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1.
Brief Bioinform ; 23(5)2022 09 20.
Article in English | MEDLINE | ID: mdl-36044248

ABSTRACT

Intraclonal diversification (ID) within the immunoglobulin (IG) genes expressed by B cell clones arises due to ongoing somatic hypermutation (SHM) in a context of continuous interactions with antigen(s). Defining the nature and order of appearance of SHMs in the IG genes can assist in improved understanding of the ID process, shedding light into the ontogeny and evolution of B cell clones in health and disease. Such endeavor is empowered thanks to the introduction of high-throughput sequencing in the study of IG gene repertoires. However, few existing tools allow the identification, quantification and characterization of SHMs related to ID, all of which have limitations in their analysis, highlighting the need for developing a purpose-built tool for the comprehensive analysis of the ID process. In this work, we present the immunoglobulin intraclonal diversification analysis (IgIDivA) tool, a novel methodology for the in-depth qualitative and quantitative analysis of the ID process from high-throughput sequencing data. IgIDivA identifies and characterizes SHMs that occur within the variable domain of the rearranged IG genes and studies in detail the connections between identified SHMs, establishing mutational pathways. Moreover, it combines established and new graph-based metrics for the objective determination of ID level, combined with statistical analysis for the comparison of ID level features for different groups of samples. Of importance, IgIDivA also provides detailed visualizations of ID through the generation of purpose-built graph networks. Beyond the method design, IgIDivA has been also implemented as an R Shiny web application. IgIDivA is freely available at https://bio.tools/igidiva.


Subject(s)
Genes, Immunoglobulin , Immunoglobulins , B-Lymphocytes , Clone Cells , High-Throughput Nucleotide Sequencing , Immunoglobulins/genetics
2.
BMC Bioinformatics ; 20(1): 267, 2019 May 28.
Article in English | MEDLINE | ID: mdl-31138102

ABSTRACT

BACKGROUND: The recent success of immunotherapy in treating tumors has attracted increasing interest in research related to the adaptive immune system in the tumor microenvironment. Recent advances in next-generation sequencing technology enabled the sequencing of whole T-cell receptors (TCRs) and B-cell receptors (BCRs)/immunoglobulins (Igs) in the tumor microenvironment. Since BCRs/Igs in tumor tissues have high affinities for tumor-specific antigens, the patterns of their amino acid sequences and other sequence-independent features such as the number of somatic hypermutations (SHMs) may differ between the normal and tumor microenvironments. However, given the high diversity of BCRs/Igs and the rarity of recurrent sequences among individuals, it is far more difficult to capture such differences in BCR/Ig sequences than in TCR sequences. The aim of this study was to explore the possibility of discriminating BCRs/Igs in tumor and in normal tissues, by capturing these differences using supervised machine learning methods applied to RNA sequences of BCRs/Igs. RESULTS: RNA sequences of BCRs/Igs were obtained from matched normal and tumor specimens from 90 gastric cancer patients. BCR/Ig-features obtained in Rep-Seq were used to classify individual BCR/Ig sequences into normal or tumor classes. Different machine learning models using various features were constructed as well as gradient boosting machine (GBM) classifier combining these models. The results demonstrated that BCR/Ig sequences between normal and tumor microenvironments exhibit their differences. Next, by using a GBM trained to classify individual BCR/Ig sequences, we tried to classify sets of BCR/Ig sequences into normal or tumor classes. As a result, an area under the curve (AUC) value of 0.826 was achieved, suggesting that BCR/Ig repertoires have distinct sequence-level features in normal and tumor tissues. CONCLUSIONS: To the best of our knowledge, this is the first study to show that BCR/Ig sequences derived from tumor and normal tissues have globally distinct patterns, and that these tissues can be effectively differentiated using BCR/Ig repertoires.


Subject(s)
Immunity, Humoral , Receptors, Antigen, B-Cell/immunology , Supervised Machine Learning , Tumor Microenvironment/immunology , Algorithms , Amino Acid Motifs , Amino Acid Sequence , Area Under Curve , Complementarity Determining Regions , Databases, Genetic , High-Throughput Nucleotide Sequencing/methods , Humans , Immunoglobulins/genetics , ROC Curve , Receptors, Antigen, B-Cell/chemistry
3.
Front Immunol ; 10: 2892, 2019.
Article in English | MEDLINE | ID: mdl-31921153

ABSTRACT

The B7 family-related protein V-set and Ig containing 4 (VSIG4), also known as Z39Ig and Complement Immunoglobulin Receptor (CRIg), is the most recent of the complement receptors to be identified, with substantially distinct properties from the classical complement receptors. The receptor displays both phagocytosis-promoting and anti-inflammatory properties. The receptor has been reported to be exclusively expressed in macrophages. We now present evidence, that CRIg is also expressed in human monocyte-derived dendritic cells (MDDC), including on the cell surface, implicating its role in adaptive immunity. Three CRIg transcripts were detected and by Western blotting analysis both the known Long (L) and Short (S) forms were prominent but we also identified another form running between these two. Cytokines regulated the expression of CRIg on dendritic cells, leading to its up- or down regulation. Furthermore, the steroid dexamethasone markedly upregulated CRIg expression, and in co-culture experiments, the dexamethasone conditioned dendritic cells caused significant inhibition of the phytohemagglutinin-induced and alloantigen-induced T cell proliferation responses. In the alloantigen-induced response the production of IFNγ, TNF-α, IL-13, IL-4, and TGF-ß1, were also significantly reduced in cultures with dexamethasone-treated DCs. Under these conditions dexamethasone conditioned DCs did not increase the percentage of regulatory T cells (Treg). Interestingly, this suppression could be overcome by the addition of an anti-CRIg monoclonal antibody to the cultures. Thus, CRIg expression may be a control point in dendritic cell function through which drugs and inflammatory mediators may exert their tolerogenic- or immunogenic-promoting effects on dendritic cells.


Subject(s)
Dendritic Cells/immunology , Dendritic Cells/metabolism , Gene Expression Regulation , Immunity, Cellular/genetics , Receptors, Complement/genetics , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Biomarkers , Coculture Techniques , Cytokines/metabolism , Humans , Immunomodulation , Immunophenotyping , Receptors, Complement/metabolism , T-Lymphocyte Subsets/immunology , T-Lymphocyte Subsets/metabolism
4.
Biologicals ; 42(1): 52-6, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24341971

ABSTRACT

CHO-derived recombinant proteins for human therapeutic are used commonly. There are noninfectious endogenous retroviruses in CHO cells. Validation study for inactivation process is required. Murine xenotropic gamma retrovirus (X-MulV) is a model virus in validation study. In our previous study, optimum conditions for X-MulV inactivation were sifted. In this study, we performed a further research on low pH inactivation for evaluation of X-MulV clearance in manufacturing of recombinant human TNF-α receptor immunoglobulin G fusion proteins (rhTNF-α) for injection. Cell-based infectivity assay was used for the evaluation of X-MulV clearance. RhTNF-α were spiked with X-MulV and were inactivated at pH 3.60 âˆ¼ 3.90, 25 ± 2 °C, and 0 âˆ¼ 240 min, respectively. Samples incubated at the conditions for 15 âˆ¼ 180 min were not inactivated effectively. For 4 h incubation, log10 reductions were achieved 5.0 log10. Biological activity of rhTNF-α incubated at pH 3.60, 25 °C for 4 h, which was assayed on murine L929 fibroblasts cells, was not affected by low pH. Env gene of X-MulV, which was detected by conventional PCR method for the first time, was not detected after incubation at pH 3.60, and it may be the mechanism of low pH inactivation.


Subject(s)
Hydrogen-Ion Concentration , Receptors, IgG/immunology , Retroviridae/physiology , Tumor Necrosis Factor-alpha/immunology , Animals , Base Sequence , Cats , Cell Line , DNA, Viral/genetics , Molecular Sequence Data , Recombination, Genetic , Sequence Homology, Nucleic Acid
5.
Immunology ; 141(2): 268-75, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24134819

ABSTRACT

In B cells, B-cell receptor (BCR) immunoglobulin revision is a common route for modifying unwanted antibody specificities via a mechanism called VH replacement. This in vivo process, mostly affecting heavy-chain rearrangement, involves the replacement of all or part of a previously rearranged IGHV gene with another germline IGHV gene located upstream. Two different mechanisms of IGHV replacement have been reported: type 1, involving the recombination activating genes complex and requiring a framework region 3 internal recombination signal; and type 2, involving an unidentified mechanism different from that of type 1. In the case of light-chain loci, BCR immunoglobulin editing ensures that a second V-J rearrangement occurs. This helps to maintain tolerance, by generating a novel BCR with a new antigenic specificity. We report that human B cells can, surprisingly, undergo type 2 replacement associated with κ light-chain rearrangements. The de novo IGKV-IGKJ products result from the partial replacement of a previously rearranged IGKV gene by a new germline IGKV gene, in-frame and without deletion or addition of nucleotides. There are wrcy/rgyw motifs at the 'IGKV donor-IGKV recipient chimera junction' as described for type 2 IGHV replacement, but activation-induced cytidine deaminase (AID) expression was not detected. This unusual mechanism of homologous recombination seems to be a variant of gene conversion-like recombination, which does not require AID. The recombination phenomenon described here provides new insight into immunoglobulin locus recombination and BCR immunoglobulin repertoire diversity.


Subject(s)
Cytidine Deaminase/physiology , Homologous Recombination , Immunoglobulin Variable Region/genetics , Receptors, Antigen, B-Cell/genetics , Amino Acid Sequence , Base Sequence , Cell Line , Gene Rearrangement , Humans , Immunoglobulin Heavy Chains/genetics , Immunoglobulin kappa-Chains/genetics , Interleukin-1/pharmacology , Lipopolysaccharides/pharmacology , Molecular Sequence Data
6.
Chinese Journal of Digestion ; (12): 464-467, 2008.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-382086

ABSTRACT

Objective To investigate the gene polymorphism of inhibitory killer cell immunoglobulin- like receptor (iKIR) in patients with inflammatory bowel disease (IBD) and whether the iKIR gene polymorphisms were associated with IBD.Methods Peripheral blood DNA samples were isolated from 100 patients with ulcerative colitis (UC),52 patients with Crohn's disease (CD) and 106 randomly ethnically matched healthy controls.The iKIR gene polymorphisms were analyzed by sequence specific primer polymerase chain reproduction (PCR-SSP).Phenotypic frequency and gene frequency of iKIR gene were calculated,and differences were compared between IBD patients and healthy controls.Results iKIR genes (including KIR2DL1,KIR2DL2,KIR2DL3,KIR2DL4,KIR2DL5,KIR3DL1,KIR3DL2, KIR3DL3) were found to be present in all subjects at different levels.Interestingly,phenotypic frequencies of KIR2DL1 and KIR2DL3 were significantly lower in UC patients than those in healthy controls (P = 0.001),while phenotypic frequencies of KIR2DL2,KIR2DL4,KIR2DL5,KIR3DL1, KIR3DL2 and KIR3DL3 were no difference between UC patients and healthy controls (P>0.05).The phenotype frequency of KIR2DL1 was significantly decreased in CD patients compared with healthy controls (P = 0.007),while phenotypic frequencies of other iKIR were observed to be no significant change between CD patients and healthy controls (P>0.05 ).Conclusions The KIR2DL1 and KIR2DL3 gene phenotype frequencies are decreased in UC patients,which suggests that these gene polymorphisms are associated with the susceptibility of UC,and the polymorphism of KIR2DL1 gene is involved in the susceptibility of CD.

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