학술논문

Serum Glycans as Risk Markers for Non–Small Cell Lung Cancer
Document Type
article
Source
Cancer Prevention Research. 9(4)
Subject
Biomedical and Clinical Sciences
Oncology and Carcinogenesis
Cancer
Prevention
Lung
Lung Cancer
Clinical Research
Aetiology
2.1 Biological and endogenous factors
Aged
Biomarkers
Tumor
Carcinoma
Non-Small-Cell Lung
Case-Control Studies
Female
Humans
Lung Neoplasms
Male
Mass Spectrometry
Middle Aged
Polysaccharides
Predictive Value of Tests
Protein Precursors
Pulmonary Surfactant-Associated Proteins
Randomized Controlled Trials as Topic
Risk Assessment
Risk Factors
Clinical Sciences
Oncology & Carcinogenesis
Clinical sciences
Oncology and carcinogenesis
Language
Abstract
Previous studies have suggested occurrence of altered serum glycan profiles in patients with lung cancer. Here, we aimed to determine the predictive value of serum glycans to distinguish non-small cell lung cancer (NSCLC) cases from controls in prediagnostic samples using a previously validated predictive protein marker pro-SFTPB, as anchor. Blinded prediagnostic serum samples were obtained from the Carotene and Retinol Efficacy Trial (CARET), and included a discovery set of 100 NSCLC cases and 199 healthy controls. A second test set consisted of 108 cases and 216 controls. Cases and controls were matched for age at baseline (5-year groups), sex, smoking status (current vs. former), study enrollment cohort, and date of blood draw. Serum glycan profiles were determined by mass spectrometry. Twelve glycan variables were identified to have significant discriminatory power between cases and controls in the discovery set (AUC > 0.6). Of these, four were confirmed in the independent validation set. A combination marker yielded AUCs of 0.74 and 0.64 in the discovery and test set, respectively. Four glycan variables exhibited significant incremental value when combined with pro-SFTPB compared with pro-SFTPB alone with AUCs of 0.73, 0.72, 0.72, and 0.72 in the test set, indicating that serum glycan signatures have relevance to risk assessment for NSCLC.