CHEK1: a hub gene related to poor prognosis for lung adenocarcinoma

被引:10
作者
Tan, Zhibo [1 ,2 ]
Chen, Min [1 ,2 ]
Wang, Ying [3 ,4 ]
Peng, Feng [1 ,2 ]
Zhu, Xiaopeng [1 ,2 ]
Li, Xin [1 ,2 ]
Zhang, Lei [1 ,2 ]
Li, Ying [1 ,2 ]
Liu, Yajie [1 ,2 ]
机构
[1] Peking Univ, Dept Radiat Oncol, Shenzhen Hosp, 1120 Lianhua Rd, Shenzhen 518036, Guangdong, Peoples R China
[2] Peking Univ, Hong Kong Univ Sci & Technol, Shenzhen Peking Univ,Canc Inst,Med Ctr, Shenzhen Hosp,Shenzhen Key Lab Gastrointestinal C, Shenzhen 518036, Guangdong, Peoples R China
[3] Chinese Acad Med Sci & Peking Union Med Coll, Natl Clin Res Ctr Canc, Natl Canc Ctr, Dept Med Oncol,Canc Hosp, 113 Baohe Ave, Shenzhen 518116, Guangdong, Peoples R China
[4] Chinese Acad Med Sci & Peking Union Med Coll, Shenzhen Hosp, 113 Baohe Ave, Shenzhen 518116, Guangdong, Peoples R China
关键词
bioinformatics; CHEK1; hub genes; lung adenocarcinoma; prognosis; CANCER; EXPRESSION; HETEROGENEITY; METASTASIS; LANDSCAPE; NETWORKS; SURVIVAL; THERAPY;
D O I
10.2217/bmm-2021-0919
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Aim: The study aims to pinpoint hub genes and investigate their functions in order to gain insightful understandings of lung adenocarcinoma (LUAD). Methods: Bioinformatic approaches were adopted to investigate genes in databases including Gene Expression Omnibus, WebGestalt, STRING and Cytoscape, GEPIA2, Oncomine, Human Protein Atlas, TIMER2.0, UALCAN, cBioPortal, TargetScanHuman, OncomiR, ENCORI, Kaplan-Meier plotter, UCSC Xena, European Molecular Biology Laboratory - European Bioinformatics Institute Single Cell Expression Atlas and CancerSEA. Results: Five hub genes were ascertained. CHEK1 was overexpressed in a range of cancers, including LUAD. Promoter methylation, amplification and miRNA regulation might trigger CHEK1 upregulation, signaling poor prognosis. CHEK1 with its coexpressed genes were enriched in the cell cycle pathway. Intratumor heterogeneity of CHEK1 expression could be observed. Cell clusters with CHEK1 expression were more prone to metastasis and epithelial-to-mesenchymal transition. Conclusion: CHEK1 might potentially act as a prognostic biomarker for LUAD. Lay abstract Lung adenocarcinoma is the most common type of lung cancer. Many genes are thought to be linked to the development of cancers. We looked at key genes in lung adenocarcinoma by analyzing public databases. Five key genes, including CHEK1, were found. The amount of CHEK1 was higher in lung adenocarcinoma than in normal lung cells. The presence of a large amount of CHEK1 was linked to poor survival in people with lung adenocarcinoma. Also, CHEK1 was mainly expressed in some specific tumor cell clusters rather than in all tumor cell clusters. The clusters with CHEK1 expression were more cancerous compared with other clusters. Overall, CHEK1 might be a potential marker to predict survival in people with lung adenocarcinoma.
引用
收藏
页码:83 / 100
页数:18
相关论文
共 81 条
[1]   NCBI GEO: archive for functional genomics data sets-update [J].
Barrett, Tanya ;
Wilhite, Stephen E. ;
Ledoux, Pierre ;
Evangelista, Carlos ;
Kim, Irene F. ;
Tomashevsky, Maxim ;
Marshall, Kimberly A. ;
Phillippy, Katherine H. ;
Sherman, Patti M. ;
Holko, Michelle ;
Yefanov, Andrey ;
Lee, Hyeseung ;
Zhang, Naigong ;
Robertson, Cynthia L. ;
Serova, Nadezhda ;
Davis, Sean ;
Soboleva, Alexandra .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D991-D995
[2]   A clonal expression biomarker associates with lung cancer mortality [J].
Biswas, Dhruva ;
Birkbak, Nicolai J. ;
Rosenthal, Rachel ;
Hiley, Crispin T. ;
Lim, Emilia L. ;
Papp, Krisztian ;
Boeing, Stefan ;
Krzystanek, Marcin ;
Djureinovic, Dijana ;
La Fleur, Linnea ;
Greco, Maria ;
Doeme, Balazs ;
Fillinger, Janos ;
Brunnstrom, Hans ;
Wu, Yin ;
Moore, David A. ;
Skrzypski, Marcin ;
Abbosh, Christopher ;
Litchfield, Kevin ;
Al Bakir, Maise ;
Watkins, Thomas B. K. ;
Veeriah, Selvaraju ;
Wilson, Gareth A. ;
Jamal-Hanjani, Mariam ;
Moldvay, Judit ;
Botling, Johan ;
Chinnaiyan, Arul M. ;
Micke, Patrick ;
Hackshaw, Allan ;
Bartek, Jiri ;
Csabai, Istvan ;
Szallasi, Zoltan ;
Herrero, Javier ;
McGranahan, Nicholas ;
Swanton, Charles .
NATURE MEDICINE, 2019, 25 (10) :1540-+
[3]   EMT in cancer [J].
Brabletz, Thomas ;
Kalluri, Raghu ;
Angela Nieto, M. ;
Weinberg, Robert A. .
NATURE REVIEWS CANCER, 2018, 18 (02) :128-+
[4]   The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data [J].
Cerami, Ethan ;
Gao, Jianjiong ;
Dogrusoz, Ugur ;
Gross, Benjamin E. ;
Sumer, Selcuk Onur ;
Aksoy, Buelent Arman ;
Jacobsen, Anders ;
Byrne, Caitlin J. ;
Heuer, Michael L. ;
Larsson, Erik ;
Antipin, Yevgeniy ;
Reva, Boris ;
Goldberg, Arthur P. ;
Sander, Chris ;
Schultz, Nikolaus .
CANCER DISCOVERY, 2012, 2 (05) :401-404
[5]   UALCAN: A Portal for Facilitating Tumor Subgroup Gene Expression and Survival Analyses [J].
Chandrashekar, Darshan S. ;
Bashel, Bhuwan ;
Balasubramanya, Sai Akshaya Hodigere ;
Creighton, Chad J. ;
Ponce-Rodriguez, Israel ;
Chakravarthi, Balabhadrapatruni V. S. K. ;
Varambally, Sooryanarayana .
NEOPLASIA, 2017, 19 (08) :649-658
[6]   Genomic landscape of lung adenocarcinoma in East Asians [J].
Chen, Jianbin ;
Yang, Hechuan ;
Teo, Audrey Su Min ;
Amer, Lidyana Bte ;
Sherbaf, Faranak Ghazi ;
Tan, Chu Quan ;
Alvarez, Jacob Josiah Santiago ;
Lu, Bingxin ;
Lim, Jia Qi ;
Takano, Angela ;
Nahar, Rahul ;
Lee, Yin Yeng ;
Phual, Cheryl Zi Jin ;
Chua, Khi Pin ;
Suteja, Lisda ;
Chen, Pauline Jieqi ;
Chang, Mei Mei ;
Koh, Tina Puay Theng ;
Ong, Boon-Hean ;
Anantham, Devanand ;
Hsu, Anne Ann Ling ;
Gogna, Apoorva ;
Too, Chow Wei ;
Aung, Zaw Win ;
Lee, Yi Fei ;
Wang, Lanying ;
Lim, Tony Kiat Hon ;
Wilm, Andreas ;
Choi, Poh Sum ;
Ng, Poh Yong ;
Toh, Chee Keong ;
Lim, Wan-Teck ;
Ma, Siming ;
Lim, Bing ;
Liu, Jin ;
Tam, Wai Leong ;
Skanderup, Anders Jacobsen ;
Yeong, Joe Poh Sheng ;
Tan, Eng-Huat ;
Creasy, Caretha L. ;
Tan, Daniel Shao Weng ;
Hillmer, Axel M. ;
Zhai, Weiwei .
NATURE GENETICS, 2020, 52 (02) :177-+
[7]   Large-scale analysis of DFNA5 methylation reveals its potential as biomarker for breast cancer [J].
Croes, Lieselot ;
Beyens, Matthias ;
Fransen, Erik ;
Ibrahim, Joe ;
Berghe, Wim Vanden ;
Suls, Arvid ;
Peeters, Marc ;
Pauwels, Patrick ;
Van Camp, Guy ;
de Beeck, Ken Op .
CLINICAL EPIGENETICS, 2018, 10
[8]   Genomic alterations in lung adenocarcinoma [J].
Devarakonda, Siddhartha ;
Morgensztern, Daniel ;
Govindan, Ramaswamy .
LANCET ONCOLOGY, 2015, 16 (07) :E342-E351
[9]   Global DNA methylation reflects spatial heterogeneity and molecular evolution of lung adenocarcinomas [J].
Dietz, Steffen ;
Lifshitz, Aviezer ;
Kazdal, Daniel ;
Harms, Alexander ;
Endris, Volker ;
Winter, Hauke ;
Stenzinger, Albrecht ;
Warth, Arne ;
Sill, Martin ;
Tanay, Amos ;
Sueltmann, Holger .
INTERNATIONAL JOURNAL OF CANCER, 2019, 144 (05) :1061-1072
[10]   Immunotherapy in Non-Small Cell Lung Cancer: Facts and Hopes [J].
Doroshow, Deborah B. ;
Sanmamed, Miguel F. ;
Hastings, Katherine ;
Politi, Katerina ;
Rimm, David L. ;
Chen, Lieping ;
Melero, Ignacio ;
Schalper, Kurt A. ;
Herbst, Roy S. .
CLINICAL CANCER RESEARCH, 2019, 25 (15) :4592-4602