Quantitative proteomics

定量蛋白质组学
  • 文章类型: Journal Article
    蛋白质组学研究在生物学领域的现阶段,医学,新药开发,人群筛查,或个性化的治疗方法决定了在合理的实验时间内分析大量样品的需要。直到最近,蛋白质组学中的质谱测量在鉴定和定量细胞蛋白质组成方面具有独特的特点,但是吞吐量低,需要数小时来分析单个样品。这与受外部和内部因素影响的整个细胞蛋白质组水平上的生物系统变化动力学相矛盾。因此,整体蛋白质组分析的低速已经成为限制功能蛋白质组学发展的主要因素,不仅在广泛的条件下,有必要注释细胞内过程,而且在很长一段时间内。组织细胞或肿瘤异质性的巨大水平,即使是同一类型的,决定了在单个细胞水平上分析生物系统的必要性。这些研究涉及获得数十的分子特征,如果不是成千上万的单个细胞,包括他们的整个蛋白质组。提供高分辨率和质量测量精度的质谱技术的发展,预测色谱,基于人工智能算法的离子迁移和蛋白质组数据处理的肽分离新方法,如果不是激进的,增加了整个蛋白质组分析的通量,并导致了超快蛋白质组学新概念的实施。在过去几年中所做的工作已经证明了蛋白质组范围的分析吞吐量,每天有几百个样本,深度为几千个蛋白质,三四年前无法想象的水平。审查审查了这些发展的背景,以及实现整个蛋白质组超快分析的现代方法和方法。
    Current stage of proteomic research in the field of biology, medicine, development of new drugs, population screening, or personalized approaches to therapy dictates the need to analyze large sets of samples within the reasonable experimental time. Until recently, mass spectrometry measurements in proteomics were characterized as unique in identifying and quantifying cellular protein composition, but low throughput, requiring many hours to analyze a single sample. This was in conflict with the dynamics of changes in biological systems at the whole cellular proteome level upon the influence of external and internal factors. Thus, low speed of the whole proteome analysis has become the main factor limiting developments in functional proteomics, where it is necessary to annotate intracellular processes not only in a wide range of conditions, but also over a long period of time. Enormous level of heterogeneity of tissue cells or tumors, even of the same type, dictates the need to analyze biological systems at the level of individual cells. These studies involve obtaining molecular characteristics for tens, if not hundreds of thousands of individual cells, including their whole proteome profiles. Development of mass spectrometry technologies providing high resolution and mass measurement accuracy, predictive chromatography, new methods for peptide separation by ion mobility and processing of proteomic data based on artificial intelligence algorithms have opened a way for significant, if not radical, increase in the throughput of whole proteome analysis and led to implementation of the novel concept of ultrafast proteomics. Work done just in the last few years has demonstrated the proteome-wide analysis throughput of several hundred samples per day at a depth of several thousand proteins, levels unimaginable three or four years ago. The review examines background of these developments, as well as modern methods and approaches that implement ultrafast analysis of the entire proteome.
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  • 文章类型: Journal Article
    背景:基于质谱(MS)的蛋白质组学是鉴定和定量蛋白质的强大工具。然而,由同一分离窗口内多个前体的片段化引起的嵌合谱削弱了肽鉴定和基于等量异位质量标签的定量的准确性。虽然在嵌合光谱的计算反卷积和通过离子迁移率或通过MSn进一步分离肽的方法方面取得了进展,使用较窄的隔离窗口来减少嵌合物种的比例仍有待充分探索。
    结果:我们介绍了在SCIEXTripleTOF仪器上获得的结果,其中四极杆进行了优化和调整,以在0.1Da(FWHH)下进行前体分离。使用三蛋白质组模型(来自酵母的蛋白质裂解物的胰蛋白酶消化,人和大肠杆菌)和8-plexiTRAQ标记以记录干扰效应,我们研究了共碎裂对光谱纯度的影响,识别精度和量化精度。窄四极隔离窗口显著提高了光谱纯度,降低了非目标前体对定量精度的干扰。高分辨率隔离策略还减少了由嵌合光谱引起的错误鉴定的数量。虽然这些改进是以灵敏度损失为代价的,将高分辨率隔离与其他先进技术相结合,包括离子迁移率,可能会提高识别和量化的准确性。
    结论:与标准分辨率四极隔离(0.7Da)相比,高分辨率四极杆隔离(0.1Da)显着提高了光谱纯度和定量精度,同时减少了由嵌合光谱引起的潜在错误鉴定的数量,因此显示出进一步开发分析临床蛋白质组学样品的巨大潜力,为此,高精度是必不可少的。
    BACKGROUND: Mass spectrometry (MS)-based proteomics is a powerful tool for identifying and quantifying proteins. However, chimeric spectra caused by the fragmentation of multiple precursors within the same isolation window impair the accuracy of peptide identification and isobaric mass tag-based quantification. While there have been advances in computational deconvolution of chimeric spectra and methods to further separate the peptides by ion mobility or through MSn, the use of narrower isolation windows to decrease the fraction of chimeric species remains to be fully explored.
    RESULTS: We present results obtained on a SCIEX TripleTOF instrument where the quadrupole was optimized and tuned for precursor isolation at 0.1 Da (FWHH). Using a three-proteome model (trypsin digest of protein lysates from yeast, human and E. coli) and 8-plex iTRAQ labeling to document the interference effect, we investigated the impact of co-fragmentation on spectral purity, identification accuracy and quantification accuracy. The narrow quadrupole isolation window significantly improved the spectral purity and reduced the interference of non-target precursors on quantification accuracy. The high-resolution isolation strategy also reduced the number of false identifications caused by chimeric spectra. While these improvements came at the cost of sensitivity loss, combining high-resolution isolation with other advanced techniques, including ion mobility, may result in improved accuracy in identification and quantification.
    CONCLUSIONS: Compared to standard-resolution quadrupole isolation (0.7 Da), high-resolution quadrupole isolation (0.1 Da) significantly improved the spectral purity and quantification accuracy while reducing the number of potential false identifications caused by chimeric spectra, thus showing excellent potential for further development to analyze clinical proteomics samples, for which high accuracy is essential.
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  • 文章类型: Journal Article
    背景:克氏锥虫通过属于Triatominae亚家族的嗜血虫子传播给人类。它的矢量内循环是复杂的,并且仅发生在昆虫的中肠中。解剖消化道内寄生虫与其载体之间的串扰所涉及的元素应该提供新的靶标,以中断寄生虫的生命周期并影响矢量能力。这些相互作用是由寄生虫用来感染和利用其宿主的策略形成的,和宿主的反应,旨在检测和消除寄生虫。当前研究的目的是表征T.cruzi在其矢量中的建立对中肠动力学的影响。
    方法:在本研究中,我们使用高通量定量蛋白质组学方法评估了克氏毛虫感染对感染后6小时和24小时模型昆虫Rhodniusprolixus中肠前肠内蛋白表达的影响.
    结果:摄入后不久,寄生虫通过上调218种蛋白质来调节消化上皮的蛋白质组,并对涉及广泛细胞功能的11种蛋白质的表达产生负面影响,由于它们在细胞代谢和体内平衡中的重要作用,其中许多是关键的。这种快速反应强调了寄生虫对媒介细胞机器的复杂操纵。此外,对寄生虫立即诱导的蛋白质的更深入的分析揭示了线粒体蛋白质的明显优势,从而改变了该细胞器的亚蛋白质组景观。这包括参与ATP生成的呼吸链的各种复合物。除了线粒体代谢失调,大量的解毒蛋白质,如抗氧化酶和P450细胞色素,立即被寄生虫诱导,强调应激反应。
    结论:这项研究首次说明了与T.cruzi接触后消化上皮的反应,以及寄生虫对线粒体亚蛋白质组的改变。这种对载体生理学的操纵可归因于寄生虫对信号通路的级联激活。理解这一回应的要素,以及它的触发器,可能是控制美国锥虫病传播的创新策略的基础,例如开发旨在破坏寄生虫增殖和在Triatomine载体内传播的有针对性的干预措施。
    BACKGROUND: Trypanosoma cruzi is transmitted to humans by hematophagous bugs belonging to the Triatominae subfamily. Its intra-vectorial cycle is complex and occurs exclusively in the insect\'s midgut. Dissecting the elements involved in the cross-talk between the parasite and its vector within the digestive tract should provide novel targets for interrupting the parasitic life cycle and affecting vectorial competence. These interactions are shaped by the strategies that parasites use to infect and exploit their hosts, and the host\'s responses that are designed to detect and eliminate parasites. The objective of the current study is to characterize the impact of T. cruzi establishment within its vector on the dynamics of its midgut.
    METHODS: In this study, we evaluated the impact of T. cruzi infection on protein expression within the anterior midgut of the model insect Rhodnius prolixus at 6 and 24 h post-infection (hpi) using high-throughput quantitative proteomics.
    RESULTS: Shortly after its ingestion, the parasite modulates the proteome of the digestive epithelium by upregulating 218 proteins and negatively affecting the expression of 11 proteins involved in a wide array of cellular functions, many of which are pivotal due to their instrumental roles in cellular metabolism and homeostasis. This swift response underscores the intricate manipulation of the vector\'s cellular machinery by the parasite. Moreover, a more in-depth analysis of proteins immediately induced by the parasite reveals a pronounced predominance of mitochondrial proteins, thereby altering the sub-proteomic landscape of this organelle. This includes various complexes of the respiratory chain involved in ATP generation. In addition to mitochondrial metabolic dysregulation, a significant number of detoxifying proteins, such as antioxidant enzymes and P450 cytochromes, were immediately induced by the parasite, highlighting a stress response.
    CONCLUSIONS: This study is the first to illustrate the response of the digestive epithelium upon contact with T. cruzi, as well as the alteration of mitochondrial sub-proteome by the parasite. This manipulation of the vector\'s physiology is attributable to the cascade activation of a signaling pathway by the parasite. Understanding the elements of this response, as well as its triggers, could be the foundation for innovative strategies to control the transmission of American trypanosomiasis, such as the development of targeted interventions aimed at disrupting parasite proliferation and transmission within the triatomine vector.
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  • 文章类型: Journal Article
    耐药性是晚期胆管癌(CCA)医治中的主要挑衅。了解耐药性的机制可以帮助识别新的预后生物标志物和治疗靶标以提高治疗功效。本研究建立了5-氟尿嘧啶-(5-FU)和吉西他滨耐药的CCA细胞系,KKU-213FR和KKU-213GR,并利用比较蛋白质组学鉴定与亲本细胞相比,耐药细胞中差异表达的蛋白质。此外,进行了生物信息学分析,以探讨关键蛋白的生物学和临床意义。确认了KKU-213FR和KKU-213GR细胞系的耐药表型。此外,这些细胞表现出增强的迁移和侵袭能力。蛋白质组学分析确定了81种在耐药细胞中差异表达的蛋白质,主要与绑定函数有关,生物调节,和代谢过程。蛋白质-蛋白质相互作用分析揭示了一个高度互联的网络,涉及MET,LAMB1、ITGA3、NOTCH2、CDH2和NDRG1。在耐药细胞系中这些基因的siRNA介导的敲减减弱了细胞迁移和细胞侵袭能力,并增加了对5-FU和吉西他滨的敏感性。这些基因的mRNA表达在CCA患者样品中上调,并且与胃肠癌中的不良预后相关。此外,这些蛋白的功能与上皮间质转化(EMT)途径密切相关。这些发现阐明了CCA耐药和肿瘤进展的潜在分子机制。提供对潜在治疗目标的见解。
    Drug resistance is a major challenge in the treatment of advanced cholangiocarcinoma (CCA). Understanding the mechanisms of drug resistance can aid in identifying novel prognostic biomarkers and therapeutic targets to improve treatment efficacy. This study established 5-fluorouracil- (5-FU) and gemcitabine-resistant CCA cell lines, KKU-213FR and KKU-213GR, and utilized comparative proteomics to identify differentially expressed proteins in drug-resistant cells compared to parental cells. Additionally, bioinformatics analyses were conducted to explore the biological and clinical significance of key proteins. The drug-resistant phenotypes of KKU-213FR and KKU-213GR cell lines were confirmed. In addition, these cells demonstrated increased migration and invasion abilities. Proteomics analysis identified 81 differentially expressed proteins in drug-resistant cells, primarily related to binding functions, biological regulation, and metabolic processes. Protein-protein interaction analysis revealed a highly interconnected network involving MET, LAMB1, ITGA3, NOTCH2, CDH2, and NDRG1. siRNA-mediated knockdown of these genes in drug-resistant cell lines attenuated cell migration and cell invasion abilities and increased sensitivity to 5-FU and gemcitabine. The mRNA expression of these genes is upregulated in CCA patient samples and is associated with poor prognosis in gastrointestinal cancers. Furthermore, the functions of these proteins are closely related to the epithelial-mesenchymal transition (EMT) pathway. These findings elucidate the potential molecular mechanisms underlying drug resistance and tumor progression in CCA, providing insights into potential therapeutic targets.
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  • 文章类型: Journal Article
    这项工作研究了从经过各种温度处理的山羊奶中获得的乳清蛋白的功能变化。超高温瞬时灭菌(UHTIS)造成的伤害比普通低温小,而喷雾干燥处理具有相反的效果。在UHTIS和对照治疗组中总共鉴定出426种蛋白质,包括386种常见蛋白质和16种和14种独特的蛋白质。UHTIS处理上调55种乳清蛋白,同时下调98种。UHTIS处理的乳清蛋白可以上调三种代谢途径,但下调一种。总的来说,与常见的低温处理相比,UHTIS仅轻微影响来自山羊奶的乳清蛋白的组成和功能。
    This work investigated the functional changes in whey proteins obtained from goat milk subject to various temperature treatments. Ultra-high temperature instantaneous sterilization (UHTIS) caused less damage than the common low-temperature, whereas spray-drying treatment had the opposite effect. A total of 426 proteins were identified in UHTIS and control treatment groups, including 386 common proteins and 16 and 14 unique proteins. The UHTIS treatment upregulated 55 whey proteins while down-regulated 98. The UHTIS-treated whey proteins may upregulate three metabolic pathways but downregulate one. Overall, UHTIS only slightly impacted the composition and functions of whey proteins from goat milk compared to the common low-temperature treatments.
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  • 文章类型: Journal Article
    背景:肝内胆汁淤积的孕妇有胎儿窘迫的高风险,早产和意外死产。妊娠期肝内胆汁淤积症(ICP)主要由胆汁酸代谢紊乱引起,而具体机制是模糊的。
    方法:我们通过数据独立采集(DIA)技术对10个ICP标本和10个无ICP患者胎盘标本进行了蛋白质组学分析,以揭示差异表达的蛋白质。我们通过UPLC-MS/MS对来自无ICP患者的30个ICP标本和30个胎盘标本进行了代谢组学分析,以鉴定差异表达的代谢物。使用富集和相关性分析来获得ICP发展的直接分子见解。构建ICP大鼠模型以验证病理特征。
    结果:蛋白质组学分析的热图显示了前30个上调和30个下调的蛋白质。代谢组学分析显示,与无ICP患者的胎盘样本相比,ICP样本中有20种更丰富的代谢物和4种更少的代谢物。这些代谢物的富集途径包括初级胆汁酸生物合成,胆固醇代谢,胆汁分泌,烟酸和烟酰胺代谢,嘌呤代谢和代谢途径。对多个组学结果的联合分析表明,胆汁酸如甘胆酸,甘氨酸脱氧胆酸,β-Muricholic酸,非胆酸,胆酸,γ-甲胆酸,α-Muricholic酸和甘牛脱氧胆酸Aicd与GLRX3,MYL1,MYH7,PGGT1B的表达显着相关,ACTG1,SP3,LACTB2,C2CD5,APBB2,IPO9,MYH2,PPP3CC,PIN1、BLOC1S1、DNAJC7、RASAL2和ATCN3等。核心蛋白ACAT2参与脂质代谢过程,动物模型显示ACAT2在孕鼠和胎鼠胎盘和肝脏中表达上调。新生儿出生体重低,SafraninO-FastGreenFCF染色动物模型显示胎鼠成骨和软骨分化差。
    结论:多种代谢物-α-Muricholic酸,β-Muricholic酸,甘氨酸脱氧胆酸和甘氨酸脱氧胆酸等。是预测ICP发生的完美生物标志物。胆汁酸与各种蛋白质表达显着相关,并且这些蛋白质在ICP样品中差异表达。我们的研究为ICP检测提供了几种生物标志物,并为ICP开发提供了潜在的治疗靶标。
    BACKGROUND: The pregnant women with intrahepatic cholestasis were at high risk of fetal distress, preterm birth and unexpected stillbirth. Intrahepatic cholestasis of pregnancy (ICP) was mainly caused by disorder of bile acid metabolism, whereas the specific mechanism was obscure.
    METHODS: We performed proteomics analysis of 10 ICP specimens and 10 placenta specimens from patients without ICP through data-independent acquisition (DIA) technique to disclose differentially expressed proteins. We executed metabolomic analysis of 30 ICP specimens and 30 placenta specimens from patients without ICP through UPLC-MS/MS to identify differentially expressed metabolites. Enrichment and correlation analysis was used to obtain the direct molecular insights of ICP development. The ICP rat models were constructed to validate pathological features.
    RESULTS: The heatmap of proteomics analysis showed the top 30 up-regulated and 30 down-regulated proteins. The metabolomic analysis revealed 20 richer and 4 less abundant metabolites in ICP samples compared with placenta specimens from patients without ICP, and enrichment pathways by these metabolites included primary bile acid biosynthesis, cholesterol metabolism, bile secretion, nicotinate and nicotinamide metabolism, purine metabolism and metabolic pathways. Combined analysis of multiple omics results demonstrated that bile acids such as Glycohyocholic acid, Glycine deoxycholic acid, beta-Muricholic acid, Noncholic acid, cholic acid, Gamma-Mercholic Acid, alpha-Muricholic acid and Glycochenodeoxycholic Aicd were significantly associated with the expression of GLRX3, MYL1, MYH7, PGGT1B, ACTG1, SP3, LACTB2, C2CD5, APBB2, IPO9, MYH2, PPP3CC, PIN1, BLOC1S1, DNAJC7, RASAL2 and ATCN3 etc. The core protein ACAT2 was involved in lipid metabolic process and animal model showed that ACAT2 was up-regulated in placenta and liver of pregnant rats and fetal rats. The neonates had low birth weight and Safranin O-Fast green FCF staining of animal models showed that poor osteogenic and chondrogenic differentiation of fetal rats.
    CONCLUSIONS: Multiple metabolites-alpha-Muricholic acid, beta-Muricholic acid, Glycine deoxycholic acid and Glycochenodeoxycholic Acid etc. were perfect biomarkers to predict occurrence of ICP. Bile acids were significantly associated with varieties of protein expression and these proteins were differentially expressed in ICP samples. Our study provided several biomarkers for ICP detection and potential therapeutic targets for ICP development.
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  • 文章类型: Journal Article
    环境温度的降低代表了对心血管系统的挑战。为了深入了解冷暴露和冷适应过程中发生的细胞变化,我们对斑马鱼的心脏磷酸蛋白质组和蛋白质组进行了表征。从27oC暴露于20oC24小时或一周后;或在从27oC适应到20oC的六周期间的多个时间点。我们的结果表明,冷暴露导致丝裂原活化蛋白激酶信号的增加,拉伸敏感途径的激活,通过泛素依赖性途径的细胞重塑,以及调节肌丝结构和功能的蛋白质(包括结蛋白和肌钙蛋白T)的磷酸化状态的变化。冷适应(2-6周)导致随着时间的推移电子传递链的多个组成部分减少,但是脂质运输的蛋白质增加,脂质代谢,将多不饱和脂肪酸掺入膜和蛋白质周转。例如,载脂蛋白C水平升高,前列腺素还原酶-3和过量基因座蛋白4,参与脂质运输,脂质代谢,和脂质膜重塑。ill的手术运动表明,冷适应过程中的氧气利用率降低。相对于体重和身体状况消耗的食物量均不受适应影响。这些结果表明,虽然氧气吸收减少,能量稳态得以维持。这项研究强调,斑马鱼对温度下降的反应是随时间变化的,并且对蛋白质组学反应的投资随着暴露时间的延长而增加。
    A decrease in environmental temperature represents a challenge to the cardiovascular system of ectotherms. To gain insight into the cellular changes that occur during cold exposure and cold acclimation we characterized the cardiac phosphoproteome and proteome of zebrafish following 24 h or one week exposure to 20 oC from 27 oC; or at multiple points during six weeks of acclimation to 20 oC from 27 oC. Our results indicate that cold exposure causes an increase in mitogen-activated protein kinase signaling, the activation of stretch sensitive pathways, cellular remodeling via ubiquitin-dependent pathways, and changes to the phosphorylation state of proteins that regulate myofilament structure and function including desmin and troponin T. Cold acclimation (2-6 weeks) led to a decrease in multiple components of the electron transport chain through time, but an increase in proteins for lipid transport, lipid metabolism, the incorporation of polyunsaturated fatty acids into membranes and protein turnover. For example, there was an increase in the levels of apolipoprotein C, prostaglandin reductase-3, and surfeit locus protein 4, involved in lipid transport, lipid metabolism, and lipid membrane remodeling. Gill opercular movements suggests that oxygen utilization during cold acclimation is reduced. Neither the amount of food consumed relative to body mass nor body condition were affected by acclimation. These results suggest that while oxygen uptake was reduced, energy homeostasis was maintained. This study highlights that the response of zebrafish to a decrease in temperature is dynamic through time and that investment in the proteomic response increases with the duration of exposure.
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  • 文章类型: Journal Article
    研究冠状动脉钙化(CAC)的新型分子标志物的蛋白质组学研究很少。本研究比较了重症CAC和非CAC患者血清中的蛋白表达。
    通过基于数据非依赖性采集(DIA)的蛋白质组学技术筛选了30例严重CAC患者和30例匹配对照的血清。生物信息学分析工具用于分析差异表达蛋白质的潜在分子机制。在独立队列中通过酶联免疫吸附测定(ELISA)进一步验证候选蛋白。受试者工作特征(ROC)曲线用于评估候选蛋白质的诊断能力。
    在110种鉴定的蛋白质中,81的表达显著上调,而有和没有CAC的患者中有29种蛋白质下调(倍数变化≥1.5;p<0.05)。生物信息学分析表明,差异蛋白参与补体和凝血级联反应,血小板活化,肌动蛋白细胞骨架的调节,或糖酵解/糖异生途径。进一步验证显示血清补体C5(C5)、纤维蛋白原γ(FGG),丙酮酸激酶同工型M2(PKM2),和原肌球蛋白4(TPM4)与蛋白质组学发现一致,这可以区分CAC和非CAC患者。
    这项研究表明,血清C5,FGG,PKM2和TPM4蛋白与严重CAC相关。这些蛋白质可以被开发为预测冠状动脉钙化的生物标志物。
    UNASSIGNED: Proteomic studies investigating novel molecular markers of coronary artery calcification (CAC) are scarce.This study compared the protein expression in the serum of patients with severe CAC and non-CAC.
    UNASSIGNED: The serum from 30 patients with severe CAC and 30 matched-controls were screened by data-independent acquisition(DIA)-based proteomic technology. Bioinformatics analysis tools were used to analyze the underlying molecular mechanisms of the differentially expressed proteins. Candidate proteins were further validated by an enzyme-linked immunosorbent assay (ELISA) in an independent cohort. A receiver operating characteristic (ROC) curve was used to estimate the diagnostic power of the candidate proteins.
    UNASSIGNED: Among the 110 identified proteins, the expression of 81 was significantly upregulated, whereas 29 proteins were downregulated (fold change ≥ 1.5; p < 0.05) between patients with and without CAC. Bioinformatics analysis indicated that the differential proteins are involved in complement and coagulation cascades, platelet activation, regulation of actin cytoskeleton, or glycolysis/gluconeogenesis pathways. Further verification showed that serum levels of complement C5 (C5), fibrinogen gamma (FGG), pyruvate kinase isoform M2 (PKM2), and tropomyosin 4 (TPM4) were consistent with the proteomic findings, which could allow discrimination between CAC and non-CAC patients.
    UNASSIGNED: This study revealed that high serum levels of serum C5, FGG, PKM2, and TPM4 proteins were linked to severe CAC. These proteins may be developed as biomarkers to predict coronary calcification.
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  • 文章类型: Journal Article
    离子迁移质谱最近在蛋白质组学中变得越来越流行,特别是因为BrukertimsTOF仪器已在蛋白质组学设施中发现了重要的应用。Bruker的离子迁移率维度的实现产生了大量的质谱数据,这些数据需要精心设计的软件来提取有意义的信息并以合理的速度执行处理任务。在历史性的举动中,布鲁克公司决定通过向公众发布timsTOF数据文件格式规范来利用科学软件开发社区的技能。作为一个蛋白质组学机构,几十年来一直在开发免费开源软件(FOSS)解决方案,我们利用这个机会实施了第一个FOSS蛋白质组学完整解决方案来本地读取timsTOF数据,低级处理它们,并在集成的定量蛋白质组学软件环境中探索它们。我们将我们的软件称为i2MassChroQ,因为它实现了(肽)鉴定-(蛋白质)推断-质量-色谱-定量处理工作流程。本文报告的软件基准测试结果表明,i2MassChroQ在两个关键特征上比竞争软件表现更好:(1)特征提取能力和(2)蛋白质定量动态范围。总之,i2MassChroQ产生了更好的定量蛋白质数量,在技术复制MS运行设置和差异蛋白质丰度分析设置中。
    Ion mobility mass spectrometry has become popular in proteomics lately, in particular because the Bruker timsTOF instruments have found significant adoption in proteomics facilities. The Bruker\'s implementation of the ion mobility dimension generates massive amounts of mass spectrometric data that require carefully designed software both to extract meaningful information and to perform processing tasks at reasonable speed. In a historical move, the Bruker company decided to harness the skills of the scientific software development community by releasing to the public the timsTOF data file format specification. As a proteomics facility that has been developing Free Open Source Software (FOSS) solutions since decades, we took advantage of this opportunity to implement the very first FOSS proteomics complete solution to natively read the timsTOF data, low-level process them, and explore them in an integrated quantitative proteomics software environment. We dubbed our software i2MassChroQ because it implements a (peptide)identification-(protein)inference-mass-chromatogram-quantification processing workflow. The software benchmarking results reported in this paper show that i2MassChroQ performed better than competing software on two critical characteristics: (1) feature extraction capability and (2) protein quantitative dynamic range. Altogether, i2MassChroQ yielded better quantified protein numbers, both in a technical replicate MS runs setting and in a differential protein abundance analysis setting.
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  • 文章类型: Journal Article
    棉花叶斗是棉花的主要害虫,在树叶中造成料斗燃烧。在这项研究中,NDLH2010(抗性)和LRA5166(易感)的比较蛋白质组学分析,感染了叶斗,使用纳米LC-MS/MS方法。总共1402种蛋白质在受叶漏斗感染的植物和对照植物之间存在显着差异。抗性和易感基因型的差异表达蛋白(DEP)分别为743和659。DEP的功能注释表明,DEP主要与应激反应有关,激素合成,光合作用,细胞壁,和次生代谢产物。值得注意的是,DEP如多酚氧化酶,羧肽酶,热休克蛋白,还检测到与环境应激反应相关的蛋白BTR1样亚型X2,伴侣蛋白ClpB1和β葡萄糖苷酶因子。定量实时PCR(qRT-PCR)分析证实了所有基因的蛋白质丰度和转录本之间的正相关。总的来说,本研究提供了与棉花防御叶斗反应相关的分子机制。重要声明:棉花,天然纤维,作为纺织工业的原材料,从而在全球经济中具有重要意义。棉花生产部门受到生物和非生物胁迫的极大影响。棉叶漏斗(Amrascabiguttulabiguttula(石田))是多食昆虫,正在成为棉花作物的主要树液饲喂害虫。以树液为食的昆虫对棉株的持续猛攻产生不利影响,与叶料斗可能导致产量下降高达50%。因此,理解棉花和叶料斗之间的分子相互作用,在蛋白质组水平上阐明,有望制定更有效的虫害管理策略。这种方法具有提供见解的潜力,有助于开发抗叶斗棉花品种。
    The cotton leaf hopper is a major pest in cotton, causing a hopper burn in leaves. In this study, a comparative proteomic analysis of NDLH2010 (Resistant) and LRA5166 (Susceptible), infected with leaf hopper, was employed using a nano LC-MS/MS approach. A total of 1402 proteins varied significantly between leaf hopper-infected and control plants. The resistant and susceptible genotypes had differentially expressed proteins (DEPs) of 743 and 659, respectively. Functional annotation of DEPs revealed that the DEPs were primarily associated with stress response, hormone synthesis, photosynthesis, cell wall, and secondary metabolites. Notably, DEPs such as polyphenol oxidase, carboxypeptidase, heat shock proteins, protein BTR1-like isoform X2, chaperone protein ClpB1, and β glucosidase factors associated with environmental stress response were also detected. Quantitative real-time PCR (qRT-PCR) analysis confirmed a positive correlation between protein abundances and transcripts for all genes. Collectively, this study provides the molecular mechanisms associated with cotton defense responses against leaf hopper. SIGNIFICANCE STATEMENT: Cotton, a natural fiber, assumes a pivotal role as a raw material for textile industries, thereby bearing significant importance in the global economy. The cotton production sector is considerably affected by both biotic and abiotic stresses. The cotton leaf hopper (Amrasca biguttula biguttula (Ishida)) stands as a polyphagous insect, emerging as a dominant sap-feeding pest of the cotton crop. The continuous onslaught of sap-feeding insects on cotton plants has a detrimental impact, with leaf hoppers potentially causing yield reductions of up to 50%. Therefore, comprehending the molecular interplay between cotton and leaf hopper, elucidated at the proteome level, holds promise for more effective pest management strategies. This approach holds the potential to offer insights that contribute to the development of leaf hopper-resistant cotton varieties.
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