Development and internal validation of a prognostic nomogram incorporating F-NLR and HAGR scores in patients with oral squamous cell carcinoma: a single-center retrospective cohort study - Scorecard - MDSpire

Development and internal validation of a prognostic nomogram incorporating F-NLR and HAGR scores in patients with oral squamous cell carcinoma: a single-center retrospective cohort study

  • By

  • Yunqi Chen

  • Zhiqiang Pan

  • Luwen Song

  • Zhenghao Ma

  • Kai Hu

  • Mo Chen

  • Dongkun Yang

  • Jiancheng Li

  • Lina Jiang

  • July 2, 2026

  • 0 min

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Clinical Scorecard: Creation and internal validation of a prognostic nomogram utilizing F-NLR and HAGR scores for patients diagnosed with oral squamous cell carcinoma: a retrospective cohort analysis from a single center

At a Glance

CategoryDetail
ConditionOral Squamous Cell Carcinoma (OSCC)
Key MechanismsIntegration of F-NLR and HAGR scores with traditional clinical parameters for prognostic evaluation.
Target PopulationPatients diagnosed with OSCC undergoing radical surgical resection.
Care SettingSingle center retrospective cohort study.

Key Highlights

  • Nomogram predicts 1-, 3-, and 5-year cancer-specific survival rates.
  • C-index of 0.73 indicates acceptable model discrimination.
  • F-NLR and HAGR scores identified as independent prognostic factors.
  • Calibration plots show high consistency between predicted and actual survival.
  • Internal validation suggests potential for individualized risk stratification.

Guideline-Based Recommendations

Diagnosis

  • Utilize TNM staging system for initial assessment.
  • Consider F-NLR and HAGR scores for enhanced prognostic evaluation.

Management

  • Incorporate nomogram findings into clinical decision-making for OSCC.

Monitoring & Follow-up

  • Regular follow-up based on nomogram predictions for survival.

Risks

  • Consider the impact of age, history of precancerous lesions, and postoperative therapy on prognosis.

Patient & Prescribing Data

292 patients with OSCC.

Radical surgical resection followed by consideration of adjuvant therapy based on nomogram results.

Clinical Best Practices

  • Integrate systemic inflammatory and nutritional markers in prognostic assessments.
  • Utilize nomograms for individualized patient risk stratification.

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