...
首页> 外文期刊>ACS Central Science >The Natural Products Atlas: An Open Access Knowledge Base for Microbial Natural Products Discovery
【24h】

The Natural Products Atlas: An Open Access Knowledge Base for Microbial Natural Products Discovery

机译:天然产品阿特拉斯:一个用于微生物天然产品的开放获取知识库

获取原文
           

摘要

Despite rapid evolution in the area of microbial natural products chemistry, there is currently no open access database containing all microbially produced natural product structures. Lack of availability of these data is preventing the implementation of new technologies in natural products science. Specifically, development of new computational strategies for compound characterization and identification are being hampered by the lack of a comprehensive database of known compounds against which to compare experimental data. The creation of an open access, community-maintained database of microbial natural product structures would enable the development of new technologies in natural products discovery and improve the interoperability of existing natural products data resources. However, these data are spread unevenly throughout the historical scientific literature, including both journal articles and international patents. These documents have no standard format, are often not digitized as machine readable text, and are not publicly available. Further, none of these documents have associated structure files (e.g., MOL, InChI, or SMILES), instead containing images of structures. This makes extraction and formatting of relevant natural products data a formidable challenge. Using a combination of manual curation and automated data mining approaches we have created a database of microbial natural products (The Natural Products Atlas, www.npatlas.org) that includes 24?594 compounds and contains referenced data for structure, compound names, source organisms, isolation references, total syntheses, and instances of structural reassignment. This database is accompanied by an interactive web portal that permits searching by structure, substructure, and physical properties. The Web site also provides mechanisms for visualizing natural products chemical space and dashboards for displaying author and discovery timeline data. These interactive tools offer a powerful knowledge base for natural products discovery with a central interface for structure and property-based searching and presents new viewpoints on structural diversity in natural products. The Natural Products Atlas has been developed under FAIR principles (Findable, Accessible, Interoperable, and Reusable) and is integrated with other emerging natural product databases, including the Minimum Information About a Biosynthetic Gene Cluster (MIBiG) repository, and the Global Natural Products Social Molecular Networking (GNPS) platform. It is designed as a community-supported resource to provide a central repository for known natural product structures from microorganisms and is the first comprehensive, open access resource of this type. It is expected that the Natural Products Atlas will enable the development of new natural products discovery modalities and accelerate the process of structural characterization for complex natural products libraries.
机译:尽管微生物天然产品的化学领域快速进化,但目前没有含有所有微生物产生的天然产品结构的开放式访问数据库。缺乏这些数据的可用性正在防止在天然产品科学中实施新技术。具体地,通过缺乏对比较实验数据的已知化合物的综合数据库,开发用于复合特征和识别的新计算策略。创建开放式访问,社区维护的微生物天然产品结构数据库将能够在天然产品发现中开发新技术,并改善现有自然产品数据资源的互操作性。然而,这些数据在整个历史科学文献中不均匀地蔓延,包括杂志和国际专利。这些文档没有标准格式,通常不会以机器可读文本数字化,并且不公开。此外,这些文档中的任何一个都没有相关的结构文件(例如,Mol,Inchi或Smiles),而是包含结构的图像。这使得相关天然产品的提取和格式化成为一个强大的挑战。使用手动策策和自动化数据挖掘方法的组合,我们创建了一种微生物天然产品数据库(天然产品Atlas,www.npatlas.org),包括24份594种化合物,并含有用于结构,复合名称,源生物的参考数据,隔离引用,总合成和结构重新分配的实例。该数据库伴随着允许按结构,子结构和物理属性搜索的交互式Web门户。该网站还提供了用于可视化天然产品化学空间和仪表板的机制,用于显示作者和发现时间表数据。这些互动工具为自然产品发现提供了强大的知识库,具有用于结构和基于物业的搜索的中央界面,并在天然产品中提出了关于结构多样性的新观点。天然产品Atlas已经在公平原则(可找到,可访问,可互操作和可重复使用)下开发,并与其他新兴的自然产品数据库相结合,包括有关生物合成基因集群(Mibig)存储库的最低信息,以及全球天然产品社会分子网络(GNPS)平台。它被设计为社区支持的资源,为来自微生物的已知天然产品结构提供了一个中央储存库,并且是这种类型的第一个全面的开放式资源。预计天然产品阿特拉斯将能够开发新的天然产品发现方式,加速复杂天然产品图书馆的结构表征过程。

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号