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MicroRNA Based Liquid Biopsy: The Experience of the Plasma miRNA Signature Classifier MSC for Lung Cancer Screening
Published on: October 26, 2017
Development of a Molecular Blood-Based Immune Signature Classifier as Biomarker for Risks Assessment in Lung Cancer
Orazio Fortunato1, Veronica Huber2, Miriam Segale1
1Tumor Genomics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
A novel blood test using immune cell profiles can improve lung cancer screening accuracy. This diagnostic tool aids in stratifying patients for low-dose CT screening, potentially reducing unnecessary procedures and enhancing cost-effectiveness.
Area of Science:
- Immunology
- Oncology
- Biomarker Discovery
Background:
- Low-dose CT (LDCT) screening improves lung cancer survival through early detection.
- Improved patient stratification is crucial for optimizing LDCT screening efficacy.
- Plasma miRNA signature classifiers (MSC) show promise in categorizing lung cancer risk.
Purpose of the Study:
- To characterize the peripheral immune profile in lung cancer patients.
- To develop a diagnostic immune signature classifier for blood testing in lung cancer screening.
- To enhance the accuracy of lung cancer risk stratification in screening populations.
Main Methods:
- Peripheral blood mononuclear cells (PBMCs) from lung cancer patients and controls were analyzed using flow cytometry.
- Multiplex panels assessed lymphoid and myeloid immune subsets.
- A qPCR-based gene expression signature of immune subsets was generated and validated.
Main Results:
- Specific immune cell subsets, including monocytic myeloid-derived suppressor cells (MDSC) and CD8+PD-1+ T cells, distinguished lung cancer patients from controls with high AUC values.
- A 14-immune gene expression signature demonstrated effectiveness in differentiating patients from controls.
- Subgroup analysis in MSC-negative subjects showed improved classifier performance.
Conclusions:
- An immune-based classifier can significantly enhance blood test accuracy for lung cancer detection.
- Systemic immunity plays a role in lung carcinogenesis, offering potential therapeutic targets.
- Integrating blood tests into LDCT screening can optimize resource allocation and reduce healthcare costs.
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