{"title":"Study on the potential diagnostic value of metabolomics changes in different biological fluids for aspiration pneumonia.","authors":"Lianghui Chen, Yazhen Chen, Fansen Lin, Jianbao Wang, Hongzhi Gao, Yuqi Liu","doi":"10.1186/s12890-025-03519-x","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Aspiration pneumonia (AP) is a type of lung inflammation caused by the aspiration of food, oropharyngeal secretions, or gastric contents. This condition is particularly common in older adults and individuals with impaired swallowing or consciousness. While the diagnosis of AP relies on clinical history, swallowing assessments, and imaging, these methods have significant limitations, often leading to underdiagnosis or misdiagnosis. Reliable biomarkers for AP diagnosis are lacking, making early detection and treatment challenging.</p><p><strong>Methods: </strong>Nineteen patients diagnosed with pneumonia were included in this study, divided into two groups: AP (n = 10) and non-AP (n = 9). Biological fluid samples, including bronchoalveolar lavage fluid (BALF), saliva, serum, sputum, and urine, were analyzed using non-targeted liquid chromatography with tandem mass spectrometry (LC-MS/MS). Differential metabolites were identified using fold change analysis, statistical significance, and receiver operating characteristic (ROC) curve analysis to evaluate their diagnostic potential. Spearman correlation was used to examine the relationship between selected metabolites and clinical parameters.</p><p><strong>Results: </strong>Significant metabolic differences were found between AP and non-AP patients, with many different metabolites identified across biological fluids. Dehydroepiandrosterone sulfate (DHEAS), Androstenediol-3-sulfate (ADIOLS), and beta-muricholic acid were identified as key biomarkers through fold change analysis and ROC curve analysis, showing consistent increasing or decreasing trends in BALF, sputum, and serum samples. DHEAS was found to be negatively correlated with the Acute Physiology and Chronic Health Evaluation II (APACHE II) (r = - 0.619, p = 0.005) in BALF sample. The area under curve (AUC) values showed that these molecules could serve as effective biomarkers for AP.</p><p><strong>Conclusions: </strong>This study identifies DHEAS, ADIOLS and beta-muricholic acid as promising biomarkers for AP, with the potential to improve early diagnosis and treatment. These findings underscore the clinical value of metabolomics in developing diagnostic tools for AP, facilitating better clinical management and patient outcomes. Further research is required to validate these biomarkers in larger cohorts and explore their mechanistic roles in AP pathophysiology.</p>","PeriodicalId":9148,"journal":{"name":"BMC Pulmonary Medicine","volume":"25 1","pages":"60"},"PeriodicalIF":2.6000,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Pulmonary Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12890-025-03519-x","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"RESPIRATORY SYSTEM","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Aspiration pneumonia (AP) is a type of lung inflammation caused by the aspiration of food, oropharyngeal secretions, or gastric contents. This condition is particularly common in older adults and individuals with impaired swallowing or consciousness. While the diagnosis of AP relies on clinical history, swallowing assessments, and imaging, these methods have significant limitations, often leading to underdiagnosis or misdiagnosis. Reliable biomarkers for AP diagnosis are lacking, making early detection and treatment challenging.
Methods: Nineteen patients diagnosed with pneumonia were included in this study, divided into two groups: AP (n = 10) and non-AP (n = 9). Biological fluid samples, including bronchoalveolar lavage fluid (BALF), saliva, serum, sputum, and urine, were analyzed using non-targeted liquid chromatography with tandem mass spectrometry (LC-MS/MS). Differential metabolites were identified using fold change analysis, statistical significance, and receiver operating characteristic (ROC) curve analysis to evaluate their diagnostic potential. Spearman correlation was used to examine the relationship between selected metabolites and clinical parameters.
Results: Significant metabolic differences were found between AP and non-AP patients, with many different metabolites identified across biological fluids. Dehydroepiandrosterone sulfate (DHEAS), Androstenediol-3-sulfate (ADIOLS), and beta-muricholic acid were identified as key biomarkers through fold change analysis and ROC curve analysis, showing consistent increasing or decreasing trends in BALF, sputum, and serum samples. DHEAS was found to be negatively correlated with the Acute Physiology and Chronic Health Evaluation II (APACHE II) (r = - 0.619, p = 0.005) in BALF sample. The area under curve (AUC) values showed that these molecules could serve as effective biomarkers for AP.
Conclusions: This study identifies DHEAS, ADIOLS and beta-muricholic acid as promising biomarkers for AP, with the potential to improve early diagnosis and treatment. These findings underscore the clinical value of metabolomics in developing diagnostic tools for AP, facilitating better clinical management and patient outcomes. Further research is required to validate these biomarkers in larger cohorts and explore their mechanistic roles in AP pathophysiology.
背景:吸入性肺炎(AP)是一种因吸入食物、口咽分泌物或胃内容物而引起的肺部炎症。这种情况在老年人和吞咽功能受损或意识障碍者中尤为常见。虽然 AP 的诊断依赖于临床病史、吞咽评估和影像学检查,但这些方法都有很大的局限性,往往导致诊断不足或误诊。目前还缺乏诊断 AP 的可靠生物标志物,因此早期检测和治疗具有挑战性:本研究将 19 名确诊为肺炎的患者分为两组:AP 组(10 人)和非 AP 组(9 人)。生物液体样本包括支气管肺泡灌洗液(BALF)、唾液、血清、痰液和尿液,采用非靶向液相色谱-串联质谱法(LC-MS/MS)进行分析。通过折叠变化分析、统计显著性和接收器操作特征曲线(ROC)分析来确定差异代谢物,以评估其诊断潜力。Spearman 相关性用于研究选定代谢物与临床参数之间的关系:结果:发现 AP 患者和非 AP 患者之间存在显著的代谢差异,在各种生物液体中发现了许多不同的代谢物。通过折叠变化分析和 ROC 曲线分析,发现硫酸脱氢表雄酮(DHEAS)、3-硫酸雄烯二醇(ADIOLS)和β-甲基胆酸是关键的生物标记物,它们在 BALF、痰液和血清样本中呈现出一致的增减趋势。在 BALF 样本中,发现 DHEAS 与急性生理学和慢性健康评估 II(APACHE II)呈负相关(r = - 0.619,p = 0.005)。曲线下面积(AUC)值显示,这些分子可作为 AP 的有效生物标记物:本研究发现,DHEAS、ADIOLS 和 beta-muricholic酸是有希望成为 AP 生物标志物的分子,有望改善早期诊断和治疗。这些发现强调了代谢组学在开发 AP 诊断工具方面的临床价值,有助于改善临床管理和患者预后。要在更大的群体中验证这些生物标志物,并探索它们在 AP 病理生理学中的机理作用,还需要进一步的研究。
期刊介绍:
BMC Pulmonary Medicine is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of pulmonary and associated disorders, as well as related molecular genetics, pathophysiology, and epidemiology.