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焊接烟尘对呼吸系统疾病发生的遗传影响。

Genetic effects of welding fumes on the development of respiratory system diseases.

机构信息

Department of Computer Science and Engineering, Green University of Bangladesh, Bangladesh.

Department of Computer Science and Engineering, Varendra University, Rajshahi, Bangladesh.

出版信息

Comput Biol Med. 2019 May;108:142-149. doi: 10.1016/j.compbiomed.2019.04.004. Epub 2019 Apr 8.

Abstract

BACKGROUND

The welding process releases potentially hazardous gases and fumes, mainly composed of metallic oxides, fluorides and silicates. Long term welding fume (WF) inhalation is a recognized health issue that carries a risk of developing chronic health problems, particularly respiratory system diseases (RSDs). Aside from general airway irritation, WF exposure may drive direct cellular responses in the respiratory system which increase risk of RSD, but these are not well understood.

METHODS

We developed a quantitative framework to identify gene expression effects of WF exposure that may affect RSD development. We analyzed gene expression microarray data from WF-exposed tissues and RSD-affected tissues, including chronic bronchitis (CB), asthma (AS), pulmonary edema (PE), lung cancer (LC) datasets. We built disease-gene (diseasome) association networks and identified dysregulated signaling and ontological pathways, and protein-protein interaction sub-network using neighborhood-based benchmarking and multilayer network topology.

RESULTS

We observed many genes with altered expression in WF-exposed tissues were also among differentially expressed genes (DEGs) in RSD tissues; for CB, AS, PE and LC there were 34, 27, 50 and 26 genes respectively. DEG analysis, using disease association networks, pathways, ontological analysis and protein-protein interaction sub-network suggest significant links between WF exposure and the development of CB, AS, PE and LC.

CONCLUSIONS

Our network-based analysis and investigation of the genetic links of WFs and RSDs confirm a number of genes and gene products are plausible participants in RSD development. Our results are a significant resource to identify causal influences on the development of RSDs, particularly in the context of WF exposure.

摘要

背景

焊接过程会释放出潜在危险的气体和烟雾,主要由金属氧化物、氟化物和硅酸盐组成。长期吸入焊接烟尘是公认的健康问题,会增加患慢性健康问题的风险,特别是呼吸系统疾病(RSD)。除了一般的气道刺激外,WF 暴露可能会导致呼吸系统中的直接细胞反应,增加 RSD 的风险,但这些反应还没有得到很好的理解。

方法

我们开发了一个定量框架,以识别 WF 暴露可能影响 RSD 发展的基因表达效应。我们分析了 WF 暴露组织和 RSD 相关组织的基因表达微阵列数据,包括慢性支气管炎(CB)、哮喘(AS)、肺水肿(PE)、肺癌(LC)数据集。我们构建了疾病-基因(diseasome)关联网络,并使用基于邻域的基准测试和多层网络拓扑,识别失调的信号和本体论途径以及蛋白质-蛋白质相互作用子网络。

结果

我们观察到 WF 暴露组织中表达改变的许多基因也在 RSD 组织中的差异表达基因(DEGs)中;对于 CB、AS、PE 和 LC,分别有 34、27、50 和 26 个基因。使用疾病关联网络、途径、本体论分析和蛋白质-蛋白质相互作用子网络的 DEG 分析表明,WF 暴露与 CB、AS、PE 和 LC 的发展之间存在显著联系。

结论

我们基于网络的分析和对 WF 和 RSD 遗传联系的研究证实,许多基因和基因产物是 RSD 发展的合理参与者。我们的结果是确定 WF 暴露对 RSD 发展的因果影响的重要资源,特别是在 WF 暴露的背景下。

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