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
{"title":"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。","authors":"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","doi":"10.1245/s10434-025-17685-z","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Patients and methods: </strong>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.</p><p><strong>Results: </strong>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).</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":8229,"journal":{"name":"Annals of Surgical Oncology","volume":" ","pages":"7393-7399"},"PeriodicalIF":3.5000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Detection of Exhaled Volatile Organic Compounds as Noninvasive Biomarkers for Pancreatic Adenocarcinoma.\",\"authors\":\"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\",\"doi\":\"10.1245/s10434-025-17685-z\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>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.</p><p><strong>Patients and methods: </strong>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.</p><p><strong>Results: </strong>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).</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":8229,\"journal\":{\"name\":\"Annals of Surgical Oncology\",\"volume\":\" \",\"pages\":\"7393-7399\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Annals of Surgical Oncology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1245/s10434-025-17685-z\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/6/23 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of Surgical Oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1245/s10434-025-17685-z","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/6/23 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
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.
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.