Analysis of key genes and signaling pathways involved in Helicobacter pylori-associated gastric cancer based on The Cancer Genome Atlas database and RNA sequencing data

被引:34
作者
Hu, Yi [1 ]
He, Cong [1 ]
Liu, Jian-Ping [2 ]
Li, Nian-Shuang [1 ]
Peng, Chao [1 ]
Yang-Ou, Yao-Bin [1 ]
Yang, Xiao-Yu [1 ]
Lu, Nong-Hua [1 ]
Zhu, Yin [1 ]
机构
[1] Nanchang Univ, Affiliated Hosp 1, Dept Gastroenterol, Nanchang, Jiangxi, Peoples R China
[2] Karolinska Inst, Integrated Cardio Metab Ctr, Huddinge, Sweden
基金
中国国家自然科学基金;
关键词
bioinformatics analysis; gastric cancer; Helicobacter pylori; RNA sequencing; TCGA; COMPREHENSIVE MOLECULAR CHARACTERIZATION; DOUBLE-STRAND BREAKS; P53; EXPRESSION; WNT/BETA-CATENIN; DNA-DAMAGE; INFECTION; PROMOTES; MUTATION; SUBUNIT; CCDC151;
D O I
10.1111/hel.12530
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BackgroundHelicobacter pylori (H. pylori) infection is associated with the development of gastric cancer, although the mechanism is unclear. Herein, this study aimed to clarify the key genes and signaling pathways involved in H. pylori pathogenesis based on The Cancer Genome Atlas (TCGA) database and RNA sequencing analysis. Materials and MethodsForty-nine gastric cancer samples (16 with H. pylori and 33 without H. pylori) and 35 cancer-adjacent normal samples from TCGA database were analyzed by bioinformatics. The differentially expressed genes between H. pylori-positive and H. pylori-negative patients were verified in 18 gastric cancer (GC) samples (9 with H. pylori and 9 without H. pylori), which were analyzed using RNA sequencing. Survival analysis was carried out to explore associations between the differentially expressed genes and prognosis. Bioinformatics analysis was performed to determine the signaling pathways associated with H. pylori. ResultsThe baseline level of clinical features from TCGA database and RNA sequencing showed no differences between the H. pylori-positive and H. pylori-negative GC groups (P>0.05). TP53 was shown to be upregulated in the H. pylori-positive group in both TCGA database and RNA sequencing data, which also showed higher expression in the GC tissues than in adjacent normal tissues (P<0.05). CCDC151, CHRNB2, GMPR2, HDGFRP2, and VSTM2L were shown to be downregulated in the H. pylori-positive group by both TCGA database and RNA sequencing, which also showed lower expression in the GC tissues than in adjacent normal tissues (P<0.05). GC patients with low expression levels of HDGFRP2 had a poor prognosis (P<0.05). Thirty-three signaling pathways and 10 biological processes were found to be positively associated with H. pylori infection (P<0.05, FDR<0.05). ConclusionsThese results indicate that some genes (TP53, CCDC151, CHRNB2, GMPR2, HDGFRP2, VSTM2L) and previously unidentified signaling pathways (eg, the Hippo signaling pathway) might play an important role in H. pylori-associated GC.
引用
收藏
页数:10
相关论文
共 51 条
[21]   Helicobacter pylori Infection Introduces DNA Double-Strand Breaks in Host Cells [J].
Hanada, Katsuhiro ;
Uchida, Tomohisa ;
Tsukamoto, Yoshiyuki ;
Watada, Masahide ;
Yamaguchi, Nahomi ;
Yamamoto, Kaoru ;
Shiota, Seiji ;
Moriyama, Masatsugu ;
Graham, David Y. ;
Yamaoka, Yoshio .
INFECTION AND IMMUNITY, 2014, 82 (10) :4182-4189
[22]   At the Bench: Helicobacter pylori, dysregulated host responses, DNA damage, and gastric cancer [J].
Hardbower, Dana M. ;
Peek, Richard M., Jr. ;
Wilson, Keith T. .
JOURNAL OF LEUKOCYTE BIOLOGY, 2014, 96 (02) :201-212
[23]   Helicobacter pylori CagA and Gastric Cancer: A Paradigm for Hit-and-Run Carcinogenesis [J].
Hatakeyama, Masanori .
CELL HOST & MICROBE, 2014, 15 (03) :306-316
[24]   CCDC151 Mutations Cause Primary Ciliary Dyskinesia by Disruption of the Outer Dynein Arm Docking Complex Formation [J].
Hjeij, Rim ;
Onoufriadis, Alexandros ;
Watson, Christopher M. ;
Slagle, Christopher E. ;
Klena, Nikolai T. ;
Dougherty, Gerard W. ;
Kurkowiak, Malgorzata ;
Loges, Niki T. ;
Diggle, Christine P. ;
Morante, Nicholas F. C. ;
Gabrie, George C. ;
Lemke, Kristi L. ;
Li, You ;
Pennekamp, Petra ;
Menchen, Tabea ;
Konert, Franziska ;
Marthin, June Kehlet ;
Mans, Dorus A. ;
Letteboer, Stef J. F. ;
Werner, Claudius ;
Burgoyne, Thomas ;
Westermann, Cordula ;
Rutman, Andrew ;
Carr, Ian M. ;
O'Callaghan, Christopher ;
Moya, Eduardo ;
Chung, Eddie M. K. ;
Sheridan, Eamonn ;
Nielsen, Kim G. ;
Roepman, Ronald ;
Bartscherer, Kerstin ;
Burdine, Rebecca D. ;
Lo, Cecilia W. ;
Omran, Heymut ;
Mitchison, Hannah M. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2014, 95 (03) :257-274
[25]   Human nocturnal frontal lobe epilepsy:: Pharmocogenomic profiles of pathogenic nicotinic acetylcholine receptor β-subunit mutations outside the ion channel pore [J].
Hoda, Jean-Charles ;
Gu, Wenli ;
Friedli, Marc ;
Phillips, Hilary A. ;
Bertrand, Sonia ;
Antonarakis, Stylianos E. ;
Goudie, David ;
Roberts, Richard ;
Scheffer, Ingrid E. ;
Marini, Carla ;
Patel, Jayesh ;
Berkovic, Samuel F. ;
Mulley, John C. ;
Steinlein, Ortrud K. ;
Bertrand, Daniel .
MOLECULAR PHARMACOLOGY, 2008, 74 (02) :379-391
[26]   Global Prevalence of Helicobacter pylori Infection: Systematic Review and Meta-Analysis [J].
Hooi, James K. Y. ;
Lai, Wan Ying ;
Ng, Wee Khoon ;
Suen, Michael M. Y. ;
Underwood, Fox E. ;
Tanyingoh, Divine ;
Malfertheiner, Peter ;
Graham, David Y. ;
Wong, Vincent W. S. ;
Wu, Justin C. Y. ;
Chan, Francis K. L. ;
Sung, Joseph J. Y. ;
Kaplan, Gilaad G. ;
Ng, Siew C. .
GASTROENTEROLOGY, 2017, 153 (02) :420-429
[27]   The coiled-coil domain containing protein CCDC151 is required for the function of IFT-dependent motile cilia in animals [J].
Jerber, Julie ;
Baas, Dominique ;
Soulavie, Fabien ;
Chhin, Brigitte ;
Cortier, Elisabeth ;
Vesque, Christine ;
Thomas, Joelle ;
Durand, Benedicte .
HUMAN MOLECULAR GENETICS, 2014, 23 (03) :563-577
[28]   Remodeling the host environment: modulation of the gastric epithelium by the Helicobacter pylori vacuolating toxin (VacA) [J].
Kim, Ik-Jung ;
Blanke, Steven R. .
FRONTIERS IN CELLULAR AND INFECTION MICROBIOLOGY, 2012, 2 :37
[29]  
Li JH, 2005, WORLD J GASTROENTERO, V11, P4363
[30]   Crystal structure of human guanosine monophosphate reductase 2 (GMPR2) in complex with GMP [J].
Li, JX ;
Wei, ZY ;
Zheng, M ;
Gu, X ;
Deng, YF ;
Qiu, R ;
Chen, F ;
Ji, CN ;
Gong, WM ;
Xie, Y ;
Mao, YM .
JOURNAL OF MOLECULAR BIOLOGY, 2006, 355 (05) :980-988