brain proteome

脑蛋白质组
  • 文章类型: Journal Article
    COVID-19是一种影响中枢神经系统的复杂多系统疾病,也可以有精神后遗症。此外,临床证据表明,精神分裂症谱系障碍的诊断是COVID-19患者死亡的危险因素。在这项研究中,我们旨在通过蛋白质组学方法探索COVID-19的脑特异性分子方面。我们分析了致命的COVID-19病例的大脑蛋白质组,并将其与死后精神分裂症大脑中发现的差异调节蛋白进行了比较。COVID-19蛋白质组数据集显示,神经胶质和神经元细胞表达的蛋白质以及与具有精神病和神经退行性成分的疾病相关的过程强烈富集。具体来说,COVID-19大脑蛋白质组丰富了精神分裂症标志性特征的过程。此外,我们确定了在两种条件下受影响的共有和不同的分子途径.我们发现,在COVID-19和精神分裂症中都可能存在大脑衰老过程,尽管可能是由不同的过程驱动的。此外,观察到脑细胞代谢的改变,精神分裂症主要影响氨基酸代谢,COVID-19主要影响碳水化合物代谢。在两种情况下,与星形细胞成分相关的代谢途径的富集表明该细胞类型参与了发病机理。COVID-19和精神分裂症都影响神经递质系统,但有明显的影响。未来的研究探索大脑衰老和代谢失调的潜在机制可能为这些疾病的复杂病理生理学以及精神分裂症患者对严重结局的脆弱性增加提供有价值的见解。
    COVID-19, a complex multisystem disorder affecting the central nervous system, can also have psychiatric sequelae. In addition, clinical evidence indicates that a diagnosis of a schizophrenia spectrum disorder is a risk factor for mortality in patients with COVID-19. In this study, we aimed to explore brain-specific molecular aspects of COVID-19 by using a proteomic approach. We analyzed the brain proteome of fatal COVID-19 cases and compared it with differentially regulated proteins found in postmortem schizophrenia brains. The COVID-19 proteomic dataset revealed a strong enrichment of proteins expressed by glial and neuronal cells and processes related to diseases with a psychiatric and neurodegenerative component. Specifically, the COVID-19 brain proteome enriches processes that are hallmark features of schizophrenia. Furthermore, we identified shared and distinct molecular pathways affected in both conditions. We found that brain ageing processes are likely present in both COVID-19 and schizophrenia, albeit possibly driven by distinct processes. In addition, alterations in brain cell metabolism were observed, with schizophrenia primarily impacting amino acid metabolism and COVID-19 predominantly affecting carbohydrate metabolism. The enrichment of metabolic pathways associated with astrocytic components in both conditions suggests the involvement of this cell type in the pathogenesis. Both COVID-19 and schizophrenia influenced neurotransmitter systems, but with distinct impacts. Future studies exploring the underlying mechanisms linking brain ageing and metabolic dysregulation may provide valuable insights into the complex pathophysiology of these conditions and the increased vulnerability of schizophrenia patients to severe outcomes.
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  • 文章类型: Journal Article
    弓形虫是一种成功的寄生虫,能够感染多种温血动物,包括人,牲畜,和野生动物。在免疫功能完整的个体中,弓形虫可以通过改变血脑屏障的通透性侵入宿主脑组织,导致慢性感染。蛋白质在疾病进展中起着至关重要的调节作用。通过监测蛋白质的变化,可以更深入地了解宿主抵抗感染的分子机制和病原体的潜在致病机制。本研究使用蛋白质组学和生物信息学方法分析了急性和慢性弓形虫感染期间小鼠脑组织中差异蛋白表达和相关信号通路。结果表明,在急性和慢性弓形虫感染阶段,在小鼠脑组织中鉴定出74和498种差异表达蛋白(DEP),分别。其中,45和309被上调,而29和189则下调。GO和KEGG分析显示,这些DEP中的一些与宿主免疫有关,病原体免疫逃避,弓形虫入侵中枢神经系统,特别是白细胞介素的产生和分泌,补体系统激活,以及紧密连接路径的改变。值得注意的是,Rab13的上调被认为是弓形虫调节血脑屏障通透性和促进中枢神经系统侵袭的潜在分子机制。我们的发现为理解弓形虫感染的宿主控制提供了基础数据,并为中枢神经系统内寄生虫免疫逃避和入侵机制提供了新的见解。这些见解对于制定预防慢性弓形虫感染的策略至关重要。
    Toxoplasma gondii is a successful parasite capable of infecting a wide range of warm-blooded animals, including people, livestock, and wildlife. In individuals with intact immune function, T. gondii can invade the host brain tissue by altering the blood-brain barrier permeability, leading to chronic infection. Proteins play crucial regulatory roles in disease progression. By monitoring changes in proteins, a deeper understanding of the molecular mechanisms underlying host resistance to infection and the potential pathogenic mechanisms of pathogens can be gained. This study analyzed differential protein expression and associated signaling pathways in mouse brain tissues during acute and chronic T. gondii infection using proteomic and bioinformatics methods. The results showed that during acute and chronic T. gondii infection stages, 74 and 498 differentially expressed proteins (DEPs) were identified in mouse brain tissue, respectively. Among them, 45 and 309 were up-regulated, while 29 and 189 were down-regulated. GO and KEGG analyses revealed that some of these DEPs were implicated in host immunity, pathogen immune evasion, and T. gondii invasion of the central nervous system, particularly interleukin production and secretion, complement system activation, and alterations in tight junction pathways. Notably, the upregulation of Rab13 was identified as a potential molecular mechanism for T. gondii to regulate blood-brain barrier permeability and facilitate central nervous system invasion. Our findings provided fundamental data for understanding host control of Toxoplasmosis infection and offered new insights into parasite immune evasion and invasion mechanisms within the central nervous system. These insights are crucial for developing strategies to prevent the establishment of chronic T. gondii infection.
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  • 文章类型: Journal Article
    蛋白质通常通过与其他蛋白质相互作用并通过形成大分子复合物来执行其生物学功能,但是,直接从人体组织样本中对蛋白质复合物进行的全局分析是有限的。在这项研究中,我们利用共分馏质谱(CF-MS)对死后人脑中的蛋白质复合物进行了实验复制。首先,我们使用串联阴离子和阳离子离子交换色谱(IEX)分离192个馏分中的天然蛋白质复合物,然后使用数据独立采集(DIA)质谱分析每个馏分中的蛋白质,定量总共4,804种蛋白质,两个重复中有3,260种重叠。我们通过在每个部分中使用恒定量的牛血清白蛋白(BSA)作为内标来提高DIA的定量准确性。接下来,先进的计算管道,它整合了基于数据库的复杂分析和无偏的蛋白质-蛋白质相互作用(PPI)搜索,用于识别蛋白质复合物并构建人脑中的蛋白质-蛋白质相互作用网络。我们的研究导致了486蛋白质复合物和10054二元蛋白质-蛋白质相互作用的鉴定,这代表了第一次使用CF-MS对人脑PPI进行全球分析。总的来说,这项研究为广泛的人脑研究提供了资源和工具,包括未来疾病特异性蛋白质复合物的鉴定。
    Proteins usually execute their biological functions through interactions with other proteins and by forming macromolecular complexes, but global profiling of protein complexes directly from human tissue samples has been limited. In this study, we utilized cofractionation mass spectrometry (CF-MS) to map protein complexes within the postmortem human brain with experimental replicates. First, we used concatenated anion and cation Ion Exchange Chromatography (IEX) to separate native protein complexes in 192 fractions and then proceeded with Data-Independent Acquisition (DIA) mass spectrometry to analyze the proteins in each fraction, quantifying a total of 4,804 proteins with 3,260 overlapping in both replicates. We improved the DIA\'s quantitative accuracy by implementing a constant amount of bovine serum albumin (BSA) in each fraction as an internal standard. Next, advanced computational pipelines, which integrate both a database-based complex analysis and an unbiased protein-protein interaction (PPI) search, were applied to identify protein complexes and construct protein-protein interaction networks in the human brain. Our study led to the identification of 486 protein complexes and 10054 binary protein-protein interactions, which represents the first global profiling of human brain PPIs using CF-MS. Overall, this study offers a resource and tool for a wide range of human brain research, including the identification of disease-specific protein complexes in the future.
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  • 文章类型: Journal Article
    已知一些寄生虫会影响脑蛋白或引起神经系统功能的变化。在这项研究中,我们的目的是证明二维凝胶技术在检测蛋白质表达差异和提供寄生虫感染期间大脑蛋白质组变化的详细信息方面是有价值的.随后,我们试图了解寄生虫感染如何影响大脑中的蛋白质组成,以及这可能与大脑功能的变化有关。通过分析感染后2、4和8周的从头表达的蛋白质,与对照小鼠的大脑相比,我们观察到2周时表达的蛋白质主要与神经保护或小鼠大脑对感染的初始反应有关。在8周的时候,寄生虫感染可以在大脑中引起氧化应激,潜在激活与细胞损伤反应相关的信号通路。在8周表达的蛋白质表现出一种模式,表明,由于宿主无法平衡生物体的神经-免疫-内分泌网络,大脑开始经历凋亡过程,因此经历脑损伤。
    Some parasites are known to influence brain proteins or induce changes in the functioning of the nervous system. In this study, our objective is to demonstrate how the two-dimensional gel technique is valuable for detecting differences in protein expression and providing detailed information on changes in the brain proteome during a parasitic infection. Subsequently, we seek to understand how the parasitic infection affects the protein composition in the brain and how this may be related to changes in brain function. By analyzing de novo-expressed proteins at 2, 4, and 8 weeks post-infection compared to the brains of the control mice, we observed that proteins expressed at 2 weeks are primarily associated with neuroprotection or the initial response of the mouse brain to the infection. At 8 weeks, parasitic infection can induce oxidative stress in the brain, potentially activating signaling pathways related to the response to cellular damage. Proteins expressed at 8 weeks exhibit a pattern indicating that, as the host fails to balance the Neuro-Immuno-Endocrine network of the organism, the brain begins to undergo an apoptotic process and consequently experiences brain damage.
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  • 文章类型: Journal Article
    脑脊液(CSF)是发现神经系统疾病生物标志物的重要基质。然而,CSF中蛋白质浓度的高动态范围阻碍了通过非靶向质谱法检测最少丰度的蛋白质生物标志物.因此,对大脑中的分泌过程有更深入的了解是有益的。这里,我们的目的是探讨是否以及如何预测脑脊液脑内蛋白的分泌。通过将经过策划的CSF蛋白质组和人类蛋白质图谱的大脑升高的蛋白质组相结合,脑蛋白分为CSF分泌型或非CSF分泌型.机器学习模型在一系列基于序列的特征上进行训练,以区分CSF和非CSF组,并有效预测蛋白质的大脑起源。如果使用高置信度CSF蛋白,分类模型获得0.89的曲线下面积。最重要的预测特征包括亚细胞定位,信号肽,和跨膜区。分类器可以很好地推广到较大的大脑检测到的蛋白质组,并且能够正确预测通过亲和蛋白质组学鉴定的新型CSF蛋白质。除了阐明蛋白质分泌的潜在机制,经训练的分类模型可以支持生物标志物候选物的选择。
    Cerebrospinal fluid (CSF) is an essential matrix for the discovery of neurological disease biomarkers. However, the high dynamic range of protein concentrations in CSF hinders the detection of the least abundant protein biomarkers by untargeted mass spectrometry. It is thus beneficial to gain a deeper understanding of the secretion processes within the brain. Here, we aim to explore if and how the secretion of brain proteins to the CSF can be predicted. By combining a curated CSF proteome and the brain elevated proteome of the Human Protein Atlas, brain proteins were classified as CSF or non-CSF secreted. A machine learning model was trained on a range of sequence-based features to differentiate between CSF and non-CSF groups and effectively predict the brain origin of proteins. The classification model achieves an area under the curve of 0.89 if using high confidence CSF proteins. The most important prediction features include the subcellular localization, signal peptides, and transmembrane regions. The classifier generalized well to the larger brain detected proteome and is able to correctly predict novel CSF proteins identified by affinity proteomics. In addition to elucidating the underlying mechanisms of protein secretion, the trained classification model can support biomarker candidate selection.
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  • 文章类型: Journal Article
    一些证据表明,祖先饮食可能在决定后代的代谢特征中起重要作用。然而,目前尚不清楚祖先的饮食是否会影响后代的食物选择和喂养行为。在目前的研究中,利用果蝇模型系统,我们证明父系西方饮食(WD)增加了后代的食物消耗,直到第四代。父系WD还诱导F1后代大脑蛋白质组的改变。使用对上调和下调蛋白质途径的富集分析,我们发现上调的蛋白质在与翻译和翻译因子相关的方面具有显著的富集,而下调的蛋白质在小分子代谢过程中表现出富集,TCA循环,和电子传输链(ETC)。使用MIENTURNETmiRNA预测工具,dme-miR-10-3p被鉴定为预测靶向由祖先饮食调节的蛋白质的最高保守miRNA。大脑中基于RNAi的miR-10敲低显著增加了食物消耗,提示miR-10是编程摄食行为的潜在因素。一起,这些发现表明,祖先营养可能通过miRNA的改变影响后代的摄食行为。
    Several lines of evidence indicate that ancestral diet might play an important role in determining offspring\'s metabolic traits. However, it is not yet clear whether ancestral diet can affect offspring\'s food choices and feeding behavior. In the current study, taking advantage of Drosophila model system, we demonstrate that paternal Western diet (WD) increases offspring food consumption up to the fourth generation. Paternal WD also induced alterations in F1 offspring brain proteome. Using enrichment analyses of pathways for upregulated and downregulated proteins, we found that upregulated proteins had significant enrichments in terms related to translation and translation factors, whereas downregulated proteins displayed enrichments in small molecule metabolic processes, TCA cycles, and electron transport chain (ETC). Using MIENTURNET miRNA prediction tool, dme-miR-10-3p was identified as the top conserved miRNA predicted to target proteins regulated by ancestral diet. RNAi-based knockdown of miR-10 in the brain significantly increased food consumption, implicating miR-10 as a potential factor in programming feeding behavior. Together, these findings suggest that ancestral nutrition may influence offspring feeding behavior through alterations in miRNAs.
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  • 文章类型: Journal Article
    大脑发育和功能受不同区域精确调节的蛋白质表达支配。迄今为止,多区域大脑蛋白质组已经被系统地分析了成人和小鼠的大脑。为了了解大脑发育和功能的基础,我们在家犬(Canisfamilaris)的三个发育阶段从出生后大脑的六个区域产生蛋白质组,这在动物中具有特殊的人类社会认知能力。时空蛋白质组的定量分析确定了不同发育阶段的区域富集突触类型和不同大脑区域的差异髓鞘形成进展。通过对直系同源蛋白的区域间表达模式和全基因组顺式调控元件频率的综合分析,我们发现与髓鞘形成和海马相关的蛋白质在狗和人之间高度相关,但在小鼠和人之间不相关,尽管小鼠在系统发育上更接近人类。此外,神经退行性疾病和孤独症谱系障碍相关蛋白在狗大脑中的整体表达模式比在小鼠大脑中更像人类大脑。在蛋白质组和遗传水平上,狗和人的髓鞘形成和海马相关途径的高度相似性可能有助于他们共同的社会认知能力。不同物种脑中疾病相关蛋白的区域间表达模式提供了重要信息,以指导使用适当的动物模型进行机理和转化研究。
    Brain development and function are governed by precisely regulated protein expressions in different regions. To date, multiregional brain proteomes have been systematically analyzed only for adult human and mouse brains. To understand the underpinnings of brain development and function, we generated proteomes from six regions of the postnatal brain at three developmental stages of domestic dogs (Canis familiaris), which are special among animals in terms of their remarkable human-like social cognitive abilities. Quantitative analysis of the spatiotemporal proteomes identified region-enriched synapse types at different developmental stages and differential myelination progression in different brain regions. Through integrative analysis of inter-regional expression patterns of orthologous proteins and genome-wide cis-regulatory element frequencies, we found that proteins related with myelination and hippocampus were highly correlated between dog and human but not between mouse and human, although mouse is phylogenetically closer to human. Moreover, the global expression patterns of neurodegenerative disease and autism spectrum disorder-associated proteins in dog brain more resemble human brain than in mouse brain. The high similarity of myelination and hippocampus-related pathways in dog and human at both proteomic and genetic levels may contribute to their shared social cognitive abilities. The inter-regional expression patterns of disease-associated proteins in the brain of different species provide important information to guide mechanistic and translational study using appropriate animal models.
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  • 文章类型: Journal Article
    含有大量饱和脂肪酸和简单碳水化合物的高度加工食品的消费增加是超重和肥胖负担的主要原因。此外,众所周知,不健康的饮食与慢性压力暴露相结合,与中枢神经系统疾病的患病率增加有关。在本研究中,应用全脑蛋白质组方法探索暴露于西方饮食和/或应激后的蛋白质变化.用西方饮食和人类零食喂养雌性成年大鼠和/或经受由社会不稳定引起的慢性应激12周。西方饮食的消费导致肥胖表型并诱导血清代谢参数的变化。食用西方饮食仅导致5.4%的蛋白质发生变化,而所有检测到的蛋白质中有48%受到慢性压力的影响,其中86.3%由于暴露于慢性压力而下调。然而,用特定的饮食喂养可以改善应激诱导的大脑蛋白质组变化。参与轴突发生和介导AMPA谷氨酸受体(Nptx1)突触聚集的蛋白质的下调,以及与代谢过程相关的蛋白质(Atp5i,Mrps36,Ndufb4),被确认,尽管检测到参与CNS发育和分化的蛋白质(Basp1,Cend1)的表达增加,对压力的反应,学习和记忆(Prrt2),和调节突触传递(Ncam1,Prrt2)。总之,全球蛋白质组分析提供了有关西方饮食和压力暴露组合对脑皮质蛋白改变的影响的信息,并深入了解了文献中描述的大脑功能和形态改变以及行为障碍的潜在机制和途径。
    The increasing consumption of highly processed foods with high amounts of saturated fatty acids and simple carbohydrates is a major contributor to the burden of overweight and obesity. Additionally, an unhealthy diet in combination with chronic stress exposure is known to be associated with the increased prevalence of central nervous system diseases. In the present study, the global brain proteome approach was applied to explore protein alterations after exposure to the Western diet and/or stress. Female adult rats were fed with the Western diet with human snacks and/or subjected to chronic stress induced by social instability for 12 weeks. The consumption of the Western diet resulted in an obese phenotype and induced changes in the serum metabolic parameters. Consuming the Western diet resulted in changes in only 5.4% of the proteins, whereas 48% of all detected proteins were affected by chronic stress, of which 86.3% were down-regulated due to this exposure to chronic stress. However, feeding with a particular diet modified stress-induced changes in the brain proteome. The down-regulation of proteins involved in axonogenesis and mediating the synaptic clustering of AMPA glutamate receptors (Nptx1), as well as proteins related to metabolic processes (Atp5i, Mrps36, Ndufb4), were identified, while increased expression was detected for proteins involved in the development and differentiation of the CNS (Basp1, Cend1), response to stress, learning and memory (Prrt2), and modulation of synaptic transmission (Ncam1, Prrt2). In summary, global proteome analysis provides information about the impact of the combination of the Western diet and stress exposure on cerebrocortical protein alterations and yields insight into the underlying mechanisms and pathways involved in functional and morphological brain alterations as well as behavioral disturbances described in the literature.
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  • 文章类型: Journal Article
    Organ-specific proteins (OSPs) possess great medical potential both in clinics and in biomedical research. Applications of them-such as alanine transaminase, aspartate transaminase, and troponins-in clinics have raised certain concerns of their organ specificity. The dynamics and diversity of protein expression in heterogeneous human populations are well known, yet their effects on OSPs are less addressed. Here, we used mice as a model and implemented a breadth study to examine the panorgan proteome for potential variations in organ specificity in different genetic backgrounds. Using reasonable resources, we generated panorgan proteomes of four in-bred mouse strains. The results revealed a large diversity that was more profound among OSPs than among proteomes overall. We defined a robustness score to quantify such variation and derived three sets of OSPs with different stringencies. In the meantime, we found that the enriched biological functions of OSPs are also organ-specific and are sensitive and useful to assess the quality of OSPs. We hope our breadth study can open doors to explore the molecular diversity and dynamics of organ specificity at the protein level.
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  • 文章类型: Journal Article
    复杂社会行为的神经元基础仍然知之甚少。在蜜蜂中,生殖投资决策是在殖民地一级做出的。皇后区是从雌性幼虫发育而来的,这些幼虫以随意的蜂王浆(RJ)分泌物的形式接受护士蜜蜂的同种父母护理。通常,饲养的新皇后数量有限,但“蜂王浆蜂”(RJBs)的遗传育种数十年来提高了RJ产量,导致皇后的生殖投资急剧增加。这里,我们将RJB与未选择的意大利蜜蜂(ITB)进行了比较,以研究它们对蘑菇体(MB)和触角叶(AL)中幼虫信号的认知处理如何导致其行为差异。交叉培养实验证实,RJB综合征主要是由于护蜂异亲护理行为的转变。使用鼻延伸反射的嗅觉调节,我们发现,与ITB护士相比,RJB护士对幼虫气味的自发反应更频繁,但随后的学习发生率相似.我们证明大脑的蛋白质组,特别是AL在RJB和ITB之间有所不同。值得注意的是,在RJB新出现的蜜蜂和护士的AL中,与ITB相比,能量和营养代谢的过程,信号转导上调,启动AL以接收和处理来自天线的巢信号。此外,与生命早期的ITB相比,RJB中的主要蜂王浆蛋白和六聚体蛋白在神经系统仍在发展时表明了这些特征明确的蛋白质的关键新神经生物学作用。总之,我们的研究结果表明,RJBs已经进化出对幼虫的强烈嗅觉反应,通过许多神经生理适应来实现,这些适应增加了护士蜜蜂的异亲护理行为。
    The neuronal basis of complex social behavior is still poorly understood. In honeybees, reproductive investment decisions are made at the colony-level. Queens develop from female-destined larvae that receive alloparental care from nurse bees in the form of ad-libitum royal jelly (RJ) secretions. Typically, the number of raised new queens is limited but genetic breeding of \"royal jelly bees\" (RJBs) for enhanced RJ production over decades has led to a dramatic increase of reproductive investment in queens. Here, we compare RJBs to unselected Italian bees (ITBs) to investigate how their cognitive processing of larval signals in the mushroom bodies (MBs) and antennal lobes (ALs) may contribute to their behavioral differences. A cross-fostering experiment confirms that the RJB syndrome is mainly due to a shift in nurse bee alloparental care behavior. Using olfactory conditioning of the proboscis extension reflex, we show that the RJB nurses spontaneously respond more often to larval odors compared with ITB nurses but their subsequent learning occurs at similar rates. These phenotypic findings are corroborated by our demonstration that the proteome of the brain, particularly of the ALs differs between RJBs and ITBs. Notably, in the ALs of RJB newly emerged bees and nurses compared with ITBs, processes of energy and nutrient metabolism, signal transduction are up-regulated, priming the ALs for receiving and processing the brood signals from the antennae. Moreover, highly abundant major royal jelly proteins and hexamerins in RJBs compared with ITBs during early life when the nervous system still develops suggest crucial new neurobiological roles for these well-characterized proteins. Altogether, our findings reveal that RJBs have evolved a strong olfactory response to larvae, enabled by numerous neurophysiological adaptations that increase the nurse bees\' alloparental care behavior.
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