Journal of International Medical Research · 2012 · 13 citations · 15 references
Life SciencesBiochemistryEndocrinologyEarly DetectionMass Spectrometric AnalysisProteomicsClinical ProteomicsMass Spectrometry Data AnalysisMass Spectrometry-based ProteomicsPeptide AnalysisPeptide IdentificationProteomic BiomarkersDecision Tree ClassificationEarly DiagnosisMass Spectrometry-based Protein IdentificationProtein BiomarkersProteomic Biomarker DiscoverySerum BiomarkersSerum Protein BiomarkersSerum Proteomics
OBJECTIVE: The early diagnosis of nonfunctioning pituitary adenoma (NFPA) is difficult. The objective of this study was to find specific protein biomarkers to aid in the early detection of NFPA. METHODS: Serum samples from 34 patients with NFPA and 34 age- and sex-matched healthy control subjects were analysed using surface-enhanced laser desorption/ionization time-of-flight mass spectrometry (SELDI-TOF-MS) technology. The spectra were generated, protein peak clustering was performed and classification analyses were carried out using a decision tree classification algorithm. RESULTS: Nine differentially expressed serum proteins were identified in the patients with NFPA compared with the control subjects. Both the sensitivity and specificity of the decision tree classification algorithm were 82.4% for NFPA. CONCLUSIONS: Nine new serum protein biomarkers for NFPA were identified. SELDI-TOF-MS coupled with data mining tools might provide a novel approach for the early diagnosis of NFPA and population screening for the disease.
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Clinically nonfunctioning pituitary tumors are monoclonal in origin.
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Medicine, Endocrinology, Genetics +17
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