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Pan-cancer analysis of DEPDC1 as a candidate prognostic biomarker and associated with immune infiltration
BACKGROUND: DEP domain containing 1 (DEPDC1) gene is upregulated in several malignancies and contributes to tumorigenesis. Although the role of DEPDC1 in tumor is becoming increasingly popular, the function of DEPDC1 in pan-cancer still needs to be systematically elucidated. METHODS: Data were downl...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9843344/ https://www.ncbi.nlm.nih.gov/pubmed/36660720 http://dx.doi.org/10.21037/atm-22-5598 |
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author | Jia, Boquan Liu, Jun Hu, Xin Xia, Lu Han, Ying |
author_facet | Jia, Boquan Liu, Jun Hu, Xin Xia, Lu Han, Ying |
author_sort | Jia, Boquan |
collection | PubMed |
description | BACKGROUND: DEP domain containing 1 (DEPDC1) gene is upregulated in several malignancies and contributes to tumorigenesis. Although the role of DEPDC1 in tumor is becoming increasingly popular, the function of DEPDC1 in pan-cancer still needs to be systematically elucidated. METHODS: Data were downloaded from Genotype-Tissue Expression Data (GTEx), The Cancer Genome Atlas (TCGA) TIMER2.0, TISIDB, STRING, and CancerSEA databases and analyzed to determine the functionality of the DEPDC1. The results were visualized using tools provided by the databases and the R language. RESULTS: The results showed that DEPDC1 was significantly upregulated in 29 of the 33 human cancers analyzed. In addition, there were significant differences in DEPDC1 expression among cancer immune and molecular subtypes. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis showed that DEPDC1 was mainly involved in the cell cycle, and CancerSEA analysis showed that DEPDC1 promoted cell cycle, DNA repair, DNA damage, and proliferation in pan-cancer. Receiver operating characteristic (ROC) curve analysis showed high predictive accuracy for pan-cancer. DEPDC1 expression was positively correlated with activated CD4(+) T helper 2 cells and common lymphoid progenitor cells, and negatively correlated with natural killer (NK) T cells, CD4(+) central memory T cells, and CD4(+) effector memory T cells. Furthermore, DEPDC1 was significantly positively correlated with T cell exhaustion marker genes, such as CD274, transforming growth factor beta receptor 1 (TGFBR1), kinase insert domain receptor (KDR), programmed cell death 1 ligand 2 (PDCD1LG2), granzyme B (GZMB), and granulysin (LAG2). Additionally, DEPDC1 was associated with overall survival (OS), disease-specific survival (DSS), and progress-free interval (PFI) prognosis in multiple tumor types. The ROC analysis showed high predictive accuracy for pan-cancer. CONCLUSIONS: Collectively, DEPDC1 is aberrantly expressed and plays an immune-oncogenic role in pan-cancer, and DEPDC1 may serve as a biomarker for cancer diagnosis and therapy. |
format | Online Article Text |
id | pubmed-9843344 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-98433442023-01-18 Pan-cancer analysis of DEPDC1 as a candidate prognostic biomarker and associated with immune infiltration Jia, Boquan Liu, Jun Hu, Xin Xia, Lu Han, Ying Ann Transl Med Original Article BACKGROUND: DEP domain containing 1 (DEPDC1) gene is upregulated in several malignancies and contributes to tumorigenesis. Although the role of DEPDC1 in tumor is becoming increasingly popular, the function of DEPDC1 in pan-cancer still needs to be systematically elucidated. METHODS: Data were downloaded from Genotype-Tissue Expression Data (GTEx), The Cancer Genome Atlas (TCGA) TIMER2.0, TISIDB, STRING, and CancerSEA databases and analyzed to determine the functionality of the DEPDC1. The results were visualized using tools provided by the databases and the R language. RESULTS: The results showed that DEPDC1 was significantly upregulated in 29 of the 33 human cancers analyzed. In addition, there were significant differences in DEPDC1 expression among cancer immune and molecular subtypes. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis showed that DEPDC1 was mainly involved in the cell cycle, and CancerSEA analysis showed that DEPDC1 promoted cell cycle, DNA repair, DNA damage, and proliferation in pan-cancer. Receiver operating characteristic (ROC) curve analysis showed high predictive accuracy for pan-cancer. DEPDC1 expression was positively correlated with activated CD4(+) T helper 2 cells and common lymphoid progenitor cells, and negatively correlated with natural killer (NK) T cells, CD4(+) central memory T cells, and CD4(+) effector memory T cells. Furthermore, DEPDC1 was significantly positively correlated with T cell exhaustion marker genes, such as CD274, transforming growth factor beta receptor 1 (TGFBR1), kinase insert domain receptor (KDR), programmed cell death 1 ligand 2 (PDCD1LG2), granzyme B (GZMB), and granulysin (LAG2). Additionally, DEPDC1 was associated with overall survival (OS), disease-specific survival (DSS), and progress-free interval (PFI) prognosis in multiple tumor types. The ROC analysis showed high predictive accuracy for pan-cancer. CONCLUSIONS: Collectively, DEPDC1 is aberrantly expressed and plays an immune-oncogenic role in pan-cancer, and DEPDC1 may serve as a biomarker for cancer diagnosis and therapy. AME Publishing Company 2022-12 /pmc/articles/PMC9843344/ /pubmed/36660720 http://dx.doi.org/10.21037/atm-22-5598 Text en 2022 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Jia, Boquan Liu, Jun Hu, Xin Xia, Lu Han, Ying Pan-cancer analysis of DEPDC1 as a candidate prognostic biomarker and associated with immune infiltration |
title | Pan-cancer analysis of DEPDC1 as a candidate prognostic biomarker and associated with immune infiltration |
title_full | Pan-cancer analysis of DEPDC1 as a candidate prognostic biomarker and associated with immune infiltration |
title_fullStr | Pan-cancer analysis of DEPDC1 as a candidate prognostic biomarker and associated with immune infiltration |
title_full_unstemmed | Pan-cancer analysis of DEPDC1 as a candidate prognostic biomarker and associated with immune infiltration |
title_short | Pan-cancer analysis of DEPDC1 as a candidate prognostic biomarker and associated with immune infiltration |
title_sort | pan-cancer analysis of depdc1 as a candidate prognostic biomarker and associated with immune infiltration |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9843344/ https://www.ncbi.nlm.nih.gov/pubmed/36660720 http://dx.doi.org/10.21037/atm-22-5598 |
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