Wan Yu, Luo Wenfeng, Song Xiaoyu, Zhao Ying, Han Zeping, Shen Jian, Xie Fangmei, Li Yuguang, He Jinhua
Gastroenterology Department, The Affiliated Panyu Central Hospital, Guangzhou Medical University, Guangzhou, Guangdong, 511400, People's Republic of China.
Central Laboratory, The Affiliated Panyu Central Hospital, Guangzhou Medical University, Guangzhou, Guangdong, 511400, People's Republic of China.
J Inflamm Res. 2024 Dec 10;17:10755-10768. doi: 10.2147/JIR.S492356. eCollection 2024.
Circulating proteins secreted by tumors are an important source of cancer biomarkers. This study aims to investigate the changes in the content of tumor immune-related circulating proteins in peripheral blood from patients with colorectal cancer (CRC).
Olink's proximity extension assay was used to detect the levels of 92 tumor immune-related circulating proteins in peripheral blood from CRC patients. An enzyme-linked immunosorbent assay was performed to detect the levels of six proteins. Elastic network regression was used to establish the model, and the performance of the model was verified by multiple iterations of cross-validation.
The best serum protein signature that was composed of six proteins (IL7, CXCL12, IL10, IL15, CXCL1, and MCP-3) was selected. The area under the curve value of this signature was 0.9924 in the training set and 0.8992 in the total set. IL7 and IL15 levels were significantly higher in the ≥4 cm tumor volume group than in the <4 cm tumor volume group ( = 0.0113 and = 0.004, respectively). MCP-3 levels were significantly higher in the distant metastasis group than in the non-distant metastasis group ( =0.0465). There was a significant difference in MCP-3 levels among different tumor, node, metastasis stages ( = 0.0496). CXCL1 levels were positively correlated with the absolute count of basophils ( = 0.3220, = 0.0273), and IL10 levels were positively correlated with the absolute count of neutrophils ( = 0.38737, = 0.0078). CXCL1, IL7, and IL15 were independent prognostic factors of CRC (hazard ratio [HR] = 0.62, = 0.006; HR = 0.57, = 0.006; and HR = 0.64, = 0.011, respectively).
The best serum protein signature model (IL7, CXCL12, IL10, IL15, CXCL1, and MCP-3) was able to distinguish CRC patients from healthy controls. These proteins were also involved in the occurrence and development of CRC.
肿瘤分泌的循环蛋白是癌症生物标志物的重要来源。本研究旨在调查结直肠癌(CRC)患者外周血中肿瘤免疫相关循环蛋白含量的变化。
采用欧林克的邻近延伸分析检测CRC患者外周血中92种肿瘤免疫相关循环蛋白的水平。进行酶联免疫吸附测定以检测六种蛋白的水平。使用弹性网络回归建立模型,并通过多次交叉验证迭代验证模型的性能。
选择了由六种蛋白(IL7、CXCL12、IL10、IL15、CXCL1和MCP-3)组成的最佳血清蛋白特征。该特征在训练集中的曲线下面积值为0.9924,在总集中为0.8992。肿瘤体积≥4 cm组的IL7和IL15水平显著高于肿瘤体积<4 cm组(分别为P = 0.0113和P = 0.004)。远处转移组的MCP-3水平显著高于非远处转移组(P = 0.0465)。不同肿瘤、淋巴结、转移分期的MCP-3水平存在显著差异(P = 0.0496)。CXCL1水平与嗜碱性粒细胞绝对计数呈正相关(r = 0.3220,P = 0.0273),IL10水平与中性粒细胞绝对计数呈正相关(r = 0.38737,P = 0.0078)。CXCL1、IL7和IL15是CRC的独立预后因素(风险比[HR]分别为0.62,P = 0.006;HR = 0.57,P = 0.006;HR = 0.64,P = 0.011)。
最佳血清蛋白特征模型(IL7、CXCL12、IL10、IL15、CXCL1和MCP-3)能够区分CRC患者和健康对照。这些蛋白也参与了CRC的发生和发展。