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Updated: Mar 14, 2026

Analysis of Lymph Node Volume by Ultra-High-Frequency Ultrasound Imaging in the Braf/Pten Genetically Engineered Mouse Model of Melanoma
Published on: September 8, 2021
Sentinel Lymph Node Genes to Predict Prognosis in Node-Positive Melanoma Patients
Hongying Hao1, Deyi Xiao1, Jianmin Pan2
1Department of Surgery, University of Louisville School of Medicine, Louisville, KY, USA.
A new two-gene signature in sentinel lymph nodes (SLNs) can identify high-risk melanoma patients. This discovery aids personalized treatment decisions for stage III melanoma, improving risk stratification beyond current staging systems.
Area of Science:
- Oncology
- Genomics
- Melanoma Research
Background:
- Melanoma patients with positive sentinel lymph nodes (SLNs) face heterogeneous prognoses despite Stage III classification.
- Current adjuvant therapies are toxic and expensive, with variable efficacy for this patient group.
Purpose of the Study:
- To identify a gene signature within SLNs for improved risk stratification of melanoma patients with tumor-positive SLNs.
- To develop a more precise prognostic tool beyond existing staging methods.
Main Methods:
- Microarray analysis screened SLN genes in recurrence vs. non-recurrence groups.
- Quantitative RT-PCR validated gene expression in an independent cohort.
- Prognostic accuracy was assessed using AUC and compared to AJCC staging.
Main Results:
- A two-gene signature (PIGR and TFAP2A) demonstrated high prognostic accuracy (AUC=0.864) in SLN-positive melanoma.
- These genes, combined with clinicopathological features, differentiated high- and low-risk patient groups.
Conclusions:
- The identified two-gene SLN signature offers a novel tool for personalized risk assessment in node-positive melanoma.
- This approach may refine treatment decisions and improve patient outcomes.
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