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Integrated multi-omics analyses reveal that BCAM is associated with epigenetic modification and tumor microenvironment subtypes of clear cell renal cell carcinoma
BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is the most common and highly heterogeneous subtype of renal cell carcinoma. Dysregulated basal cell adhesion molecule (BCAM) gene is associated with poor prognosis in various cancers. However, the dysregulated functions and related multi-omics fea...
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/PMC9361577/ https://www.ncbi.nlm.nih.gov/pubmed/35941663 http://dx.doi.org/10.1186/s13148-022-01319-2 |
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author | Zhao, Junjie Liang, Jiayu Yang, Yang Sun, Guangxi Zhang, Xingming Zhao, Jinge Hu, Xu Chen, Junru Zhu, Sha Ni, Yuchao Zhang, Yaowen Dai, Jindong Wang, Zhipeng Wang, Zilin Zeng, Yuhao Yao, Jin Chen, Ni Shen, Pengfei Liu, Zhenhua Zeng, Hao |
author_facet | Zhao, Junjie Liang, Jiayu Yang, Yang Sun, Guangxi Zhang, Xingming Zhao, Jinge Hu, Xu Chen, Junru Zhu, Sha Ni, Yuchao Zhang, Yaowen Dai, Jindong Wang, Zhipeng Wang, Zilin Zeng, Yuhao Yao, Jin Chen, Ni Shen, Pengfei Liu, Zhenhua Zeng, Hao |
author_sort | Zhao, Junjie |
collection | PubMed |
description | BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is the most common and highly heterogeneous subtype of renal cell carcinoma. Dysregulated basal cell adhesion molecule (BCAM) gene is associated with poor prognosis in various cancers. However, the dysregulated functions and related multi-omics features of BCAM in ccRCC stay unclear. RESULTS: BCAM expression was aberrantly downregulated in ccRCC and correlated with adverse pathological parameters and poor prognosis. Low mRNA expression of BCAM was remarkably associated with its CpG methylation levels and BAP1 mutation status. Patients with lower-expressed BCAM concomitant with BAP1 mutation had a worse prognosis. Using RNA-seq data from The cancer genome atlas, we found that compared to the BCAM-high expression subgroup, ccRCC patients in the BCAM-low expression subgroup had significantly higher levels of immune infiltration, higher immune checkpoint expression levels and lower TIDE (tumor immune dysfunction and exclusion) score, indicating potential better response to immunotherapy. Data from the Clinical Proteomic Tumor Analysis Consortium further validated the association between low BCAM expression and CD8 + inflamed phenotype at protein level. Meanwhile, our results suggested that the angiogenesis-related pathways were enriched in the BCAM-high expression subgroup. More importantly, according to the data from the GDSC database, we revealed that the BCAM-high expression subgroup should be more sensitive to anti-angiogenetic therapies, including sorafenib, pazopanib and axitinib. CONCLUSIONS: These results suggest that BCAM could serve as a biomarker distinguishing different tumor microenvironment phenotypes, predicting prognosis and helping therapeutic decision-making for patients with ccRCC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01319-2. |
format | Online Article Text |
id | pubmed-9361577 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-93615772022-08-10 Integrated multi-omics analyses reveal that BCAM is associated with epigenetic modification and tumor microenvironment subtypes of clear cell renal cell carcinoma Zhao, Junjie Liang, Jiayu Yang, Yang Sun, Guangxi Zhang, Xingming Zhao, Jinge Hu, Xu Chen, Junru Zhu, Sha Ni, Yuchao Zhang, Yaowen Dai, Jindong Wang, Zhipeng Wang, Zilin Zeng, Yuhao Yao, Jin Chen, Ni Shen, Pengfei Liu, Zhenhua Zeng, Hao Clin Epigenetics Research BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is the most common and highly heterogeneous subtype of renal cell carcinoma. Dysregulated basal cell adhesion molecule (BCAM) gene is associated with poor prognosis in various cancers. However, the dysregulated functions and related multi-omics features of BCAM in ccRCC stay unclear. RESULTS: BCAM expression was aberrantly downregulated in ccRCC and correlated with adverse pathological parameters and poor prognosis. Low mRNA expression of BCAM was remarkably associated with its CpG methylation levels and BAP1 mutation status. Patients with lower-expressed BCAM concomitant with BAP1 mutation had a worse prognosis. Using RNA-seq data from The cancer genome atlas, we found that compared to the BCAM-high expression subgroup, ccRCC patients in the BCAM-low expression subgroup had significantly higher levels of immune infiltration, higher immune checkpoint expression levels and lower TIDE (tumor immune dysfunction and exclusion) score, indicating potential better response to immunotherapy. Data from the Clinical Proteomic Tumor Analysis Consortium further validated the association between low BCAM expression and CD8 + inflamed phenotype at protein level. Meanwhile, our results suggested that the angiogenesis-related pathways were enriched in the BCAM-high expression subgroup. More importantly, according to the data from the GDSC database, we revealed that the BCAM-high expression subgroup should be more sensitive to anti-angiogenetic therapies, including sorafenib, pazopanib and axitinib. CONCLUSIONS: These results suggest that BCAM could serve as a biomarker distinguishing different tumor microenvironment phenotypes, predicting prognosis and helping therapeutic decision-making for patients with ccRCC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01319-2. BioMed Central 2022-08-08 /pmc/articles/PMC9361577/ /pubmed/35941663 http://dx.doi.org/10.1186/s13148-022-01319-2 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 Zhao, Junjie Liang, Jiayu Yang, Yang Sun, Guangxi Zhang, Xingming Zhao, Jinge Hu, Xu Chen, Junru Zhu, Sha Ni, Yuchao Zhang, Yaowen Dai, Jindong Wang, Zhipeng Wang, Zilin Zeng, Yuhao Yao, Jin Chen, Ni Shen, Pengfei Liu, Zhenhua Zeng, Hao Integrated multi-omics analyses reveal that BCAM is associated with epigenetic modification and tumor microenvironment subtypes of clear cell renal cell carcinoma |
title | Integrated multi-omics analyses reveal that BCAM is associated with epigenetic modification and tumor microenvironment subtypes of clear cell renal cell carcinoma |
title_full | Integrated multi-omics analyses reveal that BCAM is associated with epigenetic modification and tumor microenvironment subtypes of clear cell renal cell carcinoma |
title_fullStr | Integrated multi-omics analyses reveal that BCAM is associated with epigenetic modification and tumor microenvironment subtypes of clear cell renal cell carcinoma |
title_full_unstemmed | Integrated multi-omics analyses reveal that BCAM is associated with epigenetic modification and tumor microenvironment subtypes of clear cell renal cell carcinoma |
title_short | Integrated multi-omics analyses reveal that BCAM is associated with epigenetic modification and tumor microenvironment subtypes of clear cell renal cell carcinoma |
title_sort | integrated multi-omics analyses reveal that bcam is associated with epigenetic modification and tumor microenvironment subtypes of clear cell renal cell carcinoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9361577/ https://www.ncbi.nlm.nih.gov/pubmed/35941663 http://dx.doi.org/10.1186/s13148-022-01319-2 |
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