ABSTRACT
Objective: Immune activation is associated with morbidity and mortality during human immunodeficiency virus (HIV) infection, despite receipt of antiretroviral therapy (ART). We investigated whether microbial translocation drives immune activation in HIV-infected Ugandan children. Methods: Nineteen markers of immune activation and inflammation were measured over 96 weeks in HIV-infected Ugandan children in the CHAPAS-3 Trial and HIV-uninfected age-matched controls. Microbial translocation was assessed using molecular techniques, including next-generation sequencing. Results: Of 249 children included, 142 were infected with HIV; of these, 120 were ART naive, with a median age of 2.8 years (interquartile range [IQR], 1.7-4.0 years) and a median baseline CD4+ T-cell percentage of 20% (IQR, 14%-24%), and 22 were ART experienced, with a median age of 6.5 years (IQR, 5.9-9.2 years) and a median baseline CD4+ T-cell percentage of 35% (IQR, 31%-39%). The control group comprised 107 children without HIV infection. The median increase in the CD4+ T-cell percentage was 17 percentage points (IQR, 12-22 percentage points) at week 96 among ART-naive children, and the viral load was <100 copies/mL in 76% of ART-naive children and 91% of ART-experienced children. Immune activation decreased with ART use. Children could be divided on the basis of immune activation markers into the following 3 clusters: in cluster 1, the majority of children were HIV uninfected; cluster 2 comprised a mix of HIV-uninfected children and HIV-infected ART-naive or ART-experienced children; and in cluster 3, the majority were ART naive. Immune activation was low in cluster 1, decreased in cluster 3, and persisted in cluster 2. Blood microbial DNA levels were negative or very low across groups, with no difference between clusters except for Enterobacteriaceae organisms (the level was higher in cluster 1; P < .0001). Conclusion: Immune activation decreased with ART use, with marker clustering indicating different activation patterns according to HIV and ART status. Levels of bacterial DNA in blood were low regardless of HIV status, ART status, and immune activation status. Microbial translocation did not drive immune activation in this setting. Clinical Trials Registration: ISRCTN69078957.
Subject(s)
Bacterial Translocation/immunology , Biomarkers/blood , HIV Infections/immunology , Bacterial Translocation/genetics , CD4 Lymphocyte Count , Child , Child, Preschool , DNA, Bacterial/blood , DNA, Ribosomal , Female , HIV Infections/blood , HIV Infections/drug therapy , HIV Infections/microbiology , Humans , Infant , Inflammation , Male , Uganda , Viral LoadABSTRACT
Background: Norovirus is a leading cause of worldwide and nosocomial gastroenteritis. The study aim was to assess the utility of molecular epidemiology using full genome sequences compared to routine infection prevention and control (IPC) investigations. Methods: Norovirus genomes were generated from new episodes of norovirus at a pediatric tertiary referral hospital over a 19-month period (n = 182). Phylogeny identified clusters of related sequences that were verified using epidemiological and clinical data. Results: Twenty-four clusters of related norovirus sequences ("sequence clusters") were observed, including 8 previously identified by IPC investigations ("IPC outbreaks"). Seventeen sequence clusters (involving 77/182 patients) were corroborated by epidemiological data ("epidemiologically supported clusters"), suggesting transmission between patients. Linked infections were identified among 44 patients who were missed by IPC investigations. Thirty-three percent of norovirus sequences were linked, suggesting nosocomial transmission; 24% of patients had nosocomial infections from an unknown source; and 43% were norovirus positive on admission. Conclusions: We show there are frequent introductions of multiple norovirus strains with extensive onward nosocomial transmission of norovirus in a pediatric hospital with a high proportion of immunosuppressed patients nursed in isolation. Phylogenetic analysis using full genome sequences is more sensitive than classic IPC investigations for identifying linked cases and should be considered when investigating norovirus nosocomial transmission. Sampling of staff, visitors, and the environment may be required for complete understanding of infection sources and transmission routes in patients with nosocomial infections not linked to other patients and among patients with phylogenetically linked cases but no evidence of direct contact.
Subject(s)
Caliciviridae Infections/transmission , Caliciviridae Infections/virology , Cross Infection/transmission , Cross Infection/virology , Genome, Viral , Norovirus/genetics , Child , Disease Outbreaks , Gastroenteritis/virology , Genotype , Hospitals, Pediatric , Humans , PhylogenyABSTRACT
Background: Varicella zoster virus (VZV) may cause encephalitis, both with and without rash. Here we investigate whether viruses recovered from the central nervous system (CNS; encephalitis or meningitis) differ genetically from those recovered from non-CNS samples. Methods: Enrichment-based deep sequencing of 45 VZV genomes from cerebral spinal fluid (CSF), plasma, bronchoalveolar lavage (BAL), and vesicles was carried out with samples collected from 34 patients with and without VZV infection of the CNS. Results: Viral sequences from multiple sites in the same patient were identical at the consensus level. Virus from vesicle fluid and CSF in cases of meningitis showed low-level diversity. By contrast, plasma, BAL, and encephalitis had higher numbers of variant alleles. Two CSF-encephalitis samples had high genetic diversity, with variant frequency patterns typical of mixed infections with different clades. Conclusions: Low viral genetic diversity in vesicle fluid is compatible with previous observations that VZV skin lesions arise from single or low numbers of virions. A similar result was observed in VZV from cases of VZV meningitis, a generally self-limiting infection. CSF from cases of encephalitis had higher diversity with evidence for mixed clade infections in 2 cases. We hypothesize that reactivation from multiple neurons may contribute to the pathogenesis of VZV encephalitis.
Subject(s)
DNA, Viral/cerebrospinal fluid , Encephalitis, Varicella Zoster/virology , Herpesvirus 3, Human/classification , Herpesvirus 3, Human/genetics , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Cohort Studies , Coinfection/virology , Cytoplasmic Vesicles/virology , Genetic Variation , Genome, Viral/genetics , Humans , Middle Aged , Viral Load , Young AdultABSTRACT
Background: Adenoviruses are significant pathogens for the immunocompromised, arising from primary infection or reinfection. Serotyping is insufficient to support nosocomial transmission investigations. We investigate whether whole-genome sequencing (WGS) provides clinically relevant information on transmission among patients in a pediatric tertiary hospital. Methods: We developed a target-enriched adenovirus WGS technique for clinical samples and retrospectively sequenced 107 adenovirus-positive residual diagnostic samples, including viremias (>5 × 104 copies/mL), from 37 patients collected January 2011-March 2016. Whole-genome sequencing was used to determine genotype and for phylogenetic analysis. Results: Adenovirus sequences were recovered from 105 of 107 samples. Full genome sequences were recovered from all 20 nonspecies C samples and from 36 of 85 species C viruses, with partial genome sequences recovered from the rest. Whole-genome phylogenetic analysis suggested linkage of 3 genotype A31 cases and uncovered an unsuspected epidemiological link to an A31 infection first detected on the same ward 4 years earlier. In 9 samples from 1 patient who died, we identified a mixed genotype adenovirus infection. Conclusions: Adenovirus WGS from clinical samples is possible and useful for genotyping and molecular epidemiology. Whole-genome sequencing identified likely nosocomial transmission with greater resolution than conventional genotyping and distinguished between adenovirus disease due to single or multiple genotypes.
Subject(s)
Adenoviridae/genetics , Adenovirus Infections, Human/virology , Cross Infection/virology , Genotype , Immunocompromised Host , Whole Genome Sequencing , Adenoviridae/classification , Adenovirus Infections, Human/transmission , Adolescent , Child , Child, Preschool , Cross Infection/transmission , Genomics , Humans , Infant , Molecular Epidemiology , PhylogenyABSTRACT
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ABSTRACT
Norovirus is acknowledged to be a leading cause of acute gastroenteritis worldwide, and its importance as a cause of chronic infection in immune deficient hosts is increasingly recognised. Current evidence suggests that a coordinated response of innate immune mechanisms, CD8+ cytotoxicity and a humoral response, with CD4+ orchestration, is necessary for norovirus clearance. We explain how primary immune deficiency impairs these host defences and predisposes to chronic infection, associated with protracted diarrhoea, weight loss, and requirement for parenteral nutrition. The mucosal villous atrophy frequently seen in norovirus infection appears to be immune mediated, suggesting that some functional immune response is required in order for chronic norovirus infection to become symptomatic in primary immune deficiency. We provide a comprehensive summary of published cases of norovirus infection in patients with primary immune deficiency. Spontaneous viral clearance has been described; however, the majority of reported cases have had prolonged and severe illness. Treatment strategies are discussed in detail. Approaches that have been tried in patients with primary immune deficiency include exclusion diets, enteral and intravenous immunoglobulins, breast milk, immunosuppressants, ribavirin, and nitazoxanide. To date, only ribavirin has been used with apparent success to achieve clearance of chronic norovirus in primary immune deficiency, and randomised controlled trials are needed to evaluate a number of promising therapies that are discussed.
ABSTRACT
We report acute retinal necrosis caused by the vaccine Oka strain following immunization of a 78-year-old woman with live zoster vaccine. Whole genome sequencing confirmed the ocular vOka strain to be derived from the vaccine and excluded the presence of new mutations or recombination with wild-type Varicella zoster virus.
Subject(s)
Herpes Zoster Vaccine/adverse effects , Herpes Zoster/complications , Herpesvirus 3, Human/isolation & purification , Retinal Necrosis Syndrome, Acute/virology , Vaccination/adverse effects , Acyclovir/administration & dosage , Acyclovir/analogs & derivatives , Acyclovir/therapeutic use , Aged , Antiviral Agents/administration & dosage , Antiviral Agents/therapeutic use , DNA Viruses/genetics , DNA Viruses/isolation & purification , DNA, Viral , Eye/cytology , Eye/pathology , Eye/virology , Female , Herpes Zoster/prevention & control , Herpes Zoster Vaccine/administration & dosage , Herpesvirus 3, Human/genetics , Humans , Retinal Necrosis Syndrome, Acute/diagnosis , Retinal Necrosis Syndrome, Acute/drug therapy , Retinal Necrosis Syndrome, Acute/etiology , Valacyclovir , Valine/administration & dosage , Valine/analogs & derivatives , Valine/therapeutic use , Vitreous Body/cytology , Vitreous Body/immunology , Vitreous Body/virology , Whole Genome SequencingABSTRACT
Routine childhood vaccination against measles, mumps and rubella has virtually abolished virus-related morbidity and mortality. Notwithstanding this, we describe here devastating neurological complications associated with the detection of live-attenuated mumps virus Jeryl Lynn (MuVJL5) in the brain of a child who had undergone successful allogeneic transplantation for severe combined immunodeficiency (SCID). This is the first confirmed report of MuVJL5 associated with chronic encephalitis and highlights the need to exclude immunodeficient individuals from immunisation with live-attenuated vaccines. The diagnosis was only possible by deep sequencing of the brain biopsy. Sequence comparison of the vaccine batch to the MuVJL5 isolated from brain identified biased hypermutation, particularly in the matrix gene, similar to those found in measles from cases of SSPE. The findings provide unique insights into the pathogenesis of paramyxovirus brain infections.
Subject(s)
Brain/virology , Encephalitis, Viral/virology , Mumps Vaccine/adverse effects , Mumps virus/isolation & purification , Biopsy , Brain/diagnostic imaging , Brain/pathology , Chronic Disease , Encephalitis, Viral/complications , Encephalitis, Viral/diagnostic imaging , Encephalitis, Viral/therapy , Fatal Outcome , High-Throughput Nucleotide Sequencing , Humans , Infant , Male , Mumps virus/genetics , Severe Combined Immunodeficiency/complications , Severe Combined Immunodeficiency/diagnostic imaging , Severe Combined Immunodeficiency/therapyABSTRACT
We report the first use of whole viral genome sequencing to identify nosocomial transmission of varicella-zoster virus with fatal outcome. The index case patient, nursed in source isolation, developed disseminated zoster with rash present for 1 day before being transferred to the intensive care unit (ICU). Two patients who had received renal transplants while inpatients in an adjacent ward developed chickenpox and 1 died; neither patient had direct contact with the index patient.
Subject(s)
Chickenpox/transmission , Chickenpox/virology , Cross Infection/transmission , Cross Infection/virology , Genome, Viral/genetics , Herpesvirus 3, Human/genetics , Aged , Female , Herpes Zoster/transmission , Herpes Zoster/virology , Humans , Intensive Care Units , Kidney Transplantation/adverse effects , Male , Middle AgedABSTRACT
Norovirus incidence was compared between severe combined immunodeficiency children with (n = 10) and without (n = 8) B cells. 60% of B+ and 63% of B- patients developed norovirus infections therefore norovirus replication in B lymphocytes is not essential for infection.
Subject(s)
B-Lymphocytes/virology , Caliciviridae Infections/pathology , Norovirus/immunology , Severe Combined Immunodeficiency/virology , Adolescent , B-Lymphocytes/pathology , Caliciviridae Infections/immunology , Child , Child, Preschool , Humans , Infant , Retrospective StudiesSubject(s)
Agammaglobulinemia/immunology , Agammaglobulinemia/virology , Genetic Diseases, X-Linked/immunology , Genetic Diseases, X-Linked/virology , Kobuvirus/immunology , Picornaviridae Infections/immunology , Picornaviridae Infections/virology , Virus Diseases/immunology , Adolescent , Chronic Disease , Graft vs Host Disease/immunology , Graft vs Host Disease/virology , Hematopoietic Stem Cell Transplantation/methods , Humans , Male , Virus Diseases/virologyABSTRACT
Norovirus full-genome sequencing is challenging due to sequence heterogeneity among genomes. Previous methods have relied on PCR amplification, which is problematic due to primer design, and transcriptome sequencing (RNA-Seq), which nonspecifically sequences all RNA, including host and bacterial RNA, in stool specimens. Target enrichment uses a panel of custom-designed 120-mer RNA baits that are complementary to all publicly available norovirus sequences, with multiple baits targeting each position of the genome, which overcomes the challenge of primer design. Norovirus genomes are enriched from stool RNA extracts to minimize the sequencing of nontarget RNA. SureSelect target enrichment and Illumina sequencing were used to sequence full genomes from 507 norovirus-positive stool samples with reverse transcription-real-time PCR cycle threshold (CT) values of 10 to 43. Sequencing on an Illumina MiSeq system in batches of 48 generated, on average, 81% on-target reads per sample and 100% genome coverage with >12,000-fold read depth. Samples included genotypes GI.1, GI.2, GI.3, GI.6, GI.7, GII.1, GII.2, GII.3, GII.4, GII.5, GII.6, GII.7, GII.13, GII.14, and GII.17. When outliers were accounted for, we generated >80% genome coverage for all positive samples, regardless of CT values. A total of 164 samples were tested in parallel with conventional PCR genotyping of the capsid shell domain; 164/164 samples were successfully sequenced, compared to 158/164 samples that were amplified by PCR. Four of the samples that failed capsid PCR analysis had low titers, which suggests that target enrichment is more sensitive than gel-based PCR. Two samples failed PCR due to primer mismatches; target enrichment uses multiple baits targeting each position, thus accommodating sequence heterogeneity among norovirus genomes.
Subject(s)
Feces/virology , Genome, Viral , Norovirus/isolation & purification , Nucleic Acid Hybridization/methods , RNA, Viral/genetics , Sequence Analysis, DNA/methods , Specimen Handling/methods , Caliciviridae Infections/virology , Humans , Male , Norovirus/geneticsABSTRACT
UNLABELLED: Varicella-zoster virus (VZV) is a human herpesvirus, which during primary infection typically causes varicella (chicken pox) and establishes lifelong latency in sensory and autonomic ganglia. Later in life, the virus may reactivate to cause herpes zoster (HZ; also known as shingles). To prevent these diseases, a live-attenuated heterogeneous vaccine preparation, vOka, is used routinely in many countries worldwide. Recent studies of another alphaherpes virus, infectious laryngotracheitis virus, demonstrate that live-attenuated vaccine strains can recombine in vivo, creating virulent progeny. These findings raised concerns about using attenuated herpesvirus vaccines under conditions that favor recombination. To investigate whether VZV may undergo recombination, which is a prerequisite for VZV vaccination to create such conditions, we here analyzed 115 complete VZV genomes. Our results demonstrate that recombination occurs frequently for VZV. It thus seems that VZV is fully capable of recombination if given the opportunity, which may have important implications for continued VZV vaccination. Although no interclade vaccine wild-type recombinant strains were found, intraclade recombinants were frequently detected in clade 2, which harbors the vaccine strains, suggesting that the vaccine strains have already been involved in recombination events, either in vivo or in vitro during passages in cell culture. Finally, previous partial and complete genomic studies have described strains that do not cluster phylogenetically to any of the five established clades. The additional VZV strains sequenced here, in combination with those previously published, have enabled us to formally define a novel sixth VZV clade. IMPORTANCE: Although genetic recombination has been demonstrated to frequently occur for other human alphaherpesviruses, herpes simplex viruses 1 and 2, only a few ancient and isolated recent recombination events have hitherto been demonstrated for VZV. In the present study, we demonstrate that VZV also frequently undergoes genetic recombination, including strains belonging to the clade containing the vOKA strain.
Subject(s)
Herpesvirus 3, Human/genetics , Recombination, Genetic , Adult , Child , Child, Preschool , Cluster Analysis , DNA, Viral/chemistry , DNA, Viral/genetics , Genetic Variation , Genome, Viral , Herpesvirus 3, Human/isolation & purification , Humans , Molecular Sequence Data , Phylogeny , Sequence Analysis, DNA , Sequence HomologyABSTRACT
Neuroinvasive astrovirus (VA1-HMO-C) is an emerging life-threatening infection in immunocompromised hosts. We describe an 8-month-old child who died of VA1/HMO-C encephalitis following bone marrow transplantation. The diagnosis was only made post-mortem using RNA deep sequencing of the brain. Repeat analysis of the post-mortem brain tissue using polymerase chain reaction specific primers for VA1/HMO-C was positive. Astrovirus VA1/HMO-C should be included in the evaluation of patients with similar encephalitis.
Subject(s)
Astroviridae Infections/virology , Bone Marrow Transplantation/adverse effects , Encephalitis, Viral/virology , Hematopoietic Stem Cell Transplantation/adverse effects , Immunosuppressive Agents/adverse effects , Leukemia, Myeloid, Acute/surgery , Mamastrovirus/isolation & purification , Opportunistic Infections/virology , Transplantation Conditioning/adverse effects , Biopsy , Brain/diagnostic imaging , Brain/pathology , Chromosomes, Human, Pair 10/genetics , Chromosomes, Human, Pair 11/genetics , Diarrhea/etiology , Encephalitis, Viral/cerebrospinal fluid , Encephalitis, Viral/diagnostic imaging , Encephalitis, Viral/pathology , Enteritis/complications , Enteritis/virology , Fatal Outcome , Feces/virology , Female , Graft vs Host Disease/drug therapy , Humans , Immunocompromised Host , Immunosuppressive Agents/administration & dosage , Immunosuppressive Agents/therapeutic use , Infant , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Magnetic Resonance Imaging , RNA, Viral/isolation & purification , Sequence Analysis, RNA , Translocation, GeneticABSTRACT
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.
Subject(s)
Astroviridae Infections/virology , Brain/pathology , Encephalitis, Viral/diagnosis , Encephalitis, Viral/pathology , Immunocompromised Host , Mamastrovirus/pathogenicity , Astroviridae Infections/diagnosis , Astroviridae Infections/pathology , Base Sequence , Biopsy , Brain/ultrastructure , Encephalitis, Viral/virology , Feces/virology , Genome, Viral , Genotype , High-Throughput Nucleotide Sequencing , Humans , Infant , Male , Mamastrovirus/genetics , Mamastrovirus/isolation & purification , Phylogeny , Prevalence , RNA, Viral/genetics , Reverse Transcriptase Polymerase Chain Reaction , Sequence Analysis, DNA , Sequence Analysis, RNA , Stem Cell TransplantationABSTRACT
The rapid identification of antimicrobial resistance is essential for effective treatment of highly resistant Mycobacterium tuberculosis. Whole-genome sequencing provides comprehensive data on resistance mutations and strain typing for monitoring transmission, but unlike for conventional molecular tests, this has previously been achievable only from cultures of M. tuberculosis. Here we describe a method utilizing biotinylated RNA baits designed specifically for M. tuberculosis DNA to capture full M. tuberculosis genomes directly from infected sputum samples, allowing whole-genome sequencing without the requirement of culture. This was carried out on 24 smear-positive sputum samples, collected from the United Kingdom and Lithuania where a matched culture sample was available, and 2 samples that had failed to grow in culture. M. tuberculosis sequencing data were obtained directly from all 24 smear-positive culture-positive sputa, of which 20 were of high quality (>20× depth and >90% of the genome covered). Results were compared with those of conventional molecular and culture-based methods, and high levels of concordance between phenotypical resistance and predicted resistance based on genotype were observed. High-quality sequence data were obtained from one smear-positive culture-negative case. This study demonstrated for the first time the successful and accurate sequencing of M. tuberculosis genomes directly from uncultured sputa. Identification of known resistance mutations within a week of sample receipt offers the prospect for personalized rather than empirical treatment of drug-resistant tuberculosis, including the use of antimicrobial-sparing regimens, leading to improved outcomes.
Subject(s)
Bacteriological Techniques/methods , Drug Resistance, Bacterial , Genotyping Techniques/methods , Mycobacterium tuberculosis/genetics , Specimen Handling/methods , Sputum/microbiology , Tuberculosis, Pulmonary/microbiology , Humans , Lithuania , Mycobacterium tuberculosis/drug effects , Mycobacterium tuberculosis/isolation & purification , Sequence Analysis, DNA/methods , Time Factors , Tuberculosis, Pulmonary/diagnosis , United KingdomSubject(s)
B-Lymphocytes/immunology , Caliciviridae Infections/immunology , Common Variable Immunodeficiency/immunology , Immunocompromised Host , Norovirus/physiology , T-Lymphocytes/immunology , Adult , Antigens, CD19/metabolism , Antiviral Agents/therapeutic use , Caliciviridae Infections/diagnosis , Caliciviridae Infections/drug therapy , Cells, Cultured , Common Variable Immunodeficiency/diagnosis , Common Variable Immunodeficiency/drug therapy , Enterocolitis , Female , Humans , Male , Middle Aged , Nitro Compounds , Programmed Cell Death 1 Receptor/metabolism , Recurrence , Ribavirin/therapeutic use , Species Specificity , Thiazoles/therapeutic use , Treatment Outcome , Up-RegulationABSTRACT
BACKGROUND: Chlamydia trachomatis is a pathogen of worldwide importance, causing more than 100 million cases of sexually transmitted infections annually. Whole-genome sequencing is a powerful high resolution tool that can be used to generate accurate data on bacterial population structure, phylogeography and mutations associated with antimicrobial resistance. The objective of this study was to perform whole-genome enrichment and sequencing of C. trachomatis directly from clinical samples. METHODS: C. trachomatis positive samples comprising seven vaginal swabs and three urine samples were sequenced without prior in vitro culture in addition to nine cultured C. trachomatis samples, representing different serovars. A custom capture RNA bait set, that captures all known diversity amongst C. trachomatis genomes, was used in a whole-genome enrichment step during library preparation to enrich for C. trachomatis DNA. All samples were sequenced on the MiSeq platform. RESULTS: Full length C. trachomatis genomes (>95-100% coverage of a reference genome) were successfully generated for eight of ten clinical samples and for all cultured samples. The proportion of reads mapping to C. trachomatis and the mean read depth across each genome were strongly linked to the number of bacterial copies within the original sample. Phylogenetic analysis confirmed the known population structure and the data showed potential for identification of minority variants and mutations associated with antimicrobial resistance. The sensitivity of the method was >10-fold higher than other reported methodologies. CONCLUSIONS: The combination of whole-genome enrichment and deep sequencing has proven to be a non-mutagenic approach, capturing all known variation found within C. trachomatis genomes. The method is a consistent and sensitive tool that enables rapid whole-genome sequencing of C. trachomatis directly from clinical samples and has the potential to be adapted to other pathogens with a similar clonal nature.
Subject(s)
Chlamydia Infections/microbiology , Chlamydia trachomatis/genetics , Base Sequence , High-Throughput Nucleotide Sequencing , Humans , Phylogeny , Sequence Analysis, DNAABSTRACT
Metagenomics is gradually being implemented for diagnosing infectious diseases. However, in-depth protocol comparisons for viral detection have been limited to individual sets of experimental workflows and laboratories. In this study, we present a benchmark of metagenomics protocols used in clinical diagnostic laboratories initiated by the European Society for Clinical Virology (ESCV) Network on NGS (ENNGS). A mock viral reference panel was designed to mimic low biomass clinical specimens. The panel was used to assess the performance of twelve metagenomic wet lab protocols currently in use in the diagnostic laboratories of participating ENNGS member institutions. Both Illumina and Nanopore, shotgun and targeted capture probe protocols were included. Performance metrics sensitivity, specificity, and quantitative potential were assessed using a central bioinformatics pipeline. Overall, viral pathogens with loads down to 104 copies/ml (corresponding to CT values of 31 in our PCR assays) were detected by all the evaluated metagenomic wet lab protocols. In contrast, lower abundant mixed viruses of CT values of 35 and higher were detected only by a minority of the protocols. Considering the reference panel as the gold standard, optimal thresholds to define a positive result were determined per protocol, based on the horizontal genome coverage. Implementing these thresholds, sensitivity and specificity of the protocols ranged from 67 to 100 % and 87 to 100 %, respectively. A variety of metagenomic protocols are currently in use in clinical diagnostic laboratories. Detection of low abundant viral pathogens and mixed infections remains a challenge, implying the need for standardization of metagenomic analysis for use in clinical settings.