Polybiome Systems Medicine (PSM) – Volume III: AI Nutrigenomics, Precision Fermentation, and Genotype-Aligned Biomanufacturing

Zenodo Description – Polybiome Systems Medicine, Volume III Abstract / Overview:This White Paper presents Polybiome Systems Medicine, Volume III, a comprehensive, human-centered, and forward-looking framework integrating AI-driven nutrigenomics, precision fermentation, and genotype-aligned biomanufacturing. The document establishes timestamped scientific priority for novel constructs including Digital Nutrient Specification (DNS), Functional Deficiency Score (FDS), AI Inverse Nutrient Design, and Bioprocess Fidelity Metric (BFM). It bridges computational modeling, experimental biology, and translational applications, providing a structured pathway from genomic and microbiome data to actionable health interventions and bio-manufactured products. Analytical & Critical Scope:The work critically evaluates the current limitations of reductionist biomedical frameworks and proposes a systems-level architecture capable of integrating multi-omic datasets, predictive AI modeling, and controlled biomanufacturing pipelines. Each construct is defined, mathematically formalized, and linked to practical implementation scenarios. The methodology section rigorously details data flows, algorithmic pipelines, and process validation metrics, providing reproducibility and transparency. Innovative Features: DNS & FDS: Genotype-aligned nutrient design and functional evaluation metrics allow precision assessment of nutrient deficiencies and individualized interventions. AI Inverse Nutrient Design: Predictive algorithms reverse-engineer nutrient compositions for specific phenotypic outcomes, bridging computational and clinical translation. Genotype-Aligned Biomanufacturing & BFM: Ensures precise, reproducible production of bioactive compounds tailored to individual genomes, with integrated quality and fidelity monitoring. Ethical Governance & Feedback Loops: Embeds living laboratory models, predictive sovereignty, and regulatory oversight into all stages to ensure ethical, safe, and responsible applications. Applications & Future Impact:This framework is positioned to transform personalized nutrition, microbial therapeutics, and synthetic biology, providing a blueprint for researchers, clinicians, and industrial practitioners. The White Paper includes practical use cases, simulation data, and conceptual maps, offering a clear roadmap for future studies, industrial deployment, and policy guidance. Keywords / Tags:Polybiome Systems Medicine, AI Nutrigenomics, Precision Fermentation, Genotype-Aligned Biomanufacturing, Digital Nutrient Specification, Functional Deficiency Score, Bioprocess Fidelity Metric, Computational Medicine, Systems Biology, Translational Bioengineering.