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Profiling the tumor microenvironment proteome in prostate cancer using laser capture microdissection coupled to LC⿿MS⿿A technical report 利用激光捕获显微解剖结合LC、MS、A技术报告分析前列腺癌肿瘤微环境蛋白质组
Q4 Biochemistry, Genetics and Molecular Biology Pub Date : 2016-03-01 DOI: 10.1016/j.euprot.2015.11.001
L. Staunton , C. Tonry , R. Lis , S. Finn , J. O⿿Leary , M. Loda , M. Bowden , S.R. Pennington

Laser capture microdissection (LCM) allows microscopic procurement of specific cell types from tissue sections. Here, we present an optimized workflow for coupling LCM to LC⿿MS/MS including: sectioning of tissue, a standard LCM workflow, protein digestion and advanced LC⿿MS/MS. Soluble proteins extracted from benign epithelial cells, their associated stroma, tumor epithelial cells and their associated stromal cells from a single patient tissue sample were digested and profiled using advanced LC⿿MS/MS. The correlation between technical replicates was R2 = 0.99 with a mean % CV of 9.55% ± 8.73. The correlation between sample replicates was R2 = 0.97 with a mean % CV of 13.83% ± 10.17. This represents a robust, systematic approach for profiling of the tumor microenvironment using LCM coupled to label-free LC⿿MS/MS.

激光捕获显微解剖(LCM)允许显微采购特定细胞类型的组织切片。在这里,我们提出了LCM与LC /MS /MS耦合的优化工作流程,包括:组织切片、标准LCM工作流程、蛋白质消化和高级LC /MS /MS。从单个患者组织样本的良性上皮细胞及其相关基质、肿瘤上皮细胞及其相关基质细胞中提取的可溶性蛋白被消化并使用先进的LC /MS /MS进行分析。技术重复间相关系数R2 = 0.99,平均% CV为9.55%±8.73。样品重复间相关系数R2 = 0.97,平均% CV为13.83%±10.17。这代表了使用LCM与无标记LC /MS /MS相结合来分析肿瘤微环境的一种强大、系统的方法。
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引用次数: 12
Towards a functional definition of the mitochondrial human proteome 迈向人类线粒体蛋白质组的功能定义
Q4 Biochemistry, Genetics and Molecular Biology Pub Date : 2016-03-01 DOI: 10.1016/j.euprot.2016.01.004
Mauro Fasano , Tiziana Alberio , Mohan Babu , Emma Lundberg , Andrea Urbani

The mitochondrial human proteome project (mt-HPP) was initiated by the Italian HPP group as a part of both the chromosome-centric initiative (C-HPP) and the ⿿biology and disease driven⿿ initiative (B/D-HPP). In recent years several reports highlighted how mitochondrial biology and disease are regulated by specific interactions with non-mitochondrial proteins. Thus, it is of great relevance to extend our present view of the mitochondrial proteome not only to those proteins that are encoded by or transported to mitochondria, but also to their interactors that take part in mitochondria functionality. Here, we propose a graphical representation of the functional mitochondrial proteome by retrieving mitochondrial proteins from the NeXtProt database and adding to the network their interactors as annotated in the IntAct database. Notably, the network may represent a reference to map all the proteins that are currently being identified in mitochondrial proteomics studies.

线粒体人类蛋白质组计划(mt-HPP)由意大利HPP小组发起,作为染色体中心计划(C-HPP)和细胞生物学和疾病驱动计划(B/D-HPP)的一部分。近年来,一些报道强调了线粒体生物学和疾病是如何通过与非线粒体蛋白的特定相互作用来调节的。因此,将我们目前对线粒体蛋白质组的看法扩展到那些由线粒体编码或转运到线粒体的蛋白质,以及它们参与线粒体功能的相互作用体,是非常重要的。在这里,我们通过从NeXtProt数据库中检索线粒体蛋白质,并将其相互作用者添加到完整数据库中,提出了功能性线粒体蛋白质组的图形表示。值得注意的是,该网络可能代表了绘制目前在线粒体蛋白质组学研究中鉴定的所有蛋白质的参考。
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引用次数: 6
Comparative proteomic analysis of malignant pleural mesothelioma: Focusing on the biphasic subtype 恶性胸膜间皮瘤的比较蛋白质组学分析:以双期亚型为重点
Q4 Biochemistry, Genetics and Molecular Biology Pub Date : 2016-03-01 DOI: 10.1016/j.euprot.2016.01.006
Laura Giusti , Federica Ciregia , Alessandra Bonotti , Ylenia Da Valle , Elena Donadio , Claudia Boldrini , Rudy Foddis , Gino Giannaccini , Maria R. Mazzoni , Pier Aldo Canessa , Alfonso Cristaudo , Antonio Lucacchini

Malignant pleural mesothelioma (MPM) is a rare cancer originated from pleural mesothelial cells. MPM has been associated with long-term exposure to asbestos. In this work we performed a comparative proteomic analysis of biphasic pleural mesothelioma (B-PM).

Tissue biopsies were obtained from 61 patients who were subjected to a diagnostic thoracoscopy. 2D/MS based approach was used for proteomic analysis. The 22 proteins found differentially expressed in B-PM, with respect to benign, were analyzed by Ingenuity Pathways Analysis and compared with those obtained for epitheliod pleural mesothelioma (E-PM). A different activation of transcription factors, proteins and cytokines were observed between two subtypes.

恶性胸膜间皮瘤(MPM)是一种起源于胸膜间皮瘤细胞的罕见肿瘤。MPM与长期接触石棉有关。在这项工作中,我们进行了双期胸膜间皮瘤(B-PM)的比较蛋白质组学分析。对61例接受胸腔镜诊断的患者进行组织活检。采用二维/质谱法进行蛋白质组学分析。通过Ingenuity Pathways Analysis分析在B-PM中发现的22种蛋白的差异表达,并将其与上皮样胸膜间皮瘤(E-PM)的差异表达进行比较。在两种亚型之间观察到不同的转录因子,蛋白质和细胞因子的激活。
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引用次数: 4
Developmental origins of metabolic disorders: The need for biomarker candidates and therapeutic targets from adequate preclinical models 代谢性疾病的发育起源:从足够的临床前模型中寻找生物标志物候选物和治疗靶点的需求
Q4 Biochemistry, Genetics and Molecular Biology Pub Date : 2016-03-01 DOI: 10.1016/j.euprot.2016.01.001
Antonio Gonzalez-Bulnes , Susana Astiz , Marta Vazquez-Gomez , Consolación Garcia-Contreras

The investigation on obesity and associated disorders have changed from an scenario in which genome drove the phenotype to a dynamic setup in which prenatal and early-postnatal conditions are determinant. However, research in human beings is difficult due to confounding factors (lifestyle and socioeconomic heterogeneity) plus ethical issues. Hence, there is currently an intensive effort for developing adequate preclinical models, aiming for an adequate combination of basic studies in rodent models and specific preclinical studies in large animals. The results of these research strategies may increase the identification and development of contrasted biomarkers and therapeutic targets.

对肥胖和相关疾病的研究已经从基因组驱动表型的情景转变为产前和产后早期条件决定的动态设置。然而,由于混杂因素(生活方式和社会经济异质性)以及伦理问题,在人类身上进行研究是困难的。因此,目前正在加紧努力开发适当的临床前模型,旨在将啮齿动物模型的基础研究与大型动物的特定临床前研究充分结合起来。这些研究策略的结果可能会增加对比生物标志物和治疗靶点的识别和开发。
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引用次数: 8
Introducing the Affinity Binder Knockdown Initiative⿿A public⿿private partnership for validation of affinity reagents 引入亲和结合物敲低倡议(Affinity Binder Knockdown Initiative),这是一种用于验证亲和试剂的公私合作伙伴关系
Q4 Biochemistry, Genetics and Molecular Biology Pub Date : 2016-03-01 DOI: 10.1016/j.euprot.2016.01.002
Tove Alm, Emma Lundberg, Mathias Uhlén

The newly launched Affinity Binder Knockdown Initiative encourages antibody suppliers and users to join this public⿿private partnership, which uses crowdsourcing to collect characterization data on antibodies. Researchers are asked to share validation data from experiments where gene-editing techniques (such as siRNA or CRISPR) have been used to verify antibody binding. The initiative is launched under the aegis of Antibodypedia, a database designed to allow comparisons and scoring of publicly available antibodies towards human protein targets. What is known about an antibody is the foundation of the scoring and ranking system in Antibodypedia.

新推出的Affinity Binder Knockdown倡议鼓励抗体供应商和用户加入这一公私合作伙伴关系,该伙伴关系使用众包来收集抗体的特征数据。研究人员被要求分享来自基因编辑技术(如siRNA或CRISPR)用于验证抗体结合的实验的验证数据。该计划是在Antibodypedia的支持下发起的,Antibodypedia是一个数据库,旨在对针对人类蛋白质目标的公开可用抗体进行比较和评分。对抗体的了解是Antibodypedia中评分和排名系统的基础。
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引用次数: 2
Effect of fetal bovine serum in culture media on MS analysis of mesenchymal stromal cells secretome 培养基中胎牛血清对间充质间质细胞分泌组质谱分析的影响
Q4 Biochemistry, Genetics and Molecular Biology Pub Date : 2016-03-01 DOI: 10.1016/j.euprot.2016.01.005
Simona Nonnis , Elisa Maffioli , Lucia Zanotti , Fabiana Santagata , Armando Negri , Antonella Viola , Stephen Elliman , Gabriella Tedeschi

The analysis of mesenchymal stromal cells secretome is fundamental to identify key players of processes involving these cells. Truly secreted proteins may be difficult to detect in MS based analysis of conditioned media (CM) due to proteins supplemented with fetal bovine serum (FBS). We compared different growth conditions to determine the effect of varying FBS concentration on the number and quantity of truly secreted human proteins vs contaminating bovine proteins. The results suggest that to minimize interference cells should be grown in presence of FBS until confluence and transferred into a serum-free medium prior to secretome collection.

间充质间质细胞分泌组的分析是确定与这些细胞有关的过程的关键参与者的基础。在条件培养基(CM)的MS分析中,由于蛋白质中添加了胎牛血清(FBS),可能难以检测到真正分泌的蛋白质。我们比较了不同的生长条件,以确定不同的FBS浓度对真正分泌的人蛋白和污染的牛蛋白的数量和数量的影响。结果表明,为了减少干扰,细胞应在FBS存在下生长直到融合,并在分泌组收集之前将其转移到无血清培养基中。
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引用次数: 23
⿿Comparing the proteome of snap frozen, RNAlater preserved, and formalin-fixed paraffin-embedded human tissue samples 并比较速冻、RNAlater保存和福尔马林固定石蜡包埋人体组织样本的蛋白质组
Q4 Biochemistry, Genetics and Molecular Biology Pub Date : 2016-03-01 DOI: 10.1016/j.euprot.2015.10.001
Tue Bjerg Bennike , Kenneth Kastaniegaard , Simona Padurariu , Michael Gaihede , Svend Birkelund , Vibeke Andersen , Allan Stensballe

Large biobanks exist worldwide containing formalin-fixed, paraffin-embedded samples and samples stored in RNAlater. However, the impact of tissue preservation on the result of a quantative proteome analysis remains poorly described.

Human colon mucosal biopsies were extracted from the sigmoideum and either immediately frozen, stabilized in RNAlater, or stabilized by formalin-fixation. In one set of biopsies, formalin stabilization was delayed for 30 min. The protein content of the samples was characterized by high throughput quantitative proteomics.

We were able to identify a similar high number of proteins in the samples regardless of preservation method, with only minor differences in protein quantitation.

世界各地存在大型生物库,其中包含福尔马林固定、石蜡包埋的样本和RNAlater储存的样本。然而,组织保存对定量蛋白质组分析结果的影响仍然缺乏描述。从乙状结肠中取出人结肠粘膜活检组织,立即冷冻,在RNAlater中稳定,或用福尔马林固定稳定。在一组活检中,福尔马林稳定化延迟30分钟。样品的蛋白质含量通过高通量定量蛋白质组学表征。无论保存方法如何,我们都能在样品中鉴定出相似的高数量的蛋白质,而蛋白质定量仅存在微小差异。
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引用次数: 40
Standardization initiative. Integrating proteomic strengths across Europe 标准化的倡议。整合整个欧洲的蛋白质组学优势
Q4 Biochemistry, Genetics and Molecular Biology Pub Date : 2015-12-01 DOI: 10.1016/j.euprot.2015.07.003
Fernando J. Corrales
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引用次数: 0
Bayesian methods for proteomic biomarker development 蛋白质组学生物标志物开发的贝叶斯方法
Q4 Biochemistry, Genetics and Molecular Biology Pub Date : 2015-12-01 DOI: 10.1016/j.euprot.2015.08.001
Belinda Hernández , Stephen R Pennington , Andrew C Parnell

The advent of liquid chromatography mass spectrometry has seen a dramatic increase in the amount of data derived from proteomic biomarker discovery. These experiments have seemingly identified many potential candidate biomarkers. Frustratingly, very few of these candidates have been evaluated and validated sufficiently such that that they have progressed to the stage of routine clinical use. It is becoming apparent that the statistical methods used to evaluate the performance of new candidate biomarkers are a major limitation in their development. Bayesian methods offer some advantages over traditional statistical and machine learning methods. In particular they can incorporate external information into current experiments so as to guide biomarker selection. Further, they can be more robust to over-fitting than other approaches, especially when the number of samples used for discovery is relatively small.

In this review we provide an introduction to Bayesian inference and demonstrate some of the advantages of using a Bayesian framework. We summarize how Bayesian methods have been used previously in proteomics and other areas of bioinformatics. Finally, we describe some popular and emerging Bayesian models from the statistical literature and provide a worked tutorial including code snippets to show how these methods may be applied for the evaluation of proteomic biomarkers.

液相色谱-质谱法的出现使蛋白质组学生物标志物发现的数据量急剧增加。这些实验似乎已经确定了许多潜在的候选生物标志物。令人沮丧的是,这些候选药物很少得到充分的评估和验证,以至于它们已经发展到常规临床使用的阶段。越来越明显的是,用于评估新候选生物标志物性能的统计方法是其发展的主要限制。与传统的统计和机器学习方法相比,贝叶斯方法具有一些优势。特别是,它们可以将外部信息纳入当前的实验中,从而指导生物标志物的选择。此外,它们对过度拟合的鲁棒性比其他方法更强,特别是当用于发现的样本数量相对较少时。在这篇综述中,我们介绍了贝叶斯推理,并展示了使用贝叶斯框架的一些优点。我们总结了贝叶斯方法在蛋白质组学和其他生物信息学领域的应用。最后,我们从统计文献中描述了一些流行的和新兴的贝叶斯模型,并提供了一个工作教程,包括代码片段,以展示如何将这些方法应用于蛋白质组学生物标志物的评估。
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引用次数: 18
Flagship program for EuPA Initiatives: Opportunities for the EuPA Company Club EuPA计划的旗舰项目:EuPA公司俱乐部的机会
Q4 Biochemistry, Genetics and Molecular Biology Pub Date : 2015-12-01 DOI: 10.1016/j.euprot.2015.07.002
Andrey Lisitsa
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引用次数: 0
期刊
EuPA Open Proteomics
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