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1.
EBioMedicine ; 98: 104858, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37925777

ABSTRACT

BACKGROUND: Nanopore metagenomics has been used for infectious disease diagnosis for bacterial pathogens. However, this technology currently lacks comprehensive performance studies in clinical settings for simultaneous detection of bacteria, fungi, and viruses. METHODS: We developed a dual-process of Nanopore sequencing for one sample, with unbiased metagenomics in Meta process and target enrichment in Panel process (Nanopore Meta-Panel process, NanoMP) and prospectively enrolled 450 respiratory specimens from multiple centers. The filter system of pathogen detection was established with machine learning and receiver operator characteristic (ROC) curve to optimize the detection accuracy based on orthogonal test of 21 species. Antimicrobial resistance (AMR) genes were identified based on the Comprehensive Antibiotic Resistance Database (CARD) and single-nucleotide polymorphism matrix. FINDINGS: Our approach showed high sensitivity in Meta process, with 82.9%, 88.7%, and 75.0% for bacteria, fungi (except Aspergillus), and Mycobacterium tuberculosis groups, respectively. Moreover, target amplification improved the sensitivity of virus (>80.0% vs. 39.4%) and Aspergillus (81.8% vs. 42.3%) groups in Panel process compared with Meta process. Overall, NanoMP achieved 80.2% sensitivity and 98.8% specificity compared with the composite reference standard, and we were able to accurately detect AMR genes including blaKPC-2, blaOXA-23 and mecA and distinguish their parent organisms in patients with mixed infections. INTERPRETATION: We combined metagenomic and enriched Nanopore sequencing for one sample in parallel. Our NanoMP approach simultaneously covered bacteria, viruses and fungi in respiratory specimens and demonstrated good diagnostic performance in real clinical settings. FUNDING: National Key Research and Development Program of China and National Natural Science Foundation of China.


Subject(s)
Nanopore Sequencing , Respiratory Tract Infections , Humans , Respiratory Tract Infections/diagnosis , Respiratory Tract Infections/genetics , Bacteria/genetics , Metagenome , China , High-Throughput Nucleotide Sequencing , Metagenomics
2.
Transl Androl Urol ; 11(11): 1544-1554, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36507479

ABSTRACT

Background: Bladder cancer (BC) is the most common malignancy of the urinary tract in China, and the extent of tumor invasion negatively correlates with prognosis. The mechanism of tumor invasion in BC has been unclear until recent studies revealed the critical role of long noncoding RNAs (lncRNAs) in the proliferation and invasion of tumors. Several lncRNAs have been reported to be associated with pathogenesis in BC, but not specifically. Methods: We used a microarray to screen the candidate lncRNAs with different expressions in BC. The expression of the lncRNAs in BC tissues or cells was identified by reverse transcription polymerase chain reaction (RT-PCR) or quantitative real-time PCR (qRT-PCR), and their ectopic expressions were measured via transfection experiment. The function of the lncRNAs was investigated by flow cytometry, caspase-3 enzyme linked immunosorbent assay (ELISA), Cell Counting Kit-8 (CCK-8), wound healing, transwell and colony formation experiments in vitro and xenograft experiments in vivo. Results: We identified a novel sense lncRNA, NONHSAT070806, that was downregulated in BC tissues and cells and negatively correlated with level of tumor invasion in patients. Furthermore, overexpression of NONHSAT070806 induced apoptosis of T24 and 5637 cells, inhibited the proliferation, migration and invasion of BC cells, and attenuated the tumorigenesis of BC cells both in vitro and in vivo. Conclusions: NONHSAT070806 may act as a suppressor of BC and is a potential indicator of the invasiveness of BC.

3.
EBioMedicine ; 73: 103639, 2021 Nov.
Article in English | MEDLINE | ID: mdl-34700283

ABSTRACT

BACKGROUND: Lung biopsy tissue samples can be used for infection detection and cancer diagnosis. Metagenomic next-generation sequencing (mNGS) has the potential to further improve diagnosis. METHODS: From July 2018 to May 2020, lung biopsy samples of 133 patients with suspected pulmonary infection or abnormal imaging findings were collected and subjected to clinical microbiological testing, Illumina and Nanopore sequencing to identify pathogens. The neural networks were pretrained by extracting features of human reads from 2,095 metagenomic next-generation sequencing results, and the human reads of lung biopsy samples were entered into the validated pipeline to predict the risk of cancer. FINDINGS: Based on the pathogen-cancer detection pipeline, the Illumina platform showed 77·6% sensitivity and 97·6% specificity compared to the composite reference standard for infection diagnosis. However, the Nanopore platform showed 34·7% sensitivity and 98·7% specificity. mNGS identified more fungi, which was confirmed by subsequent pathological examination. M. tuberculosis complex was weakly detected. For cancer detection, compared with histology, the Illumina platform showed 83·7% sensitivity and 97·6% specificity, diagnosing an additional 36 cancer patients, of whom half had abnormal imaging findings (pulmonary shadow, space-occupying lesions, or nodules). INTERPRETATION: For the first time, we have established a pipeline to simultaneously detect pathogens and cancer based on Illumina sequencing of lung biopsy tissue. This pipeline efficiently diagnosed cancer in patients with abnormal imaging findings. FUNDING: This work was supported by the National Key Research and Development Program of China and National Natural Science Foundation of China.


Subject(s)
Biopsy , Lung Diseases/diagnosis , Lung Diseases/etiology , Lung/pathology , Metagenomics , Neoplasms/complications , Adult , Aged , Biopsy/methods , Disease Management , Disease Susceptibility , Female , Genomic Instability , High-Throughput Nucleotide Sequencing , Humans , Male , Metagenome , Metagenomics/methods , Middle Aged , Neoplasms/diagnosis , Young Adult
4.
Clin Chem ; 67(8): 1133-1143, 2021 08 05.
Article in English | MEDLINE | ID: mdl-34060627

ABSTRACT

BACKGROUND: Metagenomic next-generation sequencing (mNGS) of plasma cell-free DNA has emerged as a promising diagnostic technology for bloodstream infections. However, a major limitation of current mNGS assays is the high rate of false-positive results due to contamination. METHODS: We made novel use of 3 control groups-external negative controls under long-term surveillance, blood samples with a negative result in conventional tests, and a group of healthy people-that were combined and dedicated to distinguishing contaminants arising from specimen collection, sample processing, and human normal flora. We also proposed novel markers to filter out false-positive interspecies calls. This workflow was applied retrospectively to 209 clinical plasma samples from patients with suspected bloodstream infections. Every pathogen identified by the mNGS test was reviewed to assess the diagnostic performance of the workflow. RESULTS: Our mNGS workflow showed clinical sensitivity of 87.1%, clinical specificity of 80.2%, positive predictive value of 77.9%, and negative predictive value of 88.6% compared with the composite reference standard. Notably, mNGS showed great improvement in clinical specificity compared with the current test while keeping clinical sensitivity at a high level. CONCLUSION: The mNGS workflow with multiple control groups dedicated to distinguishing nonpathogen microbes from real causal pathogens has reducing false-positive results. This contribution, with its optimization of workflow and careful use of controls, can help mNGS become a powerful tool for identifying the pathogens responsible for bloodstream infections.


Subject(s)
Metagenomics , Sepsis , High-Throughput Nucleotide Sequencing/methods , Humans , Predictive Value of Tests , Retrospective Studies , Sensitivity and Specificity , Sepsis/diagnosis
5.
Front Immunol ; 12: 654649, 2021.
Article in English | MEDLINE | ID: mdl-33868297

ABSTRACT

Extracellular traps released by neutrophils (NETs) are essential for the clearance of Pseudomonas aeruginosa. Alkaline protease (AprA) secreted by P. aeruginosa negatively correlates with clinical improvement. Moreover, anti-AprA in patients with cystic fibrosis (CF) can help identify patients with aggressive forms of chronic infection. However, the mechanism underlying the clinical outcomes remains unclear. We demonstrated that aprA deficiency in P. aeruginosa decreased the bacterial burden and reduced lung infection. AprA degraded NET components in vitro and in vivo but did not affect NET formation. Importantly, antibodies induced by AprA acted as an agonist and directly enhanced the degrading activities of AprA. Moreover, antisera from patients with P. aeruginosa infection exhibited antibody-dependent enhancement (ADE) similar to that of the antibodies we prepared. Our further investigations showed that the interaction between AprA and the specific antibodies might make the enzyme active sites better exposed, and subsequently enhance the recognition of substrates and accelerate the degradation. Our findings revealed that AprA secreted by P. aeruginosa may aggravate infection by destroying formed NETs, an effect that was further enhanced by its antibodies.


Subject(s)
Antibodies, Bacterial/immunology , Antigens, Bacterial/immunology , Bacterial Proteins/immunology , Endopeptidases/immunology , Extracellular Traps/immunology , Pseudomonas Infections/immunology , Pseudomonas Infections/microbiology , Pseudomonas aeruginosa/immunology , Animals , Antibody-Dependent Cell Cytotoxicity , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Disease Models, Animal , Endopeptidases/genetics , Endopeptidases/metabolism , Extracellular Traps/enzymology , Female , Host-Pathogen Interactions/immunology , Humans , Mice , Neutrophils/immunology , Neutrophils/metabolism , Pneumonia, Bacterial/immunology , Pneumonia, Bacterial/metabolism , Pneumonia, Bacterial/microbiology , Pneumonia, Bacterial/pathology , Pseudomonas Infections/metabolism , Pseudomonas aeruginosa/enzymology , Pseudomonas aeruginosa/pathogenicity
6.
Virulence ; 11(1): 1122-1130, 2020 12.
Article in English | MEDLINE | ID: mdl-32865110

ABSTRACT

Carbapenem-resistant hypervirulent Klebsiella pneumoniae (CR-hvKP) have been reported in recent years across Asian countries and pose a serious threat to public health. Neutrophils represent the first line of defense against numerous infectious pathogens, such as CR-hvKP. Neutrophil extracellular traps (NETs) constitute one of the major antimicrobial defense mechanisms in neutrophils against invading pathogens, especially against hvKP. Interestingly, previous studies have demonstrated that patients with type 2 diabetes mellitus (T2D) display elevated levels of NETosis but are vulnerable to infections caused by hvKP. The discrepancy propels us to investigate the role of NETs in hvKP infections in the context of T2D. By utilizing a clinical-derived CR-hvKP strain and a combination of NETs complex detection, phagocytosis testing, NETs killing assay and immunofluorescence, and scanning electron microscope assays, we identified defective NETs-mediated killing of CR-hvKP strain in patients with T2D. Specifically, we show that the impaired NETs-mediated killing in T2D is not due to the decreased NETs formation, as the neutrophils isolated from T2D patients exhibited enhanced NETs formation compared to healthy controls. Further, we demonstrate that the reduced NETs activity does not result from the trapping failure of CR-hvKP, but likely associated with the deficient surface damage conferred by the NETs of T2D patients. Our data provide a novel insight into the defective innate immune response against CR-hvKP in T2D.


Subject(s)
Carbapenem-Resistant Enterobacteriaceae/immunology , Carbapenem-Resistant Enterobacteriaceae/pathogenicity , Diabetes Mellitus, Type 2/immunology , Extracellular Traps/microbiology , Klebsiella pneumoniae/pathogenicity , Neutrophils/microbiology , Carbapenems/pharmacology , Cells, Cultured , Diabetes Mellitus, Type 2/complications , Disease Susceptibility , Humans , Immunity, Innate/immunology , Klebsiella Infections/blood , Klebsiella Infections/microbiology , Klebsiella pneumoniae/drug effects , Neutrophils/pathology , Phagocytosis/immunology
7.
BMC Microbiol ; 18(1): 181, 2018 11 12.
Article in English | MEDLINE | ID: mdl-30419818

ABSTRACT

BACKGROUND: Staphylococcus aureus is a leading cause of Gram-positive bacterial infections worldwide; however, the treatment of S. aureus infection has become increasingly difficult due to the prevalence of methicillin-resistant S. aureus strains, highlighting the urgent need for the development of novel strategies. The complexity of S. aureus pathogenesis relies on virulence factors. Recent studies have demonstrated that leukocidins expressed by the majority of clinical isolates play important roles in the pathogenesis of S. aureus. RESULTS: In this study, we developed three human monoclonal antibodies against all F-components of leukocidins HlgABC, LukSF, and LukED with high affinity. These antibodies were found to be capable of blocking leukocidin-mediated cell lysis in vitro. Furthermore, the antibodies dramatically reduced disease progression and mortality after S. aureus infection in vivo. CONCLUSIONS: Our findings revealed that neutralizing bicomponent leukocidins may be a promising strategy to combat infections caused by S. aureus.


Subject(s)
Antibodies, Monoclonal/administration & dosage , Hemolysin Proteins/immunology , Leukocidins/immunology , Staphylococcal Infections/drug therapy , Staphylococcal Infections/mortality , Staphylococcus aureus/physiology , Animals , Antibodies, Monoclonal/immunology , Disease Progression , Erythrocytes/drug effects , Female , Hemolysin Proteins/toxicity , Hemolysis/drug effects , Humans , Leukocidins/toxicity , Mice, Inbred BALB C , Neutralization Tests , Rabbits , Staphylococcal Infections/immunology , Staphylococcal Infections/microbiology , Staphylococcus aureus/genetics
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