Skip to content
Open access

PLK1/FOXM1-associated tumor-cell state and macrophage-related immune features in endometrial cancer

Aug 2026 · Frontiers in Oncology · Vol 16 · 0 citations · 41 references
Medicine

TL;DR

The PLK1/FOXM1-associated tumor-cell state may represent a distinct molecular feature associated with proliferative activity, invasive phenotypes, and macrophage-related immune features in EC and is highlighted in potential therapeutic directions for future investigation.

Abstract

Background Polo-like kinase 1 (PLK1) and forkhead box M1 (FOXM1) have been widely studied in various cancers; however, their expression characteristics in endometrial cancer (EC) and their potential association with tumor microenvironment remodeling remain insufficiently characterized. Methods This study integrated The Cancer Genome Atlas uterine corpus endometrial carcinoma cohort, Gene Expression Omnibus, pan-cancer transcriptomic data, Human Protein Atlas/Clinical Proteomic Tumor Analysis Consortium, and local immunohistochemistry data to evaluate PLK1 expression and clinicopathological relevance across transcriptomic, proteomic, and histopathological data. Differential expression, survival, gene-set enrichment, transcription-factor enrichment, and immune-infiltration analyses characterized PLK1-associated features. In vitro experiments combined EC cell lines AN3CA and HEC-1A with co-immunoprecipitation, Western blotting, Transwell assays, and a THP-1 conditioned-medium model. Drug-response prediction and structure-based analysis prioritized candidate therapeutic hypotheses. Results PLK1 was consistently upregulated at both mRNA and protein levels in EC and was associated with higher tumor grade and International Federation of Gynecology and Obstetrics (FIGO) stage. In survival analysis, higher PLK1 expression was associated with poorer overall survival in univariable models but not after adjustment for age, tumor grade, and FIGO stage. Functional enrichment analysis showed that PLK1-associated genes were mainly involved in cell-cycle and mitotic processes. FOXM1 was identified as a potential candidate component of the PLK1-associated transcriptional program and was positively correlated with PLK1 expression and cell-cycle-related features. In vitro experiments supported an interaction between PLK1 and FOXM1 and suggested that FOXM1 Thr600 phosphorylation-related alterations were associated with migration and invasion phenotypes. Furthermore, the PLK1/FOXM1-associated tumor-cell state was linked to macrophage-related immune features and changes in the M2-like marker profile of THP-1-derived macrophage-like cells. Drug response analyses suggested differential predicted sensitivity patterns in PLK1-high tumors, providing candidate therapeutic hypotheses for further validation. Conclusion The PLK1/FOXM1-associated tumor-cell state may represent a distinct molecular feature associated with proliferative activity, invasive phenotypes, and macrophage-related immune features in EC. This study provides preliminary evidence supporting the biological relevance of this molecular feature and highlights potential therapeutic directions for future investigation.

Read PDF

Similar papers

Open access Aug 2026

TPD52 promotes breast cancer cell migration, invasion and proliferation via activation of the MAPK/ERK signaling pathway

Elevated TPD52 expression was associated with longer overall survival in specific subgroups, including the basal-like subtype, invasive lobular carcinoma, and N0/N1 stages, and a random forest-based diagnostic model demonstrated high accuracy across multiple datasets.

J. Yu, Z. Zhu, R. Deng et al. · 0 citations
Open access Aug 2026

Single-cell transcriptomics deciphers cancer-associated fibroblast heterogeneity and immune regulatory mechanisms in the bladder cancer tumor microenvironment

Single-cell transcriptomics of publicly available BLCA data identifies two transcriptionally distinct fibroblast states in adjacent tissue and supports an exploratory ligand–receptor interaction framework, warranting prospective validation with primary CAF populations and adequately powered multi-specimen cohorts.

Yan-Dong He, Wen-Long Lu, Guan-Qun Ju et al. · 0 citations
Open access Aug 2026

Prognostic significance of ZNF695 in uterine corpus endometrial carcinoma: single-cell and immune infiltration analyses

Background Zinc Finger Protein 695 (ZNF695) has been reported as a prognostic indicator in several cancers; however, its clinical implications and functional contributions within uterine corpus endometrial carcinoma (UCEC) have not yet been elucidated. Herein, the prognostic significance of ZNF695 in UCEC and its poten...

Hui-Juan Jiang, Jun-Ling Zhu, Zhang Lei et al. · 0 citations
Open access Sep 2026

Integrated Pan-Cancer, Single-Cell, and Spatial Transcriptomic Analyses Identify ZDHHC12 as a Biomarker Associated with Macrophage Infiltration and the Immune Landscape in Glioma

Background The tumor immune microenvironment (TME) critically influences cancer progression and therapeutic response. However, the pan-cancer expression landscape, prognostic relevance, and spatial distribution of ZDHHC12 remain incompletely characterized. This study investigated the prognostic value of ZDHHC12 and its...

Chao Zhang, Da Teng, Yu Wang et al. · 0 citations
Open access Aug 2026

Multi-level Transcriptomic and Machine-learning Analyses Identify MZT1 as a Proliferation-associated Prognostic Marker in Lung Adenocarcinoma

MZT1 is a proliferation-associated marker that integrates clinical risk, transcriptional programs, cellular heterogeneity, and predictive modeling in LUAD, providing a potential framework for biomarker development and risk stratification.

Dahlak Daniel Solomon, Hui-Ru Lin, Yung-Kuo Lee et al. · 0 citations
Open access Aug 2026

PLAC8 participates in the prognosis regulation of breast cancer by regulating the infiltration of immune cells in the tumor microenvironment

Objective To investigate the mechanism of Placenta-specific 8 (PLAC8) in the tumor microenvironment (TME) of breast cancer. Methods Two single-cell RNA-seq datasets (GSE161529 for primary breast cancer, GSE150660 for leptomeningeal metastasis) were integrated to profile microenvironmental composition and PLAC8 expressi...

Meng-Qin Yu · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.