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1.
Pediatr Allergy Immunol ; 35(5): e14143, 2024 May.
Article En | MEDLINE | ID: mdl-38745384

BACKGROUND: Childhood allergies of asthma and atopic dermatitis (AD) involve an overactive T-cell immune response triggered by allergens. However, the impact of T-cell receptor (TCR) repertoires on allergen sensitization and their role in mediating different phenotypes of asthma and AD in early childhood remains unclear. METHODS: A total of 78 children, comprising 26 with asthma alone, 26 with AD alone, and 26 healthy controls (HC), were enrolled. TCR repertoire profiles were determined using a unique molecular identifier system for next-generation sequencing. Integrative analyses of their associations with allergen-specific IgE levels and allergies were performed. RESULTS: The diversity in TCR alpha variable region (TRAV) genes of TCR repertoires and complementarity determining region 3 (CDR3) clonality in TRAV/TRBV (beta) genes were significantly higher in children with AD compared with those with asthma and HC (p < .05). Compared with HC, the expression of TRAV13-1 and TRAV4 genes was significantly higher in both asthma and AD (p < .05), with a significant positive correlation with mite-specific IgE levels (p < .01). In contrast, TRBV7-9 gene expression was significantly lower in both asthma and AD (p < .01), with this gene showing a significant negative correlation with mite-specific IgE levels (p < .01). Furthermore, significantly higher TRAV8-3 gene expression, positively correlated with food-specific IgE levels, was found in children with AD compared with those with asthma (p < .05). CONCLUSION: Integrated TCR repertoires analysis provides clinical insights into the diverse TCR genes linked to antigen specificity, offering potential for precision immunotherapy in childhood allergies.


Allergens , Asthma , Dermatitis, Atopic , Immunoglobulin E , Humans , Asthma/immunology , Asthma/genetics , Dermatitis, Atopic/immunology , Dermatitis, Atopic/genetics , Male , Female , Allergens/immunology , Child , Immunoglobulin E/blood , Immunoglobulin E/immunology , Child, Preschool , Receptors, Antigen, T-Cell/genetics , Receptors, Antigen, T-Cell/immunology , Complementarity Determining Regions/genetics , Complementarity Determining Regions/immunology , Case-Control Studies , Animals
2.
Nat Commun ; 15(1): 4271, 2024 May 20.
Article En | MEDLINE | ID: mdl-38769289

T Cell Receptor (TCR) antigen binding underlies a key mechanism of the adaptive immune response yet the vast diversity of TCRs and the complexity of protein interactions limits our ability to build useful low dimensional representations of TCRs. To address the current limitations in TCR analysis we develop a capacity-controlled disentangling variational autoencoder trained using a dataset of approximately 100 million TCR sequences, that we name TCR-VALID. We design TCR-VALID such that the model representations are low-dimensional, continuous, disentangled, and sufficiently informative to provide high-quality TCR sequence de novo generation. We thoroughly quantify these properties of the representations, providing a framework for future protein representation learning in low dimensions. The continuity of TCR-VALID representations allows fast and accurate TCR clustering and is benchmarked against other state-of-the-art TCR clustering tools and pre-trained language models.


Receptors, Antigen, T-Cell , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/genetics , Humans , Deep Learning , Algorithms , Cluster Analysis , Computational Biology/methods , Amino Acid Sequence
3.
Proc Natl Acad Sci U S A ; 121(22): e2321600121, 2024 May 28.
Article En | MEDLINE | ID: mdl-38771881

Antigen presentation via major histocompatibility complex class I (MHC-I) molecules is essential for surveillance by the adaptive immune system. Central to this process is the peptide-loading complex (PLC), which translocates peptides from the cytosol to the endoplasmic reticulum and catalyzes peptide loading and proofreading of peptide-MHC-I (pMHC-I) complexes. Despite its importance, the impact of individual PLC components on the presented pMHC-I complexes is still insufficiently understood. Here, we used stoichiometrically defined antibody-nanobody complexes and engineered soluble T cell receptors (sTCRs) to quantify different MHC-I allomorphs and defined pMHC-I complexes, respectively. Thereby, we uncovered distinct effects of individual PLC components on the pMHC-I surface pool. Knockouts of components of the PLC editing modules, namely tapasin, ERp57, or calreticulin, changed the MHC-I surface composition to a reduced proportion of HLA-A*02:01 presentation compensated by a higher ratio of HLA-B*40:01 molecules. Intriguingly, these knockouts not only increased the presentation of suboptimally loaded HLA-A*02:01 complexes but also elevated the presentation of high-affinity peptides overexpressed in the cytosol. Our findings suggest that the components of the PLC editing module serve a dual role, acting not only as peptide proofreaders but also as limiters for abundant peptides. This dual function ensures the presentation of a broad spectrum of antigenic peptides.


Antigen Presentation , Histocompatibility Antigens Class I , Peptides , Antigen Presentation/immunology , Humans , Peptides/metabolism , Peptides/immunology , Histocompatibility Antigens Class I/metabolism , Histocompatibility Antigens Class I/genetics , Histocompatibility Antigens Class I/immunology , Calreticulin/metabolism , Calreticulin/genetics , Protein Disulfide-Isomerases/metabolism , Protein Disulfide-Isomerases/genetics , Receptors, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/immunology , Membrane Transport Proteins/metabolism , Membrane Transport Proteins/genetics , Endoplasmic Reticulum/metabolism
4.
Proc Natl Acad Sci U S A ; 121(19): e2318003121, 2024 May 07.
Article En | MEDLINE | ID: mdl-38691588

Peptides presented by HLA-E, a molecule with very limited polymorphism, represent attractive targets for T cell receptor (TCR)-based immunotherapies to circumvent the limitations imposed by the high polymorphism of classical HLA genes in the human population. Here, we describe a TCR-based bispecific molecule that potently and selectively binds HLA-E in complex with a peptide encoded by the inhA gene of Mycobacterium tuberculosis (Mtb), the causative agent of tuberculosis in humans. We reveal the biophysical and structural bases underpinning the potency and specificity of this molecule and demonstrate its ability to redirect polyclonal T cells to target HLA-E-expressing cells transduced with mycobacterial inhA as well as primary cells infected with virulent Mtb. Additionally, we demonstrate elimination of Mtb-infected cells and reduction of intracellular Mtb growth. Our study suggests an approach to enhance host T cell immunity against Mtb and provides proof of principle for an innovative TCR-based therapeutic strategy overcoming HLA polymorphism and therefore applicable to a broader patient population.


Histocompatibility Antigens Class I , Mycobacterium tuberculosis , Receptors, Antigen, T-Cell , T-Lymphocytes , Mycobacterium tuberculosis/immunology , Humans , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/metabolism , Histocompatibility Antigens Class I/immunology , Histocompatibility Antigens Class I/metabolism , T-Lymphocytes/immunology , HLA-E Antigens , Bacterial Proteins/immunology , Bacterial Proteins/metabolism , Bacterial Proteins/genetics , Tuberculosis/immunology
5.
Cancer Immunol Immunother ; 73(7): 123, 2024 May 10.
Article En | MEDLINE | ID: mdl-38727812

Adoptively transferred T cell receptor-engineered T cells are a promising cancer treatment strategy, and the identification of tumour-specific TCRs is essential. Previous studies reported that tumour-reactive T cells and TCRs could be isolated based on the expression of activation markers. However, since T cells with different cell states could not respond uniformly to activation but show a heterogeneous expression profile of activation and effector molecules, isolation of tumour-reactive T cells based on single activation or effector molecules could result in the absence of tumour-reactive T cells; thus, combinations of multiple activation and effector molecules could improve the efficiency of isolating tumour-specific TCRs. We enrolled two patients with lung adenocarcinoma and obtained their tumour infiltrating lymphocytes (TILs) and autologous tumour cells (ATCs). TILs were cocultured with the corresponding ATCs for 12 h and subjected to single-cell RNA sequencing. First, we identified three TCRs with the highest expression levels of IFNG and TNFRSF9 mRNA for each patient, yet only the top one or two recognized the corresponding ATCs in each patient. Next, we defined the activation score based on normalized expression levels of IFNG, IL2, TNF, IL2RA, CD69, TNFRSF9, GZMB, GZMA, GZMK, and PRF1 mRNA for each T cell and then identified three TCRs with the highest activation score for each patient. We found that all three TCRs in each patient could specifically identify corresponding ATCs. In conclusion, we established an efficient approach to isolate tumour-reactive TCRs based on combinations of multiple activation and effector molecules through single-cell RNA sequencing.


Lung Neoplasms , Lymphocyte Activation , Lymphocytes, Tumor-Infiltrating , Receptors, Antigen, T-Cell , Single-Cell Analysis , Humans , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/metabolism , Receptors, Antigen, T-Cell/genetics , Receptors, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/immunology , Lymphocyte Activation/immunology , Single-Cell Analysis/methods , Lung Neoplasms/immunology , Lung Neoplasms/pathology , Lung Neoplasms/genetics , Adenocarcinoma of Lung/immunology , Adenocarcinoma of Lung/pathology , Adenocarcinoma of Lung/genetics
7.
Nat Commun ; 15(1): 4080, 2024 May 14.
Article En | MEDLINE | ID: mdl-38744812

While preventing vertical HIV transmission has been very successful, HIV-exposed uninfected infants (iHEU) experience an elevated risk to infections compared to HIV-unexposed and uninfected infants (iHUU). Here we present a longitudinal multimodal analysis of infant immune ontogeny that highlights the impact of HIV/ARV exposure. Using mass cytometry, we show alterations in T cell memory differentiation between iHEU and iHUU being significant from week 15 of life. The altered memory T cell differentiation in iHEU was preceded by lower TCR Vß clonotypic diversity and linked to TCR clonal depletion within the naïve T cell compartment. Compared to iHUU, iHEU had elevated CD56loCD16loPerforin+CD38+CD45RA+FcεRIγ+ NK cells at 1 month postpartum and whose abundance pre-vaccination were predictive of vaccine-induced pertussis and rotavirus antibody responses post 3 months of life. Collectively, HIV/ARV exposure disrupted the trajectory of innate and adaptive immunity from birth which may underlie relative vulnerability to infections in iHEU.


HIV Infections , Immunologic Memory , Infectious Disease Transmission, Vertical , Humans , HIV Infections/immunology , HIV Infections/virology , Infant , Female , Infant, Newborn , Memory T Cells/immunology , Male , Killer Cells, Natural/immunology , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/metabolism , Adaptive Immunity/immunology , Cell Differentiation/immunology , Longitudinal Studies
8.
Front Immunol ; 15: 1409021, 2024.
Article En | MEDLINE | ID: mdl-38751430

Chimeric antigen receptor-T (CAR-T) cell therapy has made remarkable strides in treating hematological malignancies. However, the widespread adoption of CAR-T cell therapy is hindered by several challenges. These include concerns about the long-term and complex manufacturing process, as well as efficacy factors such as tumor antigen escape, CAR-T cell exhaustion, and the immunosuppressive tumor microenvironment. Additionally, safety issues like the risk of secondary cancers post-treatment, on-target off-tumor toxicity, and immune effector responses triggered by CAR-T cells are significant considerations. To address these obstacles, researchers have explored various strategies, including allogeneic universal CAR-T cell development, infusion of non-activated quiescent T cells within a 24-hour period, and in vivo induction of CAR-T cells. This review comprehensively examines the clinical challenges of CAR-T cell therapy and outlines strategies to overcome them, aiming to chart pathways beyond its current Achilles heels.


Immunotherapy, Adoptive , Receptors, Chimeric Antigen , T-Lymphocytes , Humans , Immunotherapy, Adoptive/methods , Immunotherapy, Adoptive/adverse effects , Receptors, Chimeric Antigen/immunology , Receptors, Chimeric Antigen/genetics , Animals , T-Lymphocytes/immunology , T-Lymphocytes/transplantation , Tumor Microenvironment/immunology , Hematologic Neoplasms/therapy , Hematologic Neoplasms/immunology , Antigens, Neoplasm/immunology , Receptors, Antigen, T-Cell/immunology
9.
Sci Adv ; 10(20): eadl0161, 2024 May 17.
Article En | MEDLINE | ID: mdl-38748791

Reliable prediction of T cell specificity against antigenic signatures is a formidable task, complicated by the immense diversity of T cell receptor and antigen sequence space and the resulting limited availability of training sets for inferential models. Recent modeling efforts have demonstrated the advantage of incorporating structural information to overcome the need for extensive training sequence data, yet disentangling the heterogeneous TCR-antigen interface to accurately predict MHC-allele-restricted TCR-peptide interactions has remained challenging. Here, we present RACER-m, a coarse-grained structural model leveraging key biophysical information from the diversity of publicly available TCR-antigen crystal structures. Explicit inclusion of structural content substantially reduces the required number of training examples and maintains reliable predictions of TCR-recognition specificity and sensitivity across diverse biological contexts. Our model capably identifies biophysically meaningful point-mutant peptides that affect binding affinity, distinguishing its ability in predicting TCR specificity of point-mutants from alternative sequence-based methods. Its application is broadly applicable to studies involving both closely related and structurally diverse TCR-peptide pairs.


Receptors, Antigen, T-Cell , T-Lymphocytes , Receptors, Antigen, T-Cell/chemistry , Receptors, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/genetics , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Humans , Protein Binding , Models, Molecular , Peptides/chemistry , Peptides/metabolism , T-Cell Antigen Receptor Specificity , Protein Conformation
10.
Proc Natl Acad Sci U S A ; 121(20): e2320268121, 2024 May 14.
Article En | MEDLINE | ID: mdl-38709934

Insulin is a central autoantigen in the pathogenesis of T1D, and thymic epithelial cell expression of insulin under the control of the Autoimmune Regulator (Aire) is thought to be a key component of maintaining tolerance to insulin. In spite of this general working model, direct detection of this thymic selection on insulin-specific T cells has been somewhat elusive. Here, we used a combination of highly sensitive T cell receptor transgenic models for detecting thymic selection and sorting and sequencing of Insulin-specific CD4+ T cells from Aire-deficient mice as a strategy to further define their selection. This analysis revealed a number of unique t cell receptor (TCR) clones in Aire-deficient hosts with high affinity for insulin/major histocompatibility complex (MHC) ligands. We then modeled the thymic selection of one of these clones in Aire-deficient versus wild-type hosts and found that this model clone could escape thymic negative selection in the absence of thymic Aire. Together, these results suggest that thymic expression of insulin plays a key role in trimming and removing high-affinity insulin-specific T cells from the repertoire to help promote tolerance.


AIRE Protein , Insulin , Receptors, Antigen, T-Cell , Thymus Gland , Transcription Factors , Animals , Thymus Gland/immunology , Thymus Gland/metabolism , Thymus Gland/cytology , Transcription Factors/metabolism , Transcription Factors/genetics , Mice , Insulin/metabolism , Receptors, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/immunology , Immune Tolerance , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/metabolism , Mice, Transgenic , Mice, Knockout , Clone Cells , Mice, Inbred C57BL
11.
Cell Immunol ; 399-400: 104827, 2024.
Article En | MEDLINE | ID: mdl-38733699

The need to contrive interventions to curb the rise in cancer incidence and mortality is critical for improving patients' prognoses. Adoptive cell therapy is challenged with quality large-scale production, heightening its production cost. Several cancer types have been associated with the expression of highly-immunogenic CTAG1 and CTAG2 antigens, which share common epitopes. Targeting two antigens on the same cancer could improve the antitumor response of TCR-T cells. In this study, we exploited an efficient way to generate large-fold quality TCR-T cells and also demonstrated that the common epitopes of CTAG1 and CTAG2 antigens provide an avenue for improved cancer-killing via dual-antigen-epitope targeting. Our study revealed that xeno/sera-free medium could expand TCR-T cells to over 500-fold, posing as a better replacement for FBS-supplemented media. Human AB serum was also shown to be a good alternative in the absence of xeno/sera-free media. Furthermore, TCR-T cells stimulated with beads-coated T-activator showed a better effector function than soluble T-activator stimulated TCR-T cells. Additionally, TCR-T cells that target multiple antigens in the same cancer yield better anticancer activity than those targeting a single antigen. This showed that targeting multiple antigens with a common epitope may enhance the antitumor response efficacy of T cell therapies.


Antigens, Neoplasm , Immunotherapy, Adoptive , Receptors, Antigen, T-Cell , Antigens, Neoplasm/immunology , Humans , Immunotherapy, Adoptive/methods , Receptors, Antigen, T-Cell/immunology , Animals , Epitopes, T-Lymphocyte/immunology , Neoplasms/immunology , Neoplasms/therapy , Mice , Cell Line, Tumor , T-Lymphocytes/immunology , Epitopes/immunology
12.
Methods Mol Biol ; 2800: 55-66, 2024.
Article En | MEDLINE | ID: mdl-38709477

The ability of biological systems to convert inputs from their environment into information to guide future decisions is central to life and a matter of great importance. While we know the components of many of the signaling networks that make these decisions, our understanding of the dynamic flow of information between these parts remains far more limited. T cells are an essential white blood cell type of an adaptive immune response and can discriminate between healthy and infected cells with remarkable sensitivity. This chapter describes the use of a synthetic T-cell receptor (OptoCAR) that is optically tunable within cell conjugates, providing control over the duration, and intensity of intracellular T-cell signaling dynamics. Optical control can also provide control over signaling with high spatial precision, and the OptoCAR is likely to find application more generally when modulating T-cell function with imaging approaches.


Lymphocyte Activation , Receptors, Chimeric Antigen , T-Lymphocytes , Lymphocyte Activation/immunology , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Humans , Receptors, Chimeric Antigen/metabolism , Receptors, Chimeric Antigen/immunology , Receptors, Chimeric Antigen/genetics , Receptors, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/immunology , Signal Transduction , Animals
13.
Methods Mol Biol ; 2800: 147-165, 2024.
Article En | MEDLINE | ID: mdl-38709483

Molecular forces are increasingly recognized as an important parameter to understand cellular signaling processes. In the recent years, evidence accumulated that also T-cells exert tensile forces via their T-cell receptor during the antigen recognition process. To measure such intercellular pulling forces, one can make use of the elastic properties of spider silk peptides, which act similar to Hookean springs: increased strain corresponds to increased stress applied to the peptide. Combined with Förster resonance energy transfer (FRET) to read out the strain, such peptides represent powerful and versatile nanoscopic force sensing tools. In this paper, we provide a detailed protocol how to synthesize a molecular force sensor for application in T-cell antigen recognition and hands-on guidelines on experiments and analysis of obtained single molecule FRET data.


Fluorescence Resonance Energy Transfer , Receptors, Antigen, T-Cell , Receptors, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/immunology , Fluorescence Resonance Energy Transfer/methods , Humans , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Single Molecule Imaging/methods , Animals , Peptides/chemistry , Peptides/immunology , Peptides/metabolism , Silk/chemistry
14.
Front Immunol ; 15: 1368290, 2024.
Article En | MEDLINE | ID: mdl-38690288

Background: NK cells can be genetically engineered to express a transgenic T-cell receptor (TCR). This approach offers an alternative strategy to target heterogenous tumors, as NK:TCR cells can eradicate both tumor cells with high expression of HLA class I and antigen of interest or HLA class I negative tumors. Expansion and survival of NK cells relies on the presence of IL-15. Therefore, autonomous production of IL-15 by NK:TCR cells might improve functional persistence of NK cells. Here we present an optimized NK:TCR product harnessed with a construct encoding for soluble IL-15 (NK:TCR/IL-15), to support their proliferation, persistence and cytotoxic capabilities. Methods: Expression of tumor-specific TCRs in peripheral blood derived NK-cells was achieved following retroviral transduction. NK:TCR/IL-15 cells were compared with NK:TCR cells for autonomous cytokine production, proliferation and survival. NK:BOB1-TCR/IL-15 cells, expressing a HLA-B*07:02-restricted TCR against BOB1, a B-cell lineage specific transcription factor highly expressed in all B-cell malignancies, were compared with control NK:BOB1-TCR and NK:CMV-TCR/IL-15 cells for effector function against TCR antigen positive malignant B-cell lines in vitro and in vivo. Results: Viral incorporation of the interleukin-15 gene into engineered NK:TCR cells was feasible and high expression of the TCR was maintained, resulting in pure NK:TCR/IL-15 cell products generated from peripheral blood of multiple donors. Self-sufficient secretion of IL-15 by NK:TCR cells enables engineered NK cells to proliferate in vitro without addition of extra cytokines. NK:TCR/IL-15 demonstrated a marked enhancement of TCR-mediated cytotoxicity as well as enhanced NK-mediated cytotoxicity resulting in improved persistence and performance of NK:BOB1-TCR/IL-15 cells in an orthotopic multiple myeloma mouse model. However, in contrast to prolonged anti-tumor reactivity by NK:BOB1-TCR/IL-15, we observed in one of the experiments an accumulation of NK:BOB1-TCR/IL-15 cells in several organs of treated mice, leading to unexpected death 30 days post-NK infusion. Conclusion: This study showed that NK:TCR/IL-15 cells secrete low levels of IL-15 and can proliferate in an environment lacking cytokines. Repeated in vitro and in vivo experiments confirmed the effectiveness and target specificity of our product, in which addition of IL-15 supports TCR- and NK-mediated cytotoxicity.


Interleukin-15 , Killer Cells, Natural , Receptors, Antigen, T-Cell , Interleukin-15/genetics , Interleukin-15/immunology , Interleukin-15/metabolism , Humans , Killer Cells, Natural/immunology , Killer Cells, Natural/metabolism , Animals , Mice , Receptors, Antigen, T-Cell/genetics , Receptors, Antigen, T-Cell/immunology , Cytotoxicity, Immunologic , Cell Proliferation , Cell Line, Tumor , Immunotherapy, Adoptive/methods , Genetic Engineering
15.
Database (Oxford) ; 20242024 May 06.
Article En | MEDLINE | ID: mdl-38713861

Cancer immunotherapy has brought about a revolutionary breakthrough in the field of cancer treatment. Immunotherapy has changed the treatment landscape for a variety of solid and hematologic malignancies. To assist researchers in efficiently uncovering valuable information related to cancer immunotherapy, we have presented a manually curated comprehensive database called DIRMC, which focuses on molecular features involved in cancer immunotherapy. All the content was collected manually from published literature, authoritative clinical trial data submitted by clinicians, some databases for drug target prediction such as DrugBank, and some experimentally confirmed high-throughput data sets for the characterization of immune-related molecular interactions in cancer, such as a curated database of T-cell receptor sequences with known antigen specificity (VDJdb), a pathology-associated TCR database (McPAS-TCR) et al. By constructing a fully connected functional network, ranging from cancer-related gene mutations to target genes to translated target proteins to protein regions or sites that may specifically affect protein function, we aim to comprehensively characterize molecular features related to cancer immunotherapy. We have developed the scoring criteria to assess the reliability of each MHC-peptide-T-cell receptor (TCR) interaction item to provide a reference for users. The database provides a user-friendly interface to browse and retrieve data by genes, target proteins, diseases and more. DIRMC also provides a download and submission page for researchers to access data of interest for further investigation or submit new interactions related to cancer immunotherapy targets. Furthermore, DIRMC provides a graphical interface to help users predict the binding affinity between their own peptide of interest and MHC or TCR. This database will provide researchers with a one-stop resource to understand cancer immunotherapy-related targets as well as data on MHC-peptide-TCR interactions. It aims to offer reliable molecular characteristics support for both the analysis of the current status of cancer immunotherapy and the development of new immunotherapy. DIRMC is available at http://www.dirmc.tech/. Database URL: http://www.dirmc.tech/.


Immunotherapy , Neoplasms , Immunotherapy/methods , Humans , Neoplasms/immunology , Neoplasms/genetics , Neoplasms/therapy , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/genetics , Databases, Protein , User-Computer Interface
16.
Brief Bioinform ; 25(3)2024 Mar 27.
Article En | MEDLINE | ID: mdl-38711371

T-cell receptor (TCR) recognition of antigens is fundamental to the adaptive immune response. With the expansion of experimental techniques, a substantial database of matched TCR-antigen pairs has emerged, presenting opportunities for computational prediction models. However, accurately forecasting the binding affinities of unseen antigen-TCR pairs remains a major challenge. Here, we present convolutional-self-attention TCR (CATCR), a novel framework tailored to enhance the prediction of epitope and TCR interactions. Our approach utilizes convolutional neural networks to extract peptide features from residue contact matrices, as generated by OpenFold, and a transformer to encode segment-based coded sequences. We introduce CATCR-D, a discriminator that can assess binding by analyzing the structural and sequence features of epitopes and CDR3-ß regions. Additionally, the framework comprises CATCR-G, a generative module designed for CDR3-ß sequences, which applies the pretrained encoder to deduce epitope characteristics and a transformer decoder for predicting matching CDR3-ß sequences. CATCR-D achieved an AUROC of 0.89 on previously unseen epitope-TCR pairs and outperformed four benchmark models by a margin of 17.4%. CATCR-G has demonstrated high precision, recall and F1 scores, surpassing 95% in bidirectional encoder representations from transformers score assessments. Our results indicate that CATCR is an effective tool for predicting unseen epitope-TCR interactions. Incorporating structural insights enhances our understanding of the general rules governing TCR-epitope recognition significantly. The ability to predict TCRs for novel epitopes using structural and sequence information is promising, and broadening the repository of experimental TCR-epitope data could further improve the precision of epitope-TCR binding predictions.


Receptors, Antigen, T-Cell , Receptors, Antigen, T-Cell/chemistry , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/genetics , Humans , Epitopes/chemistry , Epitopes/immunology , Computational Biology/methods , Neural Networks, Computer , Epitopes, T-Lymphocyte/immunology , Epitopes, T-Lymphocyte/chemistry , Antigens/chemistry , Antigens/immunology , Amino Acid Sequence
17.
J Transl Med ; 22(1): 413, 2024 May 01.
Article En | MEDLINE | ID: mdl-38693513

Adoptive cell therapy has revolutionized cancer treatment, especially for hematologic malignancies. T cells are the most extensively utilized cells in adoptive cell therapy. Currently, tumor-infiltrating lymphocytes, T cell receptor-transgenic T cells and chimeric antigen receptor T cells are the three main adoptive T cell therapies. Tumor-infiltrating lymphocytes kill tumors by reinfusing enlarged lymphocytes that naturally target tumor-specific antigens into the patient. T cell receptor-transgenic T cells have the ability to specifically destroy tumor cells via the precise recognition of exogenous T cell receptors with major histocompatibility complex. Chimeric antigen receptor T cells transfer genes with specific antigen recognition structural domains and T cell activation signals into T cells, allowing T cells to attack tumors without the assistance of major histocompatibility complex. Many barriers have been demonstrated to affect the clinical efficacy of adoptive T cell therapy, such as tumor heterogeneity and antigen loss, hard trafficking and infiltration, immunosuppressive tumor microenvironment and T cell exhaustion. Several strategies to improve the efficacy of adoptive T cell therapy have been explored, including multispecific chimeric antigen receptor T cell therapy, combination with immune checkpoint blockade, targeting the immunosuppressive tumor microenvironment, etc. In this review, we will summarize the current status and clinical application, followed by major bottlenecks in adoptive T cell therapy. In addition, we will discuss the promising strategies to improve adoptive T cell therapy. Adoptive T cell therapy will result in even more incredible advancements in solid tumors if the aforementioned problems can be handled.


Immunotherapy, Adoptive , Neoplasms , Humans , Neoplasms/therapy , Neoplasms/immunology , Immunotherapy, Adoptive/methods , T-Lymphocytes/immunology , Animals , Tumor Microenvironment/immunology , Receptors, Chimeric Antigen/immunology , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/metabolism
19.
Cell Chem Biol ; 31(5): 920-931.e6, 2024 May 16.
Article En | MEDLINE | ID: mdl-38759618

T cell receptor (TCR) plays a fundamental role in adaptive immunity, and TCR-T cell therapy holds great promise for treating solid tumors and other diseases. However, there is a noticeable absence of chemical tools tuning TCR activity. In our study, we screened natural sterols for their regulatory effects on T cell function and identified 7-alpha-hydroxycholesterol (7a-HC) as a potent inhibitor of TCR signaling. Mechanistically, 7a-HC promoted membrane binding of CD3ε cytoplasmic domain, a crucial signaling component of the TCR-CD3 complex, through alterations in membrane physicochemical properties. Enhanced CD3ε membrane binding impeded the condensation between CD3ε and the key kinase Lck, thereby inhibiting Lck-mediated TCR phosphorylation. Transient treatments of TCR-T cells with 7a-HC resulted in reduced signaling strength, increased memory cell populations, and superior long-term antitumor functions. This study unveils a chemical regulation of TCR signaling, which can be exploited to enhance the long-term efficacy of TCR-T cell therapy.


Hydroxycholesterols , Receptors, Antigen, T-Cell , Signal Transduction , Signal Transduction/drug effects , Receptors, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/immunology , Humans , Hydroxycholesterols/chemistry , Hydroxycholesterols/metabolism , Hydroxycholesterols/pharmacology , Animals , Mice , T-Lymphocytes/drug effects , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Mice, Inbred C57BL , Phosphorylation/drug effects
20.
Lancet Neurol ; 23(6): 615-624, 2024 Jun.
Article En | MEDLINE | ID: mdl-38760099

BACKGROUND: Neuroimmunology research and development has been marked by substantial advances, particularly in the treatment of neuroimmunological diseases, such as multiple sclerosis, myasthenia gravis, neuromyelitis optica spectrum disorders, and myelin oligodendrocyte glycoprotein antibody disease. With more than 20 drugs approved for multiple sclerosis alone, treatment has become more personalised. The approval of disease-modifying therapies, particularly those targeting B cells, has highlighted the role of immunotherapeutic interventions in the management of these diseases. Despite these successes, challenges remain, particularly for patients who do not respond to conventional therapies, underscoring the need for innovative approaches. RECENT DEVELOPMENTS: The approval of monoclonal antibodies, such as ocrelizumab and ofatumumab, which target CD20, and inebilizumab, which targets CD19, for the treatment of various neuroimmunological diseases reflects progress in the understanding and management of B-cell activity. However, the limitations of these therapies in halting disease progression or activity in patients with multiple sclerosis or neuromyelitis optica spectrum disorders have prompted the exploration of cell-based therapies, particularly chimeric antigen receptor (CAR) T cells. Initially successful in the treatment of B cell-derived malignancies, CAR T cells offer a novel therapeutic mechanism by directly targeting and eliminating B cells, potentially overcoming the shortcomings of antibody-mediated B cell depletion. WHERE NEXT?: The use of CAR T cells in autoimmune diseases and B cell-driven neuroimmunological diseases shows promise as a targeted and durable option. CAR T cells act autonomously, penetrating deep tissue and effectively depleting B cells, especially in the CNS. Although the therapeutic potential of CAR T cells is substantial, their application faces hurdles such as complex logistics and management of therapy-associated toxic effects. Ongoing and upcoming clinical trials will be crucial in determining the safety, efficacy, and applicability of CAR T cells. As research progresses, CAR T cell therapy has the potential to transform treatment for patients with neuroimmunological diseases. It could offer extended periods of remission and a new standard in the management of autoimmune and neuroimmunological disorders.


B-Lymphocytes , Receptors, Chimeric Antigen , Humans , B-Lymphocytes/immunology , Receptors, Chimeric Antigen/immunology , Immunotherapy, Adoptive/methods , T-Lymphocytes/immunology , Receptors, Antigen, T-Cell/immunology , Animals , Autoimmune Diseases of the Nervous System/therapy , Autoimmune Diseases of the Nervous System/immunology
...