UBE2J1 is identified as a novel plasma cell-related gene involved in the prognosis of high-grade serous ovarian cancer

Abstract Background Immune cells within tumor tissues play important roles in remodeling the tumor microenvironment, thus affecting tumor progression and the therapeutic response. The current study was designed to identify key markers of plasma cells and explore their role in high-grade serous ovari...

Full description

Saved in:
Bibliographic Details
Main Authors: Yunjie Tian, Ruoyu Dong, Yingxia Guan, Ying Wang, Wei Zhao, Jun Zhang, Shan Kang
Format: Article
Language:English
Published: BMC 2025-01-01
Series:Journal of Translational Medicine
Online Access:https://doi.org/10.1186/s12967-025-06135-9
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1832571352334204928
author Yunjie Tian
Ruoyu Dong
Yingxia Guan
Ying Wang
Wei Zhao
Jun Zhang
Shan Kang
author_facet Yunjie Tian
Ruoyu Dong
Yingxia Guan
Ying Wang
Wei Zhao
Jun Zhang
Shan Kang
author_sort Yunjie Tian
collection DOAJ
description Abstract Background Immune cells within tumor tissues play important roles in remodeling the tumor microenvironment, thus affecting tumor progression and the therapeutic response. The current study was designed to identify key markers of plasma cells and explore their role in high-grade serous ovarian cancer (HGSOC). Methods We utilized single-cell sequencing data from the Gene Expression Omnibus (GEO) database to identify key immune cell types within HGSOC tissues and to extract related markers via the Seurat package. The effects of immune cell markers on prognosis were analyzed via univariate Cox regression, least absolute shrinkage and selection operator (LASSO) and gene set variation analysis (GSVA) of bulk sequencing data from The Cancer Genome Atlas (TCGA)-HGSOC cohort. Finally, the effects of key markers on HGSOC cells were evaluated via Cell Counting Kit-8 (CCK-8), Transwell, colony formation, wound healing, immunofluorescence and in vivo tumor growth assays. Results At the single-cell level, we detected a significant increase in the proportion of plasma cells in HGSOC samples compared to that in normal ovarian samples. Within HGSOC tissues, these plasma cells were found to interact with CD8 + T cells, fibroblasts and endothelial cells. In addition, patients in the high-plasma cell-related score group had better survival rates and higher epithelial‒mesenchymal transition (EMT), apoptosis and immune scores. Moreover, univariate Cox and LASSO regression analyses revealed that ubiquitin-conjugating enzyme E2 J1 (UBE2J1) is a prognostic marker in HGSOC. Further functional studies revealed that overexpression of UBE2J1 promoted cell proliferation, invasion, migration and colony formation, whereas UBE2J1 knockdown attenuated the abovementioned cellular behaviors. Additionally, UBE2J1 overexpression promoted EMT, as evidenced by alterations in the protein expression levels of N-cadherin, snail family transcriptional repressor 2 (Slug), Twist family BHLH transcription factor 1 (Twist 1) and E-cadherin. Moreover, we found that UBE2J1 silencing was able to inhibit the tumor growth in vivo. Conclusions Overall, this study elucidated the role of plasma cells and revealed UBE2J1 as a novel oncogene in HGSOC, uncovering new mechanisms related to HGSOC tumorigenesis and promising therapeutic targets for HGSOC patients.
format Article
id doaj-art-071afb5506a34fb594df4c444a3d6310
institution Kabale University
issn 1479-5876
language English
publishDate 2025-01-01
publisher BMC
record_format Article
series Journal of Translational Medicine
spelling doaj-art-071afb5506a34fb594df4c444a3d63102025-02-02T12:40:22ZengBMCJournal of Translational Medicine1479-58762025-01-0123111710.1186/s12967-025-06135-9UBE2J1 is identified as a novel plasma cell-related gene involved in the prognosis of high-grade serous ovarian cancerYunjie Tian0Ruoyu Dong1Yingxia Guan2Ying Wang3Wei Zhao4Jun Zhang5Shan Kang6Department of Gynecology, The Fourth Hospital of Hebei Medical UniversityDepartment of Vascular Surgery, Hebei General HospitalDepartment of Obstetrics, The Fourth Hospital of Hebei Medical UniversityDepartment of Gynecology, The Fourth Hospital of Hebei Medical UniversityDepartment of Gynecology, The Fourth Hospital of Hebei Medical UniversityDepartment of Gynecology, The Fourth Hospital of Hebei Medical UniversityDepartment of Gynecology, The Fourth Hospital of Hebei Medical UniversityAbstract Background Immune cells within tumor tissues play important roles in remodeling the tumor microenvironment, thus affecting tumor progression and the therapeutic response. The current study was designed to identify key markers of plasma cells and explore their role in high-grade serous ovarian cancer (HGSOC). Methods We utilized single-cell sequencing data from the Gene Expression Omnibus (GEO) database to identify key immune cell types within HGSOC tissues and to extract related markers via the Seurat package. The effects of immune cell markers on prognosis were analyzed via univariate Cox regression, least absolute shrinkage and selection operator (LASSO) and gene set variation analysis (GSVA) of bulk sequencing data from The Cancer Genome Atlas (TCGA)-HGSOC cohort. Finally, the effects of key markers on HGSOC cells were evaluated via Cell Counting Kit-8 (CCK-8), Transwell, colony formation, wound healing, immunofluorescence and in vivo tumor growth assays. Results At the single-cell level, we detected a significant increase in the proportion of plasma cells in HGSOC samples compared to that in normal ovarian samples. Within HGSOC tissues, these plasma cells were found to interact with CD8 + T cells, fibroblasts and endothelial cells. In addition, patients in the high-plasma cell-related score group had better survival rates and higher epithelial‒mesenchymal transition (EMT), apoptosis and immune scores. Moreover, univariate Cox and LASSO regression analyses revealed that ubiquitin-conjugating enzyme E2 J1 (UBE2J1) is a prognostic marker in HGSOC. Further functional studies revealed that overexpression of UBE2J1 promoted cell proliferation, invasion, migration and colony formation, whereas UBE2J1 knockdown attenuated the abovementioned cellular behaviors. Additionally, UBE2J1 overexpression promoted EMT, as evidenced by alterations in the protein expression levels of N-cadherin, snail family transcriptional repressor 2 (Slug), Twist family BHLH transcription factor 1 (Twist 1) and E-cadherin. Moreover, we found that UBE2J1 silencing was able to inhibit the tumor growth in vivo. Conclusions Overall, this study elucidated the role of plasma cells and revealed UBE2J1 as a novel oncogene in HGSOC, uncovering new mechanisms related to HGSOC tumorigenesis and promising therapeutic targets for HGSOC patients.https://doi.org/10.1186/s12967-025-06135-9
spellingShingle Yunjie Tian
Ruoyu Dong
Yingxia Guan
Ying Wang
Wei Zhao
Jun Zhang
Shan Kang
UBE2J1 is identified as a novel plasma cell-related gene involved in the prognosis of high-grade serous ovarian cancer
Journal of Translational Medicine
title UBE2J1 is identified as a novel plasma cell-related gene involved in the prognosis of high-grade serous ovarian cancer
title_full UBE2J1 is identified as a novel plasma cell-related gene involved in the prognosis of high-grade serous ovarian cancer
title_fullStr UBE2J1 is identified as a novel plasma cell-related gene involved in the prognosis of high-grade serous ovarian cancer
title_full_unstemmed UBE2J1 is identified as a novel plasma cell-related gene involved in the prognosis of high-grade serous ovarian cancer
title_short UBE2J1 is identified as a novel plasma cell-related gene involved in the prognosis of high-grade serous ovarian cancer
title_sort ube2j1 is identified as a novel plasma cell related gene involved in the prognosis of high grade serous ovarian cancer
url https://doi.org/10.1186/s12967-025-06135-9
work_keys_str_mv AT yunjietian ube2j1isidentifiedasanovelplasmacellrelatedgeneinvolvedintheprognosisofhighgradeserousovariancancer
AT ruoyudong ube2j1isidentifiedasanovelplasmacellrelatedgeneinvolvedintheprognosisofhighgradeserousovariancancer
AT yingxiaguan ube2j1isidentifiedasanovelplasmacellrelatedgeneinvolvedintheprognosisofhighgradeserousovariancancer
AT yingwang ube2j1isidentifiedasanovelplasmacellrelatedgeneinvolvedintheprognosisofhighgradeserousovariancancer
AT weizhao ube2j1isidentifiedasanovelplasmacellrelatedgeneinvolvedintheprognosisofhighgradeserousovariancancer
AT junzhang ube2j1isidentifiedasanovelplasmacellrelatedgeneinvolvedintheprognosisofhighgradeserousovariancancer
AT shankang ube2j1isidentifiedasanovelplasmacellrelatedgeneinvolvedintheprognosisofhighgradeserousovariancancer