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全氟辛酸及其潜在前体的支链和线性形式的鉴定:一种基于用户友好型SMILES结构的方法。

Identification of Branched and Linear Forms of PFOA and Potential Precursors: A User-Friendly SMILES Structure-based Approach.

作者信息

Richard Ann M, Hidle Hannah, Patlewicz Grace, Williams Antony J

机构信息

Center for Computational Toxicology & Exposure, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, Triangle Park, NC, United States.

ORAU Student Services Contractor to Center for Computational Toxicology & Exposure, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, Triangle Park, NC, United States.

出版信息

Front Environ Sci. 2022 Mar 24;10:1-865488. doi: 10.3389/fenvs.2022.865488.

Abstract

Perfluorooctanoic acid (PFOA) and related compounds are per- and polyfluorinated alkyl substances (PFASs) of concern from toxicological, environmental, and regulatory perspectives. In 2019, the Conference of the Parties to the Stockholm Convention on Persistent Organic Pollutants listed PFOA, its salts, and PFOA-related compounds in Annex A to the Convention. Additionally, the listing specifically included PFOA branched isomers and compounds containing a perfluoroheptyl (C7F15)C moiety, with some noted exclusions. A draft updated "Indicative List" of 393 PFASs (335 with defined structures), each specified as falling within or outside the listing, was released for comment in 2021. The U.S. Environmental Protection Agency's CompTox Chemicals Dashboard has published a curated PFAS list containing more than 10,700 structures. Applying the PFOA and related compounds listing definition to screen this list required a structure-based approach capable of discerning salts and branched or linear forms of the (C7F15)C moiety. A PFOA SMILES workflow and associated Excel macro file, developed to address this need, applies a series of text substitution rules to a set of canonicalized SMILES structure representations to convert branched forms of the (C7F15)C moiety to linear forms to aid their detection. The approach correctly classified each Stockholm Convention draft Indicative List structure relative to the PFOA and related compounds definition, and accurately discerned branched and linear forms of the (C7F15)C moiety in over 10,700 PFAS structures with 100% sensitivity (no false negatives) and 99.7% accuracy (35 false positives). Approximately 20% of structures in the large PFAS list fell within the PFOA and related compounds definition, and 10% of those were branched. The present work highlights the need to computationally detect branched forms of PFASs and promotes the use of unambiguous, structure-based definitions, along with tools that are publicly available and easy to use, to support clear communication and regulatory action within the PFAS community.

摘要

全氟辛酸(PFOA)及相关化合物是从毒理学、环境和监管角度来看令人关注的全氟和多氟烷基物质(PFASs)。2019年,《关于持久性有机污染物的斯德哥尔摩公约》缔约方大会将PFOA及其盐类以及与PFOA相关的化合物列入该公约附件A。此外,该清单特别包括PFOA支链异构体和含有全氟庚基(C7F15)C部分的化合物,但有一些特定的排除情况。2021年发布了一份更新的393种PFASs(335种具有确定结构)的“指示性清单”草案供公众评论,每种PFAS都明确规定属于或不属于该清单范围。美国环境保护局的综合毒理学化学仪表板发布了一份经过整理的PFAS清单,其中包含10700多种结构。要应用PFOA及相关化合物清单定义来筛选该清单,需要一种基于结构的方法,能够识别盐类以及(C7F15)C部分的支链或线性形式。为满足这一需求而开发的PFOA SMILES工作流程及相关的Excel宏文件,对一组规范化的SMILES结构表示应用一系列文本替换规则,将(C7F15)C部分的支链形式转换为线性形式,以帮助检测。该方法相对于PFOA及相关化合物定义正确分类了每一种《斯德哥尔摩公约》指示性清单草案结构,并在10700多种PFAS结构中以100%的灵敏度(无假阴性)和99.7%的准确率(35例假阳性)准确识别出(C7F15)C部分的支链和线性形式。在庞大的PFAS清单中,约20%的结构属于PFOA及相关化合物定义范围,其中10%是支链形式。本研究强调了通过计算检测PFASs支链形式的必要性,并推广使用明确的、基于结构定义以及公开可用且易于使用的工具,以支持PFAS领域内的清晰沟通和监管行动。

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