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A novel autophagy-related long non-coding RNAs prognostic risk score for clear cell renal cell carcinoma
BACKGROUND: As the main histological subtype of renal cell carcinoma, clear cell renal cell carcinoma (ccRCC) places a heavy burden on health worldwide. Autophagy-related long non-coding RNAs (ARlncRs) have shown tremendous potential as prognostic signatures in several studies, but the relationship...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9741795/ https://www.ncbi.nlm.nih.gov/pubmed/36496360 http://dx.doi.org/10.1186/s12894-022-01148-8 |
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author | Tang, Fucai Tang, Zhicheng Lu, Zechao Cai, Yueqiao Lai, Yongchang Mai, Yuexue Li, Zhibiao Lu, Zeguang Zhang, Jiahao Li, Ze He, Zhaohui |
author_facet | Tang, Fucai Tang, Zhicheng Lu, Zechao Cai, Yueqiao Lai, Yongchang Mai, Yuexue Li, Zhibiao Lu, Zeguang Zhang, Jiahao Li, Ze He, Zhaohui |
author_sort | Tang, Fucai |
collection | PubMed |
description | BACKGROUND: As the main histological subtype of renal cell carcinoma, clear cell renal cell carcinoma (ccRCC) places a heavy burden on health worldwide. Autophagy-related long non-coding RNAs (ARlncRs) have shown tremendous potential as prognostic signatures in several studies, but the relationship between them and ccRCC still has to be demonstrated. METHODS: The RNA-sequencing and clinical characteristics of 483 ccRCC patients were downloaded download from the Cancer Genome Atlas and International Cancer Genome Consortium. ARlncRs were determined by Pearson correlation analysis. Univariate and multivariate Cox regression analyses were applied to establish a risk score model. A nomogram was constructed considering independent prognostic factors. The Harrell concordance index calibration curve and the receiver operating characteristic analysis were utilized to evaluate the nomogram. Furthermore, functional enrichment analysis was used for differentially expressed genes between the two groups of high- and low-risk scores. RESULTS: A total of 9 SARlncRs were established as a risk score model. The Kaplan–Meier survival curve, principal component analysis, and subgroup analysis showed that low overall survival of patients was associated with high-risk scores. Age, M stage, and risk score were identified as independent prognostic factors to establish a nomogram, whose concordance index in the training cohort, internal validation, and external ICGC cohort was 0.793, 0.671, and 0.668 respectively. The area under the curve for 5-year OS prediction in the training cohort, internal validation, and external ICGC cohort was 0.840, 0.706, and 0.708, respectively. GO analysis and KEGG analysis of DEGs demonstrated that immune- and inflammatory-related pathways are likely to be critically involved in the progress of ccRCC. CONCLUSIONS: We established and validated a novel ARlncRs prognostic risk model which is valuable as a potential therapeutic target and prognosis indicator for ccRCC. A nomogram including the risk model is a promising clinical tool for outcomes prediction of ccRCC patients and further formulation of individualized strategy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12894-022-01148-8. |
format | Online Article Text |
id | pubmed-9741795 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97417952022-12-12 A novel autophagy-related long non-coding RNAs prognostic risk score for clear cell renal cell carcinoma Tang, Fucai Tang, Zhicheng Lu, Zechao Cai, Yueqiao Lai, Yongchang Mai, Yuexue Li, Zhibiao Lu, Zeguang Zhang, Jiahao Li, Ze He, Zhaohui BMC Urol Research BACKGROUND: As the main histological subtype of renal cell carcinoma, clear cell renal cell carcinoma (ccRCC) places a heavy burden on health worldwide. Autophagy-related long non-coding RNAs (ARlncRs) have shown tremendous potential as prognostic signatures in several studies, but the relationship between them and ccRCC still has to be demonstrated. METHODS: The RNA-sequencing and clinical characteristics of 483 ccRCC patients were downloaded download from the Cancer Genome Atlas and International Cancer Genome Consortium. ARlncRs were determined by Pearson correlation analysis. Univariate and multivariate Cox regression analyses were applied to establish a risk score model. A nomogram was constructed considering independent prognostic factors. The Harrell concordance index calibration curve and the receiver operating characteristic analysis were utilized to evaluate the nomogram. Furthermore, functional enrichment analysis was used for differentially expressed genes between the two groups of high- and low-risk scores. RESULTS: A total of 9 SARlncRs were established as a risk score model. The Kaplan–Meier survival curve, principal component analysis, and subgroup analysis showed that low overall survival of patients was associated with high-risk scores. Age, M stage, and risk score were identified as independent prognostic factors to establish a nomogram, whose concordance index in the training cohort, internal validation, and external ICGC cohort was 0.793, 0.671, and 0.668 respectively. The area under the curve for 5-year OS prediction in the training cohort, internal validation, and external ICGC cohort was 0.840, 0.706, and 0.708, respectively. GO analysis and KEGG analysis of DEGs demonstrated that immune- and inflammatory-related pathways are likely to be critically involved in the progress of ccRCC. CONCLUSIONS: We established and validated a novel ARlncRs prognostic risk model which is valuable as a potential therapeutic target and prognosis indicator for ccRCC. A nomogram including the risk model is a promising clinical tool for outcomes prediction of ccRCC patients and further formulation of individualized strategy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12894-022-01148-8. BioMed Central 2022-12-10 /pmc/articles/PMC9741795/ /pubmed/36496360 http://dx.doi.org/10.1186/s12894-022-01148-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Tang, Fucai Tang, Zhicheng Lu, Zechao Cai, Yueqiao Lai, Yongchang Mai, Yuexue Li, Zhibiao Lu, Zeguang Zhang, Jiahao Li, Ze He, Zhaohui A novel autophagy-related long non-coding RNAs prognostic risk score for clear cell renal cell carcinoma |
title | A novel autophagy-related long non-coding RNAs prognostic risk score for clear cell renal cell carcinoma |
title_full | A novel autophagy-related long non-coding RNAs prognostic risk score for clear cell renal cell carcinoma |
title_fullStr | A novel autophagy-related long non-coding RNAs prognostic risk score for clear cell renal cell carcinoma |
title_full_unstemmed | A novel autophagy-related long non-coding RNAs prognostic risk score for clear cell renal cell carcinoma |
title_short | A novel autophagy-related long non-coding RNAs prognostic risk score for clear cell renal cell carcinoma |
title_sort | novel autophagy-related long non-coding rnas prognostic risk score for clear cell renal cell carcinoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9741795/ https://www.ncbi.nlm.nih.gov/pubmed/36496360 http://dx.doi.org/10.1186/s12894-022-01148-8 |
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