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Song W, Yang Q, Lv H, Lv Y, Jiang Y, Qu J, Li Y. Prospective multicenter study identifying prognostic biomarkers and microbial profiles in severe CAP using BALF, blood mNGS, and PBMC transcriptomics. Sci Rep 2025; 15:16252. [PMID: 40346111 PMCID: PMC12064704 DOI: 10.1038/s41598-025-00812-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Accepted: 04/30/2025] [Indexed: 05/11/2025] Open
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.
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Affiliation(s)
- Wanmei Song
- 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
- Shanghai Key Laboratory of Emergency Prevention, Diagnosis and Treatment of Respiratory Infectious Diseases, Shanghai, China
| | - Qingyuan Yang
- 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
- Shanghai Key Laboratory of Emergency Prevention, Diagnosis and Treatment of Respiratory Infectious Diseases, Shanghai, China
| | - Hui Lv
- Department of Critical Care Medicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 201620, China
| | - Yingqi Lv
- 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
- Shanghai Key Laboratory of Emergency Prevention, Diagnosis and Treatment of Respiratory Infectious Diseases, Shanghai, China
| | - Yanshan Jiang
- 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
- Shanghai Key Laboratory of Emergency Prevention, Diagnosis and Treatment of Respiratory Infectious Diseases, Shanghai, China
| | - Jieming Qu
- 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
- Shanghai Key Laboratory of Emergency Prevention, Diagnosis and Treatment of Respiratory Infectious Diseases, Shanghai, China
| | - Yanan Li
- 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.
- Shanghai Key Laboratory of Emergency Prevention, Diagnosis and Treatment of Respiratory Infectious Diseases, Shanghai, China.
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Schattner A. The Wide Spectrum of Presentations of Cytomegalovirus Infection in Immunocompetent Hosts: An Exhaustive Narrative Review. Pathogens 2024; 13:667. [PMID: 39204267 PMCID: PMC11357360 DOI: 10.3390/pathogens13080667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 07/09/2024] [Accepted: 07/26/2024] [Indexed: 09/03/2024] Open
Abstract
CMV is a ubiquitous DNA virus that establishes infection and results in 40-100% seropositivity. Viral replication occurs following an acquired primary infection (or reinfection) or by the reactivation of life-long latency. In immunocompetent patients, CMV infection is mostly asymptomatic or mild and self-limited. However, an extensive review of the literature published up to April 2024 reveals that despite immunocompetence, CMV can cause a very large variety of clinical syndromes in any part of the gastrointestinal tract (the most common pattern), the central or peripheral nervous system, and the eyes, as well as hematological, pulmonary, cardiac, and cutaneous disease. Not uncommonly, more than one system is involved, and though the disease is often self-limited, treatment with intravenous ganciclovir or oral valganciclovir may be required, and in isolated cases, fatalities may occur. Thus, a potential CMV infection should be considered in the differential of myriad syndromes in non-immunocompromised patients. Associated systemic symptoms (fever, sweats, and weight loss), lymphocytosis, and hepatitis are not uncommon and can be a useful clue. Some populations, such as critically ill patients in intensive care, pregnant women, elderly patients, and those with inflammatory bowel disease, may be more susceptible. Moreover, the potential of past, latent CMV infection (i.e., CMV seropositivity) to be associated with significant cardiovascular morbidity and all-cause mortality years later is intriguing and requires further study. All these data indicate the outstanding importance of developing a vaccine against CMV, which hopefully will become available in the foreseeable future. Meanwhile, a solid diagnosis of active CMV infection can be quickly established (or ruled out) by widely available serology tests and PCR amplification, and clinicians in all disciplines need to be more aware of the diverse guises of CMV infection and remember to consider it in any host, including an immunocompetent one.
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Affiliation(s)
- Ami Schattner
- The Faculty of Medicine, Hebrew University Hadassah Medical School, Ein Kerem, Jerusalem 91120, Israel
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Diaz-Decaro J, Myers E, Mucha J, Neumann M, Lewandowski W, Kaczanowska M, Schmidt E, Natenshon A, Talarico C, Buck PO. A systematic literature review of the economic and healthcare resource burden of cytomegalovirus. Curr Med Res Opin 2023; 39:973-986. [PMID: 37395088 DOI: 10.1080/03007995.2023.2222583] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 05/22/2023] [Accepted: 06/05/2023] [Indexed: 07/04/2023]
Abstract
OBJECTIVE Cytomegalovirus (CMV) can infect individuals at any age, including infants, who may contract it from infected mothers (congenital CMV [cCMV]). Whereas CMV infection is typically asymptomatic or causes mild illness in healthy individuals, infection can result in severe outcomes in immunocompromised individuals and in infants with cCMV. This systematic review aims to characterize the economic impact of CMV and cCMV infections. METHODS Medline, Embase, and LILACS databases were searched for publications reporting the economic impact of cCMV and CMV infections across all age groups. Manuscripts published between 2010 and 2020 from Australia, Latin America, Canada, Europe, Israel, Japan, the United States, and global (international, worldwide) studies were included; congress materials were excluded. Outcomes of interest included cCMV- and CMV-attributable direct costs/charges, resource utilization, and indirect/societal costs. RESULTS Of 751 records identified, 518 were excluded based on duplication, population, outcome, study design, or country. Overall, 55 articles were eligible for full-text review; 25 were further excluded due to population, outcome, study design, or congress abstract. Two publications were additionally identified, resulting in economic impact data compiled from 32 publications. Of these, 24 publications reported cost studies of cCMV or CMV, including evaluation of direct costs/charges, healthcare resource utilization, and indirect/societal costs, and 7 publications reported economic evaluations of interventions. The populations, methods and outcomes used across these studies varied widely. CONCLUSIONS CMV and cCMV infections impose a considerable economic impact on different countries, populations, and outcomes. There are substantial evidence gaps where further research is warranted.
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Affiliation(s)
| | - Evan Myers
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, USA
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Detection and Real-Time Monitoring of LDL-Cholesterol by Redox-Free Impedimetric Biosensors. BIOCHIP JOURNAL 2022. [DOI: 10.1007/s13206-022-00058-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Chung B, Park C, Cho SY, Shin J, Shin S, Yim SH, Lee DG, Chung YJ. Multiplex identification of sepsis-causing Gram-negative pathogens from the plasma of infected blood. Electrophoresis 2017; 39:645-652. [PMID: 29193166 DOI: 10.1002/elps.201700405] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Accepted: 11/16/2017] [Indexed: 11/09/2022]
Abstract
Early and accurate detection of bacterial pathogens in the blood is the most crucial step for sepsis management. Gram-negative bacteria are the most common organisms causing severe sepsis and responsible for high morbidity and mortality. We aimed to develop a method for rapid multiplex identification of clinically important Gram-negative pathogens and also validated whether our system can identify Gram-negative pathogens with the cell-free plasm DNA from infected blood. We designed five MLPA probe sets targeting the genes specific to major Gram-negative pathogens (uidA and lacY for E. coli, ompA for A. baumannii, phoE for K. pneumoniae, and ecfX for P. aeruginosa) and one set targeting the CTX-M group 1 to identify the ESBL producing Gram-negative pathogens. All six target-specific peaks were clearly separated without any non-specific peaks in a multiplex reaction condition. The minimum detection limit was 100 fg of pathogen DNA. When we tested 28 Gram-negative clinical isolates, all of them were successfully identified without any non-specific peaks. To evaluate the clinical applicability, we tested seven blood samples from febrile patients. Three blood culture positive cases showed E. coli specific peaks, while no peak was detected in the other four culture negative samples. This technology can be useful for detection of major sepsis-causing, drug-resistant Gram-negative pathogens and also the major ESBL producing Gram-negatives from the blood of sepsis patients in a clinical setting. This system can help early initiation of effective antimicrobial treatment against Gram-negative pathogens for sepsis patients, which is very crucial for better treatment outcomes.
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Affiliation(s)
- Boram Chung
- Department of Microbiology, The Catholic University of Korea, College of Medicine, Seoul, Republic of Korea.,Precision Medicine Research Center, Integrated Research Center for Genome Polymorphism, The Catholic University of Korea, College of Medicine, Seoul, Republic of Korea
| | - Chulmin Park
- Vaccine Bio Research Institute, The Catholic University of Korea, College of Medicine, Seoul St. Mary's Hospital, Seoul, Republic of Korea
| | - Sung-Yeon Cho
- Vaccine Bio Research Institute, The Catholic University of Korea, College of Medicine, Seoul St. Mary's Hospital, Seoul, Republic of Korea.,Department of Internal Medicine, The Catholic University of Korea, College of Medicine, Seoul St. Mary's Hospital, Seoul, Republic of Korea
| | - Juyoun Shin
- Department of Microbiology, The Catholic University of Korea, College of Medicine, Seoul, Republic of Korea
| | - Sun Shin
- Department of Microbiology, The Catholic University of Korea, College of Medicine, Seoul, Republic of Korea.,Precision Medicine Research Center, Integrated Research Center for Genome Polymorphism, The Catholic University of Korea, College of Medicine, Seoul, Republic of Korea
| | - Seon-Hee Yim
- Precision Medicine Research Center, Integrated Research Center for Genome Polymorphism, The Catholic University of Korea, College of Medicine, Seoul, Republic of Korea
| | - Dong-Gun Lee
- Vaccine Bio Research Institute, The Catholic University of Korea, College of Medicine, Seoul St. Mary's Hospital, Seoul, Republic of Korea.,Department of Internal Medicine, The Catholic University of Korea, College of Medicine, Seoul St. Mary's Hospital, Seoul, Republic of Korea
| | - Yeun-Jung Chung
- Department of Microbiology, The Catholic University of Korea, College of Medicine, Seoul, Republic of Korea.,Precision Medicine Research Center, Integrated Research Center for Genome Polymorphism, The Catholic University of Korea, College of Medicine, Seoul, Republic of Korea
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