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1.
J Hepatol ; 2024 Apr 09.
Article in English | MEDLINE | ID: mdl-38604387

ABSTRACT

BACKGROUND AND AIMS: In individuals highly exposed to hepatitis C virus (HCV), reinfection is common, suggesting that natural development of sterilising immunity is difficult. In those that are reinfected, some will develop a persistent infection, while a small proportion repeatedly clear the virus, suggesting natural protection is possible. The aim of this study was to characterise immune responses associated with rapid natural clearance of HCV reinfection. METHODS: Broad neutralising antibodies (BnAbs) and Envelope 2 (E2)-specific memory B cell (MBCs) responses were examined longitudinally in 15 subjects with varied reinfection outcomes. RESULTS: BnAb responses were associated with MBC recall, but not with reinfection clearance. Strong evidence of antigen imprinting was found, and the B cell receptor repertoire showed a high level of clonality with ongoing somatic hypermutation of many clones over subsequent reinfection events. Single cell transcriptomic analyses showed that cleared reinfections featured an activated transcriptomic profile in HCV-specific B cells that rapidly expanded upon reinfection. CONCLUSIONS: MBC quality, but not necessarily breadth of nAb responses, is important for protection against antigenically diverse variants, which is encouraging for HCV vaccine development.

2.
Immunol Cell Biol ; 101(2): 142-155, 2023 02.
Article in English | MEDLINE | ID: mdl-36353774

ABSTRACT

The long-term health consequences of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection are still being understood. The molecular and phenotypic properties of SARS-CoV-2 antigen-specific T cells suggest a dysfunctional profile that persists in convalescence in those who were severely ill. By contrast, the antigen-specific memory B-cell (MBC) population has not yet been analyzed to the same degree, but phenotypic analysis suggests differences following recovery from mild or severe coronavirus disease 2019 (COVID-19). Here, we performed single-cell molecular analysis of the SARS-CoV-2 receptor-binding domain (RBD)-specific MBC population in three patients after severe COVID-19 and four patients after mild/moderate COVID-19. We analyzed the transcriptomic and B-cell receptor repertoire profiles at ~2 months and ~4 months after symptom onset. Transcriptomic analysis revealed a higher level of tumor necrosis factor-alpha (TNF-α) signaling via nuclear factor-kappa B in the severe group, involving CD80, FOS, CD83 and TNFAIP3 genes that was maintained over time. We demonstrated the presence of two distinct activated MBCs subsets based on expression of CD80hi TNFAIP3hi and CD11chi CD95hi at the transcriptome level. Both groups revealed an increase in somatic hypermutation over time, indicating progressive evolution of humoral memory. This study revealed distinct molecular signatures of long-term RBD-specific MBCs in convalescence, indicating that the longevity of these cells may differ depending on acute COVID-19 severity.


Subject(s)
COVID-19 , Humans , SARS-CoV-2 , Memory B Cells , Convalescence , Antibodies, Viral
3.
Nat Commun ; 13(1): 7543, 2022 12 07.
Article in English | MEDLINE | ID: mdl-36477661

ABSTRACT

T cell exhaustion is a hallmark of hepatitis C virus (HCV) infection and limits protective immunity in chronic viral infections and cancer. Limited knowledge exists of the initial viral and immune dynamics that characterise exhaustion in humans. We studied longitudinal blood samples from a unique cohort of individuals with primary infection using single-cell multi-omics to identify the functions and phenotypes of HCV-specific CD8+ T cells. Early elevated IFN-γ response against the transmitted virus is associated with the rate of immune escape, larger clonal expansion, and early onset of exhaustion. Irrespective of disease outcome, we find heterogeneous subsets of progenitors of exhaustion, based on the level of PD-1 expression and loss of AP-1 transcription factors. Intra-clonal analysis shows distinct trajectories with multiple fates and evolutionary plasticity of precursor cells. These findings challenge the current paradigm on the contribution of CD8+ T cells to HCV disease outcome and provide data for future studies on T cell differentiation in human infections.


Subject(s)
CD8-Positive T-Lymphocytes , Virus Diseases , Humans
4.
Cell Rep ; 38(6): 110345, 2022 02 08.
Article in English | MEDLINE | ID: mdl-35090598

ABSTRACT

Understanding the long-term maintenance of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) immunity is critical for predicting protection against reinfection. In an age- and gender-matched cohort of 24 participants, the association of disease severity and early immune responses on the maintenance of humoral immunity 12 months post-infection is examined. All severely affected participants maintain a stable subset of SARS-CoV-2 receptor-binding domain (RBD)-specific memory B cells (MBCs) and good neutralizing antibody breadth against the majority of the variants of concern, including the Delta variant. Modeling these immune responses against vaccine efficacy data indicate a 45%-76% protection against symptomatic infection (variant dependent). Overall, these findings indicate durable humoral responses in most participants after infection, reasonable protection against reinfection, and implicate baseline antigen-specific CD4+ T cell responses as a predictor of maintenance of antibody neutralization breadth and RBD-specific MBC levels at 12 months post-infection.


Subject(s)
Broadly Neutralizing Antibodies/metabolism , Memory B Cells/metabolism , SARS-CoV-2/immunology , Adult , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , Australia , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/metabolism , COVID-19/immunology , Cohort Studies , Female , Humans , Immunity/immunology , Immunity, Humoral/immunology , Male , Memory B Cells/immunology , SARS-CoV-2/pathogenicity , Severity of Illness Index , Spike Glycoprotein, Coronavirus/immunology
5.
BMC Med Genomics ; 13(1): 29, 2020 02 18.
Article in English | MEDLINE | ID: mdl-32070336

ABSTRACT

BACKGROUND: Single cell RNA sequencing provides unprecedented opportunity to simultaneously explore the transcriptomic and immune receptor diversity of T and B cells. However, there are limited tools available that simultaneously analyse large multi-omics datasets integrated with metadata such as patient and clinical information. RESULTS: We developed VDJView, which permits the simultaneous or independent analysis and visualisation of gene expression, immune receptors, and clinical metadata of both T and B cells. This tool is implemented as an easy-to-use R shiny web-application, which integrates numerous gene expression and TCR analysis tools, and accepts data from plate-based sorted or high-throughput single cell platforms. We utilised VDJView to analyse several 10X scRNA-seq datasets, including a recent dataset of 150,000 CD8+ T cells with available gene expression, TCR sequences, quantification of 15 surface proteins, and 44 antigen specificities (across viruses, cancer, and self-antigens). We performed quality control, filtering of tetramer non-specific cells, clustering, random sampling and hypothesis testing to discover antigen specific gene signatures which were associated with immune cell differentiation states and clonal expansion across the pathogen specific T cells. We also analysed 563 single cells (plate-based sorted) obtained from 11 subjects, revealing clonally expanded T and B cells across primary cancer tissues and metastatic lymph-node. These immune cells clustered with distinct gene signatures according to the breast cancer molecular subtype. VDJView has been tested in lab meetings and peer-to-peer discussions, showing effective data generation and discussion without the need to consult bioinformaticians. CONCLUSIONS: VDJView enables researchers without profound bioinformatics skills to analyse immune scRNA-seq data, integrating and visualising this with clonality and metadata profiles, thus accelerating the process of hypothesis testing, data interpretation and discovery of cellular heterogeneity. VDJView is freely available at https://bitbucket.org/kirbyvisp/vdjview.


Subject(s)
B-Lymphocytes , Breast Neoplasms , CD8-Positive T-Lymphocytes , Gene Expression Regulation, Neoplastic/immunology , RNA-Seq , Single-Cell Analysis , Software , B-Lymphocytes/immunology , B-Lymphocytes/pathology , Breast Neoplasms/genetics , Breast Neoplasms/immunology , Breast Neoplasms/pathology , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/pathology , Databases, Nucleic Acid , Female , Humans
6.
Nucleic Acids Res ; 45(W1): W80-W88, 2017 07 03.
Article in English | MEDLINE | ID: mdl-28499008

ABSTRACT

Ribosomally synthesized and post-translationally modified peptides (RiPPs) constitute a rapidly growing class of natural products with diverse structures and bioactivities. We have developed RiPPMiner, a novel bioinformatics resource for deciphering chemical structures of RiPPs by genome mining. RiPPMiner derives its predictive power from machine learning based classifiers, trained using a well curated database of more than 500 experimentally characterized RiPPs. RiPPMiner uses Support Vector Machine to distinguish RiPP precursors from other small proteins and classify the precursors into 12 sub-classes of RiPPs. For classes like lanthipeptide, cyanobactin, lasso peptide and thiopeptide, RiPPMiner can predict leader cleavage site and complex cross-links between post-translationally modified residues starting from genome sequences. RiPPMiner can identify correct cross-link pattern in a core peptide from among a very large number of combinatorial possibilities. Benchmarking of prediction accuracy of RiPPMiner on a large lanthipeptide dataset indicated high sensitivity, specificity, accuracy and precision. RiPPMiner also provides interfaces for visualization of the chemical structure, downloading of simplified molecular-input line-entry system and searching for RiPPs having similar sequences or chemical structures. The backend database of RiPPMiner provides information about modification system, precursor sequence, leader and core sequence, modified residues, cross-links and gene cluster for more than 500 experimentally characterized RiPPs. RiPPMiner is available at http://www.nii.ac.in/rippminer.html.


Subject(s)
Peptides/chemistry , Peptides/metabolism , Protein Processing, Post-Translational , Software , Computational Biology , Internet , Machine Learning , Peptides/classification , RNA Cleavage , Sequence Homology, Amino Acid , Support Vector Machine
7.
Nucleic Acids Res ; 45(W1): W72-W79, 2017 07 03.
Article in English | MEDLINE | ID: mdl-28460065

ABSTRACT

Genome guided discovery of novel natural products has been a promising approach for identification of new bioactive compounds. SBSPKS web-server has been a valuable resource for analysis of polyketide synthase (PKS) and non-ribosomal peptide synthetase (NRPS) gene clusters. We have developed an updated version - SBSPKSv2 which is based on comprehensive analysis of sequence, structure and secondary metabolite chemical structure data from 311 experimentally characterized PKS/NRPS gene clusters with known biosynthetic products. A completely new feature of SBSPKSv2 is the inclusion of features for search in chemical space. It allows the user to compare the chemical structure of a given secondary metabolite to the chemical structures of biosynthetic intermediates and final products. For identification of catalytic domains, SBSPKS now uses profile based searches, which are computationally faster and have high sensitivity. HMM profiles have also been added for a number of new domains and motif information has been used for distinguishing condensation (C), epimerization (E) and cyclization (Cy) domains of NRPS. In summary, the new and updated SBSPKSv2 is a versatile tool for genome mining and analysis of polyketide and non-ribosomal peptide biosynthetic pathways in chemical space. The server is available at: http://www.nii.ac.in/sbspks2.html.


Subject(s)
Peptide Synthases/chemistry , Polyketide Synthases/chemistry , Software , Biosynthetic Pathways/genetics , Catalytic Domain , Genomics , Internet , Peptide Synthases/genetics , Polyketide Synthases/genetics , Secondary Metabolism/genetics , Sequence Analysis
8.
J Biomol Struct Dyn ; 35(2): 287-299, 2017 Feb.
Article in English | MEDLINE | ID: mdl-26725317

ABSTRACT

Brucella melitensis is a pathogenic Gram-negative bacterium which is known for causing zoonotic diseases (Brucellosis). The organism is highly contagious and has been reported to be used as bioterrorism agent against humans. Several antibiotics and vaccines have been developed but these antibiotics have exhibited the sign of antibiotic resistance or ineffective at lower concentrations, which imposes an urgent need to identify the novel drugs/drug targets against this organism. In this work, metabolic pathways analysis has been performed with different filters such as non-homology with humans, essentially of genes and choke point analysis, leading to identification of novel drug targets. A total of 18 potential drug target proteins were filtered out and used to develop the high confidence protein-protein interaction network The Phosphoribosyl-AMP cyclohydrolase (HisI) protein has been identified as potential drug target on the basis of topological parameters. Further, a homology model of (HisI) protein has been developed using Modeller with multiple template (1W6Q (48%), 1ZPS (55%), and 2ZKN (48%)) approach and validated using PROCHECK and Verify3D. The virtual high throughput screening (vHTS) using DockBlaster tool has been performed against 16,11,889 clean fragments from ZINC database. Top 500 molecules from DockBlaster were docked using Vina. The docking analysis resulted in ZINC04880153 showing the lowest binding energy (-9.1 kcal/mol) with the drug target. The molecular dynamics study of the complex HisI-ZINC04880153 was conducted to analyze the stability and fluctuation of ligand within the binding pocket of HisI. The identified ligand could be analyzed in the wet-lab based experiments for future drug discovery.


Subject(s)
Aminohydrolases/chemistry , Aminohydrolases/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/metabolism , Brucella melitensis/metabolism , Enzyme Inhibitors/chemistry , Metabolic Networks and Pathways , Aminohydrolases/antagonists & inhibitors , Bacterial Proteins/pharmacology , Binding Sites , Computational Biology/methods , Drug Discovery , Enzyme Inhibitors/pharmacology , Humans , Hydrogen Bonding , Models, Molecular , Molecular Conformation , Molecular Dynamics Simulation , Protein Binding , Protein Interaction Mapping , Protein Interaction Maps
9.
Comput Biol Chem ; 65: 80-90, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27776248

ABSTRACT

The lack of complete treatments and appearance of multiple drug-resistance strains of Burkholderia cepacia complex (Bcc) are causing an increased risk of lung infections in cystic fibrosis patients. Bcc infection is a big risk to human health and demands an urgent need to identify new therapeutics against these bacteria. Network biology has emerged as one of the prospective hope in identifying novel drug targets and hits. We have applied protein-protein interaction methodology to identify new drug-target candidates (orthologs) in Burkhloderia cepacia GG4, which is an important strain for studying the quorum-sensing phenomena. An evolutionary based ortholog mapping approach has been applied for generating the large scale protein-protein interactions in B. Cepacia. As a case study, one of the identified drug targets; GEM_3202, a NH (3)-dependent NAD synthetase protein has been studied and the potential ligand molecules were screened using the ZINC database. The three dimensional structure (NH (3)-dependent NAD synthetase protein) has been predicted from MODELLERv9.11 tool using multiple PDB templates such as 3DPI, 2PZ8 and 1NSY with sequence identity of 76%, 50% and 50% respectively. The structure has been validated with Ramachandaran plot having 100% residues of NadE in allowed region and overall quality factor of 81.75 using ERRAT tool. High throughput screening and Vina resulted in two potential hits against NadE such as ZINC83103551 and ZINC38008121. These molecules showed lowest binding energy of -5.7kcalmol-1 and high stability in the binding pockets during molecular dynamics simulation analysis. The similar approach for target identification could be applied for clinical strains of other pathogenic microbes.


Subject(s)
Anti-Bacterial Agents/pharmacology , Burkholderia cepacia/drug effects , Molecular Dynamics Simulation , Protein Binding
10.
Article in English | MEDLINE | ID: mdl-25877716

ABSTRACT

The degradation of intracellular proteins is targeted by ubiquitin via non-lysosomal proteolytic pathway in the cell system. These ubiquitin molecules have been found to be conserved from yeast to humans. Ubiquitin proteasome machinery utilises ATP and other mechanisms for degrading proteins of cytosol as well as nucleus. This process of ubiquitination is regulated by activating the E3 enzyme ligase, involved in phosphorylation. In humans, proteins which regulate the cell cycle are controlled by ubiquitin; therefore the ubiquitin-proteasome pathway can be targeted for novel anti-cancer strategies. Dysregulation of the components of the ubiquitin system has been linked to many diseases like cancer and inflammation. The primary triggering mechanism (apoptosis) of these diseases can also be induced when TNF-related apoptosis-inducing ligand (TRAIL) binds to its specific receptor DR4 and DR5. In this review, the emerging prospects and importance of ubiquitin proteasome pathway as an evolving anticancer strategy have been discussed. Current challenges in the field of drug discovery have also been discussed on the basis of recent patents on cancer diagnosis and therapeutics.


Subject(s)
Neoplasms/drug therapy , Proteasome Endopeptidase Complex/metabolism , Ubiquitin/metabolism , Antineoplastic Agents/pharmacology , Apoptosis/drug effects , Drug Design , Humans , Molecular Targeted Therapy , Neoplasms/diagnosis , Neoplasms/pathology , Patents as Topic , TNF-Related Apoptosis-Inducing Ligand/metabolism
11.
J Mol Model ; 20(7): 2340, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24990796

ABSTRACT

The degradation of hydrocarbons plays an important role in the eco-balancing of petroleum products, pesticides and other toxic products in the environment. The degradation of hydrocarbons by microbes such as Geobacillus thermodenitrificans, Burkhulderia, Gordonia sp. and Acinetobacter sp. has been studied intensively in the literature. The present study focused on the in silico protein engineering of alkane monooxygenase (ladA)-a protein involved in the alkane degradation pathway. We demonstrated the improvement in substrate binding energy with engineered ladA in Burkholderia thailandensis MSMB121. We identified an ortholog of ladA monooxygenase found in B. thailandensis MSMB121, and showed it to be an enzyme involved in an alkane degradation pathway studied extensively in Geobacillus thermodenitrificans. Homology modeling of the three-dimensional structure of ladA was performed with a crystal structure (protein databank ID: 3B9N) as a template in MODELLER 9v11, and further validated using PROCHECK, VERIFY-3D and WHATIF tools. Specific amino acids were substituted in the region corresponding to amino acids 305-370 of ladA protein, resulting in an enhancement of binding energy in different alkane chain molecules as compared to wild protein structures in the docking experiments. The substrate binding energy with the protein was calculated using Vina (Implemented in VEGAZZ). Molecular dynamics simulations were performed to study the dynamics of different alkane chain molecules inside the binding pockets of wild and mutated ladA. Here, we hypothesize an improvement in binding energies and accessibility of substrates towards engineered ladA enzyme, which could be further facilitated for wet laboratory-based experiments for validation of the alkane degradation pathway in this organism.


Subject(s)
Alkanes/metabolism , Bacterial Proteins/metabolism , Burkholderia/enzymology , Mixed Function Oxygenases/metabolism , Molecular Docking Simulation , Molecular Dynamics Simulation , Protein Engineering , Amino Acid Sequence , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Binding Sites , Burkholderia/genetics , Crystallization , Databases, Protein , Mixed Function Oxygenases/chemistry , Mixed Function Oxygenases/genetics , Molecular Sequence Data , Mutation , Protein Binding , Protein Conformation , Sequence Homology , Structure-Activity Relationship , Substrate Specificity
12.
Article in English | MEDLINE | ID: mdl-25019389

ABSTRACT

Affecting more than one third of the world population, tuberculosis remains one of the world's most dreadful diseases, with no easy cures. Mycobacterial infestation and the evasion of host immune response are significantly responsible for the emergence of pulmonary tuberculosis. Mycobacterium tuberculosis, a weak gram positive, facultative aerobe colonizes in respiratory regions rich in oxygen reserves. Up regulation of CR and MR expression and function due to signaling by LAM results in electing immuno regulatory cytokines IL-4, IL-8 and Th2. Binding of NF-κB complex with mRNA prevention, due to mutation of leucine zipper domain of IK, inhibits the activation of cytokines and receptor molecules. Mechanism of energy generation by conversion of ADP to ATP, initiated by utilizing intermediary and/or end products of carbohydrate, amino acid or fatty acid catabolism is essential in approximating potential drug targets for elimination of the bacterium. A few improved diagnostic techniques have been evaluated over the last few years like Interferon Gamma Relese Assays, Nucleic Acid Amplification tests etc. of which most have certainly proven to facilitate specific detection of TB. Drugs like Rifampicin, Isoniazid etc. have also shown great curing effects on TB patients. Further research is required for better understanding of mechanism of pathogenesis and multiple drug resistance issues for developing the effective therapeutics and diagnostics against TB. The paper focuses on the effective diagnostics and therapeutics applications for tuberculosis prevention and cure based on recent patents and their analysis.


Subject(s)
Antitubercular Agents/pharmacology , Antitubercular Agents/therapeutic use , Tuberculosis/drug therapy , Animals , Drug Resistance, Multiple/drug effects , Humans , Mycobacterium tuberculosis/drug effects , Patents as Topic
13.
J Indian Assoc Pediatr Surg ; 16(2): 50-3, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21731231

ABSTRACT

BACKGROUND: A significant number of esophageal atresia and tracheoesophageal fistula patients have long gaps and a high propensity to leak. Anastomotic leak in esophageal atresia is associated with a significant morbidity and mortality. AIM: In a prospective randomized trial, we analyzed the risk factors leading to anastomotic dehiscence and studied the effect of pleural wrap as an additional vascular cover around the esophageal anastomosis. MATERIALS AND METHODS: Forty patients were divided into two groups A and B randomly. In 20 patients of group A, pleural wrap was utilized for covering the anastomosis and in 20 patients of group B, no such wrap was utilized. RESULTS: Both the groups were comparable regarding age, sex, weight, gap length, tension at anastomosis and the hospital stay. The overall leak rate was 25% (10/40) in both the groups. The leak rate was not significantly different in two groups whenever a gap length was less than 2 cm or more than 3 cm. However, for a gap length of 2-3 cm, the leak rate in group A was 18% (2/11) and in group B was 50% (4/8) (P = 0.05). Thirty percent (3/10) of patients, whose anastomosis was under tension, leaked in group A as compared to 75% (6/8) in group B patients (P = 0.001). CONCLUSIONS: Use of pleural wrap was associated with less anastomotic dehiscence in patients with moderate gap esophageal atresia (2-3 cm) especially when the anastomosis was under tension.

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