Department of Occupational and Environmental Health, Xiangya School of Public Heath, Central South University, Changsha, Hunan Province 410078, China.
Department of Radiation Biology, Beijing Key Laboratory for Radiobiology, Beijing Institute of Radiation Medicine, AMMS, Beijing 100850, China.
Biomed Res Int. 2019 Jan 13;2019:6305065. doi: 10.1155/2019/6305065. eCollection 2019.
As an epigenetic player, long noncoding RNAs (LncRNAs) have been reported to participate in multiple biological processes; however, their biological functions in silica-induced pulmonary fibrosis (SIPF) occurrence and development remain incompletely understood.
Five case/control pairs were used to perform integrated transcriptomes analysis of lncRNA and mRNA. Prediction of lncRNA and mRNA functions was aided by the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases. Additionally, we constructed a coexpression network of lncRNAs and mRNAs to identify targets of regulation.
In total, 1069 differentially expressed mRNAs and 366 lncRNAs were identified with the changes more than 2 times (p<0.05), of which 351 downregulated mRNA and 31 downregulated lncRNA were <0.5 (p<0.05) and those of 718 upregulated mRNAs and 335 upregulated lncRNA were >2 (p<0.05). The levels of 10 lncRNAs were measured via qRT-PCR; the results were consistent with the microarray data. Four genes named of FEM1B, TRIM39, TRIM32, and KLHL15 were enriched significantly with ubiquitination and immune response. Cytokine-cytokine receptor interaction was the most significantly enriched KEGG pathway in both mRNAs and lncRNAs. The coexpression network revealed that a single lncRNA can interact with multiple mRNAs, and vice versa.
lncRNA and mRNA expression were aberrant in patients with SIPF compared to controls, indicating that differentially expressed lncRNAs and mRNAs may play critical roles in SIPF development. Our study affords new insights into the molecular mechanisms of SIPF and identifies potential biomarkers and targets for SIPF diagnosis and treatment.
长链非编码 RNA(lncRNA)作为一种表观遗传因子,已被报道参与多种生物学过程;然而,它们在二氧化硅诱导的肺纤维化(SIPF)发生和发展中的生物学功能仍不完全清楚。
使用 5 对病例对照进行 lncRNA 和 mRNA 的整合转录组分析。GO 和 KEGG 数据库辅助预测 lncRNA 和 mRNA 的功能。此外,我们构建了 lncRNA 和 mRNA 的共表达网络,以鉴定调控靶点。
共鉴定出 1069 个差异表达的 mRNA 和 366 个 lncRNA,其变化倍数超过 2 倍(p<0.05),其中 351 个下调的 mRNA 和 31 个下调的 lncRNA 的<0.5(p<0.05),718 个上调的 mRNA 和 335 个上调的 lncRNA 的>2(p<0.05)。通过 qRT-PCR 测量了 10 个 lncRNA 的水平;结果与微阵列数据一致。FEM1B、TRIM39、TRIM32 和 KLHL15 这 4 个基因在泛素化和免疫反应中显著富集。在 mRNA 和 lncRNA 中,细胞因子-细胞因子受体相互作用是最显著富集的 KEGG 途径。共表达网络显示,单个 lncRNA 可以与多个 mRNA 相互作用,反之亦然。
与对照组相比,SIPF 患者的 lncRNA 和 mRNA 表达异常,表明差异表达的 lncRNA 和 mRNA 可能在 SIPF 发展中发挥关键作用。我们的研究为 SIPF 的分子机制提供了新的见解,并确定了 SIPF 诊断和治疗的潜在生物标志物和靶点。