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Methylation-driven gene DLL3 is a potential prognostic biomarker in ocular melanoma correlating with metastasis
BACKGROUND: Ocular melanoma is an aggressive malignancy with a high rate of metastasis and poor prognosis. Increasing evidence indicated that DNA methylation plays an important role in the occurrence and development of ocular melanoma. Hence, exploring new diagnostic and prognostic biomarkers at the...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9630341/ https://www.ncbi.nlm.nih.gov/pubmed/36338696 http://dx.doi.org/10.3389/fonc.2022.964902 |
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author | Yang, Ludi Wang, Gaoming Shi, Hanhan Jia, Shichong Ruan, Jing Cui, Ran Ge, Shengfang |
author_facet | Yang, Ludi Wang, Gaoming Shi, Hanhan Jia, Shichong Ruan, Jing Cui, Ran Ge, Shengfang |
author_sort | Yang, Ludi |
collection | PubMed |
description | BACKGROUND: Ocular melanoma is an aggressive malignancy with a high rate of metastasis and poor prognosis. Increasing evidence indicated that DNA methylation plays an important role in the occurrence and development of ocular melanoma. Hence, exploring new diagnostic and prognostic biomarkers at the genetic level may be beneficial to the prognosis of patients with ocular melanoma. METHODS: We collected DNA methylation and gene expression profiles of human UM (uveal melanoma) and CM (conjunctival melanoma) samples from various datasets. We conducted differential methylation and expression analyses to screen the potential biomarkers. Correlation analysis was performed to investigate the relationships between the expression level of DLL3 (delta-like protein 3) and the methylation level of its corresponding CpGs. We explored the prognostic and diagnostic value of DLL3 in UM and CM. Functional annotation and GSEA (gene set enrichment analysis) were applied to get insight into the possible biological roles of DLL3. A cohort of 60 ocular melanoma patients as well as UM and CM cell lines were used to validate our findings in bioinformatic analyses. RESULTS: We found that DLL3 was a methylation-driven gene correlating with UM metastasis. The CpGs of DLL3 are mainly located in the gene body and their methylation level positively correlated to DLL3 expression. Multivariate Cox regression analysis revealed that DLL3 was an independent protective factor for UM patients. High DLL3 expression significantly prolonged the overall survival and disease-free survival of UM patients. DLL3 also showed a promising power to distinguish CM from normal tissues. Functional annotation exhibited that DLL3 may suppress UM progression through modulating immune activities and down-regulating various signaling pathways. External datasets, biospecimens, and cell lines further validated the aberrant expression and prognostic role of DLL3 in ocular melanoma. CONCLUSION: Methylation-driven gene DLL3 could serve as a new potential diagnostic and prognostic biomarker in ocular melanoma. Our findings may contribute to improving the clinical outcomes of patients with UM or CM. |
format | Online Article Text |
id | pubmed-9630341 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96303412022-11-04 Methylation-driven gene DLL3 is a potential prognostic biomarker in ocular melanoma correlating with metastasis Yang, Ludi Wang, Gaoming Shi, Hanhan Jia, Shichong Ruan, Jing Cui, Ran Ge, Shengfang Front Oncol Oncology BACKGROUND: Ocular melanoma is an aggressive malignancy with a high rate of metastasis and poor prognosis. Increasing evidence indicated that DNA methylation plays an important role in the occurrence and development of ocular melanoma. Hence, exploring new diagnostic and prognostic biomarkers at the genetic level may be beneficial to the prognosis of patients with ocular melanoma. METHODS: We collected DNA methylation and gene expression profiles of human UM (uveal melanoma) and CM (conjunctival melanoma) samples from various datasets. We conducted differential methylation and expression analyses to screen the potential biomarkers. Correlation analysis was performed to investigate the relationships between the expression level of DLL3 (delta-like protein 3) and the methylation level of its corresponding CpGs. We explored the prognostic and diagnostic value of DLL3 in UM and CM. Functional annotation and GSEA (gene set enrichment analysis) were applied to get insight into the possible biological roles of DLL3. A cohort of 60 ocular melanoma patients as well as UM and CM cell lines were used to validate our findings in bioinformatic analyses. RESULTS: We found that DLL3 was a methylation-driven gene correlating with UM metastasis. The CpGs of DLL3 are mainly located in the gene body and their methylation level positively correlated to DLL3 expression. Multivariate Cox regression analysis revealed that DLL3 was an independent protective factor for UM patients. High DLL3 expression significantly prolonged the overall survival and disease-free survival of UM patients. DLL3 also showed a promising power to distinguish CM from normal tissues. Functional annotation exhibited that DLL3 may suppress UM progression through modulating immune activities and down-regulating various signaling pathways. External datasets, biospecimens, and cell lines further validated the aberrant expression and prognostic role of DLL3 in ocular melanoma. CONCLUSION: Methylation-driven gene DLL3 could serve as a new potential diagnostic and prognostic biomarker in ocular melanoma. Our findings may contribute to improving the clinical outcomes of patients with UM or CM. Frontiers Media S.A. 2022-10-20 /pmc/articles/PMC9630341/ /pubmed/36338696 http://dx.doi.org/10.3389/fonc.2022.964902 Text en Copyright © 2022 Yang, Wang, Shi, Jia, Ruan, Cui and Ge https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Yang, Ludi Wang, Gaoming Shi, Hanhan Jia, Shichong Ruan, Jing Cui, Ran Ge, Shengfang Methylation-driven gene DLL3 is a potential prognostic biomarker in ocular melanoma correlating with metastasis |
title | Methylation-driven gene DLL3 is a potential prognostic biomarker in ocular melanoma correlating with metastasis |
title_full | Methylation-driven gene DLL3 is a potential prognostic biomarker in ocular melanoma correlating with metastasis |
title_fullStr | Methylation-driven gene DLL3 is a potential prognostic biomarker in ocular melanoma correlating with metastasis |
title_full_unstemmed | Methylation-driven gene DLL3 is a potential prognostic biomarker in ocular melanoma correlating with metastasis |
title_short | Methylation-driven gene DLL3 is a potential prognostic biomarker in ocular melanoma correlating with metastasis |
title_sort | methylation-driven gene dll3 is a potential prognostic biomarker in ocular melanoma correlating with metastasis |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9630341/ https://www.ncbi.nlm.nih.gov/pubmed/36338696 http://dx.doi.org/10.3389/fonc.2022.964902 |
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