Department of Obstetrics and Gynecology, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, China.
Department of Pathology, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu, China.
BMC Genomics. 2024 Sep 29;25(1):896. doi: 10.1186/s12864-024-10828-8.
Decellularized extracellular matrix (dECM) is an intriguing natural biomaterial that has garnered significant attention due to its remarkable biological properties. In our study, we employed a cell-matrixed nerve graft for the repair of sciatic nerve defects in rats. The efficacy of this approach was assessed, and concurrently, the underlying molecular regulatory mechanisms were explored to elucidate how such grafts facilitate nerve regeneration. Long noncoding RNAs (lncRNAs) regulate mRNA expression via multiple mechanisms, including post-transcriptional regulation, transcription factor effects, and competitive binding with miRNAs. These interactions between lncRNAs and mRNAs facilitate precise control of gene expression, allowing organisms to adapt to varying biological environments and physiological states. By investigating the expression profiles and interaction dynamics of mRNAs and lncRNAs, we can enhance our understanding of the molecular mechanisms through which cell-matrixed nerve grafts influence neural repair. Such studies are pivotal in uncovering the intricate networks of gene regulation that underpin this process.
Weighted gene co-expression network analysis (WGCNA) utilizes clustering algorithms, such as hierarchical clustering, to aggregate genes with similar expression profiles into modules. These modules, which potentially correspond to distinct biological functions or processes, can subsequently be analyzed for their association with external sample traits. By correlating gene modules with specific conditions, such as disease states or responses to treatments, WGCNA enables a deeper understanding of the genetic architecture underlying various phenotypic traits and their functional implications. We identified seven mRNA modules and five lncRNA modules that exhibited associations with treatment or time-related events by WGCNA. We found the blue (mRNAs) module which displayed a remarkable enrichment in "axonal guidance" and "metabolic pathways", exhibited strong co-expression with multiple lncRNA modules, including blue (related to "GnRH secretion" and "pyrimidine metabolism"), green (related to "arginine and proline metabolism"), black (related to "nitrogen metabolism"), grey60 (related to "PPAR signaling pathway"), and greenyellow (related to "steroid hormone biosynthesis"). All of the top 50 mRNAs and lncRNAs exhibiting the strongest correlation were derived from the blue module. Validation of key molecules were performed using immunohistochemistry and qRT-PCR.
Revealing the principles and molecular regulatory mechanisms of the interaction between materials and biological entities, such as cells and tissues, is a direction for the development of biomimetic tissue engineering technologies and clinically effective products.
去细胞细胞外基质(dECM)是一种引人注目的天然生物材料,由于其出色的生物学特性而备受关注。在我们的研究中,我们使用细胞基质神经移植物修复大鼠坐骨神经缺损。评估了这种方法的疗效,并同时探讨了潜在的分子调节机制,以阐明这种移植物如何促进神经再生。长链非编码 RNA(lncRNA)通过多种机制调节 mRNA 的表达,包括转录后调控、转录因子效应和与 miRNA 的竞争性结合。lncRNA 和 mRNA 之间的这些相互作用有助于精确控制基因表达,使生物体能够适应不同的生物环境和生理状态。通过研究 mRNA 和 lncRNA 的表达谱和相互作用动态,我们可以增强对细胞基质神经移植物影响神经修复的分子机制的理解。这些研究对于揭示支持这一过程的基因调控复杂网络至关重要。
加权基因共表达网络分析(WGCNA)利用聚类算法(如层次聚类)将表达谱相似的基因聚集成模块。这些模块可能对应于不同的生物学功能或过程,然后可以分析它们与外部样本特征的关联。通过将基因模块与特定条件(如疾病状态或对治疗的反应)相关联,WGCNA 可以更深入地了解各种表型特征的遗传结构及其功能意义。通过 WGCNA,我们确定了七个与治疗或时间相关事件相关的 mRNA 模块和五个 lncRNA 模块。我们发现蓝色(mRNA)模块在“轴突导向”和“代谢途径”中表现出显著的富集,与多个 lncRNA 模块强烈共表达,包括蓝色(与“GnRH 分泌”和“嘧啶代谢”相关)、绿色(与“精氨酸和脯氨酸代谢”相关)、黑色(与“氮代谢”相关)、灰色 60(与“PPAR 信号通路”相关)和黄绿色(与“类固醇激素生物合成”相关)。蓝色模块中最强相关的前 50 个 mRNA 和 lncRNA 都来源于蓝色模块。通过免疫组织化学和 qRT-PCR 验证了关键分子。
揭示材料与生物实体(如细胞和组织)之间相互作用的原理和分子调节机制是仿生组织工程技术和临床有效产品发展的方向。