生物信息学分析揭示微孢子虫家族基因是结直肠癌的预后和治疗标志物。

Binghui Liu, Lingbin Chen, Hui Chen, Juhua Pan, Changfa Yu
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引用次数: 0

摘要

目的:本研究的目的是研究微细纹(MORC)家族,一组染色质重塑蛋白,作为结直肠癌(CRC)的治疗和预后标志物的作用。背景:MORC蛋白家族基因是一个高度保守的核蛋白超家族,其成员共享一个共同的结构域,但具有不同的生物学功能。以往的研究分析了morc作为表观遗传调节剂和染色质调节剂的作用;然而,morc参与CRC的发展和发病机制的研究较少。目的:研究morc作为结直肠癌治疗和预后指标的作用。方法:探讨MORC家族基因在结直肠癌中的表达及预后意义。从这些基因在免疫细胞浸润、肿瘤微环境(tumor microenvironment, TME)中的功能,以及它们与免疫抑制基因、免疫检查点、免疫刺激基因等免疫调节基因的相互作用等方面,全面分析了这些基因在肿瘤免疫中的作用。采用R统计软件研究MORC家族基因与肿瘤突变负荷(TMB)、DNA、错配修复(MMR)、RNA甲基化、微卫星不稳定性(MSI)和药物敏感性之间的关系。应用免疫组化方法检测150例结直肠癌组织和60例癌旁组织中MORC4的表达。采用细胞计数试剂盒-8 (CCK-8)、划痕法和transwell细胞侵袭法检测结直肠癌细胞的增殖、迁移和侵袭。结果:与正常结直肠粘膜组织相比,CRC组织中MORC2和MORC4的表达明显上调,MORC1和MORC3的表达明显下调。MORC2高表达的患者预后比MORC2低表达的患者更不利。功能注释分析鉴定出100个MORC家族基因与糖尿病性心肌病、肌萎缩侧索硬化症、氧化磷酸化、亨廷顿氏病、产热、帕金森病、嗅觉转导、阿尔茨海默病、朊病毒病呈显著负相关或正相关。在CRC中,MORC3表达与基质评分、免疫评分和ESTIMATE评分呈正相关,而MORC2表达与三项评分呈负相关,相关性无统计学意义。此外,MORC家族基因与T辅助细胞等肿瘤浸润性免疫细胞呈显著正相关,与某些免疫抑制基因如CXCR4、PVR、免疫刺激基因如TGFBR1、KDR、CD160以及一些免疫检查点基因有密切关系。结果发现,部分MORC家族基因成员的表达与CRC中DNA甲基化、MSI、TMB、MMRs及药物敏感性呈正相关,且CRC组织中MORC4 mRNA及蛋白水平较邻近正常组织显著上调(p结论:CRC样本中MORC家族基因表达差异显著,与CRC免疫细胞浸润及预后有关。因此,MORC家族基因被认为是指示CRC临床免疫治疗和预后结果的标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bioinformatics Analysis Reveals Microrchidia Family Genes as the Prognostic and Therapeutic Markers for Colorectal Cancer.

Aim: The aim of this study is to examine the role of the microrchidia (MORC) family, a group of chromatin remodeling proteins, as the therapeutic and prognostic markers for colorectal cancer (CRC).

Background: MORC protein family genes are a highly conserved nucleoprotein superfamily whose members share a common domain but have distinct biological functions. Previous studies have analyzed the roles of MORCs as epigenetic regulators and chromatin remodulators; however, the involvement of MORCs in the development and pathogenesis of CRC was less examined.

Objective: The current work examined the role of the MORCs as the therapeutic and prognostic markers for CRC.

Methods: The expressions and prognostic significance of MORC family genes in CRC were explored. The role of these genes in tumor immunity was comprehensively analyzed in terms of their functions in immune cell infiltration, tumor microenvironment (TME), and their interaction with immune regulatory genes such as immunosuppressive genes, immune checkpoints and immunostimulatory genes. The relations between MORC family genes, tumor mutation burden (TMB), DNA, mismatch repair (MMR), RNA methylation, microsatellite instability (MSI), and drug sensitivity were investigated using the R statistical software. The expressions of MORC4 in 150 CRC tissues and 60 paracancer tissues were detected by immunohistochemical method. CRC cell proliferation, migration, and invasion were measured by cell counting kit-8 (CCK-8), scratch assay, and transwell cell invasion assay.

Results: The expressions of MORC2 and MORC4 were significantly upregulated, whereas those of MORC1 and MORC3 were noticeably downregulated in CRC in comparison to their expressions in normal colorectal mucosal tissues. Patients with high-expressed MORC2 showed a more unfavorable prognosis than those with a low MORC2 level. Functional annotation analysis identified 100 MORC family genes with the most significant negative or positive correlations to diabetic cardiomyopathy, amyotrophic lateral sclerosis, oxidative phosphorylation, Huntington's disease, thermogenesis, Parkinson's disease, olfactory transduction, Alzheimer's disease, prion disease. MORC3 expression was positively correlated with Stromal score, Immune score and ESTIMATE score, while MORC2 expression was negatively related to the three scores in CRC, these correlations were not statistically significant. Additionally, the MORC family genes were significantly positively correlated with tumor-infiltrating immune cells such as T helper cells and exhibited close relations to some immunosuppressive genes such as CXCR4 and PVR, immunostimulatory genes such as TGFBR1, KDR, and CD160 as well as some immune checkpoint genes. It was found that the expressions of some members of MORC family genes were positively correlated with DNA methylation, MSI, TMB, MMRs, and drug sensitivity in CRC and that the mRNA and protein levels of MORC4 were remarkably upregulated in CRC tissues than in adjacent normal tissues (P<0.05). In the MORC4 knockdown group, DLD-1 cell proliferation was more inhibited than in the negative control (NC) and siRNA groups (P<0.05). Furthermore, the migratory capacity of DLD-1 cells and the number of cells crossing the basement membrane in the MORC4 knockdown group were reduced compared to the NC and siRNA groups (all P<0.05).

Conclusion: The expressions of MORC family genes were significantly different in CRC samples, which was related to the immune cell infiltration and prognosis of CRC. Thus, the MORC family genes were considered as markers for indicating the clinical immunotherapy and prognostic outcome of CRC.

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