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Missa KF, Diallo K, Bla KB, Tuo KJ, Gboko KDT, Tiémélé LS, Ouattara AF, Gragnon BG, Ngoi JM, Wilkinson RJ, Awandare GA, Bonfoh B. Association of symptomatic upper respiratory tract infections with the alteration of the oropharyngeal microbiome in a cohort of school children in Côte d'Ivoire. Front Microbiol 2024; 15:1412923. [PMID: 38993497 PMCID: PMC11238735 DOI: 10.3389/fmicb.2024.1412923] [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: 04/08/2024] [Accepted: 05/29/2024] [Indexed: 07/13/2024] Open
Abstract
Introduction The oropharyngeal microbiome plays an important role in protection against infectious agents when in balance. Despite use of vaccines and antibiotic therapy to prevent respiratory tract infections, they remain one of the major causes of mortality and morbidity in Low- and middle-income countries. Hence the need to explore other approaches to prevention by identifying microbial biomarkers that could be leveraged to modify the microbiota in order to enhance protection against pathogenic bacteria. The aim of this study was to analyze the oropharyngeal microbiome (OPM) of schoolchildren in Côte d'Ivoire presenting symptoms of upper respiratory tract infections (URTI) for better prevention strategy. Methods Primary schools' children in Korhogo (n = 37) and Abidjan (n = 39) were followed for six months with monthly oropharyngeal sampling. Clinical diagnostic of URT infection was performed and nucleic acid extracted from oropharyngeal swabs were used for 16S rRNA metagenomic analysis and RT-PCR. Results The clinical examination of children's throat in Abidjan and Korhogo identified respectively 17 (43.59%) and 15 (40.54%) participants with visible symptoms of URTIs, with 26 episodes of infection in Abidjan and 24 in Korhogo. Carriage of Haemophilus influenzae (12%), Streptococcus pneumoniae (6%) and SARS-CoV-2 (6%) was confirmed by PCR. A significant difference in alpha diversity was found between children colonized by S. pneumoniae and those that were not (p = 0.022). There was also a significant difference in alpha diversity between children colonised with H. influenzae and those who were not (p = 0.017). No significant difference was found for SARS-CoV-2. Sphingomonas, Ralstonia and Rothia were significantly enriched in non-carriers of S. pneumoniae; Actinobacillus was significantly enriched in non-carriers of H. influenzae; Actinobacillus and Porphyromonas were significantly enriched in non-carriers of SARS-CoV-2 (p < 0.001). Discussion Nearly 40% of children showed clinical symptoms of infection not related to geographical location. The OPM showed an imbalance during H. influenzae and S. pneumoniae carriage. This study provides a baseline understanding of microbiome markers in URTIs in children for future research, to develop targeted interventions aimed at restoring the microbial balance and reducing the symptoms associated with RTIs.
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Affiliation(s)
- Kouassi Firmin Missa
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
- Laboratoire de Biologie et Santé, UFR Biosciences, Université Félix Houphouët Boigny de Cocody, Abidjan, Côte d'Ivoire
| | - Kanny Diallo
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
- West African Centre for Cell Biology of Infectious Pathogens, Accra, Ghana
| | - Kouakou Brice Bla
- Laboratoire de Biologie et Santé, UFR Biosciences, Université Félix Houphouët Boigny de Cocody, Abidjan, Côte d'Ivoire
| | - Kolotioloman Jérémie Tuo
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
- Laboratoire de Microbiologie, Biotechnologies et Bio-informatique, Institut National Polytechnique Félix Houphouët-Boigny, Yamoussoukro, Côte d'Ivoire
| | - Kossia Debia Thérèse Gboko
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
| | - Laurent-Simon Tiémélé
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
| | - Allassane Foungoye Ouattara
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
- Laboratoire de Cytologie et Biologie Animale, Université Nangui Abrogoua, Abidjan, Côte d'Ivoire
| | - Biego Guillaume Gragnon
- Laboratoire de Cytologie et Biologie Animale, Université Nangui Abrogoua, Abidjan, Côte d'Ivoire
| | | | - Robert J Wilkinson
- Laboratoire National d'Appui au Développement Agricole, Laboratoire Régional de Korhogo, Korhogo, Côte d'Ivoire
- The Francis Crick Institute, London, United Kingdom
- Department of Infectious Disease, Imperial College London, London, United Kingdom
| | - Gordon A Awandare
- West African Centre for Cell Biology of Infectious Pathogens, Accra, Ghana
| | - Bassirou Bonfoh
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
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Liu M, Deng N, Hou X, Zhang B, Li H, Wang J. Characterisation of flavour profiles and microbial communities of fermented peppers with different fermentation years by combining flavouromics and metagenomics. Food Chem 2024; 443:138550. [PMID: 38277936 DOI: 10.1016/j.foodchem.2024.138550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 01/18/2024] [Accepted: 01/21/2024] [Indexed: 01/28/2024]
Abstract
The changes in flavours, volatile aromas and microbial communities of fermented peppers with different fermentation years and their relationships were investigated in this study. Results indicated a gradual increase in organic acids during fermentation, whereas free amino acids and capsaicinoids reached stability after 1 year of fermentation. Overall, the analysis detected 340 volatile compounds in fermented peppers and regarded 69 of them as differential compounds. Peppers fermented for 2 (FY2) and 4 years (FY4) possessed a greater number of differential volatiles with large odour activity values, thus endowing them with more favourable flavours. Hence, metagenomic analysis compared their microbial communities and functional annotations. Results revealed that Lactiplantibacillus plantarum and Zygosaccharomyces rouxii were the dominant bacterium and fungus, and metabolism was the main Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway in FY2. Correlation analysis demonstrated that Hyphopichia, Kazachstania and Clavispora were highly positively correlated with 12 key aroma flavours.
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Affiliation(s)
- Miao Liu
- School of Food Science and Bioengineering, Changsha University of Science and Technology, Changsha 410114, China; Prepared Dishes Modern Industrial College, Changsha University of Science and Technology, Changsha 410114, China; Hunan Provincial Engineering Technology Research Centre of Prepared Dishes, Changsha 410114, China
| | - Na Deng
- School of Food Science and Bioengineering, Changsha University of Science and Technology, Changsha 410114, China; Prepared Dishes Modern Industrial College, Changsha University of Science and Technology, Changsha 410114, China; Hunan Provincial Engineering Technology Research Centre of Prepared Dishes, Changsha 410114, China
| | - Xiaoyi Hou
- School of Food Science and Bioengineering, Changsha University of Science and Technology, Changsha 410114, China; Prepared Dishes Modern Industrial College, Changsha University of Science and Technology, Changsha 410114, China; Hunan Provincial Engineering Technology Research Centre of Prepared Dishes, Changsha 410114, China
| | - Bo Zhang
- School of Food Science and Bioengineering, Changsha University of Science and Technology, Changsha 410114, China; Prepared Dishes Modern Industrial College, Changsha University of Science and Technology, Changsha 410114, China; Hunan Provincial Engineering Technology Research Centre of Prepared Dishes, Changsha 410114, China
| | - Hui Li
- School of Food Science and Bioengineering, Changsha University of Science and Technology, Changsha 410114, China; Prepared Dishes Modern Industrial College, Changsha University of Science and Technology, Changsha 410114, China; Hunan Provincial Engineering Technology Research Centre of Prepared Dishes, Changsha 410114, China
| | - Jianhui Wang
- School of Food Science and Bioengineering, Changsha University of Science and Technology, Changsha 410114, China; Prepared Dishes Modern Industrial College, Changsha University of Science and Technology, Changsha 410114, China; Hunan Provincial Engineering Technology Research Centre of Prepared Dishes, Changsha 410114, China.
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