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Hovhannisyan H, Rodríguez A, Saus E, Vaneechoutte M, Gabaldón T. Multiplexed target enrichment of coding and non-coding transcriptomes enables studying Candida spp. infections from human derived samples. Front Cell Infect Microbiol 2023; 13:1093178. [PMID: 36761895 PMCID: PMC9902369 DOI: 10.3389/fcimb.2023.1093178] [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: 11/08/2022] [Accepted: 01/03/2023] [Indexed: 01/26/2023] Open
Abstract
The study of transcriptomic interactions between host and pathogens in in vivo conditions is challenged by the low relative amounts of the pathogen RNA. Yeast opportunistic pathogens of the genus Candida can cause life-threatening systemic infections in immunocompromised patients, and are of growing medical concern. Four phylogenetically diverse species account for over 90% of Candida infections, and their specific interactions with various human tissues are still poorly understood. To enable in vivo transcriptomic analysis in these species, we designed and validated pan-Candida target capture probes to enrich protein-coding and non-coding transcriptomes. The probe-based enrichment approach outperformed enrichment based on differential lysis of host cells, and showed similar enrichment performance as an existing capture design, yet achieving better fidelity of expression levels, enabling species multiplexing and capturing of lncRNAs. In addition, we show that our probe-based enrichment strategy allows robust genotype-based identification of the infecting strain present in the sample.
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Affiliation(s)
- Hrant Hovhannisyan
- Life Sciences Department, Barcelona Supercomputing Center (BSC), Barcelona, Spain,Mechanisms of Disease Department, Institute for Research in Biomedicine (IRB), Barcelona, Spain
| | - Antonio Rodríguez
- Laboratory Bacteriology Research, Department of Diagnostic Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Ester Saus
- Life Sciences Department, Barcelona Supercomputing Center (BSC), Barcelona, Spain,Mechanisms of Disease Department, Institute for Research in Biomedicine (IRB), Barcelona, Spain
| | - Mario Vaneechoutte
- Laboratory Bacteriology Research, Department of Diagnostic Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Toni Gabaldón
- Life Sciences Department, Barcelona Supercomputing Center (BSC), Barcelona, Spain,Mechanisms of Disease Department, Institute for Research in Biomedicine (IRB), Barcelona, Spain,Department of Biomedicine and Life Sciences, Universitat Pompeu Fabra (UPF), Barcelona, Spain,Institució Catalana de Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, Barcelona, Spain,*Correspondence: Toni Gabaldón,
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d'Humières C, Salmona M, Dellière S, Leo S, Rodriguez C, Angebault C, Alanio A, Fourati S, Lazarevic V, Woerther PL, Schrenzel J, Ruppé E. The Potential Role of Clinical Metagenomics in Infectious Diseases: Therapeutic Perspectives. Drugs 2021; 81:1453-1466. [PMID: 34328626 PMCID: PMC8323086 DOI: 10.1007/s40265-021-01572-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/07/2021] [Indexed: 12/24/2022]
Abstract
Clinical metagenomics (CMg) is the process of sequencing nucleic acid of clinical samples to obtain clinically relevant information such as the identification of microorganisms and their susceptibility to antimicrobials. Over the last decades, sequencing and bioinformatic solutions supporting CMg have much evolved and an increasing number of case reports and series covering various infectious diseases have been published. Metagenomics is a new approach to infectious disease diagnosis that is currently being developed and is certainly one of the most promising for the coming years. However, most CMg studies are retrospective, and few address the potential impact CMg could have on patient management, including initiation, adaptation, or cessation of antimicrobials. In this narrative review, we have discussed the potential role of CMg in bacteriology, virology, mycology, and parasitology. Several reports and case-series confirm that CMg is an innovative tool with which one can (i) identify more microorganisms than with conventional methods in a single test, (ii) obtain results within hours, and (iii) tailor the antimicrobial regimen of patients. However, the cost-efficiency of CMg and its real impact on patient management are still to be determined.
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Affiliation(s)
- Camille d'Humières
- Université de Paris, IAME, INSERM, 75018, Paris, France.,AP-HP, Hôpital Bichat, Laboratoire de Bactériologie, Hôpital Bichat-Claude Bernard, 46 rue Henri Huchard, 75018, Paris, France
| | - Maud Salmona
- Unité de Paris, INSERM U976, Insight Team, 75010, Paris, France.,AP-HP, Hôpital Saint-Louis, Laboratoire de Virologie, 75010, Paris, France
| | - Sarah Dellière
- AP-HP, Hôpital Saint-Louis, Laboratoire de Parasitologie-Mycologie, 75010, Paris, France.,Molecular Mycology Unit, Institut Pasteur, CNRS UMR2000, 75015, Paris, France
| | - Stefano Leo
- Faculty of Medicine, CMU, University of Geneva, Geneva, Switzerland.,Service of Infectious Diseases, Genomic Research Laboratory, Geneva University Hospitals, Geneva, Switzerland
| | - Christophe Rodriguez
- Département de Microbiologie, AP-HP, Hôpital Henri Mondor, 94000, Créteil, France.,INSERM U955, Université Paris-Est, 94000, Créteil, France
| | - Cécile Angebault
- Département de Microbiologie, AP-HP, Hôpital Henri Mondor, 94000, Créteil, France.,Université Paris Est Créteil, Ecole Nationale Vétérinaire d'Alfort, USC ANSES, EA7380 Dynamic, 94000, Créteil, France
| | - Alexandre Alanio
- AP-HP, Hôpital Saint-Louis, Laboratoire de Parasitologie-Mycologie, 75010, Paris, France.,Molecular Mycology Unit, Institut Pasteur, CNRS UMR2000, 75015, Paris, France
| | - Slim Fourati
- Département de Microbiologie, AP-HP, Hôpital Henri Mondor, 94000, Créteil, France.,INSERM U955, Université Paris-Est, 94000, Créteil, France
| | - Vladimir Lazarevic
- Faculty of Medicine, CMU, University of Geneva, Geneva, Switzerland.,Service of Infectious Diseases, Genomic Research Laboratory, Geneva University Hospitals, Geneva, Switzerland
| | - Paul-Louis Woerther
- Département de Microbiologie, AP-HP, Hôpital Henri Mondor, 94000, Créteil, France.,Université Paris Est Créteil, Ecole Nationale Vétérinaire d'Alfort, USC ANSES, EA7380 Dynamic, 94000, Créteil, France
| | - Jacques Schrenzel
- Faculty of Medicine, CMU, University of Geneva, Geneva, Switzerland.,Service of Infectious Diseases, Genomic Research Laboratory, Geneva University Hospitals, Geneva, Switzerland
| | - Etienne Ruppé
- Université de Paris, IAME, INSERM, 75018, Paris, France. .,AP-HP, Hôpital Bichat, Laboratoire de Bactériologie, Hôpital Bichat-Claude Bernard, 46 rue Henri Huchard, 75018, Paris, France.
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