Two-Level Bioenergetic Coherence Model Integrating NAD⁺, ROS, and ATP within the ISHEA Δ±1 Framework

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Authors: Carlos Jose Perez Pulido
Cited by: 2

Abstract

Aquí tienes una descripción breve, estilo Wikipedia (neutral y enciclopédica): --- The ISHEA Δ±1 Two-Level Bioenergetic Coherence Model is a theoretical mathematical framework that conceptualizes cellular metabolism as a two-layered system integrating redox regulation and energy execution. The model proposes that NAD⁺-dependent redox balance and regulated reactive oxygen species (ROS) signaling form an upstream informational-regulatory layer, while adenosine triphosphate (ATP) functions as a downstream energetic execution layer. Within the ISHEA Δ±1 framework, systemic bioenergetic states are represented using a bounded nonlinear coherence metric ranging from −1 to +1. The model incorporates weighted contributions and interaction terms between normalized biological variables and uses computational sensitivity analyses to evaluate parameter influence. It is presented as a systems biology approach to modeling bioenergetic organization and does not constitute a clinically validated diagnostic tool.

Fields of Study & Subjects

Chemical and Physical Properties in Aqueous Solutions Photosynthetic Processes and Mechanisms Spectroscopy and Quantum Chemical Studies

Publication details

Journal / source
OSF Preprints (OSF Preprints)
Publication date
1 January 2026
Document type
Preprint