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February 5, 2026Frontiers in ImmunologyOpen Access

Soluble immune checkpoint proteins as predictive biomarkers for lymph node metastases in penile cancer

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Authors

DGDominik GlombikJCJessica CarlssonPKPeter Kirrander

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Implication

Findings reveal soluble immune checkpoint proteins as potential biomarkers for lymph node metastases in penile cancer, suggesting future research directions.

Key Points

  • This research aims to evaluate the potential of soluble immune checkpoint proteins as biomarkers for predicting lymph node metastases in penile cancer.
  • Measured levels of 14 soluble immune checkpoint proteins in plasma using ProcartaPlex immunoassays.
  • Analyzed data from 284 penile cancer patients and 45 cancer-free controls.
  • Divided patients into training (n=202) and test sets (n=82) for predictive modeling using logistic regression.
  • Achieved 77.5% accuracy in predicting lymph node metastases in the training set.
  • Sensitivity and specificity for the training set were 8.9% and 99.3%, respectively.
  • Validation in the test set yielded 62.2% accuracy with 17.9% sensitivity and 85.2% specificity.
  • Four immune checkpoint proteins showed significantly higher levels in penile cancer patients compared to controls.

Cite This Study

Glombik et al. (2026) studied this question.

synapsesocial.com/papers/698433a5f1d9ada3c1fb0e99https://doi.org/10.3389/fimmu.2026.1754254
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