外周血单核细胞的多位点DNA甲基化改变可作为诊断AIS/I期肺腺癌的新型生物标记物:一项多中心队列研究。

IF 12.5 2区 医学 Q1 SURGERY International journal of surgery Pub Date : 2024-10-01 DOI:10.1097/JS9.0000000000002101
Peilong Li, Shibiao Liu, Tiantian Wang, Fang Wang, Juan Li, Qiuchen Qi, Shujun Zhang, Yan Xie, Jianping Li, Yongcai Zhu, Suli Yang, Guotao Yin, Xiaoyi He, Shijun Li, Huiting Xu, Mengqiu Xiong, Guanghua Li, Yi Zhang, Lutao Du, Chuanxin Wang
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引用次数: 0

摘要

背景:早期诊断仍然是改善肺腺癌(LUAD)预后的障碍。外周血单核细胞(PBMCs)中的 DNA 甲基化变化可反映肿瘤发生过程中的免疫反应,从而为基于免疫细胞图谱的癌症早期诊断提供理论依据:这项多中心研究根据九个医疗中心 1115 人的 PBMCs 样本评估了 DNA 甲基化模式。使用 Illumina 850K 芯片对发现队列(35 名 LUAD 患者和 50 名健康对照)中的 PBMCs 进行了全基因组 DNA 甲基化分析。通过热释光测序和多靶区甲基化富集测序(MTRMES),在两步DMPs筛选队列(65名LUAD患者和80名健康对照)中筛选并验证了候选的差异甲基化CpG位点(DMPs)。然后,在训练集中构建了基于多位点甲基化特异性芯片数字 PCR 的早期 LUAD 诊断面板(LDP 评分),并在 LDP 评分开发队列(389 名 AIS/ I 期 LUAD 患者和 293 名健康对照)的验证集中进行了确认。此外,我们还纳入了 157 例其他癌症患者,包括 52 例胃癌(GC)患者、50 例乳腺癌(BC)患者和 55 例结直肠癌(CRC)患者,以评估 LDP 评分的特异性。此外,我们还在一个前瞻性队列(46名LC高危人群)中评估了LDP评分对LUAD的早期预警能力:结果:共发现了 1415 个 LUAD 特异性 DMPs。结果:共鉴定出 1415 个 LUAD 特异性 DMPs,然后选择了 6 个 DMPs 进行验证,最终验证了 3 个 DMPs。结合三个 DMPs、年龄和性别构建了 LDP 评分,其 AUC 为 0.916,灵敏度为 88.17%,特异度为 80.20%,优于 CEA 和 CT 等传统方法(检出率:87.79% 对 4.69%;87.79% 对 35.21%)。这种诊断性能在具有临床挑战的 LUAD 亚型中得到了证实,如 6-20 mm LUAD(AUC:0.914,95%CI:0.889-0.934)和磨玻璃结节(AUC:0.916,95%CI:0.889-0.938)。重要的是,我们的 LDP 评分在选择应接受低剂量计算机断层扫描的高危人群方面有显著改善(87.80% 对 9.28%)。值得注意的是,在我们的前瞻性队列中,LDP评分可以在临床诊断前两年左右预测LUAD:结论:新开发的 LDP 评分是检测 AIS/ I 期 LUAD 的一种方便有效的检测方法,具有很高的灵敏度和特异性,与传统的检测方法相比具有独特的优势。
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Multi-site DNA methylation alterations of peripheral blood mononuclear cells serve as novel biomarkers for the diagnosis of AIS/stage I lung adenocarcinoma: A multi-center cohort study.

Background: Early diagnosis remains an obstacle for improving the outcome of lung adenocarcinoma (LUAD). DNA methylation changes in peripheral blood mononuclear cells (PBMCs) could reflect immune response to tumorigenesis, providing the theoretical basis for early cancer diagnosis based on immune cell profiling.

Methods: This multi-center study evaluated the DNA methylation patterns based on PBMCs samples from 1115 individuals at nine medical centers. Genome-wide DNA methylation profiling of PBMCs in a discovery cohort (35 LUAD patients and 50 healthy controls) was performed using Illumina 850K microarray. Candidate differentially methylated CpG positions (DMPs) were selected and validated in a two-step DMPs screening cohort (65 LUAD patients and 80 healthy controls) by pyrosequencing and multiple target region methylation enrichment sequencing (MTRMES). Then, an early LUAD Diagnostic Panel (LDP score) based on multi-site methylation-specific chip-based digital PCR was constructed in a training set and then confirmed in a validation set from the LDP score development cohort (389 AIS/stage I LUAD patients and 293 healthy controls). Besides, we included 157 other cancer patients, including 52 gastric cancer (GC) patients, 50 breast cancer (BC) patients, and 55 colorectal cancer (CRC) patients to assess the specificity of LDP score. In addition, we also evaluated the early warning ability of LDP score for LUAD in a prospective cohort (46 people who were at high-risk of developing LC).

Results: A total of 1415 LUAD-specific DMPs were identified. Then, six DMPs were selected for validation and three DMPs were finally verified. The LDP score was constructed by combining the three DMPs, age, and gender, and showed an AUC of 0.916, sensitivity of 88.17%, and specificity of 80.20% in combined set, outperforming traditional methods, such as CEA and CT (detection rate: 87.79% vs. 4.69%; 87.79% vs. 35.21%). This diagnostic performance was confirmed in sub-types of LUAD with clinical challenges, such as 6-20 mm LUAD (AUC: 0.914, 95%CI: 0.889-0.934) and ground-glass nodules (AUC: 0.916, 95%CI: 0.889-0.938). Importantly, our LDP score had significant improvement in terms of selecting high-risk individuals who should receive low-dose computed tomography (87.80% vs. 9.28%). Remarkably, LDP score could predict LUAD around two years before clinical diagnosis in our prospective cohort.

Conclusions: The novel developed LDP score represented a convenient and effective assay for the detection of AIS/stage I LUAD with high sensitivity and specificity, and had demonstrated unique advantages over traditional detection methods.

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来源期刊
CiteScore
17.70
自引率
3.30%
发文量
0
审稿时长
6-12 weeks
期刊介绍: The International Journal of Surgery (IJS) has a broad scope, encompassing all surgical specialties. Its primary objective is to facilitate the exchange of crucial ideas and lines of thought between and across these specialties.By doing so, the journal aims to counter the growing trend of increasing sub-specialization, which can result in "tunnel-vision" and the isolation of significant surgical advancements within specific specialties.
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