Silva Arthur de Carvalho E, Loizou George D, McNally Kevin, Osborne Olivia, Potter Claire, Gott David, Colbourne John K, Viant Mark R
School of Biosciences, University of Birmingham, Birmingham, United Kingdom.
Centre for Environmental Research and Justice (CERJ), University of Birmingham, Birmingham, United Kingdom.
Front Toxicol. 2024 Mar 21;6:1368320. doi: 10.3389/ftox.2024.1368320. eCollection 2024.
Perfluorooctanoic acid (PFOA) is a persistent environmental contaminant that can accumulate in the human body due to its long half-life. This substance has been associated with liver, pancreatic, testicular and breast cancers, liver steatosis and endocrine disruption. PFOA is a member of a large group of substances also known as "forever chemicals" and the vast majority of substances of this group lack toxicological data that would enable their effective risk assessment in terms of human health hazards. This study aimed to derive a health-based guidance value for PFOA intake (ng/kg BW/day) from transcriptomics data. To this end, we developed an workflow comprising five components: (i) sourcing hepatic transcriptomics concentration-response data; (ii) deriving molecular points of departure using BMDExpress3 and performing pathway analysis using gene set enrichment analysis (GSEA) to identify the most sensitive molecular pathways to PFOA exposure; (iii) estimating freely-dissolved PFOA concentrations using a mass balance model; (iv) estimating doses by reverse dosimetry using a PBK model for PFOA as part of a quantitative to extrapolation (QIVIVE) algorithm; and (v) calculating a tolerable daily intake (TDI) for PFOA. Fourteen percent of interrogated genes exhibited concentration-response relationships. GSEA pathway enrichment analysis revealed that "fatty acid metabolism" was the most sensitive pathway to PFOA exposure. free PFOA concentrations were calculated to be 2.9% of the nominal applied concentrations, and these free concentrations were input into the QIVIVE workflow. Exposure doses for a virtual population of 3,000 individuals were estimated, from which a TDI of 0.15 ng/kg BW/day for PFOA was calculated using the benchmark dose modelling software, PROAST. This TDI is comparable to previously published values of 1.16, 0.69, and 0.86 ng/kg BW/day by the European Food Safety Authority. In conclusion, this study demonstrates the combined utility of an "omics"-derived molecular point of departure and QIVIVE workflow for setting health-based guidance values in anticipation of the acceptance of concentration-response molecular measurements in chemical risk assessment.
全氟辛酸(PFOA)是一种持久性环境污染物,因其半衰期长,可在人体中蓄积。该物质与肝癌、胰腺癌、睾丸癌和乳腺癌、肝脂肪变性以及内分泌紊乱有关。PFOA是一大类也被称为“永久化学物质”的物质中的一员,这类物质中的绝大多数缺乏毒理学数据,无法对其对人类健康危害进行有效的风险评估。本研究旨在从转录组学数据中得出基于健康的PFOA摄入量指导值(纳克/千克体重/天)。为此,我们开发了一个包含五个部分的工作流程:(i)获取肝脏转录组学浓度-反应数据;(ii)使用BMDExpress3得出分子出发剂量,并使用基因集富集分析(GSEA)进行通路分析,以识别对PFOA暴露最敏感的分子通路;(iii)使用质量平衡模型估算游离溶解的PFOA浓度;(iv)作为定量体外外推(QIVIVE)算法的一部分,使用PFOA的生理药代动力学(PBK)模型通过反向剂量测定法估算剂量;以及(v)计算PFOA的每日可耐受摄入量(TDI)。14%的被研究基因呈现出浓度-反应关系。GSEA通路富集分析表明,“脂肪酸代谢”是对PFOA暴露最敏感的通路。计算得出游离PFOA浓度为标称施用浓度的2.9%,并将这些游离浓度输入QIVIVE工作流程。估算了3000名虚拟人群的暴露剂量,使用基准剂量建模软件PROAST计算得出PFOA的TDI为0.15纳克/千克体重/天。该TDI与欧洲食品安全局先前公布的1.16、0.69和0.86纳克/千克体重/天的值相当。总之,本研究证明了源自“组学”的分子出发剂量和QIVIVE工作流程在设定基于健康的指导值方面的综合效用,以期在化学风险评估中接受浓度-反应分子测量。