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RESEARCH PAPER / 2026-03-17

The Genesis Framework: A Systems-Control Architecture for Safe Partial Cellular Rejuvenation via Stoichiometric saRNA Delivery, Integrated miRNA Logic Gating, and SORT Lipid Nanoparticles

Cepeda, C. J.

Forward Thinking Communities Inc · biorxiv

Abstract

Biological aging is increasingly understood as a process of reversible epigenetic regulatory drift rather than irreversible structural deterioration. The Genesis Framework proposes a systems-control architecture for safe partial cellular rejuvenation, grounded in four interdependent regulatory principles: stoichiometric transcriptional control of OCT4, SOX2, and KLF4 at a 3:2:1 molar ratio to promote chromatin remodeling without pluripotency induction; transient self-amplifying RNA delivery via 72-hour pulse using non-integrating saRNA; a microRNA-based dual-gate safety architecture utilizing the Let-7 and miR-294 axis within the 3' UTR to ensure biological activity exclusively in mature somatic cells; and tissue-network coordination through GDF11 and TIMP2 paracrine signaling. Delivery is proposed via selective organ targeting SORT lipid nanoparticles incorporating DOTAP at 5 mol% with m1-Psi-modified saRNA for nuclease resistance. All framework parameters emerged from 21,000 dual-validation simulation cycles concurrently testing efficacy and safety using BioNetGen, Python, and AlphaFold 3 integrated with Human Cell Atlas stochastic noise parameters. Experimental validation is outlined using human dermal fibroblasts as a primary model with falsifiable predictions anchored to Horvath DNA methylation clock reversal and NANOG suppression as primary endpoints. This document is a theoretical framework and complete laboratory blueprint released under CC0 for unrestricted scientific replication by independent biological laboratories worldwide.

The following analysis is generated by AI and may contain errors. It is separate from the authors’ abstract and is not peer review.

Research summary

The paper proposes a systems-control architecture for safe partial cellular rejuvenation through targeted molecular interventions. This research addresses the underlying mechanisms of biological aging and aims to develop strategies for rejuvenation, which is directly relevant to longevity and age-related diseases.

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