Development and Validation of a Nomogram Model for Prognostic Assessment in Primary Cervical Squamous Cell Carcinoma with Serum SCC Antigen Levels ≥10 ng/mL Using Inflammatory Biomarkers and Clinical Variables - Summary - MDSpire

Development and Validation of a Nomogram Model for Prognostic Assessment in Primary Cervical Squamous Cell Carcinoma with Serum SCC Antigen Levels ≥10 ng/mL Using Inflammatory Biomarkers and Clinical Variables

  • By

  • Yiwei Zhao

  • Chutong Zhao

  • Yujie Liu

  • Yuan Wang

  • Yunyan Zhang

  • Sijia Liu

  • March 7, 2026

  • 0 min

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Objective:

To develop and validate a multivariable prognostic model for patients with primary cervical cancer and elevated SCC-Ag levels (≥10 ng/mL), integrating inflammatory markers and clinical variables.

Key Findings:
  • Pretreatment SCC-Ag levels ≥10 ng/mL are associated with poor survival outcomes in cervical cancer.
  • Inflammatory markers and hematological indices can provide significant prognostic information.
  • The developed nomogram effectively stratifies risk and aids in personalized treatment planning.
Interpretation:

The nomogram offers a refined tool for predicting outcomes in patients with high SCC-Ag levels, potentially improving individualized treatment strategies.

Limitations:
  • Retrospective design may introduce selection bias.
  • External validation cohort was small and limited to a single center.
Conclusion:

The study successfully developed a prognostic nomogram that integrates inflammatory and clinical factors for patients with primary cervical cancer and high SCC-Ag levels, enhancing risk stratification and treatment personalization.

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