Spine Center, Department of Orthopaedics, Changzheng Hospital, Naval Medical University, Shanghai, 200003, China.
Microsurgery Center, Department of Orthopaedics, Changzheng Hospital, Naval Medical University, Shanghai, 200003, China.
BMC Med Genomics. 2021 Feb 3;14(1):40. doi: 10.1186/s12920-021-00889-z.
Degeneration of intervertebral disc is a major cause of lower back pain and neck pain. Studies have tried to unveil the regulatory network using either transcriptomic or proteomic analysis. However, neither have fully elucidated the exact mechanism of degeneration process. Since post-transcriptional regulation may affect gene expression by modulating the translational process of mRNA to protein product, a combined transcriptomic and proteomic study may provide more insight into the key regulatory network of Intervertebral disc degeneration.
In order to obtain the proteomic and transcriptomic data, we performed label-free proteome analysis on freshly isolated nucleus pulposus cells and obtained transcriptome profiling data from the Gene Expression Omnibus repository. To identify the key regulatory network of intervertebral disc degeneration in nucleus pulposus cells, we performed bioinformatic analyses and established a protein-RNA interacting network. To validate the candidate genes, we performed in vitro experimentation and immunochemistry labeling to identify their potential function during nucleus pulposus degeneration.
The label-free proteome analysis identified altogether 656 proteins, and 503 of which were differentially expressed between nucleus pulposus cells from degenerated or normal disc cells. Using the existing nucleus pulposus transcriptomic profiling data, we integrated the proteomic and transcriptomic data of nucleus pulposus cells, and established a protein-RNA interacting network to show the combined regulatory network of intervertebral disc degeneration. In the network, we found 9 genes showed significant changes, and 6 of which (CHI3L1, KRT19, COL6A2, DPT, TNFAIP6 and COL11A2) showed concordant changes in both protein and mRNA level. Further functional analysis showed these candidates can significantly affect the degeneration of the nucleus pulposus cell when altering their expression.
This study is the first to use combined analysis of proteomic and transcriptomic profiling data to identify novel regulatory network of nucleus pulposus cells in intervertebral disc degeneration. Our established protein-RNA interacting network demonstrated novel regulatory mechanisms and key genes that may play vital roles in the pathogenesis of intervertebral disc degeneration.
椎间盘退变是导致下腰痛和颈痛的主要原因。研究试图利用转录组或蛋白质组分析来揭示调控网络。然而,这两种方法都没有完全阐明退变过程的确切机制。由于转录后调控可以通过调节 mRNA 向蛋白质产物的翻译过程来影响基因表达,因此转录组和蛋白质组的联合研究可能为椎间盘退变的关键调控网络提供更多的见解。
为了获得蛋白质组和转录组数据,我们对新鲜分离的髓核细胞进行无标记蛋白质组分析,并从基因表达综合数据库中获得转录组谱数据。为了鉴定髓核细胞中椎间盘退变的关键调控网络,我们进行了生物信息学分析,并建立了蛋白质-RNA 相互作用网络。为了验证候选基因,我们进行了体外实验和免疫化学标记,以确定它们在髓核退变过程中的潜在功能。
无标记蛋白质组分析共鉴定出 656 种蛋白质,其中 503 种在退变和正常椎间盘细胞的髓核细胞之间表达差异。利用现有的髓核转录组谱数据,我们整合了髓核细胞的蛋白质组和转录组数据,建立了蛋白质-RNA 相互作用网络,以显示椎间盘退变的综合调控网络。在该网络中,我们发现 9 个基因发生了显著变化,其中 6 个基因(CHI3L1、KRT19、COL6A2、DPT、TNFAIP6 和 COL11A2)在蛋白质和 mRNA 水平上均发生了一致性变化。进一步的功能分析表明,这些候选基因在改变其表达时,可显著影响髓核细胞的退变。
本研究首次利用蛋白质组和转录组谱数据的联合分析,鉴定了椎间盘退变中髓核细胞的新调控网络。我们建立的蛋白质-RNA 相互作用网络展示了新的调控机制和关键基因,它们可能在椎间盘退变的发病机制中发挥重要作用。