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Das S, Pandey AK, Morris DE, Anderson R, Lim V, Wie CC, Yap IKS, Alattraqchi AG, Simin H, Abdullah R, Yeo CC, Clarke SC, Cleary DW. Respiratory carriage of hypervirulent Klebsiella pneumoniae by indigenous populations of Malaysia. BMC Genomics 2024; 25:381. [PMID: 38632538 PMCID: PMC11025145 DOI: 10.1186/s12864-024-10276-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 04/01/2024] [Indexed: 04/19/2024] Open
Abstract
Klebsiella pneumoniae is a Gram-negative Enterobacteriaceae that is classified by the World Health Organisation (WHO) as a Priority One ESKAPE pathogen. South and Southeast Asian countries are regions where both healthcare associated infections (HAI) and community acquired infections (CAI) due to extended-spectrum β-lactamase (ESBL)-producing and carbapenem-resistant K. pneumoniae (CRKp) are of concern. As K. pneumoniae can also exist as a harmless commensal, the spread of resistance genotypes requires epidemiological vigilance. However there has been no significant study of carriage isolates from healthy individuals, particularly in Southeast Asia, and specially Malaysia. Here we describe the genomic analysis of respiratory isolates of K. pneumoniae obtained from Orang Ulu and Orang Asli communities in Malaysian Borneo and Peninsular Malaysia respectively. The majority of isolates were K. pneumoniae species complex (KpSC) 1 K. pneumoniae (n = 53, 89.8%). Four Klebsiella variicola subsp. variicola (KpSC3) and two Klebsiella quasipneumoniae subsp. similipneumoniae (KpSC4) were also found. It was discovered that 30.2% (n = 16) of the KpSC1 isolates were ST23, 11.3% (n = 6) were of ST65, 7.5% (n = 4) were ST13, and 13.2% (n = 7) were ST86. Only eight of the KpSC1 isolates encoded ESBL, but importantly not carbapenemase. Thirteen of the KpSC1 isolates carried yersiniabactin, colibactin and aerobactin, all of which harboured the rmpADC locus and are therefore characterised as hypervirulent. Co-carriage of multiple strains was minimal. In conclusion, most isolates were KpSC1, ST23, one of the most common sequence types and previously found in cases of K. pneumoniae infection. A proportion were hypervirulent (hvKp) however antibiotic resistance was low.
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Affiliation(s)
- Souradeep Das
- Faculty of Medicine, Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Anish K Pandey
- Faculty of Medicine, Institute for Life Sciences, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton Foundation NHS Trust, Southampton, UK
| | - Denise E Morris
- Faculty of Medicine, Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Rebecca Anderson
- Faculty of Medicine, Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Victor Lim
- School of Medicine, International Medical University, Kuala Lumpur, Malaysia
| | - Chong Chun Wie
- Institute for Research, Development and Innovation, International Medical University, Kuala Lumpur, Malaysia
- School of Pharmacy, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
| | - Ivan Kok Seng Yap
- School of Pharmacy, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
| | - Ahmed Ghazi Alattraqchi
- Centre for Research in Infectious Diseases and Biotechnology (CeRIDB), Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, 20400, Kuala Terengganu, Terengganu, Malaysia
| | - Hafis Simin
- Faculty of Applied Social Sciences, Universiti Sultan Zainal Abidin, Gong Badak Campus, 21300, Kuala Nerus, Terengganu, Malaysia
| | - Ramle Abdullah
- Centre of Excellence in National Indigenous Pedagogy, Institute of Teacher Education Tengku, Ampuan Afzan Campus, Pahang, Malaysia
| | - Chew Chieng Yeo
- Centre for Research in Infectious Diseases and Biotechnology (CeRIDB), Faculty of Medicine, Universiti Sultan Zainal Abidin, Medical Campus, 20400, Kuala Terengganu, Terengganu, Malaysia
| | - Stuart C Clarke
- Faculty of Medicine, Institute for Life Sciences, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton Foundation NHS Trust, Southampton, UK
- Institute for Research, Development and Innovation, International Medical University, Kuala Lumpur, Malaysia
- Global Health Research Institute, University of Southampton, Southampton, UK
| | - David W Cleary
- Institute of Microbiology and Infection, College of Medical and Dental Sciences, University of Birmingham, University of Birmingham, UK.
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Jacky D, Bibi C, Meng LMC, Jason F, Gwendoline T, Jeremy L, Wie CC. Effects of OsomeFood Clean Label plant-based meals on the gut microbiome. BMC Microbiol 2023; 23:88. [PMID: 36997838 PMCID: PMC10061721 DOI: 10.1186/s12866-023-02822-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 03/14/2023] [Indexed: 04/01/2023] Open
Abstract
BACKGROUND Plant-based diets offer more beneficial microbes and can modulate gut microbiomes to improve human health. We evaluated the effects of the plant-based OsomeFood Clean Label meal range ('AWE' diet), on the human gut microbiome. METHODS Over 21 days, ten healthy participants consumed OsomeFood meals for five consecutive weekday lunches and dinners and resumed their regular diets for other days/meals. On follow-up days, participants completed questionnaires to record satiety, energy and health, and provided stool samples. To document microbiome variations and identify associations, species and functional pathway annotations were analyzed by shotgun sequencing. Shannon diversity and regular diet calorie intake subsets were also assessed. RESULTS Overweight participants gained more species and functional pathway diversity than normal BMI participants. Nineteen disease-associated species were suppressed in moderate-responders without gaining diversity, and in strong-responders with diversity gains along with health-associated species. All participants reported improved short-chain fatty acids production, insulin and γ-aminobutyric acid signaling. Moreover, fullness correlated positively with Bacteroides eggerthii; energetic status with B. uniformis, B. longum, Phascolarctobacterium succinatutens, and Eubacterium eligens; healthy status with Faecalibacterium prausnitzii, Prevotella CAG 5226, Roseburia hominis, and Roseburia sp. CAG 182; and overall response with E. eligens and Corprococcus eutactus. Fiber consumption was negatively associated with pathogenic species. CONCLUSION Although the AWE diet was consumed for only five days a week, all participants, especially overweight ones, experienced improved fullness, health status, energy and overall responses. The AWE diet benefits all individuals, especially those of higher BMI or low-fiber consumption.
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Affiliation(s)
- Dwiyanto Jacky
- Department of Medical Microbiology, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia.
| | | | | | | | | | | | - Chong Chun Wie
- School of Pharmacy, Monash University Malaysia, 47500, Subang Jaya, Malaysia
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Gopinath D, Wie CC, Banerjee M, Thangavelu L, Kumar R P, Nallaswamy D, Botelho MG, Johnson NW. Compositional profile of mucosal bacteriome of smokers and smokeless tobacco users. Clin Oral Investig 2021; 26:1647-1656. [PMID: 34436669 DOI: 10.1007/s00784-021-04137-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 08/10/2021] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Smoked, and especially smokeless, tobacco are major causes of oral cancer globally. Here, we examine the oral bacteriome of smokers and of smokeless tobacco users, in comparison to healthy controls, using 16S rRNA gene sequencing. METHODS Oral swab samples were collected from smokers, smokeless tobacco users, and healthy controls (n = 44). Microbial DNA was extracted and the 16S rRNA gene profiled using the Illumina MiSeq platform. Sequencing reads were processed using DADA2, and taxonomical classification was performed using the phylogenetic placement method. Differentially abundant taxa were identified using DESeq2, while functional metagenomes based on KEGG orthology abundance were inferred using LIMMA. RESULTS A significantly higher microbial diversity was observed in smokeless tobacco users and smokers relative to controls (P < 0.05). Compositional differences in microbial communities were observed in all comparisons with healthy controls (PERMANOVA P < 0.05) but not between smokers and smokeless tobacco users. Levels of Fusobacterium spp., Saccharibacterium spp., and members of Shuttleworthia were elevated in smokers when compared to controls (BH adj P < 0.01). In addition, the relative abundance of three bacterial taxa belonging to genera Fusobacterium spp., Catonella, and Fretibacterium spp. was significantly increased in smokeless tobacco users relative to controls (BH adj P < 0.01). Major functional pathways significantly increased in smokeless tobacco users relative to both controls, and smokers were similar and involved amino acid metabolism including glutamate and aspartate biosynthesis and degradation (log FC > 1.5; BH adj P < 0.01). CONCLUSIONS A distinct taxonomic and functional profile of oral microbiome in smokers and smokeless tobacco users as compared to healthy controls implicates a significant role of microbes and their metabolites in diseases associated with tobacco use including oral cancer. CLINICAL RELEVANCE Future efforts in preventive, diagnostic, curative, and prognostic strategies for diseases associated with tobacco use in smokers and smokeless tobacco users could incorporate the oral microbiome.
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Affiliation(s)
- Divya Gopinath
- Faculty of Dentistry, University of Hong Kong, Prince Philip Dental Hospital, Street 34 Hospital Rd, Sai Ying Pun, Hong Kong, SAR, China
- Clinical Oral Health Sciences, School of Dentistry, International Medical University, Kuala , Lumpur, Malaysia
| | - Chong Chun Wie
- School of Pharmacy, Monash University Malaysia, Subang Jaya, Malaysia
| | - Moinak Banerjee
- Human Molecular Genetics Lab, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
| | - Lakshmi Thangavelu
- Saveetha Dental College and Hospital, Saveetha University, Chennai, India
| | - Pradeep Kumar R
- Saveetha Dental College and Hospital, Saveetha University, Chennai, India
| | - Deepak Nallaswamy
- Saveetha Dental College and Hospital, Saveetha University, Chennai, India
| | - Michael George Botelho
- Faculty of Dentistry, University of Hong Kong, Prince Philip Dental Hospital, Street 34 Hospital Rd, Sai Ying Pun, Hong Kong, SAR, China.
| | - Newell W Johnson
- Faculty of Dentistry, University of Hong Kong, Prince Philip Dental Hospital, Street 34 Hospital Rd, Sai Ying Pun, Hong Kong, SAR, China.
- Menzies Health Institute Queensland and School of Dentistry and Oral Health, Griffith University, Southport, QLD, Australia.
- Faculty of Dentistry, Oral and Craniofacial Sciences, King's College London, London, UK.
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Morris DE, McNeil H, Hocknell RE, Anderson R, Tuck AC, Tricarico S, Norazmi MN, Lim V, Siang TC, Lim PKC, Wie CC, Cleary DW, Yap IKS, Clarke SC. Carriage of upper respiratory tract pathogens in rural communities of Sarawak, Malaysian Borneo. Pneumonia (Nathan) 2021; 13:6. [PMID: 33894778 PMCID: PMC8070298 DOI: 10.1186/s41479-021-00084-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 03/22/2021] [Indexed: 11/10/2022] Open
Abstract
Introduction Pneumonia is a leading cause of death in Malaysia. Whilst many studies have reported the aetiology of pneumonia in Western countries, the epidemiology of pneumonia in Malaysia remains poorly understood. As carriage is a prerequisite for disease, we sought to improve our understanding of the carriage and antimicrobial resistance (AMR) of respiratory tract pathogens in Malaysia. The rural communities of Sarawak are an understudied part of the Malaysian population and were the focus of this study, allowing us to gain a better understanding of bacterial epidemiology in this population. Methods A population-based survey of bacterial carriage was undertaken in participants of all ages from rural communities in Sarawak, Malaysia. Nasopharyngeal, nasal, mouth and oropharyngeal swabs were taken. Bacteria were isolated from each swab and identified by culture-based methods and antimicrobial susceptibility testing conducted by disk diffusion or E test. Results 140 participants were recruited from five rural communities. Klebsiella pneumoniae was most commonly isolated from participants (30.0%), followed by Staphylococcus aureus (20.7%), Streptococcus pneumoniae (10.7%), Haemophilus influenzae (9.3%), Moraxella catarrhalis (6.4%), Pseudomonas aeruginosa (6.4%) and Neisseria meningitidis (5.0%). Of the 21 S. pneumoniae isolated, 33.3 and 14.3% were serotypes included in the 13 valent PCV (PCV13) and 10 valent PCV (PCV10) respectively. 33.8% of all species were resistant to at least one antibiotic, however all bacterial species except S. pneumoniae were susceptible to at least one type of antibiotic. Conclusion To our knowledge, this is the first bacterial carriage study undertaken in East Malaysia. We provide valuable and timely data regarding the epidemiology and AMR of respiratory pathogens commonly associated with pneumonia. Further surveillance in Malaysia is necessary to monitor changes in the carriage prevalence of upper respiratory tract pathogens and the emergence of AMR, particularly as PCV is added to the National Immunisation Programme (NIP). Supplementary Information The online version contains supplementary material available at 10.1186/s41479-021-00084-9.
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Affiliation(s)
- Denise E Morris
- Faculty of Medicine and Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Hannah McNeil
- Faculty of Medicine and Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Rebecca E Hocknell
- Faculty of Medicine and Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Rebecca Anderson
- Faculty of Medicine and Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Andrew C Tuck
- Faculty of Medicine and Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Serena Tricarico
- Faculty of Medicine and Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Mohd Nor Norazmi
- School of Health Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Victor Lim
- School of Medicine, International Medical University, Kuala Lumpur, Malaysia
| | - Tan Cheng Siang
- Faculty of Medicine and Health Sciences, Universiti Malaysia Sarawak, Kota Samarahan, Sarawak, Malaysia
| | - Patricia Kim Chooi Lim
- School of Medicine, International Medical University, Kuala Lumpur, Malaysia.,Institute for Research, Development and Innovation, International Medical University, Kuala Lumpur, Malaysia
| | - Chong Chun Wie
- Institute for Research, Development and Innovation, International Medical University, Kuala Lumpur, Malaysia.,School of Pharmacy, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
| | - David W Cleary
- Faculty of Medicine and Institute for Life Sciences, University of Southampton, Southampton, UK.,NIHR Southampton Biomedical Research Centre, University Hospital Southampton Foundation NHS Trust, Southampton, UK
| | - Ivan Kok Seng Yap
- Institute for Research, Development and Innovation, International Medical University, Kuala Lumpur, Malaysia.,Sarawak Research and Development Council, Kuching, Sarawak, Malaysia
| | - Stuart C Clarke
- Faculty of Medicine and Institute for Life Sciences, University of Southampton, Southampton, UK. .,Institute for Research, Development and Innovation, International Medical University, Kuala Lumpur, Malaysia. .,NIHR Southampton Biomedical Research Centre, University Hospital Southampton Foundation NHS Trust, Southampton, UK. .,Global Health Research Institute, University of Southampton, Southampton, UK.
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Gopinath D, Kunnath Menon R, Chun Wie C, Banerjee M, Panda S, Mandal D, Behera PK, Roychoudhury S, Kheur S, George Botelho M, Johnson NW. Salivary bacterial shifts in oral leukoplakia resemble the dysbiotic oral cancer bacteriome. J Oral Microbiol 2020; 13:1857998. [PMID: 33391629 PMCID: PMC7734041 DOI: 10.1080/20002297.2020.1857998] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Objective: While some oral carcinomas appear to arise de novo, others develop within long-standing conditions of the oral cavity that have malignant potential, now known as oral potentially malignant disorders (OPMDs). The oral bacteriome associated with OPMD has been studied to a lesser extent than that associated with oral cancer. To characterize the association in detail we compared the bacteriome in whole mouth fluid (WMF) in patients with oral leukoplakia, oral cancer and healthy controls. Methods: WMF bacteriome from 20 leukoplakia patients, 31 patients with oral cancer and 23 healthy controls were profiled using the Illumina MiSeq platform. Sequencing reads were processed using DADA2, and taxonomical classification was performed using the phylogenetic placement method. Sparse Partial Least Squares Regression Discriminant Analysis model was used to identify bacterial taxa that best discriminate the studied groups. Results: We found considerable overlap between the WMF bacteriome of leukoplakia and oral cancer while a clearer separation between healthy controls and the former two disorders was observed. Specifically, the separation was attributed to 14 taxa belonging to the genera Megaspheara, unclassified enterobacteria, Prevotella, Porphyromonas, Rothia and Salmonella, Streptococcus, and Fusobacterium. The most discriminative bacterial genera between leukoplakia and oral cancer were Megasphaera, unclassified Enterobacteriae, Salmonella and Prevotella. Conclusion: Oral bacteria may play a role in the early stages of oral carcinogenesis as a dysbiotic bacteriome is associated with oral leukoplakia and this resembles that of oral cancer more than healthy controls. Our findings may have implications for developing oral cancer prevention strategies targeting early microbial drivers of oral carcinogenesis.
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Affiliation(s)
- Divya Gopinath
- Faculty of Dentistry, University of Hong Kong, Hong Kong SAR, China.,Oral Diagnostics and Surgical Science, School of Dentistry, International Medical University, Kuala Lumpur, Malaysia
| | - Rohit Kunnath Menon
- Clinical Dentistry Division, School of Dentistry, International Medical University, Kuala Lumpur, Malaysia
| | - Chong Chun Wie
- School of Pharmacy, Monash University, Selangor, Malaysia
| | - Moinak Banerjee
- Human Molecular Genetics Lab, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
| | - Swagatika Panda
- Department of Oral Pathology and Microbiology, Siksha O Anusandhan University, Bhubaneswar, India
| | - Deviprasad Mandal
- Department of Oral Pathology and Microbiology, Siksha O Anusandhan University, Bhubaneswar, India
| | - Paresh Kumar Behera
- Head and Neck Oncology, Acharya Harihara Regional Cancer Centre, Bhubaneswar, India
| | - Susanta Roychoudhury
- Basic research, Saroj Gupta Cancer Centre and Research Institute, Kolkata, India
| | - Supriya Kheur
- Department of Oral Pathology and Microbiology, D.Y. Patil Dental College, Pune, India
| | | | - Newell W Johnson
- Faculty of Dentistry, University of Hong Kong, Hong Kong SAR, China.,Menzies Health Institute Queensland and School of Dentistry and Oral Health, Griffith University, Australia.,Faculty of Dentistry, Oral and Craniofacial Sciences, King's College London, UK
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Tricarico S, McNeil HC, Cleary DW, Head MG, Lim V, Yap IKS, Wie CC, Tan CS, Norazmi MN, Aziah I, Cheah ESG, Faust SN, Jefferies JMC, Roderick PJ, Moore M, Yuen HM, Newell ML, McGrath N, Doncaster CP, Kraaijeveld AR, Webb JS, Clarke SC. Pneumococcal conjugate vaccine implementation in middle-income countries. Pneumonia (Nathan) 2017; 9:6. [PMID: 28702308 PMCID: PMC5471880 DOI: 10.1186/s41479-017-0030-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2016] [Accepted: 02/15/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Since 2000, the widespread adoption of pneumococcal conjugate vaccines (PCVs) has had a major impact in the prevention of pneumonia. Limited access to international financial support means some middle-income countries (MICs) are trailing in the widespread use of PCVs. We review the status of PCV implementation, and discuss any needs and gaps related to low levels of PCV implementation in MICs, with analysis of possible solutions to strengthen the PCV implementation process in MICs. MAIN BODY We searched PubMed, PubMed Central, Ovid MEDLINE, and SCOPUS databases using search terms related to pneumococcal immunization, governmental health policy or programmes, and MICs. Two authors independently reviewed the full text of the references, which were assessed for eligibility using pre-defined inclusion and exclusion criteria. The search terms identified 1,165 articles and the full texts of 21 were assessed for suitability, with eight articles included in the systematic review. MICs are implementing PCVs at a slower rate than donor-funded low-income countries and wealthier developed countries. A significant difference in the uptake of PCV in lower middle-income countries (LMICs) (71%) and upper middle-income countries (UMICs) (48%) is largely due to an unsuccessful process of "graduation" of MICs from GAVI assistance, an issue that arises as countries cross the income eligibility threshold and are no longer eligible to receive the same levels of financial assistance. A lack of country-specific data on disease burden, a lack of local expertise in economic evaluation, and the cost of PCV were identified as the leading causes of the slow uptake of PCVs in MICs. Potential solutions mentioned in the reviewed papers include the use of vaccine cost-effectiveness analysis and the provision of economic evidence to strengthen decision-making, the evaluation of the burden of disease, and post-introduction surveillance to monitor vaccine impact. CONCLUSION The global community needs to recognise the impediments to vaccine introduction into MICs. Improving PCV access could help decrease the incidence of pneumonia and reduce the selection pressure for pneumococcal antimicrobial resistance.
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Affiliation(s)
- Serena Tricarico
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Institute for Life Sciences, University of Southampton, Southampton, United Kingdom.,University of Southampton Malaysia Campus, Johor, Malaysia
| | - Hannah C McNeil
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Institute for Life Sciences, University of Southampton, Southampton, United Kingdom.,University of Southampton Malaysia Campus, Johor, Malaysia
| | - David W Cleary
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Institute for Life Sciences, University of Southampton, Southampton, United Kingdom
| | - Michael G Head
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Institute for Life Sciences, University of Southampton, Southampton, United Kingdom.,Global Health Research Institute, University of Southampton, Southampton, United Kingdom
| | - Victor Lim
- International Medical University, Kuala Lumpur, Malaysia
| | | | - Chong Chun Wie
- International Medical University, Kuala Lumpur, Malaysia
| | - Cheng Siang Tan
- Faculty of Medicine and Health Sciences, Universiti Malaysia Sarawak, Kota Samarahan, Sarawak Malaysia
| | | | - Ismail Aziah
- Universiti Sains Malaysia Health Campus, Kelantan, Malaysia
| | | | - Saul N Faust
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Institute for Life Sciences, University of Southampton, Southampton, United Kingdom.,NIHR Southampton Respiratory Biomedical Research Unit, University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom.,NIHR Wellcome Trust Clinical Research Facility, University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom
| | - Johanna M C Jefferies
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Institute for Life Sciences, University of Southampton, Southampton, United Kingdom.,NIHR Southampton Respiratory Biomedical Research Unit, University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom
| | - Paul J Roderick
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Michael Moore
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Institute for Life Sciences, University of Southampton, Southampton, United Kingdom
| | - Ho Ming Yuen
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Institute for Life Sciences, University of Southampton, Southampton, United Kingdom
| | - Marie-Louise Newell
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Global Health Research Institute, University of Southampton, Southampton, United Kingdom
| | - Nuala McGrath
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Institute for Life Sciences, University of Southampton, Southampton, United Kingdom.,Faculty of Social, Human and Mathematical Sciences, University of Southampton, Southampton, United Kingdom
| | - C Patrick Doncaster
- Centre for Biological Sciences, Faculty of Natural and Environmental Sciences, University of Southampton, Southampton, United Kingdom
| | - Alex R Kraaijeveld
- Centre for Biological Sciences, Faculty of Natural and Environmental Sciences, University of Southampton, Southampton, United Kingdom
| | - Jeremy S Webb
- Centre for Biological Sciences, Faculty of Natural and Environmental Sciences, University of Southampton, Southampton, United Kingdom
| | - Stuart C Clarke
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Institute for Life Sciences, University of Southampton, Southampton, United Kingdom.,University of Southampton Malaysia Campus, Johor, Malaysia.,Global Health Research Institute, University of Southampton, Southampton, United Kingdom.,International Medical University, Kuala Lumpur, Malaysia.,Postal address: Infectious Disease Epidemiology Group, Mailpoint 814, Level C, Sir Henry Wellcome Laboratories, South Block, University Hospital Southampton NHS Foundation Trust, Southampton, UK SO16 6YD
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