|Table of Contents|

Construction of competitive endogenous RNA networks associated with prognosis of colorectal adenocarcinoma and analysis of immunotherapy response

Journal Of Modern Oncology[ISSN:1672-4992/CN:61-1415/R]

Issue:
2022 04
Page:
671-679
Research Field:
Publishing date:

Info

Title:
Construction of competitive endogenous RNA networks associated with prognosis of colorectal adenocarcinoma and analysis of immunotherapy response
Author(s):
ZHENG KunWANG YaliCHEN XiuqiongYAO ShuoZHOU TingZOU Yanmei
Department of Oncology,Tongji Hospital,Tongji Medical College,Huazhong University of Science and Technology,Hubei Wuhan 430030,China.
Keywords:
colonadenocarcinomalong non-coding RNAscompetitive endogenous RNAsprognosisimmunotherapy
PACS:
R735.3
DOI:
10.3969/j.issn.1672-4992.2022.04.023
Abstract:
Objective: To construct prognostic related competitive endogenous RNA(ceRNA) networks in colon adenocarcinoma(COAD) by using bioinformatics tools and to conduct comprehensive analysis.Methods:RNA sequencing(RNA-seq) data and miRNA sequencing(miRNA-seq) data of COAD were downloaded from The Cancer Genome Atlas(TCGA) database,along with corresponding clinical information of patients,to screen for differentially expressed mRNAs(DEmRNAs),lncRNAs(DElncRNAs) and miRNAs(DEmiRNAs).Function and pathway enrichment analyses,as well as protein-to-protein interaction(PPI) network analyses,were performed for all DEmRNAs.The ceRNA network of COAD was constructed based on the regulatory relationships between these differential RNAs.Kaplan-Meier curves were used to assess the impact of these RNAs on the overall survival(OS) of patients with COAD.The correlation between the expression pattern of differential genes and other clinical features was analyzed in the context of patient-related clinical information.The relationship between DElncRNAs and immune-related molecules andcellswas analyzed using c-bioportal and TIMER database.Results:5 DElncRNAs(C2orf48,HOTAIR,KCNQ1OT1,LINC00355 and MIR31HG),2 DEmiRNAs(miR-145 and miR-152) and 6 DEmRNAs(FAM46C,FJX1,MACC1,SLC16A9,TPM2 and ULBP2) were significantly associated with OS in patients in the ceRNA network constructed by us.In addition,4 of the prognosis-related lncRNAs have been shown to be associated with certain other clinical features.There was a significant correlation between KCNQ1OT1,MIR31HG and PD-L1 expression.Conclusion:This study reveals a novel ceRNA regulatory network for COAD and identified lncRNA C2orf48,HOTAIR,KCNQ1OT1,LINC00355,and MIR31HG as potential biomarkers of COAD for prognosis,targeted therapy,and immunotherapy response.

References:

[1]BRAY F,FERLAY J,SOERJOMATARAM I,et al.Global cancer statistics 2018:GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries[J].CA-A Cancer Journal for Clinicians,2018,68(6):394-424.
[2]CHEN WQ,ZHENG RS,BAADE PD,et al.Cancer statistics in China,2015[J].CA-A Cancer Journal for Clinicians,2016,66(2):115-132.
[3]ZHAI Z,YU X,YANG B,et al.Colorectal cancer heterogeneity and targetedtherapy:Clinical implications,challenges and solutions for treatment resistance[J].Seminars in Cell & Developmental Biology,2017,64:107-115.
[4]O'CONNELL JB,MAGGARD MA,KO CY.Colon cancer survival rates with the new American Joint Committee on Cancer sixth edition staging[J].Journal of the National Cancer Institute,2004,96(19):1420-1425.
[5]CECH TR,STEITZ JA.The noncoding RNA revolution-trashing old rules to forge new ones[J].Cell,2014,157(1):77.
[6]ADAMS BD,PARSONS C,WALKER L,et al.Targeting noncoding RNAs in disease[J].The Journal of Clinical Investigation,2017,127(3):761.
[7]YARMISHYN AA,KUROCHKIN IV.Long noncoding RNAs:a potential novel class of cancer biomarkers [J].Frontiers in Genetics,2015,6:145.
[8]RUPAIMOOLE R,SLACK FJ.MicroRNA therapeutics:towards a new era for the management of cancer and other diseases [J].Nature Reviews,Drug Discovery,2017,16(3):203-222.
[9]SALMENA L,POLISENO L,TAY Y,et al.A ceRNA hypothesis:The Rosetta stone of a hidden RNA language[J].Cell,2011,146(3):353-358.
[10]钱傅燕雯,冯凡,许文林.ceRNA在肿瘤中的研究进展 [J].现代肿瘤医学,2019,27(07):1237-1240. QIAN Fuyanwen,FENG Fan,XU Wenlin.Research progress of ceRNA in cancer [J].Modern Oncology,2019,27(07):1237-1240.
[11]褚飞,柳青峰.乳腺癌竞争内源性RNA网络构建与分析 [J].现代肿瘤医学,2020,28(09):1466-1471. CHU Fei,LIU Qingfeng.Establishment and analysis of competing endogenous RNA network for breast cancer [J]. Modern Oncology,2020,28(09):1466-1471.
[12]QI X,ZHANG DH,WU N,et al.ceRNA in cancer:possible functions and clinical implications [J].Journal of Medical Genetics,2015,52(10):710-718.
[13]李经蕾,胡帅航,周彤,等.肺腺癌竞争内源性RNA网络的综合分析:基于肿瘤基因组图谱数据库 [J].现代肿瘤医学,2020,28(24):4220-4226. LI Jinglei,HU Shuaihang,ZHOU Tong,et al.Comprehensive analysis of the competing endogenous RNA network in lung adenocarcinoma:baseon TCGA database [J].Modern Oncology,2020,28(24):4220-4226.
[14]王微,孙亚男.喉鳞癌中CircRNA、LncRNA、miRNA调控网络构建及功能研究 [J].现代肿瘤医学,2020,28(05):698-701. WANG Wei,SUN Yanan.Construction and function of circRNA,lncRNA and miRNA regulatory networks in laryngeal squamous cell carcinoma [J].Modern Oncology,2020,28(05):698-701.
[15]SUN C,LI S,ZHANG F,et al.Long non-coding RNA NEAT1 promotes non-small cell lung cancer progression through regulation of miR-377-3p-E2F3 pathway [J].Oncotarget,2016,7(32):51784-51814.
[16]ROBINSON MD,MCCARTHY DJ,SMYTH GK.edgeR:a Bioconductor package for differential expression analysis of digital gene expression data [J].Bioinformatics,2010,26(1):139-140.
[17]YU G,WANG LG,HAN Y,et al.clusterProfiler:An R package for comparing biological themes among gene clusters [J].OMICS,2012,16(5):284-287.
[18]KANEHISA M,GOTO S.KEGG:kyoto encyclopedia of genes and genomes [J].Nucleic Acids Research,2000,28(1):27-30.
[19]SZKLARCZYK D,GABLE AL,LYON D,et al.STRING v11:protein-protein association networks with increased coverage,supporting functional discovery in genomewide experimental datasets [J].Nucleic Acids Research,2019,47(D1):D607-613.
[20]JEGGARI A,MARKS DS,LARSSON E.miRcode:a map of putative microRNA target sites in the long non-coding transcriptome [J].Bioinformatics,2012,28(15):2062-2063.
[21]HARROW J,FRANKISH A,GONZALEZ JM,et al.GENCODE:the reference human genome annotation for The ENCODE Project [J].Genome Research,2012,22(9):1760-1774.
[22]YAN Y,ZHENG L,DU Q,et al.Interferon regulatory factor 1(IRF-1) and IRF-2 regulate PD-L1 expression in hepatocellular carcinoma(HCC) cells [J].Cancer Immunology,Immunotherapy:CII,2020,69(9):1891-1903.
[23]ZHANG J,DANG F,REN J,et al.Biochemical aspects of PD-L1 regulation in cancer immunotherapy [J].Trends in Biochemical Sciences,2018,43(12):1014-1032.
[24]LEI X,LEI Y,LI JK,et al.Immune cells within the tumor microenvironment:Biological functions and roles in cancer immunotherapy [J].Cancer Letters,2020,470:126-133.
[25]OKUGAWA Y,GRADY WM,GOEL A.Epigenetic alterations in colorectal cancer:emerging biomarkers [J].Gastroenterology,2015,149(5):1204-1225.e12.
[26]KUNG JT,COLOGNORI D,LEE JT.Long noncoding RNAs:past,present,and future [J].Genetics,2013,193(3):651-669.
[27]WAPINSKI O,CHANG HY.Long noncoding RNAs and human disease [J].Trends in Cell Biology,2011,21(6):354-361.
[28]COSTA FF.Non-coding RNAs:new players in eukaryotic biology [J].Gene,2005,357(2):83-94.
[29]DENG G,SUI G.Noncoding RNA in oncogenesis:a new era of identifying key players [J].International Journal of Molecular Sciences,2013,14(9):18319.
[30]HUARTE M.The emerging role of lncRNAs in cancer [J].Nature Medicine,2015,21(11):1253-1261.
[31]BHAN A,SOLEIMANI M,MANDAL SS.Long noncoding RNA and cancer:A new paradigm [J].Cancer Research,2017,77(15):3965-3981.
[32]GRELET S,LINK LA,HOWLEY B,et al.A regulated PNUTS mRNA to lncRNA splice switch mediates EMT and tumour progression [J].Nature Cell Biology,2017,19(9):1105-1115.
[33]WANG Y,YANG L,CHEN T,et al.A novel lncRNA MCM3AP-AS1 promotes the growth of hepatocellular carcinoma by targeting miR-194-5p/FOXA1 axis [J].Molecular Cancer,2019,18(1):28.
[34]LU W,ZHANG H,NIU Y,et al.Long non-coding RNA linc00673 regulated non-small cell lung cancer proliferation,migration,invasion and epithelial mesenchymal transition by sponging miR-150-5p [J].Molecular Cancer,2017,16(1):118.
[35]LIU K,HOU Y,LIU Y,et al.LncRNA SNHG15 contributes to proliferation,invasion and autophagy in osteosarcoma cells by sponging miR-141 [J].Journal of Biomedical Science,2017,24(1):46.
[36]THOMSON DW,DINGER ME.Endogenous microRNA sponges:evidence and controversy [J].Nature Reviews Genetics,2016,17(5):272-283.
[37]ZHANG K,YAN J,YI B,et al.High KCNQ1OT1 expression might independently predict shorter survival of colon adenocarcinoma [J].Future Oncology,2019,15(10): 1085-1095.
[38]TATANGELO F,DI MAURO A,SCOGNAMIGLIO G,et al.Posterior HOX genes and HOTAIR expression in the proximal and distal colon cancer pathogenesis [J].Journal of Translational Medicine,2018,16(1):350.
[39]ZHANG Z,QIAN W,WANG S,et al.Analysis of lncRNA-associated ceRNA network reveals potential lncRNA biomarkers in human colon adenocarcinoma [J].Cellular Physiology and Biochemistry,2018,49(5):1778-1791.
[40]ZHANG H,WANG Z,WU J,et al.Long noncoding RNAs predict the survival of patients with colorectal cancer as revealed by constructing an endogenous RNA network using bioinformation analysis [J].Cancer Medicine,2019,8(3):863-873.
[41]ZHANG ZC,WANG GP,YIN LM,et al.Increasing miR-150 and lowering HMGA2 inhibit proliferation and cycle progression of colon cancer in SW480 cells [J].European Review for Medicaland Pharmacological Sciences,2018,22(20):6793-6800.
[42]GHAZANCHAEI A,MANSOORI B,MOHAMMADI A,et al.Restoration of miR-152 expression suppresses cell proliferation,survival,and migration through inhibition of AKT-ERK pathway in colorectal cancer [J].Journal of Cellular Physiology,2018,234(1):769-776.
[43]ROBERT SM,BUCKINGHAM SC,CAMPBELL SL,et al.SLC7A11 expression is associated with seizures and predicts poor survival in patients with malignant glioma [J].Science Translational Medicine,2015,7(289):289ra86.
[44]MROCZEK S,CHLEBOWSKA J,KULINSKI TM,et al.The non-canonical poly(A) polymerase FAM46C acts as an onco-suppressor in multiple myeloma [J].Nature Communications,2017,8(1):619.
[45]ZHAO Y,LIU Y,LIN L,et al.The lncRNA MACC1-AS1 promotes gastric cancer cell metabolic plasticity via AMPK/Lin28 mediated mRNA stability of MACC1 [J].Molecular Cancer,2018,17(1):69.
[46]COUZIN-FRANKEL J.Break through of the year 2013.Cancer immunotherapy [J].Science,2013,342(6165):1432-1433.
[47]ANGELL HK,BRUNI D,BARRETT JC,et al.The immunoscore:Colon cancer and beyond [J].Clinical Cancer Research,2020,26(2):332-339.
[48]ZHANG Y,DU W,CHEN Z,et al.Upregulation of PD-L1 by SPP1 mediates macrophage polarization and facilitates immune escape in lung adenocarcinoma [J].Experimental Cell Research,2017,359(2):449-457.

Memo

Memo:
National Natural Science Foundation of China(No.81502118);国家自然科学基金(编号:81502118);湖北省自然科学基金(编号:2018CFB611);中国临床肿瘤学会(编号:2016006);北京白求恩慈善基金会(编号:2019095)
Last Update: 1900-01-01