Immunophenotypic analysis on circulating T cells for early diagnosis of lung cancer.

IF 9.5 2区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Biomarker Research Pub Date : 2024-12-26 DOI:10.1186/s40364-024-00713-7
Sung-Woo Lee, Young Ju Kim, Kyung Na Rho, Saei Jeong, Jeong Eun Noh, Hee-Ok Kim, Hyun-Ju Cho, Ju Sik Yun, In-Jae Oh, Jae-Ho Cho
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Abstract

The immune system continuously interacts with tumors, possibly leading to systemic alterations in circulating immune cells. However, the potential of these cancer-associated changes for diagnostic purposes remains poorly explored. To investigate this, we conducted a comprehensive flow cytometric analysis of 452 peripheral blood mononuclear cell (PBMC) samples from 206 non-small-cell lung cancer (NSCLC) patients, 100 small-cell lung cancer (SCLC) patients, 94 healthy individuals, and 52 benign lung disease (BLD) patients. We focused specifically on circulating T cells, given their close interaction with tumors, and initially assessed 93 T-cell features from the flow cytometric analysis. Using a feature selection protocol, we identified five T-cell features in peripheral blood with strong diagnostic relevance. Notably, while individual alterations in these features lacked cancer specificity, simultaneous alterations were uniquely indicative of lung cancer. To comprehensively analyze these features, we developed a scoring model, "IMmunoPhenotypic Analysis for Cancer deTection (IMPACT)." Comprehensive analysis using the five features (IMPACT-5) demonstrated high cancer specificity and biomarker efficacy, as evidenced by the high area under the receiver operating characteristic curve values for lung cancer patients (0.9187, 0.9277, and 0.9363 for stage I NSCLC, stage IV NSCLC, and SCLC patients, respectively), in stark contrast to BLD patients (0.5212). These findings suggest that comprehensive analysis of cancer-associated changes in circulating T cells can effectively detect lung cancer from its early stages, proposing immunophenotypic analysis of circulating T cells as an innovative liquid biopsy-based diagnostic biomarker.

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循环T细胞免疫表型分析在肺癌早期诊断中的应用。
免疫系统不断与肿瘤相互作用,可能导致循环免疫细胞的系统性改变。然而,这些与癌症相关的变化在诊断目的方面的潜力仍未得到充分探索。为了研究这一点,我们对来自206名非小细胞肺癌(NSCLC)患者、100名小细胞肺癌(SCLC)患者、94名健康个体和52名良性肺病(BLD)患者的452份外周血单个核细胞(PBMC)样本进行了全面的流式细胞分析。鉴于循环T细胞与肿瘤的密切相互作用,我们特别关注循环T细胞,并初步评估了流式细胞术分析中93种T细胞的特征。使用特征选择协议,我们确定了外周血中具有强诊断相关性的五个t细胞特征。值得注意的是,虽然这些特征的个体改变缺乏癌症特异性,但同时发生的改变是肺癌的唯一指示。为了全面分析这些特征,我们开发了一个评分模型,“癌症检测免疫表型分析(IMPACT)”。综合5个特征(IMPACT-5)分析,肺癌患者的患者工作特征曲线下面积高(一期NSCLC、四期NSCLC和SCLC患者分别为0.9187、0.9277和0.9363),与BLD患者(0.5212)形成鲜明对比,显示出较高的肿瘤特异性和生物标志物疗效。这些发现表明,综合分析循环T细胞中癌症相关的变化可以有效地从早期阶段检测肺癌,并提出循环T细胞的免疫表型分析作为一种创新的基于液体活检的诊断生物标志物。
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来源期刊
Biomarker Research
Biomarker Research Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
15.80
自引率
1.80%
发文量
80
审稿时长
10 weeks
期刊介绍: Biomarker Research, an open-access, peer-reviewed journal, covers all aspects of biomarker investigation. It seeks to publish original discoveries, novel concepts, commentaries, and reviews across various biomedical disciplines. The field of biomarker research has progressed significantly with the rise of personalized medicine and individual health. Biomarkers play a crucial role in drug discovery and development, as well as in disease diagnosis, treatment, prognosis, and prevention, particularly in the genome era.
期刊最新文献
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