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西班牙裔青少年对全氟和多氟烷基物质的暴露与高通量蛋白质组学

Exposure to per- and polyfluoroalkyl substances and high-throughput proteomics in Hispanic youth.

作者信息

Chen Jiawen Carmen, Goodrich Jesse A, Walker Douglas I, Liao Jiawen, Costello Elizabeth, Alderete Tanya L, Valvi Damaskini, Hampson Hailey, Li Shiwen, Baumert Brittney O, Rock Sarah, Jones Dean P, Eckel Sandrah P, McConnell Rob, Gilliland Frank D, Aung Max T, Conti David V, Chen Zhanghua, Chatzi Lida

机构信息

Department of Population and Public Health Sciences, University of Southern California Keck School of Medicine, Los Angeles, CA, United States.

Department of Population and Public Health Sciences, University of Southern California Keck School of Medicine, Los Angeles, CA, United States.

出版信息

Environ Int. 2024 Apr;186:108601. doi: 10.1016/j.envint.2024.108601. Epub 2024 Mar 23.

Abstract

BACKGROUND

Strong epidemiological evidence shows positive associations between exposure to per- and polyfluoroalkyl substances (PFAS) and adverse cardiometabolic outcomes (e.g., diabetes, hypertension, and dyslipidemia). However, the underlying cardiometabolic-relevant biological activities of PFAS in humans remain largely unclear.

AIM

We evaluated the associations of PFAS exposure with high-throughput proteomics in Hispanic youth.

MATERIAL AND METHODS

We included 312 overweight/obese adolescents from the Study of Latino Adolescents at Risk (SOLAR) between 2001 and 2012, along with 137 young adults from the Metabolic and Asthma Incidence Research (Meta-AIR) between 2014 and 2018. Plasma PFAS (i.e., PFOS, PFOA, PFHxS, PFHpS, PFNA) were quantified using liquid-chromatography high-resolution mass spectrometry. Plasma proteins (n = 334) were measured utilizing the proximity extension assay using an Olink Explore Cardiometabolic Panel I. We conducted linear regression with covariate adjustment to identify PFAS-associated proteins. Ingenuity Pathway Analysis, protein-protein interaction network analysis, and protein annotation were used to investigate alterations in biological functions and protein clusters.

RESULTS

Results after adjusting for multiple comparisons showed 13 significant PFAS-associated proteins in SOLAR and six in Meta-AIR, sharing similar functions in inflammation, immunity, and oxidative stress. In SOLAR, PFNA demonstrated significant positive associations with the largest number of proteins, including ACP5, CLEC1A, HMOX1, LRP11, MCAM, SPARCL1, and SSC5D. After considering the mixture effect of PFAS, only SSC5D remained significant. In Meta-AIR, PFAS mixtures showed positive associations with GDF15 and IL6. Exploratory analysis showed similar findings. Specifically, pathway analysis in SOLAR showed PFOA- and PFNA-associated activation of immune-related pathways, and PFNA-associated activation of inflammatory response. In Meta-AIR, PFHxS-associated activation of dendric cell maturation was found. Moreover, PFAS was associated with common protein clusters of immunoregulatory interactions and JAK-STAT signaling in both cohorts.

CONCLUSION

PFAS was associated with broad alterations of the proteomic profiles linked to pro-inflammation and immunoregulation. The biological functions of these proteins provide insight into potential molecular mechanisms of PFAS toxicity.

摘要

背景

强有力的流行病学证据表明,接触全氟和多氟烷基物质(PFAS)与不良心脏代谢结局(如糖尿病、高血压和血脂异常)之间存在正相关。然而,PFAS在人体中与心脏代谢相关的潜在生物学活性仍 largely不清楚。

目的

我们评估了西班牙裔青少年中PFAS暴露与高通量蛋白质组学之间的关联。

材料与方法

我们纳入了2001年至2012年间来自拉丁裔青少年风险研究(SOLAR)的312名超重/肥胖青少年,以及2014年至2018年间来自代谢与哮喘发病率研究(Meta-AIR)的137名年轻成年人。使用液相色谱高分辨率质谱法定量血浆PFAS(即全氟辛烷磺酸、全氟辛酸、全氟己烷磺酸、全氟庚烷磺酸、全氟萘酸)。使用Olink Explore心脏代谢面板I通过邻位延伸分析测量血浆蛋白质(n = 334)。我们进行了协变量调整的线性回归以识别与PFAS相关的蛋白质。使用 Ingenuity Pathway Analysis、蛋白质-蛋白质相互作用网络分析和蛋白质注释来研究生物学功能和蛋白质簇的改变。

结果

经过多重比较调整后的结果显示,SOLAR中有13种与PFAS显著相关的蛋白质,Meta-AIR中有6种,它们在炎症、免疫和氧化应激方面具有相似的功能。在SOLAR中,全氟萘酸与最多数量的蛋白质呈显著正相关,包括酸性磷酸酶5、C型凝集素结构域家族1成员A、血红素加氧酶1、低密度脂蛋白受体相关蛋白11、黑色素瘤细胞粘附分子、富含半胱氨酸的酸性分泌蛋白1和SSC5D。在考虑PFAS的混合效应后,只有SSC5D仍然显著。在Meta-AIR中,PFAS混合物与生长分化因子15和白细胞介素6呈正相关。探索性分析显示了类似的结果。具体而言,SOLAR中的通路分析显示全氟辛酸和全氟萘酸相关的免疫相关通路激活,以及全氟萘酸相关的炎症反应激活。在Meta-AIR中,发现全氟己烷磺酸相关的树突状细胞成熟激活。此外,在两个队列中,PFAS都与免疫调节相互作用和JAK-STAT信号传导的常见蛋白质簇相关。

结论

PFAS与与促炎和免疫调节相关的蛋白质组学谱的广泛改变有关。这些蛋白质的生物学功能为PFAS毒性的潜在分子机制提供了见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2a5a/11479670/1319020d8c20/nihms-1988409-f0001.jpg

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