Potential applications of microbial genomics in nuclear non-proliferation

IF 4 2区 生物学 Q2 MICROBIOLOGY Frontiers in Microbiology Pub Date : 2024-09-18 DOI:10.3389/fmicb.2024.1410820
Heather MacGregor, Isis Fukai, Kurt Ash, Adam Paul Arkin, Terry C. Hazen
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Abstract

As nuclear technology evolves in response to increased demand for diversification and decarbonization of the energy sector, new and innovative approaches are needed to effectively identify and deter the proliferation of nuclear arms, while ensuring safe development of global nuclear energy resources. Preventing the use of nuclear material and technology for unsanctioned development of nuclear weapons has been a long-standing challenge for the International Atomic Energy Agency and signatories of the Treaty on the Non-Proliferation of Nuclear Weapons. Environmental swipe sampling has proven to be an effective technique for characterizing clandestine proliferation activities within and around known locations of nuclear facilities and sites. However, limited tools and techniques exist for detecting nuclear proliferation in unknown locations beyond the boundaries of declared nuclear fuel cycle facilities, representing a critical gap in non-proliferation safeguards. Microbiomes, defined as “characteristic communities of microorganisms” found in specific habitats with distinct physical and chemical properties, can provide valuable information about the conditions and activities occurring in the surrounding environment. Microorganisms are known to inhabit radionuclide-contaminated sites, spent nuclear fuel storage pools, and cooling systems of water-cooled nuclear reactors, where they can cause radionuclide migration and corrosion of critical structures. Microbial transformation of radionuclides is a well-established process that has been documented in numerous field and laboratory studies. These studies helped to identify key bacterial taxa and microbially-mediated processes that directly and indirectly control the transformation, mobility, and fate of radionuclides in the environment. Expanding on this work, other studies have used microbial genomics integrated with machine learning models to successfully monitor and predict the occurrence of heavy metals, radionuclides, and other process wastes in the environment, indicating the potential role of nuclear activities in shaping microbial community structure and function. Results of this previous body of work suggest fundamental geochemical-microbial interactions occurring at nuclear fuel cycle facilities could give rise to microbiomes that are characteristic of nuclear activities. These microbiomes could provide valuable information for monitoring nuclear fuel cycle facilities, planning environmental sampling campaigns, and developing biosensor technology for the detection of undisclosed fuel cycle activities and proliferation concerns.
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微生物基因组学在核不扩散方面的潜在应用
随着核技术的发展以应对能源部门多样化和去碳化需求的增加,需要新的创新方法来有效识别和阻止核武器扩散,同时确保全球核能资源的安全开发。防止核材料和核技术被用于未经批准的核武器开发,一直是国际原子能机构和《不扩散核武器条约》签署国面临的长期挑战。环境刷卡取样已被证明是一种有效的技术,可用于确定核设施和核场址已知地点内和周围的秘密扩散活动的特征。然而,用于检测已申报核燃料循环设施边界以外未知地点的核扩散活动的工具和技术却十分有限,这是防扩散保障措施中的一个关键缺口。微生物组被定义为在具有独特物理和化学特性的特定生境中发现的 "微生物特征群落",可提供有关周围环境条件和活动的宝贵信息。众所周知,微生物栖息在放射性核素污染场所、乏核燃料贮存池和水冷式核反应堆的冷却系统中,可导致放射性核素迁移和关键结构腐蚀。放射性核素的微生物转化是一个成熟的过程,在大量的现场和实验室研究中都有记录。这些研究有助于确定关键的细菌类群以及直接或间接控制环境中放射性核素的转化、迁移和归宿的微生物介导过程。在这项工作的基础上,其他研究利用微生物基因组学与机器学习模型相结合,成功地监测和预测了环境中重金属、放射性核素和其他加工废物的出现,表明核活动在塑造微生物群落结构和功能方面的潜在作用。之前的研究结果表明,核燃料循环设施中发生的基本地球化学-微生物相互作用可能会产生具有核活动特征的微生物群落。这些微生物群落可为监测核燃料循环设施、规划环境采样活动以及开发用于检测未披露的燃料循环活动和扩散问题的生物传感器技术提供有价值的信息。
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来源期刊
CiteScore
7.70
自引率
9.60%
发文量
4837
审稿时长
14 weeks
期刊介绍: Frontiers in Microbiology is a leading journal in its field, publishing rigorously peer-reviewed research across the entire spectrum of microbiology. Field Chief Editor Martin G. Klotz at Washington State University is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.
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