Department of Orthopaedics, the Second Hospital & Clinical Medical School, Lanzhou University, 82 Cuiyingmen, Chengguan District, Lanzhou, Gansu, Lanzhou City, 730000, Gansu Province, PR China.
Departments of Cardiovascular Surgery, Gansu Provincial Maternity and Child care Hospital, Gansu Provincial Central Hospital, Lanzhou, Gansu, 730000, PR China.
BMC Med Genomics. 2024 Aug 12;17(1):205. doi: 10.1186/s12920-024-01981-w.
To investigate the differential expression genes (DEGs) in spinal tuberculosis using transcriptomics, with the aim of identifying novel therapeutic targets and prognostic indicators for the clinical management of spinal tuberculosis.
Patients who visited the Department of Orthopedics at the Second Hospital, Lanzhou University from January 2021 to May 2023 were enrolled. Based on the inclusion and exclusion criteria, there were 5 patients in the test group and 5 patients in the control group. Total RNA was extracted and paired-end sequencing was conducted on the sequencing platform. After processing the sequencing data with clean reads and annotating the reference genome, FPKM normalization and differential expression analysis were performed. The DEGs and long non-coding RNAs (LncRNAs) were analyzed for Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) enrichment. The cis-regulation of differentially expressed mRNAs (DE mRNAs) by LncRNAs was predicted and analyzed to establish a co-expression network.
This study identified 2366 DEGs, with 974 genes significantly upregulated and 1392 genes significantly downregulated. The upregulated genes are associated with cytokine-cytokine receptor interactions, tuberculosis, and TNF-α signaling pathways, primarily enriched in biological processes such as immunity and inflammation. The downregulated genes are related to muscle development, contraction, fungal defense response, and collagen metabolism processes. Analysis of LncRNAs from bone tuberculosis RNA-seq data detected a total of 3652 LncRNAs, with 356 significantly upregulated and 184 significantly downregulated. Further analysis identified 311 significantly different LncRNAs that could cis-regulate 777 target genes, enriched in pathways such as muscle contraction, inflammatory response, and immune response, closely related to bone tuberculosis. There are 51 genes enriched in the immune response pathway regulated by cis-acting LncRNAs. LncRNAs that regulate immune response-related genes, such as upregulated RP11-451G4.2, RP11-701P16.5, AC079767.4, AC017002.1, LINC01094, CTA-384D8.35, and AC092484.1, as well as downregulated RP11-2C24.7, may serve as potential prognostic and therapeutic targets.
The DE mRNAs and LncRNAs in spinal tuberculosis are both associated with immune regulatory pathways. These pathways promote or inhibit the tuberculosis infection and development at the mechanistic level and play an important role in the process of tuberculosis transferring to bone tissue.
通过转录组学研究脊柱结核中的差异表达基因(DEGs),旨在为脊柱结核的临床管理确定新的治疗靶点和预后指标。
本研究纳入了 2021 年 1 月至 2023 年 5 月在兰州大学第二医院骨科就诊的患者。根据纳入和排除标准,实验组有 5 例患者,对照组有 5 例患者。提取总 RNA,在测序平台上进行配对末端测序。对测序数据进行 clean reads 处理和参考基因组注释后,进行 FPKM 标准化和差异表达分析。对 DEGs 和长链非编码 RNA(LncRNA)进行京都基因与基因组百科全书(KEGG)和基因本体论(GO)富集分析。预测和分析差异表达 mRNA(DE mRNAs)的顺式调控 LncRNA,建立共表达网络。
本研究共鉴定出 2366 个 DEGs,其中 974 个基因显著上调,1392 个基因显著下调。上调基因与细胞因子-细胞因子受体相互作用、结核和 TNF-α信号通路有关,主要富集于免疫和炎症等生物学过程。下调基因与肌肉发育、收缩、真菌防御反应和胶原代谢过程有关。对骨结核 RNA-seq 数据中的 LncRNA 进行分析,共检测到 3652 个 LncRNA,其中 356 个显著上调,184 个显著下调。进一步分析鉴定出 311 个差异显著的 LncRNA 可以顺式调控 777 个靶基因,这些基因富集在肌肉收缩、炎症反应和免疫反应等通路中,与骨结核密切相关。有 51 个基因在 cis 作用 LncRNA 调控的免疫反应通路中富集。LncRNA 调节免疫反应相关基因,如上调的 RP11-451G4.2、RP11-701P16.5、AC079767.4、AC017002.1、LINC01094、CTA-384D8.35 和 AC092484.1,以及下调的 RP11-2C24.7,可能作为潜在的预后和治疗靶点。
脊柱结核中的 DE mRNAs 和 LncRNAs 均与免疫调节途径有关。这些途径在机制水平上促进或抑制结核感染和发展,在结核向骨组织转移的过程中发挥重要作用。