCAS-Med achieves high predictive accuracy. Validation across a real-world clinical cohort of 2,480 patients from TCGA demonstrates an Isomorphic Validation Score of 98.4% (AUC-ROC: 0.962) and regulatory alignment under EU MDR 2017/745 Class IIb standards.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-30
DOI
https://doi.org/10.5281/zenodo.21700658
Primary Topic
Cancer Genomics and Diagnostics
Type
preprint
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preprint

Quantum Bio-Physics of Carcinoma: Stigmergic Liquid Biopsy, Organ Tropism Homeostasis (H_t^organ), Circadian Chronotherapy, and Multi-Disciplinary Decision Auditing in Clinical Decision Support Systems

Gönenç Aydın
Zenodo (CERN European Organization for Nuclear Research)
Cancer Genomics and Diagnostics
preprint

Quantum Bio-Physics of Carcinoma: Stigmergic Liquid Biopsy, Organ Tropism Homeostasis (H_t^organ), Circadian Chronotherapy, and Multi-Disciplinary Decision Auditing in Clinical Decision Support Systems

Gönenç Aydın
preprint en

Abstract

Conventional Clinical Decision Support Systems (CDSS) in radiation and medical oncology rely on static TNM staging and macroscopic anatomical snapshots, lacking real-time biomarker clearance kinetics, biological state superposition, and diurnal circadian pharmacodynamic optimization. We present OCAS-Med, a novel quantum-biophysical framework integrating four core capabilities: (1) Stigmergic Liquid Biopsy Analysis conforming to EU IVDR 2017/746 Class C and ISO 20184 standards with tumor-specific plasma clearance decay (λ_plasma); (2) Organ Homeostasis Defense Matrix (H_t^organ) coupled with AJCC 8th Edition pre-metastatic niche prediction; (3) 24-Hour Adaptive Circadian Chronotherapy satisfying ICRU-83 TDF radiation and pharmacodynamic safety limits; and (4) Multi-Disciplinary Tumor Board Auditing featuring a 4-branch specialist panel (Oncology, Radiology, Pathology, Pharmacology), SHA-256 cryptographic audit logs, and the Quantum Decision Auditor. Built upon our foundational L1-L6 quantum multi-agent tensor architecture and Friston Free Energy minimization principles, OCAS-Med achieves high predictive accuracy. Validation across a real-world clinical cohort of 2,480 patients from TCGA demonstrates an Isomorphic Validation Score of 98.4% (AUC-ROC: 0.962) and regulatory alignment under EU MDR 2017/745 Class IIb standards.

Zenodo (CERN European Organization for Nuclear Research)
Health Solutions (Sweden) (SE)
Cancer Genomics and Diagnostics
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