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Identification and validation of candidate clinical signatures of apolipoprotein L isoforms in hepatocellular carcinoma
Hepatocellular carcinoma (HCC) is a lethal malignancy worldwide with an increasing number of new cases each year. Apolipoprotein (APOL) isoforms have been explored for their associations with HCC.The GSE14520 cohort was used for training data; The Cancer Genome Atlas (TCGA) database was used for val...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10684526/ https://www.ncbi.nlm.nih.gov/pubmed/38017264 http://dx.doi.org/10.1038/s41598-023-48366-0 |
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author | Wang, Xiang-Kun Guo, Yu-Xiang Wang, Miao Zhang, Xu-Dong Liu, Zhong-Yuan Wang, Mao-Sen Luo, Kai Huang, Shuai Li, Ren-Feng |
author_facet | Wang, Xiang-Kun Guo, Yu-Xiang Wang, Miao Zhang, Xu-Dong Liu, Zhong-Yuan Wang, Mao-Sen Luo, Kai Huang, Shuai Li, Ren-Feng |
author_sort | Wang, Xiang-Kun |
collection | PubMed |
description | Hepatocellular carcinoma (HCC) is a lethal malignancy worldwide with an increasing number of new cases each year. Apolipoprotein (APOL) isoforms have been explored for their associations with HCC.The GSE14520 cohort was used for training data; The Cancer Genome Atlas (TCGA) database was used for validated data. Diagnostic, prognostic significance and mechanisms were explored using these cohorts. Risk score models and nomograms were constructed using prognosis-related isoforms and clinical factors for survival prediction. Oncomine and HCCDB databases were further used for validation of diagnostic, prognostic significance. APOL1, 3, and 6 were differentially expressed in two cohorts (all P ≤ 0.05). APOL1 and APOL6 had diagnostic capacity whereas APOL3 and APOL6 had prognostic capacity in two cohorts (areas under curves [AUCs] > 0.7, P ≤ 0.05). Mechanism studies demonstrated that APOL3 and APOL6 might be involved in humoral chemokine signaling pathways (all P ≤ 0.05). Risk score models and nomograms were constructed and validated for survival prediction of HCC. Moreover, diagnostic values of APOL1 and weak APOL6 were validated in Oncomine database (AUC > 0.700, 0.694); prognostic values of APOL3 and APOL6 were validated in HCCDB database (all P < 0.05). Differentially expressed APOL1 and APOL6 might be diagnostic biomarkers; APOL3 and APOL6 might be prognostic biomarkers of RFS and OS for HCC via chemokine signaling pathways. |
format | Online Article Text |
id | pubmed-10684526 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106845262023-11-30 Identification and validation of candidate clinical signatures of apolipoprotein L isoforms in hepatocellular carcinoma Wang, Xiang-Kun Guo, Yu-Xiang Wang, Miao Zhang, Xu-Dong Liu, Zhong-Yuan Wang, Mao-Sen Luo, Kai Huang, Shuai Li, Ren-Feng Sci Rep Article Hepatocellular carcinoma (HCC) is a lethal malignancy worldwide with an increasing number of new cases each year. Apolipoprotein (APOL) isoforms have been explored for their associations with HCC.The GSE14520 cohort was used for training data; The Cancer Genome Atlas (TCGA) database was used for validated data. Diagnostic, prognostic significance and mechanisms were explored using these cohorts. Risk score models and nomograms were constructed using prognosis-related isoforms and clinical factors for survival prediction. Oncomine and HCCDB databases were further used for validation of diagnostic, prognostic significance. APOL1, 3, and 6 were differentially expressed in two cohorts (all P ≤ 0.05). APOL1 and APOL6 had diagnostic capacity whereas APOL3 and APOL6 had prognostic capacity in two cohorts (areas under curves [AUCs] > 0.7, P ≤ 0.05). Mechanism studies demonstrated that APOL3 and APOL6 might be involved in humoral chemokine signaling pathways (all P ≤ 0.05). Risk score models and nomograms were constructed and validated for survival prediction of HCC. Moreover, diagnostic values of APOL1 and weak APOL6 were validated in Oncomine database (AUC > 0.700, 0.694); prognostic values of APOL3 and APOL6 were validated in HCCDB database (all P < 0.05). Differentially expressed APOL1 and APOL6 might be diagnostic biomarkers; APOL3 and APOL6 might be prognostic biomarkers of RFS and OS for HCC via chemokine signaling pathways. Nature Publishing Group UK 2023-11-28 /pmc/articles/PMC10684526/ /pubmed/38017264 http://dx.doi.org/10.1038/s41598-023-48366-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Wang, Xiang-Kun Guo, Yu-Xiang Wang, Miao Zhang, Xu-Dong Liu, Zhong-Yuan Wang, Mao-Sen Luo, Kai Huang, Shuai Li, Ren-Feng Identification and validation of candidate clinical signatures of apolipoprotein L isoforms in hepatocellular carcinoma |
title | Identification and validation of candidate clinical signatures of apolipoprotein L isoforms in hepatocellular carcinoma |
title_full | Identification and validation of candidate clinical signatures of apolipoprotein L isoforms in hepatocellular carcinoma |
title_fullStr | Identification and validation of candidate clinical signatures of apolipoprotein L isoforms in hepatocellular carcinoma |
title_full_unstemmed | Identification and validation of candidate clinical signatures of apolipoprotein L isoforms in hepatocellular carcinoma |
title_short | Identification and validation of candidate clinical signatures of apolipoprotein L isoforms in hepatocellular carcinoma |
title_sort | identification and validation of candidate clinical signatures of apolipoprotein l isoforms in hepatocellular carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10684526/ https://www.ncbi.nlm.nih.gov/pubmed/38017264 http://dx.doi.org/10.1038/s41598-023-48366-0 |
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