Identification of prognostically relevant gene signatures in lung squamous cell carcinoma by Lung Cancer Explorer

被引:2
|
作者
Wang, Yuqing [1 ]
Shen, Juan [2 ]
Huang, Jie [3 ]
机构
[1] Zhejiang Univ, Sch Med, Affiliated Hangzhou People Hosp 1,Translat Med Re, Key Lab Clin Canc Pharmacol & Toxicol Res Zhejian, Hangzhou, Peoples R China
[2] Zhejiang Univ, Sch Med, Hangzhou, Peoples R China
[3] Zhejiang Univ, Affiliated Hangzhou Canc Hosp, Dept Oncol, Sch Med, 34 Yanguan Lane, Hangzhou 310006, Peoples R China
关键词
Lung squamous cell carcinoma; gene expression profiling; prognosis; meta-analysis; EXPRESSION; PROLIFERATION; IMMUNOTHERAPY; DIAGNOSIS;
D O I
10.21037/tcr-21-222
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Biological features and key genes are urgently needed to reveal the transcriptomic landscape and guide diagnosis and therapy for lung squamous cell carcinoma (LUSC). However, most papers have only focused on highly expressed genes correlated with poor survival in LUSC, which limits the understanding of this cancer type. Methods: Meta-analysis results of genes with tumour-normal differential expression and survival association in LUSC patients provided by the web-tool Lung Cancer Explorer (LCE) were used to determine the differentially expressed genes (DEGs) and prognostically relevant genes (PRGs); the intersected genes were divided into groups, and their biological functions were explored by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. The network of each group was visualized, and the top-ranked genes were selected by the 'degree' method and further tested for their survival association using the Kaplan-Meier (KM) Plotter web tool. Paired cancer and adjacent tissues from LUSC patients were used to confirm the differential expression. Results: A total of 506 genes, as both DEGs and PRGs, were categorized into 4 gene signatures representing distinct biological features, including regulation of the immune system, epithelium development, small GTPase-mediated signal transduction, Adenosine diphosphate (ADP) metabolic process, and glycolysis. Finally, 9 hub genes were identified and subsequently retested to be correlated with survival through univariate and multivariate Cox regression analyses in KM plotter. Paired clinical samples validated the changes in mRNA expression of NTRK2, RAB11A, and CD52. Conclusions: This study provides more insight into the functional and molecular features of LUSC through meta-analysis of available data and identifies therapeutic and diagnostic markers for LUSC.
引用
收藏
页码:2009 / +
页数:15
相关论文
共 50 条
  • [31] Synchronous lung cancer presenting with small cell carcinoma and squamous cell lung carcinoma: a case report
    Stirpe, Emanuele
    Bardaro, Floriana
    Archives, Monaldi
    MONALDI ARCHIVES FOR CHEST DISEASE, 2024, 94 (03)
  • [32] Squamous Cell Cancer of The Lung with Synchronous Renal Cell Carcinoma
    Ates, Ihsan
    Yazici, Ozan
    Ates, Hale
    Yazilitas, Dogan
    Ozcan, Ayse Naz
    Agackiran, Yetkin
    Zengin, Nurullah
    TURKISH THORACIC JOURNAL, 2016, 17 (03) : 125 - 127
  • [33] Application of infrared spectroscopy for the identification of squamous cell carcinoma (lung cancer). Preliminary study
    Kaznowska, Ewa
    Lach, Kornelia
    Depciuch, Joanna
    Chaber, Radostaw
    Koziorowska, Anna
    Slobodian, Stepan
    Kiper, Krzysztof
    Chlebus, Anna
    Cebulski, Jozef
    INFRARED PHYSICS & TECHNOLOGY, 2018, 89 : 282 - 290
  • [34] SQUAMOUS CELL CARCINOMA OF THE LUNG AND SQUAMOUS CELL CARCINOMA OF THE KIDNEY
    ALLEN, LN
    PROCEEDINGS OF THE ROYAL SOCIETY OF MEDICINE-LONDON, 1961, 54 (02): : 160 - 160
  • [35] Identification of a new tumor antigen in squamous cell lung carcinoma
    Hoefer, M
    Brass, N
    Meese, E
    Ukena, D
    Bohrer, A
    Sybrecht, GW
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1999, 159 (03) : A445 - A445
  • [36] Creation and Early Validation of Prognostic miRNA Signatures for Squamous Cell Lung Carcinoma by the SPECS Lung Consortium
    Harpole, David
    Bueno, Raphael
    Richards, William
    Beer, David
    Ballman, Karla
    Tsao, Ming
    Shepard, Frances
    Merrick, Daniel
    Van Bokhoven, Adriaan
    Franklin, Wilbur
    Govindan, Ramaswamy
    Watson, Mark
    Gandara, David R.
    Chen, Guoan
    Chen, Zhengming
    Chirieac, Lucian
    Chui, Herman
    Genova, Carlo
    Joshi, Mary-Beth
    Kowalewski, Ashley
    Onaitis, Mark
    Rivard, Christopher
    Sporn, Thomas
    Hirsch, Fred R.
    JOURNAL OF THORACIC ONCOLOGY, 2017, 12 (01) : S612 - S613
  • [37] Identification of microRNAs differentially expressed between lung squamous cell carcinoma and lung adenocarcinoma
    Hamamoto, Junko
    Soejima, Kenzo
    Yoda, Satoshi
    Naoki, Katsuhiko
    Nakayama, Sohei
    Satomi, Ryosuke
    Terai, Hideki
    Ikemura, Shinnosuke
    Sato, Takashi
    Yasuda, Hiroyuki
    Hayashi, Yuichiro
    Sakamoto, Michiie
    Takebayashi, Toru
    Betsuyaku, Tomoko
    MOLECULAR MEDICINE REPORTS, 2013, 8 (02) : 456 - 462
  • [38] Identification of microRNAs differentially expressed between lung squamous cell carcinoma and lung adenocarcinoma
    Hamamoto, Junko
    Yoda, Satoshi
    Naoki, Katsuhiko
    Nakayama, Sohei
    Satomi, Ryosuke
    Terai, Hideki
    Ikemura, Shinnosuke
    Sato, Takashi
    Hayashi, Yuichiro
    Soejima, Kenzo
    CANCER RESEARCH, 2011, 71
  • [39] Plasma lipid biomarker signatures in squamous carcinoma and adenocarcinoma lung cancer patients
    Srinivasarao Ravipati
    David R. Baldwin
    Helen L. Barr
    Andrew W. Fogarty
    David A. Barrett
    Metabolomics, 2015, 11 : 1600 - 1611
  • [40] Identification of a prognostic gene signature in patients with cisplatin resistant squamous cell lung cancer
    Mu, Yi
    Dong, Yinan
    Zheng, Mingyang
    Barr, Martin P.
    Roviello, Giandomenico
    Hu, Zhihuang
    Liu, Jia
    JOURNAL OF THORACIC DISEASE, 2024, 16 (07)