[Differences in DNA methylation alterations in blood samples from patients with silicosis and coal workers' pneumoconiosis].

Zitong Chen, Xue Li, Rangrang Su, Yiwen Dong, Lin Zhang, Xin Wang, Ning Kang, Hongying Bian, Ying Xia, Meng Ye
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引用次数: 0

Abstract

Objective: To explore the biological processes and regulatory mechanisms of methylation alterations in genes involved in silicosis and coal workers' pneumoconiosis(CWP).

Methods: Differentially methylated genes(DMGs) volcano map, pheatmap package was used to construct heatmap; using sesame(SEnsible Step-wise Analysis of DNA MEthylation BeadChips) software mixed linear model for each two groups of samples were analyzed to obtain the detected differentially methylated CpG(DMC) sites, then FDR corrected to obtain the corrected P value, and screened using P<0.05 and Δβ absolute value >0.05. Gene ontology(GO) enrichment was performed on the differentially methylated gene analysis to find the biological processes in which they are mainly involved, kyoto encyclopedia of genes and genomes(KEGG) pathway analysis was used to find relevant cellular pathways that may be involved, and potential biomarkers were further identified based on the overlap of Venn diagrams and the result of unique DMGs.

Results: The group of silicosis patients consisted of 4 males and 1 female, with an average age of(54.60±2.70) years old and an average duration of occupational hazard exposure of(12.80±8.01) years. Coal workers' pneumoconiosis patient group had 15 males and 1 female, with an average age of(74.80±8.14) years old and an average duration of occupational hazard exposure of(31.38±10.11) years. The control group consisted of 49 males and 7 females with a mean age of(64.91±12.29) years old. The differences in age(F=7.78, P<0.01), length of service(t=4.67, P<0.01), and smoking(χ~2=16.41, P<0.01) were statistically significant between the groups, and the differences in gender(χ~2=0.88, P>0.05) were not statistically significant between the groups. The result of gene sequencing showed that there were 1128 significantly different DMGs(including 720 up-regulated and 408 down-regulated DMGs) in the group of silicosis patients compared to the control group. A total of 423 significantly different DMGs were found in the group of CWP patients(including 139 up-regulated and 284 down-regulated DMGs). Compared to CWP, a total of 711 significantly different DMGs were found in the group of silicosis patients(including 440 up-regulated and 271 down-regulated DMGs). GO enrichment analysis showed that the differential genes between silicosis and CWP were associated with 276 biological processes, 45 cellular components, and 64 molecular functions. KEGG analysis revealed that the differential genes were significantly enriched in 30 signaling pathways.

Conclusion: There are differences in the distribution of DMGs in blood samples from patients with silicosis and CWP, as well as in the involved biological processes and regulatory mechanisms.

[矽肺和煤矿工人尘肺患者血液样本中DNA甲基化改变的差异]。
目的:探讨矽肺和煤矿工人矽肺相关基因甲基化改变的生物学过程和调控机制;肺尘埃沉着病(CWP)。方法:采用差异甲基化基因(dmg)火山图、热图包构建热图;采用sesame(SEnsible Step-wise Analysis of DNA MEthylation BeadChips)软件对每两组样品进行混合线性模型分析,得到检测到的差异甲基化CpG(DMC)位点,然后进行FDR校正,得到校正后的P值,并使用P<;0.05和Δβ绝对值>;0.05进行筛选。对差异甲基化基因进行基因本体(GO)富集分析,寻找其主要参与的生物学过程;利用京都基因与基因组百科全书(KEGG)通路分析,寻找可能参与的相关细胞通路;利用维恩图的重叠和独特的dmg结果,进一步鉴定潜在的生物标志物。结果:本组矽肺患者男4例,女1例,平均年龄(54.60±2.70)岁,平均职业危害暴露时间(12.80±8.01)年。煤炭workers'尘肺患者组男性15例,女性1例,平均年龄(74.80±8.14)岁,平均职业危害暴露时间(31.38±10.11)年。对照组男性49例,女性7例,平均年龄(64.91±12.29)岁。年龄(F=7.78, P<0.01)、工龄(t=4.67, P<0.01)、吸烟(χ 2=16.41, P<0.01)组间差异有统计学意义,性别(χ 2=0.88, P>0.05)组间差异无统计学意义。基因测序结果显示,与对照组相比,矽肺患者组存在1128个显著差异的DMGs(其中720个DMGs上调,408个DMGs下调)。CWP组共发现423个差异显著的DMGs(其中上调139个,下调284个)。与CWP相比,矽肺患者组共有711个DMGs存在显著差异(其中DMGs上调440个,下调271个)。氧化石墨烯富集分析显示,矽肺和CWP之间的差异基因与276个生物过程、45个细胞成分和64个分子功能相关。KEGG分析显示,30条信号通路中差异基因显著富集。结论:dmg在矽肺和CWP患者血液样本中的分布存在差异,其涉及的生物学过程和调控机制也存在差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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