Prediction of novel target genes and pathways involved in irinotecan-resistant colorectal cancer

被引:32
作者
Makondi, Precious Takondwa [1 ,2 ]
Chu, Chi-Ming [3 ]
Wei, Po-Li [4 ,5 ,6 ,7 ,8 ]
Chang, Yu-Jia [2 ,6 ]
机构
[1] Taipei Med Univ, Coll Med, Int PhD Program Med, Taipei, Taiwan
[2] Taipei Med Univ, Grad Inst Clin Med, Coll Med, Taipei, Taiwan
[3] Natl Def Med Ctr, Sch Publ Hlth, Taipei, Taiwan
[4] Taipei Med Univ, Dept Surg, Coll Med, Taipei, Taiwan
[5] Taipei Med Univ, Taipei Med Univ Hosp, Div Colorectal Surg, Dept Surg, Taipei, Taiwan
[6] Taipei Med Univ Hosp, Canc Res Ctr, Taipei, Taiwan
[7] Taipei Med Univ, Taipei Med Univ Hosp, Dept Med Res, Translat Lab, Taipei, Taiwan
[8] Taipei Med Univ, Grad Inst Canc Biol & Drug Discovery, Taipei, Taiwan
来源
PLOS ONE | 2017年 / 12卷 / 07期
关键词
DIFFERENTIAL EXPRESSION; THYMIDYLATE-SYNTHASE; ADJUVANT TREATMENT; LIVER METASTASES; BINDING PEPTIDE; MOLECULAR-BASIS; TUMOR-CELLS; CHEMOTHERAPY; BIOMARKERS; THERAPY;
D O I
10.1371/journal.pone.0180616
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background Acquired drug resistance to the chemotherapeutic drug irinotecan (the active metabolite of which is SN-38) is one of the significant obstacles in the treatment of advanced colorectal cancer (CRC). The molecular mechanism or targets mediating irinotecan resistance are still unclear. It is urgent to find the irinotecan response biomarkers to improve CRC patients' therapy. Methods Genetic Omnibus Database GSE42387 which contained the gene expression profiles of parental and irinotecan-resistant HCT-116 cell lines was used. Differentially expressed genes (DEGs) between parental and irinotecan-resistant cells, protein-protein interactions (PPIs), gene ontologies (GOs) and pathway analysis were performed to identify the overall biological changes. The most common DEGs in the PPIs, GOs and pathways were identified and were validated clinically by their ability to predict overall survival and disease free survival. The gene-gene expression correlation and gene-resistance correlation was also evaluated in CRC patients using The Cancer Genomic Atlas data (TCGA). Results The 135 DEGs were identified of which 36 were upregulated and 99 were down regulated. After mapping the PPI networks, the GOs and the pathways, nine genes (GNAS, PRKACB, MECOM, PLA2G4C, BMP6, BDNF, DLG4, FGF2 and FGF9) were found to be commonly enriched. Signal transduction was the most significant GO and MAPK pathway was the most significant pathway. The five genes (FGF2, FGF9, PRKACB, MECOM and PLA2G4C) in the MAPK pathway were all contained in the signal transduction and the levels of those genes were upregulated. The FGF2, FGF9 and MECOM expression were highly associated with CRC patients' survival rate but not PRKACB and PLA2G4C. In addition, FGF9 was also associated with irinotecan resistance and poor disease free survival. FGF2, FGF9 and PRKACB were positively correlated with each other while MECOM correlated positively with FGF9 and PLA2G4C, and correlated negatively with FGF2 and PRKACB after doing gene-gene expression correlation. Conclusion Targeting the MAPK signal transduction pathway through the targeting of the FGF2, FGF9, MECOM, PLA2G4C and PRKACB might increase tumor responsiveness to irinotecan treatment.
引用
收藏
页数:18
相关论文
共 61 条
  • [31] BASIC PRINCIPLES OF ROC ANALYSIS
    METZ, CE
    [J]. SEMINARS IN NUCLEAR MEDICINE, 1978, 8 (04) : 283 - 298
  • [32] Deletion of phospholipase A2 group IVc induces apoptosis in rat mammary tumour cells by the nuclear factor-κB/lipocalin 2 pathway
    Nanashima, Naoki
    Yamada, Toshiyuki
    Shimizu, Takeshi
    Tsuchida, Shigeki
    [J]. BIOCHEMICAL JOURNAL, 2015, 469 : 315 - 324
  • [33] CpG immunomer DNA enhances antisense protein kinase a RIα inhibition of multidrug-resistant colon carcinoma growth in nude mice:: Molecular basis for combinatorial therapy
    Nesterova, MV
    Johnson, NR
    Stewart, T
    Abrams, S
    Cho-Chung, YS
    [J]. CLINICAL CANCER RESEARCH, 2005, 11 (16) : 5950 - 5955
  • [34] Combination of surgery and chemotherapy and the role of targeted agents in the treatment of patients with colorectal liver metastases: recommendations from an expert panel
    Nordlinger, B.
    Van Cutsem, E.
    Gruenberger, T.
    Glimelius, B.
    Poston, G.
    Rougier, P.
    Sobrero, A.
    Ychou, M.
    [J]. ANNALS OF ONCOLOGY, 2009, 20 (06) : 985 - 992
  • [35] Prognostic significance of PLA2G4C gene polymorphism in patients with stage II colorectal cancer
    Olsen, Renate S.
    Andersson, Roland E.
    Zar, Niklas
    Lofgren, Sture
    Wagsater, Dick
    Matussek, Andreas
    Dimberg, Jan
    [J]. ACTA ONCOLOGICA, 2016, 55 (04) : 474 - 479
  • [36] MAPK14/p38α confers irinotecan resistance to TP53-defective cells by inducing survival autophagy
    Paillas, Salome
    Causse, Annick
    Marzi, Laetitia
    De Medina, Philippe
    Poirot, Marc
    Denis, Vincent
    Vezzio-Vie, Nadia
    Espert, Lucile
    Arzouk, Hayat
    Coquelle, Arnaud
    Martineau, Pierre
    Del Rio, Maguy
    Pattingre, Sophie
    Gongora, Celine
    [J]. AUTOPHAGY, 2012, 8 (07) : 1098 - 1112
  • [37] Targeting the p38 MAPK Pathway Inhibits Irinotecan Resistance in Colon Adenocarcinoma
    Paillas, Salome
    Boissiere, Florence
    Bibeau, Frederic
    Denouel, Amelie
    Mollevi, Caroline
    Causse, Annick
    Denis, Vincent
    Vezzio-Vie, Nadia
    Marzi, Laetitia
    Cortijo, Cedric
    Ait-Arsa, Imade
    Askari, Nadav
    Pourquier, Philippe
    Martineau, Pierre
    Del Rio, Maguy
    Gongora, Celine
    [J]. CANCER RESEARCH, 2011, 71 (03) : 1041 - 1049
  • [38] FGF-2 protects small cell lung cancer cells from apoptosis through a complex involving PKCε, B-Raf and S6K2
    Pardo, Olivier E.
    Wellbrock, Claudia
    Khanzada, Umme K.
    Aubert, Muriel
    Arozarena, Imanol
    Davidson, Sally
    Bowen, Frances
    Parker, Peter J.
    Filonenko, V. V.
    Gout, Ivan T.
    Sebire, Neil
    Marais, Richard
    Downward, Julian
    Seckl, Michael J.
    [J]. EMBO JOURNAL, 2006, 25 (13) : 3078 - 3088
  • [39] Wnt5a as a Predictor in Poor Clinical Outcome of Patients and a Mediator in Chemoresistance of Ovarian Cancer
    Peng, Chunjie
    Zhang, Xiaolei
    Yu, Hongli
    Wu, Donglai
    Zheng, Jianhua
    [J]. INTERNATIONAL JOURNAL OF GYNECOLOGICAL CANCER, 2011, 21 (02) : 280 - 288
  • [40] Perea J, 2011, REV ESP ENFERM DIG, V103, P29, DOI 10.4321/s1130-01082011000100006