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1.
J Med Virol ; 96(7): e29809, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39016466

ABSTRACT

Pancreatic cancer (PC) is a highly aggressive malignancy with a poor prognosis, making early diagnosis crucial for improving patient outcomes. While the gut microbiome, including bacteria and viruses, is believed to be essential in cancer pathogenicity, the potential contribution of the gut virome to PC remains largely unexplored. In this study, we conducted a comparative analysis of the gut viral compositional and functional profiles between PC patients and healthy controls, based on fecal metagenomes from two publicly available data sets comprising a total of 101 patients and 82 healthy controls. Our results revealed a decreasing trend in the gut virome diversity of PC patients with disease severity. We identified significant alterations in the overall viral structure of PC patients, with a meta-analysis revealing 219 viral operational taxonomic units (vOTUs) showing significant differences in relative abundance between patients and healthy controls. Among these, 65 vOTUs were enriched in PC patients, and 154 were reduced. Host prediction revealed that PC-enriched vOTUs preferentially infected bacterial members of Veillonellaceae, Enterobacteriaceae, Fusobacteriaceae, and Streptococcaceae, while PC-reduced vOTUs were more likely to infect Ruminococcaceae, Lachnospiraceae, Clostridiaceae, Oscillospiraceae, and Peptostreptococcaceae. Furthermore, we constructed random forest models based on the PC-associated vOTUs, achieving an optimal average area under the curve (AUC) of up to 0.879 for distinguishing patients from controls. Through additional 10 public cohorts, we demonstrated the reproducibility and high specificity of these viral signatures. Our study suggests that the gut virome may play a role in PC development and could serve as a promising target for PC diagnosis and therapeutic intervention. Future studies should further explore the underlying mechanisms of gut virus-bacteria interactions and validate the diagnostic models in larger and more diverse populations.


Subject(s)
Feces , Gastrointestinal Microbiome , Metagenomics , Pancreatic Neoplasms , Virome , Humans , Pancreatic Neoplasms/virology , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/microbiology , Gastrointestinal Microbiome/genetics , Metagenomics/methods , Feces/virology , Feces/microbiology , Viruses/isolation & purification , Viruses/genetics , Viruses/classification , Metagenome , Bacteria/isolation & purification , Bacteria/classification , Bacteria/genetics , Middle Aged , Male , Female , Aged , Case-Control Studies
2.
Virology ; 597: 110164, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38959722

ABSTRACT

In this review, we explore how pseudotyped viruses (PVs) are being applied to the study of viruses affecting both humans and horses. For the purposes of this review, we define PVs as non-replicative viruses with the core of one virus and the surface protein(s) of another and encapsulating a reporter gene such as luciferase. These 'reporter' PVs enable receptor-mediated entry into host cells to be quantified, and thus can be applied to study the initial stages of viral replication. They can also be used to test antiviral activity of compounds and measure envelope protein-specific antibodies in neutralisation tests.


Subject(s)
Horse Diseases , Virus Diseases , Horses , Animals , Humans , Virus Diseases/immunology , Virus Diseases/virology , Virus Diseases/veterinary , Horse Diseases/virology , Horse Diseases/immunology , Horse Diseases/epidemiology , Viruses/immunology , Viruses/genetics , Viruses/pathogenicity , Viruses/classification , Virus Replication , Virus Internalization , Antibodies, Viral/immunology
3.
Genome Biol ; 25(1): 177, 2024 Jul 04.
Article in English | MEDLINE | ID: mdl-38965579

ABSTRACT

Identifying viruses from metagenomes is a common step to explore the virus composition in the human gut. Here, we introduce VirRep, a hybrid language representation learning framework, for identifying viruses from human gut metagenomes. VirRep combines a context-aware encoder and an evolution-aware encoder to improve sequence representation by incorporating k-mer patterns and sequence homologies. Benchmarking on both simulated and real datasets with varying viral proportions demonstrates that VirRep outperforms state-of-the-art methods. When applied to fecal metagenomes from a colorectal cancer cohort, VirRep identifies 39 high-quality viral species associated with the disease, many of which cannot be detected by existing methods.


Subject(s)
Gastrointestinal Microbiome , Metagenome , Humans , Viruses/genetics , Feces/virology , Metagenomics/methods , Software , Colorectal Neoplasms/virology , Colorectal Neoplasms/genetics
4.
Virol J ; 21(1): 156, 2024 Jul 11.
Article in English | MEDLINE | ID: mdl-38992721

ABSTRACT

OBJECTIVES: The performance of the new Respiratory Pathogen panel (fluorescent probe melting curve, FPMC) for the qualitative detection of 12 organisms (chlamydia pneumoniae, mycoplasma pneumoniae, adenovirus, influenza A virus, influenza B virus, parainfluenza virus, rhinovirus, etc.) was assessed. METHODS: Prospectively collected nasopharyngeal swab (NPS) and sputum specimens (n = 635) were detected by using the FPMC panel, with the Sanger sequencing method as the comparative method. RESULTS: The overall percent concordance between the FPMC analysis method and the Sanger sequencing method was 100% and 99.66% for NPS and sputum specimens, respectively. The FPMC testified an overall positive percent concordance of 100% for both NPS and sputum specimens. The FPMC analysis method also testified an overall negative percent concordance of 100% and 99.38% for NPS and sputum specimens, respectively. CONCLUSIONS: The FPMC analysis method is a stable and accurate assay for rapid, comprehensive detecting for respiratory pathogens.


Subject(s)
Molecular Diagnostic Techniques , Nasopharynx , Respiratory Tract Infections , Sputum , Humans , Sputum/microbiology , Sputum/virology , Nasopharynx/virology , Nasopharynx/microbiology , Respiratory Tract Infections/virology , Respiratory Tract Infections/diagnosis , Respiratory Tract Infections/microbiology , Molecular Diagnostic Techniques/methods , Viruses/isolation & purification , Viruses/genetics , Viruses/classification , Adult , Prospective Studies , Middle Aged , Adolescent , Female , Young Adult , Child , Male , Aged , Child, Preschool , Infant , Specimen Handling/methods , Sensitivity and Specificity , Aged, 80 and over
5.
Cells ; 13(13)2024 Jun 21.
Article in English | MEDLINE | ID: mdl-38994930

ABSTRACT

B cell epitopes must be visible for recognition by cognate B cells and/or antibodies. Here, we studied that premise for known linear B cell epitopes that were collected from the Immune Epitope Database as being recognized by humans during microbial infections. We found that the majority of such known B cell epitopes are virus-specific linear B cell epitopes (87.96%), and most are located in antigens that remain enclosed in host cells and/or virus particles, preventing antibody recognition (18,832 out of 29,225 epitopes). Moreover, we estimated that only a minority (32.72%) of the virus-specific linear B cell epitopes that are found in exposed viral regions (e.g., the ectodomains of envelope proteins) are solvent accessible on intact antigens. Hence, we conclude that ample degradation/processing of viral particles and/or infected cells must occur prior to B cell recognition, thus shaping the B cell epitope repertoire.


Subject(s)
Epitopes, B-Lymphocyte , Epitopes, B-Lymphocyte/immunology , Humans , B-Lymphocytes/immunology , Antigens, Viral/immunology , Proteolysis , Viruses/immunology
6.
Int J Mol Sci ; 25(13)2024 Jun 29.
Article in English | MEDLINE | ID: mdl-39000304

ABSTRACT

This publication presents the effect of hypochlorous acid dry mist as a disinfectant on selected bacteria, viruses, spores, and fungi as well as on portable Microlife OXY 300 finger pulse oximeters and electronic systems of Raspberry Pi Zero microcomputers. The impact of hypochlorous acid on microbiological agents was assessed at concentrations of 300, 500, and 2000 ppm of HClO according to PN-EN 17272 (Variant I). Studies of the impact of hypochlorous acid fog on electronic components were carried out in an aerosol chamber at concentrations of 500 ppm and 2000 ppm according to two models consisting of 30 (Variant II) and 90 fogging cycles (Variant III). Each cycle included the process of generating a dry mist of hypochlorous acid (25 mL/m3), decontamination of the test elements, as well as cleaning the chamber of the disinfectant agent. The exposure of the materials examined on hypochlorous acid dry mist in all variants resulted in a decrease in the number of viruses, bacteria, spores, and fungi tested. In addition, the research showed that in the variants of hypochlorous acid fogging cycles analyzed, no changes in performance parameters and no penetration of dry fog of hypochlorous acid into the interior of the tested medical devices and electronic systems were observed.


Subject(s)
Decontamination , Disinfectants , Fungi , Hypochlorous Acid , Hypochlorous Acid/pharmacology , Fungi/drug effects , Disinfectants/pharmacology , Decontamination/methods , Bacteria/drug effects , Viruses/drug effects , Spores, Fungal/drug effects , Spores, Bacterial/drug effects , Electronics
7.
Int J Mol Sci ; 25(13)2024 Jul 04.
Article in English | MEDLINE | ID: mdl-39000440

ABSTRACT

Clustered regularly interspersed short palindromic repeats (CRISPR)/CRISPR-associated protein 9 (Cas9) technology has revolutionized the field of gene therapy as it has enabled precise genome editing with unprecedented accuracy and efficiency, paving the way for clinical applications to treat otherwise incurable genetic disorders. Typically, precise genome editing requires the delivery of multiple components to the target cells that, depending on the editing platform used, may include messenger RNA (mRNA), protein complexes, and DNA fragments. For clinical purposes, these have to be efficiently delivered into transplantable cells, such as primary T lymphocytes or hematopoietic stem and progenitor cells that are typically sensitive to exogenous substances. This challenge has limited the broad applicability of precise gene therapy applications to those strategies for which efficient delivery methods are available. Electroporation-based methodologies have been generally applied for gene editing applications, but procedure-associated toxicity has represented a major burden. With the advent of novel and less disruptive methodologies to deliver genetic cargo to transplantable cells, it is now possible to safely and efficiently deliver multiple components for precise genome editing, thus expanding the applicability of these strategies. In this review, we describe the different delivery systems available for genome editing components, including viral and non-viral systems, highlighting their advantages, limitations, and recent clinical applications. Recent improvements to these delivery methods to achieve cell specificity represent a critical development that may enable in vivo targeting in the future and will certainly play a pivotal role in the gene therapy field.


Subject(s)
CRISPR-Cas Systems , Gene Editing , Gene Transfer Techniques , Genetic Therapy , Humans , Gene Editing/methods , Genetic Therapy/methods , Animals , Genetic Vectors/genetics , Viruses/genetics
8.
Int J Mol Sci ; 25(13)2024 Jul 06.
Article in English | MEDLINE | ID: mdl-39000520

ABSTRACT

A vast and painful price has been paid in the battle against viruses in global health [...].


Subject(s)
Antiviral Agents , Drug Discovery , Antiviral Agents/pharmacology , Antiviral Agents/therapeutic use , Drug Discovery/methods , Humans , Virus Diseases/drug therapy , Viruses/drug effects
9.
Int J Mol Sci ; 25(13)2024 Jun 23.
Article in English | MEDLINE | ID: mdl-38999995

ABSTRACT

Many infectious diseases are caused by life-threatening DNA and RNA viruses and have been reported worldwide, including those caused by emerging and re-emerging viruses [...].


Subject(s)
Viruses , Humans , Viruses/metabolism , Virus Diseases/virology , Animals , Host-Pathogen Interactions
10.
J Med Virol ; 96(7): e29772, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38949201

ABSTRACT

The distinct composition and immune response characteristics of bats' innate and adaptive immune systems, which enable them to serve as host of numerous serious zoonotic viruses without falling ill, differ substantially from those of other mammals, it have garnered significant attention. In this article, we offer a systematic review of the names, attributes, and functions of innate and adaptive immune cells & molecules across different bat species. This includes descriptions of the differences shown by research between 71 bat species in 10 families, as well as comparisons between bats and other mammals. Studies of the immune cells & molecules of different bat species are necessary to understand the unique antiviral immunity of bats. By providing comprehensive information on these unique immune responses, it is hoped that new insights will be provided for the study of co-evolutionary dynamics between viruses and the bat immune system, as well as human antiviral immunity.


Subject(s)
Adaptive Immunity , Chiroptera , Immunity, Innate , Chiroptera/virology , Chiroptera/immunology , Animals , Humans , Viruses/immunology , Viruses/classification , Virus Diseases/immunology , Virus Diseases/virology
12.
Brief Bioinform ; 25(4)2024 May 23.
Article in English | MEDLINE | ID: mdl-39003531

ABSTRACT

Profile hidden Markov models (pHMMs) are able to achieve high sensitivity in remote homology search, making them popular choices for detecting novel or highly diverged viruses in metagenomic data. However, many existing pHMM databases have different design focuses, making it difficult for users to decide the proper one to use. In this review, we provide a thorough evaluation and comparison for multiple commonly used profile HMM databases for viral sequence discovery in metagenomic data. We characterized the databases by comparing their sizes, their taxonomic coverage, and the properties of their models using quantitative metrics. Subsequently, we assessed their performance in virus identification across multiple application scenarios, utilizing both simulated and real metagenomic data. We aim to offer researchers a thorough and critical assessment of the strengths and limitations of different databases. Furthermore, based on the experimental results obtained from the simulated and real metagenomic data, we provided practical suggestions for users to optimize their use of pHMM databases, thus enhancing the quality and reliability of their findings in the field of viral metagenomics.


Subject(s)
Markov Chains , Metagenomics , Viruses , Metagenomics/methods , Viruses/genetics , Viruses/classification , Databases, Genetic , Humans , Computational Biology/methods , Algorithms
13.
Environ Microbiol Rep ; 16(4): e13303, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38982659

ABSTRACT

The development of effective methods for the surveillance of seasonal respiratory viruses is required for the timely management of outbreaks. We aimed to survey Influenza-A, Influenza-B, RSV-A, Rhinovirus and SARS-CoV-2 surveillance in a tertiary hospital and a campus over 5 months. The effectiveness of air screening as an early warning system for respiratory viruses was evaluated in correlation with respiratory tract panel test results. The overall viral positivity was higher on the campus than in the hospital (55.0% vs. 38.0%). Influenza A was the most prevalent pathogen in both locations. There were two influenza peaks (42nd and 49th weeks) in the hospital air, and a delayed peak was detected on campus in the 1st-week of January. Panel tests indicated a high rate of Influenza A in late December. RSV-A-positivity was higher on the campus than the hospital (21.6% vs. 7.4%). Moreover, we detected two RSV-A peaks in the campus air (48th and 51st weeks) but only one peak in the hospital and panel tests (week 49). Although rhinovirus was the most common pathogen in panel tests, rhinovirus positivity was low in air samples. The air screening for Influenza-B and SARS-Cov-2 revealed comparable positivity rates with panel tests. Air screening can be integrated into surveillance programs to support infection control programs for potential epidemics of respiratory virus infections except for rhinoviruses.


Subject(s)
COVID-19 , Rhinovirus , SARS-CoV-2 , Humans , Rhinovirus/isolation & purification , SARS-CoV-2/isolation & purification , SARS-CoV-2/genetics , COVID-19/epidemiology , COVID-19/diagnosis , COVID-19/virology , Aerosols/analysis , Respiratory Tract Infections/virology , Respiratory Tract Infections/epidemiology , Respiratory Tract Infections/diagnosis , Air Microbiology , Influenza, Human/epidemiology , Influenza, Human/virology , Air Pollution, Indoor/analysis , Influenza A virus/isolation & purification , Seasons , Epidemics , Environmental Monitoring/methods , Influenza B virus/isolation & purification , Viruses/isolation & purification , Viruses/classification , Viruses/genetics
14.
Front Cell Infect Microbiol ; 14: 1418168, 2024.
Article in English | MEDLINE | ID: mdl-38988816

ABSTRACT

Exosomes are extracelluar vesicles that facilitate intercellular communication and are pivotal in post-transcriptional regulation within cellular gene regulatory networks, impacting pathogen dynamics. These vesicles serve as crucial regulators of immune responses, mediating cellular interactions and enabling the introduction of viral pathogenic regions into host cells. Exosomes released from virus-infected cells harbor diverse microRNAs (miRNAs), which can be transferred to recipient cells, thereby modulating virus infection. This transfer is a critical element in the molecular interplay mediated by exosomes. Additionally, the endosomal sorting complex required for transport (ESCRT) within exosomes plays a vital role in virus infection, with ESCRT components binding to viral proteins to facilitate virus budding. This review elucidates the roles of exosomes and their constituents in the invasion of host cells by viruses, aiming to shed new light on the regulation of viral transmission via exosomes.


Subject(s)
Endosomal Sorting Complexes Required for Transport , Exosomes , Host-Pathogen Interactions , MicroRNAs , Virus Diseases , Exosomes/metabolism , Humans , Endosomal Sorting Complexes Required for Transport/metabolism , Virus Diseases/metabolism , Virus Diseases/virology , MicroRNAs/metabolism , MicroRNAs/genetics , Animals , Viruses/pathogenicity , Viruses/metabolism , Virus Release , Viral Proteins/metabolism , Viral Proteins/genetics
15.
Clin Lab ; 70(7)2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38965948

ABSTRACT

BACKGROUND: The FilmArray Respiratory Panel RP 2.1 plus (FilmArray RP) is a point-of-care syndromic panel for respiratory pathogens. Although highly valuable in the clinical settings, the co-detection of pathogens in FilmArray RP may confound result interpretation. METHODS: Nasopharyngeal swab specimens collected from patients with respiratory symptoms were analyzed by comparing co-detection results from FilmArray RP with those of Allplex Respiratory Panels (Allplex RP: Power-Chek for SARS-CoV-2). RESULTS: Out of 765 FilmArray RP tests, 143 (18.7%) showed co-detections (two: 122 (85.3%), three: 18 (12.6%), four: 2 (1.4%), and five viruses: 1 (0.7%). The most frequent co-detection was human rhinovirus/enterovirus (HRV/HEV) with respiratory syncytial virus (RSV) (22.3%, 32/143). The overall discordance rate between Film-Array RP and other tests was 32.9%. Notably, discordance in detecting adenovirus (AdV) was significant, with cases detected by FilmArray often not appearing in Allplex RP. CONCLUSIONS: Discordances were varied by virus combination. It is advisable to perform additional confirmatory testing based on clinical relevance.


Subject(s)
Coinfection , Multiplex Polymerase Chain Reaction , Respiratory Tract Infections , Humans , Multiplex Polymerase Chain Reaction/methods , Respiratory Tract Infections/virology , Respiratory Tract Infections/diagnosis , Coinfection/virology , Coinfection/diagnosis , Male , Middle Aged , Female , Adult , Aged , Nasopharynx/virology , Child , COVID-19/diagnosis , COVID-19/virology , Child, Preschool , Adolescent , SARS-CoV-2/genetics , SARS-CoV-2/isolation & purification , Young Adult , Viruses/isolation & purification , Viruses/genetics , Viruses/classification , Virus Diseases/diagnosis , Virus Diseases/virology , Infant
16.
Arch Microbiol ; 206(8): 346, 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38976078

ABSTRACT

This review offers a comprehensive analysis of the intricate relationship between the gut virome and diabetes, elucidating the mechanisms by which the virome engages with both human cells and the intestinal bacteriome. By examining a decade of scientific literature, we provide a detailed account of the distinct viral variations observed in type 1 diabetes (T1D) and type 2 diabetes (T2D). Our synthesis reveals that the gut virome significantly influences the development of both diabetes types through its interactions, which indirectly modulate immune and inflammatory responses. In T1D, the focus is on eukaryotic viruses that stimulate the host's immune system, whereas T2D is characterized by a broader spectrum of altered phage diversities. Promisingly, in vitro and animal studies suggest fecal virome transplantation as a potential therapeutic strategy to alleviate symptoms of T2D and obesity. This study pioneers a holistic overview of the gut virome's role in T1D and T2D, its interplay with host immunity, and the innovative potential of fecal transplantation therapy in clinical diabetes management.


Subject(s)
Diabetes Mellitus, Type 1 , Diabetes Mellitus, Type 2 , Fecal Microbiota Transplantation , Gastrointestinal Microbiome , Virome , Humans , Diabetes Mellitus, Type 1/therapy , Diabetes Mellitus, Type 1/virology , Diabetes Mellitus, Type 1/immunology , Diabetes Mellitus, Type 2/therapy , Diabetes Mellitus, Type 2/virology , Animals , Bacteriophages/genetics , Bacteriophages/physiology , Viruses/genetics , Viruses/classification
17.
World J Microbiol Biotechnol ; 40(9): 269, 2024 Jul 16.
Article in English | MEDLINE | ID: mdl-39009934

ABSTRACT

Gold Nanoparticles (AuNPs) have gained significant attention in biosensor development due to their unique physical, chemical, and optical properties. When incorporated into biosensors, AuNPs offer several advantages, including a high surface area-to-volume ratio, excellent biocompatibility, ease of functionalization, and tunable optical properties. These properties make them ideal for the detection of various biomolecules, including proteins, nucleic acids, and bacterial and viral biomarkers. Traditional methods for detecting bacteria and viruses, such as RT-PCR and ELISA, often suffer from complexities, time consumption, and labor intensiveness. Consequently, researchers are continuously exploring novel devices to address these limitations and effectively detect a diverse array of infectious pathogenic microorganisms. In light of these challenges, nanotechnology has been instrumental in refining the architecture and performance of biosensors. By leveraging advancements in nanomaterials and strategies of biosensor fabrication the sensitivity and specificity of biosensors can be enhanced, enabling more precise detection of pathogenic bacteria and viruses. This review explores the versatility of AuNPs in detecting a variety of biomolecules, including proteins, nucleic acids, and bacterial and viral biomarkers. Furthermore, it evaluates recent advancements in AuNPs-based biosensors for the detection of pathogens, utilizing techniques such as optical biosensors, lateral flow immunoassays, colorimetric immunosensors, electrochemical biosensors, and fluorescence nanobiosensors. Additionally, the study discusses the existing challenges in the field and proposes future directions to improve AuNPs-based biosensors, with a focus on enhancing sensitivity, selectivity, and their utility in clinical and diagnostic applications.


Subject(s)
Bacteria , Biosensing Techniques , Gold , Metal Nanoparticles , Viruses , Biosensing Techniques/methods , Gold/chemistry , Metal Nanoparticles/chemistry , Viruses/isolation & purification , Bacteria/isolation & purification , Nanotechnology/methods , Humans , Biomarkers/analysis , Virus Diseases/diagnosis , Immunoassay/methods
18.
Front Immunol ; 15: 1390149, 2024.
Article in English | MEDLINE | ID: mdl-39021576

ABSTRACT

Background: Neuroinflammation represents the immune response of the central nervous system to nerve injury, infection, toxin stimulation, or autoimmunity and is implicated in a wide range of neurological disorders. Viruses play a pivotal role as extrinsic biological drivers in neuroinflammation; however, numerous aspects remain unexplored. In this study, we employed bibliometric analysis to assess the current status of viral research in neuroinflammation and anticipate future research directions and emerging trends. Methods: Conduct a comprehensive search for scholarly publications within the Web of Science Core Collection database, with search terms on neuroinflammation and virus. Apply Microsoft Excel Office, Hiplot, R (version 4.3.1), VOSviewer (version 1.6.20) and CiteSpace (6.2.R6, advanced) software for the bibliometric analysis and visualization. Results: A total of 4230 articles and reviews on virus and neuroinflammation were identified, demonstrating a consistent upward trend over time. The United States was the country that contributed the most publications. Approximately 22274 authors from 4474 institutions contributed to the research. Johns Hopkins University leads with the highest number of publications and citations. The top three authors with the most published articles on this field are Power, C., Lane, T. E., and Buch, S. The Journal of Neuroinflammation is the most authoritative choice for researchers. The main research focuses in this field include multiple sclerosis, Parkinson's disease, blood-brain barrier, COVID-19, Alzheimer's disease, gene therapy. In recent years, stress have emerged as hot keywords, particularly depression, human immunodeficiency virus-associated neurocognitive disorders, blood-brain barrier, gut microbiota related directions, indicating a potential shift in research focus. Conclusion: Research on the virus and neuroinflammation has attracted increasing attention in the past decade. European and American countries have been pivotal in conducting research on virus and neuroinflammation, while China has produced a significant number of publications, its impact is still limited. Stress is likely to emerge as the next area of focus in this field. The association and regulation between viral infection and psychiatric disorders are not fully understood, and further research is needed to explore the role of neuroinflammation caused by different types of viral infection and psychiatric disorders.


Subject(s)
Bibliometrics , Neuroinflammatory Diseases , Humans , Neuroinflammatory Diseases/immunology , Virus Diseases/immunology , Animals , Biomedical Research/trends , Viruses/immunology
19.
BMC Microbiol ; 24(1): 264, 2024 Jul 18.
Article in English | MEDLINE | ID: mdl-39026166

ABSTRACT

BACKGROUND: More than 90% of colorectal cancer (CRC) arises from advanced adenomas (AA) and gut microbes are closely associated with the initiation and progression of both AA and CRC. OBJECTIVE: To analyze the characteristic microbes in AA. METHODS: Fecal samples were collected from 92 AA and 184 negative control (NC). Illumina HiSeq X sequencing platform was used for high-throughput sequencing of microbial populations. The sequencing results were annotated and compared with NCBI RefSeq database to find the microbial characteristics of AA. R-vegan package was used to analyze α diversity and ß diversity. α diversity included box diagram, and ß diversity included Principal Component Analysis (PCA), principal co-ordinates analysis (PCoA), and non-metric multidimensional scaling (NMDS). The AA risk prediction models were constructed based on six kinds of machine learning algorithms. In addition, unsupervised clustering methods were used to classify bacteria and viruses. Finally, the characteristics of bacteria and viruses in different subtypes were analyzed. RESULTS: The abundance of Prevotella sp900557255, Alistipes putredinis, and Megamonas funiformis were higher in AA, while the abundance of Lilyvirus, Felixounavirus, and Drulisvirus were also higher in AA. The Catboost based model for predicting the risk of AA has the highest accuracy (bacteria test set: 87.27%; virus test set: 83.33%). In addition, 4 subtypes (B1V1, B1V2, B2V1, and B2V2) were distinguished based on the abundance of gut bacteria and enteroviruses (EVs). Escherichia coli D, Prevotella sp900557255, CAG-180 sp000432435, Phocaeicola plebeiuA, Teseptimavirus, Svunavirus, Felixounavirus, and Jiaodavirus are the characteristic bacteria and viruses of 4 subtypes. The results of Catboost model indicated that the accuracy of prediction improved after incorporating subtypes. The accuracy of discovery sets was 100%, 96.34%, 100%, and 98.46% in 4 subtypes, respectively. CONCLUSION: Prevotella sp900557255 and Felixounavirus have high value in early warning of AA. As promising non-invasive biomarkers, gut microbes can become potential diagnostic targets for AA, and the accuracy of predicting AA can be improved by typing.


Subject(s)
Adenoma , Bacteria , Colorectal Neoplasms , Feces , Gastrointestinal Microbiome , Humans , Gastrointestinal Microbiome/genetics , Bacteria/genetics , Bacteria/classification , Bacteria/isolation & purification , Adenoma/microbiology , Adenoma/virology , Feces/microbiology , Feces/virology , Colorectal Neoplasms/microbiology , Colorectal Neoplasms/virology , Male , Middle Aged , Female , Viruses/isolation & purification , Viruses/classification , Viruses/genetics , Viruses/pathogenicity , High-Throughput Nucleotide Sequencing , Aged , Machine Learning
20.
Microbiome ; 12(1): 130, 2024 Jul 18.
Article in English | MEDLINE | ID: mdl-39026313

ABSTRACT

BACKGROUND: The gut virome has been implicated in inflammatory bowel disease (IBD), yet a full understanding of the gut virome in IBD patients, especially across diverse geographic populations, is lacking. RESULTS: In this study, we conducted a comprehensive gut virome-wide association study in a Chinese cohort of 71 IBD patients (15 with Crohn's disease and 56 with ulcerative colitis) and 77 healthy controls via viral-like particle (VLP) and bulk virome sequencing of their feces. By utilizing an integrated gut virus catalog tailored to the IBD virome, we revealed fundamental alterations in the gut virome in IBD patients. These characterized 139 differentially abundant viral signatures, including elevated phages predicted to infect Escherichia, Klebsiella, Enterococcus_B, Streptococcus, and Veillonella species, as well as IBD-depleted phages targeting Prevotella, Ruminococcus_E, Bifidobacterium, and Blautia species. Remarkably, these viral signatures demonstrated high consistency across diverse populations such as those in Europe and the USA, emphasizing their significance and broad relevance in the disease context. Furthermore, fecal virome transplantation experiments verified that the colonization of these IBD-characterized viruses can modulate experimental colitis in mouse models. CONCLUSIONS: Building upon these insights into the IBD gut virome, we identified potential biomarkers for prognosis and therapy in IBD patients, laying the foundation for further exploration of viromes in related conditions. Video Abstract.


Subject(s)
Feces , Gastrointestinal Microbiome , Inflammatory Bowel Diseases , Virome , Humans , Gastrointestinal Microbiome/genetics , Animals , Feces/virology , Feces/microbiology , Mice , Inflammatory Bowel Diseases/virology , Inflammatory Bowel Diseases/microbiology , Female , Male , Adult , Middle Aged , Crohn Disease/virology , Crohn Disease/microbiology , Bacteriophages/genetics , Bacteriophages/isolation & purification , Colitis, Ulcerative/virology , Colitis, Ulcerative/microbiology , Bacteria/classification , Bacteria/genetics , Bacteria/isolation & purification , China , Fecal Microbiota Transplantation , Case-Control Studies , Viruses/classification , Viruses/isolation & purification , Viruses/genetics
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