Integrative analyses identified ion channel genes GJB2 and SCNN1B as prognostic biomarkers and therapeutic targets for lung adenocarcinoma

被引:19
作者
Ao, Lu [1 ,2 ]
Shi, Yidan [2 ]
Liu, Yijuan [1 ]
Lin, Jiahao [2 ]
Zhang, Huarong [2 ]
Guo, Yating [2 ]
Li, Lisheng [3 ]
Lin, Zeman [2 ]
Wu, Junling [2 ]
Ji, Daihan [2 ]
Wang, Chengdang [1 ]
机构
[1] Fujian Med Univ, Affiliated Hosp 1, Dept Gastroenterol, Fuzhou 350122, Peoples R China
[2] Fujian Med Univ, Sch Med Technol & Engn, Dept Bioinformat, Fujian Key Lab Med Bioinformat, Fuzhou, Peoples R China
[3] Fujian Med Univ, Sch Basic Med Sci, Dept Biochem & Mol Biol, Fuzhou, Peoples R China
关键词
CANCER; EXPRESSION; PACLITAXEL; RESISTANCE; NORMALIZATION; METASTASIS; GENOMICS; NETWORK; GROWTH;
D O I
10.1016/j.lungcan.2021.06.001
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objectives: Abnormal expressions of ion channel genes are associated with the occurrence and progression of tumors. At present, their roles in the carcinogenesis of lung adenocarcinoma (LUAD) are not clear. Materials and methods: Differentially expressed (DE) genes in the tumorigenesis were identified from 328 ion channel genes in 102 LUAD and paired adjacent normal samples. Similar analyses were performed between 177 metastatic and 286 non-metastatic LUAD samples to identify DE ion channel genes in the progression of LUAD. Independent prognostic factors selected from DE ion channel genes were used to construct a prognostic model. Correlation analysis and drugs-drug targets interaction network were used to screen the potential drugs for LUAD patients stratified by GJB2 or SCNN1B. Results: Six ion channel genes (GJB2, CACNA1D, KCNQ1, SCNN1B, SCNN1G and TRPV6) were continuous differentially expressed in the tumorigenesis and progression of LUAD. The survival analysis in four datasets with 522 LUAD samples showed that GJB2 and SCNN1B were independent prognostic biomarkers. Patients with overexpression of GJB2 or underexpression of SCNN1B had shorter overall survival. Moreover, multi-omics analysis showed that hypomethylation of GJB2 and hypermethylation of SCNN1B in the promoter region may contribute to their aberrant expressions. KEGG enrichment analysis showed that the overexpressed genes in the group with high GJB2 or low SCNN1B were enriched in cancer-related pathways, while the underexpressed genes were enriched in metabolism-related pathways. The prognostic model with GJB2 and SCNN1B can stratify all LUAD patients into two groups with significantly different survival. Correlation analysis and drugs-drug targets interaction network suggested that GJB2 and SCNN1B expression might have indicative therapeutic values for LUAD patients. Finally, pan-cancer analysis in other eight cancer types showed that GJB2 and SCNN1B might be also potential prognostic factors for KIRC. Conclusions: GJB2 and SCNN1B were identified as prognostic biomarkers and therapeutic targets for LUAD.
引用
收藏
页码:29 / 39
页数:11
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共 57 条
  • [1] Activation of mechanosensitive ion channel TRPV4 normalizes tumor vasculature and improves cancer therapy
    Adapala, R. K.
    Thoppil, R. J.
    Ghosh, K.
    Cappelli, H. C.
    Dudley, A. C.
    Paruchuri, S.
    Keshamouni, V.
    Klagsbrun, M.
    Meszaros, J. G.
    Chilian, W. M.
    Ingber, D. E.
    Thodeti, C. K.
    [J]. ONCOGENE, 2016, 35 (03) : 314 - 322
  • [2] Brigatinib for ALK-positive metastatic non-small-cell lung cancer: design, development and place in therapy
    Ali, Robert
    Arshad, Junaid
    Palacio, Sofia
    Mudad, Raja
    [J]. DRUG DESIGN DEVELOPMENT AND THERAPY, 2019, 13 : 569 - 580
  • [3] The use of cellular thermal shift assay (CETSA) to study Crizotinib resistance in ALK-expressing human cancers
    Alshareef, Abdulraheem
    Zhang, Hai-Feng
    Huang, Yung-Hsing
    Wu, Chengsheng
    Zhang, Jing Dong
    Wang, Peng
    El-Sehemy, Ahmed
    Fares, Mohamed
    Lai, Raymond
    [J]. SCIENTIFIC REPORTS, 2016, 6
  • [4] Targeting Mitochondrial Ion Channels to Fight Cancer
    Bachmann, Magdalena
    Costa, Roberto
    Peruzzo, Roberta
    Prosdocimi, Elena
    Checchetto, Vanessa
    Leanza, Luigi
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (07)
  • [5] Resistance to paclitaxel is associated with a variant of the gene BCL2 in multiple tumor types
    Ben-Hamo, Rotem
    Zilberberg, Alona
    Cohen, Helit
    Bahar-Shany, Keren
    Wachtel, Chaim
    Korach, Jacob
    Aviel-Ronen, Sarit
    Barshack, Iris
    Barash, Danny
    Levanon, Keren
    Efroni, Sol
    [J]. NPJ PRECISION ONCOLOGY, 2019, 3 (1)
  • [6] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [7] Orai3 is a predictive marker of metastasis and survival in resectable lung adenocarcinoma
    Benzerdjeb, Nazim
    Sevestre, Henri
    Ahidouch, Ahmed
    Ouadid-Ahidouch, Halima
    [J]. ONCOTARGET, 2016, 7 (49) : 81588 - 81597
  • [8] A comparison of normalization methods for high density oligonucleotide array data based on variance and bias
    Bolstad, BM
    Irizarry, RA
    Åstrand, M
    Speed, TP
    [J]. BIOINFORMATICS, 2003, 19 (02) : 185 - 193
  • [9] Ion channels and apoptosis in cancer
    Bortner, Carl D.
    Cidlowski, John A.
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2014, 369 (1638)
  • [10] Dacomitinib, a new therapy for the treatment of non-small cell lung cancer
    Brzezniak, Christina
    Carter, Corey A.
    Giaccone, Giuseppe
    [J]. EXPERT OPINION ON PHARMACOTHERAPY, 2013, 14 (02) : 247 - 253