Chinese Journal of Tissue Engineering Research ›› 2022, Vol. 26 ›› Issue (23): 3683-3690.doi: 10.12307/2022.668
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Qiao Linghui1, Yuan Tao1, Han Jie2, Wang Guancheng1, Gu Yanglin1
Received:
2021-06-24
Accepted:
2021-08-19
Online:
2022-08-18
Published:
2022-02-23
Contact:
Gu Yanglin, MD, Associate professor, Master’s supervisor, Associate chief physician, Wuxi Second Affiliated Hospital of Nanjing Medical University, Wuxi 214000, Jiangsu Province, China
About author:
Qiao Linghui, Master candidate, Physician, Wuxi Second Affiliated Hospital of Nanjing Medical University, Wuxi 214000, Jiangsu Province, China
Supported by:
CLC Number:
Qiao Linghui, Yuan Tao, Han Jie, Wang Guancheng, Gu Yanglin. Screening and biological function analysis of inflammation-related circRNAs in synovial tissue of patients with primary knee osteoarthritis[J]. Chinese Journal of Tissue Engineering Research, 2022, 26(23): 3683-3690.
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2.3 骨关节炎组和类风湿性关节炎组滑膜组织circRNA差异表达GO分析 GO富集分析结果的直方图反映了针对生物过程、细胞成分和分子功能富集的GO_Term上差异基因的个数分布情况。根据注释到GO_Term的差异基因数目(S gene number)针对3种GO_function从高到低排序,选择Top25、Top15、Top10 GO_Terms进行绘图。如果有多个GO_Terms对应相同数量的基因编号,则随机选择一个GO_Terms进行绘制,见图5A。GO富集分析的结果通过ggplot2以散点图的形式显示。横轴的rich factor代表GO中的差异基因数/位于该GO的总基因数,Rich factor越大,GO富集的程度越高。纵坐标是GO_Term,是GO途径的注解。P值小于 0.05 表示显著富集。GO富集分析散点图是根据富集的显著性(P值)取Top20的Go_term进行绘图,见图5B。"
从图上可以看出,在生物过程(Biological Process)层面,骨关节炎组患者滑膜组织差异表达的circRNA主要富集于蛋白 H3-K36 二甲基化、鞘糖脂生物合成过程、Toll样受体9信号通路的正调控、核糖体蛋白导入细胞核、GTP酶活性的调节等过程。在细胞成分(cellular component)层面,骨关节炎组患者滑膜组织差异表达的circRNA主要富集于细胞膜、高尔基体、细胞内膜结合的细胞器、细胞连接、早期内体膜等细胞组分中。在分子功能(molecular_function)层面,钾离子和钠离子逆向转运蛋白活性、内质网管状网络、激活信号协整器 1 复合物、转移酶活性、非跨膜蛋白酪氨酸磷酸酶活性等均在骨关节炎组中有明显差异表达。 2.4 骨关节炎组和类风湿性关节炎组滑膜组织circRNA差异表达KEGG分析 KEGG(Kyoto Encyclopedia of Genes and Genomes)是由日本京都大学和东京大学联合开发的数据库,是系统分析基因功能、联系基因组信息和功能信息的知识库,可以用来查询代谢途径、酶(或编码酶的基因)、代谢产物等,也可以通过BLAST比对查询未知序列的代谢途径信息(www.genome.jp/kegg)。 骨关节炎组和类风湿性关节炎组滑膜组织差异表达的circRNA主要参与了肾素分泌、长期增益效应、人类免疫缺陷病毒1型感染、硒化合物代谢、糖胺聚糖生物合成——硫酸软骨素/硫酸皮肤素、血管内皮生长因子信号通路、长期抑郁、cGMP-PKG信号通路、催乳素信号通路等,见图6A。KEGG分析进一步揭示富集circRNA在已知通路中的表达情况。图6B为血管内皮生长因子信号通路(VEGF signaling pathway)富集分析图,黄色代表注释到某个ko节点的显著差异表达基因既有上调也有下调,实心箭头表示生化反应的方向,虚线箭头连接其他的相关代谢途径。"
因此,根据以上测序结果创建了一个circRNA-miRNA 相互作用网络,该网络有助于理解差异表达circRNA的作用。在所有185个差异表达的circRNA中,有超过2 000 个miRNA与其产生相互作用并满足包容性标准。最终可视化4个具有代表性的circRNA的相关网络,见图7。 2.6 骨关节炎组和类风湿性关节炎组滑膜组织差异表达 circRNA-miRNA-mRNA轴 circRNA作为内源性竞争性RNA通过碱基互补海绵吸附miRNA的方式来调控下游靶基因。miRNA通过靶向mRNA的3'UTR降低mRNA的稳定性或者抑制mRNA的翻译,进而负向调控靶基因的表达,这类转录后调控模式称作ceRNA假说。ceRNA不仅参与正常细胞的各种生物过程,而且在各类炎症和肿瘤中也发挥重要作用[11]。circRNA-miRNA-mRNA轴在其他疾病中的病理作用得到很多研究,而在骨关节炎及类风湿性关节炎中的研究还较少。由于差异基因靶向的下游mRNA较多,该研究仅将出现频次最高的前3位mRNA位点及其与代表性的3个circRNA形成的circRNA-miRNA-mRNA轴进行可视化,见图8,并针对性的进行相关分析。这些研究将为骨关节炎的发病机制、诊断和治疗提供新的方向。"
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