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一项前瞻性多中心研究,利用支气管肺泡灌洗液、血液宏基因组二代测序和外周血单个核细胞转录组学鉴定重症社区获得性肺炎的预后生物标志物和微生物谱。

Prospective multicenter study identifying prognostic biomarkers and microbial profiles in severe CAP using BALF, blood mNGS, and PBMC transcriptomics.

作者信息

Song Wanmei, Yang Qingyuan, Lv Hui, Lv Yingqi, Jiang Yanshan, Qu Jieming, Li Yanan

机构信息

Department of Pulmonary and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

Institute of Respiratory Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

出版信息

Sci Rep. 2025 May 9;15(1):16252. doi: 10.1038/s41598-025-00812-x.

DOI:10.1038/s41598-025-00812-x
PMID:40346111
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12064704/
Abstract

To identify potential biomarkers associated with the prognosis and severity of severe community-acquired pneumonia (SCAP), we conducted a multi-center prospective study from January 1, 2022, to December 31, 2023, enrolling 14 mild CAP and 75 SCAP patients in Shanghai, China. Patients underwent bronchoalveolar lavage fluid (BALF) and blood metagenomic next-generation sequencing (mNGS) as well as peripheral blood mononuclear cell (PBMC) transcriptomics. Among the 75 SCAP patients, 32 died within 30 days, with older age, a history of allergies, and comorbidities like cerebrovascular disease linked to worse outcomes. BALF mNGS showed greater microbial diversity, revealing a higher prevalence of pathogens, including Acinetobacter baumannii, Klebsiella pneumoniae, and Candida albicans, compared to mild CAP patients. RNA sequencing identified 431 differentially expressed genes in deceased SCAP patients, with significant alterations in immune pathways. Notably, microbial markers such as Pneumocystis jirovecii and viral markers like Human cytomegalovirus were associated with poor outcomes. Transcriptomic biomarkers, including otoferlin (OTOF), MS4A4A, and SIGLEC1, were identified as potential prognostic indicators for SCAP severity. GSEA and traditional GO/KEGG analyses identified key immune and metabolic pathways in SCAP (death) patients, including upregulation of complement activation, oxidative phosphorylation, nitrogen metabolism, while downregulation of adaptive immune response, hematopoietic cell lineage, and antigen processing pathways. These findings underscore the superiority of BALF mNGS over blood mNGS for pathogen detection, revealing microbial differences and transcriptomic alterations between mild and severe cases while identifying prognostic markers for SCAP treatment strategies.

摘要

为了确定与重症社区获得性肺炎(SCAP)的预后和严重程度相关的潜在生物标志物,我们于2022年1月1日至2023年12月31日开展了一项多中心前瞻性研究,在中国上海招募了14例轻症社区获得性肺炎(CAP)患者和75例SCAP患者。患者接受了支气管肺泡灌洗术(BALF)、血液宏基因组下一代测序(mNGS)以及外周血单个核细胞(PBMC)转录组学检测。在75例SCAP患者中,32例在30天内死亡,年龄较大、有过敏史以及患有脑血管疾病等合并症与较差的预后相关。与轻症CAP患者相比,BALF mNGS显示出更大的微生物多样性,揭示了包括鲍曼不动杆菌、肺炎克雷伯菌和白色念珠菌在内的病原体更高的流行率。RNA测序在死亡的SCAP患者中鉴定出431个差异表达基因,免疫途径有显著改变。值得注意的是,微生物标志物如耶氏肺孢子菌和病毒标志物如人巨细胞病毒与不良预后相关。转录组学生物标志物,包括 otoferlin(OTOF)、MS4A4A和SIGLEC1,被确定为SCAP严重程度的潜在预后指标。基因集富集分析(GSEA)和传统的基因本体论/京都基因与基因组百科全书(GO/KEGG)分析确定了SCAP(死亡)患者的关键免疫和代谢途径,包括补体激活、氧化磷酸化、氮代谢上调,而适应性免疫反应、造血细胞谱系和抗原加工途径下调。这些发现强调了BALF mNGS在病原体检测方面优于血液mNGS,揭示了轻症和重症病例之间的微生物差异和转录组改变,同时确定了SCAP治疗策略的预后标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/99f3/12064704/65fc419ac7dd/41598_2025_812_Fig6_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/99f3/12064704/65fc419ac7dd/41598_2025_812_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/99f3/12064704/f0f8d3af18b0/41598_2025_812_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/99f3/12064704/bcaf5ff75bf0/41598_2025_812_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/99f3/12064704/6021b96f5bf8/41598_2025_812_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/99f3/12064704/638ff5ccb0d2/41598_2025_812_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/99f3/12064704/eeb68497fc9a/41598_2025_812_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/99f3/12064704/65fc419ac7dd/41598_2025_812_Fig6_HTML.jpg

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Effect of Metagenomic Next-Generation Sequencing on Clinical Outcomes of Patients With Severe Community-Acquired Pneumonia in the ICU: A Multicenter, Randomized Controlled Trial.宏基因组下一代测序对重症监护病房中重症社区获得性肺炎患者临床结局的影响:一项多中心随机对照试验
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