Comprehensive analysis of autophagy associated genes and immune infiltrates in cervical cancer

Publish Year: 1403
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:

JR_IJBMS-27-7_004

تاریخ نمایه سازی: 18 اردیبهشت 1403

Abstract:

Objective(s): Cervical cancer (CC) is the most common gynecological malignant tumor and the fourth leading cause of cancer-related death in women. The progression of CC is significantly affected by autophagy. Our objective was to use bioinformatics analysis to explore the expression, prognostic significance, and immune infiltration of autophagy-related genes in CC. Materials and Methods: We identified a set of autophagy-related differentially expressed genes (ARDEGs) from The Cancer Genome Atlas (TCGA)  and Gene Expression Omnibus (GEO) databases. ARDEGs were further validated by The Human Protein Atlas (HPA), GSE۵۲۹۰۳, and GSE۳۹۰۰۱ dataset. Hub genes were found by the STRING network and Cytoscape. We performed Gene Set Enrichment Analysis (GSEA), Gene ontology analysis (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, and immune infiltration analysis to further understand the functions of the hub genes. Kaplan-Meier (K-M) and receiver operating characteristic (ROC) were used to check the hub genes. Results: A total of ۱۰ up-regulated (CXCR۴, BAX, SPHK۱,  EIF۲AK۲, TBK۱, TNFSF۱۰, ITGB۴, CDKN۲A, IL۲۴, and BIRC۵) and ۱۹ down-regulated  (PINK۱, ATG۱۶L۲, ATG۴D, IKBKE, MLST۸, MAPK۳, ERBB۲, ULK۳, TP۵۳INP۲, MTMR۱۴, BNIP۳, FOS, CCL۲, FAS, CAPNS۱, HSPB۸, PTK۶, FKBP۱B , and DNAJB۱) ARDEGs were identified.  The ARDEGs were enriched in cell growth, apoptosis, human papillomavirus infection, and cytokine-mediated. Then, we found that low expression of MAPK۳ was associated with poor prognosis in CC patients and was significantly enriched in immune pathways. In addition, the expression of MAPK۳ was significantly positively correlated with the infiltration levels of macrophages, B cells, mast cell activation, and cancer-associated fibroblasts. Furthermore, MAPK۳ was positively correlated with LGALS۹, and negatively correlated with CTLA۴ and CD۴۰. Conclusion: Our results show that MAPK۳ can be used as a new prognostic biomarker to predict the prognosis of patients with CC.

Keywords:

Autophagy , Bioinformatics , Uterine Cervical Neoplasms , Immune Infiltrates , Mitogen-activated protein - kinase ۳

Authors

Shuzhen Li

Department of Gynecologic Oncology, Guangxi Medical University Cancer Hospital Nanning, Guangxi Zhuang Autonomous Region ۵۳۰۰۲۱, PR China

Kun Gao

Department of Gynecologic Oncology, Guangxi Medical University Cancer Hospital Nanning, Guangxi Zhuang Autonomous Region ۵۳۰۰۲۱, PR China

Desheng Yao

Department of Gynecologic Oncology, Guangxi Medical University Cancer Hospital Nanning, Guangxi Zhuang Autonomous Region ۵۳۰۰۲۱, PR China

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  • Feng Q, Wang J, Cui N, Liu X, Wang H. ...
  • Klionsky DJ, Petroni G, Amaravadi RK, Baehrecke EH, Ballabio A, ...
  • Lopez-Otín C, Kroemer G. Decelerating ageing and biological clocks by ...
  • Venida A, Perera RM. Host control of tumor feeding: autophagy ...
  • Miao C-C, Hwang W, Chu L-Y, Yang L-H, Ha C-T, ...
  • yingBai Y, meiCheng Y, Wang W, Yang L, Yang Y. ...
  • Russell KL, Gorgulho CM, Allen A, Vakaki M, Wang Y, ...
  • Chao X, Qian H, Wang S, Fulte S, Ding W-X. ...
  • Huang X, Zhang G, Bai X, Liang T. Reviving the ...
  • Huang H, Han Q, Zheng H, Liu M, Shi S, ...
  • Zhang X, Sun Y, Cheng S, Yao Y, Hua X, ...
  • Wu L, Shen B, Li J, Zhang H, Zhang K, ...
  • Colaprico A, Silva TC, Olsen C, Garofano L, Cava C, ...
  • Ritchie ME, Phipson B, Wu D, Hu Y, Law CW, ...
  • den Boon JA, Pyeon D, Wang SS, Horswill M, Schiffman ...
  • Zhai Y, Kuick R, Nan B, Ota I, Weiss SJ, ...
  • Medina-Martinez I, Barrón V, Roman-Bassaure E, Juárez-Torres E, Guardado-Estrada M, ...
  • Espinosa AM, Alfaro A, Roman-Basaure E, Guardado-Estrada M, Palma Í, ...
  • Barrett T, Wilhite SE, Ledoux P, Evangelista C, Kim IF, ...
  • Davis S, Meltzer PS. GEOquery: a bridge between the gene ...
  • Wang N-N, Dong J, Zhang L, Ouyang D, Cheng Y, ...
  • Gu Z, Eils R, Schlesner M. Complex heatmaps reveal patterns ...
  • Gene Ontology Consortium. Gene ontology consortium: going forward. Nucleic Acids ...
  • Kanehisa M, Goto S. KEGG: kyoto encyclopedia of genes and ...
  • Yu G, Wang L-G, Han Y, He Q-Y. Cluster profiler: ...
  • Nagy Á, Munkácsy G, Győrffy B. Pancancer survival analysis of ...
  • Uhlén M, Fagerberg L, Hallström BM, Lindskog C, Oksvold P, ...
  • Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, ...
  • Love MI, Huber W, Anders S. Moderated estimation of fold ...
  • Hänzelmann S, Castelo R, Guinney J. GSVA: gene set variation ...
  • Bindea G, Mlecnik B, Tosolini M, Kirilovsky A, Waldner M, ...
  • White E. Deconvoluting the context-dependent role for autophagy in cancer. ...
  • Huang H, Han Q, Zheng H, Liu M, Shi S, ...
  • Zhang L, Liu X, Song L, Zhai H, Chang C. ...
  • Wu L, Shen B, Li J, Zhang H, Zhang K, ...
  • Yang Y, Wang Q, Song D, Zen R, Zhang L, ...
  • Wu G, Long Y, Lu Y, Feng Y, Yang X, ...
  • Liu F, Chang L, Hu J. Activating transcription factor ۶ ...
  • Xiang W, Zhang R-J, Jin G-L, Tian L, Cheng F, ...
  • Slattery ML, Herrick JS, Torres-Mejia G, John EM, Giuliano AR, ...
  • Omrane I, Medimegh I, Baroudi O, Ayari H, Bedhiafi W, ...
  • Xu B, Guenther JF, Pociask DA, Wang Y, Kolls JK, ...
  • Lv Q, Wu K, Liu F, Wu W, Chen Y, ...
  • Roskoski R. Targeting ERK۱/۲ protein-serine/threonine kinases in human cancers. Pharmacol ...
  • Wang L-T, Liu K-Y, Chiou S-S, Huang S-K, Hsu S-H, ...
  • Akula SM, Abrams SL, Steelman LS, Emma MR, Augello G, ...
  • Hu Y, Lu Y, Xing F, Hsu W. FGFR۱/MAPK-directed brachyury ...
  • Li W, Qian C, Ma F, Liu M, Sun X, ...
  • Kashatus JA, Nascimento A, Myers LJ, Sher A, Byrne FL, ...
  • Mele L, del Vecchio V, Liccardo D, Prisco C, Schwerdtfeger ...
  • Gilbert CJ, Longenecker JZ, Accornero F. ERK۱/۲: an integrator of ...
  • Pennanen P, Kallionpää RA, Peltonen S, Nissinen L, Kähäri V-M, ...
  • Du Y, Zhang J, Meng Y, Huang M, Yan W, ...
  • Pramanik KK, Mishra R. ERK-mediated upregulation of matrix metalloproteinase-۲ promotes ...
  • Song X, Wang Y, Du H, Fan Y, Yang X, ...
  • Gavathiotis E, Reyna DE, Davis ML, Bird GH, Walensky LD. ...
  • Bleicken S, Landeta O, Landajuela A, Basañez G, García-Sáez AJ. ...
  • Metur SP, Klionsky DJ. Adaptive immunity at the crossroads of ...
  • Deretic V. Autophagy in inflammation, infection, and immunometabolism. Immunity ۲۰۲۱; ...
  • Havel JJ, Chowell D, Chan TA. The evolving landscape of ...
  • Yao H, Jiang X, Fu H, Yang Y, Jin Q, ...
  • Chen Z, Zhu Y, Du R, Pang N, Zhang F, ...
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