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Development and Validation of Tumor-educated Blood Platelets Integrin Alpha 2b (ITGA2B) RNA for Diagnosis and Prognosis of Non-small-cell Lung Cancer through RNA-seq.
- Source :
-
International journal of biological sciences [Int J Biol Sci] 2019 Jul 24; Vol. 15 (9), pp. 1977-1992. Date of Electronic Publication: 2019 Jul 24 (Print Publication: 2019). - Publication Year :
- 2019
-
Abstract
- Background: Currently, there are no molecular biomarkers for the early detection of non-small-cell lung cancer (NSCLC). This study focused on identifying RNAs found on tumor-educated blood platelets (TEPs) for detecting stage I NSCLC. Methods: Platelet RNAs, isolated from the blood of 9 patients with NSCLC (stages I and II) and 8 healthy controls, were analyzed using RNA-seq. ITGA2B was selected as a candidate marker. Two different Polymerase Chain Reactions (PCR) were used to measure ITGA2B in platelet samples from healthy controls (n = 150), patients with NSCLC (n = 243), and patients with benign pulmonary nodules (n = 141) in two cohorts. Results: Platelet ITGA2B levels were significantly higher ( p < 0.001) in patients with NSCLC than in all controls. The diagnostic accuracy of ITGA2B was area under the curve (AUC) of 0.922 [95% confidence interval (CI), 0.892-0.952], sensitivity of 92.8%, and specificity of 78.6% in the test cohort and 0.888, 91.2%, and 56.5% in the validation cohort for NSCLC by quantitative real time PCR (q-PCR). Furthermore, ITGA2B maintained diagnostic accuracy for patients with NSCLC using Droplet Digital PCR (ddPCR) and the other type of internal control, Ribosomal Protein L32 (RPL32) [ddPCR: 0.967 (0.929-1.000) and RPL32: 0.847(0.773-0.920)]. A nomogram incorporating ITGA2B, carcinoembryonic antigen (CEA) and stage could predict the overall survival (C-index = 0.756). Conclusions: TEP ITGA2B is a promising marker to improve identification of patients with stage I NSCLC and differentiate malignant from benign lung nodules.<br />Competing Interests: Competing Interests: The authors have declared that no competing interest exists.
- Subjects :
- Female
Humans
Integrin alpha2 genetics
Male
Middle Aged
P-Selectin genetics
P-Selectin metabolism
Real-Time Polymerase Chain Reaction
Sequence Analysis, RNA
Biomarkers, Tumor metabolism
Blood Platelets metabolism
Carcinoma, Non-Small-Cell Lung metabolism
Carcinoma, Non-Small-Cell Lung pathology
Integrin alpha2 metabolism
Lung Neoplasms metabolism
Lung Neoplasms pathology
Subjects
Details
- Language :
- English
- ISSN :
- 1449-2288
- Volume :
- 15
- Issue :
- 9
- Database :
- MEDLINE
- Journal :
- International journal of biological sciences
- Publication Type :
- Academic Journal
- Accession number :
- 31523198
- Full Text :
- https://doi.org/10.7150/ijbs.36284