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Robertson SE, Yasukawa M, Marchion DC, Xiong Y, Naqvi SMH, Gheit T, Tommasino M, Wenham RM, Giuliano AR, Lancaster JM, Shahzad MMK. Prevalence of viral DNA in high-grade serous epithelial ovarian cancer and correlation with clinical outcomes. PLoS One 2023; 18:e0294448. [PMID: 38039311 PMCID: PMC10691703 DOI: 10.1371/journal.pone.0294448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Accepted: 11/01/2023] [Indexed: 12/03/2023] Open
Abstract
INTRODUCTION Currently 11 infectious agents are classified as carcinogenic but the role of infectious agents on outcomes of epithelial ovarian cancer is largely unknown. OBJECTIVE To explore the association between infectious agents and ovarian cancer, we investigated the prevalence of viral DNA in primary ovarian cancer tumors and its association with clinical outcomes. METHODS Archived tumors from 98 patients diagnosed with high-grade serous epithelial ovarian cancer were collected between 1/1/1994 and 12/31/2010. After DNA extraction, Luminex technology was utilized to identify polymerase chain reaction-amplified viral DNA for 113 specific viruses. Demographic data and disease characteristics were summarized using descriptive statistics. We used logistic regression and Cox proportional hazards model to assess associations between tumor viral status and disease outcome and between tumor viral presence and overall survival (OS), respectively. RESULTS Forty-six cases (45.9%) contained at least one virus. Six highly prevalent viruses were associated with clinical outcomes and considered viruses of interest (VOI; Epstein-Barr virus 1, Merkel cell polyomavirus, human herpes virus 6b, and human papillomaviruses 4, 16, and 23). Factors independently associated with OS were presence of VOI (HR 4.11, P = 0.0001) and platinum sensitivity (HR 0.21, P<0.0001). Median OS was significantly decreased when tumors showed VOI versus not having these viruses (22 vs 44 months, P<0.0001). Women <70 year old with VOI in tumors had significantly lower median OS versus age-matched women without VOI (20 vs 57 months, P = 0.0006); however, among women ≥70 years old, there was no difference in OS by tumor virus status. CONCLUSIONS The presence of a VOI was significantly associated with a lower OS. These findings may have implications for clinical management of ovarian cancer but require additional studies.
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Affiliation(s)
- Sharon E. Robertson
- Department of Gynecology Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, United States of America
| | - Maya Yasukawa
- Department of Gynecology Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, United States of America
| | - Douglas C. Marchion
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, United States of America
| | - Yin Xiong
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, United States of America
| | - Syeda Mahrukh Hussnain Naqvi
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, United States of America
| | - Tarik Gheit
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Massimo Tommasino
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Robert M. Wenham
- Department of Gynecology Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, United States of America
- Department of Oncologic Sciences, University of South Florida, Tampa, Florida, United States of America
| | - Anna R. Giuliano
- Risk Assessment, Detection and Intervention Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, United States of America
| | - Johnathan M. Lancaster
- Department of Gynecology Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, United States of America
- Department of Oncologic Sciences, University of South Florida, Tampa, Florida, United States of America
| | - Mian M. K. Shahzad
- Department of Gynecology Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, United States of America
- Department of Oncologic Sciences, University of South Florida, Tampa, Florida, United States of America
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Genome Sequences of Anelloviruses, Genomovirus, and Papillomavirus Isolated from Nasal Pharyngeal Swabs. Microbiol Resour Announc 2022; 11:e0068122. [PMID: 35972248 PMCID: PMC9476932 DOI: 10.1128/mra.00681-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
The genome sequences of three anelloviruses (genus Alphatorquevirus), a genomovirus (genus Gemykolovirus), and an unclassified papillomavirus were identified in four human nasopharyngeal swabs, and one was positive for influenza A and one for influenza B virus. The influenza B virus-positive sample had a coinfection with an anellovirus and a papillomavirus.
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Karimi A, Mohebbi E, Mckay-Chopin S, Rashidian H, Hadji M, Peyghambari V, Marzban M, Naghibzadeh-Tahami A, Gholipour M, Kamangar F, Tommasino M, Gheit T, Zendehdel K. Human Papillomavirus and Risk of Head and Neck Squamous Cell Carcinoma in Iran. Microbiol Spectr 2022; 10:e0011722. [PMID: 35708339 PMCID: PMC9431561 DOI: 10.1128/spectrum.00117-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 04/19/2022] [Indexed: 12/09/2022] Open
Abstract
Human papillomavirus (HPV) causes a subset of head and neck squamous cell carcinoma (HNSCC). Knowledge of determinants of α-, β-, and γ-HPVs types in the oral cavity is required for a better understanding of HNSCC development. Oral rinse samples of 498 HNSCC cases and 242 controls from the IROPICAN study-a large multicenter case-control study in Iran-were screened for 21 α-HPV, 46 β-HPVs, and 52 γ-HPVs using bead-based HPV genotyping assays. α-HPVs were detected only in 1.2% of the patients and 2.9% of the controls from which HPV16 was the most prevalent type among participants. β-HPVs were detected in 43.8% of the patients and 38.6% of the controls where the lip and oral cavity (45.5%) had the highest positivity. Values for γ-HPV prevalence in patients and controls were 26.1% and 24.7%, respectively. The highest percentage of γ-HPV positivity was found in the larynx (30.4%). Concerning the β genus, HPV23 and HPV38 were the most prevalent types among the patients and controls, respectively. For the γ genus, SD2 in cases and HPV134 in controls were the most prevalent types. Overall, detection of α-HPVs (aOR, 0.40; 95% CI = 0.1 to 1.2; P = 0.11), β-HPVs (aOR, 1.9; 95% CI = 0.9 to 1.6; P = 0.29), and γ-HPVs infections (aOR, 1.04; 95% CI = 0.7 to 1.5; P = 0.83) was not associated with the HNSCC development. Our data did not suggest an HPV-related etiology for HNSCC pathogenesis. Nonetheless, this study provides novel insights into the diversity of β-, and γ-HPVs in different HNSCC anatomical subsites. IMPORTANCE Infection with human papillomavirus (HPV) is responsible for a subset of neck squamous cell carcinoma (HNSCC), but knowledge of the prevalence of and risk factors for oral HPV infection, especially cutaneous types in Iran, remains unknown. In a large retrospective study, the authors used a sensitive assay for the detection of α-, β-, and γ-HPVs in oral rinse samples of HNSCC and matched controls. They find that the α-HPV contribution to HNSCC in Iran is lower than global prevalence. High-risk α-HPVs or cutaneous β- and γ-HPVs were not associated with the HNSCC development. Besides, this study provides novel insights into the diversity of β- and γ-HPVs in different HNSCC anatomical subsites.
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Affiliation(s)
- Abbas Karimi
- Department of Molecular Medicine, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
- Early Detection, Prevention and Infections Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - Elham Mohebbi
- Cancer Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
- Pathology and Stem Cell Research Center, Kerman University of Medical Sciences, Kerman, Iran
| | - Sandrine Mckay-Chopin
- Early Detection, Prevention and Infections Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - Hamideh Rashidian
- Cancer Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Hadji
- Cancer Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
- Health Sciences Unit, Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Vahideh Peyghambari
- Cancer Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Marzban
- Department of Public Health, School of Public Health, Bushehr University of Medical Science, Bushehr, Iran
- Clinical Research Development Center, The Persian Gulf Martyrs, Bushehr University of Medical Science, Bushehr, Iran
| | - Ahmad Naghibzadeh-Tahami
- Social Determinants of Health Research Center, Institute for Future Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
- Department of Biostatistics and Epidemiology, Kerman University of Medical Sciences, Kerman, Iran
| | - Mahin Gholipour
- Metabolic Disorders Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Farin Kamangar
- Department of Biology, School of Computer, Mathematical, and Natural Sciences, Morgan State University, Baltimore, Maryland, USA
| | - Massimo Tommasino
- Early Detection, Prevention and Infections Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - Tarik Gheit
- Early Detection, Prevention and Infections Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - Kazem Zendehdel
- Cancer Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
- Cancer Biology Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
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Wang X, Stelzer-Braid S, Scotch M, Rawlinson WD. Detection of respiratory viruses directly from clinical samples using next-generation sequencing: A literature review of recent advances and potential for routine clinical use. Rev Med Virol 2022; 32:e2375. [PMID: 35775736 PMCID: PMC9539958 DOI: 10.1002/rmv.2375] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 06/01/2022] [Accepted: 06/20/2022] [Indexed: 11/15/2022]
Abstract
Acute respiratory infection is the third most frequent cause of mortality worldwide, causing over 4.25 million deaths annually. Although most diagnosed acute respiratory infections are thought to be of viral origin, the aetiology often remains unclear. The advent of next‐generation sequencing (NGS) has revolutionised the field of virus discovery and identification, particularly in the detection of unknown respiratory viruses. We systematically reviewed the application of NGS technologies for detecting respiratory viruses from clinical samples and outline potential barriers to the routine clinical introduction of NGS. The five databases searched for studies published in English from 01 January 2010 to 01 February 2021, which led to the inclusion of 52 studies. A total of 14 different models of NGS platforms were summarised from included studies. Among these models, second‐generation sequencing platforms (e.g., Illumina sequencers) were used in the majority of studies (41/52, 79%). Moreover, NGS platforms have proven successful in detecting a variety of respiratory viruses, including influenza A/B viruses (9/52, 17%), SARS‐CoV‐2 (21/52, 40%), parainfluenza virus (3/52, 6%), respiratory syncytial virus (1/52, 2%), human metapneumovirus (2/52, 4%), or a viral panel including other respiratory viruses (16/52, 31%). The review of NGS technologies used in previous studies indicates the advantages of NGS technologies in novel virus detection, virus typing, mutation identification, and infection cluster assessment. Although there remain some technical and ethical challenges associated with NGS use in clinical laboratories, NGS is a promising future tool to improve understanding of respiratory viruses and provide a more accurate diagnosis with simultaneous virus characterisation.
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Affiliation(s)
- Xinye Wang
- Virology Research Laboratory, Serology and Virology Division (SAViD), NSW Health Pathology, Prince of Wales Hospital, University of New South Wales, Sydney, New South Wales, Australia.,School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Sacha Stelzer-Braid
- Virology Research Laboratory, Serology and Virology Division (SAViD), NSW Health Pathology, Prince of Wales Hospital, University of New South Wales, Sydney, New South Wales, Australia.,School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Matthew Scotch
- Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia.,Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, Tempe, Arizona, USA
| | - William D Rawlinson
- Virology Research Laboratory, Serology and Virology Division (SAViD), NSW Health Pathology, Prince of Wales Hospital, University of New South Wales, Sydney, New South Wales, Australia.,School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
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Dutilh BE, Varsani A, Tong Y, Simmonds P, Sabanadzovic S, Rubino L, Roux S, Muñoz AR, Lood C, Lefkowitz EJ, Kuhn JH, Krupovic M, Edwards RA, Brister JR, Adriaenssens EM, Sullivan MB. Perspective on taxonomic classification of uncultivated viruses. Curr Opin Virol 2021; 51:207-215. [PMID: 34781105 DOI: 10.1016/j.coviro.2021.10.011] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 10/26/2021] [Accepted: 10/27/2021] [Indexed: 12/19/2022]
Abstract
Historically, virus taxonomy has been limited to describing viruses that were readily cultivated in the laboratory or emerging in natural biomes. Metagenomic analyses, single-particle sequencing, and database mining efforts have yielded new sequence data on an astounding number of previously unknown viruses. As metagenomes are relatively free of biases, these data provide an unprecedented insight into the vastness of the virosphere, but to properly value the extent of this diversity it is critical that the viruses are taxonomically classified. Inclusion of uncultivated viruses has already improved the process as well as the understanding of the taxa, viruses, and their evolutionary relationships. The continuous development and testing of computational tools will be required to maintain a dynamic virus taxonomy that can accommodate the new discoveries.
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Affiliation(s)
- Bas E Dutilh
- Theoretical Biology and Bioinformatics, Science for Life, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands; Institute of Bioloversity, Faculty of Biological Sciences, Cluster of Excellence Balance of the Microverse, Friedrich-Schiller-University Jena, 07743, Jena, Germany.
| | - Arvind Varsani
- The Biodesign Center of Fundamental and Applied Microbiomics, School of Life Sciences, Center for Evolution and Medicine, Arizona State University, Tempe, AZ 85287, USA; Structural Biology Research Unit, Department of Integrative Biomedical Sciences, University of Cape Town, 7925, Cape Town, South Africa
| | - Yigang Tong
- Beijing Advanced Innovation Centre for Soft Matter Science and Engineering, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Peter Simmonds
- Nuffield Department of Medicine, University of Oxford, Peter Medawar Building, South Parks Road, Oxford, OX1 3SY, UK
| | - Sead Sabanadzovic
- Department of Biochemistry, Molecular Biology, Entomology and Plant Pathology, Mississippi State University, MS 39762, USA
| | - Luisa Rubino
- Istituto per la Protezione Sostenibile delle Piante, Consiglio Nazionale delle Ricerche, Bari, Italy
| | - Simon Roux
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Alejandro Reyes Muñoz
- Max Planck Tandem Group in Computational Biology, Department of Biological Sciences, Universidad de los Andes, Bogotá, Colombia
| | - Cédric Lood
- Department of Microbial and Molecular Systems, KU Leuven, Kasteelpark Arenberg 23, 3001, Leuven, Belgium; Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001, Leuven, Belgium
| | - Elliot J Lefkowitz
- Department of Microbiology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Jens H Kuhn
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, MD 21702, USA
| | - Mart Krupovic
- Institut Pasteur, Université de Paris, Archaeal Virology Unit, F-75015, Paris, France
| | - Robert A Edwards
- College of Science and Engineering, Flinders University, Bedford Park, SA 5042, Australia
| | - J Rodney Brister
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda MD 20894, USA
| | | | - Matthew B Sullivan
- Departments of Microbiology and Civil, Environmental, and Geodetic Engineering, Ohio State University, Columbus, OH, USA
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6
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Akter R, El-Hage CM, Sansom FM, Carrick J, Devlin JM, Legione AR. Metagenomic investigation of potential abortigenic pathogens in foetal tissues from Australian horses. BMC Genomics 2021; 22:713. [PMID: 34600470 PMCID: PMC8487468 DOI: 10.1186/s12864-021-08010-5] [Citation(s) in RCA: 6] [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: 11/05/2020] [Accepted: 09/14/2021] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Abortion in horses leads to economic and welfare losses to the equine industry. Most cases of equine abortions are sporadic, and the cause is often unknown. This study aimed to detect potential abortigenic pathogens in equine abortion cases in Australia using metagenomic deep sequencing methods. RESULTS After sequencing and analysis, a total of 68 and 86 phyla were detected in the material originating from 49 equine abortion samples and 8 samples from normal deliveries, respectively. Most phyla were present in both groups, with the exception of Chlamydiae that were only present in abortion samples. Around 2886 genera were present in the abortion samples and samples from normal deliveries at a cut off value of 0.001% of relative abundance. Significant differences in species diversity between aborted and normal tissues was observed. Several potential abortigenic pathogens were identified at a high level of relative abundance in a number of the abortion cases, including Escherichia coli, Klebsiella pneumoniae, Klebsiella oxytoca, Streptococcus equi subspecies zooepidemicus, Pantoea agglomerans, Acinetobacter lwoffii, Acinetobacter calcoaceticus and Chlamydia psittaci. CONCLUSIONS This work revealed the presence of several potentially abortigenic pathogens in aborted specimens. No novel potential abortigenic agents were detected. The ability to screen samples for multiple pathogens that may not have been specifically targeted broadens the frontiers of diagnostic potential. The future use of metagenomic approaches for diagnostic purposes is likely to be facilitated by further improvements in deep sequencing technologies.
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Affiliation(s)
- Rumana Akter
- Asia Pacific Centre for Animal Health, The Melbourne Veterinary School, The University of Melbourne, Parkville, Victoria, 3010, Australia
- Department of Medicine (Royal Melbourne Hospital), The University of Melbourne, Parkville, Victoria, 3010, Australia
| | - Charles M El-Hage
- Asia Pacific Centre for Animal Health, The Melbourne Veterinary School, The University of Melbourne, Parkville, Victoria, 3010, Australia
| | - Fiona M Sansom
- Asia Pacific Centre for Animal Health, The Melbourne Veterinary School, The University of Melbourne, Parkville, Victoria, 3010, Australia
| | - Joan Carrick
- Equine Specialist Consulting, Scone, New South Wales, 2337, Australia
| | - Joanne M Devlin
- Asia Pacific Centre for Animal Health, The Melbourne Veterinary School, The University of Melbourne, Parkville, Victoria, 3010, Australia
| | - Alistair R Legione
- Asia Pacific Centre for Animal Health, The Melbourne Veterinary School, The University of Melbourne, Parkville, Victoria, 3010, Australia.
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Chen Z, Utro F, Platt D, DeSalle R, Parida L, Chan PKS, Burk RD. K-Mer Analyses Reveal Different Evolutionary Histories of Alpha, Beta, and Gamma Papillomaviruses. Int J Mol Sci 2021; 22:9657. [PMID: 34502564 PMCID: PMC8432194 DOI: 10.3390/ijms22179657] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 09/04/2021] [Accepted: 09/05/2021] [Indexed: 12/31/2022] Open
Abstract
Papillomaviruses (PVs) are a heterogeneous group of DNA viruses that can infect fish, birds, reptiles, and mammals. PVs infecting humans (HPVs) phylogenetically cluster into five genera (Alpha-, Beta-, Gamma-, Mu- and Nu-PV), with differences in tissue tropism and carcinogenicity. The evolutionary features associated with the divergence of Papillomaviridae are not well understood. Using a combination of k-mer distributions, genetic metrics, and phylogenetic algorithms, we sought to evaluate the characteristics and differences of Alpha-, Beta- and Gamma-PVs constituting the majority of HPV genomes. A total of 640 PVs including 442 HPV types, 27 non-human primate PV types, and 171 non-primate animal PV types were evaluated. Our analyses revealed the highest genetic diversity amongst Gamma-PVs compared to the Alpha and Beta PVs, suggesting reduced selective pressures on Gamma-PVs. Using a sequence alignment-free trimer (k = 3) phylogeny algorithm, we reconstructed a phylogeny that grouped most HPV types into a monophyletic clade that was further split into three branches similar to alignment-based classifications. Interestingly, a subset of low-risk Alpha HPVs (the species Alpha-2, 3, 4, and 14) split from other HPVs and were clustered with non-human primate PVs. Surprisingly, the trimer-constructed phylogeny grouped the Gamma-6 species types originally isolated from the cervicovaginal region with the main Alpha-HPV clade. These data indicate that characterization of papillomavirus heterogeneity via orthogonal approaches reveals novel insights into the biological understanding of HPV genomes.
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Affiliation(s)
- Zigui Chen
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China;
- Centre for Emerging Infectious Diseases, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Filippo Utro
- Computational Genomics, IBM T. J. Watson Research, Yorktown Heights, NY 10598, USA; (F.U.); (D.P.); (L.P.)
| | - Daniel Platt
- Computational Genomics, IBM T. J. Watson Research, Yorktown Heights, NY 10598, USA; (F.U.); (D.P.); (L.P.)
| | - Rob DeSalle
- Sackler Institute of Comparative Genomics, American Museum of Natural History, New York, NY 10024, USA;
| | - Laxmi Parida
- Computational Genomics, IBM T. J. Watson Research, Yorktown Heights, NY 10598, USA; (F.U.); (D.P.); (L.P.)
| | - Paul K. S. Chan
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China;
- Centre for Emerging Infectious Diseases, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Robert D. Burk
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY 10461, USA
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY 10461, USA
- Department of Obstetrics, Gynecology and Woman’s Health, Albert Einstein College of Medicine, Bronx, NY 10461, USA
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Roach M, Cantu A, Vieri MK, Cotten M, Kellam P, Phan M, van der Hoek L, Mandro M, Tepage F, Mambandu G, Musinya G, Laudisoit A, Colebunders R, Edwards R, Mokili JL. No Evidence Known Viruses Play a Role in the Pathogenesis of Onchocerciasis-Associated Epilepsy. An Explorative Metagenomic Case-Control Study. Pathogens 2021; 10:pathogens10070787. [PMID: 34206564 PMCID: PMC8308762 DOI: 10.3390/pathogens10070787] [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: 05/10/2021] [Revised: 06/11/2021] [Accepted: 06/17/2021] [Indexed: 11/16/2022] Open
Abstract
Despite the increasing epidemiological evidence that the Onchocerca volvulus parasite is strongly associated with epilepsy in children, hence the name onchocerciasis-associated epilepsy (OAE), the pathophysiological mechanism of OAE remains to be elucidated. In June 2014, children with unprovoked convulsive epilepsy and healthy controls were enrolled in a case control study in Titule, Bas-Uélé Province in the Democratic Republic of the Congo (DRC) to identify risk factors for epilepsy. Using a subset of samples collected from individuals enrolled in this study (16 persons with OAE and 9 controls) plasma, buffy coat, and cerebrospinal fluid (CSF) were subjected to random-primed next-generation sequencing. The resulting sequences were analyzed using sensitive computational methods to identify viral DNA and RNA sequences. Anneloviridae, Flaviviridae, Hepadnaviridae (Hepatitis B virus), Herpesviridae, Papillomaviridae, Polyomaviridae (Human polyomavirus), and Virgaviridae were identified in cases and in controls. Not unexpectedly, a variety of bacteriophages were also detected in all cases and controls. However, none of the identified viral sequences were found enriched in OAE cases, which was our criteria for agents that might play a role in the etiology or pathogenesis of OAE.
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Affiliation(s)
- Michael Roach
- College of Science and Engineering, Flinders University, Adelaide, SA 5001, Australia; (M.R.); (R.E.)
| | - Adrian Cantu
- Computational Sciences Research Center, Biology Department, San Diego State University, San Diego, CA 92182, USA;
| | - Melissa Krizia Vieri
- Global Health Institute, University of Antwerp, 2160 Antwerp, Belgium; (M.K.V.); (R.C.)
| | - Matthew Cotten
- Wellcome Trust Sanger Institute, Hinxton CB10 1RQ, UK;
- MRC/UVRI and London School of Hygiene and Tropical Medicine, Entebbe, Uganda; (P.K.); (M.P.)
- Centre for Virus Research, MRC-University of Glasgow, Glasgow G61 1QH, UK
| | - Paul Kellam
- MRC/UVRI and London School of Hygiene and Tropical Medicine, Entebbe, Uganda; (P.K.); (M.P.)
| | - My Phan
- MRC/UVRI and London School of Hygiene and Tropical Medicine, Entebbe, Uganda; (P.K.); (M.P.)
- Centre for Virus Research, MRC-University of Glasgow, Glasgow G61 1QH, UK
| | - Lia van der Hoek
- Laboratory of Experimental Virology, Department of Medical Microbiology and Infection Prevention, Amsterdam UMC, University of Amsterdam, 1012 WX Amsterdam, The Netherlands;
| | - Michel Mandro
- Provincial Health Division Ituri, Ministry of Health, Ituri, Congo;
| | - Floribert Tepage
- Provincial Health Division Bas Uélé, Ministry of Health, Bas Uélé, Congo;
| | - Germain Mambandu
- Provincial Health Division Tshopo, Ministry of Health, Tshopo, Congo;
| | | | | | - Robert Colebunders
- Global Health Institute, University of Antwerp, 2160 Antwerp, Belgium; (M.K.V.); (R.C.)
| | - Robert Edwards
- College of Science and Engineering, Flinders University, Adelaide, SA 5001, Australia; (M.R.); (R.E.)
- Computational Sciences Research Center, Biology Department, San Diego State University, San Diego, CA 92182, USA;
- Viral Information Institute, Biology Department, San Diego State University, San Diego, CA 92182, USA
| | - John L. Mokili
- Viral Information Institute, Biology Department, San Diego State University, San Diego, CA 92182, USA
- Correspondence:
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Ganly I, Pei Z, Hao Y, Ma Y, Rosenthal M, Wu Z, Migliacci J, Huang B, Katabi N, Tseng W, Brown S, Tang YW, Yang L. Case control study comparing the HPV genome in patients with oral cavity squamous cell carcinoma to normal patients using metagenomic shotgun sequencing. Sci Rep 2021; 11:3867. [PMID: 33594114 PMCID: PMC7886861 DOI: 10.1038/s41598-021-83197-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Accepted: 01/27/2021] [Indexed: 12/13/2022] Open
Abstract
The aim of this study was to carry out a case control study comparing the HPV genome in patients with oral cavity squamous cell carcinoma (OC-SCC) to normal patients using metagenomic shotgun sequencing. We recruited 50 OC-SCC cases which were then matched with a control patient by age, gender, race, smoking status and alcohol status. DNA was extracted from oral wash samples from all patients and whole genome shotgun sequencing performed. The raw sequence data was cleaned, reads aligned with the human genome (GRCH38), nonhuman reads identified and then HPV genotypes identified using HPViewer. In the 50 patients with OC-SCC, the most common subsite was tongue in 26 (52%). All patients were treated with primary resection and neck dissection. All but 2 tumors were negative on p16 immunohistochemistry. There were no statistically significant differences between the cases and controls in terms of gender, age, race/ethnicity, alcohol drinking, and cigarette smoking. There was no statistically significant difference between the cancer samples and control samples in the nonhuman DNA reads (medians 4,228,072 vs. 5,719,715, P value = 0.324). HPV was detected in 5 cases (10%) of OC-SCC (genotypes 10, 16, 98) but only 1 tumor sample (genotype 16) yielded a high number of reads to suggest a role in the etiology of OC-SCC. HPV was detected in 4 control patients (genotypes 16, 22, 76, 200) but all had only 1–2 HPV reads per human genome. Genotypes of HPV are rarely found in patients with oral cancer.
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Affiliation(s)
- Ian Ganly
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, USA.
| | - Zhiheng Pei
- Department of Pathology, New York University School of Medicine, New York, 10016, USA.,Department of Medicine, New York University School of Medicine, New York, 10016, USA.,Department of Veterans Affairs, New York Harbor Healthcare System, New York, USA
| | - Yuhan Hao
- Department of Pathology, New York University School of Medicine, New York, 10016, USA.,Applied Bioinformatics Laboratories, New York University School of Medicine, New York, 10016, USA.,Center for Genomics and Systems Biology, Department of Biology, New York University, New York, NY, 10016, USA
| | - Yingfei Ma
- Department of Medicine, New York University School of Medicine, New York, 10016, USA.,Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518000, China
| | - Matthew Rosenthal
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Zhenglin Wu
- Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.,Department of Laboratory Medicine, The Eighth Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Jocelyn Migliacci
- Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Bin Huang
- Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.,Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Nora Katabi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Wenzhi Tseng
- Department of Pathology, New York University School of Medicine, New York, 10016, USA
| | - Stuart Brown
- Applied Bioinformatics Laboratories, New York University School of Medicine, New York, 10016, USA
| | - Yi-Wei Tang
- Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.,Medical Affairs, Cepheid, Danaher Diagnostic Platform, Shanghai, China
| | - Liying Yang
- Department of Pathology, New York University School of Medicine, New York, 10016, USA. .,Department of Medicine, New York University School of Medicine, New York, 10016, USA.
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10
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Leo S, Cherkaoui A, Renzi G, Schrenzel J. Mini Review: Clinical Routine Microbiology in the Era of Automation and Digital Health. Front Cell Infect Microbiol 2020; 10:582028. [PMID: 33330127 PMCID: PMC7734209 DOI: 10.3389/fcimb.2020.582028] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 10/20/2020] [Indexed: 12/13/2022] Open
Abstract
Clinical microbiology laboratories are the first line to combat and handle infectious diseases and antibiotic resistance, including newly emerging ones. Although most clinical laboratories still rely on conventional methods, a cascade of technological changes, driven by digital imaging and high-throughput sequencing, will revolutionize the management of clinical diagnostics for direct detection of bacteria and swift antimicrobial susceptibility testing. Importantly, such technological advancements occur in the golden age of machine learning where computers are no longer acting passively in data mining, but once trained, can also help physicians in making decisions for diagnostics and optimal treatment administration. The further potential of physically integrating new technologies in an automation chain, combined to machine-learning-based software for data analyses, is seducing and would indeed lead to a faster management in infectious diseases. However, if, from one side, technological advancement would achieve a better performance than conventional methods, on the other side, this evolution challenges clinicians in terms of data interpretation and impacts the entire hospital personnel organization and management. In this mini review, we discuss such technological achievements offering practical examples of their operability but also their limitations and potential issues that their implementation could rise in clinical microbiology laboratories.
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Affiliation(s)
- Stefano Leo
- Genomic Research Laboratory, Division of Infectious Diseases, Department of Medicine, Geneva University Hospitals and University of Geneva, Geneva, Switzerland
| | - Abdessalam Cherkaoui
- Bacteriology Laboratory, Division of Laboratory Medicine, Department of Diagnostics, Geneva University Hospitals, Geneva, Switzerland
| | - Gesuele Renzi
- Bacteriology Laboratory, Division of Laboratory Medicine, Department of Diagnostics, Geneva University Hospitals, Geneva, Switzerland
| | - Jacques Schrenzel
- Genomic Research Laboratory, Division of Infectious Diseases, Department of Medicine, Geneva University Hospitals and University of Geneva, Geneva, Switzerland
- Bacteriology Laboratory, Division of Laboratory Medicine, Department of Diagnostics, Geneva University Hospitals, Geneva, Switzerland
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11
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Preti M, Rotondo JC, Holzinger D, Micheletti L, Gallio N, McKay-Chopin S, Carreira C, Privitera SS, Watanabe R, Ridder R, Pawlita M, Benedetto C, Tommasino M, Gheit T. Role of human papillomavirus infection in the etiology of vulvar cancer in Italian women. Infect Agent Cancer 2020; 15:20. [PMID: 32266002 PMCID: PMC7110671 DOI: 10.1186/s13027-020-00286-8] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 03/23/2020] [Indexed: 12/31/2022] Open
Abstract
Background Vulvar squamous cell carcinoma (VSCC) is a rare malignancy of the female genital tract. We aimed to determine the mucosal high-risk human papillomavirus (HPV)-attributable fraction of VSCCs from Italian women using multiple markers of viral infections. Methods VSCCs and 8 metastatic lymph node samples from 107 Italian women were analyzed by a highly type-specific multiplex genotyping assay for the presence of DNA from 119 different HPVs. Tissues were further analyzed for HPV RNA and for upregulation of the cellular protein p16INK4a. Results The rate of mucosal HPV-related tumors defined by viral DNA and RNA positivity was low (7.8%). HPV16 was the most prevalent, followed by 53, 56, and 58. Only five (4.9%) p16INK4a-positive tumors were also positive for both viral DNA and RNA. One (14.3%) metastatic lymph node sample was positive for all three markers. DNA of cutaneous HPVs was detected in only two VSCCs, i.e. genus beta types 5 and 110. Conclusion A small proportion of Italian VSCCs is putatively HPV-related, i.e. positive for both viral DNA and RNA of the same type, thus reinforcing the importance of HPV vaccination. Moreover, this study suggests that a direct role of HPV from genus beta and gamma in vulvar carcinogenesis is unlikely.
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Affiliation(s)
- Mario Preti
- 1Department of Surgical Sciences, University of Turin, Turin, Italy
| | - John Charles Rotondo
- 2International Agency for Research on Cancer, Lyon, France.,3Department of Morphology, Surgery and Experimental Medicine; Section of Pathology, Oncology and Experimental Biology; Laboratories of Cell Biology and Molecular Genetics, University of Ferrara, Ferrara, Italy
| | - Dana Holzinger
- 4Infections and Cancer Epidemiology, Infections and Cancer Program, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Niccolò Gallio
- 1Department of Surgical Sciences, University of Turin, Turin, Italy
| | | | | | | | - Reiko Watanabe
- 2International Agency for Research on Cancer, Lyon, France
| | - Ruediger Ridder
- Roche mtm laboratories, Mannheim, Germany.,7Ventana Medical Systems Inc., Tucson, AZ USA
| | - Michael Pawlita
- 4Infections and Cancer Epidemiology, Infections and Cancer Program, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Chiara Benedetto
- 1Department of Surgical Sciences, University of Turin, Turin, Italy
| | | | - Tarik Gheit
- 2International Agency for Research on Cancer, Lyon, France
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12
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Shah UJ, Nasiruddin M, Dar SA, Khan MKA, Akhter MR, Singh N, Rabaan AA, Haque S. Emerging biomarkers and clinical significance of HPV genotyping in prevention and management of cervical cancer. Microb Pathog 2020; 143:104131. [PMID: 32169490 DOI: 10.1016/j.micpath.2020.104131] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 02/10/2020] [Accepted: 03/06/2020] [Indexed: 12/15/2022]
Abstract
Cervical cancer is a growing and serious problem world-wide in women, but more acute in developing countries especially in Indian subcontinent. The main causative agent for the disease is Human Papilloma Virus (HPV). The history of the cervical cancer goes back to eighteenth century as the HPV infection is reported since 1800s. Presently, the genetic structure of HPV is well defined. Several screening tests including cytology and visual based screening and high risk HPV testing are available. Also available are various clinical and commercial diagnostic tests. However due to the lack of awareness and population-based screening programs, the morbidity and mortality rate is alarmingly high. There are new emerging biomarkers including E6/E7 mRNA, p16ink4a, markers of aberrant S-phase induction, chromosomal abnormalities and miRNAs along with advanced genotyping methods. These markers have clinical significance and are helpful in disease prevention and management. Further, recent advancement in the field of metagenomics has increased the prospects of identifying newer microbes, viruses hitherto reported thus far in the context of HPV infection. Analysis of HPV cases using modern tools including genotyping using more powerful biomarkers is envisaged to enhance the prospects of early diagnosis, better prognosis, more reliable treatment and eventual management of the disease.
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Affiliation(s)
- Ushma Jaykamal Shah
- MedGenome Labs Ltd., Kailash Cancer Hospital and Research Center, Muni Seva Ashram, P.O. Goraj, Tal. Waghodia, Dist. Vadodara, 391760, Gujarat, India
| | - Mohammad Nasiruddin
- Anand Diagnostic Laboratory (A Neuberg Associate), Neuberg Anand Reference Laboratory, Anand Tower, 54, Bowring Hospital Road, Shivajinagar, Bangalore - 560001, India.
| | - Sajad Ahmad Dar
- Research and Scientific Studies Unit, College of Nursing and Allied Health Sciences, Jazan University, Jazan, 45142, Saudi Arabia
| | - Md Khurshid Alam Khan
- School of Life Sciences, BS Abdur Rahman Crescent Institute of Science and Technology, Chennai, 600048, Tamil Nadu, India
| | - Mohammad Riyaz Akhter
- MedGenome Labs Ltd., 3rd Floor, Narayana Nethralaya Building, Narayana Health City, # 258/A, Bommasandra, Hosur Road, Bangalore, 560099, Karnataka, India
| | - Nidhi Singh
- Department of Obstetrics and Gynecology, Prasad Institute of Medical Sciences, Lucknow, 226401, Uttar Pradesh, India
| | - Ali A Rabaan
- Molecular Diagnostic Laboratory, Johns Hopkins Aramco Healthcare, Saudi Aramco, Dhahran, 31311, Saudi Arabia
| | - Shafiul Haque
- Research and Scientific Studies Unit, College of Nursing and Allied Health Sciences, Jazan University, Jazan, 45142, Saudi Arabia.
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13
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Redondoviridae, a Family of Small, Circular DNA Viruses of the Human Oro-Respiratory Tract Associated with Periodontitis and Critical Illness. Cell Host Microbe 2019; 25:719-729.e4. [PMID: 31071295 DOI: 10.1016/j.chom.2019.04.001] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Revised: 01/24/2019] [Accepted: 04/01/2019] [Indexed: 12/21/2022]
Abstract
The global virome is largely uncharacterized but is now being unveiled by metagenomic DNA sequencing. Exploring the human respiratory virome, in particular, can provide insights into oro-respiratory diseases. Here, we use metagenomics to identify a family of small circular DNA viruses-named Redondoviridae-associated with human diseases. We first identified two redondovirus genomes from bronchoalveolar lavage samples from human lung donors. We then queried thousands of metagenomic samples and recovered 17 additional complete redondovirus genomes. Detections were exclusively in human samples and mostly from respiratory tract and oro-pharyngeal sites, where Redondoviridae was the second most prevalent eukaryotic DNA virus family. Redondovirus sequences were associated with periodontal disease, and abundances decreased with treatment. Some critically ill patients in a medical intensive care unit were found to harbor high levels of redondoviruses in respiratory samples. These results suggest that redondoviruses colonize human oro-respiratory sites and can bloom in several human disorders.
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14
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Rollison DE, Schell MJ, Fenske NA, Cherpelis B, Messina JL, Giuliano AR, Epling-Burnette PK, Hampras SS, Amorrortu RP, Balliu J, Vijayan L, Naqvi SMH, Zhao Y, Parab K, McKay-Chopin S, Gheit T, Tommasino M. Cutaneous Viral Infections Across 2 Anatomic Sites Among a Cohort of Patients Undergoing Skin Cancer Screening. J Infect Dis 2019; 219:711-722. [PMID: 30260406 DOI: 10.1093/infdis/jiy577] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 09/21/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Findings from previous studies of cutaneous human papillomavirus (cuHPV) infection and keratinocyte carcinomas have varied due to several factors, including use of different sample types for cuHPV DNA detection. Elucidating the relationship between cuHPV infection in eyebrow hairs (EBHs) and skin swabs (SSWs) is critical for advancing the design of future studies. METHODS DNA corresponding to 46 β-HPV and 52 γ-HPV types was measured in EBHs and SSWs obtained from 370 individuals undergoing routine skin cancer screening examinations. RESULTS Prevalence of β-HPV/γ-HPV was 92%/84% and 73%/43% in SSWs and EBHs, respectively, with 71%/39% of patients testing positive for β-HPV/γ-HPV in both sample types. Number of cuHPV types detected and degree of infection were correlated across SSWs and EBHs. When the EBH was positive for a given β-HPV/γ-HPV type, the SSW was positive for that same type 81%/72% of the time. CONCLUSIONS Testing SSWs captures more cuHPV infection than EBHs, with EBH infections usually representing a subset of SSW infections. The importance of optimizing sensitivity of cuHPV infection detection using SSWs vs specificity using EBHs (or a combination of the 2) will be ascertained in an ongoing cohort study investigating cuHPV associations with subsequent keratinocyte carcinomas.
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Affiliation(s)
- Dana E Rollison
- Department of Cancer Epidemiology, Tampa, Florida.,Center for Immunization and Infection Research in Cancer, Tampa, Florida
| | - Michael J Schell
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, Florida
| | - Neil A Fenske
- Department of Dermatology and Cutaneous Surgery, University of South Florida College of Medicine, Tampa, Florida
| | - Basil Cherpelis
- Department of Dermatology and Cutaneous Surgery, University of South Florida College of Medicine, Tampa, Florida
| | - Jane L Messina
- Department of Dermatology and Cutaneous Surgery, University of South Florida College of Medicine, Tampa, Florida.,Department of Anatomic Pathology, Tampa, Florida.,Department of Cutaneous Oncology, Tampa, Florida
| | - Anna R Giuliano
- Center for Immunization and Infection Research in Cancer, Tampa, Florida
| | | | | | | | | | | | | | - Yayi Zhao
- Department of Cancer Epidemiology, Tampa, Florida
| | | | - Sandrine McKay-Chopin
- Infections and Cancer Biology Group, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Tarik Gheit
- Infections and Cancer Biology Group, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Massimo Tommasino
- Infections and Cancer Biology Group, International Agency for Research on Cancer, World Health Organization, Lyon, France
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15
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Li X, Lau SKP, Woo PCY. Molecular characterisation of emerging pathogens of unexplained infectious disease syndromes. Expert Rev Mol Diagn 2019; 19:839-848. [PMID: 31385539 DOI: 10.1080/14737159.2019.1651200] [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: 10/26/2022]
Abstract
Introduction: The discoveries of HIV and Helicobacter pylori in the 1980s were landmarks in identification of novel pathogens causing unexplained infectious syndromes using conventional microbiological technologies. In the last few decades, advancement of molecular technologies has provided us with more robust tools to expand our armamentarium in this microbial hunting process. Areas covered: In this article, we give a brief overview of the most important molecular technologies we use for identification of emerging microbes associated with unexplained infectious syndromes, including 16S rRNA and other conserved targets sequencing for bacteria, internal transcribed spacer (ITS) and other target gene sequencing for fungi, polymerase and other gene sequencing for viruses, as well as deep sequencing. Then, we use several representative examples to illustrate how these techniques have been used for the discoveries of a few notable bacterial, fungal and viral pathogens associated with unexplained infectious syndromes in the last 20-30 years. Expert opinion: In the past and present, characterization of emerging pathogens of unexplained infectious disease syndromes has relied on a combination of conventional culture- and phenotype-based technologies and nucleic acid amplification and sequencing. In the next era, we envisage more widespread adoption of next generation technologies that can detect both known and previously undescribed pathogens.
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Affiliation(s)
- Xin Li
- Department of Microbiology, The University of Hong Kong , Hong Kong , China
| | - Susanna K P Lau
- Department of Microbiology, The University of Hong Kong , Hong Kong , China.,State Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong , Hong Kong , China.,Carol Yu Centre for Infection, The University of Hong Kong , Hong Kong , China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Zhejiang University , Hangzhou , China
| | - Patrick C Y Woo
- Department of Microbiology, The University of Hong Kong , Hong Kong , China.,State Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong , Hong Kong , China.,Carol Yu Centre for Infection, The University of Hong Kong , Hong Kong , China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Zhejiang University , Hangzhou , China
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16
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Watkins JC, Yang E, Crum CP, Herfs M, Gheit T, Tommasino M, Nucci MR. Classic Vulvar Intraepithelial Neoplasia With Superimposed Lichen Simplex Chronicus: A Unique Variant Mimicking Differentiated Vulvar Intraepithelial Neoplasia. Int J Gynecol Pathol 2019; 38:175-182. [PMID: 29750709 DOI: 10.1097/pgp.0000000000000509] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
High-grade vulvar intraepithelial neoplasia, a precursor lesion to vulvar squamous cell carcinoma, is subdivided into 2 types, classic or usual vulvar intraepithelial neoplasia (CVIN) and differentiated vulvar intraepithelial neoplasia (DVIN). CVIN, which is a human papilloma virus (HPV)-dependent lesion, is typically distinguished from DVIN, a p53 mutation-dependent process, by its distinct histomorphologic and immunohistochemical characteristics. However, distinguishing between the 2 entities becomes challenging in cases of CVIN with superimposed inflammatory changes, especially lichen simplex chronicus (LSC). Twelve cases of DVIN, 9 cases of LSC, and 9 cases of CVIN with superimposed LSC were assessed for a number of morphologic features, including hyperkeratosis, hypergranulosis, acanthosis, hypercellularity, abnormal maturation (i.e. abnormal keratinization close to the base and/or dyskeratosis), hyperchromasia, and basal atypia. Immunohistochemistry for p53, p16, and MIB-1 was performed for all cases. When sufficient tissue was available, HPV genotyping was performed for cases of CVIN with superimposed LSC. DVIN uniformly demonstrated abnormal maturation, and atypia involving the basal cell layer; they were all p16 negative and demonstrated p53 positivity of moderate to strong intensity in a basal and parabasal distribution. CVIN with superimposed LSC frequently displayed hyperchromasia involving the basal 3 to 4 cell layers, basal to full-thickness atypia, and apoptosis. CVIN with superimposed LSC demonstrated intense p16 positivity extending from the basal cells to the mid-epithelium and a reduction or loss of staining in maturing keratinocytes. P53 staining revealed a unique pattern of parabasal and mid-epithelial weak to moderate staining with sparing of the basal layer. Cases of LSC demonstrated heterogenous p53 positivity and were negative for p16. MIB-1 staining showed a similar range of positivity for all diagnoses. HPV genotyping revealed HPV 16 in all 5 cases of CVIN with LSC that underwent testing. We conclude that, although CVIN with superimposed LSC can closely resemble DVIN, morphologic features such as nuclear hyperchromasia uniformly involving the basal 3 to 4 cell layers, apoptosis, and absent or less pronounced cytoplasmic maturation are more suggestive of CVIN with superimposed LSC. In cases where the morphology remains ambiguous, immunohistochemistry for both p16 and p53 can be helpful. In particular, p53 parabasal and mid-epithelial staining without involvement of the basal layer appears to be a characteristic finding in CVIN with superimposed LSC. MIB-1 staining is of little utility in distinguishing between these entities and should not be routinely performed.
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Affiliation(s)
- Jaclyn C Watkins
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (J.C.W., C.P.C., M.R.N.) Stanford University Hospital, Palo Alto, California (E.Y.) Laboratory of Experimental Pathology, GIGA-Cancer, University of Liege, Liege, Belgium (M.H.) Infections and Cancer Biology Group, International Agency for Research on Cancer, Lyon, France (T.G., M.T.)
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17
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Chen L, Gu W, Liu C, Wang W, Li N, Chen Y, Lu C, Sun X, Han Y, Kuang D, Tong P, Dai J. Characteristics of the tree shrew gut virome. PLoS One 2019; 14:e0212774. [PMID: 30807598 PMCID: PMC6391014 DOI: 10.1371/journal.pone.0212774] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 02/08/2019] [Indexed: 12/15/2022] Open
Abstract
The tree shrew (Tupaia belangeri) has been proposed as an alternative laboratory animal to primates in biomedical research in recent years. However, characteristics of the tree shrew gut virome remain unclear. In this study, the metagenomic analysis method was used to identify the features of gut virome from fecal samples of this animal. Results showed that 5.80% of sequence reads in the libraries exhibited significant similarity to sequences deposited in the viral reference database (NCBI non-redundant nucleotide databases, viral protein databases and ACLAME database), and these reads were further classified into three major orders: Caudovirales (58.0%), Picornavirales (16.0%), and Herpesvirales (6.0%). Siphoviridae (46.0%), Myoviridae (45.0%), and Podoviridae (8.0%) comprised most Caudovirales. Picornaviridae (99.9%) and Herpesviridae (99.0%) were the primary families of Picornavirales and Herpesvirales, respectively. According to the host types and nucleic acid classifications, all of the related viruses in this study were divided into bacterial phage (61.83%), animal-specific virus (34.50%), plant-specific virus (0.09%), insect-specific virus (0.08%) and other viruses (3.50%). The dsDNA virus accounted for 51.13% of the total, followed by ssRNA (33.51%) and ssDNA virus (15.36%). This study provides an initial understanding of the community structure of the gut virome of tree shrew and a baseline for future tree shrew virus investigation.
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Affiliation(s)
- Linxia Chen
- Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development on Severe Infectious Diseases, Yunnan Innovation Team of Standardization and Application Research in Tree Shrew, Kunming, China
- Department of Pathogenic Biology, School of Basic Medical Science, Gannan Medical University, Ganzhou, China
| | - Wenpeng Gu
- Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development on Severe Infectious Diseases, Yunnan Innovation Team of Standardization and Application Research in Tree Shrew, Kunming, China
- Department of Acute Infectious Diseases Control and Prevention, Yunnan Provincial Centre for Disease Control and Prevention, Kunming, China
| | - Chenxiu Liu
- Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development on Severe Infectious Diseases, Yunnan Innovation Team of Standardization and Application Research in Tree Shrew, Kunming, China
| | - Wenguang Wang
- Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development on Severe Infectious Diseases, Yunnan Innovation Team of Standardization and Application Research in Tree Shrew, Kunming, China
| | - Na Li
- Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development on Severe Infectious Diseases, Yunnan Innovation Team of Standardization and Application Research in Tree Shrew, Kunming, China
| | - Yang Chen
- MOE Key Laboratory of Bioinformatics and Bioinformatics Division, Center for Synthetic and System Biology, TNLIST/Department of Automation, Tsinghua University, Beijing, China
| | - Caixia Lu
- Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development on Severe Infectious Diseases, Yunnan Innovation Team of Standardization and Application Research in Tree Shrew, Kunming, China
| | - Xiaomei Sun
- Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development on Severe Infectious Diseases, Yunnan Innovation Team of Standardization and Application Research in Tree Shrew, Kunming, China
| | - Yuanyuan Han
- Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development on Severe Infectious Diseases, Yunnan Innovation Team of Standardization and Application Research in Tree Shrew, Kunming, China
| | - Dexuan Kuang
- Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development on Severe Infectious Diseases, Yunnan Innovation Team of Standardization and Application Research in Tree Shrew, Kunming, China
| | - Pinfen Tong
- Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development on Severe Infectious Diseases, Yunnan Innovation Team of Standardization and Application Research in Tree Shrew, Kunming, China
| | - Jiejie Dai
- Center of Tree Shrew Germplasm Resources, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Yunnan Key Laboratory of Vaccine Research and Development on Severe Infectious Diseases, Yunnan Innovation Team of Standardization and Application Research in Tree Shrew, Kunming, China
- * E-mail:
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18
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Takhampunya R, Korkusol A, Pongpichit C, Yodin K, Rungrojn A, Chanarat N, Promsathaporn S, Monkanna T, Thaloengsok S, Tippayachai B, Kumfao N, Richards AL, Davidson SA. Metagenomic Approach to Characterizing Disease Epidemiology in a Disease-Endemic Environment in Northern Thailand. Front Microbiol 2019; 10:319. [PMID: 30863381 PMCID: PMC6399164 DOI: 10.3389/fmicb.2019.00319] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2018] [Accepted: 02/06/2019] [Indexed: 02/01/2023] Open
Abstract
In this study, we used a metagenomic approach to analyze bacterial communities from diverse populations (humans, animals, and vectors) to investigate the role of these microorganisms as causative agents of disease in human and animal populations. Wild rodents and ectoparasites were collected from 2014 to 2018 in Nan province, Thailand where scrub typhus is highly endemic. Samples from undifferentiated febrile illness (UFI) patients were obtained from a local hospital. A total of 200 UFI patient samples were obtained and 309 rodents and 420 pools of ectoparasites were collected from rodents (n = 285) and domestic animals (n = 135). The bacterial 16S rRNA gene was amplified and sequenced with the Illumina. Real-time PCR and Sanger sequencing were used to confirm the next-generation sequencing (NGS) results and to characterize pathogen species. Several pathogens were detected by NGS in all populations studied and the most common pathogens identified included Bartonella spp., Rickettsia spp., Leptospira spp., and Orientia tsutsugamushi. Interestingly, Anaplasma spp. was detected in patient, rodent and tick populations, although they were not previously known to cause human disease from this region. Candidatus Neoehrlichia, Neorickettsia spp., Borrelia spp., and Ehrlichia spp. were detected in rodents and their associated ectoparasites. The same O. tsutsugamushi genotypes were shared among UFI patients, rodents, and chiggers in a single district indicating that the chiggers found on rodents were also likely responsible for transmitting to people. Serological testing using immunofluorescence assays in UFI samples showed high prevalence (IgM/IgG) of Rickettsia and Orientia pathogens, most notably among samples collected during September–November. Additionally, a higher number of seropositive samples belonged to patients in the working age population (20–60 years old). The results presented in this study demonstrate that the increased risk of human infection or exposure to chiggers and their associated pathogen (O. tsutsugamushi) resulted in part from two important factors; working age group and seasons for rice cultivation and harvesting. Evidence of pathogen exposure was shown to occur as there was seropositivity (IgG) in UFI patients for bartonellosis as well as for anaplasmosis. Using a metagenomic approach, this study demonstrated the circulation and transmission of several pathogens in the environment, some of which are known causative agents of illness in human populations.
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Affiliation(s)
- Ratree Takhampunya
- Department of Entomology, US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences (USAMD-AFRIMS), Bangkok, Thailand
| | - Achareeya Korkusol
- Department of Entomology, US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences (USAMD-AFRIMS), Bangkok, Thailand
| | | | | | - Artharee Rungrojn
- Department of Entomology, US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences (USAMD-AFRIMS), Bangkok, Thailand
| | - Nitima Chanarat
- Department of Entomology, US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences (USAMD-AFRIMS), Bangkok, Thailand
| | - Sommai Promsathaporn
- Department of Entomology, US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences (USAMD-AFRIMS), Bangkok, Thailand
| | - Taweesak Monkanna
- Department of Entomology, US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences (USAMD-AFRIMS), Bangkok, Thailand
| | - Sasikanya Thaloengsok
- Department of Entomology, US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences (USAMD-AFRIMS), Bangkok, Thailand
| | - Bousaraporn Tippayachai
- Department of Entomology, US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences (USAMD-AFRIMS), Bangkok, Thailand
| | | | - Allen L Richards
- Viral and Rickettsial Diseases Department, Naval Medical Research Center, Silver Spring, MD, United States
| | - Silas A Davidson
- Department of Entomology, US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences (USAMD-AFRIMS), Bangkok, Thailand
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Kerge S, Vuorinen J, Hurme S, Soukka T, Gheit T, Tommasino M, Syrjänen S, Rautava J. Benign proliferative epithelial lesions of oral mucosa are infrequently associated with α-, β-, or γ human papillomaviruses. Laryngoscope Investig Otolaryngol 2019; 4:43-48. [PMID: 30828618 PMCID: PMC6383307 DOI: 10.1002/lio2.222] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Revised: 09/20/2018] [Accepted: 10/03/2018] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Oral papillomas and verruca vulgaris have been associated with human papillomavirus (HPV) infection. However, approximately half of these have remained HPV-negative when tested for mucosal HPV genotypes. In this study, we evaluated presence of α-, β-, and γ-HPVs in benign papillary and verrucous lesions. METHODS Eighty-three clinical lesions with suspected HPV etiology were analyzed for HPV types of genus α (n = 24), β (n = 46), and γ (n = 52). Immunohistochemistry was used for p16 as a possible surrogate marker of high-risk HPV, accompanied by Ki-67 proliferation marker. RESULTS Altogether, α-HPVs were detected in 6.4%, β-HPVs in 2.4%, and γ-HPV in 4.8%. The following genotypes were identified: HPV6, 8, 11, 16, 22, 161, and 170. Neither Ki-67 nor p16 positivity alone were associated with HPV but combined staining showed significant inverse association (P = .042). CONCLUSION HPV infection is found only in a minority of benign verrucous and papillary oral lesions, with the predominance of α-HPVs. LEVEL OF EVIDENCE 4.
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Affiliation(s)
- Sirli Kerge
- Department of Oral DiseasesTurku University HospitalTurkuFinland
| | - Jessi Vuorinen
- Department of Oral PathologyUniversity of TurkuTurkuFinland
| | - Saija Hurme
- Department of BiostatisticsUniversity of TurkuTurkuFinland
| | - Tero Soukka
- Department of Oral DiseasesTurku University HospitalTurkuFinland
| | - Tarik Gheit
- Infections and Cancer Biology GroupInternational Agency for Research on CancerLyonFrance
| | - Massimo Tommasino
- Infections and Cancer Biology GroupInternational Agency for Research on CancerLyonFrance
| | - Stina Syrjänen
- Department of PathologyTurku University HospitalTurkuFinland
- Department of Oral PathologyUniversity of TurkuTurkuFinland
| | - Jaana Rautava
- Department of PathologyTurku University HospitalTurkuFinland
- Department of Oral PathologyUniversity of TurkuTurkuFinland
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20
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Methods in Metagenomics and Environmental Biotechnology. NANOSCIENCE AND BIOTECHNOLOGY FOR ENVIRONMENTAL APPLICATIONS 2019. [DOI: 10.1007/978-3-319-97922-9_4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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21
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Zhang D, Lou X, Yan H, Pan J, Mao H, Tang H, Shu Y, Zhao Y, Liu L, Li J, Chen J, Zhang Y, Ma X. Metagenomic analysis of viral nucleic acid extraction methods in respiratory clinical samples. BMC Genomics 2018; 19:773. [PMID: 30359242 PMCID: PMC6202819 DOI: 10.1186/s12864-018-5152-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 10/09/2018] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Numerous protocols for viral enrichment and genome amplification have been created. However, the direct identification of viral genomes from clinical specimens using next-generation sequencing (NGS) still has its challenges. As a selected viral nucleic acid extraction method may determine the sensitivity and reliability of NGS, it is still valuable to evaluate the extraction efficiency of different extraction kits using clinical specimens directly. RESULTS In this study, we performed qRT-PCR and viral metagenomic analysis of the extraction efficiency of four commonly used Qiagen extraction kits: QIAamp Viral RNA Mini Kit (VRMK), QIAamp MinElute Virus Spin Kit (MVSK), RNeasy Mini Kit (RMK), and RNeasy Plus Micro Kit (RPMK), using a mixed respiratory clinical sample without any pre-treatment. This sample contained an adenovirus (ADV), influenza virus A (Flu A), human parainfluenza virus 3 (PIV3), human coronavirus OC43 (OC43), and human metapneumovirus (HMPV). The quantity and quality of the viral extracts were significantly different among these kits. The highest threshold cycle(Ct)values for ADV and OC43 were obtained by using the RPMK. The MVSK had the lowest Ct values for ADV and PIV3. The RMK revealed the lowest detectability for HMPV and PIV3. The most effective rate of NGS data at 67.47% was observed with the RPMK. The other three kits ranged between 12.1-26.79% effectiveness rates for the NGS data. Most importantly, compared to the other three kits the highest proportion of non-host reads was obtained by the RPMK. The MVSK performed best with the lowest Ct value of 20.5 in the extraction of ADV, while the RMK revealed the best extraction efficiency by NGS analysis. CONCLUSIONS The evaluation of viral nucleic acid extraction efficiency is different between NGS and qRT-PCR analysis. The RPMK was most applicable for the metagenomic analysis of viral RNA and enabled more sensitive identification of the RNA virus genome in respiratory clinical samples. In addition, viral RNA extraction kits were also applicable for metagenomic analysis of the DNA virus. Our results highlighted the importance of nucleic acid extraction kit selection, which has a major impact on the yield and number of viral reads by NGS analysis. Therefore, the choice of extraction method for a given viral pathogen needs to be carefully considered.
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Affiliation(s)
- Dan Zhang
- Key Laboratory for Medical Virology, National Health and Family Planning Commission, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Changping District, Beijing, 102206, China.,Institute of Microbiology, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, 310051, China
| | - Xiuyu Lou
- Institute of Microbiology, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, 310051, China
| | - Hao Yan
- Institute of Microbiology, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, 310051, China
| | - Junhang Pan
- Institute of Microbiology, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, 310051, China
| | - Haiyan Mao
- Institute of Microbiology, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, 310051, China
| | - Hongfeng Tang
- Department of Pathology, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310013, China
| | - Yan Shu
- Department of Pathology, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310013, China
| | - Yun Zhao
- Department of Pathology, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310013, China
| | - Lei Liu
- Department of Pathology, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310013, China
| | - Junping Li
- Department of Pathology, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310013, China
| | - Jiang Chen
- College Of Medical Technology, Zhejiang Chinese Medical University, Hangzhou, 310013, China
| | - Yanjun Zhang
- Institute of Microbiology, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, 310051, China.
| | - Xuejun Ma
- Key Laboratory for Medical Virology, National Health and Family Planning Commission, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Changping District, Beijing, 102206, China.
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22
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Garretto A, Thomas-White K, Wolfe AJ, Putonti C. Detecting viral genomes in the female urinary microbiome. J Gen Virol 2018; 99:1141-1146. [PMID: 29889019 PMCID: PMC6171713 DOI: 10.1099/jgv.0.001097] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2018] [Accepted: 05/26/2018] [Indexed: 12/17/2022] Open
Abstract
Viruses are the most abundant component of the human microbiota. Recent evidence has uncovered a rich diversity of viruses within the female bladder, including both bacteriophages and eukaryotic viruses. We conducted whole-genome sequencing of the bladder microbiome of 30 women: 10 asymptomatic 'healthy' women and 20 women with an overactive bladder. These metagenomes include sequences representative of human, bacterial and viral DNA. This analysis, however, focused specifically on viral sequences. Using the bioinformatic tool virMine, we discovered sequence fragments, as well as complete genomes, of bacteriophages and the eukaryotic virus JC polyomavirus. The method employed here is a critical proof of concept: the genomes of viral populations within the low-biomass bladder microbiota can be reconstructed through whole-genome sequencing of the entire microbial community.
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Affiliation(s)
- Andrea Garretto
- Bioinformatics Program, Loyola University Chicago, Chicago, IL, USA
| | - Krystal Thomas-White
- Department of Microbiology and Immunology, Loyola University Chicago, Maywood, IL, USA
- Present address: 325 Sharon Park Dr, Suite 522, Menlo Park, CA, USA
| | - Alan J. Wolfe
- Department of Microbiology and Immunology, Loyola University Chicago, Maywood, IL, USA
| | - Catherine Putonti
- Bioinformatics Program, Loyola University Chicago, Chicago, IL, USA
- Department of Microbiology and Immunology, Loyola University Chicago, Maywood, IL, USA
- Department of Biology, Loyola University Chicago, Chicago, IL, USA
- Department of Computer Science, Loyola University Chicago, Chicago, IL, USA
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23
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Beta and gamma human papillomaviruses in anal and genital sites among men: prevalence and determinants. Sci Rep 2018; 8:8241. [PMID: 29844517 PMCID: PMC5974254 DOI: 10.1038/s41598-018-26589-w] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 04/05/2018] [Indexed: 02/08/2023] Open
Abstract
Data regarding the anogenital distribution of and type-specific concordance for cutaneous β- and γ-HPV types in men who have sex with women is limited and geographically narrow. Knowledge of determinants of anogenital detection of cutaneous HPV types in different regions is needed for better understanding of the natural history and transmission dynamics of HPV, and its potential role in the development of anogenital diseases. Genital and anal canal samples obtained from 554 Russian men were screened for 43 β-HPVs and 29 γ-HPVs, using a multiplex PCR combined with Luminex technology. Both β- and γ-HPVs were more prevalent in the anal (22.8% and 14.1%) samples than in the genital (16.8% and 12.3%) samples. Low overall and type-specific concordance for β-HPVs (3.5% and 1.1%) and γ-HPVs (1.3% and 0.6%) were observed between genital and anal samples. HIV-positive men had higher anal β- (crude OR = 12.2, 95% CI: 5.3–28.1) and γ-HPV (crude OR = 7.2, 95% CI: 3.3–15.4) prevalence than HIV-negative men. Due to the lack of genital samples from the HIV-positive men, no comparison was possible for HIV status in genital samples. The lack of type-specific positive concordance between genital and anal sites for cutaneous β- and γ-HPV types in heterosexual men posits the needs for further studies on transmission routes to discriminate between contamination and true HPV infection. HIV-positive status may favor the anal acquisition or modify the natural history of cutaneous HPV types.
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24
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Escobar-Escamilla N, Ramírez-González JE, Castro-Escarpulli G, Díaz-Quiñonez JA. Utility of high-throughput DNA sequencing in the study of the human papillomaviruses. Virus Genes 2017; 54:17-24. [PMID: 29282656 DOI: 10.1007/s11262-017-1530-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Accepted: 12/19/2017] [Indexed: 11/28/2022]
Abstract
The Papillomaviridae family is probably the most diverse group of viruses that affect vertebrates. The study of the relationship between infection by certain types of human papillomavirus (HPV) and the development of neoplastic epithelial lesions is of particular interest because of the high prevalence of HPV-related carcinomas in populations of developing countries. To understand the mechanisms of infection and their association with different clinical manifestations, molecular tools play an important role in the description of new types of HPV, the characterization of effector properties of the viral factors, the specific diagnosis and monitoring of HPV types, and the alteration patterns at genetic level in the host. Technological advances in the field of DNA sequencing have led to the development of different next-generation sequencing systems, allowing obtaining a large amount of data and broadening the applications to study viral diseases. In this review, we summarize the main approaches and their perspectives where the use of massively parallel sequencing has been proved as a useful tool in the research of the HPV infection.
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Affiliation(s)
- Noé Escobar-Escamilla
- Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Mexico City, Mexico.,Instituto de Diagnóstico y Referencia Epidemiológicos (InDRE) "Dr. Manuel Martínez Báez", Secretaría de Salud, Mexico City, Mexico
| | - José Ernesto Ramírez-González
- Instituto de Diagnóstico y Referencia Epidemiológicos (InDRE) "Dr. Manuel Martínez Báez", Secretaría de Salud, Mexico City, Mexico
| | | | - José Alberto Díaz-Quiñonez
- Instituto de Diagnóstico y Referencia Epidemiológicos (InDRE) "Dr. Manuel Martínez Báez", Secretaría de Salud, Mexico City, Mexico.,División de Estudios de Posgrado, Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
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25
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Di Bonito P, Iaconelli M, Gheit T, Tommasino M, Della Libera S, Bonadonna L, La Rosa G. Detection of oncogenic viruses in water environments by a Luminex-based multiplex platform for high throughput screening of infectious agents. WATER RESEARCH 2017; 123:549-555. [PMID: 28704770 DOI: 10.1016/j.watres.2017.06.088] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Revised: 06/22/2017] [Accepted: 06/23/2017] [Indexed: 05/27/2023]
Abstract
Recent studies documented the detection of viruses strongly associated with human cancer in urban sewages and other water environments worldwide. The aim of this study was to estimate the occurrence of human oncogenic viruses in environmental samples (sewage, river, marine, and pool/spa water) using highly sensitive and specific multiplex bead-based assays (Luminex technology). A total of 33 samples were analysed for 140 oncogenic viral agents, including mucosal and cutaneous human papillomaviruses (HPVs), human polyomaviruses (HPyV), human herpesviruses (HHV) and mouse mammary tumour virus (MMTV). Eighty-eight percent of the samples tested positive for at least one viral pathogen and the simultaneous presence of more than one virus was frequent (mean number of positivities/sample = 3.03). A total of 30 different Alpha, Beta and Gamma HPVs were detected, including mucosal and cutaneous types. The high-risk type HPV16 was the most frequently detected virus, identified in 73% of the samples. Of the 12 HPyVs tested, only two (BKPyV and MCPyV) were detected. At least one of these two was present in 48% of the samples. MMTV was detected in 21% of the samples, while herpesviruses - HHV-6 and HHV-1 - were detected in two samples (6%). The present study is the first to provide a comprehensive picture of the occurrence of oncogenic viruses belonging to different families and species in diverse water environments, and the first to successfully use, in environmental samples, a Luminex-based multiplex platform for high throughput screening of infectious agents. Our findings, showing that oncogenic viruses are ubiquitous in water environments, pave the way for future studies on the fate of these pathogens in water environments as well as on their potential for transmission via the waterborne route.
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Affiliation(s)
- P Di Bonito
- Department of Infectious Diseases, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy
| | - M Iaconelli
- Department of Environment and Health, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy
| | - T Gheit
- International Agency for Research on Cancer, 69372 Lyon Cedex 08, France
| | - M Tommasino
- International Agency for Research on Cancer, 69372 Lyon Cedex 08, France
| | - S Della Libera
- Department of Environment and Health, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy
| | - L Bonadonna
- Department of Environment and Health, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy
| | - G La Rosa
- Department of Environment and Health, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy.
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26
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Lewandowska DW, Zagordi O, Geissberger FD, Kufner V, Schmutz S, Böni J, Metzner KJ, Trkola A, Huber M. Optimization and validation of sample preparation for metagenomic sequencing of viruses in clinical samples. MICROBIOME 2017; 5:94. [PMID: 28789678 PMCID: PMC5549297 DOI: 10.1186/s40168-017-0317-z] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 07/25/2017] [Indexed: 05/18/2023]
Abstract
BACKGROUND Sequence-specific PCR is the most common approach for virus identification in diagnostic laboratories. However, as specific PCR only detects pre-defined targets, novel virus strains or viruses not included in routine test panels will be missed. Recently, advances in high-throughput sequencing allow for virus-sequence-independent identification of entire virus populations in clinical samples, yet standardized protocols are needed to allow broad application in clinical diagnostics. Here, we describe a comprehensive sample preparation protocol for high-throughput metagenomic virus sequencing using random amplification of total nucleic acids from clinical samples. RESULTS In order to optimize metagenomic sequencing for application in virus diagnostics, we tested different enrichment and amplification procedures on plasma samples spiked with RNA and DNA viruses. A protocol including filtration, nuclease digestion, and random amplification of RNA and DNA in separate reactions provided the best results, allowing reliable recovery of viral genomes and a good correlation of the relative number of sequencing reads with the virus input. We further validated our method by sequencing a multiplexed viral pathogen reagent containing a range of human viruses from different virus families. Our method proved successful in detecting the majority of the included viruses with high read numbers and compared well to other protocols in the field validated against the same reference reagent. Our sequencing protocol does work not only with plasma but also with other clinical samples such as urine and throat swabs. CONCLUSIONS The workflow for virus metagenomic sequencing that we established proved successful in detecting a variety of viruses in different clinical samples. Our protocol supplements existing virus-specific detection strategies providing opportunities to identify atypical and novel viruses commonly not accounted for in routine diagnostic panels.
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Affiliation(s)
- Dagmara W Lewandowska
- Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Osvaldo Zagordi
- Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | | | - Verena Kufner
- Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Stefan Schmutz
- Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Jürg Böni
- Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Karin J Metzner
- Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Rämistrasse 100, 8091, Zurich, Switzerland
| | - Alexandra Trkola
- Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Michael Huber
- Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland.
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27
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Smelov V, Hanisch R, McKay-Chopin S, Sokolova O, Eklund C, Komyakov B, Gheit T, Tommasino M. Prevalence of cutaneous beta and gamma human papillomaviruses in the anal canal of men who have sex with women. PAPILLOMAVIRUS RESEARCH 2017; 3:66-72. [PMID: 28720458 PMCID: PMC5883282 DOI: 10.1016/j.pvr.2017.02.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Revised: 12/19/2016] [Accepted: 02/13/2017] [Indexed: 12/15/2022]
Abstract
Background Data regarding anal cutaneous HPV detection among HIV-positive and HIV-negative persons largely relies on studies among men who have sex with men in limited geographical settings. Understanding the distribution, determinants, and potential human health effects of anal cutaneous HPV types among men who have sex with women (MSW) is important. Methods Anal canal swab samples from 415 Russian MSW (384 HIV-negative and 31 HIV-positive) were tested for 43 β-HPVs and 29 γ-HPVs, using a multiplex PCR combined with Luminex technology. Results β-HPV was detected in 24.4% and γ-HPV in 15.9% of anal samples of all Russian MSW. In total, 34 β-HPV and 19 γ-HPV types were detected, with the most commonly detected β-HPV types being 110, 22 and 124 and the most common γ-HPV types being 95, 132 and 50. For both genera, being HIV-positive at the time of testing was a significant determinant of detection (74.2% for β-HPVs and 48.4% for γ-HPVs compared to 20.1% and 12.5% in HIV-negative MSW, respectively). Conclusions A wide spectrum and moderate prevalence of anal β-HPV and γ-HPV types was found in our MSW study sample, suggesting that routes other than penile-anal intercourse may be important in cutaneous HPV transmission. β and γ HPV types commonly colonize the anal canal of MSW, but their geographical variation in prevalence could be wide. HIV-positive men were more likely to have both genera of HPV types detected. Routes other than penile-anal intercourse may be important in cutaneous HPV transmission.
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Affiliation(s)
- Vitaly Smelov
- Infections and Cancer Biology Group, International Agency for Research on Cancer, World Health Organization, Lyon, France; Screening Group, International Agency for Research on Cancer, World Health Organization, Lyon, France; Department of Urology, North-Western State Medical University named after I.I. Mechnikov, St. Petersburg, Russia; Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden.
| | - Rachel Hanisch
- Section of Environment and Radiation, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Sandrine McKay-Chopin
- Infections and Cancer Biology Group, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Olga Sokolova
- Faculty of Medicine, St. Petersburg State University, St. Petersburg, Russia; Clinical Infectious Diseases Hospital named after S.P. Botkin,, St. Petersburg, Russia
| | - Carina Eklund
- Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Boris Komyakov
- Department of Urology, North-Western State Medical University named after I.I. Mechnikov, St. Petersburg, Russia
| | - Tarik Gheit
- Infections and Cancer Biology Group, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Massimo Tommasino
- Infections and Cancer Biology Group, International Agency for Research on Cancer, World Health Organization, Lyon, France
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28
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Navaneetharaja N, Griffiths V, Wileman T, Carding SR. A Role for the Intestinal Microbiota and Virome in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS)? J Clin Med 2016; 5:E55. [PMID: 27275835 PMCID: PMC4929410 DOI: 10.3390/jcm5060055] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Revised: 05/23/2016] [Accepted: 05/31/2016] [Indexed: 02/06/2023] Open
Abstract
Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a heterogeneous disorder of significant societal impact that is proposed to involve both host and environmentally derived aetiologies that may be autoimmune in nature. Immune-related symptoms of at least moderate severity persisting for prolonged periods of time are common in ME/CFS patients and B cell depletion therapy is of significant therapeutic benefit. The origin of these symptoms and whether it is infectious or inflammatory in nature is not clear, with seeking evidence of acute or chronic virus infections contributing to the induction of autoimmune processes in ME/CFS being an area of recent interest. This article provides a comprehensive review of the current evidence supporting an infectious aetiology for ME/CFS leading us to propose the novel concept that the intestinal microbiota and in particular members of the virome are a source of the "infectious" trigger of the disease. Such an approach has the potential to identify disease biomarkers and influence therapeutics, providing much-needed approaches in preventing and managing a disease desperately in need of confronting.
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Affiliation(s)
- Navena Navaneetharaja
- The Gut Health and Food Safety Research Programme, The Institute of Food Research, University of East Anglia, Norwich NR4 7UA, UK.
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK.
| | - Verity Griffiths
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK.
| | - Tom Wileman
- The Gut Health and Food Safety Research Programme, The Institute of Food Research, University of East Anglia, Norwich NR4 7UA, UK.
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK.
| | - Simon R Carding
- The Gut Health and Food Safety Research Programme, The Institute of Food Research, University of East Anglia, Norwich NR4 7UA, UK.
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK.
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Metagenomic Human Repiratory Air in a Hospital Environment. PLoS One 2015; 10:e0139044. [PMID: 26431488 PMCID: PMC4592066 DOI: 10.1371/journal.pone.0139044] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 09/07/2015] [Indexed: 01/22/2023] Open
Abstract
Hospital-acquired infection (HAI) or nosocomial infection is an issue that frequent hospital environment. We believe conventional regulated Petri dish method is insufficient to evaluate HAI. To address this problem, metagenomic sequencing was applied to screen airborne microbes in four rooms of Beijing Hospital. With air-in amount of sampler being setup to one person’s respiration quantity, metagenomic sequencing identified huge numbers of species in the rooms which had already qualified widely accepted petridish exposing standard, imposing urgency for new technology. Meanwhile,the comparative culture only got small portion of recovered species and remain blind for even cultivable pathogens reminded us the limitations of old technologies. To the best of our knowledge, the method demonstrated in this study could be broadly applied in hospital indoor environment for various monitoring activities as well as HAI study. It is also potential as a transmissible pathogen real-time modelling system worldwide.
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Smits SL, Bodewes R, Ruiz-González A, Baumgärtner W, Koopmans MP, Osterhaus ADME, Schürch AC. Recovering full-length viral genomes from metagenomes. Front Microbiol 2015; 6:1069. [PMID: 26483782 PMCID: PMC4589665 DOI: 10.3389/fmicb.2015.01069] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Accepted: 09/17/2015] [Indexed: 12/17/2022] Open
Abstract
Infectious disease metagenomics is driven by the question: “what is causing the disease?” in contrast to classical metagenome studies which are guided by “what is out there?” In case of a novel virus, a first step to eventually establishing etiology can be to recover a full-length viral genome from a metagenomic sample. However, retrieval of a full-length genome of a divergent virus is technically challenging and can be time-consuming and costly. Here we discuss different assembly and fragment linkage strategies such as iterative assembly, motif searches, k-mer frequency profiling, coverage profile binning, and other strategies used to recover genomes of potential viral pathogens in a timely and cost-effective manner.
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Affiliation(s)
- Saskia L Smits
- Department of Viroscience, Erasmus Medical Center Rotterdam, Netherlands
| | - Rogier Bodewes
- Department of Viroscience, Erasmus Medical Center Rotterdam, Netherlands
| | - Aritz Ruiz-González
- Department of Zoology and Animal Cell Biology, University of the Basque Country (UPV/EHU) Vitoria-Gasteiz, Spain ; Systematics, Biogeography and Population Dynamics Research Group, Lascaray Research Center, University of the Basque Country (UPV/EHU) Vitoria-Gasteiz, Spain ; Conservation Genetics Laboratory, National Institute for Environmental Protection and Research Bologna, Italy
| | - Wolfgang Baumgärtner
- Department of Pathology, University of Veterinary Medicine Hannover Hannover, Germany
| | - Marion P Koopmans
- Department of Viroscience, Erasmus Medical Center Rotterdam, Netherlands ; Centre for Infectious Diseases Research, Diagnostics and Screening, National Institute for Public Health and the Environment Bilthoven, Netherlands
| | - Albert D M E Osterhaus
- Department of Viroscience, Erasmus Medical Center Rotterdam, Netherlands ; Center for Infection Medicine and Zoonoses Research Hannover, Germany
| | - Anita C Schürch
- Department of Viroscience, Erasmus Medical Center Rotterdam, Netherlands
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Investigation of Human Cancers for Retrovirus by Low-Stringency Target Enrichment and High-Throughput Sequencing. Sci Rep 2015; 5:13201. [PMID: 26285800 PMCID: PMC4541070 DOI: 10.1038/srep13201] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2015] [Accepted: 07/14/2015] [Indexed: 01/05/2023] Open
Abstract
Although nearly one fifth of all human cancers have an infectious aetiology, the causes for the majority of cancers remain unexplained. Despite the enormous data output from high-throughput shotgun sequencing, viral DNA in a clinical sample typically constitutes a proportion of host DNA that is too small to be detected. Sequence variation among virus genomes complicates application of sequence-specific, and highly sensitive, PCR methods. Therefore, we aimed to develop and characterize a method that permits sensitive detection of sequences despite considerable variation. We demonstrate that our low-stringency in-solution hybridization method enables detection of <100 viral copies. Furthermore, distantly related proviral sequences may be enriched by orders of magnitude, enabling discovery of hitherto unknown viral sequences by high-throughput sequencing. The sensitivity was sufficient to detect retroviral sequences in clinical samples. We used this method to conduct an investigation for novel retrovirus in samples from three cancer types. In accordance with recent studies our investigation revealed no retroviral infections in human B-cell lymphoma cells, cutaneous T-cell lymphoma or colorectal cancer biopsies. Nonetheless, our generally applicable method makes sensitive detection possible and permits sequencing of distantly related sequences from complex material.
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32
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From cultured to uncultured genome sequences: metagenomics and modeling microbial ecosystems. Cell Mol Life Sci 2015; 72:4287-308. [PMID: 26254872 PMCID: PMC4611022 DOI: 10.1007/s00018-015-2004-1] [Citation(s) in RCA: 77] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2015] [Revised: 07/23/2015] [Accepted: 07/28/2015] [Indexed: 12/30/2022]
Abstract
Microorganisms and the viruses that infect them are the most numerous biological entities on Earth and enclose its greatest biodiversity and genetic reservoir. With strength in their numbers, these microscopic organisms are major players in the cycles of energy and matter that sustain all life. Scientists have only scratched the surface of this vast microbial world through culture-dependent methods. Recent developments in generating metagenomes, large random samples of nucleic acid sequences isolated directly from the environment, are providing comprehensive portraits of the composition, structure, and functioning of microbial communities. Moreover, advances in metagenomic analysis have created the possibility of obtaining complete or nearly complete genome sequences from uncultured microorganisms, providing important means to study their biology, ecology, and evolution. Here we review some of the recent developments in the field of metagenomics, focusing on the discovery of genetic novelty and on methods for obtaining uncultured genome sequences, including through the recycling of previously published datasets. Moreover we discuss how metagenomics has become a core scientific tool to characterize eco-evolutionary patterns of microbial ecosystems, thus allowing us to simultaneously discover new microbes and study their natural communities. We conclude by discussing general guidelines and challenges for modeling the interactions between uncultured microorganisms and viruses based on the information contained in their genome sequences. These models will significantly advance our understanding of the functioning of microbial ecosystems and the roles of microbes in the environment.
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Donà MG, Gheit T, Latini A, Benevolo M, Torres M, Smelov V, McKay-Chopin S, Giglio A, Cristaudo A, Zaccarelli M, Tommasino M, Giuliani M. Alpha, beta and gamma Human Papillomaviruses in the anal canal of HIV-infected and uninfected men who have sex with men. J Infect 2015; 71:74-84. [PMID: 25698067 DOI: 10.1016/j.jinf.2015.02.001] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2014] [Revised: 01/30/2015] [Accepted: 02/10/2015] [Indexed: 02/06/2023]
Abstract
OBJECTIVES Anal infection by cutaneous Human Papillomaviruses (HPV) has been rarely investigated. We aimed to assess the prevalence, genotype diversity, and determinants of mucosal (alpha) and cutaneous (beta and gamma) anal HPV infection in men who have sex with men (MSM). METHODS Anal samples were collected with a Dacron swab. Alpha HPVs were detected using the Linear Array HPV genotyping test, while beta and gamma HPVs using a PCR combined with Luminex technology. RESULTS A total of 609 MSM (437 HIV-uninfected and 172 HIV-infected, most of which were undergoing cART) were enrolled. Alpha, beta, and gamma HPVs were detected in 78.0%, 27.6% and 29.3% of the participants. Only alpha HPV prevalence was significantly higher among HIV-infected compared to uninfected MSM (93.0% vs. 72.1%, p < 0.0001). Beta2 and gamma10 represented the most frequent cutaneous HPV species, with no significant differences between HIV-infected and uninfected individuals. The most common alpha, beta, and gamma genotypes were HPV16, HPV111, HPV121, respectively. Alpha HPV infection was significantly associated with lifetime number of partners, receptive anal sex, and HIV status. Beta and/or gamma HPV infection showed no significant association with HIV status, socio-demographic or sexual behavioral factors. CONCLUSIONS A wide spectrum of mucosal and cutaneous HPV types is present in the anal canal. Only mucosal HPV prevalence increased significantly in cases of concomitant HIV infection.
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Affiliation(s)
- Maria Gabriella Donà
- STI/HIV Unit, San Gallicano Dermatologic Institute, IRCCS, Via Elio Chianesi 53, 00144, Rome, Italy.
| | - Tarik Gheit
- Infections and Cancer Biology Group, International Agency for Research on Cancer, 150 Cours Albert Thomas, 69372, Lyon, France
| | - Alessandra Latini
- STI/HIV Unit, San Gallicano Dermatologic Institute, IRCCS, Via Elio Chianesi 53, 00144, Rome, Italy
| | - Maria Benevolo
- Pathology Department, Regina Elena National Cancer Institute, IRCCS, Via Elio Chianesi 53, 00144, Rome, Italy
| | - Montserrat Torres
- Infections and Cancer Biology Group, International Agency for Research on Cancer, 150 Cours Albert Thomas, 69372, Lyon, France
| | - Vitaly Smelov
- Infections and Cancer Biology Group, International Agency for Research on Cancer, 150 Cours Albert Thomas, 69372, Lyon, France
| | - Sandrine McKay-Chopin
- Infections and Cancer Biology Group, International Agency for Research on Cancer, 150 Cours Albert Thomas, 69372, Lyon, France
| | - Amalia Giglio
- Clinical Pathology and Microbiology Department, San Gallicano Dermatologic Institute, IRCCS, Via Elio Chianesi 53, 00144, Rome, Italy
| | - Antonio Cristaudo
- STI/HIV Unit, San Gallicano Dermatologic Institute, IRCCS, Via Elio Chianesi 53, 00144, Rome, Italy
| | - Mauro Zaccarelli
- National Institute for Infectious Diseases "Lazzaro Spallanzani", IRCCS, Via Portuense 292, 00149, Rome, Italy
| | - Massimo Tommasino
- Infections and Cancer Biology Group, International Agency for Research on Cancer, 150 Cours Albert Thomas, 69372, Lyon, France
| | - Massimo Giuliani
- STI/HIV Unit, San Gallicano Dermatologic Institute, IRCCS, Via Elio Chianesi 53, 00144, Rome, Italy
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Daly GM, Leggett RM, Rowe W, Stubbs S, Wilkinson M, Ramirez-Gonzalez RH, Caccamo M, Bernal W, Heeney JL. Host Subtraction, Filtering and Assembly Validations for Novel Viral Discovery Using Next Generation Sequencing Data. PLoS One 2015; 10:e0129059. [PMID: 26098299 PMCID: PMC4476701 DOI: 10.1371/journal.pone.0129059] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2014] [Accepted: 05/04/2015] [Indexed: 12/18/2022] Open
Abstract
The use of next generation sequencing (NGS) to identify novel viral sequences from eukaryotic tissue samples is challenging. Issues can include the low proportion and copy number of viral reads and the high number of contigs (post-assembly), making subsequent viral analysis difficult. Comparison of assembly algorithms with pre-assembly host-mapping subtraction using a short-read mapping tool, a k-mer frequency based filter and a low complexity filter, has been validated for viral discovery with Illumina data derived from naturally infected liver tissue and simulated data. Assembled contig numbers were significantly reduced (up to 99.97%) by the application of these pre-assembly filtering methods. This approach provides a validated method for maximizing viral contig size as well as reducing the total number of assembled contigs that require down-stream analysis as putative viral nucleic acids.
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Affiliation(s)
- Gordon M. Daly
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Madingley Road, Cambridge, CB30ES, United Kingdom
| | - Richard M. Leggett
- The Genome Analysis Centre (TGAC), Norwich Research Park, Norwich, NR47UH, United Kingdom
| | - William Rowe
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Madingley Road, Cambridge, CB30ES, United Kingdom
| | - Samuel Stubbs
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Madingley Road, Cambridge, CB30ES, United Kingdom
| | - Maxim Wilkinson
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Madingley Road, Cambridge, CB30ES, United Kingdom
| | | | - Mario Caccamo
- The Genome Analysis Centre (TGAC), Norwich Research Park, Norwich, NR47UH, United Kingdom
| | - William Bernal
- Institute of Liver Studies, King's College Hospital, Denmark Hill, London, SE59RS, United Kingdom
| | - Jonathan L. Heeney
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Madingley Road, Cambridge, CB30ES, United Kingdom
- * E-mail:
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Torres M, Gheit T, McKay-Chopin S, Rodríguez C, Romero JD, Filotico R, Doná MG, Ortiz M, Tommasino M. Prevalence of beta and gamma human papillomaviruses in the anal canal of men who have sex with men is influenced by HIV status. J Clin Virol 2015; 67:47-51. [PMID: 25959158 DOI: 10.1016/j.jcv.2015.04.005] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Revised: 04/02/2015] [Accepted: 04/06/2015] [Indexed: 11/23/2022]
Abstract
BACKGROUND Mucosal high-risk human papillomavirus (HPV) types benefit differently from the immunocompromised status of the host. So far it is not known whether a similar scenario holds for the large group of the β and γ cutaneous HPV types that appear to be present at several anatomical sites. METHODS The presence of β (n=43) and γ (n=30) HPVs in the anal samples of 66 HIV-positive and 153 HIV-negative anonymized men who have sex with men (MSM) was determined by multiplex PCR, using type-specific primers and bead-based hybridization (Luminex technology). RESULTS The prevalence of β and γ HPV infection was 65.6% and 68.2%, respectively, among HIV-positive MSM and 59.1% and 57.7%, respectively, among HIV-negative MSM. β-2 and γ-10 were found to be the most prevalent species in both groups. The prevalence of infection with HPV types of the species β-1 (P=0.02), β-3 (P=0.002), γ-6 (P=0.002), and γ-7 (P=0.02) was higher in HIV-positive than HIV-negative men. In contrast, the β-2 species was equally distributed in the two groups, while the γ-10 species was slightly affected by HIV status. CONCLUSIONS These findings provide evidence that impairment of the host's immune surveillance impacts β and γ HPV infections differently.
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Affiliation(s)
- Montserrat Torres
- Infections and Cancer Biology Group, International Agency for Research on Cancer, 69008 Lyon, France
| | - Tarik Gheit
- Infections and Cancer Biology Group, International Agency for Research on Cancer, 69008 Lyon, France
| | - Sandrine McKay-Chopin
- Infections and Cancer Biology Group, International Agency for Research on Cancer, 69008 Lyon, France
| | | | | | - Raffaele Filotico
- Unità Operativa complessa di Dermatologia Presidio Ospedaliero. A. Perrino, Brindisi, Italy
| | | | - Marta Ortiz
- Retrovirus and Papillomavirus Unit, National Centre of Microbiology, Institute of Health Carlos III, Madrid, Spain
| | - Massimo Tommasino
- Infections and Cancer Biology Group, International Agency for Research on Cancer, 69008 Lyon, France.
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Kocjan BJ, Bzhalava D, Forslund O, Dillner J, Poljak M. Molecular methods for identification and characterization of novel papillomaviruses. Clin Microbiol Infect 2015; 21:808-16. [PMID: 26003284 DOI: 10.1016/j.cmi.2015.05.011] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2015] [Revised: 04/27/2015] [Accepted: 05/12/2015] [Indexed: 02/02/2023]
Abstract
Papillomaviruses (PV) are a remarkably heterogeneous family of small DNA viruses that infect a wide variety of vertebrate species and are aetiologically linked with the development of various neoplastic changes of the skin and mucosal epithelia. Based on nucleotide similarity, PVs are hierarchically classified into genera, species and types. Novel human PV (HPV) types are given a unique number only after the whole genome has been cloned and deposited with the International HPV Reference Center. As of 9 March 2015, 200 different HPV types, belonging to 49 species, had been recognized by the International HPV Reference Center. In addition, 131 animal PV types identified from 66 different animal species exist. Recent advances in molecular techniques have resulted in an explosive increase in the identification of novel HPV types and novel subgenomic HPV sequences in the last few years. Among PV genera, the γ-PV genus has been growing most rapidly in recent years with 80 completely sequenced HPV types, followed by α-PV and β-PV genera that have 65 and 51 recognized HPV types, respectively. We reviewed in detail the contemporary molecular methods most often used for identification and characterization of novel PV types, including PCR, rolling circle amplification and next-generation sequencing. Furthermore, we present a short overview of 12 and 10 novel HPV types recently identified in Sweden and Slovenia, respectively. Finally, an update on the International Human Papillomavirus Reference Center is provided.
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Affiliation(s)
- B J Kocjan
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Slovenia
| | - D Bzhalava
- International Human Papillomavirus Reference Center, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - O Forslund
- Department of Laboratory Medicine, Lund University, Malmö, Sweden
| | - J Dillner
- International Human Papillomavirus Reference Center, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - M Poljak
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Slovenia.
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Hošnjak L, Kocjan BJ, Pirš B, Seme K, Poljak M. Characterization of two novel gammapapillomaviruses, HPV179 and HPV184, isolated from common warts of a renal-transplant recipient. PLoS One 2015; 10:e0119154. [PMID: 25748516 PMCID: PMC4351898 DOI: 10.1371/journal.pone.0119154] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2014] [Accepted: 01/09/2015] [Indexed: 11/19/2022] Open
Abstract
Gammapapillomavirus (Gamma-PV) is a diverse and rapidly expanding PV-genus, currently consisting of 76 fully characterized human papillomavirus (HPV) types. In this study, DNA genomes of two novel HPV types, HPV179 and HPV184, obtained from two distinct facial verrucae vulgares specimens of a 64 year-old renal-transplant recipient, were fully cloned, sequenced and characterized. HPV179 and HPV184 genomes comprise 7,228-bp and 7,324-bp, respectively, and contain four early (E1, E2, E6 and E7) and two late genes (L1 and L2); the non-coding region is typically positioned between L1 and E6 genes. Phylogenetic analysis of the L1 nucleotide sequence placed both novel types within the Gamma-PV genus: HPV179 was classified as a novel member of species Gamma-15, additionally containing HPV135 and HPV146, while HPV184 was classified as a single member of a novel species Gamma-25. HPV179 and HPV184 type-specific quantitative real-time PCRs were further developed and used in combination with human beta-globin gene quantitative real-time PCR to determine the prevalence and viral load of the novel types in the patient's facial warts and several follow-up skin specimens, and in a representative collection, a total of 569 samples, of HPV-associated benign and malignant neoplasms, hair follicles and anal and oral mucosa specimens obtained from immunocompetent individuals. HPV179 and HPV184 viral loads in patients' facial warts were estimated to be 2,463 and 3,200 genome copies per single cell, respectively, suggesting their active role in the development of common warts in organ-transplant recipients. In addition, in this particular patient, both novel types had established a persistent infection of the skin for more than four years. Among immunocompetent individuals, HPV179 was further detected in low-copy numbers in a few skin specimens, indicating its cutaneous tissue tropism, while HPV184 was further detected in low-copy numbers in one mucosal and a few skin specimens, suggesting its dual tissue tropism.
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Affiliation(s)
- Lea Hošnjak
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Boštjan J. Kocjan
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Branko Pirš
- Private Center for Laser and Aesthetic Dermatology, Ljubljana, Slovenia
| | - Katja Seme
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Mario Poljak
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
- * E-mail:
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A systematic approach to novel virus discovery in emerging infectious disease outbreaks. J Mol Diagn 2015; 17:230-41. [PMID: 25746799 PMCID: PMC7106266 DOI: 10.1016/j.jmoldx.2014.12.002] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Revised: 11/03/2014] [Accepted: 12/08/2014] [Indexed: 12/20/2022] Open
Abstract
The discovery of novel viruses is of great importance to human health-both in the setting of emerging infectious disease outbreaks and in disease syndromes of unknown etiology. Despite the recent proliferation of many efficient virus discovery methods, careful selection of a combination of methods is important to demonstrate a novel virus, its clinical associations, and its relevance in a timely manner. The identification of a patient or an outbreak with distinctive clinical features and negative routine microbiological workup is often the starting point for virus hunting. This review appraises the roles of culture, electron microscopy, and nucleic acid detection-based methods in optimizing virus discovery. Cell culture is generally slow but may yield viable virus. Although the choice of cell line often involves trial and error, it may be guided by the clinical syndrome. Electron microscopy is insensitive but fast, and may provide morphological clues to choice of cell line or consensus primers for nucleic acid detection. Consensus primer PCR can be used to detect viruses that are closely related to known virus families. Random primer amplification and high-throughput sequencing can catch any virus genome but cannot yield an infectious virion for testing Koch postulates. A systematic approach that incorporates carefully chosen combinations of virus detection techniques is required for successful virus discovery.
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Jazaeri Farsani SM, Oude Munnink BB, Canuti M, Deijs M, Cotten M, Jebbink MF, Verhoeven J, Kellam P, Loens K, Goossens H, Ieven M, van der Hoek L. Identification of a novel human rhinovirus C type by antibody capture VIDISCA-454. Viruses 2015; 7:239-51. [PMID: 25606972 PMCID: PMC4306836 DOI: 10.3390/v7010239] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Revised: 01/08/2015] [Accepted: 01/13/2015] [Indexed: 12/31/2022] Open
Abstract
Causative agents for more than 30 percent of respiratory infections remain unidentified, suggesting that unknown respiratory pathogens might be involved. In this study, antibody capture VIDISCA-454 (virus discovery cDNA-AFLP combined with Roche 454 high-throughput sequencing) resulted in the discovery of a novel type of rhinovirus C (RV-C). The virus has an RNA genome of at least 7054 nt and carries the characteristics of rhinovirus C species. The gene encoding viral protein 1, which is used for typing, has only 81% nucleotide sequence identity with the closest known RV-C type, and, therefore, the virus represents the first member of a novel type, named RV-C54.
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Affiliation(s)
- Seyed Mohammad Jazaeri Farsani
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center of the University of Amsterdam, Amsterdam 1105 AZ, the Netherlands.
| | - Bas B Oude Munnink
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center of the University of Amsterdam, Amsterdam 1105 AZ, the Netherlands.
| | - Marta Canuti
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center of the University of Amsterdam, Amsterdam 1105 AZ, the Netherlands.
| | - Martin Deijs
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center of the University of Amsterdam, Amsterdam 1105 AZ, the Netherlands.
| | - Matthew Cotten
- Department of Virus Genomics, Wellcome Trust Sanger Institute, Hinxton CB10 1SA, UK.
| | - Maarten F Jebbink
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center of the University of Amsterdam, Amsterdam 1105 AZ, the Netherlands.
| | - Joost Verhoeven
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center of the University of Amsterdam, Amsterdam 1105 AZ, the Netherlands.
| | - Paul Kellam
- Department of Virus Genomics, Wellcome Trust Sanger Institute, Hinxton CB10 1SA, UK.
| | - Katherine Loens
- Department of Medical Microbiology, Vaccine and Infectious Disease Institute, University Hospital, Antwerp B-2650, Belgium.
| | - Herman Goossens
- Department of Medical Microbiology, Vaccine and Infectious Disease Institute, University Hospital, Antwerp B-2650, Belgium.
| | - Margareta Ieven
- Department of Medical Microbiology, Vaccine and Infectious Disease Institute, University Hospital, Antwerp B-2650, Belgium.
| | - Lia van der Hoek
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center of the University of Amsterdam, Amsterdam 1105 AZ, the Netherlands.
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Brown JR, Morfopoulou S, Hubb J, Emmett WA, Ip W, Shah D, Brooks T, Paine SML, Anderson G, Virasami A, Tong CYW, Clark DA, Plagnol V, Jacques TS, Qasim W, Hubank M, Breuer J. Astrovirus VA1/HMO-C: an increasingly recognized neurotropic pathogen in immunocompromised patients. Clin Infect Dis 2015; 60:881-8. [PMID: 25572899 PMCID: PMC4345817 DOI: 10.1093/cid/ciu940] [Citation(s) in RCA: 147] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Brain biopsy from a child with unknown cause of encephalopathy was deep-sequenced. Astrovirus VA1/HMO-C was identified, highly divergent from human astroviruses and 95% identical to astrovirus previously associated with encephalitis. Findings suggest astrovirus VA1/HMO-C is an under-recognized cause of viral encephalitis. Background. An 18-month-old boy developed encephalopathy, for which extensive investigation failed to identify an etiology, 6 weeks after stem cell transplant. To exclude a potential infectious cause, we performed high-throughput RNA sequencing on brain biopsy. Methods. RNA-Seq was performed on an Illumina Miseq, generating 20 million paired-end reads. Nonhost data were checked for similarity to known organisms using BLASTx. The full viral genome was sequenced by primer walking. Results. We identified an astrovirus, HAstV-VA1/HMO-C-UK1(a), which was highly divergent from human astrovirus (HAstV 1–8) genotypes, but closely related to VA1/HMO-C astroviruses, including one recovered from a case of fatal encephalitis in an immunosuppressed child. The virus was detected in stool and serum, with highest levels in brain and cerebrospinal fluid (CSF). Immunohistochemistry of the brain biopsy showed positive neuronal staining. A survey of 680 stool and 349 CSF samples identified a related virus in the stool of another immunosuppressed child. Conclusions. The discovery of HAstV-VA1/HMO-C-UK1(a) as the cause of encephalitis in this case provides further evidence that VA1/HMO-C viruses, unlike HAstV 1–8, are neuropathic, particularly in immunocompromised patients, and should be considered in the differential diagnosis of encephalopathy. With a turnaround from sample receipt to result of <1 week, we confirm that RNA-Seq presents a valuable diagnostic tool in unexplained encephalitis.
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Affiliation(s)
- Julianne R. Brown
- Virology Department, Great Ormond Street Hospital for Children NHS Foundation Trust
- NIHR Biomedical Research Centre, Great Ormond Street Hospital for Children NHS Foundation Trust and University College London
| | | | | | | | | | - Divya Shah
- NIHR Biomedical Research Centre, Great Ormond Street Hospital for Children NHS Foundation Trust and University College London
| | - Tony Brooks
- Molecular Haematology and Cancer Biology Unit, Institute of Child Health, University College London
| | - Simon M. L. Paine
- Department of Histopathology, Great Ormond Street Hospital for Children NHS Foundation Trust
- Birth Defects Research Centre, Institute of Child Health, University College London, United Kingdom
| | - Glenn Anderson
- Department of Histopathology, Great Ormond Street Hospital for Children NHS Foundation Trust
| | - Alex Virasami
- NIHR Biomedical Research Centre, Great Ormond Street Hospital for Children NHS Foundation Trust and University College London
| | | | | | | | - Thomas S. Jacques
- Department of Histopathology, Great Ormond Street Hospital for Children NHS Foundation Trust
- Birth Defects Research Centre, Institute of Child Health, University College London, United Kingdom
| | | | - Mike Hubank
- Molecular Haematology and Cancer Biology Unit, Institute of Child Health, University College London
| | - Judith Breuer
- Virology Department, Great Ormond Street Hospital for Children NHS Foundation Trust
- Department of Infection and Immunity
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Lim YW, Haynes M, Furlan M, Robertson CE, Harris JK, Rohwer F. Purifying the impure: sequencing metagenomes and metatranscriptomes from complex animal-associated samples. J Vis Exp 2014:52117. [PMID: 25549184 PMCID: PMC4354477 DOI: 10.3791/52117] [Citation(s) in RCA: 20] [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] [Indexed: 12/27/2022] Open
Abstract
The accessibility of high-throughput sequencing has revolutionized many fields of biology. In order to better understand host-associated viral and microbial communities, a comprehensive workflow for DNA and RNA extraction was developed. The workflow concurrently generates viral and microbial metagenomes, as well as metatranscriptomes, from a single sample for next-generation sequencing. The coupling of these approaches provides an overview of both the taxonomical characteristics and the community encoded functions. The presented methods use Cystic Fibrosis (CF) sputum, a problematic sample type, because it is exceptionally viscous and contains high amount of mucins, free neutrophil DNA, and other unknown contaminants. The protocols described here target these problems and successfully recover viral and microbial DNA with minimal human DNA contamination. To complement the metagenomics studies, a metatranscriptomics protocol was optimized to recover both microbial and host mRNA that contains relatively few ribosomal RNA (rRNA) sequences. An overview of the data characteristics is presented to serve as a reference for assessing the success of the methods. Additional CF sputum samples were also collected to (i) evaluate the consistency of the microbiome profiles across seven consecutive days within a single patient, and (ii) compare the consistency of metagenomic approach to a 16S ribosomal RNA gene-based sequencing. The results showed that daily fluctuation of microbial profiles without antibiotic perturbation was minimal and the taxonomy profiles of the common CF-associated bacteria were highly similar between the 16S rDNA libraries and metagenomes generated from the hypotonic lysis (HL)-derived DNA. However, the differences between 16S rDNA taxonomical profiles generated from total DNA and HL-derived DNA suggest that hypotonic lysis and the washing steps benefit in not only removing the human-derived DNA, but also microbial-derived extracellular DNA that may misrepresent the actual microbial profiles.
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Affiliation(s)
- Yan Wei Lim
- Department of Biology, San Diego State University;
| | | | - Mike Furlan
- Department of Biology, San Diego State University
| | - Charles E Robertson
- Department of Molecular, Cellular and Developmental Biology, University of Colorado
| | - J Kirk Harris
- Department of Pediatrics, School of Medicine, University of Colorado
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42
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Yu JM, Zhao G, Ao YY, Li LL, Wang D, Duan ZJ. Complete genome sequence of a novel human papillomavirus identified by metagenomic analysis from a child with diarrhea in China. Arch Virol 2014; 160:549-52. [DOI: 10.1007/s00705-014-2252-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2014] [Accepted: 09/30/2014] [Indexed: 11/30/2022]
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Dutilh BE, Cassman N, McNair K, Sanchez SE, Silva GGZ, Boling L, Barr JJ, Speth DR, Seguritan V, Aziz RK, Felts B, Dinsdale EA, Mokili JL, Edwards RA. A highly abundant bacteriophage discovered in the unknown sequences of human faecal metagenomes. Nat Commun 2014; 5:4498. [PMID: 25058116 PMCID: PMC4111155 DOI: 10.1038/ncomms5498] [Citation(s) in RCA: 491] [Impact Index Per Article: 49.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Accepted: 06/25/2014] [Indexed: 01/20/2023] Open
Abstract
Metagenomics, or sequencing of the genetic material from a complete microbial community, is a
promising tool to discover novel microbes and viruses. Viral metagenomes typically contain many
unknown sequences. Here we describe the discovery of a previously unidentified bacteriophage present
in the majority of published human faecal metagenomes, which we refer to as crAssphage. Its
~97 kbp genome is six times more abundant in publicly available metagenomes than all other
known phages together; it comprises up to 90% and 22% of all reads in virus-like particle
(VLP)-derived metagenomes and total community metagenomes, respectively; and it totals 1.68% of all
human faecal metagenomic sequencing reads in the public databases. The majority of
crAssphage-encoded proteins match no known sequences in the database, which is why it was not
detected before. Using a new co-occurrence profiling approach, we predict a Bacteroides host
for this phage, consistent with Bacteroides-related protein homologues and a unique
carbohydrate-binding domain encoded in the phage genome. Metagenomic studies of microbial communities often report DNA sequences from
unidentified viruses. Here, Dutilh et al. analyse metagenomic data to reveal the complete
genome of an abundant, ubiquitous virus from human faeces, and predict that the virus infects
bacteria of the Bacteroides group.
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Affiliation(s)
- Bas E Dutilh
- 1] Centre for Molecular and Biomolecular Informatics, Radboud Institute for Molecular Life Sciences, Radboud university medical centre, Geert Grooteplein 28, 6525 GA Nijmegen, The Netherlands [2] Department of Computer Science, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [3] Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [4] Department of Marine Biology, Institute of Biology, Federal University of Rio de Janeiro, Av. Carlos Chagas Fo. 373, Prédio Anexo ao Bloco A do Centro de Ciências da Saúde, Ilha do Fundão, CEP 21941-902 Rio de Janeiro, Brazil
| | - Noriko Cassman
- 1] Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [2]
| | - Katelyn McNair
- Department of Computer Science, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Savannah E Sanchez
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Genivaldo G Z Silva
- Computational Science Research Center, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Lance Boling
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Jeremy J Barr
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Daan R Speth
- Department of Microbiology, Institute for Water and Wetland Research, Radboud University, Heyendaalseweg 135, 6525 AJ Nijmegen, The Netherlands
| | - Victor Seguritan
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Ramy K Aziz
- 1] Department of Computer Science, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [2] Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University, Kasr El-Aini Street, Cairo 11562, Egypt
| | - Ben Felts
- Department of Mathematics, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Elizabeth A Dinsdale
- 1] Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [2] Computational Science Research Center, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - John L Mokili
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Robert A Edwards
- 1] Department of Computer Science, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [2] Department of Marine Biology, Institute of Biology, Federal University of Rio de Janeiro, Av. Carlos Chagas Fo. 373, Prédio Anexo ao Bloco A do Centro de Ciências da Saúde, Ilha do Fundão, CEP 21941-902 Rio de Janeiro, Brazil [3] Computational Science Research Center, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [4] Division of Mathematics and Computer Science, Argonne National Laboratory, 9700 S Cass Ave B109, Argonne, Illinois 60439, USA
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44
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Canuti M, Deijs M, Jazaeri Farsani SM, Holwerda M, Jebbink MF, de Vries M, van Vugt S, Brugman C, Verheij T, Lammens C, Goossens H, Loens K, Ieven M, van der Hoek L. Metagenomic analysis of a sample from a patient with respiratory tract infection reveals the presence of a γ-papillomavirus. Front Microbiol 2014; 5:347. [PMID: 25071755 PMCID: PMC4086198 DOI: 10.3389/fmicb.2014.00347] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2014] [Accepted: 06/23/2014] [Indexed: 01/19/2023] Open
Abstract
Previously unknown or unexpected pathogens may be responsible for that proportion of respiratory diseases in which a causative agent cannot be identified. The application of broad-spectrum, sequence independent virus discovery techniques may be useful to reduce this proportion and widen our knowledge about respiratory pathogens. Thanks to the availability of high-throughput sequencing (HTS) technology, it became today possible to detect viruses which are present at a very low load, but the clinical relevance of those viruses must be investigated. In this study we used VIDISCA-454, a restriction enzyme based virus discovery method that utilizes Roche 454 HTS system, on a nasal swab collected from a subject with respiratory complaints. A γ-papillomavirus was detected (complete genome: 7142 bp) and its role in disease was investigated. Respiratory samples collected both during the acute phase of the illness and 2 weeks after full recovery contained the virus. The patient presented antibodies directed against the virus but there was no difference between IgG levels in blood samples collected during the acute phase and 2 weeks after full recovery. We therefore concluded that the detected γ-papillomavirus is unlikely to be the causative agent of the respiratory complaints and its presence in the nose of the patient is not related to the disease. Although HTS based virus discovery techniques proved their great potential as a tool to clarify the etiology of some infectious diseases, the obtained information must be subjected to cautious interpretations. This study underlines the crucial importance of performing careful investigations on viruses identified when applying sensitive virus discovery techniques, since the mere identification of a virus and its presence in a clinical sample are not satisfactory proofs to establish a causative link with a disease.
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Affiliation(s)
- Marta Canuti
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam, Academic Medical Center, University of Amsterdam Amsterdam, Netherlands
| | - Martin Deijs
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam, Academic Medical Center, University of Amsterdam Amsterdam, Netherlands
| | - Seyed M Jazaeri Farsani
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam, Academic Medical Center, University of Amsterdam Amsterdam, Netherlands
| | - Melle Holwerda
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam, Academic Medical Center, University of Amsterdam Amsterdam, Netherlands
| | - Maarten F Jebbink
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam, Academic Medical Center, University of Amsterdam Amsterdam, Netherlands
| | - Michel de Vries
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam, Academic Medical Center, University of Amsterdam Amsterdam, Netherlands
| | - Saskia van Vugt
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht Utrecht, Netherlands
| | - Curt Brugman
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht Utrecht, Netherlands
| | - Theo Verheij
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht Utrecht, Netherlands
| | - Christine Lammens
- Department of Medical Microbiology, Vaccine and Infectious Disease Institute, Universiteit Antwerpen-University Hospital Antwerp Antwerp, Belgium
| | - Herman Goossens
- Department of Medical Microbiology, Vaccine and Infectious Disease Institute, Universiteit Antwerpen-University Hospital Antwerp Antwerp, Belgium
| | - Katherine Loens
- Department of Medical Microbiology, Vaccine and Infectious Disease Institute, Universiteit Antwerpen-University Hospital Antwerp Antwerp, Belgium
| | - Margareta Ieven
- Department of Medical Microbiology, Vaccine and Infectious Disease Institute, Universiteit Antwerpen-University Hospital Antwerp Antwerp, Belgium
| | - Lia van der Hoek
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam, Academic Medical Center, University of Amsterdam Amsterdam, Netherlands
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45
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Norman JM, Handley SA, Virgin HW. Kingdom-agnostic metagenomics and the importance of complete characterization of enteric microbial communities. Gastroenterology 2014; 146:1459-69. [PMID: 24508599 PMCID: PMC4009354 DOI: 10.1053/j.gastro.2014.02.001] [Citation(s) in RCA: 126] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2013] [Revised: 01/27/2014] [Accepted: 02/03/2014] [Indexed: 12/13/2022]
Abstract
Advanced sequencing techniques have shown that bacteria are not the only complex and important microbes in the human intestine. Nonbacterial organisms, particularly the virome and the mycobiome, are important regulators of intestinal immunity and inflammation. The virome is mucosal and systemic; it can alter the host response to bacteria and interact with host genes and bacteria to contribute to disease pathogenesis. The human mycobiome is also complex and can contribute to intestinal inflammation. We review what has recently been learned about the nonbacterial and nonarchaeal microbes in the gastrointestinal tract, discussing their potential effects on health and disease and analytical approaches for their study. Studies of associations between the microbiome and intestinal pathology should incorporate kingdom-agnostic approaches if we are to fully understand intestinal health and disease.
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Affiliation(s)
| | | | - Herbert W. Virgin
- Reprint requests Address requests for reprints to: Herbert W. Virgin, MD, PhD, Washington University School of Medicine, Box 8118, 660 South Euclid Avenue, St Louis, Missouri 63110.
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46
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Ure AE, Forslund O. Characterization of human papillomavirus type 154 and tissue tropism of gammapapillomaviruses. PLoS One 2014; 9:e89342. [PMID: 24551244 PMCID: PMC3923884 DOI: 10.1371/journal.pone.0089342] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2013] [Accepted: 01/19/2014] [Indexed: 11/19/2022] Open
Abstract
The novel human papillomavirus type 154 (HPV154) was characterized from a wart on the crena ani of a three-year-old boy. It was previously designated as the putative HPV type FADI3 by sequencing of a subgenomic FAP amplicon. We obtained the complete genome by combined methods including rolling circle amplification (RCA), genome walking through an adapted method for detection of integrated papillomavirus sequences by ligation-mediated PCR (DIPS-PCR), long-range PCR, and finally by cloning of four overlapping amplicons. Phylogenetically, the HPV154 genome clustered together with members of the proposed species Gammapapillomavirus 11, and demonstrated the highest identity in L1 to HPV136 (68.6%). The HPV154 was detected in 3% (2/62) of forehead skin swabs from healthy children. In addition, the different detection sites of 62 gammapapillomaviruses were summarized in order to analyze their tissue tropism. Several of these HPV types have been detected from multiple sources such as skin, oral, nasal, and genital sites, suggesting that the gammapapillomaviruses are generalists with a broader tissue tropism than previously appreciated. The study expands current knowledge concerning genetic diversity and tropism among HPV types in the rapidly growing gammapapillomavirus genus.
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Affiliation(s)
- Agustín Enrique Ure
- Department of Laboratory Medicine, Section of Medical Microbiology, Lund University, Malmö, Sweden
| | - Ola Forslund
- Department of Laboratory Medicine, Section of Medical Microbiology, Lund University, Malmö, Sweden
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47
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Human papillomavirus community in healthy persons, defined by metagenomics analysis of human microbiome project shotgun sequencing data sets. J Virol 2014; 88:4786-97. [PMID: 24522917 DOI: 10.1128/jvi.00093-14] [Citation(s) in RCA: 98] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
UNLABELLED Human papillomavirus (HPV) causes a number of neoplastic diseases in humans. Here, we show a complex normal HPV community in a cohort of 103 healthy human subjects, by metagenomics analysis of the shotgun sequencing data generated from the NIH Human Microbiome Project. The overall HPV prevalence was 68.9% and was highest in the skin (61.3%), followed by the vagina (41.5%), mouth (30%), and gut (17.3%). Of the 109 HPV types as well as additional unclassified types detected, most were undetectable by the widely used commercial kits targeting the vaginal/cervical HPV types. These HPVs likely represent true HPV infections rather than transitory exposure because of strong organ tropism and persistence of the same HPV types in repeat samples. Coexistence of multiple HPV types was found in 48.1% of the HPV-positive samples. Networking between HPV types, cooccurrence or exclusion, was detected in vaginal and skin samples. Large contigs assembled from short HPV reads were obtained from several samples, confirming their genuine HPV origin. This first large-scale survey of HPV using a shotgun sequencing approach yielded a comprehensive map of HPV infections among different body sites of healthy human subjects. IMPORTANCE This nonbiased survey indicates that the HPV community in healthy humans is much more complex than previously defined by widely used kits that are target selective for only a few high- and low-risk HPV types for cervical cancer. The importance of nononcogenic viruses in a mixed HPV infection could be for stimulating or inhibiting a coexisting oncogenic virus via viral interference or immune cross-reaction. Knowledge gained from this study will be helpful to guide the designing of epidemiological and clinical studies in the future to determine the impact of nononcogenic HPV types on the outcome of HPV infections.
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48
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Metzgar D, Sampath R, Rounds MA, Ecker DJ. The value and validation of broad spectrum biosensors for diagnosis and biodefense. Virulence 2013; 4:752-8. [PMID: 24128433 PMCID: PMC3925709 DOI: 10.4161/viru.26652] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2013] [Revised: 09/25/2013] [Accepted: 09/29/2013] [Indexed: 12/05/2022] Open
Abstract
Broad spectrum biosensors capable of identifying diverse organisms are transitioning from the realm of research into the clinic. These technologies simultaneously capture signals from a wide variety of biological entities using universal processes. Specific organisms are then identified through bioinformatic signature-matching processes. This is in contrast to currently accepted molecular diagnostic technologies, which utilize unique reagents and processes to detect each organism of interest. This paradigm shift greatly increases the breadth of molecular diagnostic tools with little increase in biochemical complexity, enabling simultaneous diagnostic, epidemiologic, and biothreat surveillance capabilities at the point of care. This, in turn, offers the promise of increased biosecurity and better antimicrobial stewardship. Efficient realization of these potential gains will require novel regulatory paradigms reflective of the generalized, information-based nature of these assays, allowing extension of empirical data obtained from readily available organisms to support broader reporting of rare, difficult to culture, or extremely hazardous organisms.
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Affiliation(s)
- David Metzgar
- Ibis Biosciences; An Abbott Company; Carlsbad, CA USA
| | | | | | - David J Ecker
- Ibis Biosciences; An Abbott Company; Carlsbad, CA USA
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49
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Identification of a novel strain of human papillomavirus from children with diarrhea in china. GENOME ANNOUNCEMENTS 2013; 1:1/5/e00761-13. [PMID: 24092778 PMCID: PMC3790082 DOI: 10.1128/genomea.00761-13] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
A highly divergent human papillomavirus (HPV) strain, HPV-L55, was identified in fecal samples from children hospitalized with diarrhea in China. The L1 gene of HPV-L55 shares <75% identity with previously reported HPVs, indicating that this virus represents a novel type of HPV. Phylogenetic analysis classified this virus as a member of the gammapapillomaviruses.
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50
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Miller RR, Montoya V, Gardy JL, Patrick DM, Tang P. Metagenomics for pathogen detection in public health. Genome Med 2013; 5:81. [PMID: 24050114 PMCID: PMC3978900 DOI: 10.1186/gm485] [Citation(s) in RCA: 127] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Traditional pathogen detection methods in public health infectious disease surveillance rely upon the identification of agents that are already known to be associated with a particular clinical syndrome. The emerging field of metagenomics has the potential to revolutionize pathogen detection in public health laboratories by allowing the simultaneous detection of all microorganisms in a clinical sample, without a priori knowledge of their identities, through the use of next-generation DNA sequencing. A single metagenomics analysis has the potential to detect rare and novel pathogens, and to uncover the role of dysbiotic microbiomes in infectious and chronic human disease. Making use of advances in sequencing platforms and bioinformatics tools, recent studies have shown that metagenomics can even determine the whole-genome sequences of pathogens, allowing inferences about antibiotic resistance, virulence, evolution and transmission to be made. We are entering an era in which more novel infectious diseases will be identified through metagenomics-based methods than through traditional laboratory methods. The impetus is now on public health laboratories to integrate metagenomics techniques into their diagnostic arsenals.
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Affiliation(s)
- Ruth R Miller
- UBC School of Population and Public Health, Faculty of Medicine, University of British Columbia, 2206 East Mall, Vancouver, BC V6T 1Z3, Canada
| | - Vincent Montoya
- Department of Pathology and Laboratory Medicine, University of British Columbia, 2211 Wesbrook Mall, Vancouver, BC V6T 2B5, Canada
| | - Jennifer L Gardy
- UBC School of Population and Public Health, Faculty of Medicine, University of British Columbia, 2206 East Mall, Vancouver, BC V6T 1Z3, Canada
| | - David M Patrick
- UBC School of Population and Public Health, Faculty of Medicine, University of British Columbia, 2206 East Mall, Vancouver, BC V6T 1Z3, Canada
| | - Patrick Tang
- Department of Pathology and Laboratory Medicine, University of British Columbia, 2211 Wesbrook Mall, Vancouver, BC V6T 2B5, Canada ; Public Health Microbiology and Reference Laboratory, British Columbia Centre for Disease Control, 655 West 12th Avenue, Vancouver, BC V5Z 2B4, Canada
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