Identification and validation of a novel stress granules-related prognostic model in colorectal cancer

被引:1
作者
Liu, Zhihao [1 ]
Zhao, Enen [1 ]
Li, Huali [1 ]
Lin, Dagui [1 ]
Huang, Chengmei [1 ]
Zhou, Yi [1 ]
Zhang, Yaxin [1 ]
Pan, Xingyan [1 ]
Liao, Wenting [1 ]
Li, Fengtian [1 ]
机构
[1] Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Dept Expt Res,Canc Ctr, Guangzhou, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
stress granules; gene signature; colorectal cancer; prognostic model; chemotherapy resistance; COLON-CANCER; METASTASIS; SIGNATURE;
D O I
10.3389/fgene.2023.1105368
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Aims: A growing body of evidence demonstrates that Stress granules (SGs), a nonmembrane cytoplasmic compartments, are important to colorectal development and chemoresistance. However, the clinical and pathological significance of SGs in colorectal cancer (CRC) patients is unclear. The aim of this study is to propose a newprognosticmodel related to SGs forCRC on the basis of transcriptional expression. Main methods: Differentially expressed SGs-related genes (DESGGs) were identified in CRC patients from TCGA dataset by limma R package. The univariate and Multivariate Cox regressionmodelwas used to construct a SGs-related prognostic prediction gene signature (SGPPGS). The CIBERSORT algorithm was used to assess cellular immune components between the two different risk groups. ThemRNA expression levels of the predictive signature from 3 partial response (PR) and 6 stable disease (SD) or progress disease (PD) after neoadjuvant therapy CRC patients' specimen were examined. Key findings: By screening and identification, SGPPGS comprised of four genes (CPT2, NRG1, GAP43, andCDKN2A) fromDESGGs is established. Furthermore, we find that the risk score of SGPPGSis an independent prognostic factor to overall survival. Notably, the abundance of immune response inhibitory components in tumor tissues is upregulated in the group with a high-risk score of SGPPGS. Importantly, the risk score of SGPPGS is associated with the chemotherapy response in metastatic colorectal cancer. Significance: This study reveals the association between SGs related genes and CRC prognosis and provides a novel SGs related gene signature for CRC prognosis prediction.
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页数:14
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共 52 条
[1]   Diagnosis and Treatment of Metastatic Colorectal Cancer: A Review [J].
Biller, Leah H. ;
Schrag, Deborah .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2021, 325 (07) :669-685
[2]   Pan-cancer Immunogenomic Analyses Reveal Genotype-Immunophenotype Relationships and Predictors of Response to Checkpoint Blockade [J].
Charoentong, Pornpimol ;
Finotello, Francesca ;
Angelova, Mihaela ;
Mayer, Clemens ;
Efremova, Mirjana ;
Rieder, Dietmar ;
Hackl, Hubert ;
Trajanoski, Zlatko .
CELL REPORTS, 2017, 18 (01) :248-262
[3]   A five-gene signature and clinical outcome in non-small-cell lung cancer [J].
Chen, Hsuan-Yu ;
Yu, Sung-Liang ;
Chen, Chun-Houh ;
Chang, Gee-Chen ;
Chen, Chih-Yi ;
Yuan, Ang ;
Cheng, Chiou-Ling ;
Wang, Chien-Hsun ;
Terng, Harn-Jing ;
Kao, Shu-Fang ;
Chan, Wing-Kai ;
Li, Han-Ni ;
Liu, Chun-Chi ;
Singh, Sher ;
Chen, Wei J. ;
Chen, Jeremy J. W. ;
Yang, Pan-Chyr .
NEW ENGLAND JOURNAL OF MEDICINE, 2007, 356 (01) :11-20
[4]   Transcriptome profiling unveils GAP43 regulates ABC transporters and EIF2 signaling in colorectal cancer cells [J].
Chen, Xi ;
Wu, Hongjin ;
Feng, Jia ;
Li, Ying ;
Lv, Jiao ;
Shi, Weikai ;
Fan, Weiwei ;
Xiao, Li ;
Sun, Danmeng ;
Jiang, Mingfeng ;
Shi, Ming .
BMC CANCER, 2021, 21 (01)
[5]   Heregulin-β1 promotes metastasis of breast cancer cell line SKBR3 through upregulation of Snail and induction of epithelial-mesenchymal transition [J].
Cheng, LianSheng ;
Zha, Zhao ;
Lang, Bo ;
Liu, Jing ;
Yao, XueBiao .
CANCER LETTERS, 2009, 280 (01) :50-60
[6]   Musashi-1 promotes a cancer stem cell lineage and chemoresistance in colorectal cancer cells [J].
Chiou, Guang-Yuh ;
Yang, Tzu-Wei ;
Huang, Chi-Chou ;
Tang, Chia-Ying ;
Yen, Jung-Yi ;
Tsai, Ming-Chang ;
Chen, Hsuan-Yi ;
Fadhilah, Nurul ;
Lin, Chun-Che ;
Jong, Yuh-Jyh .
SCIENTIFIC REPORTS, 2017, 7
[7]   Comparison of Microbiota in Patients Treated by Surgery or Chemotherapy by 16S rRNA Sequencing Reveals Potential Biomarkers for Colorectal Cancer Therapy [J].
Deng, Xingming ;
Li, Zhuofei ;
Li, Guan ;
Li, Bei ;
Jin, Xinhan ;
Lyu, Guoqing .
FRONTIERS IN MICROBIOLOGY, 2018, 9
[8]   Translational control of aberrant stress responses as a hallmark of cancer [J].
El-Naggar, Amal M. ;
Sorensen, Poul H. .
JOURNAL OF PATHOLOGY, 2018, 244 (05) :650-666
[9]  
Fayazfar Setareh, 2019, Gastroenterol Hepatol Bed Bench, V12, P328
[10]   Neuregulin-1-Human Epidermal Receptor-2 Signaling Is a Central Regulator of Pulmonary Epithelial Permeability and Acute Lung Injury [J].
Finigan, James H. ;
Faress, Jihane A. ;
Wilkinson, Emily ;
Mishra, Rangnath S. ;
Nethery, David E. ;
Wyler, David ;
Shatat, Mohammad ;
Ware, Lorraine B. ;
Matthay, Michael A. ;
Mason, Robert ;
Silver, Richard F. ;
Kern, Jeffrey A. .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2011, 286 (12) :10660-10670