Bioinformatics Laboratory, DBT-National Institute of Animal Biotechnology (NIAB), Hyderabad, Telangana, India.
Graduate Studies, Regional Centre for Biotechnology (RCB), Faridabad, Haryana, India.
Front Cell Infect Microbiol. 2024 Sep 3;14:1368887. doi: 10.3389/fcimb.2024.1368887. eCollection 2024.
Newcastle disease is one of the significant issues in the poultry industry, having catastrophic effects worldwide. The lung is one of the essential organs which harbours Bronchus-associated lymphoid tissue and plays a vital role in the immune response. Leghorn and Fayoumi breeds are known to have differences in resistance to Newcastle disease. Along with genes and long non-coding RNAs (lncRNAs) are also known to regulate various biological pathways through gene regulation.
This study analysed the lung transcriptome data and identified the role of genes and long non-coding RNAs in differential immune resistance. The computational pipeline, FHSpipe, as used in our previous studies on analysis of harderian gland and trachea transcriptome was used to identify genes and lncRNAs. This was followed by differential expression analysis, functional annotation of genes and lncRNAs, identification of transcription factors, microRNAs and finally validation using qRT-PCR.
A total of 8219 novel lncRNAs were identified. Of them, 1263 lncRNAs and 281 genes were differentially expressed. About 66 genes were annotated with either an immune-related GO term or pathway, and 12 were annotated with both. In challenge and breed-based analysis, most of these genes were upregulated in Fayoumi compared to Leghorn, and in timepoint-based analysis, Leghorn challenge chicken showed downregulation between time points. A similar trend was observed in the expression of lncRNAs. Co-expression analysis has revealed several lncRNAs co-expressing with immune genes with a positive correlation. Several genes annotated with non-immune pathways, including metabolism, signal transduction, transport of small molecules, extracellular matrix organization, developmental biology and cellular processes, were also impacted. With this, we can understand that Fayoumi chicken showed upregulated immune genes and positive cis-lncRNAs during both the non-challenged and NDV-challenge conditions, even without viral transcripts in the tissue. This finding shows that these immune-annotated genes and coexpressing cis-lncRNAs play a significant role in Fayoumi being comparatively resistant to NDV compared to Leghorn. Our study affirms and expands upon the outcomes of previous studies and highlights the crucial role of lncRNAs during the immune response to NDV.
This analysis clearly shows the differences in the gene expression patterns and lncRNA co-expression with the genes between Leghorn and Fayoumi, indicating that the lncRNAs and co-expressing genes might potentially have a role in differentiating these breeds. We hypothesise that these genes and lncRNAs play a vital role in the higher resistance of Fayoumi to NDV than Leghorn. This study can pave the way for future studies to unravel the biological mechanism behind the regulation of immune-related genes.
新城疫是家禽业面临的重大问题之一,在全球范围内造成灾难性影响。肺是容纳支气管相关淋巴组织的重要器官之一,在免疫反应中起着至关重要的作用。已知来航鸡和法尤米鸡在对新城疫的抵抗力方面存在差异。除了基因外,长链非编码 RNA(lncRNA)也被认为通过基因调控来调节各种生物途径。
本研究分析了肺转录组数据,确定了基因和长链非编码 RNA 在差异免疫抵抗中的作用。我们之前在哈德良腺和气管转录组分析中使用的计算管道 FHSpipe 用于识别基因和 lncRNA。随后进行差异表达分析、基因和 lncRNA 的功能注释、转录因子、microRNA 的鉴定,最后使用 qRT-PCR 进行验证。
共鉴定出 8219 个新的 lncRNA。其中,1263 个 lncRNA 和 281 个基因差异表达。约 66 个基因被注释为免疫相关 GO 术语或途径,其中 12 个被注释为两者兼有。在挑战和品种基础分析中,与来航鸡相比,法尤米鸡中的大多数基因上调,在基于时间点的分析中,来航鸡在不同时间点的下调。lncRNA 的表达也呈现出类似的趋势。共表达分析表明,一些 lncRNA 与免疫基因呈正相关共表达。一些被注释为非免疫途径的基因,包括代谢、信号转导、小分子运输、细胞外基质组织、发育生物学和细胞过程,也受到影响。通过这一点,我们可以理解,法尤米鸡在未感染病毒的情况下,在非挑战和 NDV 挑战条件下均表现出上调的免疫基因和正向 cis-lncRNA。这一发现表明,这些免疫注释基因和共表达 cis-lncRNA 在法尤米鸡对 NDV 的相对抗性中发挥了重要作用,而莱航鸡则没有。我们的研究证实并扩展了之前研究的结果,并强调了 lncRNA 在 NDV 免疫反应中的关键作用。
本分析清楚地显示了来航鸡和法尤米鸡之间基因表达模式和 lncRNA 与基因共表达的差异,表明这些 lncRNA 和共表达基因可能在区分这些品种方面发挥作用。我们假设,这些基因和 lncRNA 在法尤米鸡对 NDV 的高抗性中发挥了至关重要的作用,而莱航鸡则没有。这项研究可以为未来研究揭示免疫相关基因调控的生物学机制铺平道路。