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Thye T, Krumkamp R, Lusingu JPA, Ofori LA, Minja DTR, Flieger A, Gesase S, Phillips R, Simon S, Obiri-Danso K, Akenten CW, Mbwana J, Paintsil E, Ascofare OM, Jaeger A, Lamshöft M, Eibach D, Loag W, Berg S, May J, Dekker D. Non-typhoidal Salmonella transmission reservoirs in Sub-Saharan Africa: a genomic assessment from a one health perspective. Antimicrob Resist Infect Control 2025; 14:46. [PMID: 40361223 PMCID: PMC12070793 DOI: 10.1186/s13756-025-01561-2] [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: 12/20/2024] [Accepted: 04/30/2025] [Indexed: 05/15/2025] Open
Abstract
BACKGROUND In sub-Saharan Africa, invasive non-typhoidal Salmonella disease, characterized by bloodstream infections with high mortality rates, poses a significant public health burden. In Africa, Salmonella enterica, which are typically livestock- associated pathogens in industrialised countries, have genetically evolved and anthroponotic transmission has been proposed for S. Typhimurium ST313. In this study, we investigated the hypothesis of an exclusively anthroponotic transmission reservoir of Salmonella enterica ST313 and aimed to identify reservoirs for other Salmonella spp., shedding light on their occurrence in different ecological niches. METHODS This study used a One Health approach and Salmonella were isolated from humans, livestock and the environment, in Tanzania and in Ghana. Salmonella spp. were identified by biochemical methods and antibiotic susceptibility was tested. Isolates were subjected to whole genome sequencing. RESULTS Out of 9,086 collected samples, 222 Salmonella enterica were identified comprising 58 serovars. The highest level of antimicrobial resistance was found in humans with emerging fluroquinolone resistance and multidrug resistance being highest in isolates from blood cultures (24%, n/N = 11/46). For the invasive strains, the sequence types S. Typhimurium ST313 and ST19 were most common and ST313 was associated with multidrug resistance, followed by S. Enteritidis ST11 and ST147 and S. Dublin ST10. An overlap of sequence types amongst human-livestock and human-environmental strains was detected for S. Typhimurium ST19 but not found for ST313 and the two serovars Dublin and Enteritidis. CONCLUSIONS Our study adds further evidence of S. Typhimurium ST313 being restricted to a human reservoir and linked to multidrug resistance. Additionally, our study provides comprehensive insights into Salmonella genetic diversity and distribution among humans, animals and the environment in Ghana and in Tanzania. This sheds light on other potential reservoirs for infections, all of which show antimicrobial resistance. Further research into stool carriage is warranted, encompassing patients with invasive disease and those with and without diarrhoea, to identify transmission reservoirs in particular for invasive disease-causing strains. These findings underscore the need for integrated One Health approaches to effectively monitor and manage salmonellosis and mitigate public health risks. Continued research into the spread of Salmonella spp. and its evolution is crucial for targeted interventions and disease control.
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Affiliation(s)
- Thorsten Thye
- Department of Infectious Disease Epidemiology, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany
| | - Ralf Krumkamp
- Department of Infectious Disease Epidemiology, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany
- German Centre for Infection Research (DZIF), Hamburg-Lübeck-Borstel-Riems, Inhoffenstr.7, Brunswick, 338124, Germany
| | - John P A Lusingu
- National Institute for Medical Research (NIMR), Bombo Rd., Tanga, Tanzania
| | - Linda Aurelia Ofori
- Department of Theoretical and Applied Biology, Kwame Nkrumah University of Science and Technology (KNUST), KNUST Campus, Kumasi, Ghana
| | - Daniel T R Minja
- National Institute for Medical Research (NIMR), Bombo Rd., Tanga, Tanzania
| | - Antje Flieger
- Robert Koch Institute (RKI), National Reference Center for Salmonella and Other Bacterial Enteric Pathogens, Burgstraße 37, 38855, Wernigerode, Germany
| | - Samwel Gesase
- National Institute for Medical Research (NIMR), Bombo Rd., Tanga, Tanzania
| | - Richard Phillips
- Kumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Asnogya Rd., Kumasi, Ghana
| | - Sandra Simon
- Robert Koch Institute (RKI), National Reference Center for Salmonella and Other Bacterial Enteric Pathogens, Burgstraße 37, 38855, Wernigerode, Germany
| | - Kwasi Obiri-Danso
- Department of Theoretical and Applied Biology, Kwame Nkrumah University of Science and Technology (KNUST), KNUST Campus, Kumasi, Ghana
| | - Charity Wiafe Akenten
- Kumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Asnogya Rd., Kumasi, Ghana
- One Health Bacteriology Research Group, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany
| | - Joyce Mbwana
- National Institute for Medical Research (NIMR), Bombo Rd., Tanga, Tanzania
| | - Ellis Paintsil
- One Health Bacteriology Research Group, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany
| | - Oumou Maiga Ascofare
- Department of Infectious Disease Epidemiology, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany
- Kumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Asnogya Rd., Kumasi, Ghana
| | - Anna Jaeger
- Department of Infectious Disease Epidemiology, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany
| | - Maike Lamshöft
- Department of Infectious Disease Epidemiology, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany
- German Centre for Infection Research (DZIF), Hamburg-Lübeck-Borstel-Riems, Inhoffenstr.7, Brunswick, 338124, Germany
| | - Daniel Eibach
- Department of Infectious Disease Epidemiology, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany
| | - Wibke Loag
- Department of Infectious Disease Epidemiology, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany
| | - Stefan Berg
- One Health Bacteriology Research Group, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany
| | - Jürgen May
- Department of Infectious Disease Epidemiology, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany
- German Centre for Infection Research (DZIF), Hamburg-Lübeck-Borstel-Riems, Inhoffenstr.7, Brunswick, 338124, Germany
| | - Denise Dekker
- One Health Bacteriology Research Group, Bernhard Nocht Institute for Tropical Medicine (BNITM), Bernhard-Nochtstr. 74, 20359, Hamburg, Germany.
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2
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Zhou H, Jia C, Shen P, Huang C, Teng L, Wu B, Wang Z, Wang H, Xiao Y, Baker S, Weill FX, Li Y, Yue M. Genomic census of invasive nontyphoidal Salmonella infections reveals global and local human-to-human transmission. Nat Med 2025:10.1038/s41591-025-03644-4. [PMID: 40205197 DOI: 10.1038/s41591-025-03644-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 03/05/2025] [Indexed: 04/11/2025]
Abstract
Extraintestinal infections caused by Enterobacteriaceae represent a global concern, further exacerbated by the growing prevalence of antimicrobial resistance (AMR). Among these, invasive nontyphoidal Salmonella (iNTS) infections have become increasingly challenging to manage, and their global spread remains poorly understood. Here we compiled 1,115 patient records and generated a comprehensive genomic dataset on iNTS. Age and sex emerged as significant risk factors, with Salmonella Enteritidis identified as a major cause. We observed serovar-specific AMR patterns, with notable resistance to fluoroquinolones and third-generation cephalosporins. A global phylogenomic analysis of Enteritidis revealed three distinct clades, highlighting the accumulation of AMR determinants during its international spread. Importantly, our genomic and transmission analyses suggest that iNTS infections may involve human-to-human transmission, with diarrheal patients acting as potential intermediaries, deviating from typical zoonotic pathways. Collectively, our newly generated cohort and iNTS genomic dataset provide a framework for precise local iNTS burden and underscore emerging transmission trends.
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Affiliation(s)
- Haiyang Zhou
- Department of Veterinary Medicine, College of Animal Sciences, Zhejiang University, Hangzhou, People's Republic of China
- Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, People's Republic of China
- Hainan Institute of Zhejiang University, Sanya, People's Republic of China
| | - Chenghao Jia
- Department of Veterinary Medicine, College of Animal Sciences, Zhejiang University, Hangzhou, People's Republic of China
- Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, People's Republic of China
- Hainan Institute of Zhejiang University, Sanya, People's Republic of China
| | - Ping Shen
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, National Medical Center for Infectious Diseases, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, People's Republic of China
| | - Chenghu Huang
- Department of Veterinary Medicine, College of Animal Sciences, Zhejiang University, Hangzhou, People's Republic of China
- Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, People's Republic of China
- Hainan Institute of Zhejiang University, Sanya, People's Republic of China
| | - Lin Teng
- Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, People's Republic of China
| | - Beibei Wu
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, People's Republic of China
| | - Zining Wang
- Department of Veterinary Medicine, College of Animal Sciences, Zhejiang University, Hangzhou, People's Republic of China
- Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, People's Republic of China
- Hainan Institute of Zhejiang University, Sanya, People's Republic of China
| | - Haoqiu Wang
- Affiliated Hangzhou Xixi Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Yonghong Xiao
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, National Medical Center for Infectious Diseases, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, People's Republic of China
| | - Stephen Baker
- School of Clinical Medicine, University of Cambride, Cambridge, UK
| | - François-Xavier Weill
- Institut Pasteur, Université Paris Cité, Unité des Bactéries pathogènes entériques, Paris, France
| | - Yan Li
- Department of Veterinary Medicine, College of Animal Sciences, Zhejiang University, Hangzhou, People's Republic of China
- Hainan Institute of Zhejiang University, Sanya, People's Republic of China
| | - Min Yue
- Department of Veterinary Medicine, College of Animal Sciences, Zhejiang University, Hangzhou, People's Republic of China.
- Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, People's Republic of China.
- Hainan Institute of Zhejiang University, Sanya, People's Republic of China.
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3
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Samper-Cativiela C, Torre-Fuentes L, Diéguez-Roda B, Maex M, Ugarte-Ruiz M, Carrizo P, Hernández M, Höfle Ú, Sáez JL, de Frutos C, Agüero M, Moreno MÁ, Domínguez L, Herrera-León S, Alvarez J. Molecular epidemiology of Salmonella Enteritidis in humans and animals in Spain. Antimicrob Agents Chemother 2025; 69:e0073824. [PMID: 40029002 PMCID: PMC11963599 DOI: 10.1128/aac.00738-24] [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: 07/10/2024] [Accepted: 01/11/2025] [Indexed: 03/05/2025] Open
Abstract
Salmonella Enteritidis, the most prevalent serovar-causing human gastroenteritis, has been traditionally linked to poultry sources. Although antimicrobial resistance (AMR) is not common in this serovar, increasing levels of resistance to fluoroquinolones and ampicillin have been reported in the last few years. Here, 298 isolates retrieved from different sources (human, livestock, wildlife, food, and environment) and years (2002-2021) in Spain were analyzed to evaluate their diversity, the distribution of AMR-conferring genes (ARGs), and mutations and reconstruct the epidemiology of infection due to this serovar. Isolates were clustered in two major clades (I and II), with strains in clade I (including 61.5% of all human isolates) displaying a pan-susceptible phenotype and not carrying AMR determinants. In contrast, clade II included 80.7% of isolates from animal/food/environmental sources, with the majority (69.8%) harboring mutations in the quinolone resistance determinant regions (QRDR). ARGs, although rare, were mostly found in clade II strains that also carried plasmid replicons, among which IncX1 was the most common. Although higher levels of phenotypic resistance were found in animal isolates, extended-spectrum beta-lactamase, plasmid-mediated AmpC, and carbapenemase-encoding genes were only found among human isolates. In summary, the majority of human and animal isolates from Spanish sources in our collection were classified in different phylogenetic branches, suggesting that additional sources are contributing to the occurrence of foodborne infections in Spain. Furthermore, the different distributions of virulence factors and ARGs in isolates from different sources and their association with specific plasmids suggest the presence of different dynamics contributing to the selection of resistant strains.
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Affiliation(s)
- Clara Samper-Cativiela
- VISAVET Health Surveillance Centre, Complutense University of Madrid, Madrid, Spain
- Department of Animal Health, Faculty of Veterinary Medicine, Complutense University of Madrid, Madrid, Spain
| | - Laura Torre-Fuentes
- VISAVET Health Surveillance Centre, Complutense University of Madrid, Madrid, Spain
| | | | - Margo Maex
- Division of Human Bacterial Diseases, Sciensano, Uccle, Belgium
| | - María Ugarte-Ruiz
- VISAVET Health Surveillance Centre, Complutense University of Madrid, Madrid, Spain
| | - Paula Carrizo
- VISAVET Health Surveillance Centre, Complutense University of Madrid, Madrid, Spain
- Department of Animal Health, Faculty of Veterinary Medicine, Complutense University of Madrid, Madrid, Spain
| | - Marta Hernández
- Departamento de Anatomía Patológica, Microbiología, Medicina Preventiva y Salud Pública, Medicina Legal y Forense. Facultad de Medicina, Universidad de Valladolid Facultad de Medicina, Valladolid, Spain
| | - Úrsula Höfle
- IREC, Instituto de Investigación en Recursos Cinegéticos, Ciudad Real, Spain
| | - José Luis Sáez
- Subdirección General de Sanidad e Higiene Animal y Trazabilidad, Dirección General de la Producción Agraria, Ministerio de Agricultura, Pesca y Alimentación, Madrid, Spain
| | - Cristina de Frutos
- Laboratorio Central de Veterinaria, Ministerio de Agricultura, Pesca y Alimentación, Algete, Spain
| | - Montserrat Agüero
- Laboratorio Central de Veterinaria, Ministerio de Agricultura, Pesca y Alimentación, Algete, Spain
| | - Miguel Ángel Moreno
- Department of Animal Health, Faculty of Veterinary Medicine, Complutense University of Madrid, Madrid, Spain
| | - Lucas Domínguez
- VISAVET Health Surveillance Centre, Complutense University of Madrid, Madrid, Spain
- Department of Animal Health, Faculty of Veterinary Medicine, Complutense University of Madrid, Madrid, Spain
| | - Silvia Herrera-León
- Laboratorio de Referencia e Investigación en Enfermedades Bacterianas Transmitidas por Alimentos, Instituto de Salud Carlos III, Madrid, Spain
| | - Julio Alvarez
- VISAVET Health Surveillance Centre, Complutense University of Madrid, Madrid, Spain
- Department of Animal Health, Faculty of Veterinary Medicine, Complutense University of Madrid, Madrid, Spain
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4
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Chanamé Pinedo LE, Franz E, Dallman TJ, Coipan CE, Wolthuis R, Veldman KT, Mughini-Gras L, Pijnacker R, van den Beld MJ. Genomic epidemiology of Salmonella Enteritidis human infections in the Netherlands, 2019 to 2023. Microb Genom 2025; 11:001394. [PMID: 40266678 PMCID: PMC12044193 DOI: 10.1099/mgen.0.001394] [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: 09/04/2024] [Accepted: 03/07/2025] [Indexed: 04/24/2025] Open
Abstract
Salmonella enterica serotype Enteritidis (SE) is a common foodborne pathogen that can cause human salmonellosis. Identifying closely related cases is essential to control the pathogen through, e.g. outbreak investigation, but it is often challenging due to the low genetic diversity of SE, particularly with traditional typing methods. This study aimed to investigate the population structure of SE genomes collected during routine surveillance in the Netherlands using whole-genome sequencing (WGS), their clustering, temporal distribution and the association between epidemiological and phenotypic antimicrobial resistance (AMR) factors and the persistence of SE clusters. We also investigated the distribution of genotypic AMR markers among these isolates. The study collection comprised 1,669 unique SE isolates from human infections collected from Dutch surveillance between 2019 and 2023, and their relatedness was derived using core-genome multi-locus sequence typing and Hamming distances. Based on the results, the 216 clusters comprised 1,085 sequences, in addition to 584 sequences depicted as singletons. These clusters predominantly fell within three major lineages, of which two were the previously described Global and Atlantic lineages. Of these clusters, approximately a third persisted for more than 1 year during the 5-year study period. However, no statistically significant associations were found between epidemiological factors, such as age, gender and travel history, or phenotypic AMR and the persistence of SE clusters. The most common AMR genetic markers observed were related to antimicrobial classes of (fluor)quinolones, β-lactamases and aminoglycosides. This study provides a better understanding of the genomic epidemiology of SE in the Netherlands based on WGS. Further analysis that includes samples from the food-chain supply, along with higher resolution methods during a post-Coronavirus Disease of 2019 (COVID-19) period, may provide more insights into the possible causes of the persistence of SE clusters.
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Affiliation(s)
- Linda E. Chanamé Pinedo
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands
| | - Eelco Franz
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Timothy J. Dallman
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands
| | - Claudia E. Coipan
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Roxanne Wolthuis
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Kees T. Veldman
- Wageningen Bioveterinary Research (WBVR), part of Wageningen University and Research, Lelystad, Netherlands
| | - Lapo Mughini-Gras
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands
| | - Roan Pijnacker
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Maaike J.C. van den Beld
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
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5
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Liu CC, Hsiao WWL. Machine learning reveals the dynamic importance of accessory sequences for Salmonella outbreak clustering. mBio 2025; 16:e0265024. [PMID: 39873499 PMCID: PMC11898705 DOI: 10.1128/mbio.02650-24] [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: 09/22/2024] [Accepted: 11/25/2024] [Indexed: 01/30/2025] Open
Abstract
Bacterial typing at whole-genome scales is now feasible owing to decreasing costs in high-throughput sequencing and the recent advances in computation. The unprecedented resolution of whole-genome typing is achieved by genotyping the variable segments of bacterial genomes that can fluctuate significantly in gene content. However, due to the transient and hypervariable nature of many accessory elements, the value of the added resolution in outbreak investigations remains disputed. To assess the analytical value of bacterial accessory genomes in clustering epidemiologically related cases, we trained classifiers on a set of genomes collected from 24 Salmonella enterica outbreaks of food, animal, or environmental origin. The models demonstrated high precision and recall on unseen test data with near-perfect accuracy in classifying clonal and short-term outbreaks. Annotating the genomic features important for cluster classification revealed functional enrichment of molecular fingerprints in genes involved in membrane transportation, trafficking, and carbohydrate metabolism. Importantly, we discovered polymorphisms in mobile genetic elements (MGEs) and gain/loss of MGEs to be informative in defining outbreak clusters. To quantify the ability of MGE variations to cluster outbreak clones, we devised a reference-free tree-building algorithm inspired by colored de Bruijn graphs, which enabled topological comparisons between MGE and standard typing methods. Systematic evaluation of clustering MGEs on an unseen dataset of 34 Salmonella outbreaks yielded mixed results that exemplified the power of accessory sequence variations when core genomes of unrelated cases are insufficiently discriminatory, as well as the distortion of outbreak signals by microevolution events or the incomplete assembly of MGEs. IMPORTANCE Gene-by-gene typing is widely used to detect clusters of foodborne illnesses that share a common origin. It remains actively debated whether the inclusion of accessory sequences in bacterial typing schema is informative or deleterious for cluster definitions in outbreak investigations due to the potential confounding effects of horizontal gene transfer. By training machine learning models on a curated set of historical Salmonella outbreaks, we revealed an enriched presence of outbreak distinguishing features in a wide range of mobile genetic elements. Systematic comparison of the efficacy of clustering different accessory elements against standard sequence typing methods led to our cataloging of scenarios where accessory sequence variations were beneficial and uninformative to resolving outbreak clusters. The presented work underscores the complexity of the molecular trends in enteric outbreaks and seeks to inspire novel computational ways to exploit whole-genome sequencing data in enteric disease surveillance and management.
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Affiliation(s)
- Chao Chun Liu
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, British Columbia, Canada
| | - William W. L. Hsiao
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, British Columbia, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
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6
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Zheng X, Xiang Y, Li X, Du X, Wang Y, Tian S, Xue J, Huang Y, Liu H, Wang Q, Liu H, Wang H, Wang C, Yang M, Jia H, Wang L, Xu X, Song L, Song H, Qiu S. An MDR Salmonella Enteritidis sublineage associated with gastroenteritis outbreaks and invasive disease in China. J Infect 2025; 90:106421. [PMID: 39855357 DOI: 10.1016/j.jinf.2025.106421] [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: 08/18/2024] [Revised: 01/09/2025] [Accepted: 01/13/2025] [Indexed: 01/27/2025]
Abstract
OBJECTIVES Salmonella enterica serovar Enteritidis (S. Enteritidis) is a commonly reported pathogen which adapts to multiple hosts and causes critical disease burden at a global level. Here, we investigated a recently derived epidemic sublineage with multidrug resistance (MDR), which have caused extended time-period and cross-regional gastroenteritis outbreaks and even invasive nontyphoidal Salmonella disease (iNTS) in China. METHODS Whole-genome sequencing and antimicrobial resistance (AMR) testing were applied to 729 Chinese S. Enteritidis isolates in relation to gastroenteritis outbreaks, gastrointestinal-sporadic and iNTS infections, spanning 28 years (1994-2021) in China. Phylogenomic analysis was performed to explore the population structure and evolutionary history of the Chinese isolates within a global context. Molecular investigations of AMR genes, virulence factors, mobile genetic elements and pan-genomes were also performed. RESULTS The Chinese S. Enteritidis collections exhibited a high level of multidrug resistance (MDR), including high resistance to nalidixic acid (97.67%). Notably, the multidrug resistance rate of iNTS strains has significantly increased over the past decade. Phylogenomic analysis showed that the majority of the Chinese isolates (98.63%) were distributed in the global pandemic lineage L1, while the other lineages were highly continent-specific. Particularly, the Chinese isolates were predominantly distributed in sublineages L1.2 (37.45%) and L1.3 (59.26%), forming two main Chinese clades (MCC1&2). The most recent common ancestor of MCC1&2 dated back to 1944 and 2004, respectively. The lineage L1, especially MCC1&2, harbored the most amount of AMR determinants and virulence genes, which was mainly due to the presence of a hybrid virulence-resistance plasmid and coexistence of different types of AMR plasmids in S. Enteritidis. CONCLUSIONS S. Enteritidis has evolved unique clonal clusters, MCC1&2, with critical MDR in China, which phylogenetically constitute an extension of the globally epidemic lineage and were characterized by distinct genetic traits. These clades have induced extensive outbreaks of gastroenteritis and serious cases of iNTS in China, underscoring the pressing nature and severity of this public health crisis. Implementing the One-Health strategy, longstanding routine surveillance and further genomic epidemiological studies are urgently required to capture epidemics, monitor changes in bacterial populations and determine the consequent risk to global public health.
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Affiliation(s)
- Xiaoyi Zheng
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China; College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, China
| | - Ying Xiang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Xiaoying Li
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Xinying Du
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Yule Wang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Sai Tian
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Jingzhuang Xue
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Ying Huang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Hongbo Liu
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Qi Wang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Hongbo Liu
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Hui Wang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Chao Wang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Mingjuan Yang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Huiqun Jia
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Ligui Wang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Xuebin Xu
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China.
| | - Lihua Song
- College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, China.
| | - Hongbin Song
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China.
| | - Shaofu Qiu
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China.
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7
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Wilson CN, Musicha P, Beale MA, Diness Y, Kanjerwa O, Salifu C, Katuah Z, Duncan P, Nyangu J, Mungu A, Deleza M, Banda L, Makhaza L, Elviss N, Jewell CP, Pinchbeck G, Thomson NR, Feasey NA, Fèvre EM. Salmonella carriage by geckos detected within households in Malawi. One Health 2024; 19:100848. [PMID: 39211934 PMCID: PMC11359967 DOI: 10.1016/j.onehlt.2024.100848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Accepted: 07/01/2024] [Indexed: 09/04/2024] Open
Abstract
Salmonella was isolated from 23/79 (29.1%) pooled gecko stool samples from households in southern Malawi. Whole genome sequencing of 47 individual isolates within this collection revealed 27 Salmonella serovars spanning two subspecies. Our results demonstrate that geckos play an important role in the carriage of Salmonella within households.
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Affiliation(s)
- Catherine N. Wilson
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, UK
- Malawi Liverpool Wellcome Programme, Blantyre, Malawi
- Wellcome Sanger Institute, Hinxton, UK
- The Queen's Veterinary School Hospital, University of Cambridge, UK
| | - Patrick Musicha
- Malawi Liverpool Wellcome Programme, Blantyre, Malawi
- Wellcome Sanger Institute, Hinxton, UK
| | | | - Yohane Diness
- Malawi Liverpool Wellcome Programme, Blantyre, Malawi
| | | | | | | | - Patricia Duncan
- Ministry of Agriculture and Food Security, Department of Animal Heath and Production, Malawi
| | - John Nyangu
- Ministry of Agriculture and Food Security, Department of Animal Heath and Production, Malawi
| | - Andrew Mungu
- Ministry of Agriculture and Food Security, Department of Animal Heath and Production, Malawi
| | - Muonaouza Deleza
- Lilongwe University of Agriculture and Natural Resources, Bunda, Lilongwe, Malawi
| | - Lawrence Banda
- Lilongwe University of Agriculture and Natural Resources, Bunda, Lilongwe, Malawi
| | | | | | | | - Gina Pinchbeck
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, UK
| | - Nicholas R. Thomson
- Wellcome Sanger Institute, Hinxton, UK
- The London School of Hygiene and Tropical Medicine, London, UK
| | - Nicholas A. Feasey
- Malawi Liverpool Wellcome Programme, Blantyre, Malawi
- Liverpool School of Tropical Medicine, Liverpool, UK
- The School of Medicine, University of Andrews, St. Andrews, UK
| | - Eric M. Fèvre
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, UK
- International Livestock Research Institute, Nairobi, Kenya
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8
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Carneiro DG, Vidigal PMP, Morgan T, Vanetti MCD. Genome sequencing and analysis of Salmonella enterica subsp. enterica serotype Enteritidis PT4 578: insights into pathogenicity and virulence. Access Microbiol 2024; 6:000828.v3. [PMID: 39686970 PMCID: PMC11649194 DOI: 10.1099/acmi.0.000828.v3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 07/16/2024] [Indexed: 12/18/2024] Open
Abstract
Salmonella enterica serotype Enteritidis is a generalist serotype that adapts to different hosts and transmission niches. It has significant epidemiological relevance and is among the most prevalent serotypes distributed in several countries. Salmonella Enteritidis causes self-limited gastroenteritis in humans, which can progress to systemic infection in immunocompromised individuals. The Salmonella pathogenicity mechanism is multifactorial and complex, including the presence of virulence factors that are encoded by virulence genes. Poultry products are considered significant reservoirs of many Salmonella serotypes, and Salmonella Enteritidis infections are often related to the consumption of chicken meat and eggs. This study reports the whole-genome sequence of Salmonella Enteritidis PT4 strain 578. A total of 165 genes (3.66%) of the 4506 coding sequences (CDS) predicted in its genome are virulence factors associated with cell invasion, intestinal colonization, and intracellular survival. The genome harbours twelve Salmonella pathogenicity islands (SPIs), with the SPI-1 and SPI-2 genes encoding type III secretion systems (T3SS) showing high conservation. Six prophage-related sequences were found, with regions of intact prophages corresponding to Salmon_118970_sal3 and Gifsy-2. The genome also contains two CRISPR systems. Comparative genome analysis with Salmonella Enteritidis ATCC 13076, Salmonella Typhimurium ATCC 13311, and Salmonella Typhimurium ATCC 14028 demonstrates that most unshared genes are related to metabolism, membrane, and hypothetical proteins. Finally, the phenotypic characterization evidenced differences among Salmonella Enteritidis PT4 578 and the other three serotypes regarding the expression of the red, dry, and rough (rdar) morphotype and biofilm formation. Overall, the genomic characterization and phenotypic properties expand knowledge of the mechanisms of pathogenicity in Salmonella Enteritidis PT4 578.
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Affiliation(s)
- Deisy G. Carneiro
- Departamento de Microbiologia, Universidade Federal de Viçosa (UFV), Av. Peter Henry Rolfs, Viçosa, 36570-900, Minas Gerais, Brazil
| | - Pedro Marcus P. Vidigal
- Núcleo de Análise de Biomoléculas (NuBioMol), Universidade Federal de Viçosa (UFV), Av. Peter Henry Rolfs, Viçosa 36570-900, Minas Gerais, Brazil
| | - Túlio Morgan
- Departamento de Microbiologia, Universidade Federal de Viçosa (UFV), Av. Peter Henry Rolfs, Viçosa, 36570-900, Minas Gerais, Brazil
| | - Maria Cristina D. Vanetti
- Departamento de Microbiologia, Universidade Federal de Viçosa (UFV), Av. Peter Henry Rolfs, Viçosa, 36570-900, Minas Gerais, Brazil
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9
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Waters EV, Lee WWY, Ismail Ahmed A, Chattaway MA, Langridge GC. From acute to persistent infection: revealing phylogenomic variations in Salmonella Agona. PLoS Pathog 2024; 20:e1012679. [PMID: 39480892 PMCID: PMC11556752 DOI: 10.1371/journal.ppat.1012679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 11/12/2024] [Accepted: 10/17/2024] [Indexed: 11/02/2024] Open
Abstract
Salmonella enterica serovar Agona (S. Agona) has been increasingly recognised as a prominent cause of gastroenteritis. This serovar is a strong biofilm former that can undergo genome rearrangement and enter a viable but non-culturable state whilst remaining metabolically active. Similar strategies are employed by S. Typhi, the cause of typhoid fever, during human infection, which are believed to assist with the transition from acute infection to chronic carriage. Here we report S. Agona's ability to persist in people and examine factors that might be contributing to chronic carriage. A review of 2233 S. Agona isolates from UK infections (2004-2020) and associated carriage was undertaken, in which 1155 had short-read sequencing data available. A subset of 207 isolates was selected from different stages of acute and persistent infections within individual patients. The subset underwent long-read sequencing and genome structure (GS) analysis, as well as phenotyping assays including carbon source utilisation and biofilm formation. Associations between genotypes and phenotypes were investigated to compare acute infections to those which progress to chronic. GS analysis revealed the conserved arrangement GS1.0 in 195 isolates, and 8 additional GSs in 12 isolates. These rearranged isolates were typically associated with early, convalescent carriage (3 weeks- 3 months). We also identified an increase in SNP variation during this period of infection. We believe this increase in genome-scale and SNP variation reflects a population expansion after acute S. Agona infection, potentially reflecting an immune evasion mechanism which enables persistent infection to become established.
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Affiliation(s)
- Emma V. Waters
- Microbes and Food Safety, Quadram Institute Bioscience, Norwich, United Kingdom
- Centre for Microbial Interactions, Norwich Research Park, Norwich, United Kingdom
| | - Winnie W. Y. Lee
- Microbes and Food Safety, Quadram Institute Bioscience, Norwich, United Kingdom
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
| | - Amina Ismail Ahmed
- Gastrointestinal Bacteria Reference Unit, United Kingdom Health Security Agency, London, United Kingdom
| | - Marie-Anne Chattaway
- Gastrointestinal Bacteria Reference Unit, United Kingdom Health Security Agency, London, United Kingdom
- Genomic and Enabling Data Health Protection Research Unit, University of Warwick, Coventry, United Kingdom
| | - Gemma C. Langridge
- Microbes and Food Safety, Quadram Institute Bioscience, Norwich, United Kingdom
- Centre for Microbial Interactions, Norwich Research Park, Norwich, United Kingdom
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10
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Turnbull JD, Dicks J, Adkin R, Dickinson A, Kaushal D, Semowo M, McGregor H, Alexander S. Notification of bacterial strains made available by the United Kingdom National Collection of Type Cultures in 2022. Access Microbiol 2024; 6:000756.v3. [PMID: 39130739 PMCID: PMC11316570 DOI: 10.1099/acmi.0.000756.v3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 05/03/2024] [Indexed: 08/13/2024] Open
Abstract
Here, we report on the one hundred and twenty-five bacterial strains made available by the National Collection of Type Cultures in 2022 alongside a commentary on the strains, their provenance and significance.
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Affiliation(s)
- Jake David Turnbull
- The National Collection of Type Cultures, UK Health Security Agency, 61 Colindale Avenue, Colindale, London, NW9 5EQ, UK
| | - Jo Dicks
- The National Collection of Type Cultures, UK Health Security Agency, 61 Colindale Avenue, Colindale, London, NW9 5EQ, UK
| | - Rachael Adkin
- The National Collection of Type Cultures, UK Health Security Agency, 61 Colindale Avenue, Colindale, London, NW9 5EQ, UK
| | - Alexander Dickinson
- The National Collection of Type Cultures, UK Health Security Agency, 61 Colindale Avenue, Colindale, London, NW9 5EQ, UK
| | - Dorota Kaushal
- The National Collection of Type Cultures, UK Health Security Agency, 61 Colindale Avenue, Colindale, London, NW9 5EQ, UK
| | - Mojisola Semowo
- The National Collection of Type Cultures, UK Health Security Agency, 61 Colindale Avenue, Colindale, London, NW9 5EQ, UK
| | - The NCTC 2022 Depositors Cohort
- The NCTC 2022 Depositors Cohort consists of individuals who deposited strains into the NCTC and those instrumental in preparing the strains for submission to the NCTC. The NCTC 2022 Depositors Cohort are: Kathy Bernard (ex. National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada), Marie Chattaway (Gastrointestinal Bacteria Reference Unit, UK Health Security Agency, Colindale, London, UK), Ka Lip Chew (Department of Laboratory Medicine, National University Hospital, Singapore, Singapore), Rachel Gilroy (ex. Microbes in the Food Chain Group, Quadram Institute, Norwich Research Park, Norwich, UK), Harriet Gooch (John Innes Centre, Norwich, UK), Thi Thu Hao Van (Royal Melbourne Institute of Technology, Bundoora Campus, Bundoora, Victoria, Australia), Jane Hawkey (Monash Central Clinical School, The Burnet Institute, Melbourne, Australia), Jay Hinton (Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, UK), Katie Hopkins (Antimicrobial Resistance & Mechanisms Service, Antimicrobial Resistance and Healthcare Associated Infections Unit, UK Health Security Agency, Colindale, London, UK), Claire Jenkins (Gastrointestinal Bacteria Reference Unit, Public Health England, Colindale, London, UK), Rob Mariman (Rijksinstituut voor Volksgezondheid en Milieu (RIVM), the National Institute for Public Health and the Environment, Bilthoven, The Netherlands), Despoina Mavridou (Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, USA), Mark Pallen (Quadram Institute, Norwich Research Park, Norwich, UK), Gavin Paterson (Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, Scotland, UK), Blanca Perez Sepulveda (Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, UK), Zeli Shen (Massachusetts Institute of Technology, Cambridge, Massachusetts, USA), Sho Shimada (Toho University, Faculty of Medicine, Omorinishi, Ota-ku, Tokyo), Sooyeon Song (Department of Animal Science, Jeonbuk National University, Backje-daero, Deokjin-gu, Jeonju-si, Jeollabuk-do, Republic of Korea), Dmitriy Volokhov (US Food and Drug Administration, Center for Biologics Evaluation and Research, Silver Spring, Maryland, USA), Thomas Wood (Pennsylvania State University, University Park, Pennsylvania, USA)
| | - Hannah McGregor
- The National Collection of Type Cultures, UK Health Security Agency, 61 Colindale Avenue, Colindale, London, NW9 5EQ, UK
| | - Sarah Alexander
- The National Collection of Type Cultures, UK Health Security Agency, 61 Colindale Avenue, Colindale, London, NW9 5EQ, UK
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11
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Traglia GM, Betancor L, Yim L, Iriarte A, Chabalgoity JA. Genotypic and phenotypic analysis of Salmonella enterica serovar Derby, looking for clues explaining the impairment of egg isolates to cause human disease. Front Microbiol 2024; 15:1357881. [PMID: 38903793 PMCID: PMC11186997 DOI: 10.3389/fmicb.2024.1357881] [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: 12/18/2023] [Accepted: 05/23/2024] [Indexed: 06/22/2024] Open
Abstract
Salmonella enterica serovar Derby causes foodborne disease (FBD) outbreaks worldwide, mainly from contaminated pork but also from chickens. During a major epidemic of FBD in Uruguay due to S. enteritidis from poultry, we conducted a large survey of commercially available eggs, where we isolated many S. enteritidis strains but surprisingly also a much larger number (ratio 5:1) of S. Derby strains. No single case of S. Derby infection was detected in that period, suggesting that the S. Derby egg strains were impaired for human infection. We sequenced fourteen of these egg isolates, as well as fifteen isolates from pork or human infection that were isolated in Uruguay before and after that period, and all sequenced strains had the same sequence type (ST40). Phylogenomic analysis was conducted using more than 3,500 genomes from the same sequence type (ST), revealing that Uruguayan isolates clustered into four distantly related lineages. Population structure analysis (BAPS) suggested the division of the analyzed genomes into nine different BAPS1 groups, with Uruguayan strains clustering within four of them. All egg isolates clustered together as a monophyletic group and showed differences in gene content with the strains in the other clusters. Differences included variations in the composition of mobile genetic elements, such as plasmids, insertion sequences, transposons, and phages, between egg isolates and human/pork isolates. Egg isolates showed an acid susceptibility phenotype, reduced ability to reach the intestine after oral inoculation of mice, and reduced induction of SPI-2 ssaG gene, compared to human isolates from other monophyletic groups. Mice challenge experiments showed that mice infected intraperitoneally with human/pork isolates died between 1-7 days p.i., while all animals infected with the egg strain survived the challenge. Altogether, our results suggest that loss of genes functions, the insertion of phages and the absence of plasmids in egg isolates may explain why these S. Derby were not capable of producing human infection despite being at that time, the main serovar recovered from eggs countrywide.
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Affiliation(s)
| | | | | | - Andrés Iriarte
- Departamento de Desarrollo Biotecnológico, Instituto de Higiene, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay
| | - José Alejandro Chabalgoity
- Departamento de Desarrollo Biotecnológico, Instituto de Higiene, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay
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12
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Kumwenda B, Canals R, Predeus AV, Zhu X, Kröger C, Pulford C, Wenner N, Lora LL, Li Y, Owen SV, Everett D, Hokamp K, Heyderman RS, Ashton PM, Gordon MA, Msefula CL, Hinton JCD. Salmonella enterica serovar Typhimurium ST313 sublineage 2.2 has emerged in Malawi with a characteristic gene expression signature and a fitness advantage. MICROLIFE 2024; 5:uqae005. [PMID: 38623411 PMCID: PMC11018118 DOI: 10.1093/femsml/uqae005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 03/27/2024] [Indexed: 04/17/2024]
Abstract
Invasive non-typhoidal Salmonella (iNTS) disease is a serious bloodstream infection that targets immune-compromised individuals, and causes significant mortality in sub-Saharan Africa. Salmonella enterica serovar Typhimurium ST313 causes the majority of iNTS in Malawi. We performed an intensive comparative genomic analysis of 608 S. Typhimurium ST313 isolates dating between 1996 and 2018 from Blantyre, Malawi. We discovered that following the arrival of the well-characterized S. Typhimurium ST313 lineage 2 in 1999, two multidrug-resistant variants emerged in Malawi in 2006 and 2008, designated sublineages 2.2 and 2.3, respectively. The majority of S. Typhimurium isolates from human bloodstream infections in Malawi now belong to sublineages 2.2 or 2.3. To understand the emergence of the prevalent ST313 sublineage 2.2, we studied two representative strains, D23580 (lineage 2) and D37712 (sublineage 2.2). The chromosome of ST313 lineage 2 and sublineage 2.2 only differed by 29 SNPs/small indels and a 3 kb deletion of a Gifsy-2 prophage region including the sseI pseudogene. Lineage 2 and sublineage 2.2 had distinctive plasmid profiles. The transcriptome was investigated in 15 infection-relevant in vitro conditions and within macrophages. During growth in physiological conditions that do not usually trigger S. Typhimurium SPI2 gene expression, the SPI2 genes of D37712 were transcriptionally active. We identified down-regulation of flagellar genes in D37712 compared with D23580. Following phenotypic confirmation of transcriptomic differences, we discovered that sublineage 2.2 had increased fitness compared with lineage 2 during mixed growth in minimal media. We speculate that this competitive advantage is contributing to the emergence of sublineage 2.2 in Malawi.
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Affiliation(s)
- Benjamin Kumwenda
- School of Life Sciences and Allied Health Professions, Kamuzu University of Health Sciences Blantyre, Blantyre, 265, Malawi
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
- Malawi–Liverpool–Wellcome Programme, Blantyre, 3, Malawi
| | - Rocío Canals
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
| | - Alexander V Predeus
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
| | - Xiaojun Zhu
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
| | - Carsten Kröger
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
- Department of Microbiology, Moyne Institute of Preventive Medicine, School of Genetics and Microbiology, Trinity College Dublin, Dublin, D02 PN40, Ireland
| | - Caisey Pulford
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
| | - Nicolas Wenner
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
| | - Lizeth Lacharme Lora
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
| | - Yan Li
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
| | - Siân V Owen
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
| | - Dean Everett
- Department of Public Health and Epidemiology, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, P.O. Box 127788, United Arab Emirates
| | - Karsten Hokamp
- Smurfit Institute of Genetics, School of Genetics and Microbiology, Trinity College Dublin, Dublin, D02 PN40, Ireland
| | - Robert S Heyderman
- Malawi–Liverpool–Wellcome Programme, Blantyre, 3, Malawi
- Research Department of Infection, Division of Infection & Immunity, University College London, London, WC1E 6BT, United Kingdom
| | | | - Melita A Gordon
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
- Malawi–Liverpool–Wellcome Programme, Blantyre, 3, Malawi
| | - Chisomo L Msefula
- School of Life Sciences and Allied Health Professions, Kamuzu University of Health Sciences Blantyre, Blantyre, 265, Malawi
- Malawi–Liverpool–Wellcome Programme, Blantyre, 3, Malawi
| | - Jay C D Hinton
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 7ZB, United Kingdom
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13
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Gordon MA. Tackling non-typhoidal Salmonella with humility. Nat Microbiol 2024; 9:582-583. [PMID: 38413835 DOI: 10.1038/s41564-024-01623-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/29/2024]
Affiliation(s)
- Melita A Gordon
- Malawi-Liverpool-Wellcome Programme, Blantyre, Malawi.
- Department of Clinical Infection, Microbiology and Infection, Institute of Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK.
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14
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Yuan Z, Yang X, Hu Z, Gao Y, Yan P, Zheng F, Hong K, Cen K, Mai Y, Bai Y, Guo Y, Zhou J. Investigating the impact of inflammatory response-related genes on renal fibrosis diagnosis: a machine learning-based study with experimental validation. J Biomol Struct Dyn 2024:1-13. [PMID: 38381715 DOI: 10.1080/07391102.2024.2317992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 02/07/2024] [Indexed: 02/23/2024]
Abstract
Renal fibrosis plays a crucial role in the progression of renal diseases, yet the lack of effective diagnostic markers poses challenges in scientific and clinical practices. In this study, we employed machine learning techniques to identify potential biomarkers for renal fibrosis. Utilizing two datasets from the GEO database, we applied LASSO, SVM-RFE and RF algorithms to screen for differentially expressed genes related to inflammatory responses between the renal fibrosis group and the control group. As a result, we identified four genes (CCL5, IFITM1, RIPK2, and TNFAIP6) as promising diagnostic indicators for renal fibrosis. These genes were further validated through in vivo experiments and immunohistochemistry, demonstrating their utility as reliable markers for assessing renal fibrosis. Additionally, we conducted a comprehensive analysis to explore the relationship between these candidate biomarkers, immunity, and drug sensitivity. Integrating these findings, we developed a nomogram with a high discriminative ability, achieving a concordance index of 0.933, enabling the prediction of disease risk in patients with renal fibrosis. Overall, our study presents a predictive model for renal fibrosis and highlights the significance of four potential biomarkers, facilitating clinical diagnosis and personalized treatment. This finding presents valuable insights for advancing precision medicine approaches in the management of renal fibrosis.
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Affiliation(s)
- Ziwei Yuan
- Department of Endocrinology, Taizhou Hospital of Zhejiang Province, Wenzhou Medical University, Taizhou, Zhejiang, China
| | - Xuejia Yang
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Zujian Hu
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yuanyuan Gao
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Penghua Yan
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Fan Zheng
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Kai Hong
- Department of General Surgery, Ningbo First Hospital, Ningbo, China
| | - Kenan Cen
- Department of General Surgery, Ningbo First Hospital, Ningbo, China
| | - Yifeng Mai
- Department of General Surgery, Ningbo First Hospital, Ningbo, China
| | - Yongheng Bai
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yangyang Guo
- Department of General Surgery, Ningbo First Hospital, Ningbo, China
| | - Jingzong Zhou
- Department of Endocrinology, Taizhou Hospital of Zhejiang Province, Wenzhou Medical University, Taizhou, Zhejiang, China
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15
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Wu Y, Mao W, Shao J, He X, Bao D, Yue M, Wang J, Shen W, Qiang X, Jia H, He F, Ruan Z. Monitoring the long-term spatiotemporal transmission dynamics and ecological surveillance of multidrug-resistant Salmonella enterica serovar Goldcoast: A multicenter genomic epidemiology study. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 912:169116. [PMID: 38065491 DOI: 10.1016/j.scitotenv.2023.169116] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 12/02/2023] [Accepted: 12/03/2023] [Indexed: 12/17/2023]
Abstract
The emergence of multidrug-resistant Salmonella enterica serovar Goldcoast poses a significant threat to the effective treatment and control of salmonellosis within the ecological environment. Here, we conducted a genomic epidemiological study delineate the global dissemination scenarios of the multidrug-resistant S. Goldcoast originated from 11 countries for over 20 years. The population structure and evolutionary history of multidrug-resistant S. Goldcoast was investigated through phylogenomic and long-term spatiotemporal transmission dynamic analysis. ST358 and ST2529 are the predominant lineages of S. Goldcoast. Multidrug-resistant S. Goldcoast strains have mainly been identified in the ST358 lineage from human and the ST2529 lineage from livestock. ST358 S. Goldcoast was estimated to have emerged in the United Kingdom in 1969, and then spread to China, with both countries serve as centers for the global dissemination of the ST358 lineage. After its emergence and subsequent spread in Chinese clinical and environmental samples, occasional instances of this lineage have been reported in Canada, the United Kingdom, and Ireland. Clonal transmission of ST358 and ST2529 S. Goldcoast have occurred not only on an international and intercontinental scale but also among clinical, environmental and livestock samples. These data indicated that international circulation and local transmission of S. Goldcoast have occurred for over a decade. Continued surveillance of multidrug-resistant S. Goldcoast from a global "One Health" perspective is urgently needed to facilitate monitoring the spread of the antimicrobial resistant high-risk clones.
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Affiliation(s)
- Yuye Wu
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China
| | - Weifang Mao
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China; Department of Clinical Laboratory, Shaoxing University Affiliated Hospital, Shaoxing 312000, China
| | - Jiayu Shao
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China; Department of Clinical Laboratory, The Third People's Hospital of Xiaoshan District, Hangzhou 311251, China
| | - Xianhong He
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China; Department of Clinical Laboratory, The Third People's Hospital of Xiaoshan District, Hangzhou 311251, China
| | - Danni Bao
- Department of Clinical Laboratory, Sanmen People's Hospital, Taizhou 317199, China
| | - Meina Yue
- Department of Clinical Laboratory, Hangzhou Children's Hospital, Hangzhou 310005, China
| | - Jinyue Wang
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China
| | - Weiwei Shen
- Taizhou Center for Disease Control and Prevention, Taizhou 318000, China
| | - Xinhua Qiang
- Department of Clinical Laboratory, The First People's Hospital of Huzhou, Huzhou 313000, China
| | - Huiqiong Jia
- Department of Laboratory Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China
| | - Fang He
- Laboratory Medicine Center, Department of Clinical Laboratory, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou 314408, China
| | - Zhi Ruan
- Department of Clinical Laboratory, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China; Key Laboratory of Precision Medicine in Diagnosis and Monitoring Research of Zhejiang Province, Hangzhou 310016, China.
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16
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Leão C, Silveira L, Usié A, Gião J, Clemente L, Themudo P, Amaro A, Pista A. Genetic Diversity of Salmonella enterica subsp. enterica Serovar Enteritidis from Human and Non-Human Sources in Portugal. Pathogens 2024; 13:112. [PMID: 38392849 PMCID: PMC10892295 DOI: 10.3390/pathogens13020112] [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: 12/06/2023] [Revised: 01/15/2024] [Accepted: 01/24/2024] [Indexed: 02/25/2024] Open
Abstract
Salmonella enterica subsp. enterica serovar Enteritidis (S. Enteritidis) is one of the leading causes of foodborne infections associated with broilers and laying hens. Portugal has had the lowest notification rates of salmonellosis in recent years, due to the vaccinations of layer and breeder flocks and strict compliance with biosecurity measures. However, data about the genetic diversity of S. Enteritidis in Portugal are scarce. In this study, 102 S. Enteritidis isolates selected from human (n = 63) and non-human sources (n = 39) were characterized by serotyping, antimicrobial susceptibility, and whole genome sequencing. The S. Enteritidis population was mainly resistant to fluoroquinolones, and a sole isolate showed resistance to extended-spectrum cephalosporins. ST11 was the most frequent sequence type, and three novel STs from human isolates (ST9236, ST4457, and ST9995) were assigned. Several Salmonella pathogenic islands (SPI) and Putative SPI were present in the genomes, namely SPI-1, 2, 3, 4, 5, 9, 10, 12, 13, and 14, C63PI, CS54_island, and 170 virulence genes were identified. The phylogenetic analysis revealed that strains from Portugal are genetically heterogeneous regarding sample type, collection date, and genetic content. This study increases the available data, essential to a better characterization of strains in a global context.
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Affiliation(s)
- Célia Leão
- Laboratory of Bacteriology and Mycology, Department of Antimicrobial Resistance, National Institute of Agrarian and Veterinary Research (INIAV, IP), 2780-157 Oeiras, Portugal; (C.L.); (J.G.); (L.C.); (P.T.); (A.A.)
- MED—Mediterranean Institute for Agriculture, Environment and Development, 7006-554 Évora, Portugal
| | - Leonor Silveira
- National Reference Laboratory for Gastrointestinal Infections, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge, 1649-016 Lisbon, Portugal;
| | - Ana Usié
- Department of Animal Genomics and Bioinformatics, Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo (CEBAL), Instituto Politécnico de Beja (IPBeja), 7801-908 Beja, Portugal;
- MED—Instituto Mediterrâneo para a Agricultura, Ambiente e Desenvolvimento & CHANGE–Global Change and Sustainability Institute, CEBAL, 7801-908 Beja, Portugal
| | - Joana Gião
- Laboratory of Bacteriology and Mycology, Department of Antimicrobial Resistance, National Institute of Agrarian and Veterinary Research (INIAV, IP), 2780-157 Oeiras, Portugal; (C.L.); (J.G.); (L.C.); (P.T.); (A.A.)
| | - Lurdes Clemente
- Laboratory of Bacteriology and Mycology, Department of Antimicrobial Resistance, National Institute of Agrarian and Veterinary Research (INIAV, IP), 2780-157 Oeiras, Portugal; (C.L.); (J.G.); (L.C.); (P.T.); (A.A.)
- CIISA—Centre for Interdisciplinary Research in Animal Health, Faculty of Veterinary Science, 1300-477 Lisbon, Portugal
| | - Patricia Themudo
- Laboratory of Bacteriology and Mycology, Department of Antimicrobial Resistance, National Institute of Agrarian and Veterinary Research (INIAV, IP), 2780-157 Oeiras, Portugal; (C.L.); (J.G.); (L.C.); (P.T.); (A.A.)
| | - Ana Amaro
- Laboratory of Bacteriology and Mycology, Department of Antimicrobial Resistance, National Institute of Agrarian and Veterinary Research (INIAV, IP), 2780-157 Oeiras, Portugal; (C.L.); (J.G.); (L.C.); (P.T.); (A.A.)
| | - Angela Pista
- National Reference Laboratory for Gastrointestinal Infections, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge, 1649-016 Lisbon, Portugal;
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Ormsby MJ, White HL, Metcalf R, Oliver DM, Feasey NA, Quilliam RS. Enduring pathogenicity of African strains of Salmonella on plastics and glass in simulated peri-urban environmental waste piles. JOURNAL OF HAZARDOUS MATERIALS 2024; 461:132439. [PMID: 37734312 DOI: 10.1016/j.jhazmat.2023.132439] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 08/28/2023] [Accepted: 08/28/2023] [Indexed: 09/23/2023]
Abstract
In low- and middle-income countries, plastic has become a major constituent of landfills and urban dump sites. Environmental plastic pollution can also provide a novel surface for the formation of microbial biofilm, which often includes pathogenic bacteria and viruses. Here, under conditions simulating a peri-urban waste pile typical of an African informal settlement, we aimed to determine if pathogenic Salmonella spp. can retain their virulence following a prolonged period of desiccation on the surfaces of environmental plastic and glass. We show that clinically (and environmentally) relevant strains of Salmonella including S. Enteritidis, S. Typhimurium and S. Typhi can persist on plastic and glass for at least 28-days and that temperature (which increases with the depth of an urban waste pile) is a key determinant of this survival. All three strains of Salmonella retained their pathogenicity (determined by using a Galleria mellonella model of infection) following their recovery from the plastisphere indicating that plastics in the environment can act as reservoirs for human pathogens and could facilitate their persistence for extended periods of time. Pathogens colonising environmental plastic waste therefore pose a heightened public health risk, particularly in areas where people are frequently exposed to plastic pollution.
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Affiliation(s)
- Michael J Ormsby
- Biological and Environmental Sciences, Faculty of Natural Sciences, University of Stirling, Stirling FK9 4LA, UK.
| | - Hannah L White
- Biological and Environmental Sciences, Faculty of Natural Sciences, University of Stirling, Stirling FK9 4LA, UK
| | - Rebecca Metcalf
- Biological and Environmental Sciences, Faculty of Natural Sciences, University of Stirling, Stirling FK9 4LA, UK
| | - David M Oliver
- Biological and Environmental Sciences, Faculty of Natural Sciences, University of Stirling, Stirling FK9 4LA, UK
| | - Nicholas A Feasey
- Malawi-Liverpool Wellcome Research Programme, Blantyre, Malawi; Kamuzu University of Health Sciences, Blantyre, Malawi; Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Richard S Quilliam
- Biological and Environmental Sciences, Faculty of Natural Sciences, University of Stirling, Stirling FK9 4LA, UK
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18
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MacLennan CA. The Background, Role and Approach for Development of a Controlled Human Infection Model for Nontyphoidal Salmonella. Curr Top Microbiol Immunol 2024; 445:315-335. [PMID: 34958419 DOI: 10.1007/82_2021_246] [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] [Indexed: 11/25/2022]
Abstract
Nontyphoidal Salmonella (NTS) is responsible for a major global burden of disease and economic loss, particularly in low- and middle-income countries. It is designated a priority pathogen by the WHO for vaccine development and, with new impetus from vaccine developers, the establishment of an NTS controlled human infection model (CHIM) is timely and valuable. The broadly dichotomous clinical presentations of diarrhoea and invasive disease, commonly bacteraemia, present significant challenges to the development of an NTS CHIM. Nevertheless, if successful, such a CHIM will be invaluable for understanding the pathogenesis of NTS disease, identifying correlates of protection and advancing candidate vaccines towards licensure. This article describes the background case for a CHIM for NTS, the role of such a CHIM and outlines a potential approach to its development.
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Affiliation(s)
- Calman A MacLennan
- Jenner Institute, Nuffield Department of Medicine, University of Oxford, Oxford, OX3 7DQ, UK.
- Bill & Melinda Gates Foundation, 62 Buckingham Gate, London, SW16AJ, UK.
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Kavai SM, Mbae C, Wairimu C, Ngetich R, Wakio Z, Onsaŕe R, Kariuki S. Association of Sickle Cell Disease, Malaria and HIV in Multi Drug Resistant Invasive Non-typhoidal Salmonella Isolated from Outpatient and Hospitalised Children Below 16 Years in Informal Settlements in Nairobi County, Kenya. EAST AFRICA SCIENCE 2024; 6:48-54. [PMID: 39544623 PMCID: PMC11561362 DOI: 10.24248/easci.v6i1.92] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2024]
Abstract
Background Invasive non-typhoidal Salmonella (iNTS) disease continues to be a major public health problem, especially in sub-Saharan Africa (SSA), where incidence rates are 227 cases [range 152-341] per 100,000 populations. Populations at risk of iNTS include adults with human immunodeficiency virus (HIV) infection, malnourished children, and those with recent malaria or sickle-cell anaemia (SCA). In Kenya, iNTS disease is particularly a major challenge in poor informal settlements, with infants and young children less than 5 years of age being the most affected. Our study aimed to investigate the association between sickle cell disease, malaria, and HIV in multi-drug-resistant invasive non-typhoidal Salmonella from outpatient and hospitalised children ≤16 years in informal settlements in Nairobi County, Kenya. Methods This study recruited 16,679 children aged ≤16 years who presented with salmonellosis symptoms for a period of 6 years (2013-2018). The patients were age-matched with controls (asymptomatic individuals). The study was conducted at 3 outpatient sites and 1 inpatient site; the outpatient sites were all located within the Mukuru informal settlement. The inpatient site was Mbagathi district hospital, which serves patients residing in Kibera informal settlement. Blood and stool samples from children with fever ≥38°C and/or diarrhea and stool samples alone from controls were collected for processing for the presence of iNTS using basic microbiology procedures including culture, serology, and Kirby Bauer disc diffusion for sensitivity testing. Dry blood spots were also taken and processed for sickle cell protein markers using high-performance liquid chromatography (HPLC). HIV and malaria tests were also conducted using rapid tests, respectively. Results From the total of 22,246 blood and stool samples tested, 741 (3.3%) tested positive for Salmonella species. A total of 338 (45.6%) iNTS were isolated across all 4 sites; these consisted of 158 (21.3%) Salmonella Enteritidis and 180 (24.3%) Salmonella Typhimurium. The most common resistance phenotype was against ampicillin, chloramphenicol, and sulfamethoxazole trimethoprim. A total of 118 (34.9%) isolates were multidrug-resistant (MDR). Out of 2,684 dry blood samples subjected to HPLC for investigation of sickle cell disease traits, 1820 (67.8%) had normal haemoglobin (Hb AA/Hb AF); 162/2684 (6%) tested positive for sickle cell traits (Hb AS/Hb AFS). Some patients positive for iNTS were also found to have other co-morbidities; 4 (0.1%) tested positive for sickle cell disease (Hb FS), malaria, and HIV 8 (2.4%) and 5 (1.5%), respectively. Conclusion The high prevalence of MDR iNTS isolates and emerging resistance to third-generation cephalosporins is of great concern, as they are the recommended drugs for the management of iNTS in our settings. Sickle cell disease, malaria, and HIV were all not major factors associated with iNTS disease among children in Mukuru and Kibera informal settlements.
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Affiliation(s)
- Susan Mutile Kavai
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Cecilia Mbae
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Celestine Wairimu
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Ronald Ngetich
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Zillah Wakio
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Robert Onsaŕe
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Samuel Kariuki
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
- Wellcome Sanger Institute, Hinxton, Cambridge CA10 1SA, United Kingdom
- Drugs for Neglected Diseases Initiative
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20
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Worley MJ. Salmonella Bloodstream Infections. Trop Med Infect Dis 2023; 8:487. [PMID: 37999606 PMCID: PMC10675298 DOI: 10.3390/tropicalmed8110487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 10/23/2023] [Accepted: 10/24/2023] [Indexed: 11/25/2023] Open
Abstract
Salmonella is a major foodborne pathogen of both animals and humans. This bacterium is responsible for considerable morbidity and mortality world-wide. Different serovars of this genus cause diseases ranging from self-limiting gastroenteritis to a potentially fatal systemic disease known as enteric fever. Gastrointestinal infections with Salmonella are usually self-limiting and rarely require medical intervention. Bloodstream infections, on the other hand, are often fatal even with hospitalization. This review describes the routes and underlying mechanisms of the extraintestinal dissemination of Salmonella and the chronic infections that sometimes result. It includes information on the pathogenicity islands and individual virulence factors involved in systemic dissemination as well as a discussion of the host factors that mediate susceptibility. Also, the major outbreaks of invasive Salmonella disease in the tropics are described.
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Affiliation(s)
- Micah J Worley
- Department of Biology, University of Louisville, Louisville, KY 40292, USA
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Hagedoorn NN, Murthy S, Birkhold M, Marchello CS, Crump JA. Prevalence and distribution of non-typhoidal Salmonella enterica serogroups and serovars isolated from normally sterile sites: A global systematic review. Epidemiol Infect 2023; 152:e4. [PMID: 37850326 PMCID: PMC10789991 DOI: 10.1017/s0950268823001693] [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: 06/13/2023] [Revised: 10/10/2023] [Accepted: 10/11/2023] [Indexed: 10/19/2023] Open
Abstract
To inform coverage by potential vaccines, we aimed to systematically review evidence on the prevalence and distribution of non-typhoidal Salmonella enterica serogroups and serovars. We searched four databases from inception through 4 June 2021. Articles were included that reported at least one non-typhoidal S. enterica strain by serogroup or serovar isolated from a normally sterile site. Of serogrouped isolates, we pooled the prevalence of serogroup O:4, serogroup O:9, and other serogroups using random-effects meta-analyses. Of serotyped isolates, we pooled the prevalence of Salmonella Typhimurium (member of serogroup O:4), Salmonella Enteritidis (member of serogroup O:9), and other serovars. Of 82 studies yielding 24,253 serogrouped isolates, the pooled prevalence (95% CI) was 44.6% (36.2%-48.2%) for serogroup O:4, 45.5% (37.0%-49.1%) for serogroup O:9, and 9.9% (6.1%-13.3%) for other serogroups. Of serotyped isolates, the pooled prevalence (95%CI) was 36.8% (29.9%-44.0%) for Salmonella Typhimurium, 37.8% (33.2%-42.4%) for Salmonella Enteritidis, and 18.4% (11.4%-22.9%) for other serovars. Of global serogrouped non-typhoidal Salmonella isolates from normally sterile sites, serogroup O:4 and O:9 together accounted for 90%, and among serotyped isolates, serovars Typhimurium and Enteritidis together accounted for 75%. Vaccine development strategies covering serogroups O:4 and O:9, or serovars Typhimurium and Enteritidis, have the potential to prevent the majority of non-typhoidal Salmonella invasive disease.
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Affiliation(s)
| | - Shruti Murthy
- Centre for International Health, University of Otago, Dunedin, New Zealand
| | - Megan Birkhold
- Department of Surgery, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | | | - John A. Crump
- Centre for International Health, University of Otago, Dunedin, New Zealand
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Falay D, Hardy L, Bonebe E, Mattheus W, Ngbonda D, Lunguya O, Jacobs J. Intestinal carriage of invasive non-typhoidal Salmonella among household members of children with Salmonella bloodstream infection, Kisangani, DR Congo. Front Microbiol 2023; 14:1241961. [PMID: 37901802 PMCID: PMC10602682 DOI: 10.3389/fmicb.2023.1241961] [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: 06/18/2023] [Accepted: 09/18/2023] [Indexed: 10/31/2023] Open
Abstract
Introduction Invasive non-typhoidal Salmonella (iNTS), mainly Salmonella Typhimurium and Salmonella Enteritidis, causes a severe burden in sub-Saharan Africa; however, its reservoir (animal or environmental) is unclear. The present study assessed healthy household members of index patients for intestinal carriage of Salmonella. Methods Index patients were admitted to the University Hospital of Kisangani (DR Congo), and Salmonella was grown from blood cultures. Household members were asked to provide three stool samples for culture for Salmonella. Salmonella Typhimurium and S. Enteritidis isolates from index patients, and household members were assessed for genetic relatedness using the multiple-locus variable number of tandem repeat analysis (MLVA), and the multilocus sequence type (ST) was determined by whole genome sequencing. Results Between May 2016 and January 2020, 22 households were visited. The index patient serotypes were Typhimurium, Enteritidis, Typhi, and Paratyphi C; II:42:r:-; and I:7:y:- (n = 8, 7, 5, and each 1, respectively). The median (range) delay between the index patient and household sampling was 25 days (2 days to 7.3 months); 203 household members provided at least one stool sample. In all, 15 (7.3%) Salmonella carriers were found in nine of 22 households. For one index patient, the household comprised S. Typhimurium in four household members, including the index patient, sampled 27 days after bloodstream infection; the MLVA types of these five isolates were similar. They belonged to ST313 lineage 2 and were closely related [0-1 allelic distance (AD) among the stool isolates and eight AD with the blood culture isolate]. In another household, the stool culture of the index patient (obtained 67 days after bloodstream infection) grew S. Enteritidis of the same MLVA type; both isolates belonged to the ST11 Central/Eastern African clade and were closely related (three AD). Discussion The present study provides evidence of household clustering of S. Typhimurium ST313 and intestinal carriage of iNTS several weeks after bloodstream infection.
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Affiliation(s)
- Dadi Falay
- Department of Pediatrics, University Hospital of Kisangani, Kisangani, Democratic Republic of Congo
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Liselotte Hardy
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Edmonde Bonebe
- Department of Microbiology, National Institute for Biomedical Research, Kinshasa, Democratic Republic of Congo
| | - Wesley Mattheus
- Division of Human Bacterial Diseases, Sciensano, Uccle, Belgium
| | - Dauly Ngbonda
- Department of Pediatrics, University Hospital of Kisangani, Kisangani, Democratic Republic of Congo
| | - Octavie Lunguya
- Department of Microbiology, National Institute for Biomedical Research, Kinshasa, Democratic Republic of Congo
- Department of Microbiology, University Teaching Hospital of Kinshasa, Kinshasa, Democratic Republic of Congo
| | - Jan Jacobs
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
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Muthumbi EM, Mwanzu A, Mbae C, Bigogo G, Karani A, Mwarumba S, Verani JR, Kariuki S, Scott JAG. The epidemiology of fecal carriage of nontyphoidal Salmonella among healthy children and adults in three sites in Kenya. PLoS Negl Trop Dis 2023; 17:e0011716. [PMID: 37883602 PMCID: PMC10629669 DOI: 10.1371/journal.pntd.0011716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 11/07/2023] [Accepted: 10/10/2023] [Indexed: 10/28/2023] Open
Abstract
BACKGROUND Despite the importance of non-Typhoidal Salmonella (NTS) disease in Africa, epidemiologic data on carriage and transmission are few. These data are important to understand the transmission of NTS in Africa and to design control strategies. METHOD To estimate the prevalence of stool carriage of NTS in Kenya, we conducted a cross-sectional study in Kilifi, Nairobi, and Siaya, sites with a low, moderate and high incidence of invasive NTS disease, respectively. At each site, we randomly selected 100 participants in each age-group of 0-11 months, 12-59 months, 5-14 years, 15-54 years and ≥55 years. We collected stool, venous blood (for hemoglobin and malaria rapid tests), anthropometric measurements, and administered a questionnaire on Water Access Sanitation and Hygiene (WASH) practices. Stool samples were cultured on selective agar for Salmonella; suspect isolates underwent serotyping and antimicrobial susceptibility testing. RESULT Overall, 53 (3.5%) isolates of NTS were cultured from 1497 samples. Age-adjusted prevalence was 13.1% (95%CI 8.8-17.4) in Kilifi, 0.4% (95%CI 0-1.3) in Nairobi, and 0.9% (95%CI 0-2.0) in Siaya. Prevalence was highest among those aged 15-54 years (6.2%). Of 53 isolates; 5 were S. Enteritidis, 1 was S. Typhimurium. No S. Typhi was isolated. None of the risk factors were associated with carriage of NTS. All isolates were susceptible to all antibiotics tested, including ampicillin, chloramphenicol, ciprofloxacin and co-trimoxazole. CONCLUSION Prevalence of fecal carriage was high in Kilifi, an area of low incidence of invasive NTS disease and was low in areas of higher incidence in Nairobi and Siaya. The age-prevalence, risk factors, geographical and serotype distribution of NTS in carriage differs from invasive disease.
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Affiliation(s)
- Esther M. Muthumbi
- Kenya Medical Research Institute–Centre for Geographic Medicine Research, Coast, Kilifi, Kenya
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Alfred Mwanzu
- Kenya Medical Research Institute–Centre for Geographic Medicine Research, Coast, Kilifi, Kenya
| | - Cecilia Mbae
- Kenya Medical Research Institute–Centre for Microbiology Research, Nairobi, Kenya
| | - Godfrey Bigogo
- Kenya Medical Research Institute–Centre for Global Health Research, Kisumu, Kenya
| | - Angela Karani
- Kenya Medical Research Institute–Centre for Geographic Medicine Research, Coast, Kilifi, Kenya
| | - Salim Mwarumba
- Kenya Medical Research Institute–Centre for Geographic Medicine Research, Coast, Kilifi, Kenya
| | - Jennifer R. Verani
- U.S. Centers for Disease Control and Prevention, Division of Global Health Protection, Nairobi, Kenya
| | - Samuel Kariuki
- Kenya Medical Research Institute–Centre for Microbiology Research, Nairobi, Kenya
| | - J. Anthony G. Scott
- Kenya Medical Research Institute–Centre for Geographic Medicine Research, Coast, Kilifi, Kenya
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
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Smith C, Smith E, Chiu C, Hinton J, Perez Sepulveda B, Gordon M, Choy RK, Hill PW, Meiring JE, Darton TC, Carey ME, Cooke G, Gibani MM. The Challenge Non-Typhoidal Salmonella (CHANTS) Consortium: Development of a non-typhoidal Salmonella controlled human infection model: Report from a consultation group workshop, 05 July 2022, London, UK. Wellcome Open Res 2023; 8:111. [PMID: 37808389 PMCID: PMC10558987 DOI: 10.12688/wellcomeopenres.19012.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/11/2023] [Indexed: 10/10/2023] Open
Abstract
Invasive non-typhoidal Salmonella disease (iNTS) is a major cause of morbidity and mortality globally, particularly as a cause of bloodstream infection in children and immunocompromised adults in sub-Saharan Africa. Vaccines to prevent non-typhoidal Salmonella (NTS) would represent a valuable public health tool in this setting to avert cases and prevent expansion of antimicrobial resistance. Several NTS and combination typhoidal-NTS vaccine candidates are in early-stage development, although the pathway to licensure is unclear due to challenges in conducting large phase III field trials. Controlled human infection models (CHIM) present an opportunity to accelerate vaccine development for a range of enteric pathogens. Several recent typhoidal Salmonella CHIMs have been conducted safely and have played pivotal roles in progressing vaccine candidates to pre-qualification and licensure. The Challenge Non-Typhoidal Salmonella (CHANTS) consortium has been formed with funding from the Wellcome Trust, to deliver the first NTS CHIM, which can act as a platform for future vaccine evaluation. This paper reports the conclusions of a consultation group workshop convened with key stakeholders. The aims of this meeting were to: (1) define the rationale for an NTS CHIM (2) map the NTS vaccine pipeline (3) refine study design and (4) establish potential future use cases.
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Affiliation(s)
- Christopher Smith
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - Emma Smith
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - Christopher Chiu
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - Jay Hinton
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, L69 3BX, UK
| | - Blanca Perez Sepulveda
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, L69 3BX, UK
| | - Melita Gordon
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, L69 3BX, UK
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
| | | | - Peter W.S. Hill
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - James E. Meiring
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, S10 2TN, UK
| | - Thomas C. Darton
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, S10 2TN, UK
| | - Megan E. Carey
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Graham Cooke
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - Malick M. Gibani
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - CHANTS Consortium
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, L69 3BX, UK
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
- PATH, Seattle, Washington, 98121, USA
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, S10 2TN, UK
- Department of Medicine, University of Cambridge, Cambridge, UK
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25
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Smith C, Smith E, Chiu C, Hinton J, Perez Sepulveda B, Gordon M, Choy RK, Hill PW, Meiring JE, Darton TC, Carey ME, Cooke G, Gibani MM. The Challenge Non-Typhoidal Salmonella (CHANTS) Consortium: Development of a non-typhoidal Salmonella controlled human infection model: Report from a consultation group workshop, 05 July 2022, London, UK. Wellcome Open Res 2023; 8:111. [PMID: 37808389 PMCID: PMC10558987 DOI: 10.12688/wellcomeopenres.19012.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/11/2023] [Indexed: 04/21/2024] Open
Abstract
Invasive non-typhoidal Salmonella disease (iNTS) is a major cause of morbidity and mortality globally, particularly as a cause of bloodstream infection in children and immunocompromised adults in sub-Saharan Africa. Vaccines to prevent non-typhoidal Salmonella (NTS) would represent a valuable public health tool in this setting to avert cases and prevent expansion of antimicrobial resistance. Several NTS and combination typhoidal-NTS vaccine candidates are in early-stage development, although the pathway to licensure is unclear due to challenges in conducting large phase III field trials. Controlled human infection models (CHIM) present an opportunity to accelerate vaccine development for a range of enteric pathogens. Several recent typhoidal Salmonella CHIMs have been conducted safely and have played pivotal roles in progressing vaccine candidates to pre-qualification and licensure. The Challenge Non-Typhoidal Salmonella (CHANTS) consortium has been formed with funding from the Wellcome Trust, to deliver the first NTS CHIM, which can act as a platform for future vaccine evaluation. This paper reports the conclusions of a consultation group workshop convened with key stakeholders. The aims of this meeting were to: (1) define the rationale for an NTS CHIM (2) map the NTS vaccine pipeline (3) refine study design and (4) establish potential future use cases.
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Affiliation(s)
- Christopher Smith
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - Emma Smith
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - Christopher Chiu
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - Jay Hinton
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, L69 3BX, UK
| | - Blanca Perez Sepulveda
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, L69 3BX, UK
| | - Melita Gordon
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, L69 3BX, UK
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
| | | | - Peter W.S. Hill
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - James E. Meiring
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, S10 2TN, UK
| | - Thomas C. Darton
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, S10 2TN, UK
| | - Megan E. Carey
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Graham Cooke
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - Malick M. Gibani
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
| | - CHANTS Consortium
- Department of Infectious Disease, Imperial College London, London, W2 1PG, UK
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, L69 3BX, UK
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
- PATH, Seattle, Washington, 98121, USA
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, S10 2TN, UK
- Department of Medicine, University of Cambridge, Cambridge, UK
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Nuanmuang N, Leekitcharoenphon P, Njage PMK, Gmeiner A, Aarestrup FM. An Overview of Antimicrobial Resistance Profiles of Publicly Available Salmonella Genomes with Sufficient Quality and Metadata. Foodborne Pathog Dis 2023; 20:405-413. [PMID: 37540138 PMCID: PMC10510693 DOI: 10.1089/fpd.2022.0080] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/05/2023] Open
Abstract
Salmonella enterica (S. enterica) is a commensal organism or pathogen causing diseases in animals and humans, as well as widespread in the environment. Antimicrobial resistance (AMR) has increasingly affected both animal and human health and continues to raise public health concerns. A decade ago, it was estimated that the increased use of whole genome sequencing (WGS) combined with sharing of public data would drastically change and improve the surveillance and understanding of Salmonella epidemiology and AMR. This study aimed to evaluate the current usefulness of public WGS data for Salmonella surveillance and to investigate the associations between serovars, antibiotic resistance genes (ARGs), and metadata. Out of 191,306 Salmonella genomes deposited in European Nucleotide Archive and NCBI databases, 47,452 WGS with sufficient minimum metadata (country, year, and source) of S. enterica were retrieved from 116 countries and isolated between 1905 and 2020. For in silico analysis of the WGS data, KmerFinder, SISTR, and ResFinder were used for species, serovars, and AMR identification, respectively. The results showed that the five common isolation sources of S. enterica are human (29.10%), avian (22.50%), environment (11.89%), water (9.33%), and swine (6.62%). The most common ARG profiles for each class of antimicrobials are β-lactam (blaTEM-1B; 6.78%), fluoroquinolone [(parC[T57S], qnrB19); 0.87%], folate pathway antagonist (sul2; 8.35%), macrolide [mph(A); 0.39%], phenicol (floR; 5.94%), polymyxin B (mcr-1.1; 0.09%), and tetracycline [tet(A); 12.95%]. Our study reports the first overview of ARG profiles in publicly available Salmonella genomes from online databases. All data sets from this study can be searched at Microreact.
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Affiliation(s)
- Narong Nuanmuang
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Pimlapas Leekitcharoenphon
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Patrick Murigu Kamau Njage
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Alexander Gmeiner
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Frank M. Aarestrup
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark
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27
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Mashe T, Thilliez G, Chaibva BV, Leekitcharoenphon P, Bawn M, Nyanzunda M, Robertson V, Tarupiwa A, Al-Khanaq H, Baker D, Gosa M, Kock MM, Midzi S, Witson ML, Jorge M, Jensen JD, Aarestrup FM, Weill FX, Hendriksen RS, Ehlers MM, Kingsley RA. Highly drug resistant clone of Salmonella Kentucky ST198 in clinical infections and poultry in Zimbabwe. NPJ ANTIMICROBIALS AND RESISTANCE 2023; 1:6. [PMID: 39843602 PMCID: PMC11721084 DOI: 10.1038/s44259-023-00003-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 03/27/2023] [Indexed: 01/24/2025]
Abstract
A highly multidrug-resistant strain of Salmonella enterica serotype Kentucky (S. Kentucky) of sequence type (ST)198 emerged in North Africa and has since spread widely. To investigate the genetic diversity and phylogenetic relationship of S. Kentucky in Zimbabwe and identify potential sources of infection, the whole-genome sequence of 37 S. Kentucky strains isolated from human clinical infections and from poultry farms between 2017 and 2020 was determined. Of 37 S. Kentucky isolates, 36 were ST198 and one was ST152. All ST198 isolates had between six and fifteen antimicrobial resistance (AMR) genes, and 92% carried at least ten AMRs. All ST198 isolates harbored the Salmonella genomic island K-Israel variant (SGI1-KIV) integrated into the chromosome with aac(3)-ld, aac(6)-laa, aadA7, blaTEM-1, sul1, and tetA genes, with occasional sporadic loss of one or more genes noted from five isolates. All ST198 isolates also had mutations in the quinolone resistance-determining region of the gyrA and parC genes. The blaCTX-M-14.1 and fosA3 genes were present in 92% of the ST198 isolates, conferring resistance to extended-spectrum cephalosporins and fosfomycin, respectively, were present on an IncHI2 plasmid with the aadA2b, aadA1, aph(3')-Ib, aph(6')-Id, cmlA1 and sul3 AMR genes. S. Kentucky ST198 isolates from Zimbabwe formed a closely related phylogenetic clade that emerged from a previously reported global epidemic population. The close genetic relationship and population structure of the human clinical and poultry isolates of ST198 in Zimbabwe are consistent with poultry being an important source of highly resistant strains of S. Kentucky in Zimbabwe.
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Affiliation(s)
- Tapfumanei Mashe
- University of Pretoria, Pretoria, South Africa.
- National Microbiology Reference Laboratory, Harare, Zimbabwe.
- World Health Organization, Harare, Zimbabwe.
| | | | | | | | - Matt Bawn
- Quadram Institute Bioscience, Norwich, UK
- Earlham Insitute, Norwich, UK
- University of Leeds, Leeds, UK
| | | | | | - Andrew Tarupiwa
- National Microbiology Reference Laboratory, Harare, Zimbabwe
| | | | - Dave Baker
- Quadram Institute Bioscience, Norwich, UK
| | | | - Marleen M Kock
- University of Pretoria, Pretoria, South Africa
- National Health Laboratory Service, Pretoria, South Africa
| | | | | | | | | | | | | | | | - Marthie M Ehlers
- University of Pretoria, Pretoria, South Africa
- National Health Laboratory Service, Pretoria, South Africa
| | - Robert A Kingsley
- Quadram Institute Bioscience, Norwich, UK.
- University of East Anglia, Norwich, UK.
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28
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Fei X, Li Q, Jiao X, Olsen JE. Identification of Salmonella Pullorum Factors Affecting Immune Reaction in Macrophages from the Avian Host. Microbiol Spectr 2023; 11:e0078623. [PMID: 37191575 PMCID: PMC10269470 DOI: 10.1128/spectrum.00786-23] [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: 02/24/2023] [Accepted: 05/04/2023] [Indexed: 05/17/2023] Open
Abstract
The host-specific Salmonella serovar S. Pullorum (SP) modulates the chicken immune response to a Th2-biased response associated with persistent infection. This is different from the Th1-biased immune response induced by the genetically close serovar, S. Enteritidis (SE). Based on core genome differences between SP and SE, we used three complementary bioinformatics approaches to identify SP genes, which may be important for stimulation of the immune response. Defined mutants were constructed in selected genes, and the infection potential and ability of mutants to stimulate cytokine production in avian derived HD11 macrophages were determined. Deletion of large genomic regions unique to SP did not change infection potential nor immune stimulation significantly. Mutants in genes with conserved single nucleotide polymorphisms (SNPs) between the two serovars in the region 100 bp upstream of the start codon (conserved upstream SNPs [CuSNPs]) such as sseE, osmB, tolQ, a putative immune antigen, and a putative persistent infection factor, exhibited differences in induction of inflammatory cytokines compared to wild-type SP, suggesting a possible role of these CuSNPs in immune regulation. Single nucleotide SP mutants correcting for the CuSNP difference were constructed in the upstream region of sifA and pipA. The SNP corrected pipA mutant expressed pipA at a higher level than the wild-type SP strain, and the mutant differentially caused upregulation of proinflammatory cytokines. It suggests that this CuSNP is important for the suppression of proinflammatory responses. In conclusion, this study has identified putative immune stimulating factors of relevance to the difference in infection dynamics between SP and SE in avian macrophages. IMPORTANCE Salmonella Pullorum is host specific to avian species, where it causes life-threatening infection in young birds. It is unknown why it is host restricted and causes systemic disease, rather than gastroenteritis normally seen with Salmonella. In the present study, we identified genes and single nucleotide polymorphisms (SNPs; relative to the broad-host-range type Salmonella Enteritidis), which affected survival and immune induction in macrophages from hens suggesting a role in development of the host specific infection. Further studies of such genes may enable understanding of which genetic factors determine the development of host specific infection by S. Pullorum. In this study, we developed an in silico approach to predict candidate genes and SNPs for development of the host-specific infection and the specific induction of immunity associated with this infection. This study flow can be used in similar studies in other clades of bacteria.
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Affiliation(s)
- Xiao Fei
- Key Laboratory of Prevention and Control of Biological Hazard Factors (Animal Origin) for Agri-Food Safety and Quality, Ministry of Agriculture of China, Yangzhou University, Yangzhou, People’s Republic of China
- Jiangsu Key Lab of Zoonosis/Jiangsu Co-Innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, Yangzhou University, Yangzhou, People’s Republic of China
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, Yangzhou University, Yangzhou, People’s Republic of China
- Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Qiuchun Li
- Key Laboratory of Prevention and Control of Biological Hazard Factors (Animal Origin) for Agri-Food Safety and Quality, Ministry of Agriculture of China, Yangzhou University, Yangzhou, People’s Republic of China
- Jiangsu Key Lab of Zoonosis/Jiangsu Co-Innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, Yangzhou University, Yangzhou, People’s Republic of China
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, Yangzhou University, Yangzhou, People’s Republic of China
| | - Xinan Jiao
- Key Laboratory of Prevention and Control of Biological Hazard Factors (Animal Origin) for Agri-Food Safety and Quality, Ministry of Agriculture of China, Yangzhou University, Yangzhou, People’s Republic of China
- Jiangsu Key Lab of Zoonosis/Jiangsu Co-Innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, Yangzhou University, Yangzhou, People’s Republic of China
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, Yangzhou University, Yangzhou, People’s Republic of China
| | - John Elmerdahl Olsen
- Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
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29
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Petrin S, Wijnands L, Benincà E, Mughini-Gras L, Delfgou-van Asch EHM, Villa L, Orsini M, Losasso C, Olsen JE, Barco L. Assessing phenotypic virulence of Salmonella enterica across serovars and sources. Front Microbiol 2023; 14:1184387. [PMID: 37346753 PMCID: PMC10279978 DOI: 10.3389/fmicb.2023.1184387] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 05/15/2023] [Indexed: 06/23/2023] Open
Abstract
Introduction Whole genome sequencing (WGS) is increasingly used for characterizing foodborne pathogens and it has become a standard typing technique for surveillance and research purposes. WGS data can help assessing microbial risks and defining risk mitigating strategies for foodborne pathogens, including Salmonella enterica. Methods To test the hypothesis that (combinations of) different genes can predict the probability of infection [P(inf)] given exposure to a certain pathogen strain, we determined P(inf) based on invasion potential of 87 S. enterica strains belonging to 15 serovars isolated from animals, foodstuffs and human patients, in an in vitro gastrointestinal tract (GIT) model system. These genomes were sequenced with WGS and screened for genes potentially involved in virulence. A random forest (RF) model was applied to assess whether P(inf) of a strain could be predicted based on the presence/absence of those genes. Moreover, the association between P(inf) and biofilm formation in different experimental conditions was assessed. Results and Discussion P(inf) values ranged from 6.7E-05 to 5.2E-01, showing variability both among and within serovars. P(inf) values also varied between isolation sources, but no unambiguous pattern was observed in the tested serovars. Interestingly, serovars causing the highest number of human infections did not show better ability to invade cells in the GIT model system, with strains belonging to other serovars displaying even higher infectivity. The RF model did not identify any virulence factor as significant P(inf) predictors. Significant associations of P(inf) with biofilm formation were found in all the different conditions for a limited number of serovars, indicating that the two phenotypes are governed by different mechanisms and that the ability to form biofilm does not correlate with the ability to invade epithelial cells. Other omics techniques therefore seem more promising as alternatives to identify genes associated with P(inf), and different hypotheses, such as gene expression rather than presence/absence, could be tested to explain phenotypic virulence [P(inf)].
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Affiliation(s)
- Sara Petrin
- Microbial Ecology and Microrganisms Genomics Laboratory, Istituto Zooprofilattico Sperimentale delle Venezie, Legnaro, Padova, Italy
- Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Frederiksberg C, Denmark
| | - Lucas Wijnands
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Elisa Benincà
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Lapo Mughini-Gras
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, Netherlands
| | - Ellen H. M. Delfgou-van Asch
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Laura Villa
- Department of Infectious Diseases, Istituto Superiore di Sanità, Rome, Italy
| | - Massimiliano Orsini
- Microbial Ecology and Microrganisms Genomics Laboratory, Istituto Zooprofilattico Sperimentale delle Venezie, Legnaro, Padova, Italy
| | - Carmen Losasso
- Microbial Ecology and Microrganisms Genomics Laboratory, Istituto Zooprofilattico Sperimentale delle Venezie, Legnaro, Padova, Italy
| | - John E. Olsen
- Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Frederiksberg C, Denmark
| | - Lisa Barco
- WHOA and National Reference Laboratory for Salmonellosis, Istituto Zooprofilattico Sperimentale delle Venezie, Legnaro, Padova, Italy
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30
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Song Z, Zheng J, Zhao Y, Yin J, Zheng D, Hu H, Liu H, Sun M, Ruan L, Liu F. Population genomics and pathotypic evaluation of the bacterial leaf blight pathogen of rice reveals rapid evolutionary dynamics of a plant pathogen. Front Cell Infect Microbiol 2023; 13:1183416. [PMID: 37305415 PMCID: PMC10250591 DOI: 10.3389/fcimb.2023.1183416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 05/05/2023] [Indexed: 06/13/2023] Open
Abstract
The Xanthomonas oryzae pv. oryzae (Xoo) is a bacterial pathogen causing bacterial blight disease in rice, resulting in significant yield reductions of up to 50% in rice production. Despite its serious threat to food production globally, knowledge of its population structure and virulence evolution is relatively limited. In this study, we employed whole-genome sequencing to explore the diversity and evolution of Xoo in the main rice-growing areas of China over the past 30 years. Using phylogenomic analysis, we revealed six lineages. CX-1 and CX-2 primarily contained Xoo isolates from South China, while CX-3 represented Xoo isolates from North China. Xoo isolates belonging to CX-5 and CX-6 were the most prevalent across all studied areas, persisting as dominant lineages for several decades. Recent sporadic disease outbreaks were primarily caused by Xoo isolates derived from the two major lineages, CX-5 and CX-6, although Xoo isolates from other lineages also contributed to these outbreaks. The lineage and sub-lineage distributions of Xoo isolates were strongly correlated with their geographical origin, which was found to be mainly determined by the planting of the two major rice subspecies, indica and japonica. Moreover, large-scale virulence testing was conducted to evaluate the diversity of pathogenicity for Xoo. We found rapid virulence evolution against rice, and its determinant factors included the genetic background of Xoo, rice resistance genes, and planting environment of rice. This study provides an excellent model for understanding the evolution and dynamics of plant pathogens in the context of their interactions with their hosts, which are shaped by a combination of geographical conditions and farming practices. The findings of this study may have important implications for the development of effective strategies for disease management and crop protection in rice production systems.
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Affiliation(s)
- Zhiwei Song
- Institute of Plant Protection, Jiangsu Academy of Agricultural Sciences, Nanjing, China
| | - Jinshui Zheng
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Hubei Key Laboratory of Agricultural Bioinformatics, Huazhong Agricultural University, Wuhan, China
| | - Yancun Zhao
- Institute of Plant Protection, Jiangsu Academy of Agricultural Sciences, Nanjing, China
| | - Jiakang Yin
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Hubei Key Laboratory of Agricultural Bioinformatics, Huazhong Agricultural University, Wuhan, China
| | - Dehong Zheng
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Hubei Key Laboratory of Agricultural Bioinformatics, Huazhong Agricultural University, Wuhan, China
| | - Huifeng Hu
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Hubei Key Laboratory of Agricultural Bioinformatics, Huazhong Agricultural University, Wuhan, China
| | - Hongxia Liu
- Department of Plant Pathology, College of Plant Protection, Nanjing Agricultural University, Nanjing, China
| | - Ming Sun
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Hubei Key Laboratory of Agricultural Bioinformatics, Huazhong Agricultural University, Wuhan, China
| | - Lifang Ruan
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Hubei Key Laboratory of Agricultural Bioinformatics, Huazhong Agricultural University, Wuhan, China
| | - Fengquan Liu
- Institute of Plant Protection, Jiangsu Academy of Agricultural Sciences, Nanjing, China
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Crump JA, Nyirenda TS, Kalonji LM, Phoba MF, Tack B, Platts-Mills JA, Gordon MA, Kariuki SM. Nontyphoidal Salmonella Invasive Disease: Challenges and Solutions. Open Forum Infect Dis 2023; 10:S32-S37. [PMID: 37274526 PMCID: PMC10236517 DOI: 10.1093/ofid/ofad020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023] Open
Abstract
Nontyphoidal Salmonella are a leading cause of community-onset bacteremia and other serious infections in sub-Saharan African countries where large studies indicate that they are an uncommon cause of moderate-to-severe diarrhea. Approximately 535 000 nontyphoidal Salmonella invasive disease illnesses and 77 500 deaths were estimated to occur in 2017; 422 000 (78.9%) illnesses and 66 500 (85.9%) deaths in countries in sub-Saharan Africa. Lineages of Salmonella enterica serovar Typhimurium sequence type (ST) 313 and lineages of Salmonella enterica serovar Enteritidis ST11 dominate as causes of invasive disease. A major reservoir for these specific strains outside of humans has not been identified to date. Human fecal shedding of such strains is common in areas where nontyphoidal Salmonella invasive disease incidence is high. The case-fatality ratio of nontyphoidal Salmonella invasive disease is approximately 15%. Early diagnosis and treatment are needed to avert fatal outcomes. Antimicrobial resistance, including multiple drug resistance, decreased fluoroquinolone susceptibility, and resistance to third-generation cephalosporins, is increasing in prevalence and is likely to further compromise patient outcomes. Naturally acquired immunity against invasive disease develops in children aged >3 years in endemic areas, likely mediated in part by the sequential acquisition of T-cell immunity, followed by antigen-specific immunoglobulin G antibodies. Vaccines in preclinical or clinical development include live-attenuated S. enterica serovar Typhimurium, nontyphoidal S. enterica core and O-polysaccharide glycoconjugates, multiple antigen-presenting system complexes, and generalized modules for membrane antigens vaccines. The latter are in phase I trials in Europe and Africa. Both vaccine use, and other effective, evidence-based nonvaccine interventions, are needed to prevent and control nontyphoidal Salmonella invasive disease.
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Affiliation(s)
- John A Crump
- Centre for International Health, University of Otago, Dunedin, New Zealand
| | - Tonney S Nyirenda
- Department of Pathology, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Lisette Mbuyi Kalonji
- Department of Medical Biology, University Hospital of Kinshasa, Kinshasa, Democratic Republic of the Congo
- Department of Microbiology, Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo
| | - Marie-France Phoba
- Department of Medical Biology, University Hospital of Kinshasa, Kinshasa, Democratic Republic of the Congo
- Department of Microbiology, Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo
| | - Bieke Tack
- Department of Clinical Science, Institute of Tropical Medicine, Antwerp, Belgium
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - James A Platts-Mills
- Division of Infectious Diseases and International Health, School of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Melita A Gordon
- Malawi Liverpool Wellcome Trust Programme, Blantyre, Malawi
- Institute of Infection, Veterinary, and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Samuel M Kariuki
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
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32
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Fong WY, Canals R, Predeus AV, Perez-Sepulveda B, Wenner N, Lacharme-Lora L, Feasey N, Wigley P, Hinton JCD. Genome-wide fitness analysis identifies genes required for in vitro growth and macrophage infection by African and global epidemic pathovariants of Salmonella enterica Enteritidis. Microb Genom 2023; 9:mgen001017. [PMID: 37219927 PMCID: PMC10272866 DOI: 10.1099/mgen.0.001017] [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: 09/08/2022] [Accepted: 03/17/2023] [Indexed: 05/24/2023] Open
Abstract
Salmonella enterica Enteritidis is the second most common serovar associated with invasive non-typhoidal Salmonella (iNTS) disease in sub-Saharan Africa. Previously, genomic and phylogenetic characterization of S . enterica Enteritidis isolates from the human bloodstream led to the discovery of the Central/Eastern African clade (CEAC) and West African clade, which were distinct from the gastroenteritis-associated global epidemic clade (GEC). The African S . enterica Enteritidis clades have unique genetic signatures that include genomic degradation, novel prophage repertoires and multi-drug resistance, but the molecular basis for the enhanced propensity of African S . enterica Enteritidis to cause bloodstream infection is poorly understood. We used transposon insertion sequencing (TIS) to identify the genetic determinants of the GEC representative strain P125109 and the CEAC representative strain D7795 for growth in three in vitro conditions (LB or minimal NonSPI2 and InSPI2 growth media), and for survival and replication in RAW 264.7 murine macrophages. We identified 207 in vitro -required genes that were common to both S . enterica Enteritidis strains and also required by S . enterica Typhimurium, S . enterica Typhi and Escherichia coli , and 63 genes that were only required by individual S . enterica Enteritidis strains. Similar types of genes were required by both P125109 and D7795 for optimal growth in particular media. Screening the transposon libraries during macrophage infection identified 177 P125109 and 201 D7795 genes that contribute to bacterial survival and replication in mammalian cells. The majority of these genes have proven roles in Salmonella virulence. Our analysis uncovered candidate strain-specific macrophage fitness genes that could encode novel Salmonella virulence factors.
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Affiliation(s)
- Wai Yee Fong
- Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- Present address: Department of Laboratory Medicine and Pathology, School of Medicine, University of Washington, Seattle, USA
| | - Rocío Canals
- Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- Present address: GSK Vaccines Institute for Global Health S.R.L., Siena, Italy
| | - Alexander V. Predeus
- Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- Present address: Wellcome Trust Sanger Institute, Cambridge, UK
| | - Blanca Perez-Sepulveda
- Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Nicolas Wenner
- Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- Present address: Biozentrum, University of Basel, Basel, Switzerland
| | - Lizeth Lacharme-Lora
- Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Nicholas Feasey
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
- Malawi-Liverpool-Wellcome Research Programme, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Paul Wigley
- Infection Biology and Microbiomes, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Neston, UK
- Present address: Bristol Veterinary School,University of Bristol, Langford Campus, UK
| | - Jay C. D. Hinton
- Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
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Bayliss SC, Locke RK, Jenkins C, Chattaway MA, Dallman TJ, Cowley LA. Rapid geographical source attribution of Salmonella enterica serovar Enteritidis genomes using hierarchical machine learning. eLife 2023; 12:e84167. [PMID: 37042517 PMCID: PMC10147375 DOI: 10.7554/elife.84167] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 04/02/2023] [Indexed: 04/13/2023] Open
Abstract
Salmonella enterica serovar Enteritidis is one of the most frequent causes of Salmonellosis globally and is commonly transmitted from animals to humans by the consumption of contaminated foodstuffs. In the UK and many other countries in the Global North, a significant proportion of cases are caused by the consumption of imported food products or contracted during foreign travel, therefore, making the rapid identification of the geographical source of new infections a requirement for robust public health outbreak investigations. Herein, we detail the development and application of a hierarchical machine learning model to rapidly identify and trace the geographical source of S. Enteritidis infections from whole genome sequencing data. 2313 S. Enteritidis genomes, collected by the UKHSA between 2014-2019, were used to train a 'local classifier per node' hierarchical classifier to attribute isolates to four continents, 11 sub-regions, and 38 countries (53 classes). The highest classification accuracy was achieved at the continental level followed by the sub-regional and country levels (macro F1: 0.954, 0.718, 0.661, respectively). A number of countries commonly visited by UK travelers were predicted with high accuracy (hF1: >0.9). Longitudinal analysis and validation with publicly accessible international samples indicated that predictions were robust to prospective external datasets. The hierarchical machine learning framework provided granular geographical source prediction directly from sequencing reads in <4 min per sample, facilitating rapid outbreak resolution and real-time genomic epidemiology. The results suggest additional application to a broader range of pathogens and other geographically structured problems, such as antimicrobial resistance prediction, is warranted.
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Affiliation(s)
- Sion C Bayliss
- Bristol Veterinary School, University of BristolBristolUnited Kingdom
| | - Rebecca K Locke
- Milner Centre for Evolution, Life Sciences Department, University of BathBathUnited Kingdom
- Genomic Laboratory Hub (GLH), Addenbrooke’s Hospital, Cambridge University Hospitals NHS Foundation TrustCambridgeUnited Kingdom
| | - Claire Jenkins
- Gastrointestinal Reference Services, UK Health Security AgencyLondonUnited Kingdom
| | - Marie Anne Chattaway
- Gastrointestinal Reference Services, UK Health Security AgencyLondonUnited Kingdom
| | - Timothy J Dallman
- Institute for Risk Assessment Sciences, Utrecht UniversityUtrechtNetherlands
| | - Lauren A Cowley
- Milner Centre for Evolution, Life Sciences Department, University of BathBathUnited Kingdom
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Campbell ZA, Njiru N, Mhone AL, Makumi A, Moineau S, Svitek N. Gender-Responsive Design of Bacteriophage Products to Enhance Adoption by Chicken Keepers in Kenya. Viruses 2023; 15:v15030746. [PMID: 36992455 PMCID: PMC10053416 DOI: 10.3390/v15030746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 03/07/2023] [Accepted: 03/10/2023] [Indexed: 03/15/2023] Open
Abstract
Women and men keeping chickens in Kenya aspire to have a source of income, feed their families healthy food, and grow their businesses. Managing animal diseases and minimizing input costs enable their success. This study uses qualitative methods to recommend design opportunities for a veterinary product under development in Kenya that contains bacteriophages (phages) that target pathogenic Salmonella strains responsible for fowl typhoid, salmonellosis, and pullorum in chickens and foodborne illness in people. Our findings revealed the interplay between gender and two production systems: free-range and semi-intensive. Chicken keepers in both systems could benefit from phages combined with the orally administered Newcastle disease vaccine, one of the most commonly used preventive veterinary interventions, or phages as a treatment for fowl typhoid. Oral administration is less labor intensive, with greater benefits for women who have less control over family labor and reported doing more care tasks themselves. Men in free-range systems usually pay for veterinary inputs. In semi-intensive production systems, a phage-based product used prophylactically could be an alternative to expensive, intramuscular fowl typhoid vaccines. Keeping layers was common for women in semi-intensive systems, as they are more economically impacted by reduced laying caused by bacterial diseases. Awareness of zoonoses was low, but men and women were concerned about the negative health effects of drug residues in meat and eggs. Therefore, highlighting the lack of a withdrawal period for a phage product may appeal to customers. Antibiotics are used to both treat and prevent diseases, and phage products will need to do both to compete in the Kenyan market. These findings guide the ongoing design of a phage-based product with the goal of introducing a new veterinary product that meets the diverse needs of chicken keepers in Africa and serves as an alternative or complement to antibiotics.
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Affiliation(s)
- Zoë A. Campbell
- International Livestock Research Institute (ILRI), P.O. Box 30709, Nairobi 00100, Kenya; (N.N.)
- Correspondence:
| | - Nelly Njiru
- International Livestock Research Institute (ILRI), P.O. Box 30709, Nairobi 00100, Kenya; (N.N.)
| | - Amos Lucky Mhone
- International Livestock Research Institute (ILRI), P.O. Box 30709, Nairobi 00100, Kenya; (N.N.)
| | - Angela Makumi
- International Livestock Research Institute (ILRI), P.O. Box 30709, Nairobi 00100, Kenya; (N.N.)
| | - Sylvain Moineau
- Département de Biochimie, de Microbiologie, et de Bio-Informatique, Faculté des Sciences et de Génie, Université Laval, Québec, QC G1V 0A6, Canada
- Félix d’Hérelle Reference Center for Bacterial Viruses, Université Laval, Québec, QC G1V 0A6, Canada
| | - Nicholas Svitek
- International Livestock Research Institute (ILRI), P.O. Box 30709, Nairobi 00100, Kenya; (N.N.)
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Chirwa EB, Dale H, Gordon MA, Ashton PM. What is the Source of Infections Causing Invasive Nontyphoidal Salmonella Disease? Open Forum Infect Dis 2023; 10:ofad086. [PMID: 36910696 PMCID: PMC10004642 DOI: 10.1093/ofid/ofad086] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 02/16/2023] [Indexed: 02/22/2023] Open
Abstract
Invasive nontyphoidal Salmonella (iNTS) disease is a clinical condition distinct from Salmonella gastroenteritis. With an overall case-fatality rate of 14.5%, iNTS remains a major cause of morbidity and mortality, particularly in sub-Saharan Africa. However, the sources of infections that lead to cases of iNTS remain unclear. Broadly, there are 2 hypotheses as to the source of infections: (i) transmission from a zoonotic reservoir, similar to other nontyphoidal salmonelloses; or (ii) person-to-person transmission. Here we review several recent studies that have asked, "What is the source of infections causing invasive nontyphoidal Salmonella disease?" Two studies reported isolates in the stool of household members of iNTS cases that were very closely related (<3 single-nucleotide polymorphisms) to the iNTS case isolates; this is consistent with the hypothesis of person-to-person transmission, but infection from a common source (eg, a foodstuff) cannot be excluded. On the other hand, thorough investigations of the domestic environment of iNTS cases and the food pathway found only a single iNTS-associated Salmonella Enteritidis isolate. Therefore, we recommend that future studies test the hypothesis that iNTS is transmitted between people within the domestic environment. Further studies of food and water pathways are also warranted.
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Affiliation(s)
- Esmeda B Chirwa
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.,Salmonella group, Malawi Liverpool Wellcome Programme, Blantyre, Malawi
| | - Helen Dale
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.,Salmonella group, Malawi Liverpool Wellcome Programme, Blantyre, Malawi
| | - Melita A Gordon
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.,Salmonella group, Malawi Liverpool Wellcome Programme, Blantyre, Malawi
| | - Philip M Ashton
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom.,Salmonella group, Malawi Liverpool Wellcome Programme, Blantyre, Malawi
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Genomic Epidemiology and Multilevel Genome Typing of Australian Salmonella enterica Serovar Enteritidis. Microbiol Spectr 2023; 11:e0301422. [PMID: 36625638 PMCID: PMC9927265 DOI: 10.1128/spectrum.03014-22] [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] [Indexed: 01/11/2023] Open
Abstract
Salmonella enterica serovar Enteritidis is one of the leading causes of salmonellosis in Australia. In this study, a total of 568 S. Enteritidis isolates from two Australian states across two consecutive years were analyzed and compared to international strains, using the S. Enteritidis multilevel genome typing (MGT) database, which contained 40,390 publicly available genomes from 99 countries. The Australian S. Enteritidis isolates were divided into three phylogenetic clades (A, B, and C). Clades A and C represented 16.4% and 3.5% of the total isolates, respectively, and were of local origin. Clade B accounted for 80.1% of the isolates which belonged to seven previously defined lineages but was dominated by the global epidemic lineage. At the MGT5 level, three out of five top sequence types (STs) in Australia were also top STs in Asia, suggesting that a fair proportion of Australian S. Enteritidis cases may be epidemiologically linked with Asian strains. In 2018, a large egg-associated local outbreak was caused by a recently defined clade B lineage prevalent in Europe and was closely related, but not directly linked, to three European isolates. Additionally, over half (54.8%) of predicted multidrug resistance (MDR) isolates belonged to 10 MDR-associated MGT-STs, which were also frequent in Asian S. Enteritidis . Overall, this study investigated the genomic epidemiology of S. Enteritidis in Australia, including the first large local outbreak, using MGT. The open MGT platform enables a standardized and sharable nomenclature that can be effectively applied to public health for unified surveillance of S. Enteritidis nationally and globally. IMPORTANCE Salmonella enterica serovar Enteritidis is a leading cause of foodborne infections. We previously developed a genomic typing database (MGTdb) for S. Enteritidis to facilitate global surveillance of this pathogen. In this study, we examined the genomic features of Australian S. Enteritidis using the MGTdb and found that Australian S. Enteritidis is mainly epidemiologically linked with Asian strains (especially strains carrying antimicrobial resistance genes), followed by European strains. The first large-scale egg-associated local outbreak in Australia was caused by a recently defined lineage prevalent in Europe, and three European isolates in the MGTdb were closely related but not directly linked to this outbreak. In summary, the S. Enteritidis MGTdb open platform is shown to be a potentially powerful tool for national and global public health surveillance of this pathogen.
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Evaluation of Genomic Typing Methods in the Salmonella Reference Laboratory in Public Health, England, 2012-2020. Pathogens 2023; 12:pathogens12020223. [PMID: 36839496 PMCID: PMC9966477 DOI: 10.3390/pathogens12020223] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 01/12/2023] [Accepted: 01/27/2023] [Indexed: 02/04/2023] Open
Abstract
We aim to provide an evidence-based evaluation of whole genome sequence (WGS) methods, employed at the Salmonella reference laboratory in England, in terms of its impact on public health and whether these methods remain a fit for purpose test under UKAS ISO 15189. The evaluation of the genomic methods were mapped against the value of detecting microbiological clusters to support the investigation of food-borne outbreaks of Salmonella in England between 2012-2020. The analysis of WGS with both SNP- and allelic-based methods provided an unprecedented level of strain discrimination and detection of additional clusters when comparing to all of the previous typing methods. The robustness of the routine genomic sequencing at the reference laboratory ensured confidence in the microbiological identifications, even in large outbreaks with complex international food distribution networks. There was evidence that the phylogeny derived from the WGS data can be used to inform the provenance of strains and support discrimination between domestic and non-domestic transmission events. Further insight on the evolutionary context of the emerging pathogenic strains was enabled with a deep dive of the phylogenetic data, including the detection of nested clusters. The public availability of the WGS data linked to the clinical, epidemiological and environmental context of the sequenced strains has improved the trace-back investigations during outbreaks. The global expansion in the use of WGS-based typing in reference laboratories has shown that the WGS methods are a fit for purpose test in public health as it has ensured the rapid implementation of interventions to protect public health, informed risk assessment and has facilitated the management of national and international food-borne outbreaks of Salmonella.
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Cao G, Zhao S, Kuang D, Hsu CH, Yin L, Luo Y, Chen Z, Xu X, Strain E, McDermott P, Allard M, Brown E, Meng J, Zheng J. Geography shapes the genomics and antimicrobial resistance of Salmonella enterica Serovar Enteritidis isolated from humans. Sci Rep 2023; 13:1331. [PMID: 36693882 PMCID: PMC9873609 DOI: 10.1038/s41598-022-24150-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 11/10/2022] [Indexed: 01/25/2023] Open
Abstract
Multidrug-resistant (MDR) Salmonella has been a long-standing challenge in public health and food safety. The prevalence of MDR S. Enteritidis, especially isolated from humans, in China is significantly higher than those from the U.S. and other countries. A dataset of 197 S. Enteritidis genomes, including 16 sequenced clinical isolates from China and 181 downloaded genomes of human isolates from the U.S., Europe, and Africa, was analyzed for genomic diversity, virulence potential, and antimicrobial resistance (AMR). Phylogenomic analyses identified four major well-supported clades (I-IV). While AMR genotype in the majority of isolates in clades I and IV displayed as pan-susceptible, 81.8% (9/11) and 22.4% (13/58) of isolates in clades III and II were MDR, respectively. It is noted that 77% (10/13) of MDR isolates in clade II were from China. The most common antimicrobial resistance genes (ARGs) carried by the Chinese isolates were aph(3')-IIa, blaCTX-M-55, and blaTEM-1B, whereas blaTEM-1B, sul1, sul2, drfA7, aph(3")-Ib/strA, and aph(6)-Id/strB were most often identified in those from Africa (clade III). Among the 14 plasmid types identified, IncX1 and IncFII(pHN7A8) were found exclusively in the Chinese MDR isolates, while IncQ1 was highly associated with the African MDR isolates. The spvRABCD virulence operon was present in 94.9% (187/197) of isolates tested and was highly associated with both the IncF (IncFII and IncFIB) plasmids. In addition, phylogenetic differences in distribution of Salmonella pathogenicity islands (SPIs), prophages and other accessory genes were also noted. Taken together, these findings provide new insights into the molecular mechanisms underpinning diversification of MDR S. Enteritidis.
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Affiliation(s)
- Guojie Cao
- Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, College Park, MD, 20740, USA.
| | - Shaohua Zhao
- Center for Veterinary Medicine, U.S. Food and Drug Administration, Laurel, MD, 20708, USA
| | - Dai Kuang
- Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Chih-Hao Hsu
- Center for Veterinary Medicine, U.S. Food and Drug Administration, Laurel, MD, 20708, USA
| | - Lanlan Yin
- Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, College Park, MD, 20740, USA
| | - Yan Luo
- Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, College Park, MD, 20740, USA
| | - Zhao Chen
- Joint Institute for Food Safety and Applied Nutrition, Center for Food Safety & Security Systems, Department of Nutrition and Food Science, University of Maryland, College Park, MD, USA
| | - Xuebin Xu
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Errol Strain
- Center for Veterinary Medicine, U.S. Food and Drug Administration, Laurel, MD, 20708, USA
| | - Patrick McDermott
- Center for Veterinary Medicine, U.S. Food and Drug Administration, Laurel, MD, 20708, USA
| | - Marc Allard
- Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, College Park, MD, 20740, USA
| | - Eric Brown
- Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, College Park, MD, 20740, USA
| | - Jianghong Meng
- Joint Institute for Food Safety and Applied Nutrition, Center for Food Safety & Security Systems, Department of Nutrition and Food Science, University of Maryland, College Park, MD, USA
| | - Jie Zheng
- Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, College Park, MD, 20740, USA.
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Characterization of the Role of Two-Component Systems in Antibiotic Resistance Formation in Salmonella enterica Serovar Enteritidis. mSphere 2022; 7:e0038322. [PMID: 36286534 PMCID: PMC9769886 DOI: 10.1128/msphere.00383-22] [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] [Indexed: 01/13/2023] Open
Abstract
The two-component system (TCS) is one of the primary pathways by which bacteria adapt to environmental stresses such as antibiotics. This study aimed to systematically explore the role of TCSs in the development of multidrug resistance (MDR) in Salmonella enterica serovar Enteritidis. Twenty-six in-frame deletion mutants of TCSs were generated from S. Enteritidis SJTUF12367 (the wild type [WT]). Antimicrobial susceptibility tests with these mutants revealed that 10 TCSs were involved in the development of antibiotic resistance in S. Enteritidis. In these 10 pairs of TCSs, functional defects in CpxAR, PhoPQ, and GlnGL in various S. Enteritidis isolates led to a frequent decrease in MIC values against at least three classes of clinically important antibiotics, including cephalosporins and quinolones, which indicated the importance of these TCSs to the formation of MDR. Interaction network analysis via STRING revealed that the genes cpxA, cpxR, phoP, and phoQ played important roles in the direct interaction with global regulatory genes and the relevant genes of efflux pumps and outer membrane porins. Quantitative reverse transcription-PCR analysis further demonstrated that the increased susceptibility to cephalosporins and quinolones in ΔphoP and ΔcpxR mutant cells was accompanied by increased expression of membrane porin genes (ompC, ompD, and ompF) and reduced expression of efflux pump genes (acrA, macB, and mdtK), as well as an adverse transcription of the global regulatory genes (ramA and crp). These results indicated that CpxAR and PhoPQ played an important role in the development of MDR in S. Enteritidis through regulation of cell membrane permeability and efflux pump activity. IMPORTANCE S. Enteritidis is a predominant Salmonella serotype that causes human salmonellosis and frequently exhibits high-level resistance to commonly used antibiotics, including cephalosporins and quinolones. Although TCSs are known as regulators for bacterial adaptation to stressful conditions, which modulates β-lactam resistance in Vibrio parahaemolyticus and colistin resistance in Salmonella enterica serovar Typhimurium, there is little knowledge of their functional mechanisms underlying the development of antibiotic resistance in S. Enteritidis. Here, we systematically identified the TCS elements in S. Enteritidis SJTUF12367, revealed that the three TCSs CpxAR, PhoPQ, and GlnGL were crucial for the MDR formation in S. Enteritidis, and preliminarily illustrated the regulatory functions of CpxAR and PhoPQ for antimicrobial resistance genes. Our work provides the basis to understand the important TCSs that regulate formation of antibiotic resistance in S. Enteritidis.
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Multiplex PCR Assay for Clade Typing of Salmonella enterica Serovar Enteritidis. Microbiol Spectr 2022; 10:e0318222. [PMID: 36409092 PMCID: PMC9769638 DOI: 10.1128/spectrum.03182-22] [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] [Indexed: 11/23/2022] Open
Abstract
Salmonella enterica serovar Enteritidis is one of the most commonly reported serovars of nontyphoidal Salmonella causing human disease and is responsible for both gastroenteritis and invasive nontyphoidal Salmonella (iNTS) disease worldwide. Whole-genome sequence (WGS) comparison of Salmonella Enteritidis isolates from across the world has identified three distinct clades, global epidemic, Central/East African, and West African, all of which have been implicated in epidemics: the global epidemic clade was linked to poultry-associated gastroenteritis, while the two African clades were related to iNTS disease. However, the distribution and epidemiology of these clades across Africa are poorly understood because identification of these clades currently requires whole-genome sequencing capacity. Here, we report a sensitive, time- and cost-effective real-time PCR assay capable of differentiating between the Salmonella Enteritidis clades to facilitate surveillance and to inform public health responses. The assay described here is limited to previously confirmed S. Enteritidis isolates. IMPORTANCE Challenges in the diagnosis and treatment of invasive Salmonella Enteritidis bloodstream infections in sub-Saharan Africa are responsible for a case fatality rate of approximately 15%. It is important to identify distinct clades of S. Enteritidis in diagnostic laboratories in the African setting to determine the different health outcomes associated with particular outbreaks. Here, we describe the development of a high-quality molecular classification assay for clade typing of S. Enteritidis that is ideal for use in public health laboratories in resource-limited settings.
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Liu CC, Hsiao WWL. Large-scale comparative genomics to refine the organization of the global Salmonella enterica population structure. Microb Genom 2022; 8:mgen000906. [PMID: 36748524 PMCID: PMC9837569 DOI: 10.1099/mgen.0.000906] [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] [Indexed: 12/12/2022] Open
Abstract
The White-Kauffmann-Le Minor (WKL) scheme is the most widely used Salmonella typing scheme for reporting the disease prevalence of the enteric pathogen. With the advent of whole-genome sequencing (WGS), in silico methods have increasingly replaced traditional serotyping due to reproducibility, speed and coverage. However, despite integrating genomic-based typing by in silico serotyping tools such as SISTR, in silico serotyping in certain contexts remains ambiguous and insufficiently informative. Specifically, in silico serotyping does not attempt to resolve polyphyly. Furthermore, in spite of the widespread acknowledgement of polyphyly from genomic studies, the prevalence of polyphyletic serovars is not well characterized. Here, we applied a genomics approach to acquire the necessary resolution to classify genetically discordant serovars and propose an alternative typing scheme that consistently reflect natural Salmonella populations. By accessing the unprecedented volume of bacterial genomic data publicly available in GenomeTrakr and PubMLST databases (>180 000 genomes representing 723 serovars), we characterized the global Salmonella population structure and systematically identified putative non-monophyletic serovars. The proportion of putative non-monophyletic serovars was estimated higher than previous reports, reinforcing the inability of antigenic determinants to depict the complexity of Salmonella evolutionary history. We explored the extent of genetic diversity masked by serotyping labels and found significant intra-serovar molecular differences across many clinically important serovars. To avoid false discovery due to incorrect in silico serotyping calls, we cross-referenced reported serovar labels and concluded a low error rate in in silico serotyping. The combined application of clustering statistics and genome-wide association methods demonstrated effective characterization of stable bacterial populations and explained functional differences. The collective methods adopted in our study have practical values in establishing genomic-based typing nomenclatures for an entire microbial species or closely related subpopulations. Ultimately, we foresee an improved typing scheme to be a hybrid that integrates both genomic and antigenic information such that the resolution from WGS is leveraged to improve the precision of subpopulation classification while preserving the common names defined by the WKL scheme.
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Affiliation(s)
- Chao Chun Liu
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, British Columbia, Canada,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - William W. L. Hsiao
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, British Columbia, Canada,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada,Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada,*Correspondence: William W. L. Hsiao,
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Koolman L, Prakash R, Diness Y, Msefula C, Nyirenda TS, Olgemoeller F, Wigley P, Perez-Sepulveda B, Hinton JCD, Owen SV, Feasey NA, Ashton PM, Gordon MA. Case-control investigation of invasive Salmonella disease in Malawi reveals no evidence of environmental or animal transmission of invasive strains, and supports human to human transmission. PLoS Negl Trop Dis 2022; 16:e0010982. [PMID: 36508466 PMCID: PMC9779717 DOI: 10.1371/journal.pntd.0010982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 12/22/2022] [Accepted: 11/23/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Invasive Salmonella infections cause significant morbidity and mortality in Sub-Saharan Africa. However, the routes of transmission are uncertain. We conducted a case-control study of index-case and geographically-matched control households in Blantyre, Malawi, sampling Salmonella isolates from index cases, healthy people, animals, and the household environment. METHODOLOGY Sixty index cases of human invasive Salmonella infection were recruited (March 2015-Oct 2016). Twenty-eight invasive Non-Typhoidal Salmonella (iNTS) disease and 32 typhoid patients consented to household sampling. Each index-case household was geographically matched to a control household. Extensive microbiological sampling included stool sampling from healthy household members, stool or rectal swabs from household-associated animals and boot-sock sampling of the household environment. FINDINGS 1203 samples from 120 households, yielded 43 non-Typhoidal Salmonella (NTS) isolates from 25 households (overall sample positivity 3.6%). In the 28 iNTS patients, disease was caused by 3 STs of Salmonella Typhimurium, mainly ST313. In contrast, the isolates from households spanned 15 sequence types (STs). Two S. Typhimurium isolates from index cases closely matched isolates from their respective asymptomatic household members (2 and 3 SNP differences respectively). Despite the recovery of a diverse range of NTS, there was no overlap between the STs causing iNTS disease with any environmental or animal isolates. CONCLUSIONS The finding of NTS strains from index cases that matched household members, coupled with lack of related animal or environmental isolates, supports a hypothesis of human to human transmission of iNTS infections in the household. The breadth of NTS strains found in animals and the household environment demonstrated the robustness of NTS sampling and culture methodology, and suggests a diverse ecology of Salmonella in this setting. Healthy typhoid (S. Typhi) carrier state was not detected. The lack of S. Typhi isolates from the household environment suggests that further methodological development is needed to culture S. Typhi from the environment.
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Affiliation(s)
- Leonard Koolman
- Malawi-Liverpool Wellcome Programme, Blantyre, Malawi
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Reenesh Prakash
- Malawi-Liverpool Wellcome Programme, Blantyre, Malawi
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Yohane Diness
- Malawi-Liverpool Wellcome Programme, Blantyre, Malawi
| | | | | | - Franziska Olgemoeller
- Malawi-Liverpool Wellcome Programme, Blantyre, Malawi
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Paul Wigley
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Blanca Perez-Sepulveda
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Jay C. D. Hinton
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Siân V. Owen
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Nicholas A. Feasey
- Malawi-Liverpool Wellcome Programme, Blantyre, Malawi
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Philip M. Ashton
- Malawi-Liverpool Wellcome Programme, Blantyre, Malawi
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Melita A. Gordon
- Malawi-Liverpool Wellcome Programme, Blantyre, Malawi
- Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- Kamuzu University of Health Sciences, Blantyre, Malawi
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Falay D, Hardy L, Tanzito J, Lunguya O, Bonebe E, Peeters M, Mattheus W, Van Geet C, Verheyen E, Akaibe D, Katuala P, Ngbonda D, Weill FX, Pardos de la Gandara M, Jacobs J. Urban rats as carriers of invasive Salmonella Typhimurium sequence type 313, Kisangani, Democratic Republic of Congo. PLoS Negl Trop Dis 2022; 16:e0010740. [PMID: 36067238 PMCID: PMC9481155 DOI: 10.1371/journal.pntd.0010740] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 09/16/2022] [Accepted: 08/13/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Invasive non-typhoidal Salmonella (iNTS-mainly serotypes Enteritidis and Typhimurium) are major causes of bloodstream infections in children in sub-Saharan Africa, but their reservoir remains unknown. We assessed iNTS carriage in rats in an urban setting endemic for iNTS carriage and compared genetic profiles of iNTS from rats with those isolated from humans. METHODOLOGY/PRINCIPAL FINDINGS From April 2016 to December 2018, rats were trapped in five marketplaces and a slaughterhouse in Kisangani, Democratic Republic of the Congo. After euthanasia, blood, liver, spleen, and rectal content were cultured for Salmonella. Genetic relatedness between iNTS from rats and humans-obtained from blood cultures at Kisangani University Hospital-was assessed with multilocus variable-number tandem repeat (VNTR) analysis (MLVA), multilocus sequence typing (MLST) and core-genome MLST (cgMLST). 1650 live-capture traps yielded 566 (34.3%) rats (95.6% Rattus norvegicus, 4.4% Rattus rattus); 46 (8.1%) of them carried Salmonella, of which 13 had more than one serotype. The most common serotypes were II.42:r:- (n = 18 rats), Kapemba (n = 12), Weltevreden and Typhimurium (n = 10, each), and Dublin (n = 8). Salmonella Typhimurium belonged to MLST ST19 (n = 7 rats) and the invasive ST313 (n = 3, isolated from deep organs but not from rectal content). Sixteen human S. Typhimurium isolates (all ST313) were available for comparison: MLVA and cgMLST revealed two distinct rat-human clusters involving both six human isolates, respectively, i.e. in total 12/16 human ST313 isolates. All ST313 Typhimurium isolates from rats and humans clustered with the ST313 Lineage 2 isolates and most were multidrug resistant; the remaining isolates from rats including S. Typhimurium ST19 were pan-susceptible. CONCLUSION The present study provides evidence of urban rats as potential reservoirs of S. Typhimurium ST313 in an iNTS endemic area in sub-Saharan Africa.
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Affiliation(s)
- Dadi Falay
- Department of Pediatrics, University Hospital of Kisangani, Kisangani, the Democratic Republic of the Congo
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Liselotte Hardy
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Jacques Tanzito
- Biodiversity Monitoring Center (Centre de Surveillance de la Biodiversité, CSB), Faculty of Science, University of Kisangani, Kisangani, the Democratic Republic of the Congo
| | - Octavie Lunguya
- Department of Medical Biology, National Institute for Biomedical Research, Kinshasa, the Democratic Republic of the Congo
- Department of Microbiology, University Teaching Hospital of Kinshasa, Kinshasa, Democratic Republic of the Congo
| | - Edmonde Bonebe
- Department of Medical Biology, National Institute for Biomedical Research, Kinshasa, the Democratic Republic of the Congo
| | - Marjan Peeters
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Wesley Mattheus
- Sciensano, Infectious Diseases in Humans, Bacterial Diseases, Brussels, Belgium
| | - Chris Van Geet
- Department of Cardiovascular Sciences and Pediatrics, KU Leuven and University Hospital Leuven, Leuven, Belgium
| | - Erik Verheyen
- OD Taxonomy & Phylogeny, Royal Belgian Institute of Natural Sciences, Brussels, Belgium
- Evolutionary Ecology, University of Antwerp, Antwerp, Belgium
| | - Dudu Akaibe
- Biodiversity Monitoring Center (Centre de Surveillance de la Biodiversité, CSB), Faculty of Science, University of Kisangani, Kisangani, the Democratic Republic of the Congo
| | - Pionus Katuala
- Biodiversity Monitoring Center (Centre de Surveillance de la Biodiversité, CSB), Faculty of Science, University of Kisangani, Kisangani, the Democratic Republic of the Congo
| | - Dauly Ngbonda
- Department of Pediatrics, University Hospital of Kisangani, Kisangani, the Democratic Republic of the Congo
| | - François-Xavier Weill
- Institut Pasteur, Université Paris Cité, Unité des bactéries pathogènes entériques, Paris, France
| | | | - Jan Jacobs
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
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Multilayered Networks of SalmoNet2 Enable Strain Comparisons of the Salmonella Genus on a Molecular Level. mSystems 2022; 7:e0149321. [PMID: 35913188 PMCID: PMC9426430 DOI: 10.1128/msystems.01493-21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Serovars of the genus Salmonella primarily evolved as gastrointestinal pathogens in a wide range of hosts. Some serotypes later evolved further, adopting a more invasive lifestyle in a narrower host range associated with systemic infections. A system-level knowledge of these pathogens could identify the complex adaptations associated with the evolution of serovars with distinct pathogenicity, host range, and risk to human health. This promises to aid the design of interventions and serve as a knowledge base in the Salmonella research community. Here, we present SalmoNet2, a major update to SalmoNet1, the first multilayered interaction resource for Salmonella strains, containing protein-protein, transcriptional regulatory, and enzyme-enzyme interactions. The new version extends the number of Salmonella networks from 11 to 20. We now include a strain from the second species in the Salmonella genus, a strain from the Salmonella enterica subspecies arizonae and additional strains of importance from the subspecies enterica, including S. Typhimurium strain D23580, an epidemic multidrug-resistant strain associated with invasive nontyphoidal salmonellosis (iNTS). The database now uses strain specific metabolic models instead of a generalized model to highlight differences between strains. The update has increased the coverage of high-quality protein-protein interactions, and enhanced interoperability with other computational resources by adopting standardized formats. The resource website has been updated with tutorials to help researchers analyze their Salmonella data using molecular interaction networks from SalmoNet2. SalmoNet2 is accessible at http://salmonet.org/. IMPORTANCE Multilayered network databases collate interaction information from multiple sources, and are powerful both as a knowledge base and subject of analysis. Here, we present SalmoNet2, an integrated network resource containing protein-protein, transcriptional regulatory, and metabolic interactions for 20 Salmonella strains. Key improvements to the update include expanding the number of strains, strain-specific metabolic networks, an increase in high-quality protein-protein interactions, community standard computational formats to help interoperability, and online tutorials to help users analyze their data using SalmoNet2.
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Marchello CS, Birkhold M, Crump JA. Complications and mortality of non-typhoidal salmonella invasive disease: a global systematic review and meta-analysis. THE LANCET. INFECTIOUS DISEASES 2022; 22:692-705. [PMID: 35114140 PMCID: PMC9021030 DOI: 10.1016/s1473-3099(21)00615-0] [Citation(s) in RCA: 97] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 08/03/2021] [Accepted: 09/06/2021] [Indexed: 01/07/2023]
Abstract
BACKGROUND Non-typhoidal salmonella can cause serious, life-threatening invasive infections involving the bloodstream and other normally sterile sites. We aimed to systematically review the prevalence of complications and case-fatality ratio (CFR) of non-typhoidal salmonella invasive disease to provide contemporary global estimates and inform the development of vaccine and non-vaccine interventions. METHODS We did a global systematic review and meta-analysis of studies investigating the complications and mortality associated with non-typhoidal salmonella invasive disease. We searched Embase, MEDLINE, Web of Science, and PubMed for peer-reviewed, primary research articles published from database inception up to June 4, 2021, with no restrictions on language, country, date, or participant demographics. Only studies reporting the proportion of complications or deaths associated with non-typhoidal salmonella invasive disease, confirmed by culture of samples taken from a normally sterile site (eg, blood or bone marrow) were included. We excluded case reports, case series, policy reports, commentaries, editorials, and conference abstracts. Data on the prevalence of complications and CFR were abstracted. The primary outcomes were to estimate the prevalence of complications and CFR of non-typhoidal salmonella invasive disease. We calculated an overall pooled CFR estimate and pooled CFR stratified by UN region, subregion, age group, and by serovar when available with a random-effects meta-analysis. A risk-of-bias assessment was done, and heterogeneity was assessed with Cochran's Q Test, I2, and τ2. This study was done in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses, and is registered with PROSPERO, CRD42020202293. FINDINGS The systematic review returned a total of 8770 records. After duplicates were removed, 5837 titles and abstracts were screened, yielding 84 studies from 35 countries after exclusions. Of these included studies, 77 (91·7%) were hospital-based and 66 (78·6%) were located in Africa or Asia. Among 55 studies reporting non-typhoidal salmonella disease-associated complications, a total of 45 different complications were reported and 1824 complication events were identified among 6974 study participants. The most prevalent complication was septicaemia, occurring in 171 (57·2%) of 299 participants, followed by anaemia in 580 (47·3%) of 1225 participants. From 81 studies reporting the CFR of non-typhoidal salmonella invasive disease, the overall pooled CFR estimate was 14·7% (95% CI 12·2-17·3). When stratified by UN region, the pooled CFR was 17·1% (13·6-21·0) in Africa, 14·0% (9·4-19·4) in Asia, 9·9% (6·4-14·0) in Europe, and 9·6% (0·0-25·1) in the Americas. Of all 84 studies, 66 (78·6%) had an overall high risk of bias, 18 (21·4%) had a moderate risk, and none had a low risk. Substantial heterogeneity (I2>80%) was observed in most (15 [65·2%] of 23) CFR estimates. INTERPRETATION Complications were frequent among individuals with non-typhoidal salmonella invasive disease and approximately 15% of patients died. Clinicians, especially in African countries, should be aware of non-typhoidal salmonella invasive disease as a cause of severe febrile illness. Prompt diagnoses and management decisions, including empiric antimicrobial therapy, would improve patient outcomes. Additionally, investments in improving clinical microbiology facilities to identify non-typhoidal salmonella and research efforts towards vaccine development and non-vaccine prevention measures would prevent non-typhoidal salmonella invasive disease-associated illness and death. FUNDING EU Horizon 2020 research and innovation programme.
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Affiliation(s)
| | - Megan Birkhold
- Department of Surgery, University of Maryland School of Medicine, Baltimore, MD, USA
| | - John A Crump
- Centre for International Health, University of Otago, Dunedin, New Zealand.
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Keddy KH, Saha S, Kariuki S, Kalule JB, Qamar FN, Haq Z, Okeke IN. Using big data and mobile health to manage diarrhoeal disease in children in low-income and middle-income countries: societal barriers and ethical implications. THE LANCET INFECTIOUS DISEASES 2022; 22:e130-e142. [DOI: 10.1016/s1473-3099(21)00585-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 08/23/2021] [Accepted: 08/31/2021] [Indexed: 12/28/2022]
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Wilson CN, Chunga A, Masesa C, Denis B, Silungwe N, Bilima S, Galloway H, Gordon M, Feasey NA. Incidence of invasive non-typhoidal Salmonella in Blantyre, Malawi between January 2011-December 2019. Wellcome Open Res 2022; 7:143. [PMID: 37153453 PMCID: PMC10160792 DOI: 10.12688/wellcomeopenres.17754.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/29/2022] [Indexed: 11/20/2022] Open
Abstract
Background: The Malawi-Liverpool Wellcome Trust Clinical Research Programme (MLW) has undertaken sentinel surveillance of bloodstream infection and meningitis at Queen Elizabeth Central Hospital (QECH), Blantyre, Malawi for 20 years. Previously, three epidemics of Salmonella bloodstream infection have been identified. Here we provide updated surveillance data on invasive non-typhoidal Salmonella disease from 2011 – 2019. Methods: Surveillance data describing trends in invasive non-typhoidal Salmonella disease and associated antimicrobial susceptibility profiles are presented for the period January 2011 – December 2019. Results: Between January 2011-December 2019, 128,588 blood cultures and 40,769 cerebrospinal fluid cultures were processed at MLW. Overall, 1.00% of these were positive for S. Typhimurium, 0.10% for S. Enteritidis, and 0.05% positive for other Salmonella species. Estimated minimum incidence of invasive non-typhoidal Salmonella (iNTS) disease decreased from 21/100,000 per year in 2011 to 7/100,000 per year in 2019. Over this period, 26 confirmed cases of Salmonella meningitis were recorded (88.5% S. Typhimurium). Between 2011-2019 there was a substantial decrease in proportion of S. Typhimurium (78.5% to 27.7%) and S. Enteritidis (31.8% in 2011 to 0%) that were multidrug-resistant. Resistance to fluoroquinolones and third-generation generation cephalosporins (3GC) remained uncommon, however 3GC increased amongst Salmonella spp. and S. Typhimurium in the latter part of the period. Conclusions: The total number of iNTS bloodstream infections decreased between 2011-2019. Although the number multidrug resistance (MDR) S. Typhimurium and S. Enteritidis isolates has fallen, the number of MDR isolates of other Salmonella spp. has increased, including 3GC isolates.
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Darboe S, Bradbury RS, Phelan J, Kanteh A, Muhammad AK, Worwui A, Yang S, Nwakanma D, Perez-Sepulveda B, Kariuki S, Kwambana-Adams B, Antonio M. Genomic diversity and antimicrobial resistance among non-typhoidal Salmonella associated with human disease in The Gambia. Microb Genom 2022; 8:000785. [PMID: 35302932 PMCID: PMC9176284 DOI: 10.1099/mgen.0.000785] [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: 08/17/2021] [Accepted: 01/24/2022] [Indexed: 11/18/2022] Open
Abstract
Non-typhoidal Salmonella associated with multidrug resistance cause invasive disease in sub-Saharan Africa. Specific lineages of serovars Typhimurium and Enteritidis have been implicated. Here we characterized the genomic diversity of 100 clinical non-typhoidal Salmonella collected from 93 patients in 2001 from the eastern, and in 2006-2018 from the western regions of The Gambia respectively. A total of 93 isolates (64 invasive, 23 gastroenteritis and six other sites) representing a single infection episode were phenotypically tested for antimicrobial susceptibility using the Kirby-Bauer disc diffusion technique. Whole genome sequencing of 100 isolates was performed using Illumina, and the reads were assembled and analysed using SPAdes. The Salmonella in Silico Typing Resource (SISTR) was used for serotyping. SNP differences among the 93 isolates were determined using Roary, and phylogenetic analysis was performed in the context of 495 African strains from the European Nucleotide Archive. Salmonella serovars Typhimurium (26/64; 30.6 %) and Enteritidis (13/64; 20.3 %) were associated with invasive disease, whilst other serovars were mainly responsible for gastroenteritis (17/23; 73.9 %). The presence of three major serovar Enteritidis clades was confirmed, including the invasive West African clade, which made up more than half (11/16; 68.8 %) of the genomes. Multidrug resistance was confined among the serovar Enteritidis West African clade. The presence of this epidemic virulent clade has potential for spread of resistance and thus important implications for systematic patient management. Surveillance and epidemiological investigations to inform control are warranted.
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Affiliation(s)
- Saffiatou Darboe
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, The Gambia
| | | | - Jody Phelan
- London School of Hygiene and Tropical Medicine, London, UK
| | - Abdoulie Kanteh
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, The Gambia
| | - Abdul-Khalie Muhammad
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, The Gambia
| | - Archibald Worwui
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, The Gambia
| | - Shangxin Yang
- University of California, Los Angeles, California, USA
| | - Davis Nwakanma
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, The Gambia
| | | | | | - Brenda Kwambana-Adams
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, The Gambia
- University College London, London, UK
| | - Martin Antonio
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, The Gambia
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Abstract
Salmonella enterica invade the host via the intestinal tract. There are ~ 2 thousand distinct serovars of non-typhoidal Salmonella (NTS) that can cause gastroenteritis in normal hosts, but bacteremia is an uncommon complication of gastroenteritis except at the extremes of age [1]. In contrast, enteric fever and invasive NTS infections (iNTS) are each caused by only a few serovars of S. enterica (Table 1), and bacteremia not gastroenteritis is their principal manifestation.
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Affiliation(s)
- Joshua Fierer
- Department of Medicine, Division of Infectious Diseases, University of California, San Diego School of Medicine, La Jolla, California, USA
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Thiam M, Barreto Sánchez AL, Zhang J, Wen J, Zhao G, Wang Q. Investigation of the Potential of Heterophil/Lymphocyte Ratio as a Biomarker to Predict Colonization Resistance and Inflammatory Response to Salmonella enteritidis Infection in Chicken. Pathogens 2022; 11:pathogens11010072. [PMID: 35056020 PMCID: PMC8778401 DOI: 10.3390/pathogens11010072] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 12/22/2021] [Accepted: 12/29/2021] [Indexed: 12/10/2022] Open
Abstract
Salmonella causes significant economic loss to the poultry industry and represents a real threat to human health. The region of difference 21 (ROD21) pathogenicity island removal is a genetic mechanism by which Salmonellaenteritidis (SE) invades the intestinal epithelium and induces systemic infection in mice. The heterophil/lymphocyte (H/L) ratio reflects the chicken’s robustness and immune system status. The H/L ratio is considered a disease resistance trait, and it could be used as a marker for selecting Salmonella resistance in live chickens. However, the association of the H/L ratio with Salmonella resistance and the inflammatory response remains to be elucidated. Moreover, the kinetics of ROD21 excision in the intestine and immune organs of chickens is unknown. Therefore, this study aimed to investigate the bacterial load, the ROD21 excision, the IL-1β, IL-8, and INF-γ blood serum concentration kinetics, and the association with the H/L ratio in chicken at 1, 3, 7, and 21 days post-SE infection. The results showed a significant correlation between the H/L ratio and the bacterial load in the ileum and caecum at 7 dpi. The ROD21 pathogenicity island absolute and relative excision in the caecum were positively correlated at 1 dpi but negatively correlated at 7 dpi with the H/L ratio. However, in the liver, we found the opposite tendency. The association of the H/L ratio with IL-1β, IL-8, and INF-γ blood serum concentrations showed that a low H/L ratio is correlated with increased IL-1β and INF-γ at 21 dpi. This study confirmed that the H/L ratio is associated with robustness and Salmonella-resistance in chicken. The methodology used in this study can separate individuals into susceptible and resistant and can help in the selection and breeding of Salmonella-resistant chickens.
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