Expression of BAG1 is associated with prognosis in kidney renal clear cell carcinoma based on bioinformatics
BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney renal clear cell carcinoma (KIRC) has remained largely unknown. We performed bioinformatic analysis of data from TCGA and GEO dataset. The role of BAG1...
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Published in | BMC cancer Vol. 21; no. 1; p. 160 |
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Abstract | BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney renal clear cell carcinoma (KIRC) has remained largely unknown.
We performed bioinformatic analysis of data from TCGA and GEO dataset. The role of BAG1 in KIRC was explored by Logistic and Cox regression model. The molecular mechanisms of BAG1 was revealed by GSEA.
The current study found that the KIRC tumor samples have a low level of BAG1 mRNA expression compared to the matched normal tissues based on TCGA data and GEO databases. Low expression of BAG1 in KIRC was significantly associated with Sex, clinical pathological stage, tumor-node-metastasis (TNM) stage, hemoglobin levels, cancer status and history of neoadjuvant treatment. Kaplan-Meier survival analysis indicated that KIRC patients with BAG1 high expression have a longer survival time than those with BAG1 low expression (p < 0.000). Cox regression analysis showed that BAG1 remained independently associated with overall survival, with a hazard ratio (HR) of 1.75(CI:1.05-2.90; p = 0.029). GSEA indicated that the signaling pathways including fatty acid metabolism and oxidative phosphorylation were differentially enriched in high BAG1 expression phenotype.
These findings suggested that BAG1 expression may act as a potential favorable prognostic marker and challenging therapeutic target. |
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AbstractList | BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney renal clear cell carcinoma (KIRC) has remained largely unknown.
We performed bioinformatic analysis of data from TCGA and GEO dataset. The role of BAG1 in KIRC was explored by Logistic and Cox regression model. The molecular mechanisms of BAG1 was revealed by GSEA.
The current study found that the KIRC tumor samples have a low level of BAG1 mRNA expression compared to the matched normal tissues based on TCGA data and GEO databases. Low expression of BAG1 in KIRC was significantly associated with Sex, clinical pathological stage, tumor-node-metastasis (TNM) stage, hemoglobin levels, cancer status and history of neoadjuvant treatment. Kaplan-Meier survival analysis indicated that KIRC patients with BAG1 high expression have a longer survival time than those with BAG1 low expression (p < 0.000). Cox regression analysis showed that BAG1 remained independently associated with overall survival, with a hazard ratio (HR) of 1.75(CI:1.05-2.90; p = 0.029). GSEA indicated that the signaling pathways including fatty acid metabolism and oxidative phosphorylation were differentially enriched in high BAG1 expression phenotype.
These findings suggested that BAG1 expression may act as a potential favorable prognostic marker and challenging therapeutic target. BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney renal clear cell carcinoma (KIRC) has remained largely unknown. We performed bioinformatic analysis of data from TCGA and GEO dataset. The role of BAG1 in KIRC was explored by Logistic and Cox regression model. The molecular mechanisms of BAG1 was revealed by GSEA. The current study found that the KIRC tumor samples have a low level of BAG1 mRNA expression compared to the matched normal tissues based on TCGA data and GEO databases. Low expression of BAG1 in KIRC was significantly associated with Sex, clinical pathological stage, tumor-node-metastasis (TNM) stage, hemoglobin levels, cancer status and history of neoadjuvant treatment. Kaplan-Meier survival analysis indicated that KIRC patients with BAG1 high expression have a longer survival time than those with BAG1 low expression (p < 0.000). Cox regression analysis showed that BAG1 remained independently associated with overall survival, with a hazard ratio (HR) of 1.75(CI:1.05-2.90; p = 0.029). GSEA indicated that the signaling pathways including fatty acid metabolism and oxidative phosphorylation were differentially enriched in high BAG1 expression phenotype. These findings suggested that BAG1 expression may act as a potential favorable prognostic marker and challenging therapeutic target. Background BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney renal clear cell carcinoma (KIRC) has remained largely unknown. Methods We performed bioinformatic analysis of data from TCGA and GEO dataset. The role of BAG1 in KIRC was explored by Logistic and Cox regression model. The molecular mechanisms of BAG1 was revealed by GSEA. Results The current study found that the KIRC tumor samples have a low level of BAG1 mRNA expression compared to the matched normal tissues based on TCGA data and GEO databases. Low expression of BAG1 in KIRC was significantly associated with Sex, clinical pathological stage, tumor-node-metastasis (TNM) stage, hemoglobin levels, cancer status and history of neoadjuvant treatment. Kaplan-Meier survival analysis indicated that KIRC patients with BAG1 high expression have a longer survival time than those with BAG1 low expression (p < 0.000). Cox regression analysis showed that BAG1 remained independently associated with overall survival, with a hazard ratio (HR) of 1.75(CI:1.05–2.90; p = 0.029). GSEA indicated that the signaling pathways including fatty acid metabolism and oxidative phosphorylation were differentially enriched in high BAG1 expression phenotype. Conclusions These findings suggested that BAG1 expression may act as a potential favorable prognostic marker and challenging therapeutic target. BACKGROUNDBCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney renal clear cell carcinoma (KIRC) has remained largely unknown. METHODSWe performed bioinformatic analysis of data from TCGA and GEO dataset. The role of BAG1 in KIRC was explored by Logistic and Cox regression model. The molecular mechanisms of BAG1 was revealed by GSEA. RESULTSThe current study found that the KIRC tumor samples have a low level of BAG1 mRNA expression compared to the matched normal tissues based on TCGA data and GEO databases. Low expression of BAG1 in KIRC was significantly associated with Sex, clinical pathological stage, tumor-node-metastasis (TNM) stage, hemoglobin levels, cancer status and history of neoadjuvant treatment. Kaplan-Meier survival analysis indicated that KIRC patients with BAG1 high expression have a longer survival time than those with BAG1 low expression (p < 0.000). Cox regression analysis showed that BAG1 remained independently associated with overall survival, with a hazard ratio (HR) of 1.75(CI:1.05-2.90; p = 0.029). GSEA indicated that the signaling pathways including fatty acid metabolism and oxidative phosphorylation were differentially enriched in high BAG1 expression phenotype. CONCLUSIONSThese findings suggested that BAG1 expression may act as a potential favorable prognostic marker and challenging therapeutic target. Background BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney renal clear cell carcinoma (KIRC) has remained largely unknown. Methods We performed bioinformatic analysis of data from TCGA and GEO dataset. The role of BAG1 in KIRC was explored by Logistic and Cox regression model. The molecular mechanisms of BAG1 was revealed by GSEA. Results The current study found that the KIRC tumor samples have a low level of BAG1 mRNA expression compared to the matched normal tissues based on TCGA data and GEO databases. Low expression of BAG1 in KIRC was significantly associated with Sex, clinical pathological stage, tumor-node-metastasis (TNM) stage, hemoglobin levels, cancer status and history of neoadjuvant treatment. Kaplan-Meier survival analysis indicated that KIRC patients with BAG1 high expression have a longer survival time than those with BAG1 low expression (p < 0.000). Cox regression analysis showed that BAG1 remained independently associated with overall survival, with a hazard ratio (HR) of 1.75(CI:1.05-2.90; p = 0.029). GSEA indicated that the signaling pathways including fatty acid metabolism and oxidative phosphorylation were differentially enriched in high BAG1 expression phenotype. Conclusions These findings suggested that BAG1 expression may act as a potential favorable prognostic marker and challenging therapeutic target. Keywords: BAG1, Prognosis, KIRC, Fatty acid metabolism, Oxidative phosphorylation Abstract Background BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney renal clear cell carcinoma (KIRC) has remained largely unknown. Methods We performed bioinformatic analysis of data from TCGA and GEO dataset. The role of BAG1 in KIRC was explored by Logistic and Cox regression model. The molecular mechanisms of BAG1 was revealed by GSEA. Results The current study found that the KIRC tumor samples have a low level of BAG1 mRNA expression compared to the matched normal tissues based on TCGA data and GEO databases. Low expression of BAG1 in KIRC was significantly associated with Sex, clinical pathological stage, tumor-node-metastasis (TNM) stage, hemoglobin levels, cancer status and history of neoadjuvant treatment. Kaplan-Meier survival analysis indicated that KIRC patients with BAG1 high expression have a longer survival time than those with BAG1 low expression ( p < 0.000). Cox regression analysis showed that BAG1 remained independently associated with overall survival, with a hazard ratio (HR) of 1.75(CI:1.05–2.90; p = 0.029). GSEA indicated that the signaling pathways including fatty acid metabolism and oxidative phosphorylation were differentially enriched in high BAG1 expression phenotype. Conclusions These findings suggested that BAG1 expression may act as a potential favorable prognostic marker and challenging therapeutic target. Abstract Background BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney renal clear cell carcinoma (KIRC) has remained largely unknown. Methods We performed bioinformatic analysis of data from TCGA and GEO dataset. The role of BAG1 in KIRC was explored by Logistic and Cox regression model. The molecular mechanisms of BAG1 was revealed by GSEA. Results The current study found that the KIRC tumor samples have a low level of BAG1 mRNA expression compared to the matched normal tissues based on TCGA data and GEO databases. Low expression of BAG1 in KIRC was significantly associated with Sex, clinical pathological stage, tumor-node-metastasis (TNM) stage, hemoglobin levels, cancer status and history of neoadjuvant treatment. Kaplan-Meier survival analysis indicated that KIRC patients with BAG1 high expression have a longer survival time than those with BAG1 low expression (p < 0.000). Cox regression analysis showed that BAG1 remained independently associated with overall survival, with a hazard ratio (HR) of 1.75(CI:1.05–2.90; p = 0.029). GSEA indicated that the signaling pathways including fatty acid metabolism and oxidative phosphorylation were differentially enriched in high BAG1 expression phenotype. Conclusions These findings suggested that BAG1 expression may act as a potential favorable prognostic marker and challenging therapeutic target. |
ArticleNumber | 160 |
Audience | Academic |
Author | Guo, Qiong Wu, Hongrong He, Yuejun Guo, Wanbei Liu, Minjing Meng, Guozhao |
Author_xml | – sequence: 1 givenname: Hongrong surname: Wu fullname: Wu, Hongrong organization: Institute of Basic Disease Sciences, XiangNan University, Chenzhou, Hunan Province, China – sequence: 2 givenname: Minjing surname: Liu fullname: Liu, Minjing organization: Institute of Basic Disease Sciences, XiangNan University, Chenzhou, Hunan Province, China – sequence: 3 givenname: Yuejun surname: He fullname: He, Yuejun organization: Department of Supervision, Baiyun International Airport Customs' Inspection, Guangzhou, China – sequence: 4 givenname: Guozhao surname: Meng fullname: Meng, Guozhao organization: Institute of Basic Disease Sciences, XiangNan University, Chenzhou, Hunan Province, China – sequence: 5 givenname: Wanbei surname: Guo fullname: Guo, Wanbei organization: Institute of Basic Disease Sciences, XiangNan University, Chenzhou, Hunan Province, China – sequence: 6 givenname: Qiong surname: Guo fullname: Guo, Qiong email: guoqiong04@126.com organization: Department of Urology, Hunan Provincial People's Hospital, The First Affiliated Hospital of Hunan Normal University, No 61 West Liberation Road, Changsha, 410005, Hunan, China. guoqiong04@126.com |
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Cites_doi | 10.1038/onc.2011.452 10.1016/j.ygyno.2018.03.057 10.3892/or.2014.3356 10.1186/s12967-017-1289-2 10.1073/pnas.93.14.7063 10.1002/jcb.24560 10.7554/eLife.27159 10.1186/s12859-017-1645-5 10.1016/0092-8674(95)90410-7 10.1016/j.ctrv.2013.11.008 10.1038/bjc.2017.130 10.1016/S0140-6736(07)61904-7 10.1007/s10330-011-0850-3 10.1016/j.ejca.2012.07.030 10.1056/NEJMoa065044 10.1093/nar/gkx247 10.1128/JVI.74.4.1931-1938.2000 10.1038/sj.bjc.6600538 10.1073/pnas.0506580102 10.1038/nrurol.2015.260 10.1002/path.1081 10.1016/j.humpath.2016.02.023 10.1038/2221076a0 10.1007/s11033-010-0519-y |
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Keywords | Prognosis Fatty acid metabolism Oxidative phosphorylation KIRC BAG1 |
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Snippet | BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney renal clear... Abstract Background BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1... Background BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney... BACKGROUNDBCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1 in kidney... Abstract Background BCL2 associated Athano-Gene 1 (BAG1) has been described to be involved in the development and progression of cancer. But the role of BAG1... |
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SubjectTerms | Adult Aged Aged, 80 and over Apoptosis BAG1 Bioinformatics Biomarkers, Tumor - genetics Biomarkers, Tumor - metabolism Carcinoma, Renal cell Carcinoma, Renal Cell - genetics Carcinoma, Renal Cell - metabolism Carcinoma, Renal Cell - pathology Care and treatment Computational biology Computational Biology - methods Databases, Genetic - statistics & numerical data Development and progression DNA-Binding Proteins - genetics DNA-Binding Proteins - metabolism Esophagus Fatty acid metabolism Female Gene expression Gene Expression Regulation, Neoplastic Gene Regulatory Networks Genetic aspects Genomes Genotype Health aspects Hemoglobin Humans Kidney cancer Kidney Neoplasms - genetics Kidney Neoplasms - metabolism Kidney Neoplasms - pathology Kidneys Kinases KIRC Lymphatic system Male Medical prognosis Metastases Metastasis Middle Aged Molecular modelling Multivariate analysis Neoplasm Staging Oxidative metabolism Oxidative phosphorylation Patients Phenotypes Phosphorylation Prognosis Renal cell carcinoma Survival Rate Therapeutic targets Transcription Factors - genetics Transcription Factors - metabolism Tumors Variables |
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Title | Expression of BAG1 is associated with prognosis in kidney renal clear cell carcinoma based on bioinformatics |
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