呼气挥发性有机化合物作为胰腺腺癌无创生物标志物的检测。

IF 3.5 2区 医学 Q2 ONCOLOGY
Annals of Surgical Oncology Pub Date : 2025-10-01 Epub Date: 2025-06-23 DOI:10.1245/s10434-025-17685-z
Kyle R Stephens, Walter R Donica, Prejesh Philips, Robert C G Martin, Kelly M McMasters, Zhenzhen Xie, Kirsten Waits, Xiao-Fu, Toyokazu Endo, Victor Van Berkel, Tyler Jones, Maiying Kong, Michael E Egger, Charles R Scoggins
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引用次数: 0

摘要

背景:呼出的挥发性有机化合物(VOC)已显示出作为肺癌和肺部疾病的无创生物标志物的前景。本研究旨在评估VOC作为胰腺腺癌(PDAC)无创生物标志物的作用,并探讨VOC水平升高是否与肿瘤大小和癌抗原(CA)19-9水平等临床特征相关。患者和方法:共纳入25例PDAC患者和23例匹配的对照组。采用硅微反应器和超高效液相色谱-质谱(UHPLC-MS)对呼出气体进行收集和分析。单变量分析、Spearman相关性和惩罚回归(SCAD)以及接受者工作特征(ROC)曲线下面积(AUC)确定了顶级VOC生物标志物。通过亚组分析,将三种VOC浓度升高的患者与没有VOC浓度升高的患者进行比较,认为VOC浓度超过对照的第75百分位被认为升高。结果:五种VOC(庚酮、己醛、己酮、丙二醛和乙醛)在PDAC患者中持续且显著升高。惩罚回归和线性判别分析(LDA)确定了三种顶级VOC(乙醛,MDA,己酮),将PDAC与对照区分开,AUC为0.81。三种化合物水平均升高的患者肿瘤较小,CA19-9水平较低(p < 0.05)。结论:呼出的挥发性有机化合物,特别是己酮、乙醛和丙二醛的显著升高与PDAC有关。这些结果表明,挥发性有机化合物分析可能是一种新的、无创的胰腺癌早期检测方法。需要在更大的队列中进行进一步的研究来验证这些结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Detection of Exhaled Volatile Organic Compounds as Noninvasive Biomarkers for Pancreatic Adenocarcinoma.

Background: Exhaled volatile organic compounds (VOC) have shown promise as noninvasive biomarkers in lung cancer and pulmonary diseases. This study aimed to evaluate the role of VOC as a noninvasive biomarker for pancreatic adenocarcinoma (PDAC) and explore whether elevated VOC levels correlate with clinical characteristics such as tumor size and cancer antigen (CA)19-9 levels.

Patients and methods: A total of 25 patients with PDAC and 23 matched control subjects were enrolled. Exhaled breath was collected and analyzed using a silicon microreactor and ultra-high-performance liquid chromatography-mass spectrometry (UHPLC-MS). Univariate analyses, Spearman correlations, and penalized regression (SCAD), along with area under the receiver-operating characteristic (ROC) curves (AUC) identified the top VOC biomarkers. VOC concentrations exceeding the 75th percentile of controls were deemed elevated with subgroup analysis comparing patients with all three elevated VOC to those without.

Results: Five VOC (heptanone, hexanal, hexanone, malondialdehyde (MDA), and acetaldehyde) were consistently and significantly higher in patients with PDAC. The penalized regression and linear discriminant analysis (LDA) identified three top VOC (acetaldehyde, MDA, hexanone) that distinguished PDAC from controls with an AUC of 0.81. Patients exhibiting elevated levels of all three compounds had smaller tumors and lower CA19-9 levels (p < 0.05).

Conclusions: A distinctive profile of elevated exhaled VOC, particularly hexanone, acetaldehyde, and MDA, is associated with PDAC. These findings suggest that VOC analysis could be a novel, noninvasive method for early detection of pancreatic cancer. Further studies in larger cohorts are warranted to validate these results.

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来源期刊
CiteScore
5.90
自引率
10.80%
发文量
1698
审稿时长
2.8 months
期刊介绍: The Annals of Surgical Oncology is the official journal of The Society of Surgical Oncology and is published for the Society by Springer. The Annals publishes original and educational manuscripts about oncology for surgeons from all specialities in academic and community settings.
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