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Chen W, Qiu M, Paizs P, Sadowski M, Ramonaite T, Zborovsky L, Mejias-Luque R, Janßen KP, Kinross J, Goldin RD, Rebec M, Liebeke M, Takats Z, McKenzie JS, Strittmatter N. Universal, untargeted detection of bacteria in tissues using metabolomics workflows. Nat Commun 2025; 16:165. [PMID: 39747039 PMCID: PMC11697447 DOI: 10.1038/s41467-024-55457-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 12/12/2024] [Indexed: 01/04/2025] Open
Abstract
Fast and reliable identification of bacteria directly in clinical samples is a critical factor in clinical microbiological diagnostics. Current approaches require time-consuming bacterial isolation and enrichment procedures, delaying stratified treatment. Here, we describe a biomarker-based strategy that utilises bacterial small molecular metabolites and lipids for direct detection of bacteria in complex samples using mass spectrometry (MS). A spectral metabolic library of 233 bacterial species is mined for markers showing specificity at different phylogenetic levels. Using a univariate statistical analysis method, we determine 359 so-called taxon-specific markers (TSMs). We apply these TSMs to the in situ detection of bacteria using healthy and cancerous gastrointestinal tissues as well as faecal samples. To demonstrate the MS method-agnostic nature, samples are analysed using spatial metabolomics and traditional bulk-based metabolomics approaches. In this work, TSMs are found in >90% of samples, suggesting the general applicability of this workflow to detect bacterial presence with standard MS-based analytical methods.
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Affiliation(s)
- Wei Chen
- Department of Bioscience, School of Natural Sciences, Technical University of Munich, Garching, Germany
| | - Min Qiu
- Department of Bioscience, School of Natural Sciences, Technical University of Munich, Garching, Germany
| | - Petra Paizs
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Miriam Sadowski
- Department of Symbiosis, Max Planck Institute for Marine Microbiology, Bremen, Germany
| | - Toma Ramonaite
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Lieby Zborovsky
- Department of Bioscience, School of Natural Sciences, Technical University of Munich, Garching, Germany
| | - Raquel Mejias-Luque
- Institute for Medical Microbiology, Immunology and Hygiene, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Klaus-Peter Janßen
- Department of Surgery, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - James Kinross
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Robert D Goldin
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Monica Rebec
- North West London Pathology, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Manuel Liebeke
- Department of Symbiosis, Max Planck Institute for Marine Microbiology, Bremen, Germany
- Department for Metabolomics, Institute for Human Nutrition and Food Science, University of Kiel, Kiel, Germany
| | - Zoltan Takats
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
- Department of Immunomedicine, University of Regensburg, Regensburg, Germany
| | - James S McKenzie
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom.
| | - Nicole Strittmatter
- Department of Bioscience, School of Natural Sciences, Technical University of Munich, Garching, Germany.
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Caspe SG, Hill H. Chlamydiosis in Animals. Animals (Basel) 2024; 14:3130. [PMID: 39518853 PMCID: PMC11545194 DOI: 10.3390/ani14213130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 10/16/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024] Open
Abstract
The Chlamydiaceae family consists of Gram-negative, obligate intracellular bacteria that replicate within the cells of a diverse range of hosts. These hosts include domesticated animals such as cats, dogs, and livestock, as well as wildlife like koalas and birds, exotic species such as reptiles and amphibians, and humans. Chlamydial infection can result in various clinical signs, including respiratory diseases, reproductive failures, ocular pathologies, and enteritis, though the infected organism may remain asymptomatic. In recent years, chlamydial nomenclature has undergone several revisions due to the wide range of hosts, the frequent discovery of novel strains, and the reclassification of existing ones. Given this and the clinical significance of these infections, ranging from asymptomatic to fatal, an updated review is essential. This article outlines key characteristics of Chlamydia species and provides an updated overview of their nomenclature, offering a concise reference for future research on chlamydial diseases.
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Affiliation(s)
- Sergio Gastón Caspe
- Moredun Research Institute, Pentlands Science Park, Bush Loan, Penicuik EH26 0PZ, UK
- Animal Health Deptartment, Instituto Nacional de Tecnología Agropecuaria (INTA) EEA Mercedes, Juan Pujol al este S/N, Mercedes W3470, Corrientes, Argentina
| | - Holly Hill
- Moredun Research Institute, Pentlands Science Park, Bush Loan, Penicuik EH26 0PZ, UK
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Merida Vieyra J, De Colsa Ranero A, Palacios Reyes D, Murata C, Aquino Andrade A. Chlamydophila pneumoniae-associated community-acquired pneumonia in paediatric patients of a tertiary care hospital in Mexico: molecular diagnostic and clinical insights. Sci Rep 2023; 13:21477. [PMID: 38052876 PMCID: PMC10698025 DOI: 10.1038/s41598-023-48701-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 11/29/2023] [Indexed: 12/07/2023] Open
Abstract
Chlamydophila pneumoniae is a cause of community-acquired pneumonia (CAP) and responsible for 1-2% of cases in paediatric patients. In Mexico, information on this microorganism is limited. The aim of this study was to detect C. pneumoniae using two genomic targets in a real-time PCR and IgM/IgG serology assays in paediatric patients with CAP at a tertiary care hospital in Mexico City and to describe their clinical characteristics, radiological features, and outcomes. A total of 154 hospitalized patients with diagnosis of CAP were included. Detection of C. pneumoniae was performed by real-time PCR of the pst and arg genes. Complete blood cell count, C-reactive protein measurement and IgM and IgG detection were performed. Clinical-epidemiological and radiological data from the patients were collected. C. pneumoniae was detected in 25 patients (16%), of whom 88% had underlying disease (P = 0.014). Forty-eight percent of the cases occurred in spring, 36% in girls, and 40% in children older than 6 years. All patients had cough, and 88% had fever. Interstitial pattern on chest-X-ray was the most frequent (68%), consolidation was observed in 32% (P = 0.002). IgM was positive in 7% and IgG in 28.6%. Thirty-six percent presented complications. Four percent died. A high proportion showed co-infection with Mycoplasma pneumoniae (64%). This is the first clinical report of C. pneumoniae as a cause of CAP in Mexican paediatric patients, using two genomic target strategy and serology. We found a frequency of 16.2% with predominance in children under 6 years of age. In addition; cough and fever were the most common symptoms. Early detection of this pathogen allows timely initiation of specific antimicrobial therapy to reduce development of complications. This study is one of the few to describe the presence of C. pneumoniae in patients with underlying diseases.
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Affiliation(s)
- Jocelin Merida Vieyra
- Laboratory of Molecular Microbiology, Instituto Nacional de Pediatria, Insurgentes Sur 3700C, Insurgentes Cuicuilco, Coyoacan, 04530, Mexico City, Mexico
| | - Agustín De Colsa Ranero
- Department of Paediatric Infectious Diseases, Instituto Nacional de Pediatria, Mexico City, Mexico
| | - Deborah Palacios Reyes
- Department of Paediatric Infectious Diseases, Instituto Nacional de Pediatria, Mexico City, Mexico
| | - Chiharu Murata
- Department of Research Methodology, Instituto Nacional de Pediatria, Mexico City, Mexico
| | - Alejandra Aquino Andrade
- Laboratory of Molecular Microbiology, Instituto Nacional de Pediatria, Insurgentes Sur 3700C, Insurgentes Cuicuilco, Coyoacan, 04530, Mexico City, Mexico.
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