A comprehensive transcriptomic landscape of cholangiocarcinoma based on bioinformatics analysis from large cohort of patients

被引:8
作者
Li, Hongguang [1 ,2 ]
Qu, Lingxin [3 ]
Zhang, Haibin [3 ]
Liu, Jun [1 ,2 ]
Zhang, Xiaolu [3 ]
机构
[1] Shandong Univ, Shandong Prov Hosp, Cheeloo Coll Med, Dept Hepatobiliary Surg, Jinan 250021, Shandong, Peoples R China
[2] Shandong First Med Univ, Dept Hepatobiliary Surg, Shandong Prov Hosp, Jinan 250021, Shandong, Peoples R China
[3] Shandong Univ, Cheeloo Coll Med, Sch Basic Med Sci, Dept Physiol & Pathophysiol, Jinan 250012, Shandong, Peoples R China
关键词
HEPATOCELLULAR-CARCINOMA; THERAPEUTIC TARGETS; SUBTYPES; CLASSIFICATION; GENOME; KINASE;
D O I
10.1038/s41598-021-93250-4
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
Cholangiocarcinoma (CCA) is a group of malignancies emerging in the biliary tree and is associated with a poor patient prognosis. Although the anatomical location is the only worldwide accepted classification basis, it still has bias. The current study integrates the whole-genome expression data from several big cohorts in the literature, to screen and provide a comprehensive bioinformatic analysis, in order to better classify molecular subtypes and explore an underlying cluster mechanism related to anatomy and geographical regions. Differentially expressed protein-coding genes (DEGs) were identified for CCA as well as subtypes. Biological function enrichment analysis-Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis-was applied and identified different DEGs enriched signaling pathways in CCA subtypes. A co-expression network was presented by Weighted gene co-expression network analysis package and modules related to specific phenotypes were identified. Combined with DEGs, hub genes in the given module were demonstrated through protein-protein interaction network analysis. Finally, DEGs which significantly related to patient overall survival and disease-free survival time were selected, including ARHGAP21, SCP2, UBIAD1, TJP2, RAP1A and HDAC9.
引用
收藏
页数:10
相关论文
共 41 条
[1]   Genomic and Genetic Characterization of Cholangiocarcinoma Identifies Therapeutic Targets for Tyrosine Kinase Inhibitors [J].
Andersen, Jesper B. ;
Spee, Bart ;
Blechacz, Boris R. ;
Avital, Itzhak ;
Komuta, Mina ;
Barbour, Andrew ;
Conner, Elizabeth A. ;
Gillen, Matthew C. ;
Roskams, Tania ;
Roberts, Lewis R. ;
Factor, Valentina M. ;
Thorgeirsson, Snorri S. .
GASTROENTEROLOGY, 2012, 142 (04) :1021-U552
[2]   Mechanism of spliceosome remodeling by the ATPase/helicase Prp2 and its coactivator Spp2 [J].
Bai, Rui ;
Wan, Ruixue ;
Yan, Chuangye ;
Jia, Qi ;
Lei, Jianlin ;
Shi, Yigong .
SCIENCE, 2021, 371 (6525) :141-+
[3]   Cholangiocarcinoma 2020: the next horizon in mechanisms and management [J].
Banales, Jesus M. ;
Marin, Jose J. G. ;
Lamarca, Angela ;
Rodrigues, Pedro M. ;
Khan, Shahid A. ;
Roberts, Lewis R. ;
Cardinale, Vincenzo ;
Carpino, Guido ;
Andersen, Jesper B. ;
Braconi, Chiara ;
Calvisi, Diego F. ;
Perugorria, Maria J. ;
Fabris, Luca ;
Boulter, Luke ;
Macias, Rocio I. R. ;
Gaudio, Eugenio ;
Alvaro, Domenico ;
Gradilone, Sergio A. ;
Strazzabosco, Mario ;
Marzioni, Marco ;
Coulouarn, Cedric ;
Fouassier, Laura ;
Raggi, Chiara ;
Invernizzi, Pietro ;
Mertens, Joachim C. ;
Moncsek, Anja ;
Rizvi, Sumera ;
Heimbach, Julie ;
Koerkamp, Bas Groot ;
Bruix, Jordi ;
Forner, Alejandro ;
Bridgewater, John ;
Valle, Juan W. ;
Gores, Gregory J. .
NATURE REVIEWS GASTROENTEROLOGY & HEPATOLOGY, 2020, 17 (09) :557-588
[4]   Calcium signaling and the therapeutic targeting of cancer cells [J].
Bong, Alice H. L. ;
Monteith, Gregory R. .
BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH, 2018, 1865 (11) :1786-1794
[5]   Common Molecular Subtypes Among Asian Hepatocellular Carcinoma and Cholangiocarcinoma [J].
Chaisaingmongkol, Jittiporn ;
Budhu, Anuradha ;
Dang, Hien ;
Rabibhadana, Siritida ;
Pupacdi, Benjarath ;
Kwon, So Mee ;
Forgues, Marshonna ;
Pomyen, Yotsawat ;
Bhudhisawasdi, Vajarabhongsa ;
Lertprasertsuke, Nirush ;
Chotirosniramit, Anon ;
Pairojkul, Chawalit ;
Auewarakul, Chirayu U. ;
Sricharunrat, Thaniya ;
Phornphutkul, Kannika ;
Sangrajrang, Suleeporn ;
Cam, Maggie ;
He, Ping ;
Hewitt, Stephen M. ;
Ylaya, Kris ;
Wu, Xiaolin ;
Andersen, Jesper B. ;
Thorgeirsson, Snorri S. ;
Waterfall, Joshua J. ;
Zhu, Yuelin J. ;
Walling, Jennifer ;
Stevenson, Holly S. ;
Edelman, Daniel ;
Meltzer, Paul S. ;
Loffredo, Christopher A. ;
Hama, Natsuko ;
Shibata, Tatsuhiro ;
Wiltrout, Robert H. ;
Harris, Curtis C. ;
Mahidol, Chulabhorn ;
Ruchirawat, Mathuros ;
Wang, Xin W. .
CANCER CELL, 2017, 32 (01) :57-+
[6]   Robust principal component analysis for accurate outlier sample detection in RNA-Seq data [J].
Chen, Xiaoying ;
Zhang, Bo ;
Wang, Ting ;
Bonni, Azad ;
Zhao, Guoyan .
BMC BIOINFORMATICS, 2020, 21 (01)
[7]   New Staging System and a Registry for Perihilar Cholangiocarcinoma [J].
DeOliveira, Michelle L. ;
Schulick, Richard D. ;
Nimura, Yuji ;
Rosen, Charles ;
Gores, Gregory ;
Neuhaus, Peter ;
Clavien, Pierre-Alain .
HEPATOLOGY, 2011, 53 (04) :1363-1371
[8]   SCP2-mediated cholesterol membrane trafficking promotes the growth of pituitary adenomas via Hedgehog signaling activation [J].
Ding, Xiao ;
Fan, Kexia ;
Hu, Jintao ;
Zang, Zhenle ;
Zhang, Shunli ;
Zhang, Yin ;
Lin, Zhichao ;
Pei, Xiangdong ;
Zheng, Xin ;
Zhu, Feng ;
Yang, Hui ;
Li, Song .
JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH, 2019, 38 (01) :404
[9]   Distinct Clinicopathologic and Genetic Features of 2 Histologic Subtypes of Intrahepatic Cholangiocarcinoma [J].
Hayashi, Akimasa ;
Misumi, Kento ;
Shibahara, Junji ;
Arita, Junichi ;
Sakamoto, Yoshihiro ;
Hasegawa, Kiyoshi ;
Kokudo, Norihiro ;
Fukayama, Masashi .
AMERICAN JOURNAL OF SURGICAL PATHOLOGY, 2016, 40 (08) :1021-1030
[10]   Enhanced ER-associated degradation of HMG CoA reductase causes embryonic lethality associated with Ubiad1 deficiency [J].
Jo, Youngah ;
Kim, Steven S. ;
Garland, Kristina ;
Fuentes, Iris ;
DiCarlo, Lisa M. ;
Ellis, Jessie L. ;
Fu, Xueyan ;
Booth, Sarah L. ;
Evers, Bret M. ;
DeBose-Boyd, Russell A. .
ELIFE, 2020, 9