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A Synergistic, Multidisciplinary Framework for Developing Highly Efficacious, Safe, and Cost-Effective Therapeutics for Progressive Multifocal Leukoencephalopathy (PML) and Other Rare Diseases

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Zenodo2025-10-07 更新2026-05-26 收录
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This paper presents a synergistic, multidisciplinary framework for developing effective therapeutics for Progressive Multifocal Leukoencephalopathy (PML) and other rare diseases. It addresses the significant challenges in this field, such as the Blood-Brain Barrier, small patient populations, and the high failure rate of conventional drug development. The proposed solution is a dynamic ecosystem integrating 17 scientific, clinical, and social disciplines that work in a feedback-driven loop. Key innovations include AI-driven drug discovery for repurposing compounds, advanced T-cell therapies like DIAVIS which show a 69% survival rate at 12 months, and novel nanoparticle systems designed for superior Blood-Brain Barrier penetration. The framework also utilizes Bayesian adaptive clinical trials, which are optimized for small patient cohorts, and is designed to be generalizable to other rare conditions. It leverages gene therapies like CRISPR for sickle cell disease and Zolgensma for spinal muscular atrophy as examples of its broader applicability. Supported by mathematical modeling and in silico simulations, the paper provides a 10-year roadmap that projects a 45% reduction in drug development timelines. The overall goal is to create a robust, scalable, and equitable blueprint for accelerating the delivery of novel treatments for rare diseases.

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Zenodo
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2025-10-07
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