Serum peptidome patterns for early screening of esophageal squamous cell carcinoma

食管鳞状细胞癌 医学 基底细胞 蛋白质组学 计算生物学 内科学 癌症 肿瘤科 生物信息学 生物 基因 遗传学
作者
Nai‐Jun Fan,Chunfang Gao,Guang Sheng Zhao,Xiuli Wang,Liang Qiao
出处
期刊:Biotechnology and Applied Biochemistry [Wiley]
卷期号:59 (4): 276-282 被引量:12
标识
DOI:10.1002/bab.1024
摘要

Abstract Esophageal squamous cell carcinoma (ESCC) is one of the most common cancers in the world. Early diagnosis is critical for guiding the therapeutic management of ESCC. The present study aims to determine serum peptidome patterns for diagnosing ESCC. To identify novel peptidome patterns for diagnosing ESCC, sera from 31 healthy volunteers and 32 ESCC patients were subjected to a comparative proteomic analysis using a ClinProt™ Kit combined with mass spectrometry (MS). This approach enables the determination of peptidome patterns that can differentiate between ESCC sera and sera from healthy volunteers. For further validation, the diagnostic and differential diagnostic capabilities of the peptidome patterns were verified blindly by using an independent group of sera, consisting of sera from 31 ESCC patients, 33 healthy volunteers, 38 colorectal patients, and 36 gastric cancer patients. A Quick Classifier Algorithm was used to construct the peptidome patterns for the identification of ESCC from the control samples. Five of the identified peaks at mass to charge ratios 759, 786, 1,866, 3,316, and 6,634 were used to construct the peptidome patterns with almost 100% accuracy. Furthermore, the peptidome patterns could also differentiate the validation group with high accuracy. These results suggest that the ClinProt™ Kit combined with MS achieves significantly high accuracy for ESCC diagnosis and differential diagnosis.
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