AI Article Synopsis

  • The study investigates how tumor purity affects immune function and prognosis in gynecological cancers, particularly cervical squamous cell carcinoma and endocervical adenocarcinoma.
  • The researchers used various sophisticated methods to analyze cancer datasets, determine tumor purity, and assess its relationships with immune cell infiltration and cancer outcomes.
  • Findings indicate that lower tumor purity correlates with better immune responses and prognosis, suggesting that patients with low-risk profiles may respond better to immunotherapy, offering insights for future clinical approaches to treatment.

Article Abstract

Background: Tumor purity plays a vital role in the biological process of solid tumors, but its function in gynecologic cancers remains unclear. This study explored the correlation between tumor purity and immune function of gynecological cancers and its reliability as a prognostic indicator of immunotherapy.

Methods: Gynecological cancer-related datasets were downloaded from The Cancer Genome Atlas (TCGA). Tumor purity was calculated by the ESTIMATE algorithm. A LASSO Cox regression analysis was performed to construct the risk score model. A Kaplan-Meier Plotter was used to explore the relationships between tumor purity and cancer prognosis. We performed the Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Set Enrichment Analysis (GSEA) to explore the pathways in the subgroups. A nomogram was used to quantitatively assess the cancer prognosis.

Results: Tumor purity was negatively correlated with B cell infiltration in cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC). Approximately 420 genes were positively associated with B cell infiltration and CESC prognosis and were enriched in immune-related signaling pathways. There were 11 key genes used to construct a risk score model. The low-risk group had a higher immune score and better prognosis than the high-risk group. A nomogram based on risk score, T stage, and clinical-stage had good predictive value in quantitatively evaluating CESC prognosis.

Conclusions: This study is the first to reveal the correlation between tumor purity and immunity in CESC and suggests that low-risk patients may be more sensitive to immunotherapy. This provides a theoretical basis for the clinical treatment of CESC.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8660621PMC
http://dx.doi.org/10.18632/aging.203714DOI Listing

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