Development and validation of a nomogram for predicting axillary reverse mapping lymph node metastasis in breast cancer patients - Scorecard - MDSpire

Creation and assessment of a nomogram for forecasting lymph node metastasis in breast cancer patients undergoing axillary reverse mapping

  • By

  • Xiaoli Kong

  • Fanchao Xu

  • Yiran Liang

  • Xiaoyan Li

  • Tingting Ma

  • Liyu Jiang

  • Qifeng Yang

  • July 21, 2026

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Clinical Scorecard: Creation and assessment of a nomogram for forecasting lymph node metastasis in breast cancer patients undergoing axillary reverse mapping

At a Glance

CategoryDetail
ConditionBreast Cancer
Key MechanismsAxillary reverse mapping (ARM) to preserve lymphatic drainage and reduce lymphedema risk.
Target PopulationBreast cancer patients undergoing surgery, specifically those at risk of lymph node metastasis.
Care SettingSurgical oncology

Key Highlights

  • ARM lymph nodes identified in 92.81% of patients with 23.24% showing metastasis.
  • Independent predictors of metastasis include menarche age ≤ 12 years and elevated fibrinogen.
  • Nomogram demonstrated excellent discrimination (AUC = 0.934) in development cohort.
  • Validation cohort showed acceptable discrimination (AUC = 0.826).
  • Study supports selective ARM node preservation to reduce lymphedema risk.

Guideline-Based Recommendations

Diagnosis

  • Use of a preoperative nomogram to predict ARM lymph node metastasis.

Management

  • Consideration of independent predictors in surgical planning.

Monitoring & Follow-up

  • Pathological examination of identified ARM lymph nodes.

Risks

  • Potential for ARM lymph nodes to harbor metastases.

Patient & Prescribing Data

Patients with stage I-III breast cancer undergoing axillary surgery.

Incorporation of inflammatory and tumor markers, imaging, and ARM anatomy in preoperative assessment.

Clinical Best Practices

  • Utilize ARM to protect upper limb lymphatic drainage during surgery.
  • Assess risk factors for lymph node metastasis preoperatively.

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