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Naive and memory T cells TCR-HLA-binding prediction. 幼稚T细胞和记忆T细胞tcr - hla结合预测。
Pub Date : 2022-01-01 DOI: 10.1093/oxfimm/iqac001
Neta Glazer, Ofek Akerman, Yoram Louzoun

T cells recognize antigens through the interaction of their T cell receptor (TCR) with a peptide-major histocompatibility complex (pMHC) molecule. Following thymic-positive selection, TCRs in peripheral naive T cells are expected to bind MHC alleles of the host. Peripheral clonal selection is expected to further increase the frequency of antigen-specific TCRs that bind to the host MHC alleles. To check for a systematic preference for MHC-binding T cells in TCR repertoires, we developed Natural Language Processing-based methods to predict TCR-MHC binding independently of the peptide presented for Class I MHC alleles. We trained a classifier on published TCR-pMHC binding pairs and obtained a high area under curve (AUC) of over 0.90 on the test set. However, when applied to TCR repertoires, the accuracy of the classifier dropped. We thus developed a two-stage prediction model, based on large-scale naive and memory TCR repertoires, denoted TCR HLA-binding predictor (CLAIRE). Since each host carries multiple human leukocyte antigen (HLA) alleles, we first computed whether a TCR on a CD8 T cell binds an MHC from any of the host Class-I HLA alleles. We then performed an iteration, where we predict the binding with the most probable allele from the first round. We show that this classifier is more precise for memory than for naïve cells. Moreover, it can be transferred between datasets. Finally, we developed a CD4-CD8 T cell classifier to apply CLAIRE to unsorted bulk sequencing datasets and showed a high AUC of 0.96 and 0.90 on large datasets. CLAIRE is available through a GitHub at: https://github.com/louzounlab/CLAIRE, and as a server at: https://claire.math.biu.ac.il/Home.

T细胞通过其T细胞受体(TCR)与肽-主要组织相容性复合体(pMHC)分子的相互作用来识别抗原。胸腺阳性选择后,外周初始T细胞中的tcr有望结合宿主的MHC等位基因。外周克隆选择有望进一步增加抗原特异性tcr与宿主MHC等位基因结合的频率。为了检查TCR库中MHC结合T细胞的系统偏好,我们开发了基于自然语言处理的方法来预测TCR-MHC结合,而不依赖于I类MHC等位基因的肽。我们在已发表的TCR-pMHC结合对上训练了一个分类器,在测试集上获得了超过0.90的高曲线下面积(AUC)。然而,当应用于TCR曲目时,分类器的准确性下降了。因此,我们开发了一个基于大规模幼稚和记忆TCR库的两阶段预测模型,称为TCR hla结合预测器(CLAIRE)。由于每个宿主携带多个人类白细胞抗原(HLA)等位基因,我们首先计算了CD8 T细胞上的TCR是否与来自宿主i类HLA等位基因的MHC结合。然后我们进行了一次迭代,在那里我们预测与第一轮中最可能的等位基因的结合。我们证明,这个分类器对记忆比对naïve细胞更精确。此外,它可以在数据集之间传输。最后,我们开发了一个CD4-CD8 T细胞分类器,将CLAIRE应用于未分类的批量测序数据集,并在大型数据集上显示出0.96和0.90的高AUC。CLAIRE可以通过GitHub访问:https://github.com/louzounlab/CLAIRE,作为服务器访问:https://claire.math.biu.ac.il/Home。
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引用次数: 5
Molecular mimicry among human proteinase 3 and bacterial antigens: implications for development of c-ANCA associated vasculitis. 人蛋白酶3和细菌抗原之间的分子模拟:c-ANCA相关血管炎发展的意义
Pub Date : 2022-01-01 DOI: 10.1093/oxfimm/iqac009
Y Chavez, J Garces, R Díaz, M Escobar, A Sanchez, E Buendía, M Múnera

Wegener's granulomatosis is an autoimmune disease where autoantibodies target human autoantigen PR3, a serine protease locates on the neutrophil membrane. This disease affects blood small vessels and could be deadly. The origin of these autoantibodies is unknown, but infections have been implicated with autoimmune disease. In this study, we explored potential molecular mimicry between human PR3 and homologous pathogens through in silico analysis. Thirteen serine proteases from human pathogens (Klebsiella pneumoniae, Acinetobacter baumannii, Salmonella sp., Streptococcus suis, Vibrio parahaemolyticus, Bacteroides fragilis, Enterobacter ludwigii, Vibrio alginolyticus, Staphylococcus haemolyticus, Enterobacter cloacae, Escherichia coli and Pseudomonas aeruginosa) shared structural homology and amino acid sequence identity with human PR3. Epitope prediction found an only conserved epitope IVGG, located between residues 59-74. However, multiple alignments showed conserved regions that could be involved in cross-reactivity between human and pathogens serine proteases (90-98, 101-108, 162-169, 267 and 262 residues positions). In conclusion, this is the first report providing in silico evidence about the existence of molecular mimicry between human and pathogens serine proteases, that could explain the origins of autoantibodies found in patients suffering from Wegener's granulomatosis.

韦格纳肉芽肿病是一种自身免疫性疾病,其自身抗体针对人自身抗原PR3,一种位于中性粒细胞膜上的丝氨酸蛋白酶。这种疾病影响小血管,可能是致命的。这些自身抗体的来源尚不清楚,但感染与自身免疫性疾病有关。在这项研究中,我们通过计算机分析探索了人类PR3与同源病原体之间潜在的分子相似性。来自人类病原体(肺炎克雷伯菌、鲍曼不动杆菌、沙门氏菌、猪链球菌、副溶血性弧菌、脆弱拟杆菌、路德维希肠杆菌、溶藻弧菌、溶血葡萄球菌、阴沟肠杆菌、大肠杆菌和铜绿假单胞菌)的13种丝氨酸蛋白酶与人类PR3具有结构同源性和氨基酸序列一致性。表位预测发现唯一保守的表位IVGG,位于残基59-74之间。然而,多重比对显示了可能涉及人类和病原体丝氨酸蛋白酶交叉反应的保守区域(90-98、101-108、162-169、267和262个残基位置)。总之,这是第一份提供人类和病原体丝氨酸蛋白酶之间存在分子模仿的计算机证据的报告,这可以解释在韦格纳肉芽肿患者中发现的自身抗体的起源。
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引用次数: 1
Neutrophilia, lymphopenia and myeloid dysfunction: a living review of the quantitative changes to innate and adaptive immune cells which define COVID-19 pathology. 中性粒细胞增多症、淋巴细胞减少症和骨髓功能障碍:先天性和适应性免疫细胞定量变化的生动回顾,COVID-19病理学的定义。
Pub Date : 2021-07-15 eCollection Date: 2021-01-01 DOI: 10.1093/oxfimm/iqab016
Amy S Codd, Stephanie J Hanna, Ewoud B Compeer, Felix C Richter, Eleanor J Pring, Ester Gea-Mallorquí, Mariana Borsa, Owen R Moon, D Oliver Scourfield, Awen M Gallimore, Anita Milicic

Destabilization of balanced immune cell numbers and frequencies is a common feature of viral infections. This occurs due to, and further enhances, viral immune evasion and survival. Since the discovery of the Severe Acute Respiratory Syndrome coronavirus 2 (SARS-CoV-2), which manifests in coronavirus disease 2019 (COVID-19), a great number of studies have described the association between this virus and pathologically increased or decreased immune cell counts. In this review, we consider the absolute and relative changes to innate and adaptive immune cell numbers, in COVID-19. In severe disease particularly, neutrophils are increased, which can lead to inflammation and tissue damage. Dysregulation of other granulocytes, basophils and eosinophils represents an unusual COVID-19 phenomenon. Contrastingly, the impact on the different types of monocytes leans more strongly to an altered phenotype, e.g. HLA-DR expression, rather than numerical changes. However, it is the adaptive immune response that bears the most profound impact of SARS-CoV-2 infection. T cell lymphopenia correlates with increased risk of intensive care unit admission and death; therefore, this parameter is particularly important for clinical decision-making. Mild and severe diseases differ in the rate of immune cell counts returning to normal levels post disease. Tracking the recovery trajectories of various immune cell counts may also have implications for long-term COVID-19 monitoring. This review represents a snapshot of our current knowledge, showing that much has been achieved in a short period of time. Alterations in counts of distinct immune cells represent an accessible metric to inform patient care decisions or predict disease outcomes.

破坏免疫细胞数量和频率平衡是病毒感染的一个常见特征。这种情况的出现是由于病毒的免疫逃避和生存能力进一步增强。自从发现表现为 2019 年冠状病毒病(COVID-19)的严重急性呼吸系统综合征冠状病毒 2(SARS-CoV-2)以来,大量研究描述了这种病毒与免疫细胞数量病理性增加或减少之间的关联。在本综述中,我们将讨论 COVID-19 中先天性免疫细胞和适应性免疫细胞数量的绝对和相对变化。特别是在病情严重时,中性粒细胞会增加,从而导致炎症和组织损伤。其他粒细胞、嗜碱性粒细胞和嗜酸性粒细胞的失调是一种不常见的 COVID-19 现象。相反,对不同类型单核细胞的影响更倾向于表型的改变,如 HLA-DR 表达,而不是数量上的变化。然而,SARS-CoV-2 感染对适应性免疫反应的影响最为深远。T 细胞淋巴细胞减少与入住重症监护室和死亡的风险增加有关;因此,这一参数对临床决策尤为重要。轻度和重度疾病在病后免疫细胞计数恢复到正常水平的速度上有所不同。跟踪各种免疫细胞计数的恢复轨迹也可能对 COVID-19 的长期监测产生影响。本综述是我们现有知识的一个缩影,显示了我们在短时间内取得的巨大成就。不同免疫细胞计数的变化是一种可用于为患者护理决策提供信息或预测疾病预后的指标。
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引用次数: 0
Protease inhibitor plasma concentrations associate with COVID-19 infection. 蛋白酶抑制剂血浆浓度与新冠肺炎感染相关。
Pub Date : 2021-07-07 eCollection Date: 2021-01-01 DOI: 10.1093/oxfimm/iqab014
Nicholas R Medjeral-Thomas, Anne Troldborg, Annette G Hansen, Rasmus Pihl, Candice L Clarke, James E Peters, David C Thomas, Michelle Willicombe, Yaseelan Palarasah, Marina Botto, Matthew C Pickering, Steffen Thiel

Protease inhibitors influence a range of innate immunity and inflammatory pathways. We quantified plasma concentrations of key anti-inflammatory protease inhibitors in chronic haemodialysis patients with coronavirus disease 2019 (COVID-19). The samples were collected early in the disease course to determine whether plasma protease inhibitor levels associated with the presence and severity of COVID-19. We used antibody-based immunoassays to measure plasma concentrations of C1 esterase inhibitor, alpha2-macroglobulin, antithrombin and inter-alpha-inhibitor heavy chain 4 (ITIH4) in 100 serial samples from 27 haemodialysis patients with COVID-19. ITIH4 was tested in two assays, one measuring intact ITIH4 and another also detecting any fragmented ITIH4 (total ITIH4). Control cohorts were 32 haemodialysis patients without COVID-19 and 32 healthy controls. We compared protease inhibitor concentration based on current and future COVID-19 severity and with C-reactive protein. Results were adjusted for repeated measures and multiple comparisons. Analysis of all available samples demonstrated lower plasma C1 esterase inhibitor and α2M and higher total ITIH4 in COVID-19 compared with dialysis controls. These differences were also seen in the first sample collected after COVID-19 diagnosis, a median of 4 days from diagnostic swab. Plasma ITIH4 levels were higher in severe than the non-severe COVID-19. Serum C-reactive protein correlated positively with plasma levels of antithrombin, intact ITIH4 and total ITIH4. In conclusion, plasma protease inhibitor concentrations are altered in COVID-19.

蛋白酶抑制剂影响一系列先天免疫和炎症途径。我们量化了2019冠状病毒病(新冠肺炎)慢性血液透析患者中关键抗炎蛋白酶抑制剂的血浆浓度。在病程早期采集样本,以确定血浆蛋白酶抑制剂水平是否与新冠肺炎的存在和严重程度相关。我们使用基于抗体的免疫测定法测量了27名新冠肺炎血液透析患者的100份系列样本中C1酯酶抑制剂、α2-巨球蛋白、抗凝血酶和α间抑制剂重链4(ITIH4)的血浆浓度。ITIH4在两种测定中进行了测试,一种测定完整的ITIH4,另一种也检测任何片段的ITIH4(总ITIH4)。对照组为32名无新冠肺炎的血液透析患者和32名健康对照组。我们比较了基于当前和未来新冠肺炎严重程度的蛋白酶抑制剂浓度以及C反应蛋白。对重复测量和多次比较的结果进行了调整。对所有可用样本的分析表明,与透析对照组相比,新冠肺炎患者的血浆C1酯酶抑制剂和α2M较低,总ITIH4较高。这些差异也出现在新冠肺炎诊断后采集的第一份样本中,诊断拭子平均4天。重症患者的血浆ITIH4水平高于非重症新冠肺炎患者。血清C反应蛋白与血浆抗凝血酶、完整ITIH4和总ITIH4水平呈正相关。总之,血浆蛋白酶抑制剂浓度在新冠肺炎中发生改变。
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引用次数: 0
Overview of approved and upcoming vaccines for SARS-CoV-2: a living review. 已批准和即将推出的严重急性呼吸系统综合征冠状病毒2型疫苗概述:活的综述。
Pub Date : 2021-05-22 eCollection Date: 2021-01-01 DOI: 10.1093/oxfimm/iqab010
Jennifer Alderson, Vicky Batchelor, Miriam O'Hanlon, Liliana Cifuentes, Felix Clemens Richter, Jakub Kopycinski

The rapid design and implementation of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccines is testament to a successfully coordinated global research effort. While employing a variety of different technologies, some of which have been used for the first time, all approved vaccines demonstrate high levels of efficacy with excellent safety profiles. Despite this, there remains an urgent global demand for coronavirus disease 2019 vaccines that require further candidates to pass phase 3 clinical trials. In the expectation of SARS-CoV-2 becoming endemic, researchers are looking to adjust the vaccine constructs to tackle emerging variants. In this review, we outline different platforms used for approved vaccines and summarize latest research data with regards to immunogenicity, dosing regimens and efficiency against emerging variants.

严重急性呼吸综合征冠状病毒2型疫苗的快速设计和实施证明了全球研究工作的成功协调。虽然采用了各种不同的技术,其中一些是首次使用的,但所有获批的疫苗都表现出高水平的疗效和良好的安全性。尽管如此,全球对2019冠状病毒病疫苗的需求仍然迫切,需要更多的候选疫苗通过3期临床试验。在严重急性呼吸系统综合征冠状病毒2型成为地方病的预期中,研究人员正在寻求调整疫苗结构,以应对新出现的变种。在这篇综述中,我们概述了用于获批疫苗的不同平台,并总结了关于免疫原性、给药方案和对抗新出现变异的效率的最新研究数据。
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引用次数: 0
The emerging role of group 3 innate lymphoid cells in the neonate: interaction with the maternal and neonatal microbiome. 第3组先天淋巴样细胞在新生儿中的新作用:与母体和新生儿微生物组的相互作用。
Pub Date : 2021-05-12 eCollection Date: 2021-01-01 DOI: 10.1093/oxfimm/iqab009
Julie Mirpuri

Innate lymphoid cells (ILCs) are critical for host defense and are notably important in the context of the newborn when adaptive immunity is immature. There is an increasing evidence that development and function of group 3 ILCs (ILC3) can be modulated by the maternal and neonatal microbiome and is involved in neonatal disease pathogenesis. In this review, we explore the evidence that supports a critical role for ILC3 in resistance to infection and disease pathogenesis in the newborn, with a focus on microbial factors that modulate ILC3 function. We then briefly explore opportunities for research that are focused on the fetus and newborn.

先天淋巴细胞(ILCs)对宿主防御至关重要,在新生儿适应性免疫不成熟的情况下尤为重要。越来越多的证据表明,第3组ilc (ILC3)的发育和功能可以被母体和新生儿微生物组调节,并参与新生儿疾病的发病机制。在这篇综述中,我们探讨了支持ILC3在新生儿感染抵抗和疾病发病机制中起关键作用的证据,重点关注了调节ILC3功能的微生物因素。然后,我们简要地探讨了研究的机会,集中在胎儿和新生儿。
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引用次数: 5
The T-cell response to SARS-CoV-2: kinetic and quantitative aspects and the case for their protective role. t细胞对SARS-CoV-2的反应:动力学和定量方面及其保护作用的案例
Pub Date : 2021-02-23 eCollection Date: 2021-01-01 DOI: 10.1093/oxfimm/iqab006
Antonio Bertoletti, Anthony T Tan, Nina Le Bert

Severe Acute Respiratory Syndrome-Coronavirus-2 (SARS-CoV-2), the etiological agent of Coronavirus Diseases 2019 (COVID-19), triggers an adaptive immunity in the infected host that results in the production of virus-specific antibodies and T cells. Although kinetic and quantitative aspects of antibodies have been analyzed in large patient cohorts, similar information about SARS-CoV-2-specific T cells are scarce. We summarize the available knowledge of quantitative and temporal features of the SARS-CoV-2 T-cell response in this review. Currently, most of the data are derived only from the analysis of the circulatory compartment. Despite this limitation, early appearance, multi-specificity and functionality of SARS-CoV-2-specific T cells are associated with accelerated viral clearance and with protection from severe COVID-19.

摘要2019冠状病毒病(新冠肺炎)的病原体严重急性呼吸综合征冠状病毒-2(SARS-CoV-2)在感染宿主中触发适应性免疫,导致产生病毒特异性抗体和T细胞。尽管抗体的动力学和定量方面已经在大型患者队列中进行了分析,但关于严重急性呼吸系统综合征冠状病毒2型特异性T细胞的类似信息很少。在这篇综述中,我们总结了关于严重急性呼吸系统综合征冠状病毒2型T细胞反应的定量和时间特征的现有知识。目前,大多数数据仅来自循环室的分析。尽管存在这一限制,但SARS-CoV-2特异性T细胞的早期出现、多特异性和功能与加速病毒清除和预防严重新冠肺炎有关。
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引用次数: 0
What can neuroimmunology teach us about the symptoms of long-COVID? 关于长期新冠肺炎的症状,神经免疫学能教会我们什么?
Pub Date : 2021-02-10 eCollection Date: 2021-01-01 DOI: 10.1093/oxfimm/iqab004
Valeria Mondelli, Carmine M Pariante

Long-Coronavirus Disease (Long-COVID) is becoming increasingly recognized due to the persistence of symptoms such as profound fatigue, neurocognitive difficulties, muscle pains and weaknesses and depression, which would last beyond 3-12 weeks following infection with SARS-CoV-2. These particular symptoms have been extensively observed and studied in the context of previous psychoneuroimmunology research. In this short commentary, we discuss how previous neuroimmunology studies could help us to better understand pathways behind the development of these prolonged symptoms. Various mechanisms, including viral neuroinvasion, glial cells activation, neurogenesis, oxidative stress have been shown to explain these symptoms in the context of other disorders. Previous neuroimmunology findings could represent helpful pointers for future research on long-COVID symptoms and suggest potential management strategies for patients suffering with long-COVID.

长期冠状病毒病(Long COVID)由于严重疲劳、神经认知困难、肌肉疼痛和虚弱以及抑郁等症状的持续存在而越来越被人们所认识,这些症状在感染严重急性呼吸系统综合征冠状病毒2型后会持续3-12周以上。这些特殊症状已经在先前的心理神经免疫学研究中得到了广泛的观察和研究。在这篇简短的评论中,我们讨论了以前的神经免疫学研究如何帮助我们更好地了解这些长期症状发展背后的途径。包括病毒性神经侵袭、神经胶质细胞活化、神经发生、氧化应激在内的各种机制已被证明可以在其他疾病的背景下解释这些症状。先前的神经免疫学发现可能为未来对长期新冠肺炎症状的研究提供有用的指导,并为长期新冠患者提供潜在的管理策略。
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引用次数: 0
The role and uses of antibodies in COVID-19 infections: a living review. 抗体在 COVID-19 感染中的作用和用途:生动回顾。
Pub Date : 2021-01-28 eCollection Date: 2021-01-01 DOI: 10.1093/oxfimm/iqab003
D Oliver Scourfield, Sophie G Reed, Max Quastel, Jennifer Alderson, Valentina M T Bart, Alicia Teijeira Crespo, Ruth Jones, Ellie Pring, Felix Clemens Richter, Stephanie E A Burnell

Coronavirus disease 2019 has generated a rapidly evolving field of research, with the global scientific community striving for solutions to the current pandemic. Characterizing humoral responses towards SARS-CoV-2, as well as closely related strains, will help determine whether antibodies are central to infection control, and aid the design of therapeutics and vaccine candidates. This review outlines the major aspects of SARS-CoV-2-specific antibody research to date, with a focus on the various prophylactic and therapeutic uses of antibodies to alleviate disease in addition to the potential of cross-reactive therapies and the implications of long-term immunity.

冠状病毒疾病 2019 年已成为一个快速发展的研究领域,全球科学界都在努力寻找解决当前流行病的方法。描述针对 SARS-CoV-2 以及密切相关毒株的体液反应将有助于确定抗体是否是感染控制的核心,并有助于设计候选疗法和疫苗。本综述概述了迄今为止 SARS-CoV-2 特异性抗体研究的主要方面,重点是抗体在缓解疾病方面的各种预防和治疗用途,以及交叉反应疗法的潜力和长期免疫的影响。
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引用次数: 0
Mucosal immune responses in COVID19 - a living review. COVID19 中的粘膜免疫反应--生动回顾。
Pub Date : 2021-01-25 eCollection Date: 2021-01-01 DOI: 10.1093/oxfimm/iqab002
Claire F Pearson, Rebecca Jeffery, Emily E Thornton

COVID-19 was initially characterized as a disease primarily of the lungs, but it is becoming increasingly clear that the SARS-CoV2 virus is able to infect many organs and cause a broad pathological response. The primary infection site is likely to be a mucosal surface, mainly the lungs or the intestine, where epithelial cells can be infected with virus. Although it is clear that virus within the lungs can cause severe pathology, driven by an exaggerated immune response, infection within the intestine generally seems to cause minor or no symptoms. In this review, we compare the disease processes between the lungs and gastrointestinal tract, and what might drive these different responses. As the microbiome is a key part of mucosal barrier sites, we also consider the effect that microbial species may play on infection and the subsequent immune responses. Because of difficulties obtaining tissue samples, there are currently few studies focused on the local mucosal response rather than the systemic response, but understanding the local immune response will become increasingly important for understanding the mechanisms of disease in order to develop better treatments.

COVID-19 最初被定性为主要是肺部疾病,但现在越来越清楚的是,SARS-CoV2 病毒能够感染许多器官,并引起广泛的病理反应。主要感染部位可能是粘膜表面,主要是肺部或肠道,上皮细胞可感染病毒。虽然肺部的病毒显然会在夸大的免疫反应的驱动下引起严重的病理变化,但肠道内的感染似乎一般不会引起症状或症状较轻。在这篇综述中,我们将比较肺部和胃肠道的疾病过程,以及可能驱动这些不同反应的因素。由于微生物群是粘膜屏障部位的关键部分,我们还考虑了微生物物种可能对感染和随后的免疫反应产生的影响。由于难以获得组织样本,目前侧重于局部粘膜反应而非全身反应的研究很少,但了解局部免疫反应对于了解疾病机制以开发更好的治疗方法将变得越来越重要。
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引用次数: 0
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Oxford open immunology
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