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Multiplexed Immunofluorescence Analysis and Quantification of Intratumoral PD-1+ Tim-3+ CD8+ T Cells
Published on: February 8, 2018
CD27 expression is a clinically accessible biomarker for predicting immunotherapy response in melanoma
Peiyi Xia1, Huan Yang2, Pu Yu3
1Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
CD27 is a promising biomarker for predicting melanoma immunotherapy response. High CD27 expression in tumors correlates with better outcomes and outperforms PD-L1 in identifying patients who will benefit from treatment.
Area of Science:
- Oncology
- Immunology
- Biomarker Discovery
Background:
- Immunotherapy has revolutionized melanoma treatment, but identifying patients who will respond remains a challenge.
- Current biomarkers for predicting immunotherapy response in melanoma are limited.
- CD27, a member of the tumor necrosis factor receptor superfamily, plays a role in immune regulation.
Purpose of the Study:
- To evaluate CD27 as a predictive and prognostic biomarker for melanoma immunotherapy.
- To compare the efficacy of CD27 with PD-L1 as a biomarker in melanoma patients treated with immune checkpoint inhibitors.
Main Methods:
- Analysis of public transcriptomic datasets and a clinical cohort of advanced melanoma patients.
- Assessment of CD27 mRNA expression using quantitative real-time PCR (qRT-PCR).
- Evaluation of CD27 protein levels using immunohistochemistry (IHC) and multiplex immunofluorescence.
- Receiver operating characteristic (ROC) curve analysis to determine predictive performance (AUC).
Main Results:
- High CD27 mRNA expression correlated with immune checkpoint gene expression, increased immune infiltration, and favorable prognosis.
- CD27 demonstrated strong predictive performance in patients treated with immune checkpoint inhibitors (AUCs ranging from 0.659 to 0.763).
- In a clinical cohort, CD27 mRNA (AUC=0.688) and IHC (AUC=0.656) outperformed PD-L1 (AUC=0.460) in predicting response.
- CD27-positive tumors were associated with significantly longer progression-free survival.
- CD27 was found to be expressed in CD45RO+ memory T cells, indicating its role in anti-tumor immunity.
Conclusions:
- CD27 is a clinically actionable biomarker for predicting response to melanoma immunotherapy.
- CD27 exhibits superior predictive value compared to PD-L1 for identifying responders.
- CD27 positivity is linked to improved clinical outcomes in melanoma patients undergoing immunotherapy.
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