m5C related-regulator-mediated methylation modification patterns and prognostic significance in breast cancer
5-Methylcytosine (m<sup>5</sup>C) is closely associated with cancer. However, the role of m<sup>5</sup>C in breast cancer(BC)remains unclear. This study combined single-cell RNA sequencing (scRNA-Seq) and transcriptomics datasets to screen m<sup>5</sup>C regulators associated with BC progression and analyze their clinical values. Firstly, This study elucidates the mechanisms of the m<sup>5</sup>C landscape and the specific roles of m<sup>5</sup>C regulators in BC patients. we found that the dysregulation of m<sup>5</sup>C regulators with m<sup>5</sup>Cscore play the essential role of the carcinogenesis and progression in epithelial cells and myeloid cells of BC at single cell level. External validation was conducted using an independent scRNA-Seq datasets. Then, three distinct m<sup>5</sup>C modification patterns were identified by transcriptomics datasets. Based on the m<sup>5</sup>C differentially expressed regulators, the m<sup>5</sup>Cscore was constructed, and used to divide patients with BC into high and low m<sup>5</sup>Cscore groups. Patients with a high m<sup>5</sup>Cscore had more abundant immune cell infiltration, stronger antitumor immunity, and better prognoses. Finally, Quantitative real-time (PCR) and immunohistochemistry were used for the in vitro experimental validation, which had extensive prognostic value. In this study, we aimed to assess the expression of m<sup>5</sup>C regulators involved in BC and investigate their correlation with the tumor microenvironment, clinicopathological characteristics, and prognosis of BC. The m<sup>5</sup>C regulators could be used to effectively assess the cell specific regulation prognosis of patients with BC and develop more effective immunotherapy strategies.
Authors
- Guangwen Zhang (ORCID: https://orcid.org/0000-0003-2257-151X)
- Fucheng Wang (ORCID: https://orcid.org/0000-0002-5128-9882)
- Xinpei Wu
- Chenquan Li
- Yinyi Luo
- Jie Hou (ORCID: https://orcid.org/0000-0003-2349-9230)
- Wei Wang (ORCID: https://orcid.org/0000-0001-7005-7748)
- Zhe Wang (ORCID: https://orcid.org/0000-0001-5407-4230)
- Wendi Guo
- Shiming Wang (ORCID: https://orcid.org/0000-0003-3222-3914)
- Jinpeng Li (ORCID: https://orcid.org/0000-0002-6226-8956)
- Cheng Chen (ORCID: https://orcid.org/0000-0002-0242-9332)
- Sanyuan Zhang
Institutions
- Shanxi Medical University (CN)
- Nankai University (CN)
- First Hospital of Shanxi Medical University (CN)
- Second Hospital of Shanxi Medical University (CN)
- Fourth People's Hospital of Taiyuan (CN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2024-11-11
- DOI
- https://doi.org/10.1038/s41598-024-77389-4
- Primary Topic
- RNA modifications and cancer
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- China Postdoctoral Science Foundation
- Natural Science Foundation of Shanxi Province
- Shanxi Medical University
- Shanxi Provincial Key Research and Development Project