迈向N-of-1到N-of-Few个体化RNA治疗设计的可扩展调控框架。

IF 2 4区 医学 Q4 MEDICAL INFORMATICS
Mélissa Bou-Jaoudeh, Gabriele Piaton-Breda, Florian Pereme, Stephen Gilbert
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引用次数: 0

摘要

个性化RNA疗法的出现为治疗常见和罕见疾病提供了新的希望,这种疗法可以根据个体患者的基因谱进行定制。本综述探讨了N-of-1和N-of-few方法的调控方面,为缺乏既定治疗方法的超或纳米罕见疾病提供了有希望的治疗方法。这些疾病带来了独特的挑战,因为患者可能代表世界范围内具有特定突变的唯一个体或一小部分群体,因此需要个性化的治疗开发、验证和批准方法。虽然进展是有希望的,但监管格局仍处于起步阶段,这给确保安全性和行业可持续性带来了挑战。人工智能(AI)和自动化系统,加上现实世界证据(RWE)监控,通过优化开发、制造和法规遵从性,为解决这些挑战提供了巨大的潜力。借鉴其他监管领域的相似之处,本综述提出了一个设计信封框架,与人工智能工具相结合,以简化审批流程并增强基于rna的治疗的适应性。个体化rna治疗的案例研究强调了成功和挫折,强调了监管一致性的必要性。利益相关者和监管机构的合作努力对于完善该框架以实现实际应用至关重要。总的来说,这篇综述强调了个性化RNA治疗在推进精准医学方面的变革潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Toward an Extensible Regulatory Framework for N-of-1 to N-of-Few Personalized RNA Therapy Design.

The emergence of personalized RNA therapeutics, tailored to individual patients' genetic profiles, offers new hope for treating both common and rare diseases. This review explores regulatory aspects of N-of-1 and N-of-few approaches, providing promising treatments for ultra- or nano-rare diseases that lack established therapies. These diseases present unique challenges, as patients may represent the sole individual or a small group worldwide with a specific mutation, necessitating personalized approaches to treatment development, validation, and approval. While progress is promising, the regulatory landscape remains nascent, raising challenges in ensuring safety and industry sustainability. Artificial intelligence (AI) and automated systems, coupled with real-world evidence (RWE) monitoring, offer significant potential to address these challenges by optimizing development, manufacturing, and regulatory compliance. Drawing parallels from other regulatory domains, this review presents a design envelope framework, integrated with AI tools, to streamline the approval process and enhance the adaptability of RNA-based treatments. Case studies of individualized RNA-based treatments highlight successes and setbacks, underscoring the need for regulatory alignment. Collaborative efforts from stakeholders and regulatory authorities are essential to refine this framework for real-world application. Overall, this review emphasizes the transformative potential of personalized RNA therapeutics in advancing precision medicine.

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来源期刊
Therapeutic innovation & regulatory science
Therapeutic innovation & regulatory science MEDICAL INFORMATICS-PHARMACOLOGY & PHARMACY
CiteScore
3.40
自引率
13.30%
发文量
127
期刊介绍: Therapeutic Innovation & Regulatory Science (TIRS) is the official scientific journal of DIA that strives to advance medical product discovery, development, regulation, and use through the publication of peer-reviewed original and review articles, commentaries, and letters to the editor across the spectrum of converting biomedical science into practical solutions to advance human health. The focus areas of the journal are as follows: Biostatistics Clinical Trials Product Development and Innovation Global Perspectives Policy Regulatory Science Product Safety Special Populations
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