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描述和农民及屠宰场工人粪便抗性组和微生物组的决定因素:一项宏基因组广泛的横断面研究。

Description and determinants of the faecal resistome and microbiome of farmers and slaughterhouse workers: A metagenome-wide cross-sectional study.

机构信息

Institute for Risk Assessment Sciences, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584 CM Utrecht, the Netherlands.

Institute for Risk Assessment Sciences, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 2, 3584 CM Utrecht, the Netherlands.

出版信息

Environ Int. 2020 Oct;143:105939. doi: 10.1016/j.envint.2020.105939. Epub 2020 Jul 14.

Abstract

BACKGROUND

By studying the entire human faecal resistome and associated microbiome, the diversity and abundance of faecal antimicrobial resistance genes (ARGs) can be comprehensively characterized. Prior culture-based studies have shown associations between occupational exposure to livestock and carriage of specific antimicrobial resistant bacteria. Using shotgun metagenomics, the present study investigated 194 faecal resistomes and bacteriomes from humans occupationally exposed to ARGs in livestock (i.e. pig and poultry farmers, employees and family members and pig slaughterhouse workers) and a control population (Lifelines cohort) in the Netherlands. In addition, we sought to identify determinants for the human resistome and bacteriome composition by applying a combination of multivariate (NMDS, PERMANOVA, SIMPER and DESeq2 analysis) and multivariable regression analysis techniques.

RESULTS

Pig slaughterhouse workers and pig farmers carried higher total ARG abundances in their stools compared to broiler farmers and control subjects. Tetracycline, β-lactam and macrolide resistance gene clusters dominated the resistome of all studied groups. No significant resistome alpha diversity differences were found among the four populations. However, the resistome beta diversity showed a separation of the mean resistome composition of pig and pork exposed workers from broiler farmers and controls, independent of their antimicrobial use. We demonstrated differences in resistome composition between slaughter line positions, pig versus poultry exposed workers, as well as differences between farmers and employees versus family members. In addition, we found a significant correlation between the bacteriome and resistome, and significant differences in the bacteriome composition between and within the studied subpopulations. Finally, an in-depth analysis of pig and poultry farms - of which also farm livestock resistomes were analysed - showed positive associations between the number of on-farm working hours and human faecal AMR loads.

CONCLUSION

We found that the total normalized faecal ARG carriage was larger in persons working in the Dutch pork production chain compared to poultry farmers and controls. Additionally, we showed significant differences in resistome and bacteriome composition of pig and pork exposed workers compared to a control group, as well as within-population (farms, slaughterhouse) compositional differences. The number of on-farm working hours and the farm type (pig or broiler) that persons live or work on are determinants for the human faecal resistome. Overall, our results may suggest direct or indirect livestock contact as a determinant for human ARG carriage. Future studies should further focus on the connection between the human and livestock resistome (i.e. transmission routes) to substantiate the evidence for livestock-associated resistome acquisition.

摘要

背景

通过研究整个人类粪便抗性组和相关微生物组,可以全面描述粪便抗菌抗性基因(ARG)的多样性和丰度。先前基于培养的研究表明,职业性接触牲畜与特定抗微生物耐药细菌的携带之间存在关联。本研究使用鸟枪法宏基因组学,调查了荷兰职业性接触 ARG 的 194 个人类粪便抗性组和细菌组(即猪和家禽养殖户、员工及其家庭成员以及猪屠宰场工人)和对照组(生命线队列)。此外,我们通过应用多元(NMDS、PERMANOVA、SIMPER 和 DESeq2 分析)和多变量回归分析技术,试图确定人类抗性组和细菌组组成的决定因素。

结果

与肉鸡养殖户和对照组相比,猪屠宰场工人和猪养殖户粪便中的总 ARG 丰度更高。四环素、β-内酰胺和大环内酯类抗性基因簇主导了所有研究组的抗性组。四个群体之间没有发现明显的抗性组α多样性差异。然而,抗性组β多样性显示出猪和猪肉暴露工人的平均抗性组组成与肉鸡养殖户和对照组的分离,这与他们的抗微生物使用无关。我们证明了屠宰线位置、猪与家禽接触工人之间以及农民和员工与家庭成员之间的抗性组组成存在差异。此外,我们发现细菌组和抗性组之间存在显著相关性,并且在研究的亚群之间和内部存在细菌组组成的显著差异。最后,对猪和家禽养殖场进行了深入分析-其中还分析了农场牲畜抗性组-结果表明,与农场工作时间之间存在正相关关系。

结论

我们发现,与肉鸡养殖户和对照组相比,荷兰猪肉生产链中工作的人员粪便中总归一化 ARG 携带量更大。此外,与对照组相比,猪和猪肉暴露工人的抗性组和细菌组组成存在显著差异,以及人群内(农场、屠宰场)组成差异。与农场工作时间和人员居住或工作的农场类型(猪或肉鸡)是人类粪便抗性组的决定因素。总的来说,我们的结果可能表明直接或间接的牲畜接触是人类 ARG 携带的决定因素。未来的研究应进一步关注人类和牲畜抗性组之间的联系(即传播途径),以证实牲畜相关抗性组获得的证据。

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