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Zhu M, Xu X, Cai P, Wang T, Zhu M, Yan C, Pan Q, Chen C, Wu Y, Zhang G, Jin G. Global Population Structure, Virulence Factors and Antibiotic Resistance of Helicobacter pylori: A Pooled Analysis of 4067 Isolates From 76 Countries. Helicobacter 2025; 30:e70025. [PMID: 40059062 DOI: 10.1111/hel.70025] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 12/20/2024] [Accepted: 02/27/2025] [Indexed: 05/13/2025]
Abstract
BACKGROUND Helicobacter pylori (H. pylori) is a common pathogen that has co-evolved with the human host for approximately 100,000 years; however, our understanding of its population structure remains limited. Furthermore, the detailed characteristics of its virulence factors and antibiotic resistance for H. pylori are not yet fully elucidated. METHODS In this study, we curated a global genome dataset of 4067 H. pylori isolates from 76 countries and explored H. pylori characteristics, including population genetic structure, virulence factors, and antibiotic resistance. We used three approaches (fineSTRUCTURE, ADMIXTURE, and DAPC) to infer the population structure of H. pylori. We investigated the virulence of each isolate by calling genotypes of cagA and vacA and evaluated the correlations of virulence factors with subpopulation. For antibiotic resistance, we identified mutations to determine the genotypic antibiotic resistance. Then we estimated the prevalence of genotypic antibiotic resistance grouped by geographical location, subpopulation, and study period. RESULT We identified 21 subpopulations in 4067 H. pylori isolates, including 20 previously reported subpopulations and a novel subpopulation hspEuropeIsrael, and found that the population structure of H. pylori was geographically restricted. The novel subpopulation hspEuropeIsrael had a higher proportion of less virulent cagA and vacA genotypes compared to other subpopulations. After evaluating the rates of H. pylori genotypic resistance to four antibiotics, we found that the prevalence of genotypic resistance to amoxicillin and metronidazole was > 15% across all five continents. Genotypic resistance to levofloxacin was > 15% on all continents except for Oceania. Additionally, the genotypic resistance rate to clarithromycin was > 15% in Asia, Europe, and Oceania. A trend of increased genotypic resistance over time was observed in several continents during subgroup analyses. Furthermore, we constructed a comprehensive database for H. pylori, named Helicobacter Pylori Encyclopedia for Research (HELPER, http://ccra.njmu.edu.cn/helper). CONCLUSION Our results provide a detailed characterization of H. pylori and extend previous schemas. HELPER serves as an informative and comprehensive database that will be a valuable resource for researchers and lay the foundation for future studies on H. pylori.
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Affiliation(s)
- Mengyi Zhu
- Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China
- State Key Laboratory Cultivation Base of Biomarkers for Cancer Precision Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
| | - Xianfeng Xu
- Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Pengpeng Cai
- Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China
- Sir Run Run Hospital, Nanjing Medical University, Nanjing, China
| | - Tianpei Wang
- Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China
- Public Health Institute of Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Meng Zhu
- Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China
- State Key Laboratory Cultivation Base of Biomarkers for Cancer Precision Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
| | - Caiwang Yan
- Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China
- Department of Immunology, Key Laboratory of Immunological Environment and Disease, Nanjing Medical University, Nanjing, China
| | - Qianglong Pan
- Sir Run Run Hospital, Nanjing Medical University, Nanjing, China
| | - Chen Chen
- Department of Gastroenterology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Ying Wu
- Department of Gastroenterology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Guoxin Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Guangfu Jin
- Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China
- State Key Laboratory Cultivation Base of Biomarkers for Cancer Precision Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
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Fauzia KA, Rathnayake J, Doohan D, Lamawansa MD, Alfaray RI, Batsaikhan S, Phuc BH, Waskito LA, Tuan VP, Kabamba ET, Ansari S, Matsumoto T, Akada J, Matsuhisa T, Yamaoka Y. Beyond Low Prevalence: Exploring Antibiotic Resistance and Virulence Profiles in Sri Lankan Helicobacter pylori with Comparative Genomics. Microorganisms 2025; 13:420. [PMID: 40005785 PMCID: PMC11858055 DOI: 10.3390/microorganisms13020420] [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: 01/15/2025] [Revised: 02/05/2025] [Accepted: 02/08/2025] [Indexed: 02/27/2025] Open
Abstract
Helicobacter pylori infects at least half the population worldwide, and its highly diverse genomic content correlates with its geographic distribution because of its prolonged relationship with humans. The extremely low infection prevalence alongside low inflammation severity observed in some countries might be caused by strains with low virulence potential. Therefore, this study aimed to investigate whole-genome analysis datasets of Sri Lankan H. pylori strains. H. pylori strains were isolated from biopsy specimens and underwent whole-genome sequencing to investigate their antibiotic resistance and virulence potential. The prevalence of H. pylori infection in Sri Lanka is extremely low (1.7% in a previous study), and only six H. pylori strains were successfully isolated from bacterial culture. Antibiotic resistance analysis showed a high prevalence of metronidazole resistance (83.3%, five out of six strains), and investigation of the related genes showed truncation of the rdxA and frxA genes and single-nucleotide polymorphisms in the rdxA, frxA, ribF, omp11, and fur genes. Most virulence genes of the 144 assessed were present, except for the cag pathogenicity island (cagPAI) (absent in four out of six strains), babA/B/C, and tlpB genes. An incomplete type 4 secretion system (tfs) was found in three strains. A pan-genome analysis with non-Sri Lankan H. pylori strains showed that the htpX gene was found only in Sri Lankan strains (p-corrected = 0.0008). A phylogenetic analysis showed that the Sri Lankan strains clustered with strains from hpAsia2 and hpEurope. This comparative genomic study shows that H. pylori strains with low virulence potential are present in countries with a low prevalence of infection and disease severity, indicating a strain-type geographical pattern. The tailored guidelines for screening and treatment strategy for each region are necessary to obtain effective and efficient eradication.
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Grants
- 18KK0266 Ministry of Education, Culture, Sports, Science, and Technology (MEXT) of Japan
- 19H03473 Ministry of Education, Culture, Sports, Science, and Technology (MEXT) of Japan
- 21H00346 Ministry of Education, Culture, Sports, Science, and Technology (MEXT) of Japan
- 22H02871 Ministry of Education, Culture, Sports, Science, and Technology (MEXT) of Japan
- 21K07898 Ministry of Education, Culture, Sports, Science, and Technology (MEXT) of Japan
- 21K08010 Ministry of Education, Culture, Sports, Science, and Technology (MEXT) of Japan
- ) [e-ASIA JRP, Science and Technology Research Partnership for Sustainable Development (SATREPS)] Japan Agency for Medical Research and Development (AMED)
- Japan International Cooperation Agency (JICA)
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Affiliation(s)
- Kartika Afrida Fauzia
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu 879-5593, Japan; (K.A.F.); (D.D.); (R.I.A.); (S.B.); (L.A.W.); (V.P.T.); (E.T.K.); (S.A.); (T.M.); (J.A.)
- Research Center for Preclinical and Clinical Medicine, National Research and Innovation Agency, Bogor 16915, Indonesia
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya 60115, Indonesia
| | - Jeewantha Rathnayake
- Department of Surgery, University of Peradeniya & Teaching Hospital Peradeniya, Kandy 2017, Sri Lanka; (J.R.); (M.D.L.)
| | - Dalla Doohan
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu 879-5593, Japan; (K.A.F.); (D.D.); (R.I.A.); (S.B.); (L.A.W.); (V.P.T.); (E.T.K.); (S.A.); (T.M.); (J.A.)
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya 60115, Indonesia
- Department of Anatomy, Histology and Pharmacology, Faculty of Medicine, Universitas Airlangga, Surabaya 60115, Indonesia
| | - Meegahalande Durage Lamawansa
- Department of Surgery, University of Peradeniya & Teaching Hospital Peradeniya, Kandy 2017, Sri Lanka; (J.R.); (M.D.L.)
| | - Ricky Indra Alfaray
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu 879-5593, Japan; (K.A.F.); (D.D.); (R.I.A.); (S.B.); (L.A.W.); (V.P.T.); (E.T.K.); (S.A.); (T.M.); (J.A.)
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya 60115, Indonesia
| | - Saruuljavkhlan Batsaikhan
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu 879-5593, Japan; (K.A.F.); (D.D.); (R.I.A.); (S.B.); (L.A.W.); (V.P.T.); (E.T.K.); (S.A.); (T.M.); (J.A.)
| | - Bui Hoang Phuc
- Faculty of Applied Technology, School of Technology, Van Lang University, Ho Chi Minh 700000, Vietnam;
| | - Langgeng Agung Waskito
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu 879-5593, Japan; (K.A.F.); (D.D.); (R.I.A.); (S.B.); (L.A.W.); (V.P.T.); (E.T.K.); (S.A.); (T.M.); (J.A.)
| | - Vo Phuoc Tuan
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu 879-5593, Japan; (K.A.F.); (D.D.); (R.I.A.); (S.B.); (L.A.W.); (V.P.T.); (E.T.K.); (S.A.); (T.M.); (J.A.)
- Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh 749000, Vietnam
| | - Evariste Tshibangu Kabamba
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu 879-5593, Japan; (K.A.F.); (D.D.); (R.I.A.); (S.B.); (L.A.W.); (V.P.T.); (E.T.K.); (S.A.); (T.M.); (J.A.)
- Research Center for Infectious Sciences, Department of Parasitology, Graduate School of Medicine, Osaka City University, Osaka 585-8585, Japan
| | - Shamshul Ansari
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu 879-5593, Japan; (K.A.F.); (D.D.); (R.I.A.); (S.B.); (L.A.W.); (V.P.T.); (E.T.K.); (S.A.); (T.M.); (J.A.)
- Health Science Division, Higher Colleges of Technology, Abu Dhabi Campus, Abu Dhabi 25026, United Arab Emirates
| | - Takashi Matsumoto
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu 879-5593, Japan; (K.A.F.); (D.D.); (R.I.A.); (S.B.); (L.A.W.); (V.P.T.); (E.T.K.); (S.A.); (T.M.); (J.A.)
| | - Junko Akada
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu 879-5593, Japan; (K.A.F.); (D.D.); (R.I.A.); (S.B.); (L.A.W.); (V.P.T.); (E.T.K.); (S.A.); (T.M.); (J.A.)
| | - Takeshi Matsuhisa
- Department of Gastroenterology, Nippon Medical School Tama Nagayama Hospital, Tama 206-8512, Japan;
| | - Yoshio Yamaoka
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu 879-5593, Japan; (K.A.F.); (D.D.); (R.I.A.); (S.B.); (L.A.W.); (V.P.T.); (E.T.K.); (S.A.); (T.M.); (J.A.)
- Department of Internal Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya 60115, Indonesia
- Department of Medicine, Gastroenterology and Hepatology Section, Baylor College of Medicine, Houston, TX 77030, USA
- The Research Center for GLOBAL and LOCAL Infectious Diseases (RCGLID), Oita University, Yufu 879-5593, Japan
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Beeloo R, Zomer A, Deorowicz S, Dutilh B. Graphite: painting genomes using a colored de Bruijn graph. NAR Genom Bioinform 2024; 6:lqae142. [PMID: 39445080 PMCID: PMC11497850 DOI: 10.1093/nargab/lqae142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 08/02/2024] [Accepted: 10/05/2024] [Indexed: 10/25/2024] Open
Abstract
The recent growth of microbial sequence data allows comparisons at unprecedented scales, enabling the tracking of strains, mobile genetic elements, or genes. Querying a genome against a large reference database can easily yield thousands of matches that are tedious to interpret and pose computational challenges. We developed Graphite that uses a colored de Bruijn graph (cDBG) to paint query genomes, selecting the local best matches along the full query length. By focusing on the best genomic match of each query region, Graphite reduces the number of matches while providing the most promising leads for sequence tracking or genomic forensics. When applied to hundreds of Campylobacter genomes we found extensive gene sharing, including a previously undetected C. coli plasmid that matched a C. jejuni chromosome. Together, genome painting using cDBGs as enabled by Graphite, can reveal new biological phenomena by mitigating computational hurdles.
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Affiliation(s)
- Rick Beeloo
- Theoretical Biology and Bioinformatics, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands
| | - Aldert L Zomer
- Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, 3584 Utrecht, The Netherlands
| | - Sebastian Deorowicz
- Department of Algorithmics and Software, Silesian University of Technology, Akademicka 16, Gliwice PL-44100, Poland
| | - Bas E Dutilh
- Theoretical Biology and Bioinformatics, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands
- Institute of Biodiversity, Faculty of Biological Sciences, Cluster of Excellence Balance of the Microverse, Friedrich Schiller University Jena, 07743 Jena, Germany
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4
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Taylor AJ, Yahara K, Pascoe B, Ko S, Mageiros L, Mourkas E, Calland JK, Puranen S, Hitchings MD, Jolley KA, Kobras CM, Bayliss S, Williams NJ, van Vliet AHM, Parkhill J, Maiden MCJ, Corander J, Hurst LD, Falush D, Keim P, Didelot X, Kelly DJ, Sheppard SK. Epistasis, core-genome disharmony, and adaptation in recombining bacteria. mBio 2024; 15:e0058124. [PMID: 38683013 PMCID: PMC11237541 DOI: 10.1128/mbio.00581-24] [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: 02/27/2024] [Accepted: 03/26/2024] [Indexed: 05/01/2024] Open
Abstract
Recombination of short DNA fragments via horizontal gene transfer (HGT) can introduce beneficial alleles, create genomic disharmony through negative epistasis, and create adaptive gene combinations through positive epistasis. For non-core (accessory) genes, the negative epistatic cost is likely to be minimal because the incoming genes have not co-evolved with the recipient genome and are frequently observed as tightly linked cassettes with major effects. By contrast, interspecific recombination in the core genome is expected to be rare because disruptive allelic replacement is likely to introduce negative epistasis. Why then is homologous recombination common in the core of bacterial genomes? To understand this enigma, we take advantage of an exceptional model system, the common enteric pathogens Campylobacter jejuni and C. coli that are known for very high magnitude interspecies gene flow in the core genome. As expected, HGT does indeed disrupt co-adapted allele pairings, indirect evidence of negative epistasis. However, multiple HGT events enable recovery of the genome's co-adaption between introgressing alleles, even in core metabolism genes (e.g., formate dehydrogenase). These findings demonstrate that, even for complex traits, genetic coalitions can be decoupled, transferred, and independently reinstated in a new genetic background-facilitating transition between fitness peaks. In this example, the two-step recombinational process is associated with C. coli that are adapted to the agricultural niche.IMPORTANCEGenetic exchange among bacteria shapes the microbial world. From the acquisition of antimicrobial resistance genes to fundamental questions about the nature of bacterial species, this powerful evolutionary force has preoccupied scientists for decades. However, the mixing of genes between species rests on a paradox: 0n one hand, promoting adaptation by conferring novel functionality; on the other, potentially introducing disharmonious gene combinations (negative epistasis) that will be selected against. Taking an interdisciplinary approach to analyze natural populations of the enteric bacteria Campylobacter, an ideal example of long-range admixture, we demonstrate that genes can independently transfer across species boundaries and rejoin in functional networks in a recipient genome. The positive impact of two-gene interactions appears to be adaptive by expanding metabolic capacity and facilitating niche shifts through interspecific hybridization. This challenges conventional ideas and highlights the possibility of multiple-step evolution of multi-gene traits by interspecific introgression.
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Affiliation(s)
- Aidan J Taylor
- School of Biological Sciences, University of Reading, Reading, United Kingdom
| | - Koji Yahara
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Ben Pascoe
- Department of Biology, University of Oxford, Oxford, United Kingdom
| | - Seungwon Ko
- Department of Biology, University of Oxford, Oxford, United Kingdom
| | - Leonardos Mageiros
- Swansea University Medical School, Institute of Life Science, Swansea, United Kingdom
- The Department of Biology and Biochemistry, University of Bath, Bath, United Kingdom
| | | | - Jessica K Calland
- Oslo Centre for Biostatistics and Epidemiology, Oslo University Hospital, Oslo, Norway
| | - Santeri Puranen
- Department of Mathematics and Statistics, Helsinki Institute for Information Technology, University of Helsinki, Helsinki, Finland
| | - Matthew D Hitchings
- Swansea University Medical School, Institute of Life Science, Swansea, United Kingdom
| | - Keith A Jolley
- Department of Biology, University of Oxford, Oxford, United Kingdom
| | - Carolin M Kobras
- Sir William Dunn School of Pathology, University of Oxford, Oxford, United Kingdom
| | - Sion Bayliss
- Bristol Veterinary School, University of Bristol, Bristol, United Kingdom
| | - Nicola J Williams
- Department of Epidemiology and Population Health, Institute of Infection and Global Health, University of Liverpool, Leahurst Campus, Wirral, United Kingdom
| | | | - Julian Parkhill
- Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | | | - Jukka Corander
- Department of Mathematics and Statistics, Helsinki Institute for Information Technology, University of Helsinki, Helsinki, Finland
- Sir William Dunn School of Pathology, University of Oxford, Oxford, United Kingdom
- Parasites and Microbes, Wellcome Sanger Institute, Cambridge, United Kingdom
| | - Laurence D Hurst
- The Department of Biology and Biochemistry, University of Bath, Bath, United Kingdom
| | - Daniel Falush
- The Centre for Microbes, Development and Health, Institut Pasteur of Shanghai, Shanghai, China
| | - Paul Keim
- Department of Biology, University of Oxford, Oxford, United Kingdom
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA
| | - Xavier Didelot
- Department of Statistics, School of Life Sciences, University of Warwick, Coventry, United Kingdom
| | - David J Kelly
- School of Biosciences, University of Sheffield, Sheffield, United Kingdom
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5
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Thorell K, Muñoz-Ramírez ZY, Wang D, Sandoval-Motta S, Boscolo Agostini R, Ghirotto S, Torres RC, Falush D, Camargo MC, Rabkin CS. The Helicobacter pylori Genome Project: insights into H. pylori population structure from analysis of a worldwide collection of complete genomes. Nat Commun 2023; 14:8184. [PMID: 38081806 DOI: 10.1038/s41467] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 11/13/2023] [Indexed: 09/17/2024] Open
Abstract
Helicobacter pylori, a dominant member of the gastric microbiota, shares co-evolutionary history with humans. This has led to the development of genetically distinct H. pylori subpopulations associated with the geographic origin of the host and with differential gastric disease risk. Here, we provide insights into H. pylori population structure as a part of the Helicobacter pylori Genome Project (HpGP), a multi-disciplinary initiative aimed at elucidating H. pylori pathogenesis and identifying new therapeutic targets. We collected 1011 well-characterized clinical strains from 50 countries and generated high-quality genome sequences. We analysed core genome diversity and population structure of the HpGP dataset and 255 worldwide reference genomes to outline the ancestral contribution to Eurasian, African, and American populations. We found evidence of substantial contribution of population hpNorthAsia and subpopulation hspUral in Northern European H. pylori. The genomes of H. pylori isolated from northern and southern Indigenous Americans differed in that bacteria isolated in northern Indigenous communities were more similar to North Asian H. pylori while the southern had higher relatedness to hpEastAsia. Notably, we also found a highly clonal yet geographically dispersed North American subpopulation, which is negative for the cag pathogenicity island, and present in 7% of sequenced US genomes. We expect the HpGP dataset and the corresponding strains to become a major asset for H. pylori genomics.
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Affiliation(s)
- Kaisa Thorell
- Department of Chemistry and Molecular Biology, University of Gothenburg, Gothenburg, Sweden.
| | - Zilia Y Muñoz-Ramírez
- Facultad de Ciencias Químicas, Universidad Autónoma de Chihuahua, Chihuahua, Chihuahua, México
| | - Difei Wang
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Santiago Sandoval-Motta
- Instituto Nacional de Medicina Genómica, Ciudad de México, México
- Consejo Nacional de Ciencia y Tecnologia, Cátedras CONACYT, Ciudad de México, México
- Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Ciudad de México, México
| | | | - Silvia Ghirotto
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Roberto C Torres
- Centre for Microbes Development and Health, Institute Pasteur Shanghai, Shanghai, China
| | - Daniel Falush
- Centre for Microbes Development and Health, Institute Pasteur Shanghai, Shanghai, China
| | - M Constanza Camargo
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Charles S Rabkin
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
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6
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Thorell K, Muñoz-Ramírez ZY, Wang D, Sandoval-Motta S, Boscolo Agostini R, Ghirotto S, Torres RC, Falush D, Camargo MC, Rabkin CS. The Helicobacter pylori Genome Project: insights into H. pylori population structure from analysis of a worldwide collection of complete genomes. Nat Commun 2023; 14:8184. [PMID: 38081806 PMCID: PMC10713588 DOI: 10.1038/s41467-023-43562-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 11/13/2023] [Indexed: 12/18/2023] Open
Abstract
Helicobacter pylori, a dominant member of the gastric microbiota, shares co-evolutionary history with humans. This has led to the development of genetically distinct H. pylori subpopulations associated with the geographic origin of the host and with differential gastric disease risk. Here, we provide insights into H. pylori population structure as a part of the Helicobacter pylori Genome Project (HpGP), a multi-disciplinary initiative aimed at elucidating H. pylori pathogenesis and identifying new therapeutic targets. We collected 1011 well-characterized clinical strains from 50 countries and generated high-quality genome sequences. We analysed core genome diversity and population structure of the HpGP dataset and 255 worldwide reference genomes to outline the ancestral contribution to Eurasian, African, and American populations. We found evidence of substantial contribution of population hpNorthAsia and subpopulation hspUral in Northern European H. pylori. The genomes of H. pylori isolated from northern and southern Indigenous Americans differed in that bacteria isolated in northern Indigenous communities were more similar to North Asian H. pylori while the southern had higher relatedness to hpEastAsia. Notably, we also found a highly clonal yet geographically dispersed North American subpopulation, which is negative for the cag pathogenicity island, and present in 7% of sequenced US genomes. We expect the HpGP dataset and the corresponding strains to become a major asset for H. pylori genomics.
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Affiliation(s)
- Kaisa Thorell
- Department of Chemistry and Molecular Biology, University of Gothenburg, Gothenburg, Sweden.
| | - Zilia Y Muñoz-Ramírez
- Facultad de Ciencias Químicas, Universidad Autónoma de Chihuahua, Chihuahua, Chihuahua, México
| | - Difei Wang
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Santiago Sandoval-Motta
- Instituto Nacional de Medicina Genómica, Ciudad de México, México
- Consejo Nacional de Ciencia y Tecnologia, Cátedras CONACYT, Ciudad de México, México
- Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Ciudad de México, México
| | | | - Silvia Ghirotto
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Roberto C Torres
- Centre for Microbes Development and Health, Institute Pasteur Shanghai, Shanghai, China
| | - Daniel Falush
- Centre for Microbes Development and Health, Institute Pasteur Shanghai, Shanghai, China
| | - M Constanza Camargo
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Charles S Rabkin
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
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7
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Fauzia KA, Aftab H, Miftahussurur M, Waskito LA, Tuan VP, Alfaray RI, Matsumoto T, Yurugi M, Subsomwong P, Kabamba ET, Akada J, Yamaoka Y. Genetic determinants of Biofilm formation of Helicobacter pylori using whole-genome sequencing. BMC Microbiol 2023; 23:159. [PMID: 37264297 PMCID: PMC10234030 DOI: 10.1186/s12866-023-02889-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 05/10/2023] [Indexed: 06/03/2023] Open
Abstract
BACKGROUND Infection with Helicobacter pylori as the cause of gastric cancer is a global public health concern. In addition to protecting germs from antibiotics, biofilms reduce the efficacy of H. pylori eradication therapy. The nucleotide polymorphisms (SNPs) related with the biofilm forming phenotype of Helicobacter pylori were studied. RESULTS Fifty-six H. pylori isolate from Bangladeshi patients were included in this cross-sectional study. Crystal violet assay was used to quantify biofilm amount, and the strains were classified into high- and low-biofilm formers As a result, strains were classified as 19.6% high- and 81.4% low-biofilm formers. These phenotypes were not related to specific clades in the phylogenetic analysis. The accessories genes associated with biofilm from whole-genome sequences were extracted and analysed, and SNPs among the previously reported biofilm-related genes were analysed. Biofilm formation was significantly associated with SNPs of alpA, alpB, cagE, cgt, csd4, csd5, futB, gluP, homD, and murF (P < 0.05). Among the SNPs reported in alpB, strains encoding the N156K, G160S, and A223V mutations were high-biofilm formers. CONCLUSIONS This study revealed the potential role of SNPs in biofilm formation and proposed a method to detect mutation in biofilm from whole-genome sequences.
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Affiliation(s)
- Kartika Afrida Fauzia
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, 879-5593, Japan
- Department of Public Health and Preventive Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya, 60115, Indonesia
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya, 60115, Indonesia
| | - Hafeza Aftab
- Department of Gastroenterology, Dhaka Medical College and Hospital, Dhaka, 1000, Bangladesh
| | - Muhammad Miftahussurur
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya, 60115, Indonesia
- Division of Gastroentero-Hepatology, Department of Internal Medicine, Faculty of Medicine-Dr. Soetomo Teaching Hospital, Universitas Airlangga, Surabaya, 60115, Indonesia
| | - Langgeng Agung Waskito
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya, 60115, Indonesia
- Department of Physiology and Biochemistry, Faculty of Medicine, Universitas Airlangga, Surabaya, 60115, Indonesia
| | - Vo Phuoc Tuan
- Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh, 749000, Vietnam
| | - Ricky Indra Alfaray
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, 879-5593, Japan
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya, 60115, Indonesia
| | - Takashi Matsumoto
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, 879-5593, Japan
| | - Michiyuki Yurugi
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, 879-5593, Japan
| | - Phawinee Subsomwong
- Department of Microbiology and Immunology, Hirosaki University Graduate School of Medicine, Hirosaki, 036-8562, Aomori, Japan
| | - Evariste Tshibangu Kabamba
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, 879-5593, Japan
- Research Center for Infectious Sciences, Department of Parasitology, Graduate School of Medicine, Osaka City University, Osaka, Japan
| | - Junko Akada
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, 879-5593, Japan
| | - Yoshio Yamaoka
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, 879-5593, Japan.
- Division of Gastroentero-Hepatology, Department of Internal Medicine, Faculty of Medicine-Dr. Soetomo Teaching Hospital, Universitas Airlangga, Surabaya, 60115, Indonesia.
- Department of Medicine, Gastroenterology and Hepatology Section, Baylor College of Medicine, Houston, TX, 77030, USA.
- Borneo Medical and Health Research Centre, University Malaysia Sabah, Kota Kinabalu, Sabah, 88400, Malaysia.
- The Research Center for GLOBAL and LOCAL Infectious Diseases (RCGLID), Oita University, Yufu, 879-5593, Oita, Japan.
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8
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Phuc BH, Tuan VP, Binh TT, Tung PH, Tri TD, Dung HDQ, Thuan NPM, Fauzia KA, Tshibangu-Kabamba E, Alfaray RI, Saruuljavkhlan B, Matsumoto T, Akada J, Yamaoka Y. Comparative genomics of two Vietnamese Helicobacter pylori strains, CHC155 from a non-cardia gastric cancer patient and VN1291 from a duodenal ulcer patient. Sci Rep 2023; 13:8869. [PMID: 37258611 DOI: 10.1038/s41598-023-35527-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 05/19/2023] [Indexed: 06/02/2023] Open
Abstract
Helicobacter pylori is involved in the etiology and severity of several gastroduodenal diseases; however, plasticity of the H. pylori genome makes complete genome assembly difficult. We report here the full genomes of H. pylori strains CHC155 and VN1291 isolated from a non-cardia gastric cancer patient and a duodenal ulcer patient, respectively, and their virulence demonstrated by in vitro infection. Whole-genome sequences were obtained by combining long- and short-reads with a hybrid-assembly approach. Both CHC155 and VN1291 genome possessed four kinds of genomic island: a cag pathogenicity island (cagPAI), two type 4 secretion system islands within an integrative and conjugative element (tfs ICE), and prophage. CHC155 and VN1291 carried East Asian-type cagA and vacA s1m1, and outer membrane protein genes, including two copies of oipA. Corresponded to genetic determinants of antibiotic resistance, chromosomal mutations were identified in CHC155 (rdxA, gyrA, and 23S rRNA) and VN1291 (rdxA, 23S rRNA, and pbp1A). In vitro infection of AGS cells by both strains induced the cell scattering phenotype, tyrosine phosphorylation of CagA, and promoted high levels of IL8 secretion, indicating fully intact phenotypes of the cagPAI. Virulence genes in CHC155 and VN1291 genomes are crucial for H. pylori pathogenesis and are risk factors in the development of gastric cancer and duodenal ulcer. Our in vitro studies indicate that the strains CHC155 and VN1291 carry the pathogenic potential.
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Grants
- 21K08010 Ministry of Education, Culture, Sports, Science and Technology, Japan
- 21K07898 Ministry of Education, Culture, Sports, Science and Technology, Japan
- 221S0002 Ministry of Education, Culture, Sports, Science and Technology, Japan
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Affiliation(s)
- Bui Hoang Phuc
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, Oita, Japan
- Faculty of Applied Technology, Van Lang University, Ho Chi Minh City, Vietnam
| | - Vo Phuoc Tuan
- Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh City, Vietnam
| | - Tran Thanh Binh
- Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh City, Vietnam
| | - Pham Huu Tung
- Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh City, Vietnam
| | - Tran Dinh Tri
- Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh City, Vietnam
| | - Ho Dang Quy Dung
- Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh City, Vietnam
| | | | - Kartika Afrida Fauzia
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, Oita, Japan
- Department of Public Health and Preventive Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya, 60115, Indonesia
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya, 60115, Indonesia
| | - Evariste Tshibangu-Kabamba
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, Oita, Japan
- Department of Parasitology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Ricky Indra Alfaray
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, Oita, Japan
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya, 60115, Indonesia
| | - Batsaikhan Saruuljavkhlan
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, Oita, Japan
| | - Takashi Matsumoto
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, Oita, Japan
| | - Junko Akada
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, Oita, Japan
| | - Yoshio Yamaoka
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, Oita, Japan.
- Research Center for GLOBAL and LOCAL Infectious Diseases, Oita University, Yufu, Oita, Japan.
- Department of Medicine, Gastroenterology and Hepatology Section, Baylor College of Medicine, Houston, TX, USA.
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9
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Fauzia KA, Aftab H, Tshibangu-Kabamba E, Alfaray RI, Saruuljavkhlan B, Cimuanga-Mukanya A, Matsumoto T, Subsomwong P, Akada J, Miftahussurur M, Yamaoka Y. Mutations Related to Antibiotics Resistance in Helicobacter pylori Clinical Isolates from Bangladesh. Antibiotics (Basel) 2023; 12:279. [PMID: 36830189 PMCID: PMC9952455 DOI: 10.3390/antibiotics12020279] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 01/24/2023] [Accepted: 01/25/2023] [Indexed: 02/04/2023] Open
Abstract
Current management of gastric inflammation involves the eradication of Helicobacter pylori. However, the effectiveness of commonly used antibiotics against H. pylori infection has decreased due to antibiotic resistance. Phenotypic-based diagnostics are laborious and finding the cause of resistance can be difficult. Therefore, early detection and understanding of the underlying mechanism of this resistance are necessary. This study evaluated the mutations in the genes related to the Antimicrobial Resistance (AMR) of the clinical isolates from Bangladeshi subjects. Whole-genome sequencing was performed on 56 isolates and the genes (such as pbp1a, rdxA, ribF, fur, gyrA, gyrB, 23S rRNA, and infB) were extracted. The reads were assembled, and the SNPs were extracted by the latest pipeline for antibiotic mutation analysis, ARIBA. The mutations and the association with the antibiotic phenotypes were evaluated using Fisher's exact test. In this study, the clarithromycin resistance rate was high, 39.3% (22/56), with the median MIC 24 mg/L ranging from 2 to 128 mg/L. The mutation of A2147G was significantly associated with resistance (p = 0.000018) but not in locus A2146G (p = 0.056). Levofloxacin also posed a high resistance. We observed that the mutation of D91N (but not D91Y) (p = 0.002) and N87K (p = 0.002) of gyrA was associated with levofloxacin resistance. Mutations in locus A343V (p = 0.041) of gyrB also showed a significant association. Meanwhile, in the pbp1a gene, several mutations might explain the resistance; they were G594fs (p = 0.036), K306R (p = 0.036), N562Y (p = 0.0006), and V45I (p = 0.018). The prevalence of metronidazole was exceptionally high (96.4%), and numerous mutations occurred in rdxA genes, including the truncation of genes. These results imply that the mutation in genes encoding the target protein of antibiotics remains the critical resistance mechanism in H. pylori.
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Grants
- DK62813 NIH HHS
- 19H03473 Ministry of Education, Culture, Sports, Science and Technology
- 21K07898 Ministry of Education, Culture, Sports, Science and Technology
- 18KK0266 Ministry of Education, Culture, Sports, Science and Technology
- e-ASIA JRP 2022 Japan Agency for Medical Research and Development (AMED) [e-ASIA JRP]
- 221S0002 Ministry of Education, Culture, Sports, Science and Technology
- R01 DK062813 NIDDK NIH HHS
- 21K08010 Ministry of Education, Culture, Sports, Science and Technology
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Affiliation(s)
- Kartika Afrida Fauzia
- Department of Environmental and Preventive Medicine, Faculty of Medicine, Oita University, Yufu 879-5593, Japan
- Department of Public Health and Preventive Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya 60115, Indonesia
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya 60115, Indonesia
| | - Hafeza Aftab
- Department of Gastroenterology, Dhaka Medical College and Hospital, Dhaka 1000, Bangladesh
| | - Evariste Tshibangu-Kabamba
- Research Center for Infectious Sciences, Department of Parasitology, Graduate School of Medicine, Osaka City University, Osaka 545-8585, Japan
| | - Ricky Indra Alfaray
- Department of Environmental and Preventive Medicine, Faculty of Medicine, Oita University, Yufu 879-5593, Japan
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya 60115, Indonesia
| | - Batsaikhan Saruuljavkhlan
- Department of Environmental and Preventive Medicine, Faculty of Medicine, Oita University, Yufu 879-5593, Japan
| | - Alain Cimuanga-Mukanya
- Department of Environmental and Preventive Medicine, Faculty of Medicine, Oita University, Yufu 879-5593, Japan
- Department of Internal Medicine, Faculty of Medicine, Pharmacy and Public Health, University of Mbujimayi, Mbujimayi 225-80, Democratic Republic of the Congo
| | - Takashi Matsumoto
- Department of Environmental and Preventive Medicine, Faculty of Medicine, Oita University, Yufu 879-5593, Japan
| | - Phawinee Subsomwong
- Department of Microbiology and Immunology, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Japan
| | - Junko Akada
- Department of Environmental and Preventive Medicine, Faculty of Medicine, Oita University, Yufu 879-5593, Japan
| | - Muhammad Miftahussurur
- Helicobacter pylori and Microbiota Study Group, Institute of Tropical Disease, Universitas Airlangga, Surabaya 60115, Indonesia
- Division of Gastroentero-Hepatology, Department of Internal Medicine, Faculty of Medicine-Dr. Soetomo Teaching Hospital, Universitas Airlangga, Surabaya 60131, Indonesia
| | - Yoshio Yamaoka
- Department of Environmental and Preventive Medicine, Faculty of Medicine, Oita University, Yufu 879-5593, Japan
- Division of Gastroentero-Hepatology, Department of Internal Medicine, Faculty of Medicine-Dr. Soetomo Teaching Hospital, Universitas Airlangga, Surabaya 60131, Indonesia
- Department of Medicine, Gastroenterology and Hepatology Section, Baylor College of Medicine, Houston, TX 77030, USA
- Research Center for Global and Local Infectious Diseases, Oita University, Yufu 879-5593, Japan
- Borneo Medical and Health Research Centre, University Malaysia Sabah, Kota Kinabalu, Sabah 88400, Malaysia
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10
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Didelot X. Phylogenetic Analysis of Bacterial Pathogen Genomes. Methods Mol Biol 2023; 2674:87-99. [PMID: 37258962 DOI: 10.1007/978-1-0716-3243-7_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
The development of high-throughput sequencing technology has led to a significant reduction in the time and cost of sequencing whole genomes of bacterial pathogens. Studies can sequence and compare hundreds or even thousands of genomes within a given bacterial population. A phylogenetic tree is the most frequently used method of depicting the relationships between these bacterial pathogen genomes. However, the presence of homologous recombination in most bacterial pathogen species can invalidate the application of standard phylogenetic tools. Here we describe a method to produce phylogenetic analyses that accounts for the disruptive effect of recombination. This allows users to investigate the recombination events that have occurred, as well as to produce more meaningful phylogenetic analyses which recover the clonal genealogy representing the clonal relationships between genomes.
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Affiliation(s)
- Xavier Didelot
- School of Life Sciences and Department of Statistics, University of Warwick, Coventry, UK.
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11
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Guevara-Tique AA, Torres RC, Bravo MM, Carvajal Carmona LG, Echeverry de Polanco MM, Bohórquez ME, Torres J. Recombination events drives the emergence of Colombian Helicobacter pylori subpopulations with self-identity ancestry. Virulence 2022; 13:1146-1160. [PMID: 35838227 PMCID: PMC9291697 DOI: 10.1080/21505594.2022.2095737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Helicobacter pylori have coevolved with mankind since its origins, adapting to different human groups. In America, H. pylori has evolved into several subpopulations. We analysed the genome of 154 Colombian strains along with 1,091 strains from worldwide populations to discern the ancestry and adaption to Colombian people. Population structure and ancestry was inferred with FineStructure and ChromoPainter. Phylogenetic relationship and the relative effect of recombination were analysing the core SNPs. Also, a Fst index was calculated to identify the gene variants with the strongest fixation in the Colombian subpopulations compared to their parent population hspSWEurope. FineStructure allowed the identification of two Colombian subpopulations, the previously described hspSWEuropeColombia and a novel subpopulation named hspColombia, that included three subgroups following their geographic origin. Colombian subpopulations represent an admixture of European, African and Indigenous ancestry; although some genomes showed a high proportion of self identity, suggesting an advanced adaption to these mestizo Colombian groups. We found that recombination is more important that punctual mutations in H. pylori genome diversity, 13.9 more important in hspSWEurope, 12.5 in hspSWEColombia and 10.5 in hspColombia, reflecting the divergence of these subpopulations. Fst analysis identified 82 SNPs fixed in 26 genes of the hspColombia subpopulation that encode for outer membrane and central metabolism proteins. Strongest fixation indexes were identified in genes encoding HofC, HopE, FrpB-4 and Sialidase A. These findings demonstrate that H. pylori has evolved in Colombia to give rise to subpopulations with a self identity ancestry, reflected in allele changes on genes encoding for outer membrane proteins.
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Affiliation(s)
- Alix A Guevara-Tique
- Grupo de Investigación en Citogenética, Filogenia y Evolución de Poblaciones, Departamento de Ciencias y Ciencias de la Salud, Universidad del Tolima, Tolima, Colombia
| | - Roberto C Torres
- The Center for Microbes, Development and Health, CAS Key Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai, Chinese Academy of Sciences, Shanghai, China
| | - Maria M Bravo
- Laboratorio de Inmunología, Instituto Nacional de Cancerología, Bogotá, D. C., Colombia
| | - Luis G Carvajal Carmona
- Genome Center, Department of Biochemistry and Molecular Medicine, School of Medicine-University of California, Davis, California, USA
| | - María M Echeverry de Polanco
- Grupo de Investigación en Citogenética, Filogenia y Evolución de Poblaciones, Departamento de Ciencias y Ciencias de la Salud, Universidad del Tolima, Tolima, Colombia
| | - Mabel E Bohórquez
- Grupo de Investigación en Citogenética, Filogenia y Evolución de Poblaciones, Departamento de Ciencias y Ciencias de la Salud, Universidad del Tolima, Tolima, Colombia.,Medicine Program, Department of Health Sciences, Tolima University, Tolima, Colombia
| | - Javier Torres
- c Unidad de Investigación en Enfermedades Infecciosas, UMAE Pediatria, Instituto Mexicano del Seguro Social, México
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12
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Thorpe HA, Tourrette E, Yahara K, Vale FF, Liu S, Oleastro M, Alarcon T, Perets TT, Latifi-Navid S, Yamaoka Y, Martinez-Gonzalez B, Karayiannis I, Karamitros T, Sgouras DN, Elamin W, Pascoe B, Sheppard SK, Ronkainen J, Aro P, Engstrand L, Agreus L, Suerbaum S, Thorell K, Falush D. Repeated out-of-Africa expansions of Helicobacter pylori driven by replacement of deleterious mutations. Nat Commun 2022; 13:6842. [PMID: 36369175 PMCID: PMC9652371 DOI: 10.1038/s41467-022-34475-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 10/26/2022] [Indexed: 11/13/2022] Open
Abstract
Helicobacter pylori lives in the human stomach and has a population structure resembling that of its host. However, H. pylori from Europe and the Middle East trace substantially more ancestry from modern African populations than the humans that carry them. Here, we use a collection of Afro-Eurasian H. pylori genomes to show that this African ancestry is due to at least three distinct admixture events. H. pylori from East Asia, which have undergone little admixture, have accumulated many more non-synonymous mutations than African strains. European and Middle Eastern bacteria have elevated African ancestry at the sites of these mutations, implying selection to remove them during admixture. Simulations show that population fitness can be restored after bottlenecks by migration and subsequent admixture of small numbers of bacteria from non-bottlenecked populations. We conclude that recent spread of African DNA has been driven by deleterious mutations accumulated during the original out-of-Africa bottleneck.
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Affiliation(s)
- Harry A Thorpe
- Department of Biostatistics, University of Oslo, Oslo, Norway
| | - Elise Tourrette
- CAS Key Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai, Chinese Academy of Sciences, Shanghai, China
| | - Koji Yahara
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Filipa F Vale
- Pathogen Genome Bioinformatics and Computational Biology, Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisbon, Portugal
| | - Siqi Liu
- CAS Key Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Mónica Oleastro
- National Reference Laboratory for Gastrointestinal Infections, Department of Infectious Diseases, National Institute of Health Dr Ricardo Jorge, Lisbon, Portugal
| | - Teresa Alarcon
- Department of Microbiology, Hospital Universitario La Princesa, Instituto de Investigación Sanitaria Princesa, Madrid, Spain
| | - Tsachi-Tsadok Perets
- Gastroenterology Laboratory, Rabin Medical Center, Petah Tikva, Israel
- Department of Digital Medical Technologies, Holon Institute of Technology, Holon, Israel
| | - Saeid Latifi-Navid
- Department of Biology, Faculty of Sciences, University of Mohaghegh Ardabili, Ardabil, Iran
| | - Yoshio Yamaoka
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Yufu, Oita, Japan
- Department of Medicine-Gastroenterology, Baylor College of Medicine, Houston, TX, USA
| | | | - Ioannis Karayiannis
- Laboratory of Medical Microbiology, Hellenic Pasteur Institute, Athens, Greece
| | | | | | - Wael Elamin
- G42 Healthcare, Abu Dhabi, UAE
- Elrazi University, Khartoum, Sudan
| | - Ben Pascoe
- Department of Biology, University of Oxford, Oxford, UK
| | - Samuel K Sheppard
- Ineos Oxford Institute, Department of Biology, University of Oxford, Oxford, UK
| | - Jukka Ronkainen
- Center for Life Course Health Research, University of Oulu, Oulu, Finland
- Primary Health Care Center, Tornio, Finland
| | | | - Lars Engstrand
- Center for Translational Microbiome Research, Department for Microbiology, Tumor, and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Lars Agreus
- Division of Family Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Sebastian Suerbaum
- Department of Medical Microbiology and Hospital Epidemiology, Max von Pettenkofer Institute, Faculty of Medicine, LMU Munich, Munich, Germany
- Department of Medical Microbiology and Hospital Epidemiology, Hannover Medical School, Hanover, Germany
- DZIF German Center for Infection Research, Hannover-Braunschweig and Munich Partner Sites, Munich, Germany
| | - Kaisa Thorell
- Institute of Biomedicine, Department of Infectious Diseases, University of Gothenburg, Gothenburg, Sweden
- Department of Clinical Microbiology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Daniel Falush
- CAS Key Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai, Chinese Academy of Sciences, Shanghai, China.
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13
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Suzuki R, Saitou N, Matsuari O, Shiota S, Matsumoto T, Akada J, Kinjo N, Kinjo F, Teruya K, Shimoji M, Shiroma A, Kato M, Satou K, Hirano T, Asaka M, Kryukov K, Moodley Y, Yamaoka Y. Helicobacter pylori genomes reveal Paleolithic human migration to the east end of Asia. iScience 2022; 25:104477. [PMID: 35720267 PMCID: PMC9204748 DOI: 10.1016/j.isci.2022.104477] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 09/29/2021] [Accepted: 04/28/2022] [Indexed: 11/25/2022] Open
Abstract
A virulence bacterium, Helicobacter pylori, evolved parallel to its host human, therefore, can work as a marker for tracing the human migration. We found H. pylori strains indigenous in the southernmost islands of Japanese Archipelago, Okinawa, and defined them as hspOkinawa and hpRyukyu. Genome data of the strains revealed that hspOkinawa diverged from other East Asian strains about 20,000 years ago, and that hpRyukyu diverged about 45,000 years ago. The closest strains of hpRyukyu were found from Afghanistan, Punjab, and Nepal, which suggest this strain originated in the central Asia and traveled across the Eurasian continent during Paleolithic era. The divergence date of hpRyukyu corresponds with human fossil records in Okinawa. Although it is controversial from human DNA analyses whether descendants of the Paleolithic migrants remain in the modern Japanese population, this study reveals that the bacterium of Paleolithic origin remains in the stomachs of current Japanese.
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Affiliation(s)
- Rumiko Suzuki
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, 1-1 Idaigaoka, Hasama-machi, Yufu City, Oita Prefecture 879-5593, Japan
| | - Naruya Saitou
- Population Genetics Laboratory, National Institute of Genetics, 1111 Yata, Mishima 411-8540, Japan
| | - Osamu Matsuari
- Department of Gastroenterology, Oita University Faculty of Medicine, 1-1 Idaigaoka, Hasama-machi, Yufu 879-5593, Japan
| | - Seiji Shiota
- Department of General Medicine, OIta University Faculty of Medicine, Japan
| | - Takashi Matsumoto
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, 1-1 Idaigaoka, Hasama-machi, Yufu City, Oita Prefecture 879-5593, Japan
| | - Junko Akada
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, 1-1 Idaigaoka, Hasama-machi, Yufu City, Oita Prefecture 879-5593, Japan
| | | | - Fukunori Kinjo
- Center for Gastroenterology, Urasoe General Hospital, Urasoe 901-2132, Japan
| | - Kuniko Teruya
- Okinawa Institute of Advanced Sciences, 5-1 Suzaki, Uruma 904-2234, Japan
| | - Makiko Shimoji
- Okinawa Institute of Advanced Sciences, 5-1 Suzaki, Uruma 904-2234, Japan
| | - Akino Shiroma
- Okinawa Institute of Advanced Sciences, 5-1 Suzaki, Uruma 904-2234, Japan
| | - Mototsugu Kato
- Hakodate National Hospital, 18-16 Kawahara, Hakodate 041-8512, Japan
| | - Kazuhito Satou
- Okinawa Institute of Advanced Sciences, 5-1 Suzaki, Uruma 904-2234, Japan
| | - Takashi Hirano
- Okinawa Institute of Advanced Sciences, 5-1 Suzaki, Uruma 904-2234, Japan
| | - Masahiro Asaka
- Health Sciences University of Hokkaido, Ishikari-gun 061-0293, Japan
| | - Kirill Kryukov
- Population Genetics Laboratory, National Institute of Genetics, 1111 Yata, Mishima 411-8540, Japan
| | - Yoshan Moodley
- Department of Zoology, University of Venda, 2002 University Road, Thohoyandou 0950, Republic of South Africa
| | - Yoshio Yamaoka
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, 1-1 Idaigaoka, Hasama-machi, Yufu City, Oita Prefecture 879-5593, Japan
- Department of Medicine-Gastroenterology, Baylor College of Medicine and Michael E. Debakey Veterans Affairs Medical Center, 2002 Holcombe Blvd., Houston, TX 77030, USA
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14
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Zheng H, Huang Y, Liu P, Yan L, Zhou Y, Yang C, Wu Y, Qin J, Guo Y, Pei X, Guo Y, Cui Y, Liang W. Population genomics of the food-borne pathogen Vibrio fluvialis reveals lineage associated pathogenicity-related genetic elements. Microb Genom 2022; 8. [PMID: 35212619 PMCID: PMC8942032 DOI: 10.1099/mgen.0.000769] [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: 11/18/2022] Open
Abstract
Vibrio fluvialis is a food-borne pathogen with epidemic potential that causes cholera-like acute gastroenteritis and sometimes extraintestinal infections in humans. However, research on its genetic diversity and pathogenicity-related genetic elements based on whole genome sequences is lacking. In this study, we collected and sequenced 130 strains of V. fluvialis from 14 provinces of China, and also determined the susceptibility of 35 of the strains to 30 different antibiotics. Combined with 52 publicly available V. fluvialis genomes, we inferred the population structure and investigated the characteristics of pathogenicity-related factors. The V. fluvialis strains exhibited high levels of homologous recombination and were assigned to two major populations, VflPop1 and VflPop2, according to the different compositions of their gene pools. VflPop2 was subdivided into groups 2.1 and 2.2. Except for VflPop2.2, which consisted only of Asian strains, the strains in VflPop1 and VflPop2.1 were distributed in the Americas, Asia and Europe. Analysis of the pathogenicity potential of V. fluvialis showed that most of the identified virulence-related genes or gene clusters showed high prevalence in V. fluvialis, except for three mobile genetic elements: pBD146, ICEVflInd1 and MGIVflInd1, which were scattered in only a few strains. A total of 21 antimicrobial resistance genes were identified in the genomes of the 182 strains analysed in this study, and 19 (90%) of them were exclusively present in VflPop2. Notably, the tetracycline resistance-related gene tet(35) was present in 150 (95%) of the strains in VflPop2, and in only one (4%) strain in VflPop1, indicating it was population-specific. In total, 91% of the 35 selected strains showed resistance to cefazolin, indicating V. fluvialis has a high resistance rate to cefazolin. Among the 15 genomes that carried the previously reported drug resistance-related plasmid pBD146, 11 (73%) showed resistance to trimethoprim-sulfamethoxazole, which we inferred was related to the presence of the dfr6 gene in the plasmid. On the basis of the population genomics analysis, the genetic diversity, population structure and distribution of pathogenicity-related factors of V. fluvialis were delineated in this study. The results will provide further clues regarding the evolution and pathogenic mechanisms of V. fluvialis, and improve our knowledge for the prevention and control of this pathogen.
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Affiliation(s)
- Hongyuan Zheng
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, PR China
| | - Yuanming Huang
- State Key Laboratory of Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, PR China
| | - Ping Liu
- State Key Laboratory of Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, PR China
| | - Lin Yan
- National Center for Food Safety Risk Assessment, Beijing 100022, PR China
| | - Yanyan Zhou
- Center of Clinical Laboratory, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, PR China
| | - Chao Yang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, PR China
| | - Yarong Wu
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, PR China
| | - Jingliang Qin
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, PR China
| | - Yan Guo
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, PR China
| | - Xiaoyan Pei
- National Center for Food Safety Risk Assessment, Beijing 100022, PR China
| | - Yunchang Guo
- National Center for Food Safety Risk Assessment, Beijing 100022, PR China
| | - Yujun Cui
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, PR China
| | - Weili Liang
- State Key Laboratory of Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, PR China
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15
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Mourkas E, Yahara K, Bayliss SC, Calland JK, Johansson H, Mageiros L, Muñoz-Ramirez ZY, Futcher G, Méric G, Hitchings MD, Sandoval-Motta S, Torres J, Jolley KA, Maiden MCJ, Ellström P, Waldenström J, Pascoe B, Sheppard SK. Host ecology regulates interspecies recombination in bacteria of the genus Campylobacter. eLife 2022; 11:e73552. [PMID: 35191377 PMCID: PMC8912921 DOI: 10.7554/elife.73552] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 02/20/2022] [Indexed: 01/16/2023] Open
Abstract
Horizontal gene transfer (HGT) can allow traits that have evolved in one bacterial species to transfer to another. This has potential to rapidly promote new adaptive trajectories such as zoonotic transfer or antimicrobial resistance. However, for this to occur requires gaps to align in barriers to recombination within a given time frame. Chief among these barriers is the physical separation of species with distinct ecologies in separate niches. Within the genus Campylobacter, there are species with divergent ecologies, from rarely isolated single-host specialists to multihost generalist species that are among the most common global causes of human bacterial gastroenteritis. Here, by characterizing these contrasting ecologies, we can quantify HGT among sympatric and allopatric species in natural populations. Analyzing recipient and donor population ancestry among genomes from 30 Campylobacter species, we show that cohabitation in the same host can lead to a six-fold increase in HGT between species. This accounts for up to 30% of all SNPs within a given species and identifies highly recombinogenic genes with functions including host adaptation and antimicrobial resistance. As described in some animal and plant species, ecological factors are a major evolutionary force for speciation in bacteria and changes to the host landscape can promote partial convergence of distinct species through HGT.
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Affiliation(s)
- Evangelos Mourkas
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of BathBathUnited Kingdom
| | - Koji Yahara
- Antimicrobial Resistance Research Center, National Institute of Infectious DiseasesTokyoJapan
| | - Sion C Bayliss
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of BathBathUnited Kingdom
| | - Jessica K Calland
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of BathBathUnited Kingdom
| | - Håkan Johansson
- Centre for Ecology and Evolution in Microbial Model Systems, Linnaeus UniversityKalmarSweden
| | - Leonardos Mageiros
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of BathBathUnited Kingdom
| | - Zilia Y Muñoz-Ramirez
- Unidad de Investigacion en Enfermedades Infecciosas, UMAE Pediatria, Instituto Mexicano del Seguro SocialMexico CityMexico
| | - Grant Futcher
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of BathBathUnited Kingdom
| | - Guillaume Méric
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of BathBathUnited Kingdom
| | | | - Santiago Sandoval-Motta
- Unidad de Investigacion en Enfermedades Infecciosas, UMAE Pediatria, Instituto Mexicano del Seguro SocialMexico CityMexico
| | - Javier Torres
- Unidad de Investigacion en Enfermedades Infecciosas, UMAE Pediatria, Instituto Mexicano del Seguro SocialMexico CityMexico
| | - Keith A Jolley
- Department of Zoology, University of OxfordOxfordUnited Kingdom
| | | | - Patrik Ellström
- Department of Medical Sciences, Zoonosis Science Centre, Uppsala UniversityUppsalaSweden
| | - Jonas Waldenström
- Centre for Ecology and Evolution in Microbial Model Systems, Linnaeus UniversityKalmarSweden
| | - Ben Pascoe
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of BathBathUnited Kingdom
- Faculty of Veterinary Medicine, Chiang Mai UniversityChiang MaiThailand
| | - Samuel K Sheppard
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of BathBathUnited Kingdom
- Department of Zoology, University of OxfordOxfordUnited Kingdom
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16
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You Y, Thorell K, He L, Yahara K, Yamaoka Y, Cha JH, Murakami K, Katsura Y, Kobayashi I, Falush D, Zhang J. Genomic differentiation within East Asian Helicobacter pylori. Microb Genom 2022; 8. [PMID: 35188454 PMCID: PMC8942036 DOI: 10.1099/mgen.0.000676] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
The East Asian region, including China, Japan and Korea, accounts for half of gastric cancer deaths. However, different areas have contrasting gastric cancer incidences and the population structure of Helicobacter pylori in this ethnically diverse region is yet unknown. We aimed to investigate genomic differences in H. pylori between these areas to identify sequence polymorphisms associated with increased cancer risk. We analysed 381 H. pylori genomes collected from different areas of the three countries using phylogenetic and population genetic tools to characterize population differentiation. The functional consequences of SNPs with a highest fixation index (Fst) between subpopulations were examined by mapping amino acid changes on 3D protein structure, solved or modelled. Overall, 329/381 genomes belonged to the previously identified hspEAsia population indicating that import of bacteria from other regions of the world has been uncommon. Seven subregional clusters were found within hspEAsia, related to subpopulations with various ethnicities, geographies and gastric cancer risks. Subpopulation-specific amino acid changes were found in multidrug exporters (hefC), transporters (frpB-4), outer membrane proteins (hopI) and several genes involved in host interaction, such as a catalase site, involved in H2O2 entrance, and a flagellin site mimicking host glycosylation. Several of the top hits, including frpB-4, hefC, alpB/hopB and hofC, have been found to be differentiated within the Americas in previous studies, indicating that a handful of genes may be key to local geographic adaptation. H. pylori within East Asia are not homogeneous but have become differentiated geographically at multiple loci that might have facilitated adaptation to local conditions and hosts. This has important implications for further evaluation of these changes in relation to the varying gastric cancer incidence between geographical areas in this region.
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Affiliation(s)
- Yuanhai You
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, PR China
| | - Kaisa Thorell
- Department of Clinical Microbiology, Sahlgrenska University Hospital, Västra Götaland 12 Region, Gothenburg, Sweden
- Department of Infectious Diseases, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Lihua He
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, PR China
| | - Koji Yahara
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Yoshio Yamaoka
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Oita, Japan
| | - Jeong-Heon Cha
- Department of Oral Biology, BK21 Plus Project, Yonsei University College of Dentistry, Seoul, Republic of Korea
| | - Kazunari Murakami
- Department of Gastroenterology, Faculty of Medicine, Oita University, Oita, Japan
| | - Yukako Katsura
- Primate Research Institute, Kyoto University, Inuyama, Japan
| | - Ichizo Kobayashi
- Department of Computational Biology and Medical Sciences (formerly Department of Medical Genome Sciences), Graduate School of Frontier Sciences, University of Tokyo, Tokyo, Japan
- Department of Infectious Diseases, Kyorin University School of Medicine, Mitaka-shi, Tokyo, Japan
- I2BC, University of Paris-Saclay, Gif-sur-Yvette, France
- Research Center for Micro-Nano Technology, Hosei University, Koganei-shi, Tokyo, Japan
- Institute of Medical Science, University of Tokyo, Minato-ku, Tokyo, Japan
| | - Daniel Falush
- The Center for Microbes, Development and Health, Key Laboratory of Molecular Virology and Immunology, Institut Pasteur of Shanghai, Chinese Academy of Sciences, Shanghai, PR China
| | - Jianzhong Zhang
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, PR China
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17
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Tuan VP, Yahara K, Dung HDQ, Binh TT, Huu Tung P, Tri TD, Thuan NPM, Khien VV, Trang TTH, Phuc BH, Tshibangu-Kabamba E, Matsumoto T, Akada J, Suzuki R, Okimoto T, Kodama M, Murakami K, Yano H, Fukuyo M, Takahashi N, Kato M, Nishiumi S, Azuma T, Ogura Y, Hayashi T, Toyoda A, Kobayashi I, Yamaoka Y. Genome-wide association study of gastric cancer- and duodenal ulcer-derived Helicobacter pylori strains reveals discriminatory genetic variations and novel oncoprotein candidates. Microb Genom 2021; 7. [PMID: 34846284 PMCID: PMC8743543 DOI: 10.1099/mgen.0.000680] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Genome-wide association studies (GWASs) can reveal genetic variations associated with a phenotype in the absence of any hypothesis of candidate genes. The problem of false-positive sites linked with the responsible site might be bypassed in bacteria with a high homologous recombination rate, such as Helicobacter pylori, which causes gastric cancer. We conducted a small-sample GWAS (125 gastric cancer cases and 115 controls) followed by prediction of gastric cancer and control (duodenal ulcer) H. pylori strains. We identified 11 single nucleotide polymorphisms (eight amino acid changes) and three DNA motifs that, combined, allowed effective disease discrimination. They were often informative of the underlying molecular mechanisms, such as electric charge alteration at the ligand-binding pocket, alteration in subunit interaction, and mode-switching of DNA methylation. We also identified three novel virulence factors/oncoprotein candidates. These results provide both defined targets for further informatic and experimental analyses to gain insights into gastric cancer pathogenesis and a basis for identifying a set of biomarkers for distinguishing these H. pylori-related diseases.
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Affiliation(s)
- Vo Phuoc Tuan
- Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh, Vietnam
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Oita, Japan
| | - Koji Yahara
- Antimicrobial Resistance ResearchCenter, National Institute of Infectious Diseases, Tokyo, Japan
- *Correspondence: Koji Yahara,
| | | | - Tran Thanh Binh
- Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh, Vietnam
| | - Pham Huu Tung
- Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh, Vietnam
| | - Tran Dinh Tri
- Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh, Vietnam
| | | | - Vu Van Khien
- Department of GI Endoscopy, 108 Central Hospital, Hanoi, Vietnam
| | | | - Bui Hoang Phuc
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Oita, Japan
- Department of Microbiology, Cho Ray Hospital, Ho Chi Minh, Vietnam
| | | | - Takashi Matsumoto
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Oita, Japan
| | - Junko Akada
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Oita, Japan
| | - Rumiko Suzuki
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Oita, Japan
| | - Tadayoshi Okimoto
- Department of Gastroenterology, Oita University Faculty of Medicine, Yufu, Oita, Japan
| | - Masaaki Kodama
- Department of Gastroenterology, Oita University Faculty of Medicine, Yufu, Oita, Japan
| | - Kazunari Murakami
- Department of Gastroenterology, Oita University Faculty of Medicine, Yufu, Oita, Japan
| | - Hirokazu Yano
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Tokyo, Japan
- Institute of Medical Science, University of Tokyo, Tokyo, Japan
- Graduate School of Life Sciences, Tohoku University, Sendai, Japan
| | - Masaki Fukuyo
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Tokyo, Japan
- Institute of Medical Science, University of Tokyo, Tokyo, Japan
- Department of Molecular Oncology, Chiba University, Chiba, Japan
| | - Noriko Takahashi
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Tokyo, Japan
- Institute of Medical Science, University of Tokyo, Tokyo, Japan
- Department of Infectious Diseases, Kyorin University School of Medicine, Mitaka City, Tokyo, Japan
| | - Mototsugu Kato
- Division of Endoscopy, Hokkaido University Hospital, Sapporo, Hokkaido, Japan
- Department of Gastroenterology, National Hospital Organization Hakodate Hospital, Hakodate, Hokkaido, Japan
| | - Shin Nishiumi
- Department of Gastroenterology, Graduate School of Medicine, Kobe University, Chuou-ku, Kobe, Hyogo, Japan
- Department of Omics Medicine, Hyogo College of Medicine, Hyogo, Japan
| | - Takashi Azuma
- Department of Gastroenterology, Graduate School of Medicine, Kobe University, Chuou-ku, Kobe, Hyogo, Japan
| | - Yoshitoshi Ogura
- Department of Bacteriology, Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan
- Division of Microbiology, Department of Infectious Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - Tetsuya Hayashi
- Department of Bacteriology, Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Atsushi Toyoda
- Advanced GenomicsCenter, National Institute of Genetics, Shizuoka, Japan
| | - Ichizo Kobayashi
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Tokyo, Japan
- Institute of Medical Science, University of Tokyo, Tokyo, Japan
- Department of Infectious Diseases, Kyorin University School of Medicine, Mitaka City, Tokyo, Japan
- Research Center for Micro-Nano Technology, Hosei University, Tokyo, Japan
- *Correspondence: Ichizo Kobayashi, ;
| | - Yoshio Yamaoka
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Oita, Japan
- Department of Medicine, gastroenterology section, Baylor College of Medicine, Houston TX, USA
- *Correspondence: Yoshio Yamaoka,
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18
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Jiang X, Xu Z, Zhang T, Li Y, Li W, Tan H. Whole-Genome-Based Helicobacter pylori Geographic Surveillance: A Visualized and Expandable Webtool. Front Microbiol 2021; 12:687259. [PMID: 34408729 PMCID: PMC8366602 DOI: 10.3389/fmicb.2021.687259] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 06/07/2021] [Indexed: 01/08/2023] Open
Abstract
Helicobacter pylori exhibit specific geographic distributions that are related to clinical outcomes. Despite the high infection rate of H. pylori throughout the world, the genetic epidemiology surveillance of H. pylori still needs to be improved. This study used the single nucleotide polymorphisms (SNPs) profiling approach based on whole genome sequencing (WGS) to facilitate genomic population analyses of H. pylori and encourage the dissemination of microbial genotyping strategies worldwide. A total number of 1,211 public H. pylori genomes were downloaded and used to construct the typing tool, named HpTT (H. pylori Typing Tool). Combined with the metadata, we developed two levels of genomic typing, including a continent-scale and a country scale that nested in the continent scale. Results showed that Asia was the largest isolate source in our dataset, while isolates from Europe and Oceania were comparatively more widespread. More specifically, Switzerland and Australia are the main sources of widespread isolates in their corresponding continents. To integrate all the typing information and enable researchers to compare their dataset against the existing global database easily and rapidly, a user-friendly website (https://db.cngb.org/HPTT/) was developed with both genomic typing tools and visualization tools. To further confirm the validity of the website, ten newly assembled genomes were downloaded and tested precisely located on the branch as we expected. In summary, the H. pylori typing tool (HpTT) is a novel genomic epidemiological tool that can achieve high-resolution analysis of genomic typing and visualizing simultaneously, providing insights into the genetic population structure, evolution analysis, and epidemiological surveillance of H. pylori.
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Affiliation(s)
- Xiaosen Jiang
- BGI-Shenzhen, Shenzhen, China.,BGI Education Center, University of Chinese Academy of Sciences, Shenzhen, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Zheng Xu
- BGI-Shenzhen, Shenzhen, China.,Shenzhen Key Laboratory of Unknown Pathogen Identification, BGI-Shenzhen, Shenzhen, China
| | | | - Yuan Li
- BGI-Shenzhen, Shenzhen, China
| | - Wei Li
- BGI-Shenzhen, Shenzhen, China.,BGI Education Center, University of Chinese Academy of Sciences, Shenzhen, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
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19
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Abstract
The peopling of Siberia and the Americas is intriguing for archaeologists, linguists, and human geneticists, but despite significant recent developments, many details remain controversial. Here, we provide insights based on genetic diversity within Helicobacter pylori, a bacterium that infects 50% of all humans. H. pylori strains were collected from across eastern Eurasia and the Americas. Sequence analyses indicated that Siberia contains both anciently diverged and recently admixed bacteria, supporting both human persistence over the last glacial maximum and more recent human recolonization. We inferred a single migration across the Bering land bridge, accompanied by a dramatic reduction in effective population size, followed by bidirectional Holocene gene flow between Asia and the Americas. The gastric bacterium Helicobacter pylori shares a coevolutionary history with humans that predates the out-of-Africa diaspora, and the geographical specificities of H. pylori populations reflect multiple well-known human migrations. We extensively sampled H. pylori from 16 ethnically diverse human populations across Siberia to help resolve whether ancient northern Eurasian populations persisted at high latitudes through the last glacial maximum and the relationships between present-day Siberians and Native Americans. A total of 556 strains were cultivated and genotyped by multilocus sequence typing, and 54 representative draft genomes were sequenced. The genetic diversity across Eurasia and the Americas was structured into three populations: hpAsia2, hpEastAsia, and hpNorthAsia. hpNorthAsia is closely related to the subpopulation hspIndigenousAmericas from Native Americans. Siberian bacteria were structured into five other subpopulations, two of which evolved through a divergence from hpAsia2 and hpNorthAsia, while three originated though Holocene admixture. The presence of both anciently diverged and recently admixed strains across Siberia support both Pleistocene persistence and Holocene recolonization. We also show that hspIndigenousAmericas is endemic in human populations across northern Eurasia. The evolutionary history of hspIndigenousAmericas was reconstructed using approximate Bayesian computation, which showed that it colonized the New World in a single migration event associated with a severe demographic bottleneck followed by low levels of recent admixture across the Bering Strait.
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20
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Muñoz-Ramirez ZY, Pascoe B, Mendez-Tenorio A, Mourkas E, Sandoval-Motta S, Perez-Perez G, Morgan DR, Dominguez RL, Ortiz-Princz D, Cavazza ME, Rocha G, Queiroz DMM, Catalano M, Palma GZD, Goldman CG, Venegas A, Alarcon T, Oleastro M, Vale FF, Goodman KJ, Torres RC, Berthenet E, Hitchings MD, Blaser MJ, Sheppard SK, Thorell K, Torres J. A 500-year tale of co-evolution, adaptation, and virulence: Helicobacter pylori in the Americas. THE ISME JOURNAL 2021; 15:78-92. [PMID: 32879462 PMCID: PMC7853065 DOI: 10.1038/s41396-020-00758-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 07/27/2020] [Accepted: 08/24/2020] [Indexed: 02/07/2023]
Abstract
Helicobacter pylori is a common component of the human stomach microbiota, possibly dating back to the speciation of Homo sapiens. A history of pathogen evolution in allopatry has led to the development of genetically distinct H. pylori subpopulations, associated with different human populations, and more recent admixture among H. pylori subpopulations can provide information about human migrations. However, little is known about the degree to which some H. pylori genes are conserved in the face of admixture, potentially indicating host adaptation, or how virulence genes spread among different populations. We analyzed H. pylori genomes from 14 countries in the Americas, strains from the Iberian Peninsula, and public genomes from Europe, Africa, and Asia, to investigate how admixture varies across different regions and gene families. Whole-genome analyses of 723 H. pylori strains from around the world showed evidence of frequent admixture in the American strains with a complex mosaic of contributions from H. pylori populations originating in the Americas as well as other continents. Despite the complex admixture, distinctive genomic fingerprints were identified for each region, revealing novel American H. pylori subpopulations. A pan-genome Fst analysis showed that variation in virulence genes had the strongest fixation in America, compared with non-American populations, and that much of the variation constituted non-synonymous substitutions in functional domains. Network analyses suggest that these virulence genes have followed unique evolutionary paths in the American populations, spreading into different genetic backgrounds, potentially contributing to the high risk of gastric cancer in the region.
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Affiliation(s)
- Zilia Y Muñoz-Ramirez
- Unidad de Investigacion en Enfermedades Infecciosas, UMAE Pediatria, Instituto Mexicano del Seguro Social, Ciudad de México, Mexico
- Laboratorio de Bioinformática y Biotecnología Genómica, Escuela Nacional de Ciencias Biológicas, Unidad Profesional Lázaro Cárdenas, Instituto Politécnico Nacional, 11340, Mexico City, Mexico
| | - Ben Pascoe
- Department of Biology and Biochemistry, The Milner Centre for Evolution, University of Bath, Claverton Down, Bath, UK
| | - Alfonso Mendez-Tenorio
- Laboratorio de Bioinformática y Biotecnología Genómica, Escuela Nacional de Ciencias Biológicas, Unidad Profesional Lázaro Cárdenas, Instituto Politécnico Nacional, 11340, Mexico City, Mexico
| | - Evangelos Mourkas
- Department of Biology and Biochemistry, The Milner Centre for Evolution, University of Bath, Claverton Down, Bath, UK
| | - Santiago Sandoval-Motta
- Instituto Nacional de Medicina Genomica, Ciudad de México, México
- Consejo Nacional de Ciencia y Tecnologia, Catedras CONACYT, Ciudad de México, México
| | | | - Douglas R Morgan
- UAB Division of Gastroenterology and Hepatology, The University of Alabama at Birmingham, Birmingham, UK
- Division of Gastroenterology, Hepatology, and Nutrition, Vanderbilt University, Nashville, TN, USA
| | - Ricardo Leonel Dominguez
- Western Honduras Gastric Cancer Prevention Initiative Hospital de Occidente Santa Rosa de Copan, Santa Rosa de Copan, Honduras
| | - Diana Ortiz-Princz
- Laboratorio de Microbiología Molecular, Servicio Instituto de Biomedicina MPPS-UCV, Caracas, Venezuela
| | - Maria Eugenia Cavazza
- Laboratorio de Microbiología Molecular, Servicio Instituto de Biomedicina MPPS-UCV, Caracas, Venezuela
| | - Gifone Rocha
- Faculdade de Medicina da UFMG, Belo Horizonte, Brazil
| | | | - Mariana Catalano
- Facultad de Medicina, Instituto de Microbiología y Parasitología Médica (IMPAM, UBA-CONICET), Universidad de Buenos Aires-Consejo Nacional de Investigaciones Científicas y Técnicas, Santa Rosa de Copan, Honduras
| | - Gerardo Zerbetto De Palma
- Instituto de Química y Fisicoquímica Biológicas "Prof. Alejandro C. Paladini", IQUIFIB UBA-CONICET, Santa Rosa de Copan, Honduras
| | - Cinthia G Goldman
- Facultad de Farmacia y Bioquímica, Cátedra de Física, Universidad de Buenos Aires, C1113AAD, Buenos Aires, Argentina
- National Scientific and Technical Research Council (CONICET), C1425FQB, Buenos Aires, Argentina
| | - Alejandro Venegas
- Laboratorio de Patogénesis Microbiana, Centro de Investigación Biomédica, Universidad Diego Portales, Ejército, 141, Santiago, Chile
| | - Teresa Alarcon
- Department of Microbiology, Hospital Universitario La Princesa, Instituto de Investigación Sanitaria Princesa, Madrid, Spain
| | - Monica Oleastro
- Host-Pathogen Interactions Unit, Faculty of Pharmacy, Research Institute for Medicines (iMed-ULisboa), Universidade de Lisboa, Lisboa, Portugal
| | - Filipa F Vale
- Host-Pathogen Interactions Unit, Faculty of Pharmacy, Research Institute for Medicines (iMed-ULisboa), Universidade de Lisboa, Lisboa, Portugal
| | - Karen J Goodman
- Division of Gastroenterology, Centre of Excellence for Gastrointestinal Inflammation & Immunity Research, University of Alberta, Edmonton, AB, Canada
| | - Roberto C Torres
- Unidad de Investigacion en Enfermedades Infecciosas, UMAE Pediatria, Instituto Mexicano del Seguro Social, Ciudad de México, Mexico
| | - Elvire Berthenet
- Swansea University Medical School, Swansea University, Swansea, UK
| | | | - Martin J Blaser
- Center for Advanced Biotechnology and Medicine, Rutgers University, New Brunswick, NJ, USA
| | - Samuel K Sheppard
- Department of Biology and Biochemistry, The Milner Centre for Evolution, University of Bath, Claverton Down, Bath, UK
| | - Kaisa Thorell
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden.
| | - Javier Torres
- Unidad de Investigacion en Enfermedades Infecciosas, UMAE Pediatria, Instituto Mexicano del Seguro Social, Ciudad de México, Mexico.
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21
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Gutiérrez-Escobar AJ, Velapatiño B, Borda V, Rabkin CS, Tarazona-Santos E, Cabrera L, Cok J, Hooper CC, Jahuira-Arias H, Herrera P, Noureen M, Wang D, Romero-Gallo J, Tran B, Peek RM, Berg DE, Gilman RH, Camargo MC. Identification of New Helicobacter pylori Subpopulations in Native Americans and Mestizos From Peru. Front Microbiol 2020; 11:601839. [PMID: 33381095 PMCID: PMC7767971 DOI: 10.3389/fmicb.2020.601839] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 11/16/2020] [Indexed: 01/01/2023] Open
Abstract
Region-specific Helicobacter pylori subpopulations have been identified. It is proposed that the hspAmerind subpopulation is being displaced from the Americans by an hpEurope population following the conquest. Our study aimed to describe the genomes and methylomes of H. pylori isolates from distinct Peruvian communities: 23 strains collected from three groups of Native Americans (Asháninkas [ASHA, n = 9], Shimaas [SHIM, n = 5] from Amazonas, and Punos from the Andean highlands [PUNO, n = 9]) and 9 modern mestizos from Lima (LIM). Closed genomes and DNA modification calls were obtained using SMRT/PacBio sequencing. We performed evolutionary analyses and evaluated genomic/epigenomic differences among strain groups. We also evaluated human genome-wide data from 74 individuals from the selected Native communities (including the 23 H. pylori strains donors) to compare host and bacterial backgrounds. There were varying degrees of hspAmerind ancestry in all strains, ranging from 7% in LIM to 99% in SHIM. We identified three H. pylori subpopulations corresponding to each of the Native groups and a novel hspEuropePeru which evolved in the modern mestizos. The divergence of the indigenous H. pylori strains recapitulated the genetic structure of Native Americans. Phylogenetic profiling showed that Orthogroups in the indigenous strains seem to have evolved differentially toward epigenomic regulation and chromosome maintenance, whereas OGs in the modern mestizo (LIM) seem to have evolved toward virulence and adherence. The prevalence of cagA+/vacA s1i1m1 genotype was similar across populations (p = 0.32): 89% in ASHA, 67% in PUNO, 56% in LIM and 40% in SHIM. Both cagA and vacA sequences showed that LIM strains were genetically differentiated (p < 0.001) as compared to indigenous strains. We identified 642 R-M systems with 39% of the associated genes located in the core genome. We found 692 methylation motifs, including 254 population-specific sequences not previously described. In Peru, hspAmerind is not extinct, with traces found even in a heavily admixed mestizo population. Notably, our study identified three new hspAmerind subpopulations, one per Native group; and a new subpopulation among mestizos that we named hspEuropePeru. This subpopulation seems to have more virulence-related elements than hspAmerind. Purifying selection driven by variable host immune response may have shaped the evolution of Peruvian subpopulations, potentially impacting disease outcomes.
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Affiliation(s)
| | - Billie Velapatiño
- Department of Pathology and Laboratory Medicine, Faculty of Medicine, The University of British Columbia, Vancouver, BC, Canada.,Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Victor Borda
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica (LNCC/MCTIC), Petrópolis, Brazil
| | - Charles S Rabkin
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, United States
| | - Eduardo Tarazona-Santos
- Universidad Peruana Cayetano Heredia, Lima, Peru.,Department of Genetics, Ecology and Evolution, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | | | - Jaime Cok
- Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | | | | | - Mehwish Noureen
- National Institute of Genetics, Mishima, Japan.,Department of Genetics, Graduate School of Life Sciences, The Graduate University for Advanced Studies (SOKENDAI), Mishima, Japan
| | - Difei Wang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, United States
| | - Judith Romero-Gallo
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Bao Tran
- Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD, United States
| | - Richard M Peek
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Douglas E Berg
- Department of Molecular Microbiology, Washington University School of Medicine in St. Louis, St. Louis, MO, United States
| | - Robert H Gilman
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - M Constanza Camargo
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, United States
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22
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Mucito-Varela E, Castillo-Rojas G, Calva JJ, López-Vidal Y. Integrative and Conjugative Elements of Helicobacter pylori Are Hypothetical Virulence Factors Associated With Gastric Cancer. Front Cell Infect Microbiol 2020; 10:525335. [PMID: 33194783 PMCID: PMC7604443 DOI: 10.3389/fcimb.2020.525335] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 09/11/2020] [Indexed: 01/08/2023] Open
Abstract
Helicobacter pylori is a bacteria with high genome plasticity that has been associated with diverse gastric pathologies. The genetic diversity of this bacteria has limited the characterization of virulence factors associated with gastric cancer (GC). To identify potentially helpful disease biomarkers, we compared 38 complete genomes and 108 draft genomes of H. pylori isolated worldwide from patients with diverse gastric pathologies and 53 draft genomes of H. pylori isolated from Mexican patients with GC, intestinal metaplasia, gastritis, peptic ulcer, and dyspepsia. H. pylori strains isolated from GC were 3-11 times more likely to harbor any of seven genes encoded within an integrative and conjugative element (ICE) than H. pylori isolated from subjects with other gastric pathologies. We tested the cytopathic effects on AGS cells of selected H. pylori strains with known cytotoxin-associated gene pathogenicity island (cag-PAI) and ICE status (H. pylori strains 29CaP, 29CaCe, 62A9, 7C, 8822, and 26695) and the histopathological damage of H. pylori 29CaP and 62A9 in a mouse model. H. pylori 29CaP, which harbors a complete ICEHptfs3 but lacks cag-PAI, elicited distinctive morphology changes and higher histopathological scores compared with other H. pylori strains carrying cag-PAI and hybrid ICE with incomplete TFSS. The presence of intact segments of ICE regions might be a risk factor to develop GC that needs to be addressed in future studies.
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Affiliation(s)
- Eduardo Mucito-Varela
- Departamento de Microbiología y Parasitología, Programa de Inmunología Molecular Microbiana, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Gonzalo Castillo-Rojas
- Departamento de Microbiología y Parasitología, Programa de Inmunología Molecular Microbiana, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Juan J. Calva
- Department of Infectious Diseases, Instituto Nacional de Ciencias Médicas y Nutrición “Salvador Zubirán” (INCMNSZ), Mexico City, Mexico
| | - Yolanda López-Vidal
- Departamento de Microbiología y Parasitología, Programa de Inmunología Molecular Microbiana, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
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23
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Mwangi C, Njoroge S, Tshibangu-Kabamba E, Moloo Z, Rajula A, Devani S, Matsumoto T, Nyerere K, Kariuki S, Revathi G, Yamaoka Y. Whole Genome Sequencing Reveals Virulence Potentials of Helicobacter pylori Strain KE21 Isolated from a Kenyan Patient with Gastric Signet Ring Cell Carcinoma. Toxins (Basel) 2020; 12:E556. [PMID: 32872465 PMCID: PMC7551074 DOI: 10.3390/toxins12090556] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 08/26/2020] [Accepted: 08/27/2020] [Indexed: 12/24/2022] Open
Abstract
Helicobacter pylori (H.pylori) infection is etiologically associated with severe diseases including gastric cancer; but its pathogenicity is deeply shaped by the exceptional genomic diversification and geographic variation of the species. The clinical relevance of strains colonizing Africa is still debated. This study aimed to explore genomic features and virulence potentials of H. pylori KE21, a typical African strain isolated from a native Kenyan patient diagnosed with a gastric cancer. A high-quality circular genome assembly of 1,648,327 bp (1590 genes) obtained as a hybrid of Illumina Miseq short reads and Oxford Nanopore MinION long reads, clustered within hpAfrica1 population. This genome revealed a virulome and a mobilome encoding more than hundred features potentiating a successful colonization, persistent infection, and enhanced disease pathogenesis. Furthermore, through an experimental infection of gastric epithelial cell lines, strain KE21 showed the ability to promote interleukin-8 production and to induce cellular alterations resulting from the injection of a functional CagA oncogene protein into the cells. This study shows that strain KE21 is potentially virulent and can trigger oncogenic pathways in gastric epithelial cells. Expended genomic and clinical explorations are required to evaluate the epidemiological importance of H. pylori infection and its putative complications in the study population.
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Affiliation(s)
- Catherine Mwangi
- Department of Medical Microbiology, Jomo Kenyatta University of Agriculture and Technology, Nairobi P.O. Box 62000-00200, Kenya; (C.M.); (S.N.); (K.N.)
- Department of Medical Microbiology and Parasitology, Kenyatta University, Nairobi P.O. Box 43844-00100, Kenya
| | - Stephen Njoroge
- Department of Medical Microbiology, Jomo Kenyatta University of Agriculture and Technology, Nairobi P.O. Box 62000-00200, Kenya; (C.M.); (S.N.); (K.N.)
- Department of Medical Microbiology, Technical University of Kenya, Nairobi P.O. Box 52428, Kenya
| | - Evariste Tshibangu-Kabamba
- Department of Environmental and Preventive Medicine, Faculty of Medicine, Oita University, Oita 879-5593, Japan; (E.T.-K.); (T.M.)
| | - Zahir Moloo
- Department of Pathology and Laboratory Medicine, Aga Khan Hospital University, Nairobi P.O. Box 37002-00100, Kenya; (Z.M.); (G.R.)
| | - Allan Rajula
- Gastroenterology section, Aga Khan Hospital University, Nairobi P.O. Box 37002-00100, Kenya; (A.R.); (S.D.)
| | - Smita Devani
- Gastroenterology section, Aga Khan Hospital University, Nairobi P.O. Box 37002-00100, Kenya; (A.R.); (S.D.)
| | - Takashi Matsumoto
- Department of Environmental and Preventive Medicine, Faculty of Medicine, Oita University, Oita 879-5593, Japan; (E.T.-K.); (T.M.)
| | - Kimang’a Nyerere
- Department of Medical Microbiology, Jomo Kenyatta University of Agriculture and Technology, Nairobi P.O. Box 62000-00200, Kenya; (C.M.); (S.N.); (K.N.)
| | - Samuel Kariuki
- Kenya Medical Research Institute, Nairobi P.O. Box 20778-00202, Kenya;
| | - Gunturu Revathi
- Department of Pathology and Laboratory Medicine, Aga Khan Hospital University, Nairobi P.O. Box 37002-00100, Kenya; (Z.M.); (G.R.)
| | - Yoshio Yamaoka
- Department of Environmental and Preventive Medicine, Faculty of Medicine, Oita University, Oita 879-5593, Japan; (E.T.-K.); (T.M.)
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24
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Cryptic speciation of a pelagic Roseobacter population varying at a few thousand nucleotide sites. ISME JOURNAL 2020; 14:3106-3119. [PMID: 32814868 DOI: 10.1038/s41396-020-00743-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 07/28/2020] [Accepted: 08/07/2020] [Indexed: 01/14/2023]
Abstract
A drop of seawater contains numerous microspatial niches at the scale relevant to microbial activities. Examples are abiotic niches such as detrital particles that show different sizes and organic contents, and biotic niches resulting from bacteria-phage and bacteria-phytoplankton interactions. A common practice to investigate the impact of microenvironments on bacterial evolution is to separate the microenvironments physically and compare the bacterial inhabitants from each. It remains poorly understood, however, which microenvironment primarily drives bacterioplankton evolution in the pelagic ocean. By applying a dilution cultivation approach to an undisturbed coastal water sample, we isolate a bacterial population affiliated with the globally dominant Roseobacter group. Although varying at just a few thousand nucleotide sites across the whole genomes, members of this clonal population are diverging into two genetically separated subspecies. Genes underlying speciation are not unique to subspecies but instead clustered at the shared regions that represent ~6% of the genomic DNA. They are primarily involved in vitamin synthesis, motility, oxidative defense, carbohydrate, and amino acid utilization, consistent with the known strategies that roseobacters take to interact with phytoplankton and particles. Physiological assays corroborate that one subspecies outcompetes the other in these traits. Our results indicate that the microenvironments in the pelagic ocean represented by phytoplankton and organic particles are likely important niches that drive the cryptic speciation of the Roseobacter population, though microhabitats contributed by other less abundant pelagic hosts cannot be ruled out.
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25
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Isaeva GS. Pangenomic studies of Helicobacter pylori: a key to understanding pathogenesis and human history. MINERVA BIOTECNOL 2019. [DOI: 10.23736/s1120-4826.19.02564-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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26
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Yahara K, Lehours P, Vale FF. Analysis of genetic recombination and the pan-genome of a highly recombinogenic bacteriophage species. Microb Genom 2019; 5. [PMID: 31310202 PMCID: PMC6755498 DOI: 10.1099/mgen.0.000282] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Bacteriophages are the most prevalent biological entities impacting on the ecosystem and are characterized by their extensive diversity. However, there are two aspects of phages that have remained largely unexplored: genetic flux by recombination between phage populations and characterization of specific phages in terms of the pan-genome. Here, we examined the recombination and pan-genome in Helicobacter pylori prophages at both the genome and gene level. In the genome-level analysis, we applied, for the first time, chromosome painting and fineSTRUCTURE algorithms to a phage species, and showed novel trends in inter-population genetic flux. Notably, hpEastAsia is a phage population that imported a higher proportion of DNA fragments from other phages, whereas the hpSWEurope phages showed weaker signatures of inter-population recombination, suggesting genetic isolation. The gene-level analysis showed that, after parameter tuning of the prokaryote pan-genome analysis program, H. pylori phages have a pan-genome consisting of 75 genes and a soft-core genome of 10 genes, which includes genes involved in the lytic and lysogenic life cycles. Quantitative analysis of recombination events of the soft-core genes showed no substantial variation in the intensity of recombination across the genes, but rather equally frequent recombination among housekeeping genes that were previously reported to be less prone to recombination. The signature of frequent recombination appears to reflect the host–phage evolutionary arms race, either by contributing to escape from bacterial immunity or by protecting the host by producing defective phages.
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Affiliation(s)
- Koji Yahara
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, 4-2-1 Aobacho, Higashimurayama, Tokyo 189-0002, Japan
| | - Philippe Lehours
- French National Reference Center for Campylobacters and Helicobacters, Bordeaux, France.,University of Bordeaux, INSERM, UMR1053 Bordeaux Research in Translational Oncology, BaRITOn, 33076 Bordeaux, France
| | - Filipa F Vale
- Host-Pathogen Interactions Unit, Research Institute for Medicines (iMed-ULisboa), Faculdade de Farmácia da Universidade de Lisboa, Lisboa, Portugal
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27
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Sugiyama N, Miyake S, Lin MH, Wakabayashi M, Marusawa H, Nishiumi S, Yoshida M, Ishihama Y. Comparative proteomics of Helicobacter pylori strains reveals geographical features rather than genomic variations. Genes Cells 2019; 24:139-150. [PMID: 30548729 DOI: 10.1111/gtc.12662] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 12/01/2018] [Indexed: 01/05/2023]
Abstract
Helicobacter pylori, a pathogen of various gastric diseases, has many genome sequence variants. Thus, the pathogenesis and infection mechanisms of the H. pylori-driven gastric diseases have not been elucidated. Here, we carried out a large-scale proteome analysis to profile the heterogeneity of the proteome expression of 7 H. pylori strains by using an LC/MS/MS-based proteomics approach combined with a customized database consisting of nonredundant tryptic peptide sequences derived from full genome sequences of 52 H. pylori strains. The nonredundant peptide database enabled us to identify more peptides in the database search of MS/MS data compared with a simply merged protein database. Using this approach, we carried out proteome analysis of genome-unknown strains of H. pylori at as large a scale as genome-known ones. Clustering of the H. pylori strains using proteome profiling slightly differed from the genome profiling and more clearly divided the strains into two groups based on the isolated area. Furthermore, we identified phosphorylated proteins and sites of the H. pylori strains and obtained the phosphorylation motifs located in the N-terminus that are commonly observed in bacteria.
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Affiliation(s)
- Naoyuki Sugiyama
- Graduate School of Pharmaceutical Sciences, Kyoto University, Kyoto, Japan
| | - Satomi Miyake
- Graduate School of Pharmaceutical Sciences, Kyoto University, Kyoto, Japan
| | - Miao-Hsia Lin
- Graduate School of Pharmaceutical Sciences, Kyoto University, Kyoto, Japan
| | - Masaki Wakabayashi
- Graduate School of Pharmaceutical Sciences, Kyoto University, Kyoto, Japan
| | - Hiroyuki Marusawa
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Shin Nishiumi
- Division of Gastroenterology, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Masaru Yoshida
- Division of Gastroenterology, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Japan.,Division of Metabolomics Research, Department of Internal Related, Kobe University Graduate School of Medicine, Kobe, Japan.,AMED-CREST, AMED, Kobe, Japan
| | - Yasushi Ishihama
- Graduate School of Pharmaceutical Sciences, Kyoto University, Kyoto, Japan
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28
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García-Zea JA, de la Herrán R, Robles Rodríguez F, Navajas-Pérez R, Ruiz Rejón C. Detection and variability analyses of CRISPR-like loci in the H. pylori genome. PeerJ 2019; 7:e6221. [PMID: 30648020 PMCID: PMC6330956 DOI: 10.7717/peerj.6221] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 12/05/2018] [Indexed: 12/16/2022] Open
Abstract
Helicobacter pylori is a human pathogenic bacterium with a high genomic plasticity. Although the functional CRISPR-Cas system has not been found in its genome, CRISPR-like loci have been recently identified. In this work, 53 genomes from different geographical areas are analyzed for the search and analysis of variability of this type of structure. We confirm the presence of a locus that was previously described in the VlpC gene in al lgenomes, and we characterize new CRISPR-like loci in other genomic locations. By studying the variability and gene location of these loci, the evolution and the possible roles of these sequences are discussed. Additionally, the usefulness of this type of sequences as a phylogenetic marker has been demonstrated, associating the different strains by geographical area.
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Affiliation(s)
| | - Roberto de la Herrán
- Departamento de Genética, Facultad de Ciencias, Universidad de Granada, Granada, Spain
| | | | - Rafael Navajas-Pérez
- Departamento de Genética, Facultad de Ciencias, Universidad de Granada, Granada, Spain
| | - Carmelo Ruiz Rejón
- Departamento de Genética, Facultad de Ciencias, Universidad de Granada, Granada, Spain
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29
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The Story of Helicobacter pylori: Depicting Human Migrations from the Phylogeography. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1149:1-16. [PMID: 31016625 DOI: 10.1007/5584_2019_356] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Helicobacter pylori is a spiral-shaped Gram-negative bacterium, which has infected more than half of the human population. Besides its colonisation capability, the genetic diversity of H. pylori is exceptionally well structured and belongs to several distinct genetic populations, depicting various prehistorical human migration events. The evolutionary relationship of H. pylori with its host had been started at least ~100,000 years ago. In addition, the discovery of the ancient H. pylori genome from a European Copper Age glacier mummy, "The Iceman", gave the idea that the second out of Africa migration resulted in the recombinant population of hpEurope at least about 5300 years ago. The advancement of next-generation genome sequencing discovered the prophage of H. pylori and could discriminate the big population of hpEurope into two different subpopulations. In addition, the implementation of the chromopainter/fineSTRUCTURE algorithm to the whole genome analysis of H. pylori provides a finer resolution population genetics of H. pylori; therefore it could also depict the recent migrations within the past 500 years after colonial expansion. This discovery shows that the genetic recombination of H. pylori strains is far more dynamic compared to its human host, but still maintains the similarity to its host, suggesting that H. pylori is a handy tool to reconstruct the human migration both in the past and the recent.
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30
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Waskito LA, Yih-Wu J, Yamaoka Y. The role of integrating conjugative elements in Helicobacter pylori: a review. J Biomed Sci 2018; 25:86. [PMID: 30497458 PMCID: PMC6264033 DOI: 10.1186/s12929-018-0489-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 11/16/2018] [Indexed: 12/15/2022] Open
Abstract
The genome of Helicobacter pylori contains many putative genes, including a genetic region known as the Integrating Conjugative Elements of H. pylori type four secretion system (ICEHptfs). This genetic regions were originally termed as "plasticity zones/regions" due to the great genetic diversity between the original two H. pylori whole genome sequences. Upon analysis of additional genome sequences, the regions were reported to be extremely common within the genome of H. pylori. Moreover, these regions were also considered conserved rather than genetically plastic and were believed to act as mobile genetic elements transferred via conjugation. Although ICEHptfs(s) are highly conserved, these regions display great allele diversity, especially on ICEHptfs4, with three different subtypes: ICEHptfs4a, 4b, and 4c. ICEHptfs were also reported to contain a novel type 4 secretion system (T4SS) with both epidemiological and in vitro infection model studies highlighting that this novel T4SS functions primarily as a virulence factor. However, there is currently no information regarding the structure, the genes responsible for forming the T4SS, and the interaction between this T4SS and other virulence genes. Unlike the cag pathogenicity island (PAI), which contains CagA, a gene found to be essential for H. pylori virulence, these novel T4SSs have not yet been reported to contain genes that contribute significant effects to the entire system. This notion prompted the hypothesis that these novel T4SSs may have different mechanisms involving cag PAI.
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Affiliation(s)
- Langgeng Agung Waskito
- Department of Environmental and Preventive Medicine, Oita University, Faculty of Medicine, Yufu City, Oita, Japan.,Institute of Tropical Disease, Universitas Airlangga, Surabaya, Indonesia
| | - Jeng Yih-Wu
- Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yoshio Yamaoka
- Department of Environmental and Preventive Medicine, Oita University, Faculty of Medicine, Yufu City, Oita, Japan. .,Department of Medicine, Gastroenterology Section, Baylor College of Medicine, Houston, TX, USA. .,Global Oita Medical Advanced Research Center for Health, Yufu City, Oita, Japan.
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31
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Evaluating the origin and virulence of a Helicobacter pylori cagA-positive strain isolated from a non-human primate. Sci Rep 2018; 8:15981. [PMID: 30374120 PMCID: PMC6206097 DOI: 10.1038/s41598-018-34425-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 10/16/2018] [Indexed: 12/14/2022] Open
Abstract
Helicobacter pylori cagA-positive strains are critically involved in the development of gastric cancer. Upon delivery into gastric epithelial cells via type IV secretion, the cagA-encoded CagA interacts with and thereby perturbs the pro-oncogenic phosphatase SHP2 and the polarity-regulating kinase PAR1b via the tyrosine-phosphorylated EPIYA-C/D segment and the CM sequence, respectively. Importantly, sequences spanning these binding regions exhibit variations among CagA proteins, which influence the pathobiological/oncogenic potential of individual CagA. Here we isolated an H. pylori strain (Hp_TH2099) naturally infecting the stomach of a housed macaque, indicating a zoonotic feature of H. pylori infection. Whole genome sequence analysis revealed that Hp_TH2099 belongs to the hpAsia2 cluster and possesses ABC-type Western CagA, which contains hitherto unreported variations in both EPIYA-C and CM sequences. The CM variations almost totally abolished PAR1b binding. Whereas pTyr + 5 variation in the EPIYA-C segment potentiated SHP2-binding affinity, pTyr-2 variation dampened CagA tyrosine phosphorylation and thus impeded CagA-SHP2 complex formation. As opposed to the H. pylori standard strain, infection of mouse ES cell-derived gastric organoids with Hp_TH2099 failed to elicit CagA-dependent epithelial destruction. Thus, the macaque-isolated H. pylori showed low virulence due to attenuated CagA activity through multiple substitutions in the sequences involved in binding with SHP2 and PAR1b.
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32
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Smet A, Yahara K, Rossi M, Tay A, Backert S, Armin E, Fox JG, Flahou B, Ducatelle R, Haesebrouck F, Corander J. Macroevolution of gastric Helicobacter species unveils interspecies admixture and time of divergence. THE ISME JOURNAL 2018; 12:2518-2531. [PMID: 29942073 PMCID: PMC6154992 DOI: 10.1038/s41396-018-0199-5] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Revised: 01/29/2018] [Accepted: 03/20/2018] [Indexed: 12/17/2022]
Abstract
Since the discovery of the human pathogen Helicobacter pylori, various other Helicobacter species have been identified in the stomach of domesticated and wild mammals. To better understand the evolutionary history of these ecologically similar but genetically distinct species, we analyzed 108 gastric Helicobacter genomes and included 54 enterohepatic Helicobacter genomes for comparison purposes. An admixture analysis supported the presence of an ecological barrier, preventing the genetic exchange between the gastric and enterohepatic Helicobacter species, and unraveled many gene flow events within and across species residing in the stomach. As pets can be colonized by multiple gastric Helicobacter species, the genetic exchange between the canine and feline strains was evident, with H. heilmannii and H. bizzozeronii showing the highest interspecies recombination. An admixture between H. pylori (in particular, the ancestral African strains), H. acinonychis from wild felines and H. cetorum from marine mammals was also identified. Because these latter species do not share the same host, this phenomenon is most likely a remaining signal of shared ancestry. A reconstruction of the time of divergence of the gastric Helicobacter spp. revealed that the domestic animal-related Helicobacter species evolved in parallel with H. pylori and its two closest relatives (H. acinonychis and H. cetorum), rather than together.
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Affiliation(s)
- Annemieke Smet
- Laboratory Experimental Medicine and Pediatrics, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.
- Department of Pathology, Bacteriology and Avian Diseases, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium.
| | - Koji Yahara
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan.
| | - Mirko Rossi
- Department of Food Hygiene and Environmental Health, Faculty of Veterinary Medicine, University of Helsinki, Helsinki, Finland.
| | - Alfred Tay
- The Marshall Centre for Infectious Diseases Research and Training, School of Pathology and Laboratory Medicine, University of Western Australia, Nedlands, Perth, WA, Australia
| | - Steffen Backert
- Department Biology, Division Microbiology, University Erlangen Nuremberg, Erlangen, Germany
| | - Ensser Armin
- Institute of clinical and Molecular Virology, Universitätsklinikum Erlangen, Erlangen, Germany
| | - James G Fox
- Division of Comparative Medicine, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Bram Flahou
- Department of Pathology, Bacteriology and Avian Diseases, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium
| | - Richard Ducatelle
- Department of Pathology, Bacteriology and Avian Diseases, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium
| | - Freddy Haesebrouck
- Department of Pathology, Bacteriology and Avian Diseases, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium
| | - Jukka Corander
- Department of Biostatistics, University of Oslo, Oslo, Norway
- Department of Mathematics and Statistics, University of Helsinki, Helsinki, Finland
- Welcome Trust Sanger Institute, Cambridge, UK
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33
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Berthenet E, Yahara K, Thorell K, Pascoe B, Meric G, Mikhail JM, Engstrand L, Enroth H, Burette A, Megraud F, Varon C, Atherton JC, Smith S, Wilkinson TS, Hitchings MD, Falush D, Sheppard SK. A GWAS on Helicobacter pylori strains points to genetic variants associated with gastric cancer risk. BMC Biol 2018; 16:84. [PMID: 30071832 PMCID: PMC6090961 DOI: 10.1186/s12915-018-0550-3] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Accepted: 07/19/2018] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Helicobacter pylori are stomach-dwelling bacteria that are present in about 50% of the global population. Infection is asymptomatic in most cases, but it has been associated with gastritis, gastric ulcers and gastric cancer. Epidemiological evidence shows that progression to cancer depends upon the host and pathogen factors, but questions remain about why cancer phenotypes develop in a minority of infected people. Here, we use comparative genomics approaches to understand how genetic variation amongst bacterial strains influences disease progression. RESULTS We performed a genome-wide association study (GWAS) on 173 H. pylori isolates from the European population (hpEurope) with known disease aetiology, including 49 from individuals with gastric cancer. We identified SNPs and genes that differed in frequency between isolates from patients with gastric cancer and those with gastritis. The gastric cancer phenotype was associated with the presence of babA and genes in the cag pathogenicity island, one of the major virulence determinants of H. pylori, as well as non-synonymous variations in several less well-studied genes. We devised a simple risk score based on the risk level of associated elements present, which has the potential to identify strains that are likely to cause cancer but will require refinement and validation. CONCLUSION There are a number of challenges to applying GWAS to bacterial infections, including the difficulty of obtaining matched controls, multiple strain colonization and the possibility that causative strains may not be present when disease is detected. Our results demonstrate that bacterial factors have a sufficiently strong influence on disease progression that even a small-scale GWAS can identify them. Therefore, H. pylori GWAS can elucidate mechanistic pathways to disease and guide clinical treatment options, including for asymptomatic carriers.
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Affiliation(s)
- Elvire Berthenet
- Microbiology and Infectious Disease Group, Swansea University Medical School, Swansea University, Swansea, UK
| | - Koji Yahara
- Antimicrobial Resistance Research Centre, National Institute of Infectious Diseases, Toyama, Japan
| | - Kaisa Thorell
- Department of Microbiology, Tumour and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Ben Pascoe
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath, UK
| | - Guillaume Meric
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath, UK
| | - Jane M Mikhail
- Microbiology and Infectious Disease Group, Swansea University Medical School, Swansea University, Swansea, UK
- School of Biosciences, College of Biomedical and Life Sciences, Cardiff University, Cardiff, CF10 3AX, UK
| | - Lars Engstrand
- Department of Microbiology, Tumour and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Helena Enroth
- Systems Biology Research Group, School of Biosciences, University of Skövde, Skövde, Sweden
| | - Alain Burette
- Department of Gastroenterology, Centre Hospitalier Interrégional Edith Cavell/Site de la Basilique, Brussels, USA
| | - Francis Megraud
- Laboratoire de Bactériologie, Centre National de Référence des Campylobacters et des Hélicobacters, Place Amélie Raba Léon, 33076, Bordeaux, France
- INSERM, University Bordeaux, UMR1053 Bordeaux Research In Translational Oncology, BaRITOn, 33000, Bordeaux, France
| | - Christine Varon
- INSERM, University Bordeaux, UMR1053 Bordeaux Research In Translational Oncology, BaRITOn, 33000, Bordeaux, France
| | - John C Atherton
- Nottingham Digestive Diseases Centre and National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK
| | - Sinead Smith
- Department of Clinical Medicine, School of Medicine, Trinity College Dublin, Dublin 2, Ireland
| | - Thomas S Wilkinson
- Microbiology and Infectious Disease Group, Swansea University Medical School, Swansea University, Swansea, UK
| | - Matthew D Hitchings
- Microbiology and Infectious Disease Group, Swansea University Medical School, Swansea University, Swansea, UK
| | - Daniel Falush
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath, UK.
| | - Samuel K Sheppard
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath, UK.
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Vale FF, Lehours P. Relating Phage Genomes to Helicobacter pylori Population Structure: General Steps Using Whole-Genome Sequencing Data. Int J Mol Sci 2018; 19:ijms19071831. [PMID: 29933614 PMCID: PMC6073503 DOI: 10.3390/ijms19071831] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Revised: 05/30/2018] [Accepted: 06/15/2018] [Indexed: 12/19/2022] Open
Abstract
The review uses the Helicobacter pylori, the gastric bacterium that colonizes the human stomach, to address how to obtain information from bacterial genomes about prophage biology. In a time of continuous growing number of genomes available, this review provides tools to explore genomes for prophage presence, or other mobile genetic elements and virulence factors. The review starts by covering the genetic diversity of H. pylori and then moves to the biologic basis and the bioinformatics approaches used for studding the H. pylori phage biology from their genomes and how this is related with the bacterial population structure. Aspects concerning H. pylori prophage biology, evolution and phylogeography are discussed.
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Affiliation(s)
- Filipa F Vale
- Host-Pathogen Interactions Unit, Research Institute for Medicines (iMed-ULisboa), Faculdade de Farmácia, Universidade de Lisboa, 1649-003 Lisboa, Portugal.
| | - Philippe Lehours
- Laboratoire de Bacteriologie, Centre National de Référence des Campylobacters et Hélicobacters, Place Amélie Raba Léon, 33076 Bordeaux, France.
- INSERM U1053-UMR Bordeaux Research in Translational Oncology, BaRITOn, 33000 Bordeaux, France.
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35
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Kabamba ET, Tuan VP, Yamaoka Y. Genetic populations and virulence factors of Helicobacter pylori. INFECTION GENETICS AND EVOLUTION 2018; 60:109-116. [PMID: 29471116 DOI: 10.1016/j.meegid.2018.02.022] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 02/15/2018] [Accepted: 02/16/2018] [Indexed: 12/16/2022]
Abstract
Helicobacter pylori is a bacterium that has infected more than half of the human population worldwide. This bacterium is closely associated with serious human diseases, such as gastric cancer, and identifying and understanding factors that predict bacterial virulence is a priority. In addition, this pathogen shows high genetic diversity and co-evolution with human hosts. H. pylori population genetics, therefore, has emerged as a tool to track human demographic history. As the number of genome sequences available is increasing, studies on the evolution and virulence of H. pylori are gaining momentum. This review article summarizes the most recent findings on H. pylori virulence factors and population genetics.
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Affiliation(s)
- Evariste Tshibangu Kabamba
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, 1-1 Idaigaoka, Hasama-machi, Yufu-City, Oita 879-5593, Japan; Department of Internal Medicine, University of Mbujimayi Faculty of Medicine, Mbujimayi, The Democratic Republic of Congo
| | - Vo Phuoc Tuan
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, 1-1 Idaigaoka, Hasama-machi, Yufu-City, Oita 879-5593, Japan; Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh, Viet Nam
| | - Yoshio Yamaoka
- Department of Environmental and Preventive Medicine, Oita University Faculty of Medicine, 1-1 Idaigaoka, Hasama-machi, Yufu-City, Oita 879-5593, Japan; Department of Medicine-Gastroenterology, Baylor College of Medicine and Michael E. Debakey Veterans Affairs Medical Center, 2002 Holcombe Blvd., Houston, TX 77030, USA.
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36
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Delahay RM, Croxall NJ, Stephens AD. Phylogeographic diversity and mosaicism of the Helicobacter pylori tfs integrative and conjugative elements. Mob DNA 2018; 9:5. [PMID: 29416569 PMCID: PMC5785829 DOI: 10.1186/s13100-018-0109-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Accepted: 01/15/2018] [Indexed: 12/12/2022] Open
Abstract
Background The genome of the gastric pathogen Helicobacter pylori is characterised by considerable variation of both gene sequence and content, much of which is contained within three large genomic islands comprising the cag pathogenicity island (cagPAI) and two mobile integrative and conjugative elements (ICEs) termed tfs3 and tfs4. All three islands are implicated as virulence factors, although whereas the cagPAI is well characterised, understanding of how the tfs elements influence H. pylori interactions with different human hosts is significantly confounded by limited definition of their distribution, diversity and structural representation in the global H. pylori population. Results To gain a global perspective of tfs ICE population dynamics we established a bioinformatics workflow to extract and precisely define the full tfs pan-gene content contained within a global collection of 221 draft and complete H. pylori genome sequences. Complete (ca. 35-55kbp) and remnant tfs ICE clusters were reconstructed from a dataset comprising > 12,000 genes, from which orthologous gene complements and distinct alleles descriptive of different tfs ICE types were defined and classified in comparative analyses. The genetic variation within defined ICE modular segments was subsequently used to provide a complete description of tfs ICE diversity and a comprehensive assessment of their phylogeographic context. Our further examination of the apparent ICE modular types identified an ancient and complex history of ICE residence, mobility and interaction within particular H. pylori phylogeographic lineages and further, provided evidence of both contemporary inter-lineage and inter-species ICE transfer and displacement. Conclusions Our collective results establish a clear view of tfs ICE diversity and phylogeographic representation in the global H. pylori population, and provide a robust contextual framework for elucidating the functional role of the tfs ICEs particularly as it relates to the risk of gastric disease associated with different tfs ICE genotypes. Electronic supplementary material The online version of this article (10.1186/s13100-018-0109-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Robin M Delahay
- 1Nottingham Digestive Diseases Centre and National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK
| | - Nicola J Croxall
- 1Nottingham Digestive Diseases Centre and National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK
| | - Amberley D Stephens
- 1Nottingham Digestive Diseases Centre and National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK.,2Present Address: Chemical Engineering and Biotechnology, University of Cambridge, Philippa Fawcette Drive, West Cambridge, Cambridge, CB3 0AS UK
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Bullock KK, Shaffer CL, Brooks AW, Secka O, Forsyth MH, McClain MS, Cover TL. Genetic signatures for Helicobacter pylori strains of West African origin. PLoS One 2017; 12:e0188804. [PMID: 29186206 PMCID: PMC5706691 DOI: 10.1371/journal.pone.0188804] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2017] [Accepted: 11/13/2017] [Indexed: 01/22/2023] Open
Abstract
Helicobacter pylori is a genetically diverse bacterial species that colonizes the stomach in about half of the human population. Most persons colonized by H. pylori remain asymptomatic, but the presence of this organism is a risk factor for gastric cancer. Multiple populations and subpopulations of H. pylori with distinct geographic distributions are recognized. Genetic differences among these populations might be a factor underlying geographic variation in gastric cancer incidence. Relatively little is known about the genomic features of African H. pylori strains compared to other populations of strains. In this study, we first analyzed the genomes of H. pylori strains from seven globally distributed populations or subpopulations and identified encoded proteins that exhibited the highest levels of sequence divergence. These included secreted proteins, an LPS glycosyltransferase, fucosyltransferases, proteins involved in molybdopterin biosynthesis, and Clp protease adaptor (ClpS). Among proteins encoded by the cag pathogenicity island, CagA and CagQ exhibited the highest levels of sequence diversity. We then identified proteins in strains of Western African origin (classified as hspWAfrica by MLST analysis) with sequences that were highly divergent compared to those in other populations of strains. These included ATP-dependent Clp protease, ClpS, and proteins of unknown function. Three of the divergent proteins sequences identified in West African strains were characterized by distinct insertions or deletions up to 8 amino acids in length. These polymorphisms in rapidly evolving proteins represent robust genetic signatures for H. pylori strains of West African origin.
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Affiliation(s)
- Kennady K. Bullock
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - Carrie L. Shaffer
- Department of Veterinary Science, University of Kentucky, Lexington, Kentucky, United States of America
| | - Andrew W. Brooks
- Vanderbilt Genetics Institute, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - Ousman Secka
- Medical Research Council Unit The Gambia, Banjul, The Gambia
| | - Mark H. Forsyth
- Department of Biology, The College of William and Mary, Williamsburg, Virginia, United States of America
| | - Mark S. McClain
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - Timothy L. Cover
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
- Department of Pathology, Microbiology and Immunology, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
- Veterans Affairs Tennessee Valley Healthcare System, Nashville, Tennessee, United States of America
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38
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Oleastro M, Rocha R, Vale FF. Population genetic structure of Helicobacter pylori strains from Portuguese-speaking countries. Helicobacter 2017; 22. [PMID: 28271597 DOI: 10.1111/hel.12382] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND The human gastric colonizer Helicobacter pylori is useful to track human migrations given the agreement between the bacterium phylogeographic distribution and human migrations. As Portugal was an African and Brazilian colonizer for over 400 years, we hypothesized that Portuguese isolates were likely genetically closer with those from countries colonized by Portuguese in the past. We aimed to characterize the population structure of several Portuguese-speaking countries, including Portugal, Brazil, Angola, and Cape Verde. MATERIALS AND METHODS We included strains isolated in Portugal from Portuguese and from former Portuguese colonies. These strains were typed by multilocus sequence typing (MLST) for seven housekeeping genes. We also retrieved from Multi Locus Sequence Typing Web site additional housekeeping gene sequences, namely from Angola and Brazil. RESULTS We provided evidence that strains from Portuguese belong to hpEurope and that the introgression of hpEurope in non-European countries that speak Portuguese is low, except for Brazil and Cape Verde, where hpEurope accounted for one quarter and one half of the population, respectively. We found genetic similarity for all strains from Portuguese-speaking countries that belong to hpEurope population. Moreover, these strains showed a predominance of ancestral Europe 2 (AE2) over ancestral Europe 1 (AE1), followed by ancestral Africa 1. CONCLUSIONS H. pylori is a useful marker even for relative recent human migration events and may become rapidly differentiated from founder populations. H. pylori from Portuguese-speaking countries assigned to hpEurope appears to be a hybrid population resulting from the admixture of AE1, AE2 and ancestral hpAfrica1.
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Affiliation(s)
- Mónica Oleastro
- Department of Infectious Diseases, National Institute of Health Dr Ricardo Jorge, Lisbon, Portugal
| | - Raquel Rocha
- Department of Infectious Diseases, National Institute of Health Dr Ricardo Jorge, Lisbon, Portugal
| | - Filipa F Vale
- Host-Pathogen Interactions Unit, Research Institute for Medicines (iMed-ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisbon, Portugal
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39
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Tracing Genetic Exchange and Biogeography of Cryptococcus neoformans var. grubii at the Global Population Level. Genetics 2017; 207:327-346. [PMID: 28679543 PMCID: PMC5586382 DOI: 10.1534/genetics.117.203836] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Accepted: 06/28/2017] [Indexed: 11/18/2022] Open
Abstract
Cryptococcus neoformans var. grubii is the causative agent of cryptococcal meningitis, a significant source of mortality in immunocompromised individuals, typically human immunodeficiency virus/AIDS patients from developing countries. Despite the worldwide emergence of this ubiquitous infection, little is known about the global molecular epidemiology of this fungal pathogen. Here we sequence the genomes of 188 diverse isolates and characterize the major subdivisions, their relative diversity, and the level of genetic exchange between them. While most isolates of C. neoformans var. grubii belong to one of three major lineages (VNI, VNII, and VNB), some haploid isolates show hybrid ancestry including some that appear to have recently interbred, based on the detection of large blocks of each ancestry across each chromosome. Many isolates display evidence of aneuploidy, which was detected for all chromosomes. In diploid isolates of C. neoformans var. grubii (serotype AA) and of hybrids with C. neoformans var. neoformans (serotype AD) such aneuploidies have resulted in loss of heterozygosity, where a chromosomal region is represented by the genotype of only one parental isolate. Phylogenetic and population genomic analyses of isolates from Brazil reveal that the previously "African" VNB lineage occurs naturally in the South American environment. This suggests migration of the VNB lineage between Africa and South America prior to its diversification, supported by finding ancestral recombination events between isolates from different lineages and regions. The results provide evidence of substantial population structure, with all lineages showing multi-continental distributions; demonstrating the highly dispersive nature of this pathogen.
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40
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Zhang J, Khan A, Kennard A, Grigg ME, Parkinson J. PopNet: A Markov Clustering Approach to Study Population Genetic Structure. Mol Biol Evol 2017; 34:1799-1811. [PMID: 28383661 PMCID: PMC5850731 DOI: 10.1093/molbev/msx110] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
With the advent of low cost, high-throughput genome sequencing technology, population genomic data sets are being generated for hundreds of species of pathogenic, industrial, and agricultural importance. The challenge is how best to analyze and visually display these complex data sets to yield intuitive representations capable of capturing complex evolutionary relationships. Here we present PopNet, a novel computational method that identifies regions of shared ancestry in the chromosomes of related strains through clustering patterns of genetic variation. These relationships are subsequently visualized within a network by a novel implementation of chromosome painting. We apply PopNet to three diverse populations that feature differential rates of recombination and demonstrate its ability to capture evolutionary relationships as well as associate traits to specific loci. Compared with existing tools, PopNet provides substantial advances by both removing the need to predefine a single reference genome that can bias interpretation of population structure, as well as its ability to visualize multiple evolutionary relationships, such as recombination events and shared ancestry, across hundreds of strains.
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Affiliation(s)
- Javi Zhang
- Department of Biochemistry, University of Toronto, Toronto, ON, Canada
- Program in Molecular Medicine, Hospital for Sick Children, Toronto, ON, Canada
| | - Asis Khan
- Molecular Parasitology Section, Laboratory of Parasitic Diseases, NIAID, National Institutes of Health, Bethesda, MD
| | - Andrea Kennard
- Molecular Parasitology Section, Laboratory of Parasitic Diseases, NIAID, National Institutes of Health, Bethesda, MD
| | - Michael E. Grigg
- Molecular Parasitology Section, Laboratory of Parasitic Diseases, NIAID, National Institutes of Health, Bethesda, MD
| | - John Parkinson
- Department of Biochemistry, University of Toronto, Toronto, ON, Canada
- Program in Molecular Medicine, Hospital for Sick Children, Toronto, ON, Canada
- Departments of Computer Science and Molecular Genetics, University of Toronto, Toronto, ON, Canada
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41
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Pascoe B, Méric G, Yahara K, Wimalarathna H, Murray S, Hitchings MD, Sproston EL, Carrillo CD, Taboada EN, Cooper KK, Huynh S, Cody AJ, Jolley KA, Maiden MCJ, McCarthy ND, Didelot X, Parker CT, Sheppard SK. Local genes for local bacteria: Evidence of allopatry in the genomes of transatlantic Campylobacter populations. Mol Ecol 2017; 26:4497-4508. [PMID: 28493321 PMCID: PMC5600125 DOI: 10.1111/mec.14176] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Revised: 04/25/2017] [Accepted: 05/01/2017] [Indexed: 12/14/2022]
Abstract
The genetic structure of bacterial populations can be related to geographical locations of isolation. In some species, there is a strong correlation between geographical distance and genetic distance, which can be caused by different evolutionary mechanisms. Patterns of ancient admixture in Helicobacter pylori can be reconstructed in concordance with past human migration, whereas in Mycobacterium tuberculosis it is the lack of recombination that causes allopatric clusters. In Campylobacter, analyses of genomic data and molecular typing have been successful in determining the reservoir host species, but not geographical origin. We investigated biogeographical variation in highly recombining genes to determine the extent of clustering between genomes from geographically distinct Campylobacter populations. Whole‐genome sequences from 294 Campylobacter isolates from North America and the UK were analysed. Isolates from within the same country shared more recently recombined DNA than isolates from different countries. Using 15 UK/American closely matched pairs of isolates that shared ancestors, we identify regions that have frequently and recently recombined to test their correlation with geographical origin. The seven genes that demonstrated the greatest clustering by geography were used in an attribution model to infer geographical origin which was tested using a further 383 UK clinical isolates to detect signatures of recent foreign travel. Patient records indicated that in 46 cases, travel abroad had occurred <2 weeks prior to sampling, and genomic analysis identified that 34 (74%) of these isolates were of a non‐UK origin. Identification of biogeographical markers in Campylobacter genomes will contribute to improved source attribution of clinical Campylobacter infection and inform intervention strategies to reduce campylobacteriosis.
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Affiliation(s)
- Ben Pascoe
- The Milner Centre for Evolution, Department of Biology and Biochemistry, Bath University, Claverton Down, Bath, UK.,MRC CLIMB Consortium, Bath, UK
| | - Guillaume Méric
- The Milner Centre for Evolution, Department of Biology and Biochemistry, Bath University, Claverton Down, Bath, UK
| | - Koji Yahara
- Department of Bacteriology II, National Institute of Infectious Diseases, Tokyo, Japan.,Swansea University Medical School, Swansea University, Swansea, UK
| | | | - Susan Murray
- Swansea University Medical School, Swansea University, Swansea, UK
| | | | - Emma L Sproston
- Bureau of Microbial Hazards, Health Canada, Ottawa, ON, Canada
| | | | - Eduardo N Taboada
- National Microbiology Laboratory at Lethbridge, Public Health Agency of Canada, Lethbridge, AB, Canada
| | - Kerry K Cooper
- Department of Biology, California State University Northridge, Northridge, CA, USA
| | - Steven Huynh
- Produce Safety and Microbiology Research Unit, Agricultural Research Service, US Department of Agriculture, Albany, CA, USA
| | - Alison J Cody
- Department of Zoology, University of Oxford, Oxford, UK
| | | | - Martin C J Maiden
- Department of Zoology, University of Oxford, Oxford, UK.,NIHR Health Protection Research Unit in Gastrointestinal Infections, Oxford, UK
| | - Noel D McCarthy
- Department of Zoology, University of Oxford, Oxford, UK.,NIHR Health Protection Research Unit in Gastrointestinal Infections, Oxford, UK.,University of Warwick, Coventry, UK
| | - Xavier Didelot
- Department of Infectious Disease Epidemiology, Imperial College London, London, UK
| | - Craig T Parker
- Produce Safety and Microbiology Research Unit, Agricultural Research Service, US Department of Agriculture, Albany, CA, USA
| | - Samuel K Sheppard
- The Milner Centre for Evolution, Department of Biology and Biochemistry, Bath University, Claverton Down, Bath, UK.,MRC CLIMB Consortium, Bath, UK.,Department of Zoology, University of Oxford, Oxford, UK
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Abstract
The increasing prevalence of infections involving intracellular apicomplexan parasites such as Plasmodium, Toxoplasma, and Cryptosporidium (the causative agents of malaria, toxoplasmosis, and cryptosporidiosis, respectively) represent a significant global healthcare burden. Despite their significance, few treatments are available; a situation that is likely to deteriorate with the emergence of new resistant strains of parasites. To lay the foundation for programs of drug discovery and vaccine development, genome sequences for many of these organisms have been generated, together with large-scale expression and proteomic datasets. Comparative analyses of these datasets are beginning to identify the molecular innovations supporting both conserved processes mediating fundamental roles in parasite survival and persistence, as well as lineage-specific adaptations associated with divergent life-cycle strategies. The challenge is how best to exploit these data to derive insights into parasite virulence and identify those genes representing the most amenable targets. In this review, we outline genomic datasets currently available for apicomplexans and discuss biological insights that have emerged as a consequence of their analysis. Of particular interest are systems-based resources, focusing on areas of metabolism and host invasion that are opening up opportunities for discovering new therapeutic targets.
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Affiliation(s)
| | - John Parkinson
- a Program in Molecular Structure and Function , Hospital for Sick Children , Toronto , Ontario , Canada
- b Departments of Biochemistry, Molecular Genetics and Computer Science , University of Toronto , Toronto , Ontario , Canada
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43
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Muñoz-Ramírez ZY, Mendez-Tenorio A, Kato I, Bravo MM, Rizzato C, Thorell K, Torres R, Aviles-Jimenez F, Camorlinga M, Canzian F, Torres J. Whole Genome Sequence and Phylogenetic Analysis Show Helicobacter pylori Strains from Latin America Have Followed a Unique Evolution Pathway. Front Cell Infect Microbiol 2017; 7:50. [PMID: 28293542 PMCID: PMC5328995 DOI: 10.3389/fcimb.2017.00050] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Accepted: 02/10/2017] [Indexed: 12/21/2022] Open
Abstract
Helicobacter pylori (HP) genetics may determine its clinical outcomes. Despite high prevalence of HP infection in Latin America (LA), there have been no phylogenetic studies in the region. We aimed to understand the structure of HP populations in LA mestizo individuals, where gastric cancer incidence remains high. The genome of 107 HP strains from Mexico, Nicaragua and Colombia were analyzed with 59 publicly available worldwide genomes. To study bacterial relationship on whole genome level we propose a virtual hybridization technique using thousands of high-entropy 13 bp DNA probes to generate fingerprints. Phylogenetic virtual genome fingerprint (VGF) was compared with Multi Locus Sequence Analysis (MLST) and with phylogenetic analyses of cagPAI virulence island sequences. With MLST some Nicaraguan and Mexican strains clustered close to Africa isolates, whereas European isolates were spread without clustering and intermingled with LA isolates. VGF analysis resulted in increased resolution of populations, separating European from LA strains. Furthermore, clusters with exclusively Colombian, Mexican, or Nicaraguan strains were observed, where the Colombian cluster separated from Europe, Asia, and Africa, while Nicaraguan and Mexican clades grouped close to Africa. In addition, a mixed large LA cluster including Mexican, Colombian, Nicaraguan, Peruvian, and Salvadorian strains was observed; all LA clusters separated from the Amerind clade. With cagPAI sequence analyses LA clades clearly separated from Europe, Asia and Amerind, and Colombian strains formed a single cluster. A NeighborNet analyses suggested frequent and recent recombination events particularly among LA strains. Results suggests that in the new world, H. pylori has evolved to fit mestizo LA populations, already 500 years after the Spanish colonization. This co-adaption may account for regional variability in gastric cancer risk.
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Affiliation(s)
- Zilia Y Muñoz-Ramírez
- Laboratorio de Biotecnología y Bioinformática Genómica, ENCB, Instituto Politécnico Nacional Ciudad de México, Mexico
| | - Alfonso Mendez-Tenorio
- Laboratorio de Biotecnología y Bioinformática Genómica, ENCB, Instituto Politécnico Nacional Ciudad de México, Mexico
| | - Ikuko Kato
- Department of Oncology and of Pathology, Wayne State University School of Medicine Detroit, MI, USA
| | - Maria M Bravo
- Grupo de Investigación en Biología del Cáncer, Instituto Nacional de Cancerologia Bogota, Colombia
| | - Cosmeri Rizzato
- Dipartmento di Ricerca Traslazionale e Nuove Tecnologie in Medicina e Chirurgia, Università di Pisa Pisa, Italy
| | - Kaisa Thorell
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet Stockholm, Sweden
| | - Roberto Torres
- Laboratorio de Biotecnología y Bioinformática Genómica, ENCB, Instituto Politécnico Nacional Ciudad de México, Mexico
| | | | - Margarita Camorlinga
- Unidad de Investigacion en Enfermedades Infecciosas, IMSS Ciudad de México, Mexico
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ) Heidelberg, Germany
| | - Javier Torres
- Unidad de Investigacion en Enfermedades Infecciosas, IMSS Ciudad de México, Mexico
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44
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Thorell K, Yahara K, Berthenet E, Lawson DJ, Mikhail J, Kato I, Mendez A, Rizzato C, Bravo MM, Suzuki R, Yamaoka Y, Torres J, Sheppard SK, Falush D. Rapid evolution of distinct Helicobacter pylori subpopulations in the Americas. PLoS Genet 2017; 13:e1006546. [PMID: 28231283 PMCID: PMC5322909 DOI: 10.1371/journal.pgen.1006546] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 12/19/2016] [Indexed: 12/13/2022] Open
Abstract
For the last 500 years, the Americas have been a melting pot both for genetically diverse humans and for the pathogenic and commensal organisms associated with them. One such organism is the stomach-dwelling bacterium Helicobacter pylori, which is highly prevalent in Latin America where it is a major current public health challenge because of its strong association with gastric cancer. By analyzing the genome sequence of H. pylori isolated in North, Central and South America, we found evidence for admixture between H. pylori of European and African origin throughout the Americas, without substantial input from pre-Columbian (hspAmerind) bacteria. In the US, strains of African and European origin have remained genetically distinct, while in Colombia and Nicaragua, bottlenecks and rampant genetic exchange amongst isolates have led to the formation of national gene pools. We found three outer membrane proteins with atypical levels of Asian ancestry in American strains, as well as alleles that were nearly fixed specifically in South American isolates, suggesting a role for the ethnic makeup of hosts in the colonization of incoming strains. Our results show that new H. pylori subpopulations can rapidly arise, spread and adapt during times of demographic flux, and suggest that differences in transmission ecology between high and low prevalence areas may substantially affect the composition of bacterial populations. Helicobacter pylori is one of the best studied examples of an intimate association between bacteria and humans, due to its ability to colonize the stomach for decades and to transmit from generation to generation. A number of studies have sought to link diversity in H. pylori to human migrations but there are some discordant signals such as an “out of Africa” dispersal within the last few thousand years that has left a much stronger signal in bacterial genomes than in human ones. In order to understand how such discrepancies arise, we have investigated the evolution of H. pylori during the recent colonization of the Americas. We find that bacterial populations evolve quickly and can spread rapidly to people of different ethnicities. Distinct new bacterial subpopulations have formed in Colombia from a European source and in Nicaragua and the US from African sources. Genetic exchange between bacterial populations is rampant within Central and South America but is uncommon within North America, which may reflect differences in prevalence. Our results also suggest that adaptation of bacteria to particular human ethnic groups may be confined to a handful of genes involved in interaction with the immune system.
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Affiliation(s)
- Kaisa Thorell
- Microbiology, Tumour and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Koji Yahara
- Dept. of Bacteriology II, National Institute of Infectious Diseases, Tokyo, Japan
| | - Elvire Berthenet
- Medical Microbiology and Infectious Disease group, Swansea University, Swansea, Wales, United Kingdom
| | - Daniel J. Lawson
- Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Jane Mikhail
- Medical Microbiology and Infectious Disease group, Swansea University, Swansea, Wales, United Kingdom
| | - Ikuko Kato
- Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, United States of America
| | - Alfonso Mendez
- Instituto Politecnico Nacional, ENCB, Mexico City, Mexico
| | - Cosmeri Rizzato
- Dipartimento di Ricerca Traslazionale e Nuove Tecnologie in Medicina e Chirurgia, Universitá di Pisa, Pisa, Italy
| | - María Mercedes Bravo
- Grupo de Investigación en Biología del Cáncer, Instituto Nacional de Cancerología, Bogota, Colombia
| | - Rumiko Suzuki
- Dept. of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Oita, Japan
| | - Yoshio Yamaoka
- Dept. of Environmental and Preventive Medicine, Oita University Faculty of Medicine, Oita, Japan
| | - Javier Torres
- Unidad de Investigación en Enfermedades Infecciosas, UMAE Pediatria, IMSS, Mexico City, Mexico
| | - Samuel K. Sheppard
- Milner Center for Evolution, Dept. of Biology and Biochemistry, University of Bath, Bath, United Kingdom
| | - Daniel Falush
- Milner Center for Evolution, Dept. of Biology and Biochemistry, University of Bath, Bath, United Kingdom
- * E-mail:
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45
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Collins C, Didelot X. Reconstructing the Ancestral Relationships Between Bacterial Pathogen Genomes. Methods Mol Biol 2017; 1535:109-137. [PMID: 27914076 DOI: 10.1007/978-1-4939-6673-8_8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Following recent developments in DNA sequencing technology, it is now possible to sequence hundreds of whole genomes from bacterial isolates at relatively low cost. Analyzing this growing wealth of genomic data in terms of ancestral relationships can reveal many interesting aspects of the evolution, ecology, and epidemiology of bacterial pathogens. However, reconstructing the ancestry of a sample of bacteria remains challenging, especially for the majority of species where recombination is frequent. Here, we review and describe the computational techniques currently available to infer ancestral relationships, including phylogenetic methods that either ignore or account for the effect of recombination, as well as model-based and model-free phylogeny-independent approaches.
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Affiliation(s)
- Caitlin Collins
- Department of Infectious Disease Epidemiology, Imperial College London, London, W2 1PG, UK.
| | - Xavier Didelot
- Department of Infectious Disease Epidemiology, Imperial College London, London, W2 1PG, UK.
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46
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van Vliet AHM. Use of pan-genome analysis for the identification of lineage-specific genes of Helicobacter pylori. FEMS Microbiol Lett 2016; 364:fnw296. [PMID: 28011701 DOI: 10.1093/femsle/fnw296] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 09/08/2016] [Accepted: 12/22/2016] [Indexed: 12/23/2022] Open
Abstract
The human bacterial pathogen Helicobacter pylori has a highly variable genome, with significant allelic and sequence diversity between isolates and even within well-characterised strains, hampering comparative genomics of H. pylori In this study, pan-genome analysis has been used to identify lineage-specific genes of H. pylori A total of 346 H. pylori genomes spanning the hpAfrica1, hpAfrica2, hpAsia2, hpEurope, hspAmerind and hspEAsia multilocus sequence typing (MLST) lineages were searched for genes specifically overrepresented or underrepresented in MLST lineages or associated with the cag pathogenicity island. The only genes overrepresented in cag-positive genomes were the cag pathogenicity island genes themselves. In contrast, a total of 125 genes were either overrepresented or underrepresented in one or more MLST lineages. Of these 125 genes, alcohol/aldehyde-reducing enzymes linked with acid resistance and production of toxic aldehydes were found to be overrepresented in African lineages. Conversely, the FecA2 ferric citrate receptor was missing from hspAmerind genomes, but present in all other lineages. This work shows the applicability of pan-genome analysis for identification of lineage-specific genes of H. pylori, facilitating further investigation to allow linkage of differential distribution of genes with disease outcome or virulence of H. pylori.
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Affiliation(s)
- Arnoud H M van Vliet
- School of Veterinary Medicine, Faculty of Health and Medical Sciences, University of Surrey, Guildford, Surrey GU2 7AD, UK
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47
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Mégraud F, Lehours P, Vale F. The history of Helicobacter pylori : from phylogeography to paleomicrobiology. Clin Microbiol Infect 2016; 22:922-927. [DOI: 10.1016/j.cmi.2016.07.013] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Revised: 06/14/2016] [Accepted: 07/09/2016] [Indexed: 02/07/2023]
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48
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Monteil CL, Yahara K, Studholme DJ, Mageiros L, Méric G, Swingle B, Morris CE, Vinatzer BA, Sheppard SK. Population-genomic insights into emergence, crop adaptation and dissemination of Pseudomonas syringae pathogens. Microb Genom 2016; 2:e000089. [PMID: 28348830 PMCID: PMC5359406 DOI: 10.1099/mgen.0.000089] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 09/13/2016] [Indexed: 12/24/2022] Open
Abstract
Many bacterial pathogens are well characterized but, in some cases, little is known about the populations from which they emerged. This limits understanding of the molecular mechanisms underlying disease. The crop pathogen Pseudomonas syringae sensu lato has been widely isolated from the environment, including wild plants and components of the water cycle, and causes disease in several economically important crops. Here, we compared genome sequences of 45 P. syringae crop pathogen outbreak strains with 69 closely related environmental isolates. Phylogenetic reconstruction revealed that crop pathogens emerged many times independently from environmental populations. Unexpectedly, differences in gene content between environmental populations and outbreak strains were minimal with most virulence genes present in both. However, a genome-wide association study identified a small number of genes, including the type III effector genes hopQ1 and hopD1, to be associated with crop pathogens, but not with environmental populations, suggesting that this small group of genes may play an important role in crop disease emergence. Intriguingly, genome-wide analysis of homologous recombination revealed that the locus Psyr 0346, predicted to encode a protein that confers antibiotic resistance, has been frequently exchanged among lineages and thus may contribute to pathogen fitness. Finally, we found that isolates from diseased crops and from components of the water cycle, collected during the same crop disease epidemic, form a single population. This provides the strongest evidence yet that precipitation and irrigation water are an overlooked inoculum source for disease epidemics caused by P. syringae.
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Affiliation(s)
- Caroline L Monteil
- 4Laboratoire de Bioénergétique Cellulaire, Institut de Biosciences et Biotechnologies d'Aix-Marseille, CEA, 13108, Saint-Paul-lès-Durance, France.,3INRA, UR0407 Pathologie Végétale, Montfavet cedex, France.,1Institute of Life Science, College of Medicine, Swansea University, Swansea, UK.,2Department of Plant Pathology, Physiology, and Weed Science, Virginia Tech, Blacksburg, VA, USA
| | - Koji Yahara
- 1Institute of Life Science, College of Medicine, Swansea University, Swansea, UK.,5National Institute of Infectious Diseases, Tokyo, Japan
| | | | - Leonardos Mageiros
- 1Institute of Life Science, College of Medicine, Swansea University, Swansea, UK
| | - Guillaume Méric
- 7The Milner Centre for Evolution, Department of Biology and Biotechnology, University of Bath, Claverton Down, Bath, UK
| | - Bryan Swingle
- 8School of Integrative Plant Science, Section of Plant Pathology and Plant-Microbe Biology, Cornell University, Ithaca, NY, USA
| | - Cindy E Morris
- 3INRA, UR0407 Pathologie Végétale, Montfavet cedex, France
| | - Boris A Vinatzer
- 2Department of Plant Pathology, Physiology, and Weed Science, Virginia Tech, Blacksburg, VA, USA
| | - Samuel K Sheppard
- 7The Milner Centre for Evolution, Department of Biology and Biotechnology, University of Bath, Claverton Down, Bath, UK.,9Department of Zoology, University of Oxford, Oxford, UK
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49
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Joseph SJ, Li B, Petit Iii RA, Qin ZS, Darrow L, Read TD. The single-species metagenome: subtyping Staphylococcus aureus core genome sequences from shotgun metagenomic data. PeerJ 2016; 4:e2571. [PMID: 27781166 PMCID: PMC5075713 DOI: 10.7717/peerj.2571] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Accepted: 09/14/2016] [Indexed: 01/01/2023] Open
Abstract
In this study we developed a genome-based method for detecting Staphylococcus aureus subtypes from metagenome shotgun sequence data. We used a binomial mixture model and the coverage counts at >100,000 known S. aureus SNP (single nucleotide polymorphism) sites derived from prior comparative genomic analysis to estimate the proportion of 40 subtypes in metagenome samples. We were able to obtain >87% sensitivity and >94% specificity at 0.025X coverage for S. aureus. We found that 321 and 149 metagenome samples from the Human Microbiome Project and metaSUB analysis of the New York City subway, respectively, contained S. aureus at genome coverage >0.025. In both projects, CC8 and CC30 were the most common S. aureus clonal complexes encountered. We found evidence that the subtype composition at different body sites of the same individual were more similar than random sampling and more limited evidence that certain body sites were enriched for particular subtypes. One surprising finding was the apparent high frequency of CC398, a lineage often associated with livestock, in samples from the tongue dorsum. Epidemiologic analysis of the HMP subject population suggested that high BMI (body mass index) and health insurance are possibly associated with S. aureus carriage but there was limited power to identify factors linked to carriage of even the most common subtype. In the NYC subway data, we found a small signal of geographic distance affecting subtype clustering but other unknown factors influence taxonomic distribution of the species around the city.
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Affiliation(s)
- Sandeep J Joseph
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, USA; Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Ben Li
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University , Atlanta , GA , USA
| | - Robert A Petit Iii
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine , Atlanta , GA , USA
| | - Zhaohui S Qin
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University , Atlanta , GA , USA
| | - Lyndsey Darrow
- Department of Epidemiology, Rollins School of Public Health, Emory University , Atlanta , GA , USA
| | - Timothy D Read
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, USA; Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA
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50
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Joseph SJ, Cox D, Wolff B, Morrison SS, Kozak-Muiznieks NA, Frace M, Didelot X, Castillo-Ramirez S, Winchell J, Read TD, Dean D. Dynamics of genome change among Legionella species. Sci Rep 2016; 6:33442. [PMID: 27633769 PMCID: PMC5025774 DOI: 10.1038/srep33442] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Accepted: 08/26/2016] [Indexed: 11/16/2022] Open
Abstract
Legionella species inhabit freshwater and soil ecosystems where they parasitize protozoa. L. pneumonphila (LP) serogroup-1 (Lp1) is the major cause of Legionnaires' Disease (LD), a life-threatening pulmonary infection that can spread systemically. The increased global frequency of LD caused by Lp and non-Lp species underscores the need to expand our knowledge of evolutionary forces underlying disease pathogenesis. Whole genome analyses of 43 strains, including all known Lp serogroups 1-17 and 17 emergent LD-causing Legionella species (of which 33 were sequenced in this study) in addition to 10 publicly available genomes, resolved the strains into four phylogenetic clades along host virulence demarcations. Clade-specific genes were distinct for genetic exchange and signal-transduction, indicating adaptation to specific cellular and/or environmental niches. CRISPR spacer comparisons hinted at larger pools of accessory DNA sequences in Lp than predicted by the pan-genome analyses. While recombination within Lp was frequent and has been reported previously, population structure analysis identified surprisingly few DNA admixture events between species. In summary, diverse Legionella LD-causing species share a conserved core-genome, are genetically isolated from each other, and selectively acquire genes with potential for enhanced virulence.
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Affiliation(s)
- Sandeep J. Joseph
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Daniel Cox
- Department of Microbiology and Immunology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Bernard Wolff
- Respiratory Diseases Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Shatavia S. Morrison
- Respiratory Diseases Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | | | - Michael Frace
- Respiratory Diseases Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Xavier Didelot
- Department of Infectious Disease Epidemiology, Imperial College, Norfolk Place, London, United Kingdom
| | - Santiago Castillo-Ramirez
- Programa de Genomica Evolutiva, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, México
| | - Jonas Winchell
- Respiratory Diseases Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Timothy D. Read
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, USA
- Department of Human Genetics, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Deborah Dean
- Department of Medicine and University of California, San Francisco, San Francisco, California, USA
- Department of Biomedical Engineering, University of California at San Francisco and Berkeley, San Francisco and Berkeley, California, USA
- Center for Immunobiology and Vaccine Development, UCSF Benioff Children’s Hospital Oakland Research Institute, Oakland, California, USA
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