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Comparative proteomic study reveals the molecular aspects of delayed ocular symptoms induced by sulfur mustard. 比较蛋白质组学研究揭示了硫芥致眼部迟发性症状的分子机制。
Pub Date : 2015-01-01 Epub Date: 2015-01-21 DOI: 10.1155/2015/659241
Zaiddodine Pashandi, Neda Saraygord-Afshari, Hossein Naderi-Manesh, Mostafa Naderi

Objective. Sulfur mustard (SM) is a highly reactive alkylating agent which produces ocular, respiratory, and skin damages. Eyes are the most sensitive organ to SM due to high intrinsic metabolic and rapid turnover rate of corneal epithelium and aqueous-mucous interfaces of the cornea and conjunctiva. Here we investigate underlying molecular mechanism of SM exposure delayed effects which is still a controversial issue after about 30 years. Materials and Methods. Following ethical approval, we have analyzed serum proteome of ten severe SM exposed male patients with delayed eye symptoms with two-dimensional electrophoresis followed by matrix-assisted laser desorption/ionization time-of-flight/time-of-flight mass spectrometry. The western blotting was used to confirm the proteins that have been identified. Results. We have identified thirteen proteins including albumin, haptoglobin, and keratin isoforms as well as immunoglobulin kappa chain which showed upregulation while transferrin and alpha 1 antitrypsin revealed downregulation in these patients in comparison with healthy control group. Conclusions. Our results elevated participation of free iron circulatory imbalance and local matrix-metalloproteinase activity in development of delayed ocular symptoms induced by SM. It demonstrates that SM induced systemic toxicity leads to some serum protein changes that continually and gradually exacerbate the ocular surface injuries.

目标。硫芥(SM)是一种高活性的烷基化剂,对眼睛、呼吸和皮肤造成伤害。眼睛是对SM最敏感的器官,因为角膜上皮的高内在代谢和快速更新率以及角膜和结膜的水-粘液界面。在此,我们探讨了SM暴露延迟效应的潜在分子机制,这一问题在近30年来仍然存在争议。材料与方法。经伦理批准,我们用二维电泳和基质辅助激光解吸/电离飞行时间/飞行时间质谱分析了10例严重SM暴露的延迟眼部症状男性患者的血清蛋白质组。western blotting用于确认已鉴定的蛋白。结果。我们发现,与健康对照组相比,这些患者的白蛋白、触珠蛋白和角蛋白亚型以及免疫球蛋白kappa链等13种蛋白出现上调,而转铁蛋白和α 1抗胰蛋白酶出现下调。结论。我们的研究结果提高了游离铁循环失衡和局部基质金属蛋白酶活性在SM引起的延迟眼部症状发展中的作用。说明SM引起的全身毒性可导致一些血清蛋白的变化,这些变化可持续和逐渐加重眼表损伤。
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引用次数: 6
Quantitative Proteomics and Lipidomics Analysis of Endoplasmic Reticulum of Macrophage Infected with Mycobacterium tuberculosis. 结核分枝杆菌感染巨噬细胞内质网定量蛋白质组学和脂质组学分析。
Pub Date : 2015-01-01 Epub Date: 2015-02-16 DOI: 10.1155/2015/270438
Najmuddin Mohd Saquib, Shilpa Jamwal, Mukul Kumar Midha, Hirdya Narain Verma, Venkatasamy Manivel

Even though endoplasmic reticulum (ER) stress associated with mycobacterial infection has been well studied, the molecular basis of ER as a crucial organelle to determine the fate of Mtb is yet to be established. Here, we have studied the ability of Mtb to manipulate the ultrastructural architecture of macrophage ER and found that the ER-phenotypes associated with virulent (H37Rv) and avirulent (H37Ra) strains were different: a rough ER (RER) with the former against a smooth ER (SER) with the later. Further, the functional attributes of these changes were probed by MS-based quantitative proteomics (133 ER proteins) and lipidomics (8 phospholipids). Our omics approaches not only revealed the host pathogen cross-talk but also emphasized how precisely Mtb uses proteins and lipids in combination to give rise to characteristic ER-phenotypes. H37Ra-infected macrophages increased the cytosolic Ca(2+) levels by attenuating the ATP2A2 protein and simultaneous induction of PC/PE expression to facilitate apoptosis. However, H37Rv inhibited apoptosis and further controlled the expression of EST-1 and AMRP proteins to disturb cholesterol homeostasis resulting in sustained infection. This approach offers the potential to decipher the specific roles of ER in understanding the cell biology of mycobacterial infection with special reference to the impact of host response.

尽管与分枝杆菌感染相关的内质网(ER)应激已经得到了很好的研究,但内质网作为决定结核分枝杆菌命运的关键细胞器的分子基础尚未确定。在这里,我们研究了Mtb操纵巨噬细胞ER超微结构的能力,发现与毒性(H37Rv)和无毒(H37Ra)菌株相关的ER表型不同:前者是粗糙的ER (RER),后者是光滑的ER (SER)。此外,通过MS-based定量蛋白质组学(133种ER蛋白)和脂质组学(8种磷脂)研究了这些变化的功能属性。我们的组学方法不仅揭示了宿主病原体的串扰,而且强调了结核分枝杆菌如何精确地使用蛋白质和脂质组合来产生特征性的er表型。h37ra感染的巨噬细胞通过减弱ATP2A2蛋白,同时诱导PC/PE表达,增加胞内Ca(2+)水平,促进细胞凋亡。然而,H37Rv抑制细胞凋亡,进一步控制EST-1和AMRP蛋白的表达,扰乱胆固醇稳态,导致持续感染。这种方法提供了破译内质网在理解分枝杆菌感染的细胞生物学中的特定作用的潜力,特别是对宿主反应的影响。
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引用次数: 18
SILAC-Based Quantitative Proteomic Analysis of Diffuse Large B-Cell Lymphoma Patients. 基于silac的弥漫性大b细胞淋巴瘤患者定量蛋白质组学分析。
Pub Date : 2015-01-01 Epub Date: 2015-04-28 DOI: 10.1155/2015/841769
Ulla Rüetschi, Martin Stenson, Sverker Hasselblom, Herman Nilsson-Ehle, Ulrika Hansson, Henrik Fagman, Per-Ola Andersson

Diffuse large B-cell lymphoma (DLBCL), the most common lymphoma, is a heterogeneous disease where the outcome for patients with early relapse or refractory disease is very poor, even in the era of immunochemotherapy. In order to describe possible differences in global protein expression and network patterns, we performed a SILAC-based shotgun (LC-MS/MS) quantitative proteomic analysis in fresh-frozen tumor tissue from two groups of DLBCL patients with totally different clinical outcome: (i) early relapsed or refractory and (ii) long-term progression-free patients. We could identify over 3,500 proteins; more than 1,300 were quantified in all patients and 87 were significantly differentially expressed. By functional annotation analysis on the 66 proteins overexpressed in the progression-free patient group, we found an enrichment of proteins involved in the regulation and organization of the actin cytoskeleton. Also, five proteins from actin cytoskeleton regulation, applied in a supervised regression analysis, could discriminate the two patient groups. In conclusion, SILAC-based shotgun quantitative proteomic analysis appears to be a powerful tool to explore the proteome in DLBCL tumor tissue. Also, as progression-free patients had a higher expression of proteins involved in the actin cytoskeleton protein network, such a pattern indicates a functional role in the sustained response to immunochemotherapy.

弥漫性大b细胞淋巴瘤(DLBCL)是最常见的淋巴瘤,是一种异质性疾病,即使在免疫化疗时代,早期复发或难治性疾病患者的预后也很差。为了描述全局蛋白表达和网络模式的可能差异,我们对两组临床结果完全不同的DLBCL患者(i)早期复发或难治性和(ii)长期无进展患者)的新鲜冷冻肿瘤组织进行了基于silac的霰弹枪(LC-MS/MS)定量蛋白质组学分析。我们可以识别3500多种蛋白质;在所有患者中,有1300多个基因被量化,其中87个基因有显著差异表达。通过对无进展患者组中66个过表达蛋白的功能注释分析,我们发现参与肌动蛋白细胞骨架调节和组织的蛋白富集。此外,在监督回归分析中应用肌动蛋白细胞骨架调节的五种蛋白质可以区分两组患者。总之,基于silac的散弹枪定量蛋白质组学分析似乎是探索DLBCL肿瘤组织中蛋白质组学的有力工具。此外,由于无进展患者具有较高的肌动蛋白细胞骨架蛋白网络相关蛋白表达,这种模式表明在免疫化疗的持续反应中具有功能性作用。
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引用次数: 16
In-depth profiling of the peripheral blood mononuclear cells proteome for clinical blood proteomics. 深入分析外周血单个核细胞蛋白质组用于临床血液蛋白质组学。
Pub Date : 2014-01-01 Epub Date: 2014-03-03 DOI: 10.1155/2014/129259
Saša Končarević, Christopher Lößner, Karsten Kuhn, Thorsten Prinz, Ian Pike, Hans-Dieter Zucht

Peripheral blood mononuclear cells (PBMCs) are an easy accessible cellular part of the blood organ and, along with platelets, represent the only site of active gene expression in blood. These cells undergo immunophenotypic changes in various diseases and represent a peripheral source of monitoring gene expression and posttranslational modifications relevant to many diseases. Little is known about the source of many blood proteins and we hypothesise that release from PBMCs through active and passive mechanisms may account for a substantial part of the plasma proteome. The use of state-of-the-art proteomic profiling methods in PBMCs will enable minimally invasive monitoring of disease progression or response to treatment and discovery of biomarkers. To achieve this goal, detailed mapping of the PBMC proteome using a sensitive, robust, and quantitative methodological setup is required. We have applied an indepth gel-free proteomics approach using tandem mass tags (TMT), unfractionated and SCX fractionated PBMC samples, and LC-MS/MS with various modulations. This study represents a benchmark in deciphering the PBMC proteome as we provide a deep insight by identifying 4129 proteins and 25503 peptides. The identified proteome defines the scope that enables PBMCs to be characterised as cellular major biomarker pool within the blood organ.

外周血单核细胞(Peripheral blood mononuclear cells, pmcs)是血液器官中易于接近的细胞部分,与血小板一样,是血液中基因表达活跃的唯一部位。这些细胞在各种疾病中经历免疫表型变化,并代表了监测与许多疾病相关的基因表达和翻译后修饰的外围来源。对许多血液蛋白的来源知之甚少,我们假设通过主动和被动机制从pbmc释放可能占血浆蛋白质组的很大一部分。在pbmc中使用最先进的蛋白质组学分析方法将使疾病进展或治疗反应的微创监测和生物标志物的发现成为可能。为了实现这一目标,需要使用敏感,稳健和定量的方法设置PBMC蛋白质组的详细映射。我们应用了深度无凝胶蛋白质组学方法,使用串联质量标签(TMT),未分离和SCX分离的PBMC样品,以及各种调制的LC-MS/MS。这项研究代表了破译PBMC蛋白质组的基准,因为我们通过鉴定4129个蛋白质和25503个肽提供了深入的见解。鉴定的蛋白质组定义了使pbmc能够被表征为血液器官内细胞主要生物标志物池的范围。
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引用次数: 43
The influence of flanking secondary structures on amino Acid content and typical lengths of 3/10 helices. 侧翼二级结构对氨基酸含量和典型3/10螺旋长度的影响。
Pub Date : 2014-01-01 Epub Date: 2014-10-13 DOI: 10.1155/2014/360230
Vladislav Victorovich Khrustalev, Eugene Victorovich Barkovsky, Tatyana Aleksandrovna Khrustaleva

We used 3D structures of a highly redundant set of bacterial proteins encoded by genes of high, average, and low GC-content. Four types of connecting bridges-regions situated between any of two major elements of secondary structure (alpha helices and beta strands)-containing a pure random coil were compared with connecting bridges containing 3/10 helices. We included discovered trends in the original "VVTAK Connecting Bridges" algorithm, which is able to predict more probable conformation for a given connecting bridge. The highest number of significant differences in amino acid usage was found between 3/10 helices containing bridges connecting two beta strands (they have increased Phe, Tyr, Met, Ile, Leu, Val, and His usages but decreased usages of Asp, Asn, Gly, and Pro) and those without 3/10 helices. The typical (most common) length of 3/10 helices situated between two beta strands and between beta strand and alpha helix is equal to 5 amino acid residues. The preferred length of 3/10 helices situated between alpha helix and beta strand is equal to 3 residues. For 3/10 helices situated between two alpha helices, both lengths (3 and 5 amino acid residues) are typical.

我们使用了一组高度冗余的细菌蛋白质的三维结构,这些蛋白质由高、平均和低gc含量的基因编码。四种类型的连接桥-位于二级结构的两个主要元素(α螺旋和β链)之间的区域-包含一个纯随机线圈与包含3/10螺旋的连接桥进行了比较。我们在原始的“VVTAK连接桥梁”算法中包含了发现的趋势,该算法能够预测给定连接桥梁的更可能构象。在含有连接两条β链的桥的3/10螺旋和没有3/10螺旋的氨基酸使用上发现了最大数量的显著差异(它们增加了Phe、Tyr、Met、Ile、Leu、Val和His的使用,但减少了Asp、Asn、Gly和Pro的使用)。典型的(最常见的)长度为3/10的螺旋位于两条链之间和链和螺旋之间等于5个氨基酸残基。位于α螺旋和β链之间的3/10螺旋的优先长度等于3个残基。对于位于两个α螺旋之间的3/10螺旋,两种长度(3和5个氨基酸残基)都是典型的。
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引用次数: 17
Enhanced Photosynthesis and Carbon Metabolism Favor Arsenic Tolerance in Artemisia annua, a Medicinal Plant as Revealed by Homology-Based Proteomics. 基于同源蛋白组学的研究表明,药用植物黄花蒿光合作用和碳代谢增强有利于其抗砷性。
Pub Date : 2014-01-01 Epub Date: 2014-04-29 DOI: 10.1155/2014/163962
Rashmi Rai, Sarita Pandey, Alok Kumar Shrivastava, Shashi Pandey Rai

This paper provides the first proteomic evidence of arsenic (As) tolerance and interactive regulatory network between primary and secondary metabolism in the medicinal plant, Artemisia annua. While chlorophyll fluorescence and photosynthetic rate depicted mild inhibition, there was a significant enhancement in PSI activity, whole chain, ATP, and NADPH contents in 100  μ M As treatments compared to the control plants. However, a decrease in the above variables was recorded under 150  μ M treatments. Proteomic decoding of the survival strategy of A. annua under As stress using 2-DE followed by MALDI-MS/MS revealed a total of 46 differentially expressed protein spots. In contrast to other plants where As inhibits photosynthesis, A. annua showed appreciable photosynthetic CO2 assimilation and allocation of carbon resources at 100  μ M As concentration. While an increased accumulation of ATP synthase, ferredoxin-NADP(H) oxidoreductase, and FeS-rieske proteins supported the operation of cyclic electron transport, mdr ABC transporter protein and pcs gene might be involved in As detoxification. The most interesting observation was an increased accumulation of LEAFY like novel protein conceivably responsible for an early onset of flowering in A. annua under As stress. This study not only affirmed the role of energy metabolism proteins but also identified potential candidates responsible for As tolerance in plants.

本文首次提供了药用植物黄花蒿(Artemisia annua)对砷(As)的耐受性和初级代谢与次级代谢相互作用调控网络的蛋白质组学证据。叶绿素荧光和光合速率受到轻度抑制,但PSI活性、全链、ATP和NADPH含量显著高于对照。但在150 μ M处理下,上述指标均有所下降。利用2-DE和MALDI-MS/MS对a . annua在As胁迫下的生存策略进行蛋白质组学解码,共发现46个差异表达蛋白点。与其他As抑制光合作用的植物不同,在100 μ M As浓度下,黄花蒿具有明显的光合CO2同化和碳资源分配。ATP合成酶、铁氧化还蛋白- nadp (H)氧化还原酶和FeS-rieske蛋白的积累增加支持了环电子传递的运作,而mdr ABC转运蛋白和pcs基因可能参与了As的解毒。最有趣的观察结果是叶类新蛋白的积累增加,这可能是A. annua在砷胁迫下提早开花的原因。本研究不仅确认了能量代谢蛋白的作用,而且确定了植物对砷抗性的潜在候选蛋白。
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引用次数: 34
Mapping and Identification of the Urine Proteome of Prostate Cancer Patients by 2D PAGE/MS. 前列腺癌患者尿液蛋白质组的2D PAGE/MS定位与鉴定
Pub Date : 2014-01-01 Epub Date: 2014-08-20 DOI: 10.1155/2014/594761
Sanja Kiprijanovska, Sotir Stavridis, Oliver Stankov, Selim Komina, Gordana Petrusevska, Momir Polenakovic, Katarina Davalieva

Proteome analysis of the urine has shown that urine contains disease-specific information for a variety of urogenital system disorders, including prostate cancer (PCa). The aim of this study was to determine the protein components of urine from PCa patients. Urine from 8 patients with clinically and histologically confirmed PCa was analyzed by conventional 2D PAGE. The MS identification of the most prominent 125 spots from the urine map revealed 45 distinct proteins. According to Gene Ontology, the identified proteins are involved in a variety of biological processes, majority of them are secreted (71%), and half of them are enzymes or transporters. Comparison with the normal urine proteome revealed 11 proteins distinctive for PCa. Using Ingenuity Pathways Analysis, we have found 3 proteins (E3 ubiquitin-protein ligase rififylin, tumor protein D52, and thymidine phosphorylase) associated with cellular growth and proliferation (p = 8.35 × 10(-4) - 3.41 × 10(-2)). The top network of functional associations between 11 proteins was Cell Death and Survival, Cell-To-Cell Signaling and Interaction, and System Development and Function (p = 10(-30)). In summary, we have created an initial proteomic map of PCa patient's urine. The results from this study provide some leads to understand the molecular bases of prostate cancer.

尿液的蛋白质组分析表明,尿液含有多种泌尿生殖系统疾病的疾病特异性信息,包括前列腺癌(PCa)。本研究的目的是确定前列腺癌患者尿液中的蛋白质成分。对8例经临床及组织学证实的前列腺癌患者的尿液进行常规二维PAGE分析。从尿液图谱中选取125个最突出的点进行质谱鉴定,发现45种不同的蛋白质。根据基因本体论,鉴定的蛋白质参与多种生物过程,其中大部分是分泌的(71%),一半是酶或转运蛋白。与正常尿液蛋白质组比较,发现有11种特异性蛋白。利用Ingenuity Pathways Analysis,我们发现了3种与细胞生长和增殖相关的蛋白(E3泛素蛋白连接酶rififylin,肿瘤蛋白D52和胸苷磷酸化酶)(p = 8.35 × 10(-4) - 3.41 × 10(-2))。11种蛋白之间的最高功能关联网络是细胞死亡和存活、细胞间信号传导和相互作用以及系统发育和功能(p = 10(-30))。总之,我们已经创建了PCa患者尿液的初始蛋白质组学图谱。本研究结果为了解前列腺癌的分子基础提供了一些线索。
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引用次数: 20
A method to determine lysine acetylation stoichiometries. 一种测定赖氨酸乙酰化化学计量的方法。
Pub Date : 2014-01-01 Epub Date: 2014-07-20 DOI: 10.1155/2014/730725
Ernesto S Nakayasu, Si Wu, Michael A Sydor, Anil K Shukla, Karl K Weitz, Ronald J Moore, Kim K Hixson, Jong-Seo Kim, Vladislav A Petyuk, Matthew E Monroe, Ljiljiana Pasa-Tolic, Wei-Jun Qian, Richard D Smith, Joshua N Adkins, Charles Ansong

Lysine acetylation is a common protein posttranslational modification that regulates a variety of biological processes. A major bottleneck to fully understanding the functional aspects of lysine acetylation is the difficulty in measuring the proportion of lysine residues that are acetylated. Here we describe a mass spectrometry method using a combination of isotope labeling and detection of a diagnostic fragment ion to determine the stoichiometry of protein lysine acetylation. Using this technique, we determined the modification occupancy for ~750 acetylated peptides from mammalian cell lysates. Furthermore, the acetylation on N-terminal tail of histone H4 was cross-validated by treating cells with sodium butyrate, a potent deacetylase inhibitor, and comparing changes in stoichiometry levels measured by our method with immunoblotting measurements. Of note we observe that acetylation stoichiometry is high in nuclear proteins, but very low in mitochondrial and cytosolic proteins. In summary, our method opens new opportunities to study in detail the relationship of lysine acetylation levels of proteins with their biological functions.

赖氨酸乙酰化是一种常见的蛋白质翻译后修饰,可调节多种生物过程。充分了解赖氨酸乙酰化的功能方面的一个主要瓶颈是难以测量赖氨酸残基乙酰化的比例。在这里,我们描述了一种使用同位素标记和诊断片段离子检测相结合的质谱法来确定蛋白质赖氨酸乙酰化的化学计量学。利用该技术,我们测定了哺乳动物细胞裂解液中约750个乙酰化肽的修饰占用率。此外,通过用丁酸钠(一种有效的去乙酰化酶抑制剂)处理细胞,并将我们的方法测量的化学计量学水平变化与免疫印迹测量结果进行比较,交叉验证了组蛋白H4 n端尾部的乙酰化。值得注意的是,我们观察到乙酰化化学计量学在核蛋白中很高,但在线粒体和细胞质蛋白中很低。总之,我们的方法为详细研究蛋白质赖氨酸乙酰化水平与其生物学功能的关系开辟了新的机会。
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引用次数: 33
Protein-protein interaction detection: methods and analysis. 蛋白质-蛋白质相互作用检测:方法与分析。
Pub Date : 2014-01-01 Epub Date: 2014-02-17 DOI: 10.1155/2014/147648
V Srinivasa Rao, K Srinivas, G N Sujini, G N Sunand Kumar

Protein-protein interaction plays key role in predicting the protein function of target protein and drug ability of molecules. The majority of genes and proteins realize resulting phenotype functions as a set of interactions. The in vitro and in vivo methods like affinity purification, Y2H (yeast 2 hybrid), TAP (tandem affinity purification), and so forth have their own limitations like cost, time, and so forth, and the resultant data sets are noisy and have more false positives to annotate the function of drug molecules. Thus, in silico methods which include sequence-based approaches, structure-based approaches, chromosome proximity, gene fusion, in silico 2 hybrid, phylogenetic tree, phylogenetic profile, and gene expression-based approaches were developed. Elucidation of protein interaction networks also contributes greatly to the analysis of signal transduction pathways. Recent developments have also led to the construction of networks having all the protein-protein interactions using computational methods for signaling pathways and protein complex identification in specific diseases.

蛋白质-蛋白质相互作用在预测靶蛋白的蛋白质功能和分子的药物能力方面起着关键作用。大多数基因和蛋白质是通过一系列相互作用来实现表型功能的。亲和纯化、Y2H(酵母2杂交)、TAP(串联亲和纯化)等体外和体内方法存在成本、时间等方面的局限性,所得数据集有噪声,对药物分子功能的注解存在较多假阳性。因此,计算机方法包括基于序列的方法、基于结构的方法、染色体接近、基因融合、计算机2杂交、系统发育树、系统发育谱和基于基因表达的方法。蛋白质相互作用网络的阐明也有助于信号转导途径的分析。最近的发展也导致了网络的构建,利用信号通路和特定疾病中蛋白质复合物识别的计算方法,具有所有蛋白质-蛋白质相互作用。
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引用次数: 515
Comparative Analysis of Sorghum bicolor Proteome in Response to Drought Stress and following Recovery. 高粱双色蛋白质组对干旱胁迫的响应与恢复的比较分析。
Pub Date : 2014-01-01 Epub Date: 2014-10-01 DOI: 10.1155/2014/395905
Christoph Jedmowski, Ahmed Ashoub, Tobias Beckhaus, Thomas Berberich, Michael Karas, Wolfgang Brüggemann

The adaptive response of Sorghum bicolor landraces from Egypt to drought stress and following recovery was analyzed using two-dimensional difference gel electrophoresis, 2D-DIGE. Physiological measurements and proteome alterations of accession number 11434, drought tolerant, and accession number 11431, drought sensitive, were compared to their relative control values after drought stress and following recovery. Differentially expressed proteins were analysed by Matrix assisted laser desorption ionisation time-of-flight mass spectrometry, MALDI-TOF-MS. Alterations in protein contents related to the energy balance, metabolism (sensu Mewes et al. 1997), and chaperons were the most apparent features to elucidate the differences between the drought tolerant and sensitive accessions. Further alterations in the levels of proteins related to transcription and protein synthesis are discussed.

利用二维差分凝胶电泳技术(2D-DIGE)分析了埃及高粱双色地方品种对干旱胁迫及恢复后的适应性反应。比较耐旱品种11434号和干旱敏感品种11431号在干旱胁迫和恢复后的相对控制值的生理测量和蛋白质组变化。采用基质辅助激光解吸电离飞行时间质谱法(MALDI-TOF-MS)分析差异表达蛋白。与能量平衡、代谢相关的蛋白质含量的变化(sensu Mewes et al. 1997)和伴侣体是阐明耐旱和敏感品种之间差异的最明显特征。进一步改变与转录和蛋白质合成有关的蛋白质水平的讨论。
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引用次数: 58
期刊
International journal of proteomics
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