keyword
https://read.qxmd.com/read/38536129/the-deep-learning-framework-icantcr-enables-early-cancer-detection-using-the-t-cell-receptor-repertoire-in-peripheral-blood
#21
JOURNAL ARTICLE
Yideng Cai, Meng Luo, Wenyi Yang, Chang Xu, Pingping Wang, Guangfu Xue, Xiyun Jin, Rui Cheng, Jinhao Que, Wenyang Zhou, Boran Pang, Shouping Xu, Yu Li, Qinghua Jiang, Zhaochun Xu
T cells recognize tumor antigens and initiate an anti-cancer immune response in the very early stages of tumor development, and the antigen specificity of T cells is determined by the T cell receptor (TCR). Therefore, monitoring changes in the TCR repertoire in peripheral blood may offer a strategy to detect various cancers at a relatively early stages. Here, we developed the deep learning framework iCanTCR to identify cancer patients based on the TCR repertoire. The iCanTCR framework uses TCRβ sequences from an individual as an input and outputs the predicted cancer probability...
March 27, 2024: Cancer Research
https://read.qxmd.com/read/38530897/innate-like-t-cell-subset-commitment-in-the-murine-thymus-is-independent-of-tcr-characteristics-and-occurs-during-proliferation
#22
JOURNAL ARTICLE
Vadim K Karnaukhov, Anne-Laure Le Gac, Linda Bilonda Mutala, Aurélie Darbois, Laetitia Perrin, Francois Legoux, Aleksandra M Walczak, Thierry Mora, Olivier Lantz
How T-cell receptor (TCR) characteristics determine subset commitment during T-cell development is still unclear. Here, we addressed this question for innate-like T cells, mucosal-associated invariant T (MAIT) cells, and invariant natural killer T (iNKT) cells. MAIT and iNKT cells have similar developmental paths, leading in mice to two effector subsets, cytotoxic (MAIT1/iNKT1) and IL17-secreting (MAIT17/iNKT17). For iNKT1 vs iNKT17 fate choice, an instructive role for TCR affinity was proposed but recent data argue against this model...
April 2, 2024: Proceedings of the National Academy of Sciences of the United States of America
https://read.qxmd.com/read/38529494/b-cells-promote-t-cell-immunosenescence-and-mammalian-aging-parameters
#23
Saad Khan, Mainak Chakraborty, Fei Wu, Nan Chen, Tao Wang, Yi Tao Chan, Azin Sayad, Juan Diego Sánchez Vásquez, Max Kotlyar, Khiem Nguyen, Yingxiang Huang, Faisal J Alibhai, Minna Woo, Ren-Ke Li, Mansoor Husain, Igor Jurisica, Adam J Gehring, Pamela S Ohashi, David Furman, Sue Tsai, Shawn Winer, Daniel A Winer
A dysregulated adaptive immune system is a key feature of aging, and is associated with age-related chronic diseases and mortality. Most notably, aging is linked to a loss in the diversity of the T cell repertoire and expansion of activated inflammatory age-related T cell subsets, though the main drivers of these processes are largely unknown. Here, we find that T cell aging is directly influenced by B cells. Using multiple models of B cell manipulation and single-cell omics, we find B cells to be a major cell type that is largely responsible for the age-related reduction of naive T cells, their associated differentiation towards pathogenic immunosenescent T cell subsets, and for the clonal restriction of their T cell receptor (TCR)...
September 14, 2023: bioRxiv
https://read.qxmd.com/read/38525047/a-comparison-of-clustering-models-for-inference-of-t-cell-receptor-antigen-specificity
#24
JOURNAL ARTICLE
Dan Hudson, Alex Lubbock, Mark Basham, Hashem Koohy
The vast potential sequence diversity of TCRs and their ligands has presented an historic barrier to computational prediction of TCR epitope specificity, a holy grail of quantitative immunology. One common approach is to cluster sequences together, on the assumption that similar receptors bind similar epitopes. Here, we provide the first independent evaluation of widely used clustering algorithms for TCR specificity inference, observing some variability in predictive performance between models, and marked differences in scalability...
March 2024: Immunoinformatics (Amst)
https://read.qxmd.com/read/38521764/prior-infection-with-unrelated-neurotropic-virus-exacerbates-influenza-disease-and-impairs-lung-t-cell-responses
#25
JOURNAL ARTICLE
Isabelle Jia-Hui Foo, Brendon Y Chua, E Bridie Clemens, So Young Chang, Xiaoxiao Jia, Hayley A McQuilten, Ashley Huey Yiing Yap, Aira F Cabug, Mitra Ashayeripanah, Hamish E G McWilliam, Jose A Villadangos, Maximilien Evrard, Laura K Mackay, Linda M Wakim, John K Fazakerley, Katherine Kedzierska, Lukasz Kedzierski
Immunity to infectious diseases is predominantly studied by measuring immune responses towards a single pathogen, although co-infections are common. In-depth mechanisms on how co-infections impact anti-viral immunity are lacking, but are highly relevant to treatment and prevention. We established a mouse model of co-infection with unrelated viruses, influenza A (IAV) and Semliki Forest virus (SFV), causing disease in different organ systems. SFV infection eight days before IAV infection results in prolonged IAV replication, elevated cytokine/chemokine levels and exacerbated lung pathology...
March 23, 2024: Nature Communications
https://read.qxmd.com/read/38515756/deeplion2-deep-multi-instance-contrastive-learning-framework-enhancing-the-prediction-of-cancer-associated-t-cell-receptors-by-attention-strategy-on-motifs
#26
JOURNAL ARTICLE
Xinyang Qian, Guang Yang, Fan Li, Xuanping Zhang, Xiaoyan Zhu, Xin Lai, Xiao Xiao, Tao Wang, Jiayin Wang
INTRODUCTION: T cell receptor (TCR) repertoires provide valuable insights into complex human diseases, including cancers. Recent advancements in immune sequencing technology have significantly improved our understanding of TCR repertoire. Some computational methods have been devised to identify cancer-associated TCRs and enable cancer detection using TCR sequencing data. However, the existing methods are often limited by their inadequate consideration of the correlations among TCRs within a repertoire, hindering the identification of crucial TCRs...
2024: Frontiers in Immunology
https://read.qxmd.com/read/38510258/the-self-reactive-fviii-t-cell-repertoire-in-healthy-individuals-relies-on-a-short-set-of-epitopes-and-public-clonotypes
#27
JOURNAL ARTICLE
Valeria Porcheddu, Gautier Lhomme, Rémi Giraudet, Evelyne Correia, Bernard Maillère
Non-mutated FVIII-specific CD4 T cell epitopes have been recently found to contribute to the development of inhibitors in patients with hemophilia A (HA), while auto-reactive CD4 T cells specific to FVIII circulate in the blood of healthy individuals at a frequency close to the foreign protein ovalbumin. Thus, although FVIII is a self-protein, the central tolerance raised against FVIII appears to be low. In this study, we conducted a comprehensive analysis of the FVIII CD4 T cell repertoire in 29 healthy donors...
2024: Frontiers in Immunology
https://read.qxmd.com/read/38508137/dnajb1-prkaca-fusion-neoantigens-elicit-rare-endogenous-t%C3%A2-cell-responses-that-potentiate-cell-therapy-for-fibrolamellar-carcinoma
#28
JOURNAL ARTICLE
Allison M Kirk, Jeremy Chase Crawford, Ching-Heng Chou, Cliff Guy, Kirti Pandey, Tanya Kozlik, Ravi K Shah, Shanzou Chung, Phuong Nguyen, Xiaoyu Zhang, Jin Wang, Matthew Bell, Robert C Mettelman, E Kaitlynn Allen, Mikhail V Pogorelyy, Hyunjin Kim, Anastasia A Minervina, Walid Awad, Resha Bajracharya, Toni White, Donald Long, Brittney Gordon, Michelle Morrison, Evan S Glazer, Andrew J Murphy, Yixing Jiang, Elizabeth A Fitzpatrick, Mark Yarchoan, Praveen Sethupathy, Nathan P Croft, Anthony W Purcell, Sara M Federico, Elizabeth Stewart, Stephen Gottschalk, Anthony E Zamora, Christopher DeRenzo, Scott E Strome, Paul G Thomas
Fibrolamellar carcinoma (FLC) is a liver tumor with a high mortality burden and few treatment options. A promising therapeutic vulnerability in FLC is its driver mutation, a conserved DNAJB1-PRKACA gene fusion that could be an ideal target neoantigen for immunotherapy. In this study, we aim to define endogenous CD8 T cell responses to this fusion in FLC patients and evaluate fusion-specific T cell receptors (TCRs) for use in cellular immunotherapies. We observe that fusion-specific CD8 T cells are rare and that FLC patient TCR repertoires lack large clusters of related TCR sequences characteristic of potent antigen-specific responses, potentially explaining why endogenous immune responses are insufficient to clear FLC tumors...
March 19, 2024: Cell reports medicine
https://read.qxmd.com/read/38506710/phase-i-trial-of-viral-vector-based-personalized-vaccination-elicits-robust-neoantigen-specific-antitumor-t-cell-responses
#29
JOURNAL ARTICLE
Anna Morena D'Alise, Guido Leoni, Gabriella Cotugno, Loredana Siani, Rosa Vitale, Valentino Ruzza, Irene Garzia, Laura Antonucci, Elisa Micarelli, Veronica Venafra, Sven Gogov, Alessia Capone, Sarah Runswick, Juan Martin-Liberal, Emiliano Calvo, Victor Moreno, Stefan N Symeonides, Elisa Scarselli, Oliver Bechter
PURPOSE: Personalized vaccines targeting multiple neoantigens (nAgs) are a promising strategy for eliciting a diversified antitumor T cell response to overcome tumor heterogeneity. NOUS-PEV is a vector based personalized vaccine, expressing 60 nAgs and consists of priming with a non-human Great Ape Adenoviral vector (GAd20) followed by boosts with Modified Vaccinia Ankara (MVA). Here, we report data of a phase Ib trial of NOUS-PEV in combination with pembrolizumab in treatment naïve metastatic melanoma patients (NCT04990479)...
March 20, 2024: Clinical Cancer Research
https://read.qxmd.com/read/38504980/the-endogenous-mtv8-locus-and-the-immunoglobulin-repertoire
#30
JOURNAL ARTICLE
Helen A Beilinson, Steven A Erickson, Tatyana Golovkina
The vast diversity of mammalian adaptive antigen receptors allows for robust and efficient immune responses against a wide number of pathogens. The antigen receptor repertoire is built during the recombination of B and T cell receptor (BCR, TCR) loci and hypermutation of BCR loci. V(D)J recombination rearranges these antigen receptor loci, which are organized as an array of separate V, (D), and J gene segments. Transcription activation at the recombining locus leads to changes in the local three-dimensional architecture, which subsequently contributes to which gene segments are utilized for recombination...
2024: Frontiers in Immunology
https://read.qxmd.com/read/38504847/intratumoral-t-cell-receptor-repertoire-composition-predicts-overall-survival-in-patients-with-pancreatic-ductal-adenocarcinoma
#31
JOURNAL ARTICLE
Vikram S Pothuri, Graham D Hogg, Leah Conant, Nicholas Borcherding, C Alston James, Jacqueline Mudd, Greg Williams, Yongwoo David Seo, William G Hawkins, Venu G Pillarisetty, David G DeNardo, Ryan C Fields
Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy that is refractory to immune checkpoint inhibitor therapy. However, intratumoral T-cell infiltration correlates with improved overall survival (OS). Herein, we characterized the diversity and antigen specificity of the PDAC T-cell receptor (TCR) repertoire to identify novel immune-relevant biomarkers. Demographic, clinical, and TCR-beta sequencing data were collated from 353 patients across three cohorts that underwent surgical resection for PDAC...
2024: Oncoimmunology
https://read.qxmd.com/read/38501302/single-cell-transcriptomic-and-t-cell-antigen-receptor-analysis-of-human-cytomegalovirus-hcmv-specific-memory-t-cells-reveals-effectors-and-pre-effectors-of-cd8-and-cd4-cytotoxic-t-cells
#32
JOURNAL ARTICLE
Raunak Kar, Somdeb Chattopadhyay, Anjali Sharma, Kirti Sharma, Shreya Sinha, Gopalakrishnan Aneeshkumar Arimbasseri, Veena S Patil
Latent human cytomegalovirus (hCMV) infection can pose a serious threat of reactivation and disease occurrence in immune-compromised individuals. Although T cells are at the core of the protective immune response to hCMV infection, a detailed characterization of different T cell subsets involved in hCMV immunity is lacking. Here, in an unbiased manner, we characterized over 8000 hCMV-reactive peripheral memory T cells isolated from seropositive human donors, at a single-cell resolution by analysing their single-cell transcriptomes paired with the T cell antigen receptor (TCR) repertoires...
March 19, 2024: Immunology
https://read.qxmd.com/read/38496595/inducible-deletion-of-ezh2-in-cd4-t-cells-inhibits-kidney-t-cell-infiltration-and-prevents-interstitial-nephritis-in-mrl-lpr-lupus-prone-mice
#33
Xiaoqing Zheng, Mikhail G Dozmorov, Luis Espinoza, Mckenna M Bowes, Sheldon Bastacky, Amr H Sawalha
Systemic lupus erythematosus is a remitting relapsing autoimmune disease characterized by autoantibody production and multi-organ involvement. T cell epigenetic dysregulation plays an important role in the pathogenesis of lupus. We have previously demonstrated upregulation of the key epigenetic regulator EZH2 in CD4+ T cells isolated from lupus patients. To further investigate the role of EZH2 in the pathogenesis of lupus, we generated a tamoxifen-inducible CD4+ T cell Ezh2 conditional knockout mouse on the MRL/ lpr lupus-prone background...
March 7, 2024: bioRxiv
https://read.qxmd.com/read/38489234/unleashed-monocytic-engagement-in-s%C3%A3-zary-syndrome-during-the-combination-of-anti-ccr4-antibody-with-type-i-interferon
#34
JOURNAL ARTICLE
Tony T Jiang, Oleg Kruglov, Oleg E Akilov
Sézary syndrome is an aggressive leukemic expansion of skin derived malignant CD4+ T cells. Drug monotherapy often results in disease relapse due to the heterogenous nature of malignant CD4+ T cells, but how therapies can be optimally combined remains unclear due to limitations in understanding the disease pathogenesis. We identified immunologic transitions that interlink mycosis fungoides (MF) with Sézary syndrome (SS) using single-cell transcriptome analysis in parallel with high-throughput TCR sequencing...
March 15, 2024: Blood Advances
https://read.qxmd.com/read/38488909/global-analysis-of-t-cell-groups-reveals-immunological-features-and-common-antigen-targets-of-digestive-tract-tumors
#35
JOURNAL ARTICLE
Xiaoxue Li, Yuchao Zhang, Shiwei Guo, Zhenchuan Wu, Hailong Wang, Yi Huang, Yue Wang, Mengni Qiu, Jingyu Lang, Yichuan Xiao, Yufei Zhu, Gang Jin, Landian Hu, Xiangyin Kong
BACKGROUND: T cells are key players in the tumor immune microenvironment (TIME), as they can recognize and eliminate cancer cells that express neoantigens derived from somatic mutations. However, the diversity and specificity of T-cell receptors (TCRs) that recognize neoantigens are largely unknown, due to the high variability of TCR sequences among individuals. METHODS: To address this challenge, we applied GLIPH2, a novel algorithm that groups TCRs based on their predicted antigen specificity and HLA restriction, to cluster the TCR repertoire of 1,702 patients with digestive tract cancer...
March 15, 2024: Journal of Cancer Research and Clinical Oncology
https://read.qxmd.com/read/38483254/ovarian-cancer-is-detectable-from-peripheral-blood-using-machine-learning-over-t-cell-receptor-repertoires
#36
JOURNAL ARTICLE
Miriam Zuckerbrot-Schuldenfrei, Sarit Aviel-Ronen, Alona Zilberberg, Sol Efroni
The extraordinary diversity of T cells and B cells is critical for body maintenance. This diversity has an important role in protecting against tumor formation. In humans, the T-cell receptor (TCR) repertoire is generated through a striking stochastic process called V(D)J recombination, in which different gene segments are assembled and modified, leading to extensive variety. In ovarian cancer (OC), an unfortunate 80% of cases are detected late, leading to poor survival outcomes. However, when detected early, approximately 94% of patients live longer than 5 years after diagnosis...
January 22, 2024: Briefings in Bioinformatics
https://read.qxmd.com/read/38481997/editorial-t-cell-specificity-and-cross-reactivity-implications-in-physiology-and-pathology
#37
EDITORIAL
Daniela Latorre, Silvia Monticelli, Tomasz P Wypych, Dominik Aschenbrenner, Samuele Notarbartolo
No abstract text is available yet for this article.
2024: Frontiers in Immunology
https://read.qxmd.com/read/38479434/fume-tcrseq-enables-sensitive-and-accurate-sequencing-of-the-t-cell-receptor-from-limited-input-of-degraded-rna
#38
JOURNAL ARTICLE
Ann-Marie Baker, Gayathri Nageswaran, Pablo Nenclares, Tahel Ronel, Kane Smith, Christopher Kimberley, Miangela M Laclé, Shreerang Bhide, Kevin J Harrington, Alan Melcher, Manuel Rodriguez-Justo, Benny Chain, Trevor A Graham
Genomic analysis of the T-cell receptor (TCR) reveals the strength, breadth, and clonal dynamics of the adaptive immune response to pathogens or cancer. The diversity of the TCR repertoire, however, means that sequencing is technically challenging, particularly for samples with low quality, degraded nucleic acids. Here, we developed and validated FUME-TCRseq, a robust and sensitive RNA-based TCR sequencing methodology that is suitable for formalin-fixed paraffin-embedded samples and low amounts of input material...
March 14, 2024: Cancer Research
https://read.qxmd.com/read/38473001/whole-exome-sequencing-and-analysis-of-the-t-cell-receptor-%C3%AE-and-%C3%AE-repertoires-in-rheumatoid-arthritis
#39
JOURNAL ARTICLE
Jooyoung Cho, Juwon Kim, Ju Sun Song, Young Uh, Jong-Han Lee, Hyang Sun Lee
This study investigated the potential genetic variants of rheumatoid arthritis (RA) using whole-exome sequencing (WES) and evaluated the disease course using T cell receptor (TCR) repertoire analysis. Fourteen patients with RA and five healthy controls (HCs) were enrolled. For the RA patient group, only treatment-naïve patients were recruited, and data were collected at baseline as well as at 6 and 12 months following the initiation of the disease-modifying antirheumatic drug (DMARD) treatment. Laboratory data and disease parameters were also collected...
March 1, 2024: Diagnostics
https://read.qxmd.com/read/38467629/the-thymocyte-specific-rna-binding-protein-arpp21-provides-tcr-repertoire-diversity-by-binding-to-the-3-utr-and-promoting-rag1-mrna-expression
#40
JOURNAL ARTICLE
Meng Xu, Taku Ito-Kureha, Hyun-Seo Kang, Aleksandar Chernev, Timsse Raj, Kai P Hoefig, Christine Hohn, Florian Giesert, Yinhu Wang, Wenliang Pan, Natalia Ziętara, Tobias Straub, Regina Feederle, Carolin Daniel, Barbara Adler, Julian König, Stefan Feske, George C Tsokos, Wolfgang Wurst, Henning Urlaub, Michael Sattler, Jan Kisielow, F Gregory Wulczyn, Marcin Łyszkiewicz, Vigo Heissmeyer
The regulation of thymocyte development by RNA-binding proteins (RBPs) is largely unexplored. We identify 642 RBPs in the thymus and focus on Arpp21, which shows selective and dynamic expression in early thymocytes. Arpp21 is downregulated in response to T cell receptor (TCR) and Ca2+ signals. Downregulation requires Stim1/Stim2 and CaMK4 expression and involves Arpp21 protein phosphorylation, polyubiquitination and proteasomal degradation. Arpp21 directly binds RNA through its R3H domain, with a preference for uridine-rich motifs, promoting the expression of target mRNAs...
March 11, 2024: Nature Communications
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