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不同生物体液代谢组学变化对吸入性肺炎的潜在诊断价值研究

Study on the potential diagnostic value of metabolomics changes in different biological fluids for aspiration pneumonia.

作者信息

Chen Lianghui, Chen Yazhen, Lin Fansen, Wang Jianbao, Gao Hongzhi, Liu Yuqi

机构信息

Department of Critical Care Medicine, Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, People's Republic of China.

Department of Neurosurgery, Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, People's Republic of China.

出版信息

BMC Pulm Med. 2025 Feb 4;25(1):60. doi: 10.1186/s12890-025-03519-x.

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.

摘要

背景

吸入性肺炎(AP)是一种由食物、口咽分泌物或胃内容物吸入引起的肺部炎症。这种情况在老年人以及吞咽或意识受损的个体中尤为常见。虽然AP的诊断依赖于临床病史、吞咽评估和影像学检查,但这些方法存在显著局限性,常常导致漏诊或误诊。目前缺乏用于AP诊断的可靠生物标志物,这使得早期检测和治疗具有挑战性。

方法

本研究纳入了19例诊断为肺炎的患者,分为两组:AP组(n = 10)和非AP组(n = 9)。使用非靶向液相色谱串联质谱(LC-MS/MS)分析生物流体样本,包括支气管肺泡灌洗液(BALF)、唾液、血清、痰液和尿液。通过倍数变化分析、统计学显著性和受试者工作特征(ROC)曲线分析来鉴定差异代谢物,以评估它们的诊断潜力。使用Spearman相关性分析来研究选定代谢物与临床参数之间的关系。

结果

在AP组和非AP组患者之间发现了显著的代谢差异,在多种生物流体中鉴定出许多不同的代谢物。通过倍数变化分析和ROC曲线分析,硫酸脱氢表雄酮(DHEAS)、3-硫酸雄烯二醇(ADIOLS)和β-鼠胆酸被确定为关键生物标志物,在BALF、痰液和血清样本中呈现出一致的升高或降低趋势。在BALF样本中发现DHEAS与急性生理与慢性健康状况评分系统II(APACHE II)呈负相关(r = -0.619,p = 0.005)。曲线下面积(AUC)值表明这些分子可作为AP的有效生物标志物。

结论

本研究确定DHEAS、ADIOLS和β-鼠胆酸为AP有前景的生物标志物,具有改善早期诊断和治疗的潜力。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,有助于更好的临床管理和患者预后。需要进一步研究以在更大队列中验证这些生物标志物,并探索它们在AP病理生理学中的作用机制。

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