首页|胆管癌中m7G甲基化调节因子相关预后风险模型的构建及临床意义

胆管癌中m7G甲基化调节因子相关预后风险模型的构建及临床意义

Construction and clinical significance of prognostic risk model related to m7G methylation regulatory factors in cholangiocarcinoma

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目的 表观遗传重编程在胆管癌(CCA)进展中起关键作用,m7G甲基化修饰是转录后调控中最常见的碱基修饰形式之一,其通过调节肿瘤相关基因的表达在增殖、侵袭和转移等多种肿瘤相关的生物学活动中发挥着巨大作用.实验研究是探索m7G甲基化调节因子构建的相关修饰模式及其对CCA临床预后及治疗效果的评估.方法 分析基于癌症基因组图谱(TCGA)和基因表达综合数据库(GEO)中27个m7G甲基化调节因子[Argonaute2蛋白(AGO2),细胞质脆性X智力迟钝蛋白1(FMR1)相关蛋白1(CYFIPI),脱帽mRNA2(DCP2)、清道夫脱帽酶(DCPS),真核翻译起始因子3(EIF3)亚基D(EIF3D),真核翻译起始因子4A1(EIF4A1),真核翻译起始因子4E(EIF4E),真核翻译起始因子4E家族成员1B(EIF4E1B),真核翻译起始因子4E家族成员2(EIF4E2),真核翻译起始因子4E家族成员3(EIF4E3),真核翻译起始因子4伽玛3(EIF4G3),宝石核细胞器相关蛋白5(GEMIN5),干扰素诱导蛋白5(IFIT5),La核糖核蛋白1(LARP1),Sm 样蛋白(LSM1),甲基转移酶 1(METTL1),核帽结合蛋白(NCBP)1,NCBP2,NCBP2 样蛋白(NCBP2L),NOP2/Sun RNA甲基转移酶家族成员2(NSUN2),Nudix水解酶(NUDT)10,NUDT3,NUDT4,营养素1(SNUPN),WD重复结构域4(WDR4)]的表达水平,利用CCA患者临床数据进行生存分析.对所有患者数据进行共识聚类分析并筛选预后相关的差异表达基因(DEG),为了检测m7G甲基化调节因子及其DEG的影响进行共识聚类分析,进一步建立m7G甲基化评分系统,评估m7G甲基化评分与CCA患者预后的相关性.结果 约48%(12/25)的m7G甲基化调节因子DNA拷贝数增加,其中AGO2的拷贝数增加程度最高;约56%(14/25)的m7G甲基化调节因子DNA拷贝数减少,其中EIF4G3的拷贝数减少程度最高,并且与患者预后密切相关;除IFIT5外,其余调节因子之间存在复杂且密切的相互作用关系.17个与CCA患者预后相关的m7G甲基化调节基因,其中LARP1、NUDT3、SNUPN、NCBP2、EIF4E1B、NUDT11、NSUN2、EIF4A1、GEMIN5和CYFIP1的高表达与患者预后正相关,EIF4E3、WDR4、EIF4E2、NUDT4、NCBP1、EIF4E和DCP2的高表达与患者预后不良相关(P<0.05).通过对m7G甲基化分型之间取交集DEG,DEG主要富集于血管内皮细胞增殖与新生血管生成等.筛选预后相关基因,得到2个具有预后差异的m7G甲基化基因特征亚组,m7G甲基化评分高低两组分型之间差异有统计学意义,即m7G甲基化低评分组患者预后相对较好.结论 研究表明,m7G甲基化修饰异常与CCA的发生发展密切相关,并且在肿瘤调控网络的形成中起着重要作用,评估肿瘤中的m7G甲基化修饰模式将有助于指导制定更有效的治疗策略.
Objective Epigenetic reprogramming plays a key role in the progression of cholangiocarcinoma(CCA).m7G modi-fication is one of the most common base modifications in post transcriptional regulation,which plays the huge role in many tu-mors related biological activities such as proliferation,invasion and metastasis by regulating expression of tumor related genes,and to explore the modification patterns related to construction of m7G methylation regulatory factors and their evaluation of clini-cal prognosis and therapeutic efficacy in CCA.Methods The expression level of 27 m7G regulatory factors[Argonaute2(AGO2),fragile X mental retardation 1 protein(FMR1),cytoplasmic FMR1 interacting protein 1(CYFIP1),decapping mRNA 2(DCP2),scavenger decapping enzyme(DCPS),eukaryotic initiation factor(EIF3),EIF3 subunit D(EIF3D),EIF4A1,EIF4E,EIF4E family member 1B(EIF4E1B),EIF4E family member 2(EIF4E2),EIF4E family member 3(EIF4E3),EIF4E gama 3(EIF4G3),gem nuclear organelle associated protein 5(GEMIN5),interferon-induced protein with tetratricopeptide repeats 5(IFIT5),La ribonu-cleoprotein 1(LARP1),Sm-like-1(LSM1),methyltransferase 1(METTL1),nuclear cap-binding protein(NCBP)1,NCBP2,NCBP2-like(NCBP2L),NOP2/Sun RNA methyltransferase 2(NSUN2),nudix hydroxylase(NUDT)10,NUDT3,NUDT4,snurportin 1(SNUPN),WD repeat domain 4(WDR4)]were analyzed based on Cancer Genome Map(TCGA)and Gene Expression Comprehen-sive Database(GEO),and survival analysis were conduct using clinical data from CCA patients.The consensus clustering analysis was performed on all patient data and differential expression genes(DEG)related to prognosis were screened.The consensus clustering analysis was performed to detect the effects of m7G methylation regulators and their DEG,the m7G methylation scoring system was further established to evaluate the correlation between m7G methylation score and prognosis of CCA patients.Results About 48%(12/25)m7G methylation regulatory factor DNA copy number increased,of which AGO2 copy number increased the most;about 56%(14/25)m7G methylation regulators DNA copy number decreased,of which EIF4G3 decreased the most and closely related to patient prognosis.In addition to IFIT5,there was complex and close interaction in remaining regulatory factors.Among the 17 m7G methylation regulatory genes related to prognosis of CCA patients,the high expressions of LARP1,NUDT3,SNUPN,NCBP2,EIF4E1B,NUDT11,NSUN2,EIF4A1,GEMIN5 and CYFIP1 were positively correlated with patient prognosis,and the high expressions of EIF4E3,WDR4,EIF4E2,NUDT4,NCBP1,EIF4E and DCP2 were related to poor prognosis of patients(P<0.05).The intersection DEG between m7G methylation types was taken,and DEG was mainly enriched in vascular endothe-lial cell proliferation and neovascularization.The prognosis-related genes were screened and two subgroups of m7G methylation gene characteristics with different prognosis were obtained.The difference between 2 groups of m7G methylation scores was statis-tically significant,and patient prognosis with low m7G methylation score was relatively good.Conclusion It is demonstrated that the abnormality of m7G modification is closely related to the occurrence and development of CCA,which plays an important role in the formation of tumor regulatory network.Assessing the m7G modification pattern in tumors will help guide the development of more effective treatment strategies.

cholangiocarcinomam7G methylationprognosism7G methylation score

王卓、王敏、刘莹、吕丹丹、屈园园、谌慧君、洪流、周威

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空军军医大学第一附属医院消化病医院,陕西西安 710032

胆管癌 m7G甲基化 预后 m7G甲基化评分

国家自然科学基金

82073210

2024

生物医学工程与临床
天津市生物医学工程学会,天津市第三中心医院

生物医学工程与临床

CSTPCD
影响因子:0.462
ISSN:1009-7090
年,卷(期):2024.28(2)
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