SITP: A single cell bioinformatics analysis flow captures proteasome markers in the development of breast cancer

Methods. 2025 Jan:233:1-10. doi: 10.1016/j.ymeth.2024.11.011. Epub 2024 Nov 15.

Abstract

Single cell sequencing and related databases have been widely used in the exploration of cancer occurrence and development, but there is still no in-depth explanation of specific and complicated cellular protein modification processes. Ubiquitin-Proteasome System (UPS), as a specific and precise protein modification and degradation process, plays an important role in the biological functions of cancer cell proliferation and apoptosis. Proteasomes, vital multi-catalytic proteinases in eukaryotic cells, play a crucial role in protein degradation and contribute to tumor regulation. The 26S proteasome, part of the ubiquitin-proteasome system. In this study, we have enrolled a common SITP process including analysis of single cell sequencing to elucidate a flow that can capture typical proteasome markers in the oncogenesis and progression of breast cancer. PSMD11, a key component of the 26S proteasome regulatory particle, has been identified as a critical survival factor in cancer cells. Results suggest that PSMD11's rapid degradation is linked to acute apoptosis in cancer cells, making it a potential target for cancer treatment. Our study explored the potential mechanisms of PSMD11 in breast cancer development. The findings revealed the feasibility of disclosing ubiquitinating biomarkers from public database, as well as presented new evidence supporting PSMD11 as a potential therapeutic biomarker for breast cancer.

Keywords: Bioinformatics; Breast cancer; PSMD11; Proteasomes; Single cell analysis.

MeSH terms

  • Apoptosis / genetics
  • Biomarkers, Tumor* / genetics
  • Biomarkers, Tumor* / metabolism
  • Breast Neoplasms* / genetics
  • Breast Neoplasms* / metabolism
  • Breast Neoplasms* / pathology
  • Cell Line, Tumor
  • Computational Biology* / methods
  • Female
  • Humans
  • Proteasome Endopeptidase Complex* / metabolism
  • Single-Cell Analysis* / methods
  • Ubiquitin / metabolism

Substances

  • Proteasome Endopeptidase Complex
  • Biomarkers, Tumor
  • ATP dependent 26S protease
  • Ubiquitin