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Comparing the BAD Protein Interactomes in 2D and 3D Cell Culture Using Proximity Labeling. 利用近距离标记法比较二维和三维细胞培养中的 BAD 蛋白相互作用组
IF 3.8 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-03 DOI: 10.1021/acs.jproteome.4c00111
Leila Pirayeshfard, Shu Luo, John Maringa Githaka, Arashdeep Saini, Nicolas Touret, Ing Swie Goping, Olivier Julien

Protein-protein interaction studies using proximity labeling techniques, such as biotin ligase-based BioID, have become integral in understanding cellular processes. Most studies utilize conventional 2D cell culture systems, potentially missing important differences in protein behavior found in 3D tissues. In this study, we investigated the protein-protein interactions of a protein, Bcl-2 Agonist of cell death (BAD), and compared conventional 2D culture conditions to a 3D system, wherein cells were embedded within a 3D extracellular matrix (ECM) mimic. Using BAD fused to the engineered biotin ligase miniTurbo (BirA*), we identified both overlapping and distinct BAD interactomes under 2D and 3D conditions. The known BAD binding proteins 14-3-3 isoforms and Bcl-XL interacted with BAD in both 2D and 3D. Of the 131 BAD-interactors identified, 56% were specific to 2D, 14% were specific to 3D, and 30% were common to both conditions. Interaction network analysis demonstrated differential associations between 2D and 3D interactomes, emphasizing the impact of the culture conditions on protein interactions. The 2D-3D overlap interactome encapsulated the apoptotic program, which is a well-known role of BAD. The 3D unique pathways were enriched in ECM signaling, suggestive of hitherto unknown functions for BAD. Thus, exploring protein-protein interactions in 3D provides novel clues into cell behavior. This exciting approach has the potential to bridge the knowledge gap between tractable 2D cell culture and organoid-like 3D systems.

利用近距离标记技术(如基于生物素连接酶的 BioID)进行蛋白质-蛋白质相互作用研究,已成为了解细胞过程不可或缺的一部分。大多数研究利用传统的二维细胞培养系统,可能会忽略三维组织中蛋白质行为的重要差异。在这项研究中,我们研究了一种蛋白质--Bcl-2 细胞死亡激动剂(BAD)的蛋白质-蛋白质相互作用,并将传统的二维培养条件与三维系统进行了比较,后者将细胞嵌入三维细胞外基质(ECM)模拟体中。利用与工程生物素连接酶 miniTurbo(BirA*)融合的 BAD,我们确定了二维和三维条件下重叠和不同的 BAD 相互作用组。已知的 BAD 结合蛋白 14-3-3 异构体和 Bcl-XL 在二维和三维条件下都与 BAD 相互作用。在鉴定出的131个BAD相互作用因子中,56%对二维具有特异性,14%对三维具有特异性,30%对两种条件具有共通性。相互作用网络分析显示了二维和三维相互作用组之间不同的关联,强调了培养条件对蛋白质相互作用的影响。2D-3D重叠相互作用组包含了凋亡程序,这是众所周知的BAD作用。三维独特途径富含 ECM 信号转导,这表明 BAD 具有迄今未知的功能。因此,在三维环境中探索蛋白质之间的相互作用为了解细胞行为提供了新的线索。这种令人兴奋的方法有望弥合可操作的二维细胞培养与类器官三维系统之间的知识鸿沟。
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引用次数: 0
Temporal Assessment of Protein Stability in Dried Blood Spots. 干血斑中蛋白质稳定性的时间评估
IF 3.8 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-01 DOI: 10.1021/acs.jproteome.4c00233
Weifen Sun, Ao Huang, Shubo Wen, Ruicong Yang, Xiling Liu

The use of protein biomarkers in blood for clinical settings is limited by the cost and accessibility of traditional venipuncture sampling. The dried blood spot (DBS) technique offers a less invasive and more accessible alternative. However, protein stability in DBS has not been well evaluated. Herein, we deployed a quantitative LC-MS/MS system to construct proteomic atlases of whole blood, DBSs, plasma, and blood cells. Approximately 4% of detected proteins' abundance was significantly altered during blood drying into blood spots, with overwhelming disturbances in cytoplasmic fraction. We also reported a novel finding suggesting a decrease in the level of membrane/cytoskeletal proteins (SLC4A1, RHAG, DSC1, DSP, and JUP) and an increase in the level of proteins (ATG3, SEC14L4, and NRBP1) related to intracellular trafficking. Furthermore, we identified 19 temporally dynamic proteins in DBS samples stored at room temperature for up to 6 months. There were three declined cytoskeleton-related proteins (RDX, SH3BGRL3, and MYH9) and four elevated proteins (XPO7, RAN, SLC2A1, and SLC29A1) involved in cytoplasmic transport as representatives. The instability was governed predominantly by hydrophilic proteins and enhanced significantly with an increasing storage time. Our analyses provide comprehensive knowledge of both short- and long-term storage stability of DBS proteins, forming the foundation for the widespread use of DBS in clinical proteomics and other analytical applications.

在临床环境中使用血液中的蛋白质生物标志物受到传统静脉穿刺采样的成本和可及性的限制。干血斑(DBS)技术提供了一种创伤更小、更容易获得的替代方法。然而,DBS 中蛋白质的稳定性还没有得到很好的评估。在此,我们使用定量 LC-MS/MS 系统构建了全血、干血斑、血浆和血细胞的蛋白质组图谱。在血液干燥成血斑的过程中,约有 4% 检测到的蛋白质丰度发生了显著变化,其中细胞质部分受到了极大干扰。我们还报告了一项新发现,即膜/骨架蛋白(SLC4A1、RHAG、DSC1、DSP 和 JUP)水平降低,而与细胞内运输相关的蛋白(ATG3、SEC14L4 和 NRBP1)水平升高。此外,我们还在室温保存长达 6 个月的 DBS 样品中发现了 19 种具有时间动态变化的蛋白质。其中以三个下降的细胞骨架相关蛋白(RDX、SH3BGRL3 和 MYH9)和四个升高的参与细胞质运输的蛋白(XPO7、RAN、SLC2A1 和 SLC29A1)为代表。不稳定性主要受亲水蛋白的影响,并随着储存时间的延长而显著增强。我们的分析提供了有关 DBS 蛋白质短期和长期储存稳定性的全面知识,为 DBS 在临床蛋白质组学和其他分析应用中的广泛应用奠定了基础。
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引用次数: 0
Application of Proteomics and Machine Learning Methods to Study the Pathogenesis of Diabetic Nephropathy and Screen Urinary Biomarkers. 应用蛋白质组学和机器学习方法研究糖尿病肾病的发病机制并筛选尿液生物标记物。
IF 3.8 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-01 DOI: 10.1021/acs.jproteome.4c00267
Xi Yan, Xinglai Zhang, Haiying Li, Yongdong Zou, Wei Lu, Man Zhan, Zhiyuan Liang, Hongbin Zhuang, Xiaoqian Ran, Guanwei Ma, Xixiao Lin, Hongbo Yang, Yuhan Huang, Hanghang Wang, Liming Shen

Diabetic nephropathy (DN) has become the main cause of end-stage renal disease worldwide, causing significant health problems. Early diagnosis of the disease is quite inadequate. To screen urine biomarkers of DN and explore its potential mechanism, this study collected urine from 87 patients with type 2 diabetes mellitus (which will be classified into normal albuminuria, microalbuminuria, and macroalbuminuria groups) and 38 healthy subjects. Twelve individuals from each group were then randomly selected as the screening cohort for proteomics analysis and the rest as the validation cohort. The results showed that humoral immune response, complement activation, complement and coagulation cascades, renin-angiotensin system, and cell adhesion molecules were closely related to the progression of DN. Five overlapping proteins (KLK1, CSPG4, PLAU, SERPINA3, and ALB) were identified as potential biomarkers by machine learning methods. Among them, KLK1 and CSPG4 were positively correlated with the urinary albumin to creatinine ratio (UACR), and SERPINA3 was negatively correlated with the UACR, which were validated by enzyme-linked immunosorbent assay (ELISA). This study provides new insights into disease mechanisms and biomarkers for early diagnosis of DN.

糖尿病肾病(DN)已成为全球终末期肾病的主要病因,造成了严重的健康问题。该病的早期诊断相当不足。为筛选 DN 的尿液生物标志物并探索其潜在机制,本研究收集了 87 名 2 型糖尿病患者(分为正常白蛋白尿、微量白蛋白尿和大量白蛋白尿组)和 38 名健康受试者的尿液。然后从每组中随机抽取 12 人作为蛋白质组学分析的筛选组群,其余人员作为验证组群。结果显示,体液免疫反应、补体激活、补体和凝血级联、肾素-血管紧张素系统和细胞粘附分子与 DN 的进展密切相关。通过机器学习方法,五个重叠蛋白(KLK1、CSPG4、PLAU、SERPINA3和ALB)被确定为潜在的生物标记物。其中,KLK1和CSPG4与尿白蛋白肌酐比值(UACR)呈正相关,而SERPINA3与UACR呈负相关。这项研究为早期诊断 DN 的疾病机制和生物标志物提供了新的视角。
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引用次数: 0
Ex-Vivo 13C NMR Spectroscopy of Rodent Brain: TNF Restricts Neuronal Utilization of Astrocyte-Derived Metabolites. 啮齿动物大脑的体外 13C NMR 光谱:TNF 限制神经元利用星形胶质细胞产生的代谢物
IF 3.8 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-06-29 DOI: 10.1021/acs.jproteome.4c00035
Daniel Radford-Smith, Tang T Ng, Abi G Yates, Isobel Dunstan, Timothy D W Claridge, Daniel C Anthony, Fay Probert

Tumor necrosis factor (TNF) has well-established roles in neuroinflammatory disorders, but the effect of TNF on the biochemistry of brain cells remains poorly understood. Here, we microinjected TNF into the brain to study its impact on glial and neuronal metabolism (glycolysis, pentose phosphate pathway, citric acid cycle, pyruvate dehydrogenase, and pyruvate carboxylase pathways) using 13C NMR spectroscopy on brain extracts following intravenous [1,2-13C]-glucose (to probe glia and neuron metabolism), [2-13C]-acetate (probing astrocyte-specific metabolites), or [3-13C]-lactate. An increase in [4,5-13C]-glutamine and [2,3-13C]-lactate coupled with a decrease in [4,5-13C]-glutamate was observed in the [1,2-13C]-glucose-infused animals treated with TNF. As glutamine is produced from glutamate by astrocyte-specific glutamine synthetase the increase in [4,5-13C]-glutamine reflects increased production of glutamine by astrocytes. This was confirmed by infusion with astrocyte substrate [2-13C]-acetate. As lactate is metabolized in the brain to produce glutamate, the simultaneous increase in [2,3-13C]-lactate and decrease in [4,5-13C]-glutamate suggests decreased lactate utilization, which was confirmed using [3-13C]-lactate as a metabolic precursor. These results suggest that TNF rearranges the metabolic network, disrupting the energy supply chain perturbing the glutamine-glutamate shuttle between astrocytes and the neurons. These insights pave the way for developing astrocyte-targeted therapeutic strategies aimed at modulating effects of TNF to restore metabolic homeostasis in neuroinflammatory disorders.

肿瘤坏死因子(TNF)在神经炎性疾病中的作用已得到证实,但人们对TNF对脑细胞生化的影响仍知之甚少。在这里,我们将 TNF 注入大脑,研究它对神经胶质细胞和神经元代谢(糖酵解、磷酸戊糖途径、柠檬酸循环、丙酮酸脱氢酶和丙酮酸羧化酶)的影响、在静脉注射[1,2-13C]-葡萄糖(探测神经胶质细胞和神经元的新陈代谢)、[2-13C]-醋酸盐(探测星形胶质细胞特异性代谢产物)或[3-13C]-乳酸盐后,利用 13C NMR 光谱对脑提取物进行分析,研究其对神经胶质细胞和神经元新陈代谢(糖酵解磷酸戊糖途径、柠檬酸循环、丙酮酸脱氢酶和丙酮酸羧化酶途径)的影响。在接受 TNF 治疗的[1,2-13C]-葡萄糖注射动物体内,观察到[4,5-13C]-谷氨酰胺和[2,3-13C]-乳酸盐增加,而[4,5-13C]-谷氨酸减少。由于谷氨酰胺是由星形胶质细胞特异性谷氨酰胺合成酶从谷氨酸生成的,因此[4,5-13C]-谷氨酰胺的增加反映了星形胶质细胞生成谷氨酰胺的增加。星形胶质细胞底物[2-13C]-乙酸的输注证实了这一点。由于乳酸在大脑中代谢产生谷氨酸,[2,3-13C]-乳酸的增加和[4,5-13C]-谷氨酸的减少同时表明乳酸的利用率降低,这一点通过使用[3-13C]-乳酸作为代谢前体得到了证实。这些结果表明,TNF 重新安排了代谢网络,破坏了能量供应链,扰乱了谷氨酰胺-谷氨酸在星形胶质细胞和神经元之间的穿梭。这些发现为开发以星形胶质细胞为靶点的治疗策略铺平了道路,这些策略旨在调节 TNF 的效应,以恢复神经炎症性疾病的代谢平衡。
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引用次数: 0
Mass Spectrometry Acquisition and Fractionation Recommendations for TMT11 and TMT16 Labeled Samples. 针对 TMT11 和 TMT16 标记样品的质谱采集和分馏建议。
IF 3.8 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-06-29 DOI: 10.1021/acs.jproteome.4c00014
Ryan M Riley, Gian Luca Negri, S-W Grace Cheng, Sandra E Spencer Miko, Ryan D Morin, Gregg B Morin

Proteome coverage and accurate protein quantification are both important for evaluating biological systems; however, compromises between quantification, coverage, and mass spectrometry (MS) resources are often necessary. Consequently, experimental parameters that impact coverage and quantification must be adjusted, depending on experimental goals. Among these parameters is offline prefractionation, which is utilized in MS-based proteomics to decrease sample complexity resulting in higher overall proteome coverage upon MS analysis. Prefractionation leads to increases in required MS analysis time, although this is often mitigated by isobaric labeling using tandem-mass tags (TMT), which allow samples to be multiplexed. Here we evaluate common prefractionation schemes, TMT variants, and MS acquisition methods and their impact on protein quantification and coverage. Furthermore, we provide recommendations for experimental design depending on the experimental goals.

蛋白质组覆盖率和准确的蛋白质定量对于评估生物系统都很重要;然而,定量、覆盖率和质谱(MS)资源之间的折衷往往是必要的。因此,必须根据实验目标调整影响覆盖率和定量的实验参数。在这些参数中,离线预分馏是一种基于质谱的蛋白质组学方法,它可以降低样品的复杂性,从而在质谱分析时提高蛋白质组的整体覆盖率。预分馏会导致所需的质谱分析时间增加,不过使用串联质量标签(TMT)进行等位标记通常可以缓解这一问题,因为这样可以对样品进行多重分析。在此,我们对常见的预分馏方案、TMT 变体和 MS 采集方法及其对蛋白质定量和覆盖率的影响进行了评估。此外,我们还根据实验目标提供了实验设计建议。
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引用次数: 0
trans-Interacting Plasma Membrane Proteins and Binding Partner Identification. 反式相互作用的质膜蛋白和结合伙伴的鉴定。
IF 3.8 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-06-27 DOI: 10.1021/acs.jproteome.4c00289
Shenyu Zhang, Zhengyu Ma

Plasma membrane proteins (PMPs) play critical roles in a myriad of physiological and disease conditions. A unique subset of PMPs functions through interacting with each other in trans at the interface between two contacting cells. These trans-interacting PMPs (tiPMPs) include adhesion molecules and ligands/receptors that facilitate cell-cell contact and direct communication between cells. Among the tiPMPs, a significant number have apparent extracellular binding domains but remain orphans with no known binding partners. Identification of their potential binding partners is therefore important for the understanding of processes such as organismal development and immune cell activation. While a number of methods have been developed for the identification of protein binding partners in general, very few are applicable to tiPMPs, which interact in a two-dimensional fashion with low intrinsic binding affinities. In this review, we present the significance of tiPMP interactions, the challenges of identifying binding partners for tiPMPs, and the landscape of method development. We describe current avidity-based screening approaches for identifying novel tiPMP binding partners and discuss their advantages and limitations. We conclude by highlighting the importance of developing novel methods of identifying new tiPMP interactions for deciphering the complex protein interactome and developing targeted therapeutics for diseases.

质膜蛋白(PMPs)在无数生理和疾病状况中发挥着关键作用。有一种独特的 PMPs 子集通过在两个接触细胞的界面上反式相互作用而发挥作用。这些反式相互作用的 PMP(tiPMP)包括粘附分子和配体/受体,可促进细胞间的接触和细胞间的直接交流。在 tiPMPs 中,有相当数量的 PMPs 具有明显的胞外结合域,但仍然是没有已知结合伙伴的 "孤儿"。因此,识别它们的潜在结合伙伴对于了解生物体发育和免疫细胞激活等过程非常重要。虽然已开发出许多用于鉴定一般蛋白质结合伙伴的方法,但很少有方法适用于以二维方式相互作用且内在结合亲和力较低的 tiPMPs。在这篇综述中,我们介绍了 tiPMP 相互作用的重要性、鉴定 tiPMP 结合伙伴所面临的挑战以及方法开发的现状。我们介绍了目前用于鉴定新型 tiPMP 结合伙伴的基于亲和力的筛选方法,并讨论了这些方法的优势和局限性。最后,我们强调了开发鉴定新的 tiPMP 相互作用的新方法对于破译复杂的蛋白质相互作用组和开发疾病靶向疗法的重要性。
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引用次数: 0
A Handle on Mass Coincidence Errors in De Novo Sequencing of Antibodies by Bottom-up Proteomics. 通过自下而上的蛋白质组学处理抗体新测序中的质量重合错误。
IF 3.8 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-06-27 DOI: 10.1021/acs.jproteome.4c00188
Douwe Schulte, Joost Snijder

Antibody sequences can be determined at 99% accuracy directly from the polypeptide product by using bottom-up proteomics techniques. Sequencing accuracy at the peptide level is limited by the isobaric residues leucine and isoleucine, incomplete fragmentation spectra in which the order of two or more residues remains ambiguous due to lacking fragment ions for the intermediate positions, and isobaric combinations of amino acids, of potentially different lengths, for example, GG = N and GA = Q. Here, we present several updates to Stitch (v1.5), which performs template-based assembly of de novo peptides to reconstruct antibody sequences. This version introduces a mass-based alignment algorithm that explicitly accounts for mass coincidence errors. In addition, it incorporates a postprocessing procedure to assign I/L residues based on secondary fragments (satellite ions, i.e., w-ions). Moreover, evidence for sequence assignments can now be directly evaluated with the addition of an integrated spectrum viewer. Lastly, input data from a wider selection of de novo peptide sequencing algorithms are allowed, now including Casanovo, PEAKS, Novor.Cloud, pNovo, and MaxNovo, in addition to flat text and FASTA. Combined, these changes make Stitch compatible with a larger range of data processing pipelines and improve its tolerance to peptide-level sequencing errors.

利用自下而上的蛋白质组学技术,可直接从多肽产物中确定抗体序列,准确率高达 99%。肽水平的测序准确性受到以下因素的限制:等位残基亮氨酸和异亮氨酸;不完整的片段谱,其中两个或更多残基的顺序因中间位置缺乏片段离子而模糊不清;氨基酸的等位组合,其长度可能不同,例如 GG = N 和 GA = Q。该版本引入了基于质量的比对算法,明确考虑了质量重合误差。此外,它还加入了一个后处理程序,根据二级碎片(卫星离子,即 w 离子)分配 I/L 残基。此外,现在还增加了综合光谱查看器,可以直接评估序列分配的证据。最后,除了平面文本和 FASTA 之外,现在还允许从更广泛的肽测序算法中输入数据,包括 Casanovo、PEAKS、Novor.Cloud、pNovo 和 MaxNovo。这些变化使 Stitch 能够兼容更多的数据处理管道,并提高了对肽段测序错误的容错能力。
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引用次数: 0
Skeletal Muscle Proteome Modifications following Antibiotic-Induced Microbial Disturbances in Cancer Cachexia 抗生素诱发癌症腹痛微生物紊乱后骨骼肌蛋白质组的改变
IF 4.4 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-06-19 DOI: 10.1021/acs.jproteome.4c00143
Mathilde Simonson, Gwendal Cueff, Morgane M. Thibaut, Christophe Giraudet, Jérôme Salles, Christophe Chambon, Yves Boirie, Laure B. Bindels, Marine Gueugneau, Christelle Guillet
Cancer cachexia is an involuntary loss of body weight, mostly of skeletal muscle. Previous research favors the existence of a microbiota-muscle crosstalk, so the aim of the study was to evaluate the impact of microbiota alterations induced by antibiotics on skeletal muscle proteins expression. Skeletal muscle proteome changes were investigated in control (CT) or C26 cachectic mice (C26) with or without antibiotic treatment (CT-ATB or C26-ATB, n = 8 per group). Muscle protein extracts were divided into a sarcoplasmic and myofibrillar fraction and then underwent label-free liquid chromatography separation, mass spectrometry analysis, Mascot protein identification, and METASCAPE platform data analysis. In C26 mice, the atrogen mafbx expression was 353% higher than CT mice and 42.3% higher than C26-ATB mice. No effect on the muscle protein synthesis was observed. Proteomic analyses revealed a strong effect of antibiotics on skeletal muscle proteome outside of cachexia, with adaptative processes involved in protein folding, growth, energy metabolism, and muscle contraction. In C26-ATB mice, proteome adaptations observed in CT-ATB mice were blunted. Differentially expressed proteins were involved in other processes like glucose metabolism, oxidative stress response, and proteolysis. This study confirms the existence of a microbiota-muscle axis, with a muscle response after antibiotics that varies depending on whether cachexia is present.
癌症恶病质是一种非自愿的体重减轻,主要是骨骼肌的减轻。以往的研究表明,微生物群与肌肉之间存在相互影响,因此本研究旨在评估抗生素引起的微生物群变化对骨骼肌蛋白质表达的影响。研究人员调查了对照组(CT)或 C26 缓存小鼠(C26)在接受或未接受抗生素治疗(CT-ATB 或 C26-ATB,每组 n = 8)情况下骨骼肌蛋白质组的变化。肌肉蛋白质提取物分为肌浆和肌纤维部分,然后进行无标记液相色谱分离、质谱分析、Mascot蛋白质鉴定和METASCAPE平台数据分析。在C26小鼠中,雄激素mafbx的表达量比CT小鼠高353%,比C26-ATB小鼠高42.3%。没有观察到对肌肉蛋白质合成的影响。蛋白质组分析表明,抗生素对恶病质以外的骨骼肌蛋白质组有很强的影响,其适应过程涉及蛋白质折叠、生长、能量代谢和肌肉收缩。在 C26-ATB 小鼠中,在 CT-ATB 小鼠中观察到的蛋白质组适应性被削弱。差异表达的蛋白质参与了葡萄糖代谢、氧化应激反应和蛋白质分解等其他过程。这项研究证实了微生物群-肌肉轴的存在,使用抗生素后肌肉的反应因是否存在恶病质而异。
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引用次数: 0
Anion Exchange Chromatography–Mass Spectrometry to Characterize Proteoforms of Alpha-1-Acid Glycoprotein during and after Pregnancy 阴离子交换色谱-质谱法表征妊娠期间和妊娠后甲型 1-酸糖蛋白的蛋白质形式
IF 4.4 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-06-19 DOI: 10.1021/acs.jproteome.4c00107
Guusje van Schaick, Manfred Wuhrer, Constantin Blöchl, Radboud J. E. M. Dolhain, Elena Domínguez-Vega
Alpha-1-acid glycoprotein (AGP) is a heterogeneous glycoprotein fulfilling key roles in many biological processes, including transport of drugs and hormones and modulation of inflammatory and immune responses. The glycoform profile of AGP is known to change depending on (patho)physiological states such as inflammatory diseases or pregnancy. Besides complexity originating from five N-glycosylation sites, the heterogeneity of the AGP further expands to genetic variants. To allow in-depth characterization of this intriguing protein, we developed a method using anion exchange chromatography (AEX) coupled to mass spectrometry (MS) revealing the presence of over 400 proteoforms differing in their glycosylation or genetic variants. More precisely, we could determine that AGP mainly consists of highly sialylated higher antennary structures with on average 16 sialic acids and 0 or 1 fucose per protein. Interestingly, a slightly higher level of fucosylation was observed for AGP1 variants compared to that of AGP2. Proteoform assignment was supported by integrating data from complementary MS-based approaches, including AEX–MS of an exoglycosidase-treated sample and glycopeptide analysis after tryptic digestion. The developed analytical method was applied to characterize AGP from plasma of women during and after pregnancy, revealing differences in glycosylation profiles, specifically in the number of antennae, HexHexNAc units, and sialic acids.
α-1-酸糖蛋白(AGP)是一种异构糖蛋白,在许多生物过程中发挥着关键作用,包括运输药物和激素以及调节炎症和免疫反应。众所周知,AGP 的糖型随炎症或妊娠等(病理)生理状态而变化。除了五个 N-糖基化位点带来的复杂性外,AGP 的异质性还进一步扩展到遗传变异。为了深入分析这种引人入胜的蛋白质,我们开发了一种使用阴离子交换色谱法(AEX)和质谱法(MS)的方法,揭示了 400 多种因糖基化或基因变异而不同的蛋白质形式。更准确地说,我们可以确定 AGP 主要由高度糖基化的高级触角结构组成,平均每个蛋白质含有 16 个硅酸和 0 或 1 个岩藻糖。有趣的是,与 AGP2 相比,AGP1 变体的岩藻糖基化水平略高。通过整合基于质谱的互补方法(包括外糖苷酶处理样本的 AEX-MS 和胰蛋白酶消化后的糖肽分析)获得的数据,支持了蛋白质形态的确定。所开发的分析方法被应用于表征孕期和产后妇女血浆中的 AGP,揭示了糖基化图谱的差异,特别是触角数量、HexHexNAc 单位和硅酸的差异。
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引用次数: 0
Comparative Analysis of Protein Quantification by the SomaScan Assay versus Orthogonal Methods in Urine from People with Diabetic Kidney Disease 糖尿病肾病患者尿液中蛋白质定量 SomaScan 分析法与正交方法的比较分析
IF 4.4 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-06-18 DOI: 10.1021/acs.jproteome.4c00322
Lauren N. Lopez, Blythe Durbin-Johnson, Chenoa R. Vargas, John Ruzinski, Anne Goodling, Rajnish Mehrotra, Tomas Vaisar, David M. Rocke, Maryam Afkarian
To our knowledge, calibration curves or other validations for thousands of SomaScan aptamers are not publicly available. Moreover, the abundance of urine proteins obtained from these assays is not routinely validated with orthogonal methods (OMs). We report an in-depth comparison of SomaScan readout for 23 proteins in urine samples from patients with diabetic kidney disease (n = 118) vs OMs, including liquid chromatography-targeted mass spectrometry (LC-MS), ELISA, and nephelometry. Pearson correlation between urine abundance of the 23 proteins from SomaScan 3.2 vs OMs ranged from −0.58 to 0.86, with a median (interquartile ratio, [IQR]) of 0.49 (0.18, 0.53). In multivariable linear regression, the SomaScan readout for 6 of the 23 examined proteins (26%) was most strongly associated with the OM-derived abundance of the same (target) protein. For 3 of 23 (13%), the SomaScan and OM-derived abundance of each protein were significantly associated, but the SomaScan readout was more strongly associated with OM-derived abundance of one or more “off-target” proteins. For the remaining 14 proteins (61%), the SomaScan readouts were not significantly associated with the OM-derived abundance of the targeted proteins. In 6 of the latest group, the SomaScan readout was not associated with urine abundance of any of the 23 quantified proteins. To sum, over half of the SomaScan results could not be confirmed by independent orthogonal methods.
据我们所知,数千种 SomaScan 合体的校准曲线或其他验证尚未公开。此外,通过这些检测方法获得的尿液蛋白质的丰度也没有通过正交方法(OMs)进行常规验证。我们报告了糖尿病肾病患者(n = 118)尿液样本中 23 种蛋白质的 SomaScan 读数与 OMs(包括液相色谱-靶向质谱法(LC-MS)、酶联免疫吸附法(ELISA)和神经酚测定法)的深入比较。SomaScan 3.2 与 OMs 中 23 种蛋白质的尿液丰度之间的皮尔逊相关性介于 -0.58 与 0.86 之间,中位数(四分位间比 [IQR])为 0.49(0.18,0.53)。在多变量线性回归中,23 个受检蛋白质中有 6 个(26%)的 SomaScan 读数与相同(目标)蛋白质的 OM 导出丰度关联度最高。对于 23 个蛋白质中的 3 个(13%),每个蛋白质的 SomaScan 读数和 OM 衍生丰度有显著关联,但 SomaScan 读数与一个或多个 "非目标 "蛋白质的 OM 衍生丰度关联更强。对于其余 14 个蛋白质(61%),SomaScan 读数与目标蛋白质的 OM 衍生丰度无明显关联。在最新的一组蛋白质中,有 6 个蛋白质的 SomaScan 读数与 23 个定量蛋白质中任何一个蛋白质的尿液丰度无关。总之,超过一半的 SomaScan 结果无法通过独立的正交方法证实。
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Journal of Proteome Research
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