Identification of KIF4A and its effect on the progression of lung adenocarcinoma based on the bioinformatics analysis.

作者: Yexun Song , Wenfang Tang , Hui Li

DOI: 10.1042/BSR20203973

关键词: Real-time polymerase chain reactionSurvival analysisGeneCENPFBiomarker (medicine)Computational biologyLung cancerAdenocarcinomaBiologyKIF4A

摘要: Background: Lung adenocarcinoma (LUAD) is the most frequent histological type of lung cancer, and its incidence has displayed an upward trend in recent years. Nevertheless, little known regarding effective biomarkers for LUAD. Methods: The robust rank aggregation method was used to mine differentially expressed genes (DEGs) from gene expression omnibus (GEO) datasets. Search Tool Retrieval Interacting Genes (STRING) database extract hub protein–protein interaction (PPI) network. validated using profiles TCGA Oncomine databases verified by real-time quantitative PCR (qRT-PCR). module survival analyses were determined Cytoscape Kaplan–Meier curves. function KIF4A as a investigated LUAD cell lines. Results: PPI analysis identified seven DEGs including BIRC5, DLGAP5, CENPF, KIF4A, TOP2A, AURKA, CCNA2, which significantly upregulated datasets, qRT-PCR our clinical samples. We overall disease-free GEPIA. further found that expressions positively correlated with stage. In lines, proliferation migration inhibited apoptosis promoted knocking down expression. Conclusion: have new functional pathways involved LUAD. gene, progression might represent potential therapeutic target molecular cancer therapy.

参考文章(50)
GTEx Consortium, Kristin G Ardlie, David S Deluca, Ayellet V Segrè, Timothy J Sullivan, Taylor R Young, Ellen T Gelfand, Casandra A Trowbridge, Julian B Maller, Taru Tukiainen, Monkol Lek, Lucas D Ward, Pouya Kheradpour, Benjamin Iriarte, Yan Meng, Cameron D Palmer, Tõnu Esko, Wendy Winckler, Joel N Hirschhorn, Manolis Kellis, Daniel G MacArthur, Gad Getz, Andrey A Shabalin, Gen Li, Yi-Hui Zhou, Andrew B Nobel, Ivan Rusyn, Fred A Wright, Tuuli Lappalainen, Pedro G Ferreira, Halit Ongen, Manuel A Rivas, Alexis Battle, Sara Mostafavi, Jean Monlong, Michael Sammeth, Marta Mele, Ferran Reverter, Jakob M Goldmann, Daphne Koller, Roderic Guigó, Mark I McCarthy, Emmanouil T Dermitzakis, Eric R Gamazon, Hae Kyung Im, Anuar Konkashbaev, Dan L Nicolae, Nancy J Cox, Timothée Flutre, Xiaoquan Wen, Matthew Stephens, Jonathan K Pritchard, Zhidong Tu, Bin Zhang, Tao Huang, Quan Long, Luan Lin, Jialiang Yang, Jun Zhu, Jun Liu, Amanda Brown, Bernadette Mestichelli, Denee Tidwell, Edmund Lo, Mike Salvatore, Saboor Shad, Jeffrey A Thomas, John T Lonsdale, Michael T Moser, Bryan M Gillard, Ellen Karasik, Kimberly Ramsey, Christopher Choi, Barbara A Foster, John Syron, Johnell Fleming, Harold Magazine, Rick Hasz, Gary D Walters, Jason P Bridge, Mark Miklos, Susan Sullivan, Laura K Barker, Heather M Traino, Maghboeba Mosavel, Laura A Siminoff, Dana R Valley, Daniel C Rohrer, Scott D Jewell, Philip A Branton, Leslie H Sobin, Mary Barcus, Liqun Qi, Jeffrey McLean, Pushpa Hariharan, Ki Sung Um, Shenpei Wu, David Tabor, Charles Shive, Anna M Smith, Stephen A Buia, Anita H Undale, Karna L Robinson, Nancy Roche, Kimberly M Valentino, Angela Britton, Robin Burges, Debra Bradbury, Kenneth W Hambright, John Seleski, Greg E Korzeniewski, Kenyon Erickson, Yvonne Marcus, Jorge Tejada, Mehran Taherian, Chunrong Lu, Margaret Basile, Deborah C Mash, Simona Volpi, Jeffery P Struewing, Gary F Temple, Joy Boyer, Deborah Colantuoni, Roger Little, Susan Koester, Latarsha J Carithers, Helen M Moore, Ping Guan, Carolyn Compton, Sherilyn J Sawyer, Joanne P Demchok, Jimmie B Vaught, Chana A Rabiner, Nicole C Lockhart, Kristin G Ardlie, Gad Getz, Fred A Wright, Manolis Kellis, Simona Volpi, Emmanouil T Dermitzakis, None, The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans Science. ,vol. 348, pp. 648- 660 ,(2015) , 10.1126/SCIENCE.1262110
Lasse Vinner, Tobias Mourier, Jens Friis-Nielsen, Robert Gniadecki, Karen Dybkaer, Jacob Rosenberg, Jill Levin Langhoff, David Flores Santa Cruz, Jannik Fonager, Jose M. G. Izarzugaza, Ramneek Gupta, Thomas Sicheritz-Ponten, Søren Brunak, Eske Willerslev, Lars Peter Nielsen, Anders Johannes Hansen, Investigation of Human Cancers for Retrovirus by Low-Stringency Target Enrichment and High-Throughput Sequencing. Scientific Reports. ,vol. 5, pp. 13201- 13201 ,(2015) , 10.1038/SREP13201
Thibaud P Coroller, Patrick Grossmann, Ying Hou, Emmanuel Rios Velazquez, Ralph TH Leijenaar, Gretchen Hermann, Philippe Lambin, Benjamin Haibe-Kains, Raymond H Mak, Hugo JWL Aerts, CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma Radiotherapy and Oncology. ,vol. 114, pp. 345- 350 ,(2015) , 10.1016/J.RADONC.2015.02.015
Nizar N Batada, Laurence D Hurst, Mike Tyers, Evolutionary and physiological importance of hub proteins. PLOS Computational Biology. ,vol. 2, ,(2005) , 10.1371/JOURNAL.PCBI.0020088
John Lonsdale, Jeffrey Thomas, Mike Salvatore, Rebecca Phillips, Edmund Lo, Saboor Shad, Richard Hasz, Gary Walters, Fernando Garcia, Nancy Young, Barbara Foster, Mike Moser, Ellen Karasik, Bryan Gillard, Kimberley Ramsey, Susan Sullivan, Jason Bridge, Harold Magazine, John Syron, Johnelle Fleming, Laura Siminoff, Heather Traino, Maghboeba Mosavel, Laura Barker, Scott Jewell, Dan Rohrer, Dan Maxim, Dana Filkins, Philip Harbach, Eddie Cortadillo, Bree Berghuis, Lisa Turner, Eric Hudson, Kristin Feenstra, Leslie Sobin, James Robb, Phillip Branton, Greg Korzeniewski, Charles Shive, David Tabor, Liqun Qi, Kevin Groch, Sreenath Nampally, Steve Buia, Angela Zimmerman, Anna Smith, Robin Burges, Karna Robinson, Kim Valentino, Deborah Bradbury, Mark Cosentino, Norma Diaz-Mayoral, Mary Kennedy, Theresa Engel, Penelope Williams, Kenyon Erickson, Kristin Ardlie, Wendy Winckler, Gad Getz, David DeLuca, Daniel MacArthur, Manolis Kellis, Alexander Thomson, Taylor Young, Ellen Gelfand, Molly Donovan, Yan Meng, George Grant, Deborah Mash, Yvonne Marcus, Margaret Basile, Jun Liu, Jun Zhu, Zhidong Tu, Nancy J Cox, Dan L Nicolae, Eric R Gamazon, Hae Kyung Im, Anuar Konkashbaev, Jonathan Pritchard, Matthew Stevens, Timothèe Flutre, Xiaoquan Wen, Emmanouil T Dermitzakis, Tuuli Lappalainen, Roderic Guigo, Jean Monlong, Michael Sammeth, Daphne Koller, Alexis Battle, Sara Mostafavi, Mark McCarthy, Manual Rivas, Julian Maller, Ivan Rusyn, Andrew Nobel, Fred Wright, Andrey Shabalin, Mike Feolo, Nataliya Sharopova, Anne Sturcke, Justin Paschal, James M Anderson, Elizabeth L Wilder, Leslie K Derr, Eric D Green, Jeffery P Struewing, Gary Temple, Simona Volpi, Joy T Boyer, Elizabeth J Thomson, Mark S Guyer, Cathy Ng, Assya Abdallah, Deborah Colantuoni, Thomas R Insel, Susan E Koester, A Roger Little, Patrick K Bender, Thomas Lehner, Yin Yao, Carolyn C Compton, Jimmie B Vaught, Sherilyn Sawyer, Nicole C Lockhart, Joanne Demchok, Helen F Moore, The Genotype-Tissue Expression (GTEx) project Nature Genetics. ,vol. 45, pp. 580- 585 ,(2013) , 10.1038/NG.2653
Martin Oti, Berend Snel, Martijn A Huynen, Han G Brunner, Predicting disease genes using protein–protein interactions Journal of Medical Genetics. ,vol. 43, pp. 691- 698 ,(2006) , 10.1136/JMG.2006.041376
Matthew G Oser, Matthew J Niederst, Lecia V Sequist, Jeffrey A Engelman, Transformation from non-small-cell lung cancer to small-cell lung cancer: molecular drivers and cells of origin Lancet Oncology. ,vol. 16, pp. 165- ,(2015) , 10.1016/S1470-2045(14)71180-5
Shaul Karni, Hermona Soreq, Roded Sharan, A network-based method for predicting disease-causing genes. Journal of Computational Biology. ,vol. 16, pp. 181- 189 ,(2009) , 10.1089/CMB.2008.05TT
K.-I. Goh, M. E. Cusick, D. Valle, B. Childs, M. Vidal, A.-L. Barabasi, The human disease network Proceedings of the National Academy of Sciences of the United States of America. ,vol. 104, pp. 8685- 8690 ,(2007) , 10.1073/PNAS.0701361104