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Semi-automatic PD-L1 Characterization and Enumeration of Circulating Tumor Cells from Non-small Cell Lung Cancer Patients by Immunofluorescence
Published on: August 14, 2019
Multiple marker detection in peripheral blood for NSCLC diagnosis
Paola Ulivi1, Laura Mercatali, Gian-Luca Casoni
1Biosciences Laboratory, IRCCS Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori, Meldola, Italy. p.ulivi@irst.emr.it
Plos One
|March 8, 2013
Summary
Early lung cancer detection is improved by a new blood test. This non-invasive test uses free circulating DNA and specific mRNA markers to accurately identify non-small cell lung cancer (NSCLC) in patients.
Area of Science:
- Oncology
- Molecular Diagnostics
- Biomarker Discovery
Background:
- Early detection of lung cancer is crucial for improving patient prognosis.
- Current diagnostic methods can be invasive or lack sensitivity for early-stage disease.
- Non-small cell lung cancer (NSCLC) is the most common type of lung cancer.
Purpose of the Study:
- To evaluate the diagnostic accuracy of a panel of peripheral blood markers for detecting NSCLC.
- To assess the potential of non-invasive biomarkers for early lung cancer diagnosis.
Main Methods:
- A study involving 100 healthy donors and 100 NSCLC patients.
- Analysis of free circulating DNA and mRNA expression of PADI4, PPBP, and haptoglobin using Real-Time PCR.
- Statistical analysis including logistic regression and ROC curve analysis.
Main Results:
- Significantly higher levels of free circulating DNA, PADI4, PPBP, and haptoglobin were observed in NSCLC patients compared to healthy donors.
- A logistic regression model showed a significant association between marker expression and lung cancer risk.
- A combination of free DNA, PPBP, and PADI4 achieved an area under the ROC curve of 0.93 with over 90% sensitivity and specificity.
Conclusions:
- A non-invasive multimarker approach using free circulating DNA, PPBP, and PADI4 shows high accuracy in discriminating between NSCLC patients and healthy individuals.
- This approach holds promise for the diagnostic or screening workup of suspected lung cancer.
- Further research is warranted to validate its clinical utility.

