Standardized Core Models of Musculoskeletal Adaptation and Overuse Injury: A Didactic Framework Using the Dr Mihăilă Graphic System®
Year: 2026
Type: preprint
Abstract: The Pathophysiological Rosetta Stone: Mapping the Unified Architecture of Musculoskeletal Degeneration, Heart Failure, and Type 2 Diabetes In contemporary medical education, learners are increasingly exposed to vast amounts of information while simultaneously relying on AI systems to generate explanations on demand. Yet AI can provide information, not understanding; without internal conceptual structures, even the most accurate explanation remains cognitively inert. The didactic models presented in this manuscript aim to bridge this gap by offering a standardized visual language for representing physiological feedback. Through conceptual compression and intuitive graphical structure, these models allow learners to “see” the underlying regulatory patterns of the musculoskeletal system—patterns that are often obscured in traditional text‑based instruction. By making causal architecture explicit, the framework supports both teaching and learning, enabling students to build the foundational mental models required to interpret, integrate, and apply complex physiological knowledge in the era of AI‑augmented reasoning. Methodology Notice: All diagrams in this manuscript were created using the Dr Mihăilă Graphic System®, a standardized visual method for transforming causal relationships into intuitive geometric models (multi‑axis structures and circular‑arc feedback systems). This graphical methodology has been fully detailed in our foundational work and is applied here to the specific domain addressed in this manuscript. Trademark Notice: Dr Mihăilă Graphic System® is an officially registered trademark under the European Union Intellectual Property Office (EUIPO). Public registration record: EUIPO - eSearch Keywords: Musculoskeletal modeling, Osteoarthritis, Overuse injury, Muscle tension, Homeostasis, Negative feedback, Positive feedback. To review the entire integrated roadmap of the project, explore the author's independent open-science philosophy, and navigate the cultural birthplace of this framework, visit the central ecosystem hub: Author Central Author’s Note & System Update: Personally curated as the most conceptual manuscript of the entire series, this closing framework serves as a universal pathophysiological lens. It delivers a landmark comparative analysis accepting that the exact same conceptual mechanisms underpin Osteoarthritis, Heart Failure, and Type 2 Diabetes Mellitus, mapping their evolution across three immutable stages: Homeostasis (Balanced Negative Feedback), Remodeling (Strained Negative Feedback), and Decompensation (Positive Feedback Cascade). Furthermore, this pivotal volume acts as the legal and artistic anchor of the entire ecosystem, officially introducing the EUIPO-registered trademark and featuring exclusive author artefacts—including original artwork and high-end geometric plates. Note: This work is part of the Core Models in Physiology system, which has been downloaded over 9,100 times (and counting) by educators and students worldwide. The System's Foundation: · Built exclusively on established medical literature. · Designed as a complementary visual framework to traditional textbooks. Its Unique Power: · Provides a unified graphical language for causality and feedback. · Scalable and consistent across all physiological systems. · Proves its universal power by modeling diverse adaptive systems (from physiology to ecology) with the same core rules. Explore the full Core Models Collection New Core Models currently under construction. All titles listed below are developed exclusively under the Dr Mihăilă Graphic System® didactic framework. [Dr Mihăilă Graphic System®] A Graphic System for Teaching Physiological Causality and Beyond. Rules and Core Model Collection https://doi.org/10.5281/zenodo.15476147 [Foundational Manuscript] This work is published under CC BY-NC-ND 4.0. license and discoverable also on: - OER Commons (A Graphic System for Teaching Physiological Causality and Beyond. Rules and Core Model Collection | OER Commons), - Share My Lesson (Robert Ioan Mihaila | Share My Lesson), and - MERLOT (Robert Ioan Mihӑilӑ (Member Profile)) digital libraries as a curated and catalogued resource. - BASE BASE (Bielefeld Academic Search Engine): Hit List Core Endocrine Models I: A Graphic Causality System for Teaching Pancreatic and Adrenal Regulation https://doi.org/10.5281/zenodo.15352067 This work is published under CC BY-NC-ND 4.0. license and discoverable also on: - OER Commons (Core Endocrine Models I: A Graphic Causality System for Teaching Pancreatic and Adrenal Regulation | OER Commons), - Share My Lesson (Robert Ioan Mihaila | Share My Lesson), and - MERLOT (Robert Ioan Mihӑilӑ (Member Profile)) digital libraries as a curated and catalogued resource. - BASE BASE (Bielefeld Academic Search Engine): Hit List Core Endocrine Models II: A Graphic Causality System for Hierarchical Axes, Multi-Loop Integration and Clinical Pattern Recognition https://doi.org/10.5281/zenodo.15698563 This work is published under “All rights reserved” and discoverable also on: - MERLOT (Robert Ioan Mihӑilӑ (Member Profile)) digital library as a curated and catalogued resource. - BASE BASE (Bielefeld Academic Search Engine): Hit List Core Models in Gastrointestinal Physiology: A Graphic Causality System Approachhttps://doi.org/10.5281/zenodo.15831259 This work is published under CC BY-NC-ND 4.0. license and discoverable also on: - OER Commons (Core Models in Gastrointestinal Physiology: A Graphic Causality System Approach | OER Commons), - Share My Lesson (Robert Ioan Mihaila | Share My Lesson), and - MERLOT (Robert Ioan Mihӑilӑ (Member Profile)) digital libraries as a curated and catalogued resource. - BASE BASE (Bielefeld Academic Search Engine): Hit List Pressure-Flow Modeling: A Unified Causal Framework for Cardiovascular and Renal Homeostasis. Core Models from Baroreceptor Reflex to Glomerular Hemodynamics https://doi.org/10.5281/zenodo.17143368 This work is published under “All rights reserved” and discoverable also on: - MERLOT (Robert Ioan Mihӑilӑ (Member Profile)) digital library as a curated and catalogued resource. - BASE BASE (Bielefeld Academic Search Engine): Hit List Economic Homeostasis: A Universal Causal Framework for Stability, from Physiological to Economic Systems https://doi.org/10.5281/zenodo.17476317 This work is published under “All rights reserved” and discoverable also on: MERLOT (Robert Ioan Mihӑilӑ (Member Profile)) digital library as a curated and catalogued resource. Core Models: One Code to Rule Them All! How the Same Loops Govern Your Body, Nature, and the Marketplace https://doi.org/10.5281/zenodo.17562888 This work is published under “All rights reserved” and discoverable also on: MERLOT (Robert Ioan Mihӑilӑ (Member Profile)) digital library as a curated and catalogued resource. Core Models: The Secret Code of Vicious and Virtuous Cycles! How Small Actions Create Big Successes or Big Problems https://doi.org/10.5281/zenodo.17671018 This work is published under “All rights reserved” and discoverable also on: MERLOT (Robert Ioan Mihӑilӑ (Member Profile)) digital library as a curated and catalogued resource. Standardized Core Models of Musculoskeletal Adaptation and Overuse Injury: A Didactic Framework Using the Dr Mihăilă Graphic System® https://doi.org/10.5281/zenodo.20847724 [Anchor Manuscript] This work is published under “All rights reserved” and discoverable also on: MERLOT (Robert Ioan Mihӑilӑ (Member Profile)) digital library as a curated and catalogued resource.
Source: OSF Preprints (OSF Preprints)
Author: Mihӑilӑ, Robert Ioan
Language: English
Subfield: Rehabilitation
Field: Medicine
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W7165867414
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