Institute of Clinical Laboratory Diagnostics, Osijek University Hospital, Josipa Huttlera 4, 31 000 Osijek, Croatia, Phone: +385 31 511 650.
Faculty of Medicine, University of Osijek, Cara Hadrijana 10, 31000, Osijek, Croatia.
Clin Chem Lab Med. 2018 Jul 26;56(8):1328-1335. doi: 10.1515/cclm-2017-1157.
Carbohydrate sulfotransferases (CHST) were shown to be involved in carcinogenesis. The aim of the study was to assess the diagnostic value of serum CHST7 concentration in differentiation between lung cancer and non-malignant pulmonary inflammations.
Clinical case-control study involving 125 participants was conducted: the control group containing cases of pneumonia and chronic obstructive pulmonary disease was compared to the lung cancer group composed of primary and metastatic cancers. Serum concentrations of CHST7 and routinely used markers including carcinoembryonic antigen (CEA), cytokeratin fragment 21-1 (CYFRA 21-1) and neuron-specific enolase (NSE) were determined for each participant using immunochemical methods. Statistical association, receiver operating characteristic (ROC) analysis and cross-validation were used for the evaluation of CHST7 either as a standalone biomarker or as a part of a biomarker panel.
In comparison to the control group, serum CHST7 was elevated in lung cancer (p<0.001), but no differences between the overall stages of primary cancers were detected (p=0.828). The differentiation performance in terms of ROC area under curve (AUC) was 0.848 making CHST7 superior biomarker to the NSE (p=0.031). In comparison to CEA and CYFRA 21-1, the performance differences were not detected. CHST7 was not correlated to other biomarkers, and its addition to the routine biomarker panel significantly improved the cross-validated accuracy (85.6% vs. 75.2%) and ROC AUC (p=0.004) of the differentiation using a machine learning approach.
Serum CHST7 is a promising biomarker for the differentiation between lung cancer and non-malignant pulmonary inflammations.
碳水化合物磺基转移酶 (CHST) 被证明与癌症的发生有关。本研究旨在评估血清 CHST7 浓度在区分肺癌和非恶性肺部炎症中的诊断价值。
进行了一项包含 125 名参与者的临床病例对照研究:肺炎和慢性阻塞性肺疾病病例的对照组与原发性和转移性癌症组成的肺癌组进行比较。使用免疫化学方法测定每个参与者的血清 CHST7 浓度和常规使用的标志物,包括癌胚抗原(CEA)、细胞角蛋白片段 21-1(CYFRA 21-1)和神经元特异性烯醇化酶(NSE)。用于评估 CHST7 作为独立生物标志物或作为生物标志物组合一部分的统计关联、接受者操作特征(ROC)分析和交叉验证。
与对照组相比,肺癌患者的血清 CHST7 升高(p<0.001),但未检测到原发性癌症各期之间的差异(p=0.828)。ROC 曲线下面积(AUC)的区分性能为 0.848,使 CHST7 成为优于 NSE 的生物标志物(p=0.031)。与 CEA 和 CYFRA 21-1 相比,未检测到性能差异。CHST7 与其他生物标志物不相关,其添加到常规生物标志物组合中可显著提高使用机器学习方法进行区分的交叉验证准确性(85.6%对 75.2%)和 ROC AUC(p=0.004)。
血清 CHST7 是区分肺癌和非恶性肺部炎症的有前途的生物标志物。