T cell repertoire

T 细胞库
  • 文章类型: Published Erratum
    [这修正了文章DOI:10.3389/fimmu.2024.1306490。].
    [This corrects the article DOI: 10.3389/fimmu.2024.1306490.].
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  • 文章类型: Journal Article
    结直肠癌(CRC)在年龄小于50岁的个体(早发性CRC;EOCRC)中的发病率显著增加,然而,这种惊人的上升背后的病因和分子机制仍不清楚。我们比较了EOCRC和平均起病CRC(AOCRC)之间的肿瘤相关T细胞库,以揭示发病年龄的潜在独特的免疫微环境相关特征。我们的发现队列包括2000年至2020年在克利夫兰诊所接受手术切除的242例患者。EOCRC定义为诊断时年龄<50岁(N=126),AOCRC年龄≥60岁(N=116)。通过肿瘤的免疫测序测量T细胞受体(TCR)丰度和克隆性。Logistic回归模型用于评估TCR库特征与发病年龄之间的关联。适应性,种族,肿瘤位置,和舞台。在结直肠癌分子流行病学研究的152例EOCRC和1,984例AOCRC病例中重复了发现。与发现队列中的AOCRC肿瘤相比,EOCRC肿瘤具有显著更高的TCR多样性(赔率比(OR):0.44,95%置信区间(CI):0.32-0.61,p<.0001)。在复制队列中也观察到这种关联(OR:0.74,95%CI:0.62-0.89,p=.0013)。在任一队列中,在EOCRC和AOCRC之间没有观察到TCR丰度的显著差异。更高的TCR多样性,表明肿瘤内T细胞反应更加多样化,在EOCRC中比AOCRC中更常见。需要进一步的研究来更广泛地研究T细胞多样性和适应性免疫应答在EOCRC的病因和结果中的作用。
    The incidence of colorectal cancer (CRC) among individuals younger than age 50 (early onset CRC; EOCRC) has substantially increased, yet the etiology and molecular mechanisms underlying this alarming rise remain unclear. We compared tumor-associated T cell repertoires between EOCRC and average-onset CRC (AOCRC) to uncover potentially unique immune microenvironment-related features by age of onset. Our discovery cohort included 242 patients who underwent surgical resection at Cleveland Clinic from 2000 to 2020. EOCRC was defined as age < 50 years at diagnosis (N = 126), and AOCRC as age ≥ 60 years (N = 116). T cell receptor (TCR) abundance and clonality were measured by immunosequencing of tumors. Logistic regression models were used to evaluate the associations between TCR repertoire features and age of onset, adjusting for sex, race, tumor location, and stage. Findings were replicated in 152 EOCRC and 1,984 AOCRC cases from the Molecular Epidemiology of Colorectal Cancer Study. EOCRC tumors had significantly higher TCR diversity compared to AOCRC tumors in the discovery cohort (Odds Ratio (OR):0.44, 95% Confidence Interval (CI):0.32-0.61, p < .0001). This association was also observed in the replication cohort (OR : 0.74, 95% CI : 0.62-0.89, p = .0013). No significant differences in TCR abundance were observed between EOCRC and AOCRC in either cohort. Higher TCR diversity, suggesting a more diverse intratumoral T cell response, is more frequently observed in EOCRC than AOCRC. Further studies are warranted to investigate the role of T cell diversity and the adaptive immune response more broadly in the etiology and outcomes of EOCRC.
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  • 文章类型: Journal Article
    同种异体T细胞扩增是移植物抗宿主病(GVHD)的主要决定因素,目前的教条规定,这是由供体和受体之间的组织相容性抗原差异驱动的。该范例代表了一个封闭的遗传系统,在该系统中,供体T细胞与肽-主要组织相容性复合物(MHCs)相互作用。尽管由于T细胞库的稀疏性,克隆询问仍然具有挑战性。我们使用小鼠干细胞移植系统中的供体和受体T细胞受体(TCR)频率开发了贝叶斯模型,以定义跨遗传相同的供体-受体对的T细胞克隆的有限的共同扩增。供体CD4+T细胞克隆型的子集在相同的受体中差异扩增并且是微生物群依赖性的。微生物群特异性T细胞增强了GVHD的致死率,并且可以在同种反应性反应期间靶向胃肠道上皮呈递的微生物抗原。微生物群作为同源抗原的来源,有助于克隆型T细胞扩增和GVHD的诱导,而与供体-受体遗传学无关。
    Allogeneic T cell expansion is the primary determinant of graft-versus-host disease (GVHD), and current dogma dictates that this is driven by histocompatibility antigen disparities between donor and recipient. This paradigm represents a closed genetic system within which donor T cells interact with peptide-major histocompatibility complexes (MHCs), though clonal interrogation remains challenging due to the sparseness of the T cell repertoire. We developed a Bayesian model using donor and recipient T cell receptor (TCR) frequencies in murine stem cell transplant systems to define limited common expansion of T cell clones across genetically identical donor-recipient pairs. A subset of donor CD4+ T cell clonotypes differentially expanded in identical recipients and were microbiota dependent. Microbiota-specific T cells augmented GVHD lethality and could target microbial antigens presented by gastrointestinal epithelium during an alloreactive response. The microbiota serves as a source of cognate antigens that contribute to clonotypic T cell expansion and the induction of GVHD independent of donor-recipient genetics.
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  • 文章类型: Journal Article
    对病原性抗原的反复暴露会使CD8+T细胞区室重塑,并产生多克隆且复杂的功能记忆库。在克隆型水平,对保守的流感抗原的反应,M158-66在健康个体中具有良好的特征,但不是在接受免疫抑制治疗或免疫异常的患者中,如青少年特发性关节炎(JIA)。在这里,我们显示JIA患者的M158-66特异性RS/RA克隆型数量减少,表明克隆丰富度下降,因此,具有较低的曲目多样性。通过使用秩-频率方法分析曲目的分布,我们发现JIAT细胞库的几个特征类似于健康成人中看到的库,包括扩增的RS/RA特异性抗原反应,代表更大的克隆不均匀性。与成熟的曲目不同,然而,克隆型分布波动更大,克隆型稳定性较低,JIA中M158-66特异性RS/RA克隆型的IFNy反应更多。这表明在免疫抑制疗法中JIA患者的功能克隆扩增发生了改变。我们建议对这里描述的流感M158-66表位的反应是接受免疫抑制治疗的JIA患者的普遍现象。克隆丰富度和不均匀性的变化表明成熟免疫反应的产生迟缓和不均匀。
    Recurrent exposures to a pathogenic antigen remodel the CD8+ T cell compartment and generate a functional memory repertoire that is polyclonal and complex. At the clonotype level, the response to the conserved influenza antigen, M158-66 has been well characterized in healthy individuals, but not in patients receiving immunosuppressive therapy or with aberrant immunity, such as those with juvenile idiopathic arthritis (JIA). Here we show that patients with JIA have a reduced number of M158-66 specific RS/RA clonotypes, indicating decreased clonal richness and, as a result, have lower repertoire diversity. By using a rank-frequency approach to analyze the distribution of the repertoire, we found several characteristics of the JIA T cell repertoire to be akin to repertoires seen in healthy adults, including an amplified RS/RA-specific antigen response, representing greater clonal unevenness. Unlike mature repertoires, however, there is more fluctuation in clonotype distribution, less clonotype stability, and more variable IFNy response of the M158-66 specific RS/RA clonotypes in JIA. This indicates that functional clonal expansion is altered in patients with JIA on immunosuppressive therapies. We propose that the response to the influenza M158-66 epitope described here is a general phenomenon for JIA patients receiving immunosuppressive therapy, and that the changes in clonal richness and unevenness indicate a retarded and uneven generation of a mature immune response.
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  • 文章类型: Journal Article
    准确预测T细胞受体(TCR)与其同源表位之间的结合是理解适应性免疫应答和开发免疫疗法的关键。当前方法面临两个显著的局限性:全面高质量数据的短缺和监督学习方法中常用的负面训练数据的选择引入的偏差。我们提出了一种方法,用于相互作用肽和T细胞受体(TULIP)的基于变压器的无监督语言模型,通过利用不完整的数据和无监督学习以及使用语言模型的转换器架构来解决这两个限制。我们的模型灵活,集成了所有可能的数据源,无论其质量或完整性。我们证明了以前监督方法中使用的抽样程序引入的偏差的存在,强调需要一种无监督的方法。TULIP识别结合表位的特定TCR,在看不见的表位上表现良好。我们的模型优于最先进的模型,并为开发更准确的TCR表位识别模型提供了有希望的方向。
    The accurate prediction of binding between T cell receptors (TCR) and their cognate epitopes is key to understanding the adaptive immune response and developing immunotherapies. Current methods face two significant limitations: the shortage of comprehensive high-quality data and the bias introduced by the selection of the negative training data commonly used in the supervised learning approaches. We propose a method, Transformer-based Unsupervised Language model for Interacting Peptides and T cell receptors (TULIP), that addresses both limitations by leveraging incomplete data and unsupervised learning and using the transformer architecture of language models. Our model is flexible and integrates all possible data sources, regardless of their quality or completeness. We demonstrate the existence of a bias introduced by the sampling procedure used in previous supervised approaches, emphasizing the need for an unsupervised approach. TULIP recognizes the specific TCRs binding an epitope, performing well on unseen epitopes. Our model outperforms state-of-the-art models and offers a promising direction for the development of more accurate TCR epitope recognition models.
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  • 文章类型: Journal Article
    在越来越多的免疫学领域中,免疫原性肽的鉴定已成为必不可少的。从肿瘤免疫疗法到疫苗开发。适应性免疫反应的性质是由外源和自身蛋白序列之间的相似性决定的。在许多研究中广泛应用的概念。我们能准确定义与自我的相似程度吗?此外,我们能准确定义免疫自我吗?在目前的工作中,我们的目标是解开阻碍自相似性评估的概念和机械模糊性。因此,我们证明了常用措施之间的一致性非常低,并强调了未来研究的潜在途径。
    The identification of immunogenic peptides has become essential in an increasing number of fields in immunology, ranging from tumor immunotherapy to vaccine development. The nature of the adaptive immune response is shaped by the similarity between foreign and self-protein sequences, a concept extensively applied in numerous studies. Can we precisely define the degree of similarity to self? Furthermore, do we accurately define immune self? In the current work, we aim to unravel the conceptual and mechanistic vagueness hindering the assessment of self-similarity. Accordingly, we demonstrate the remarkably low consistency among commonly employed measures and highlight potential avenues for future research.
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  • 文章类型: Journal Article
    我们以前认为,T和B淋巴细胞的抗原受体进化为足够特异性,以避免通过阴性选择大量克隆型缺失。他们的最佳“特异性”水平,即,结合任何特定表位的概率,被证明与细胞必须耐受的自身抗原的数量成反比。实验表明,在胸腺的阴性选择过程中,T淋巴细胞也变得更加特异性。因为表达最交叉反应性受体的细胞与自身抗原结合的可能性最高,并因此被容忍(即,已删除,通电,或转化为调节性T细胞表型)。因此,对于T细胞的精确特异性,有两种不相互排斥的解释,一个涉及进化,另一个涉及胸腺选择。为了更好地理解两者的影响,我们通过允许在预选库中具有非常不同的结合概率的T细胞来扩展先前开发的数学模型.我们证实,阴性选择倾向于容忍最交叉反应的克隆型。因此,功能后选择库的平均特异性水平取决于自身抗原的数量,即使没有结合概率的进化优化。然而,预选库中结合概率的进化最佳范围也取决于自身抗原的数量.具有更多自身抗原的物种需要更具体的预选择库,以避免在胸腺选择过程中T细胞的过度损失,从而引发保护性免疫反应。我们得出的结论是,进化和阴性选择都是淋巴细胞特异性高的原因。
    We have previously argued that the antigen receptors of T and B lymphocytes evolved to be sufficiently specific to avoid massive deletion of clonotypes by negative selection. Their optimal \'specificity\' level, i.e., probability of binding any particular epitope, was shown to be inversely related to the number of self-antigens that the cells have to be tolerant to. Experiments have demonstrated that T lymphocytes also become more specific during negative selection in the thymus, because cells expressing the most crossreactive receptors have the highest likelihood of binding a self-antigen, and hence to be tolerized (i.e., deleted, anergized, or diverted into a regulatory T cell phenotype). Thus, there are two -not mutually exclusive- explanations for the exquisite specificity of T cells, one involving evolution and the other thymic selection. To better understand the impact of both, we extend a previously developed mathematical model by allowing for T cells with very different binding probabilities in the pre-selection repertoire. We confirm that negative selection tends to tolerize the most crossreactive clonotypes. As a result, the average level of specificity in the functional post-selection repertoire depends on the number of self-antigens, even if there is no evolutionary optimization of binding probabilities. However, the evolutionary optimal range of binding probabilities in the pre-selection repertoire also depends on the number of self-antigens. Species with more self antigens need more specific pre-selection repertoires to avoid excessive loss of T cells during thymic selection, and hence mount protective immune responses. We conclude that both evolution and negative selection are responsible for the high level of specificity of lymphocytes.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    目的:最近对声门下气道适应性免疫库的免疫学研究表明,高频T细胞克隆在个体之间不重叠。然而,近端气道粘膜中T细胞库的解剖分布和抗原靶标仍未解决。
    方法:特发性声门下狭窄患者的匹配瘢痕和未受影响的粘膜的单细胞RNA测序(iSGS,进行n=32),并与健康对照组(n=10)的气道粘膜进行比较。通过相似性网络分析询问T细胞受体(TCR)序列,以使用已发布的算法探索抗原靶标:通过配对热点(GLIPH2)对淋巴细胞相互作用进行分组。
    结果:健康对照气道中的粘膜T细胞库由跨解剖亚位点保守的高表达T细胞克隆组成(气管,支气管,细支气管,和肺)。在iSGS,在瘢痕组织和邻近的非瘢痕组织中,高频克隆的代表性相同.观察到iSGS瘢痕和未受影响的粘膜之间的库结构存在显着差异,由独特的低频克隆驱动。GLIPH2结果表明低频克隆在多个iSGS患者之间共享靶标。
    结论:健康气道粘膜在多个解剖亚位点具有高度保守的T细胞库。同样,iSGS患者在瘢痕和未受影响的粘膜中均存在高表达的T细胞克隆。iSGS气道瘢痕拥有大量扩增较少的克隆,预测的抗原靶标在患者之间共享。对这些共享基序的询问表明iSGS气道瘢痕中对病毒靶标的丰富适应性免疫。这些结果提供了对疾病发病机制的见解,并阐明了iSGS的新治疗策略。
    方法:NA级喉镜,2024.
    OBJECTIVE: Recent immunologic study of the adaptive immune repertoire in the subglottic airway demonstrated high-frequency T cell clones that do not overlap between individuals. However, the anatomic distribution and antigenic target of the T cell repertoire in the proximal airway mucosa remain unresolved.
    METHODS: Single-cell RNA sequencing of matched scar and unaffected mucosa from idiopathic subglottic stenosis patients (iSGS, n = 32) was performed and compared with airway mucosa from healthy controls (n = 10). T cell receptor (TCR) sequences were interrogated via similarity network analysis to explore antigenic targets using the published algorithm: Grouping of Lymphocyte Interactions by Paratope Hotspots (GLIPH2).
    RESULTS: The mucosal T cell repertoire in healthy control airways consisted of highly expressed T cell clones conserved across anatomic subsites (trachea, bronchi, bronchioles, and lung). In iSGS, high-frequency clones were equally represented in both scar and adjacent non-scar tissue. Significant differences in repertoire structure between iSGS scar and unaffected mucosa was observed, driven by unique low-frequency clones. GLIPH2 results suggest low-frequency clones share targets between multiple iSGS patients.
    CONCLUSIONS: Healthy airway mucosa has a highly conserved T cell repertoire across multiple anatomic subsites. Similarly, iSGS patients have highly expressed T cell clones present in both scar and unaffected mucosa. iSGS airway scar possesses an abundance of less highly expanded clones with predicted antigen targets shared between patients. Interrogation of these shared motifs suggests abundant adaptive immunity to viral targets in iSGS airway scar. These results provide insight into disease pathogenesis and illuminate new treatment strategies in iSGS.
    METHODS: NA Laryngoscope, 134:3245-3252, 2024.
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  • 文章类型: Journal Article
    需要更好地了解肺癌中的T细胞及其在肿瘤旁肺和外周血中的分布,以提高疗效并最大程度地减少免疫治疗对肺癌患者的毒性。
    这里,我们对来自20例早期NSCLC患者的136个样本进行了CDR3βTCR测序,包括外周血单个核细胞,肿瘤,肿瘤边缘(距离肿瘤<1厘米),以及邻近的肺1厘米,2厘米,5cm,距离肿瘤10厘米,以深入了解非小细胞肺癌患者肺部T细胞的空间异质性。使用免疫组织化学染色评估PD-L1,CD4和CD8表达,基因组特征是通过对1,021个癌症相关基因的靶向测序得出的。对四名患者进行针对PD-1,CTLA4,LAG3和TIM3的多重免疫组织化学,以评估T细胞耗竭。
    我们的研究揭示了TIL肿瘤浸润淋巴细胞与肿瘤边缘的同源性梯度下降,邻近的肺,和外周血,但没有明显的距离相关的T细胞运输模式在相邻的肺本身。此外,我们显示了在具有高T细胞克隆性和PD-L1表达的区域中病原体特异性TCR的减少。
    在非小细胞肺癌患者的肺中排斥T细胞可能是肺癌发生的潜在机制。
    UNASSIGNED: A better understanding of T cells in lung cancer and their distribution across tumor-adjacent lungs and peripheral blood is needed to improve efficacy and minimize toxicity from immunotherapy to lung cancer patients.
    UNASSIGNED: Here, we performed CDR3β TCR sequencing of 136 samples from 20 patients with early-stage NSCLC including peripheral blood mononuclear cells, tumors, tumor edges (<1 cm from tumor), as well as adjacent lungs 1 cm, 2 cm, 5 cm, and 10 cm away from the tumor to gain insight into the spatial heterogeneity of T cells across the lungs in patients with NSCLC. PD-L1, CD4, and CD8 expression was assessed using immunohistochemical staining, and genomic features were derived by targeted sequencing of 1,021 cancer-related genes. Multiplex immunohistochemistry against PD-1, CTLA4, LAG3, and TIM3 was performed on four patients to assess T cell exhaustion.
    UNASSIGNED: Our study reveals a decreasing gradient in TIL Tumor Infiltrating Lymphocytes homology with tumor edge, adjacent lungs, and peripheral blood but no discernible distance-associated patterns of T cell trafficking within the adjacent lung itself. Furthermore, we show a decrease in pathogen-specific TCRs in regions with high T cell clonality and PD-L1 expression.
    UNASSIGNED: Exclusion in T exhaustion cells at play across the lungs of patients with NSCLC may potentially be the mechanism for lung cancer occurrence.
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