Complementarity Determining Regions

互补性决定区域
  • 文章类型: Journal Article
    背景:在这项研究中,我们全面分析了HBV相关肝细胞癌(HCC)患者肿瘤和邻近正常组织的T细胞受体(TCR)库,并确定了TCR的基线特征和临床意义。
    方法:高通量测序用于确定14例HCC患者肿瘤和正常组织样本中TCR-β链变量(TRBV)的互补决定区3(CDR3)的分布。同时,研究了肿瘤和正常组织之间的TRBV多样性和表达差异。前100名CDR3(CF100)的累积频率,克隆,和香农熵作为评估多样性的指标,结果:TRBVCDR3的多样性在肿瘤组织和正常组织之间没有显着差异。在TRBV的58个V基因片段中,TRBV16和TRBV7-6在肿瘤组中的频率明显高于正常组(p<0.05)。14个J基因节段的频率在肿瘤组织和正常组织间无明显差别。相比之下,肿瘤中22种TRBVx/BJx组合的频率明显高于正常组织。此外,肿瘤和正常组织中TRBVCDR3的长度和类型相似,两组均观察到高斯分布。
    结论:本研究提供了大量关于HBV相关HCC的TCR谱系的信息,为进一步研究奠定基础。此外,肿瘤和邻近正常组织之间的免疫库(TRBVCDR3)几乎没有差异,这一事实为探索肝脏作为具有免疫特权的器官的机制提供了新的线索。
    BACKGROUND: In this study, we comprehensively profiled the T-cell receptor (TCR) repertoire of the tumor and adjacent normal tissue in patients with HBV-associated hepatocellular carcinoma (HCC) and determined the baseline characteristics and clinical significance of TCR.
    METHODS: High-throughput sequencing was used to determine the profile of complementarity-determining region 3 (CDR3) of the TCR-β chain variable (TRBV) in the tumor and normal tissue samples of 14 HCC patients. At the same time, TRBV diversity and differences in expression between tumor and normal tissues were investigated. The cumulative frequency of top 100 CDR3 (CF100), clonality, and Shannon entropy as indices to evaluate diversity, RESULTS: The diversity of TRBV CDR3 showed no significant difference between tumor and normal tissues. Of the 58 V gene segments in TRBV, TRBV16 and TRBV7-6 had a significantly higher frequency in the tumor group than in the normal group (p < 0.05). The frequency of 14 J gene segments showed no significant difference between tumor and normal tissues. In contrast, the frequency of 22 TRBVx/BJx combinations was significantly higher in the tumor than in the normal tissue. In addition, the length and type of TRBV CDR3 were similar in tumor and normal tissues, and a Gaussian distribution was observed in both groups.
    CONCLUSIONS: This study provided a large amount of information about the TCR lineage in HBV-associated HCC, laying the foundation for further research. In addition, the fact that the immune repertoire (TRBV CDR3) hardly differs between tumor and adjacent normal tissue provides a new clue for exploring the mechanism of the liver as an organ with immune privileges.
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  • 文章类型: Journal Article
    人工智能(AI)技术在辅助抗体设计方面取得了长足的进步。然而,抗体设计仍然严重依赖于从血清中分离抗原特异性抗体,这是一个资源密集型和耗时的过程。为了解决这个问题,我们提出了一种预训练抗体生成大语言模型(PALM-H3),用于从头生成具有所需抗原结合特异性的人工抗体重链互补决定区3(CDRH3),减少对天然抗体的依赖。我们还建立了一个高精度模型抗原-抗体结合剂(A2binder),将抗原表位序列与抗体序列配对以预测结合特异性和亲和力。PALM-H3产生的抗体表现出与SARS-CoV-2抗原的结合能力,包括新兴的XBB变体,通过计算机内分析和体外测定证实。体外测定验证了PALM-H3产生的抗体对SARS-CoV-2野生型的刺突蛋白具有高结合亲和力和有效的中和能力,阿尔法,Delta,和新兴的XBB变体。同时,A2binder对各种表位和变体的结合特异性表现出优异的预测性能。此外,通过将Roformer架构中固有的注意力机制整合到PALM-H3模型中,我们提高了它的可解释性,提供对抗体设计的基本原理的重要见解。
    Artificial Intelligence (AI) techniques have made great advances in assisting antibody design. However, antibody design still heavily relies on isolating antigen-specific antibodies from serum, which is a resource-intensive and time-consuming process. To address this issue, we propose a Pre-trained Antibody generative large Language Model (PALM-H3) for the de novo generation of artificial antibodies heavy chain complementarity-determining region 3 (CDRH3) with desired antigen-binding specificity, reducing the reliance on natural antibodies. We also build a high-precision model antigen-antibody binder (A2binder) that pairs antigen epitope sequences with antibody sequences to predict binding specificity and affinity. PALM-H3-generated antibodies exhibit binding ability to SARS-CoV-2 antigens, including the emerging XBB variant, as confirmed through in-silico analysis and in-vitro assays. The in-vitro assays validate that PALM-H3-generated antibodies achieve high binding affinity and potent neutralization capability against spike proteins of SARS-CoV-2 wild-type, Alpha, Delta, and the emerging XBB variant. Meanwhile, A2binder demonstrates exceptional predictive performance on binding specificity for various epitopes and variants. Furthermore, by incorporating the attention mechanism inherent in the Roformer architecture into the PALM-H3 model, we improve its interpretability, providing crucial insights into the fundamental principles of antibody design.
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  • 文章类型: Journal Article
    当用于人类时,通常采用人源化来降低由杂交瘤技术产生的鼠抗体的免疫原性。
    普遍采用两种不同的抗体人源化策略,包括“互补决定区(CDR)移植”和“框架(FR)改组”,以人源化针对人类程序性死亡-1(PD-1)的鼠抗体,XMPD1。在CDR移植人源化中,将XMPD-1的CDR移植到与鼠FR对应物高度同源的人FR区,并进行关键残基的回复突变以保留抗原结合亲和力。在FR-改组人性化中,将XMPD-1框内的六个鼠CDR的组合文库构建到人种系FR池中,用于高通量筛选最有利的变体。我们评估了通过两种方法获得的分子的抗体开发过程中重要的许多方面,包括抗体纯度,热稳定性,结合功效,预测人性,和免疫原性,以及人源化抗体的T细胞表位预测。
    虽然在这种特殊情况下,理想的分子不是通过CDR移植实现的,FR-改组在确定合适的候选者方面被证明是成功的。该研究强调FR-改组是一种有效的补充方法,可能会增加抗体人源化的成功率。特别值得注意的是它对那些具有生物学而不是计算背景的人的可访问性。
    此比较的见解旨在帮助其他研究人员为药物开发选择适当的人源化策略,有助于在该领域更广泛的应用和理解。
    UNASSIGNED: Humanization is typically adopted to reduce the immunogenicity of murine antibodies generated by hybridoma technology when used in humans.
    UNASSIGNED: Two different strategies of antibody humanization are popularly employed, including \"complementarity determining region (CDR) grafting\" and \"framework (FR) shuffling\" to humanize a murine antibody against human programmed death-1 (PD-1), XM PD1. In CDR-grafting humanization, the CDRs of XM PD-1, were grafted into the human FR regions with high homology to the murine FR counterparts, and back mutations of key residues were performed to retain the antigen-binding affinities. While in FR-shuffling humanization, a combinatorial library of the six murine CDRs in-frame of XM PD-1 was constructed to a pool of human germline FRs for high-throughput screening for the most favorable variants. We evaluated many aspects which were important during antibody development of the molecules obtained by the two methods, including antibody purity, thermal stability, binding efficacy, predicted humanness, and immunogenicity, along with T cell epitope prediction for the humanized antibodies.
    UNASSIGNED: While the ideal molecule was not achieved through CDR grafting in this particular instance, FR-shuffling proved successful in identifying a suitable candidate. The study highlights FR-shuffling as an effective complementary approach that potentially increases the success rate of antibody humanization. It is particularly noted for its accessibility to those with a biological rather than a computational background.
    UNASSIGNED: The insights from this comparison are intended to assist other researchers in selecting appropriate humanization strategies for drug development, contributing to broader application and understanding in the field.
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  • 文章类型: Journal Article
    最近的一项研究表明,重链互补决定区1(H-CDR1)中只有一个点突变F33到Y可能导致自身抗体失去其DNA结合能力。然而,潜在的分子机制尚未得到很好的阐明。在这项研究中,我们研究了H-CDR1中F33至Y突变导致的抗体如何丧失DNA结合能力。我们发现静电力不是抗DNA抗体与抗原单链DNA(ssDNA)相互作用的主要驱动力,H-CDR2在很大程度上促进了抗原ssDNA的结合,甚至大于H-CDR1。H-F33Y突变可以增加氢键相互作用,但损害抗体和ssDNA之间的pi-pi堆叠相互作用。我们进一步发现F33H,野生型抗体中的W98H和Y95L可以与ssDNA的核苷酸碱基形成稳定的pi-pi堆叠相互作用。然而,突变体中的Y33不能与ssDNA形成平行夹心pi-pi堆叠相互作用。为了进一步确认pi-pi堆叠的重要性,野生型抗体和突变体(F33YH,F33AH,W98AH和Y95AL)在CHO细胞中实验表达并纯化,ELISA的结果清楚地表明,所有突变体都失去了ssDNA结合能力。一起来看,我们的发现不仅可以加深对自身抗体和抗原之间潜在相互作用机制的理解,而且在抗体工程领域也有广泛的意义。
    A recent study showed that just one point mutation F33 to Y in the complementarity-determining region 1 of heavy chain (H-CDR1) could lead to the auto-antibody losing its DNA binding ability. However, the potential molecular mechanisms have not been well elucidated. In this study, we investigated how the antibody lost the DNA binding ability caused by mutation F33 to Y in the H-CDR1. We found that the electrostatic force was not the primary driving force for the interaction between anti-DNA antibodies and the antigen single strand DNA (ssDNA), and that the H-CDR2 largely contributed to the binding of antigen ssDNA, even larger than H-CDR1. The H-F33Y mutation could increase the hydrogen-bond interaction but impair the pi-pi stacking interaction between the antibody and ssDNA. We further found that F33H, W98H and Y95L in the wiletype antibody could form the stable pi-pi stacking interaction with the nucleotide bases of ssDNA. However, the Y33 in mutant could not form the parallel sandwich pi-pi stacking interaction with the ssDNA. To further confirm the importance of pi-pi stacking, the wildtype antibody and the mutants (F33YH, F33AH, W98AH and Y95AL) were experimentally expressed in CHO cells and purified, and the results from ELISA clearly showed that all the mutants lost the ssDNA binding ability. Taken together, our findings may not only deepen the understanding of the underlying interaction mechanism between autoantibody and antigen, but also broad implications in the field of antibody engineer.
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  • 文章类型: Journal Article
    结构多样的互补决定区重链3(CDR-H3)环结构的准确预测仍然是抗体建模的主要和长期挑战。这里,我们提出了H3-OPT工具包,用于预测单克隆抗体和纳米抗体的3D结构。H3-OPT将AlphaFold2的优势与预先训练的蛋白质语言模型相结合,并在预测和实验确定的CDR-H3循环之间提供2.24µ平均RMSDCα,从而在我们的非冗余高质量数据集中优于其他当前的计算方法。通过实验求解H3-OPT预测的抗VEGF纳米抗体的三种结构来验证该模型。我们通过分析抗体表面特性和抗体-抗原相互作用来研究H3-OPT的潜在应用。该结构预测工具可用于优化抗体-抗原结合并设计具有生物物理特性的治疗性抗体以用于专门的药物施用途径。
    Accurate prediction of the structurally diverse complementarity determining region heavy chain 3 (CDR-H3) loop structure remains a primary and long-standing challenge for antibody modeling. Here, we present the H3-OPT toolkit for predicting the 3D structures of monoclonal antibodies and nanobodies. H3-OPT combines the strengths of AlphaFold2 with a pre-trained protein language model and provides a 2.24 Å average RMSDCα between predicted and experimentally determined CDR-H3 loops, thus outperforming other current computational methods in our non-redundant high-quality dataset. The model was validated by experimentally solving three structures of anti-VEGF nanobodies predicted by H3-OPT. We examined the potential applications of H3-OPT through analyzing antibody surface properties and antibody-antigen interactions. This structural prediction tool can be used to optimize antibody-antigen binding and engineer therapeutic antibodies with biophysical properties for specialized drug administration route.
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  • 文章类型: Journal Article
    背景:尿毒症相关免疫缺陷,主要表现为T细胞功能障碍,存在于维持性血液透析(MHD)患者中,并促进全身性炎症。然而,T细胞衰老,T细胞功能障碍的原因之一,还没有明确透露。在这项横断面研究中,我们旨在研究MHD患者T细胞早衰的表现,并进一步探讨其相关临床因素。
    方法:本研究纳入76例MHD患者,包括33例心血管疾病(CVD)患者和28例有动静脉瘘(AVF)事件史的患者。通过免疫组库测序(IR-Seq)分析T细胞受体(TCR)的互补决定区3(CDR3)。应用多色流式细胞术和RT-qPCR检测CD28-T细胞亚群和衰老标志物p16和p21基因的表达,分别。
    结果:MHD患者的TCR多样性明显降低(P<0.001),增加CDR3克隆增殖(P=0.001)和左偏CDR3长度分布。MHD患者CD4+CD28-T细胞比例升高(P=0.014),与TCR多样性呈负相关(P=0.001)。在MHD患者中,T细胞中p16而不是p21表达上调(P=0.039)。心血管疾病患者p16和p21基因表达增加(P分别为0.010和0.004)。与没有合并症的患者相比,有AVF事件的患者显示出进一步的TCR多样性和均匀度降低(分别为P=0.002和0.017).此外,年龄,平均对流体积,总胆固醇,高密度脂蛋白胆固醇和转铁蛋白饱和度与TCR多样性或CD4+CD28-T细胞比例相关(P<0.05)。
    结论:MHD患者经历T细胞早衰,其特征是TCR多样性显著降低和谱系偏斜,以及CD4+CD28-亚群的积累和p16基因的上调。有CVD或AVF事件的患者表现出更高水平的免疫衰老。此外,MHD患者的T细胞衰老与血胆固醇和尿毒症毒素滞留有关,提出未来潜在的干预策略。
    BACKGROUND: Uremia-associated immunodeficiency, mainly characterized by T cell dysfunction, exists in patients on maintenance hemodialysis (MHD) and promotes systemic inflammation. However, T cell senescence, one of the causes of T cell dysfunction, has not been clearly revealed yet. In this cross-sectional research, we aimed to study the manifestation of T cell premature senescence in MHD patients and further investigate the associated clinical factors.
    METHODS: 76 MHD patients including 33 patients with cardiovascular diseases (CVD) and 28 patients with arteriovenous fistula (AVF) event history were enrolled in this study. Complementarity determining region 3 (CDR3) of T cell receptor (TCR) was analyzed by immune repertoire sequencing (IR-Seq). CD28- T cell subsets and expression of senescence marker p16 and p21 genes were detected by multicolor flow cytometry and RT-qPCR, respectively.
    RESULTS: MHD patients had significantly decreased TCR diversity (P < 0.001), increased CDR3 clone proliferation (P = 0.001) and a left-skewed CDR3 length distribution. The proportion of CD4 + CD28- T cells increased in MHD patients (P = 0.014) and showed a negative correlation with TCR diversity (P = 0.001). p16 but not p21 expression in T cells was up-regulated in MHD patients (P = 0.039). Patients with CVD exhibited increased expression of p16 and p21 genes (P = 0.010 and 0.004, respectively), and patients with AVF events showed further TCR diversity and evenness reduction (P = 0.002 and 0.017, respectively) compared to patients without the comorbidities. Moreover, age, average convection volume, total cholesterol, high-density lipoprotein cholesterol and transferrin saturation were associated with TCR diversity or CD4 + CD28- T cell proportion (P < 0.05).
    CONCLUSIONS: MHD patients undergo T cell premature senescence characterized by significant TCR diversity reduction and repertoire skew, as well as accumulation of the CD4 + CD28- subset and up-regulation of p16 gene. Patients with CVD or AVF events show higher level of immunosenescence. Furthermore, T cell senescence in MHD patients is associated with blood cholesterol and uremic toxin retention, suggesting potential intervention strategies in the future.
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  • 文章类型: Journal Article
    颌骨脊椎动物的胸腺来源的淋巴细胞具有四个T细胞受体(TCR)链,在免疫中起重要作用。由于鸡具有商业价值,他们的免疫系统需要大量的关注。地方鸡种是中国家禽遗传资源的重要组成部分。这里,我们使用高通量测序来分析天然鸡种BaierBuff中的TCRα和TCRβ库及其相对表达水平,LongyouPartridge,萧山,还有仙居。我们发现TCRVα和TCRVβ表达,包括Vα2、Vα3、Vβ1和Vβ2亚组的17、19、17和6个片段,分别。V-J配对有偏差;几乎所有Vα片段都使用了Jα11,并且是最常用的。还检测到了特定品种的V段和V-J配对。主坐标分析(PCoA)以及V-J配对和CDR3多样性分析的结果表明,四个地方鸡品种在TCR多样性方面没有显着差异。因此,他们没有表现出明显的分化,它们是开发和利用免疫相关家禽育种的丰富遗传资源。
    The thymus-derived lymphocytes of jawed vertebrates have four T-cell receptor (TCR) chains that play a significant role in immunity. As chickens have commercial value, their immune systems require a great deal of attention. Local chicken breeds are an essential part of poultry genetic resources in China. Here, we used high-throughput sequencing to analyze the TCRα and TCRβ repertoires and their relative expression levels in the native chicken breeds Baier Buff, Longyou Partridge, Xiaoshan, and Xianju. We found that TCR Vα and TCR Vβ were expressed and included 17, 19, 17, and six segments of the Vα2, Vα3, Vβ1, and Vβ2 subgroups, respectively. V-J pairing was biased; Jα11 was utilized by nearly all Vα segments and was the most commonly used. Breed-specific V segments and V-J pairings were detected as well. The results of the principal coordinate analysis (PCoA) as well as the V-J pairing and CDR3 diversity analyses suggested that the four local chicken breeds did not significantly differ in terms of TCR diversity. Hence, they expressed not significant differentiation, and they are rich genetic resources for the development and utilization of immune-related poultry breeding.
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  • 文章类型: Journal Article
    γδT细胞是大量存在于皮肤和粘膜中的T细胞亚群。它们对自身抗原的反应性和分泌各种细胞因子的能力使它们成为牛皮癣发展的关键成分。尽管γδT细胞受体的免疫库(IR)与银屑病的发生和严重程度之间的相关性仍未完全探索,γδT细胞的高通量测序使人们对银屑病中的IR有了更深入的了解。这项研究调查了银屑病患者和健康对照组中γδT细胞之间的差异。通过免疫荧光染色鉴定γδT细胞,并根据牛皮癣面积和严重程度指数(PASI)评分进行相关性分析。IR测序方法用于检测γδT细胞受体中的IR。研究结果表明,银屑病患者皮肤γδT细胞增多,与PASI评分呈正相关。大多数变量(V)有细微的差异,银屑病患者和健康对照者之间的多样性(D)和连接(J)基因片段和VJ/VDJ组合片段。然而,在银屑病患者中观察到互补决定区3(CDR3)的多样性较高.总之,银屑病患者皮肤γδT细胞IR显著改变,细胞CDR3群体的多样性是评估银屑病严重程度的一个有前景的生物标志物。
    The γδ T cells are a subpopulation of T cells that are abundantly found in the skin and mucous membranes. Their reactivity to self-antigens and ability to secrete various cytokines make them a key component in psoriasis development. Although the correlation between the immune repertoire (IR) of γδ T-cell receptors and the occurrence and severity of psoriasis remains incompletely explored, high-throughput sequencing of γδ T cells has led to a deeper understanding of IR in psoriasis. This study investigated the differences between γδ T cells in patients with psoriasis and healthy controls. The γδ T cells were identified via immunofluorescence staining and a correlation analysis was performed according to the psoriasis area and severity index (PASI) scores. The IR sequencing method was used to detect IR in the γδ T-cell receptors. The findings demonstrated more skin γδ T cells in patients with psoriasis, which were positively correlated with the PASI score. There were subtle differences in most variable (V), diversity (D) and joining (J) gene segments and VJ/VDJ combination segments between patients with psoriasis and healthy controls. However, a higher diversity of complementarity-determining region 3 (CDR3) was observed in patients with psoriasis. In summary, the IR of skin γδ T cells was significantly altered in patients with psoriasis, and the diversity in the cell\'s CDR3 population is a promising biomarker for assessment of psoriasis severity.
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  • Chronic lymphocytic leukemia (CLL) is the most common leukemia in the Western adults, although the incidence of CLL is relatively low in Asian populations. However, with the aging population, the incidence of CLL is increasing in China. The interaction between CLL cells and the microenvironment plays a crucial role in the recognition of antigens by the B-cell receptor immunoglobulin (BCR IG). The mutational status of the immunoglobulin heavy variable region (IGHV) is a classical prognostic marker for CLL. Over 40% of CLL patients exhibit biased usage of IGHV and highly similar amino acid sequences in the heavy complementarity-determining region 3 (HCDR3), known as the BCR stereotypy. Different subgroups of stereotyped BCR exhibit distinct biological and clinical features. Among them, subset #2 with mutated IGHV and poor prognosis, as well as the subset #8 with a high risk of Richter transformation, have been recommended by the European Research Initiative on CLL to be included in clinical reports on IGHV mutational status. This review summarizes the definition, distribution, biological characteristics, and clinical significance of clonality patterns of the BCR in CLL.
    慢性淋巴细胞白血病(CLL)是西方成人最常见的白血病,尽管CLL在亚洲人种中发病率偏低,但随着人口老龄化,CLL发病率在我国呈上升趋势。CLL细胞与微环境的交互中,B细胞受体免疫球蛋白(B-cell receptor immunoglobulin,BCR IG)对抗原的识别起重要作用,免疫球蛋白重链可变区(IG heavy variable region,IGHV)的突变状态更是判断CLL预后的经典标志物。超过40%的CLL患者间存在IGHV的偏向性使用和高度相似的重链可变区互补决定区3(heavy complementarity-determining region 3,HCDR3)氨基酸片段,此现象称为同型模式BCR。不同亚群的同型模式BCR存在独特的生物学和临床特征。其中IGHV有突变但预后差的#2亚群和发生Richter转化风险高的#8亚群被欧洲CLL研究启动组推荐纳入IGHV突变状态的临床报告之中。本文综述CLL中同型模式BCR的定义、分布、生物学特征和临床意义。.
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  • 文章类型: Journal Article
    肿瘤浸润淋巴细胞(TIL)在调节宿主免疫反应和塑造肿瘤微环境中起关键作用。先前已经显示,阴茎肿瘤中的T细胞浸润与临床结果相关。然而,很少有研究报道阴茎癌患者的T细胞受体(TCR)库。在本研究中,我们评估了22例阴茎鳞状细胞癌(PSCC)患者的肿瘤和邻近正常组织中的TCR谱。T细胞受体β-变量(TRBV)和连接(TRBJ)基因使用的分析和互补决定区3(CDR3)长度分布的分析未显示肿瘤和匹配的正常组织之间的显著差异。此外,对Jaccard指数中位数的分析表明,这些组之间TCR库的重叠有限.与正常组织相比,在肿瘤样本中观察到TCR库的多样性和克隆性显着降低,这与临床特征有关。转录谱的进一步分析表明,具有高克隆性的肿瘤样品显示与CD8+T细胞相关的基因表达增加。此外,我们分析了从肿瘤组织中分离的CD4+T细胞和CD8+T细胞的TCR谱.我们发现扩增的克隆型主要在CD8+T细胞区室,呈现出疲惫的表型。总的来说,我们全面比较了阴茎肿瘤和正常组织的TCR谱,证明了PSCC患者存在不同的T细胞免疫微环境.
    Tumor-infiltrating lymphocytes (TILs) play a key role in regulating the host immune response and shaping tumor microenvironment. It has been previously shown that T cell infiltration in penile tumors was associated with clinical outcomes. However, few studies have reported the T cell receptor (TCR) repertoire in patients with penile cancer. In the present study, we evaluated the TCR repertoires in tumor and adjacent normal tissues from 22 patients with penile squamous cell carcinoma (PSCC). Analysis of the T cell receptor beta-variable (TRBV) and joining (TRBJ) genes usage and analysis of complementarity determining region 3 (CDR3) length distribution did not show significant differences between tumor and matched normal tissues. Moreover, analysis of the median Jaccard index indicated a limited overlap of TCR repertoire between these groups. Compared with normal tissues, a significantly lower diversity and higher clonality of TCR repertoire was observed in tumor samples, which was associated with clinical characteristics. Further analysis of transcriptional profiles demonstrated that tumor samples with high clonality showed increased expression of genes associated with CD8 + T cells. In addition, we analyzed the TCR repertoire of CD4 + T cells and CD8 + T cells isolated from tumor tissues. We identified that expanded clonotypes were predominantly in the CD8 + T cell compartment, which presented with an exhausted phenotype. Overall, we comprehensively compared TCR repertoire between penile tumor and normal tissues and demonstrated the presence of distinct T cell immune microenvironments in patients with PSCC.
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