Kanellakis Nikolaos I, Antoun Elie, Cano-Gamez Kiki, Chu Julia, Manoharan Nikita, Berridge Georgina, Vendrell Iolanda, Zhang Zheqing, Corcoran John P, Elsheikh Alguili, Dong Tao, Fischer Roman, Whalley Justin P, Knight Julian C, Rahman Najib M
Nuffield Department of Medicine, Chinese Academy of Medical Sciences (CAMS) Oxford Institute, University of Oxford, Oxford, UK
Laboratory of Pleural Translational Research, CAMS Oxford Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
Eur Respir J. 2025 Jul 14;66(1). doi: 10.1183/13993003.00010-2025. Print 2025 Jul.
Pleural infection is a complex disease with poor clinical outcomes and increasing incidence worldwide, yet its biological endotypes remain unknown.
We analysed 80 pleural fluid samples from the PILOT study, a prospective study on pleural infection, using unlabelled mass spectrometry. A total of 449 proteins were retained after filtering. Unsupervised hierarchical clustering and Uniform Manifold Approximation and Projection analyses were used to cluster samples and pathway analysis was performed to identify the biological processes. Protein signatures as identified by the pathway analysis were compared to microbiology as defined by 16S rRNA next-generation sequencing. Spearman and exact Fischer's methods were used for correlation assessment.
Higher neutrophil degranulation was correlated with increased glycolysis (odds ratio (OR) 281, p<2.2×10) and pentose phosphate activation (OR 371.45, p<2.2×10). Samples dominated by exhibited higher neutrophil degranulation (OR 12.08, p=0.005), glycolysis (OR 11.4, p=0.006) and pentose phosphate activity (OR 12.82, p=0.004). Samples dominated by anaerobes and Gram-negative bacteria exhibited lower neutrophil degranulation (OR 0.15, p=0.01), glycolysis (OR 0.14, p=0.01) and pentose phosphate activity (OR 0.07, p=0.001). Increased activity of the liver and retinoid X receptors pathway was associated with lower risk of 1-year mortality (OR 0.24, p=0.04).
These findings suggest that pleural infection patients exhibit diverse responses of neutrophil-mediated immunity, glycolysis and pentose phosphate activation, which are associated with microbiology. Therapeutic targeting of the liver and retinoid X receptors pathway with agonists is a possible treatment approach.
胸膜感染是一种复杂疾病,临床预后较差,且在全球范围内发病率不断上升,但其生物学内型仍不明确。
我们使用未标记质谱分析法分析了PILOT研究中的80份胸腔积液样本,该研究是一项关于胸膜感染的前瞻性研究。过滤后共保留了449种蛋白质。采用无监督层次聚类和均匀流形逼近与投影分析对样本进行聚类,并进行通路分析以识别生物学过程。将通路分析确定的蛋白质特征与16S rRNA下一代测序定义的微生物学进行比较。采用Spearman法和精确Fischer法进行相关性评估。
中性粒细胞脱颗粒增加与糖酵解增加(优势比(OR)281,p<2.2×10)和磷酸戊糖激活增加(OR 371.45,p<2.2×10)相关。以 为主导的样本表现出更高的中性粒细胞脱颗粒(OR 12.08,p = 0.005)、糖酵解(OR 11.4,p = 0.006)和磷酸戊糖活性(OR 12.82,p = 0.004)。以厌氧菌和革兰氏阴性菌为主导的样本表现出较低的中性粒细胞脱颗粒(OR 0.15,p = 0.01)、糖酵解(OR 0.14,p = 0.01)和磷酸戊糖活性(OR 0.07,p = 0.001)。肝脏和视黄酸X受体通路活性增加与1年死亡率风险降低相关(OR 0.24,p = 0.04)。
这些发现表明,胸膜感染患者表现出中性粒细胞介导的免疫、糖酵解和磷酸戊糖激活的不同反应,这些反应与微生物学相关。使用激动剂对肝脏和视黄酸X受体通路进行治疗靶向可能是一种治疗方法。