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HRMAn 2.0: Next-generation artificial intelligence–driven analysis for broad host–pathogen interactions HRMAn 2.0:下一代人工智能驱动的广泛宿主-病原体相互作用分析
IF 3.4 2区 生物学 Q1 Immunology and Microbiology Pub Date : 2021-04-30 DOI: 10.1111/cmi.13349
Daniel Fisch, Robert Evans, Barbara Clough, Sophie K. Byrne, Will M. Channell, Jacob Dockterman, Eva-Maria Frickel

To study the dynamics of infection processes, it is common to manually enumerate imaging-based infection assays. However, manual counting of events from imaging data is biased, error-prone and a laborious task. We recently presented HRMAn (Host Response to Microbe Analysis), an automated image analysis program using state-of-the-art machine learning and artificial intelligence algorithms to analyse pathogen growth and host defence behaviour. With HRMAn, we can quantify intracellular infection by pathogens such as Toxoplasma gondii and Salmonella in a variety of cell types in an unbiased and highly reproducible manner, measuring multiple parameters including pathogen growth, pathogen killing and activation of host cell defences. Since HRMAn is based on the KNIME Analytics platform, it can easily be adapted to work with other pathogens and produce more readouts from quantitative imaging data. Here we showcase improvements to HRMAn resulting in the release of HRMAn 2.0 and new applications of HRMAn 2.0 for the analysis of host–pathogen interactions using the established pathogen T. gondii and further extend it for use with the bacterial pathogen Chlamydia trachomatis and the fungal pathogen Cryptococcus neoformans.

为了研究感染过程的动力学,通常手动枚举基于成像的感染分析。然而,从成像数据中手动计数事件是有偏见的,容易出错,而且是一项费力的任务。我们最近提出了HRMAn(宿主对微生物的反应分析),这是一个使用最先进的机器学习和人工智能算法来分析病原体生长和宿主防御行为的自动图像分析程序。利用HRMAn,我们可以以无偏和高度可重复性的方式量化病原体(如弓形虫和沙门氏菌)在多种细胞类型中的细胞内感染,测量包括病原体生长、病原体杀伤和宿主细胞防御激活在内的多个参数。由于HRMAn基于KNIME分析平台,它可以很容易地适应与其他病原体一起工作,并从定量成像数据中产生更多的读数。在这里,我们展示了HRMAn的改进,导致HRMAn 2.0的发布,以及HRMAn 2.0的新应用,用于分析宿主-病原体的相互作用,使用已建立的病原体弓形虫,并进一步扩展到细菌病原体沙眼衣原体和真菌病原体新隐球菌。
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引用次数: 10
Short chain fatty acids released by Fusobacterium nucleatum are neutrophil chemoattractants acting via free fatty acid receptor 2 (FFAR2) 核梭杆菌释放的短链脂肪酸是通过游离脂肪酸受体2 (FFAR2)起作用的中性粒细胞化学引诱剂。
IF 3.4 2区 生物学 Q1 Immunology and Microbiology Pub Date : 2021-04-29 DOI: 10.1111/cmi.13348
Agnes Dahlstrand Rudin, Arsham Khamzeh, Vignesh Venkatakrishnan, Amina Basic, Karin Christenson, Johan Bylund

Fusobacterium nucleatum is a gram-negative and anaerobic oral commensal that is implicated in inflammatory conditions of the tooth-supporting structures, that is, periodontal diseases. One of the main characteristics of these conditions is an accumulation of neutrophil granulocytes in the gingival pockets where bacteria reside. Neutrophils are recruited to tissue-residing microbes by gradients of bacteria derived chemoattractants, and the cellular migration over the pocket epithelium into the gingival pocket is likely governed by chemoattractants released by the amino acid fermenting anaerobes typically colonising this site. However, the chemoattractants released by F. nucleatum and other oral anaerobes have long been unidentified. In the present study, we show that the major chemoattractants released during the growth of F. nucleatum are short chain fatty acids (SCFAs), primarily acetate and butyrate. These SCFAs, that are released at high levels as end-products of the metabolism of F. nucleatum, trigger chemotaxis of human neutrophils, as well as cytosolic Ca2+ signals, via free fatty acid receptor 2 (FFAR2). This finding establishes the SCFA-FFAR2 interaction as an important mechanism in the recruitment of neutrophils to the periodontal pocket, but could also be of importance in the pathogenesis of other medical conditions involving colonisation/infection of F. nucleatum.

核梭杆菌是一种革兰氏阴性的厌氧口腔共生菌,与牙齿支撑结构的炎症有关,即牙周病。这些情况的主要特征之一是中性粒细胞在细菌居住的牙龈口袋中积累。嗜中性粒细胞通过细菌衍生的化学引诱剂的梯度被招募到组织内的微生物中,细胞从口袋上皮迁移到牙龈口袋可能是由氨基酸发酵厌氧菌释放的化学引诱剂控制的,这些厌氧菌通常定殖在这个部位。然而,核仁梭菌和其他口服厌氧菌释放的化学引诱剂一直未被确定。在本研究中,我们发现在核仁梭菌生长过程中释放的主要化学引诱剂是短链脂肪酸(SCFAs),主要是醋酸盐和丁酸盐。这些SCFAs作为核梭菌代谢的最终产物大量释放,通过游离脂肪酸受体2 (FFAR2)触发人类中性粒细胞的趋化性,以及胞质Ca2+信号。这一发现确定了SCFA-FFAR2相互作用是中性粒细胞向牙周袋募集的重要机制,但也可能在涉及核核梭菌定植/感染的其他医学疾病的发病机制中具有重要意义。
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引用次数: 22
The cytostome-cytopharynx complex of intracellular and extracellular amastigotes of Trypanosoma cruzi exhibit structural and functional differences 克氏锥虫胞内和胞外无尾线虫的胞口-细胞咽复合体在结构和功能上存在差异
IF 3.4 2区 生物学 Q1 Immunology and Microbiology Pub Date : 2021-04-26 DOI: 10.1111/cmi.13346
Carolina L. Alcantara, Wanderley de Souza, Narcisa L. Cunha e Silva

Endocytosis in Trypanosoma cruzi is mainly performed through a specialised membrane domain called cytostome-cytopharynx complex. Its ultrastructure and dynamics in endocytosis are well characterized in epimastigotes, being absent in trypomastigotes, that lack endocytic activity. Intracellular amastigotes also possess a cytostome-cytopharynx but participation in endocytosis of these forms is not clear. Extracellular amastigotes can be obtained from the supernatant of infected cells or in vitro amastigogenesis. These amastigotes share biochemical and morphological features with intracellular amastigotes but retain trypomastigote's ability to establish infection. We analysed and compared the ultrastructure of the cytostome-cytopharynx complex of intracellular amastigotes and extracellular amastigotes using high-resolution tridimensional electron microscopy techniques. We compared the endocytic ability of intracellular amastigotes, obtained through host cell lysis, with that of extracellular amastigotes. Intracellular amastigotes showed a cytostome-cytopharynx complex similar to epimastigotes'. However, after isolation, the complex undergoes ultrastructural modifications that progressively took to an impairment of endocytosis. Extracellular amastigotes do not possess a cytostome-cytopharynx complex nor the ability to endocytose. Those observations highlight morpho functional differences between intra and extracellular amastigotes regarding an important structure related to cell metabolism.

Take Aways

  • T. cruzi intracellular amastigotes endocytose through the cytostome-cytopharynx complex.
  • The cytostome-cytopharynx complex of intracellular amastigotes is ultrastructurally similar to the epimastigote.
  • Intracellular amastigotes, once outside the host cell, disassembles the cytostome-cytopharynx membrane domain.
  • Extracellular amastigotes do not possess a cytostome-cytopharynx either the ability to endocytose.
克氏锥虫的内吞作用主要通过称为细胞口-细胞咽复合体的特殊膜结构域进行。它的超微结构和内吞动力学在附生乳突动物中表现得很好,而在缺乏内吞活性的锥乳乳突动物中则没有。胞内无尾线虫也具有胞口-细胞咽,但参与这些形式的内吞作用尚不清楚。细胞外无尾结合体可以从感染细胞的上清液中获得,也可以在体外进行无尾结合体形成。这些无尾线虫与细胞内无尾线虫具有相同的生化和形态特征,但保留了细胞内无尾线虫建立感染的能力。我们使用高分辨率三维电子显微镜技术分析和比较了细胞内和细胞外无尾线虫的细胞口-细胞咽复合体的超微结构。我们比较了通过宿主细胞裂解获得的胞内无尾线虫和胞外无尾线虫的内吞能力。细胞内的无尾线虫也表现出类似于外无尾线虫的胞口-细胞咽复合体。然而,在分离后,复合物经历超微结构修饰,逐渐导致内吞作用受损。胞外无尾线虫不具有胞口-咽复合体,也不具有内吞的能力。这些观察结果突出了细胞内和细胞外无纺体在细胞代谢相关的重要结构上的形态功能差异。克氏T.胞内无尾线虫通过胞口-细胞咽复合体内吞糖。胞内无纺锤体的胞口-细胞咽复合体在超微结构上与外无纺锤体相似。胞内无尾线虫一旦离开宿主细胞,就会分解胞口-咽膜结构域。胞外无尾线虫不具有胞口咽,也不具有内吞的能力。
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引用次数: 5
Redistribution of FLAgellar Member 8 during the trypanosome life cycle: Consequences for cell fate prediction 鞭毛成员8在锥虫生命周期中的再分配:对细胞命运预测的影响
IF 3.4 2区 生物学 Q1 Immunology and Microbiology Pub Date : 2021-04-25 DOI: 10.1111/cmi.13347
Estefanía Calvo-Álvarez, Serge Bonnefoy, Audrey Salles, Fiona E. Benson, Paul G. McKean, Philippe Bastin, Brice Rotureau

The single flagellum of African trypanosomes is essential in multiple aspects of the parasites' development. The FLAgellar Member 8 protein (FLAM8), localised to the tip of the flagellum in cultured insect forms of Trypanosoma brucei, was identified as a marker of the locking event that controls flagellum length. Here, we investigated whether FLAM8 could also reflect the flagellum maturation state in other parasite cycle stages. We observed that FLAM8 distribution extended along the entire flagellar cytoskeleton in mammalian-infective forms. Then, a rapid FLAM8 concentration to the distal tip occurs during differentiation into early insect forms, illustrating the remodelling of an existing flagellum. In the tsetse cardia, FLAM8 further localises to the entire length of the new flagellum during an asymmetric division. Strikingly, in parasites dividing in the tsetse midgut and in the salivary glands, the amount and distribution of FLAM8 in the new flagellum were seen to predict the daughter cell fate. We propose and discuss how FLAM8 could be considered a meta-marker of the flagellum stage and maturation state in trypanosomes.

非洲锥虫的单鞭毛在寄生虫发育的多个方面都是必不可少的。鞭毛成员8蛋白(FLAM8),定位于培养的布氏锥虫的鞭毛顶端,被确定为控制鞭毛长度的锁定事件的标记。在这里,我们研究了FLAM8是否也能反映其他寄生虫周期阶段的鞭毛成熟状态。我们观察到,在哺乳动物感染形式中,FLAM8分布沿着整个鞭毛细胞骨架延伸。然后,在分化成早期昆虫形态的过程中,FLAM8迅速集中到远端,说明了现有鞭毛的重塑。在采采心中,在不对称分裂过程中,FLAM8进一步定位于新鞭毛的整个长度。引人注目的是,在采采中肠和唾液腺中分裂的寄生虫中,新鞭毛中FLAM8的数量和分布可以预测子细胞的命运。我们提出并讨论了FLAM8如何被认为是锥虫鞭毛阶段和成熟状态的元标记。
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引用次数: 9
The multiple functions of actin in apicomplexan parasites 顶复合体寄生虫中肌动蛋白的多种功能
IF 3.4 2区 生物学 Q1 Immunology and Microbiology Pub Date : 2021-04-22 DOI: 10.1111/cmi.13345
Sujaan Das, Johannes Felix Stortz, Markus Meissner, Javier Periz

The cytoskeletal protein actin is highly abundant and conserved in eukaryotic cells. It occurs in two different states- the globular (G-actin) form, which can polymerise into the filamentous (F-actin) form, fulfilling various critical functions including cytokinesis, cargo trafficking and cellular motility. In higher eukaryotes, there are several actin isoforms with nearly identical amino acid sequences. Despite the high level of amino acid identity, they display regulated expression patterns and unique non-redundant roles. The number of actin isoforms together with conserved sequences may reflect the selective pressure exerted by scores of actin binding proteins (ABPs) in higher eukaryotes. In contrast, in many protozoans such as apicomplexan parasites which possess only a few ABPs, the regulatory control of actin and its multiple functions are still obscure. Here, we provide a summary of the regulation and biological functions of actin in higher eukaryotes and compare it with the current knowledge in apicomplexans. We discuss future experiments that will help us understand the multiple, critical roles of this fascinating system in apicomplexans.

细胞骨架蛋白肌动蛋白在真核细胞中含量丰富且保守。它以两种不同的状态发生——球状(g -肌动蛋白)形式,它可以聚合成丝状(f -肌动蛋白)形式,实现各种关键功能,包括细胞质分裂、货物运输和细胞运动。在高等真核生物中,有几种具有几乎相同氨基酸序列的肌动蛋白同种异构体。尽管氨基酸同源性很高,但它们表现出受调控的表达模式和独特的非冗余作用。肌动蛋白同工型的数量和保守序列可能反映了高级真核生物中大量肌动蛋白结合蛋白(ABPs)所施加的选择压力。相比之下,在许多只有少量ABPs的原生动物中,如顶复合体寄生虫,肌动蛋白的调控及其多种功能仍不清楚。本文综述了肌动蛋白在高等真核生物中的调控和生物学功能,并将其与目前在顶复合体中的认识进行了比较。我们讨论了未来的实验,这将有助于我们理解这个迷人的系统在顶复合体中的多重关键作用。
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引用次数: 8
Disassembly of the apical junctional complex during the transmigration of Leptospira interrogans across polarized renal proximal tubule epithelial cells 钩端螺旋体在极化肾近端小管上皮细胞迁移过程中顶端连接复合体的解体
IF 3.4 2区 生物学 Q1 Immunology and Microbiology Pub Date : 2021-04-16 DOI: 10.1111/cmi.13343
Isabel Sebastián, Nobuhiko Okura, Bruno M. Humbel, Jun Xu, Idam Hermawan, Chiaki Matsuura, Malgorzata Hall, Chitoshi Takayama, Tetsu Yamashiro, Shuichi Nakamura, Claudia Toma
Bacterial pathogens have evolved multiple strategies to disassemble epithelial cell apical junctional complexes (AJCs) and infect epithelial cells. Leptospirosis is a widespread zoonotic infection, mainly caused by Leptospira interrogans, and its dissemination across host cell barriers is essential for its pathogenesis. However, the mechanism of bacterial dissemination across epithelial cell barriers remains poorly characterised. In this study, we analysed the interaction of L. interrogans with renal proximal tubule epithelial cells (RPTECs) and found that at 24 hr post‐infection, L. interrogans remain in close contact with the plasma membrane of the RPTEC by extracellularly adhering or crawling. Leptospira interrogans cleaved E‐cadherin and induced its endocytosis with release of the soluble N‐terminal fragment into the extracellular medium. Concomitantly, a gradual decrease in transepithelial electrical resistance (TEER), mislocalisation of AJC proteins (occludin, claudin‐10, ZO‐1, and cingulin) and cytoskeletal rearrangement were observed. Inhibition of clathrin‐mediated E‐cadherin endocytosis prevented the decrease in TEER. We showed that disassembly of AJCs in epithelial cells and transmigration of bacteria through the paracellular route are important for the dissemination of L. interrogans in the host.
细菌病原体已经进化出多种策略来分解上皮细胞顶端连接复合物(AJCs)并感染上皮细胞。钩端螺旋体病是一种广泛的人畜共患感染,主要由钩端螺旋体引起,其传播跨越宿主细胞屏障是其发病的关键。然而,细菌传播跨越上皮细胞屏障的机制仍然不清楚。在这项研究中,我们分析了疑问乳杆菌与肾近端小管上皮细胞(RPTEC)的相互作用,发现在感染后24小时,疑问乳杆菌仍通过细胞外粘附或爬行与RPTEC的质膜密切接触。钩端螺旋体裂解e -钙粘蛋白并诱导其内吞,将可溶性n端片段释放到细胞外培养基中。同时,观察到经上皮电阻(TEER)逐渐下降,AJC蛋白(occludin, cludin -10, ZO-1和cingulin)错定位和细胞骨架重排。抑制网格蛋白介导的e -钙粘蛋白内吞作用可阻止TEER的降低。我们发现上皮细胞中AJCs的分解和细菌通过细胞旁途径的转运对于疑问乳杆菌在宿主中的传播是重要的。
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引用次数: 12
Breaching the phagosome, the case of the tuberculosis agent 破坏吞噬体,这就是肺结核病菌的例子
IF 3.4 2区 生物学 Q1 Immunology and Microbiology Pub Date : 2021-04-15 DOI: 10.1111/cmi.13344
Roxane Simeone, Fadel Sayes, Emeline Lawarée, Roland Brosch

The interactions between microbes and their hosts are among the most complex biological phenomena known today. The interaction may reach from overall beneficial interaction, as observed for most microbiome/microbiota related interactions to interaction with virulent pathogens, against which host cells have evolved sophisticated defence strategies. Among the latter, the confinement of invading pathogens in a phagosome plays a key role, which often results in the destruction of the invader, whereas some pathogens may counteract phagosomal arrest and survive by gaining access to the cytosol of the host cell. In the current review, we will discuss recent insights into this dynamic process of host-pathogen interaction, using Mycobacterium tuberculosis and related pathogenic mycobacteria as main examples.

微生物和宿主之间的相互作用是当今已知的最复杂的生物现象之一。这种相互作用可能从总体上有益的相互作用,如大多数微生物组/微生物群相关的相互作用所观察到的,到与有毒病原体的相互作用,宿主细胞已经进化出复杂的防御策略。在后者中,将入侵的病原体限制在吞噬体中起着关键作用,这通常会导致入侵者的破坏,而一些病原体可能会抵消吞噬体的阻止并通过进入宿主细胞的细胞质而存活。在这篇综述中,我们将以结核分枝杆菌和相关致病性分枝杆菌为主要例子,讨论宿主-病原体相互作用动态过程的最新见解。
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引用次数: 16
New methods to decrypt emerging macropinosome functions during the host–pathogen crosstalk 解密宿主-病原体串扰过程中新出现的巨酶体功能的新方法
IF 3.4 2区 生物学 Q1 Immunology and Microbiology Pub Date : 2021-04-13 DOI: 10.1111/cmi.13342
Yuen-Yan Chang, Jost Enninga, Virginie Stévenin

Large volumes of liquid and other materials from the extracellular environment are internalised by eukaryotic cells via an endocytic process called macropinocytosis. It is now recognised that this fundamental and evolutionarily conserved pathway is hijacked by numerous intracellular pathogens as an entry portal to the host cell interior. Yet, an increasing number of additional cellular functions of macropinosomes in pathologic processes have been reported beyond this role for fluid internalisation. It emerges that the identity of macropinosomes can vary hugely and change rapidly during their lifetime. A deeper understanding of this important multi-faceted compartment is based on novel methods for their investigation. These methods are either imaging-based for the tracking of macropinosome dynamics, or they provide the means to extract macropinosomes at high purity for comprehensive proteomic analyses. Here, we portray these new approaches for the investigation of macropinosomes. We document how these method developments have provided insights for a new understanding of the intracellular lifestyle of the bacterial pathogens Shigella and Salmonella. We suggest that a systematic complete characterisation of macropinosome subversion with these approaches during other infection processes and pathologies will be highly beneficial for our understanding of the underlying cellular and molecular processes.

来自细胞外环境的大量液体和其他物质被真核细胞通过称为巨胞饮的内吞过程内化。现在认识到,这种基本的和进化上保守的途径被许多细胞内病原体劫持,作为进入宿主细胞内部的入口。然而,在病理过程中,越来越多的大肽体的额外细胞功能已经被报道,超出了液体内化的作用。结果表明,巨肽体的身份在其一生中变化巨大且变化迅速。更深入地了解这一重要的多面室是基于他们的调查的新方法。这些方法要么是基于成像的大脂质体动力学跟踪,要么它们提供了提取高纯度的大脂质体进行综合蛋白质组学分析的手段。在这里,我们描绘了这些新的方法来研究巨小体。我们记录了这些方法的发展如何为细菌病原体志贺氏菌和沙门氏菌的细胞内生活方式的新理解提供了见解。我们认为,在其他感染过程和病理过程中,用这些方法系统地完整地描述巨量酶体颠覆将对我们理解潜在的细胞和分子过程非常有益。
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引用次数: 7
Dictyostelium lacking the single atlastin homolog Sey1 shows aberrant ER architecture, proteolytic processes and expansion of the Legionella-containing vacuole (Cellular Microbiology 05/2021) 缺乏单一atlastin同源物Sey1的Dictyostelium显示异常的ER结构,蛋白水解过程和含军团菌液泡的扩张(细胞微生物学05/2021)
IF 3.4 2区 生物学 Q1 Immunology and Microbiology Pub Date : 2021-04-12 DOI: 10.1111/cmi.13333

Confocal fluorescence micrograph of Dictyostelium discoideum Δsey1 (atlastin) mutant amoeba producing the ER marker calnexin-GFP (green) and the pathogen vacuole/PtdIns(4)P marker P4C-mCherry (orange) infected with mCerulean-producing Legionella pneumophila (blue).

产生内质网标记calnexin-GFP(绿色)和病原体液泡/PtdIns(4)P标记P4C-mCherry(橙色)感染产mcerulean的嗜肺军团菌(蓝色)的盘状盘状体Δsey1 (atlastin)突变变形虫的共聚焦荧光显微照片。
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引用次数: 1
Identification of novel inner membrane complex and apical annuli proteins of the malaria parasite Plasmodium falciparum 恶性疟原虫新型内膜复合体和根尖环蛋白的鉴定
IF 3.4 2区 生物学 Q1 Immunology and Microbiology Pub Date : 2021-04-08 DOI: 10.1111/cmi.13341
Jan Stephan Wichers, Juliane Wunderlich, Dorothee Heincke, Samuel Pazicky, Jan Strauss, Marius Schmitt, Jessica Kimmel, Louisa Wilcke, Sarah Scharf, Heidrun von Thien, Paul-Christian Burda, Tobias Spielmann, Christian Löw, Michael Filarsky, Anna Bachmann, Tim W. Gilberger

The inner membrane complex (IMC) is a defining feature of apicomplexan parasites, which confers stability and shape to the cell, functions as a scaffolding compartment during the formation of daughter cells and plays an important role in motility and invasion during different life cycle stages of these single-celled organisms. To explore the IMC proteome of the malaria parasite Plasmodium falciparum we applied a proximity-dependent biotin identification (BioID)-based proteomics approach, using the established IMC marker protein Photosensitized INA-Labelled protein 1 (PhIL1) as bait in asexual blood-stage parasites. Subsequent mass spectrometry-based peptide identification revealed enrichment of 12 known IMC proteins and several uncharacterized candidate proteins. We validated nine of these previously uncharacterized proteins by endogenous GFP-tagging. Six of these represent new IMC proteins, while three proteins have a distinct apical localization that most likely represents structures described as apical annuli in Toxoplasma gondii. Additionally, various Kelch13 interacting candidates were identified, suggesting an association of the Kelch13 compartment and the IMC in schizont and merozoite stages. This work extends the number of validated IMC proteins in the malaria parasite and reveals for the first time the existence of apical annuli proteins in P. falciparum. Additionally, it provides evidence for a spatial association between the Kelch13 compartment and the IMC in late blood-stage parasites.

内膜复合体(IMC)是顶复合体寄生虫的一个重要特征,它赋予细胞的稳定性和形状,在子细胞形成过程中起支架室的作用,并在这些单细胞生物的不同生命周期阶段的运动和侵袭中起重要作用。为了研究恶性疟原虫的IMC蛋白质组,我们采用基于接近依赖生物素鉴定(BioID)的蛋白质组学方法,在无性血期疟原虫中建立IMC标记蛋白光敏INA-Labelled protein 1 (PhIL1)作为诱饵。随后基于质谱的肽鉴定显示了12个已知的IMC蛋白和几个未表征的候选蛋白的富集。我们通过内源性gfp标记验证了这些先前未表征的蛋白中的9个。其中6个代表新的IMC蛋白,而3个蛋白具有明显的根尖定位,最有可能代表弓形虫根尖环的结构。此外,还发现了各种Kelch13相互作用的候选基因,表明Kelch13室与分裂体和分裂子岩阶段的IMC存在关联。这项工作扩大了疟原虫中已证实的IMC蛋白的数量,并首次揭示了恶性疟原虫中根尖环空蛋白的存在。此外,它为晚期血期寄生虫的Kelch13室与IMC之间的空间关联提供了证据。
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引用次数: 21
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Cellular Microbiology
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