Serum proteome

  • 文章类型: Journal Article
    使用血清进行大规模筛查的无创检测技术可用于胃癌(GC)的早期诊断。在这里,我们采用液相色谱质谱法测定胃癌前(GC前)病变和GC患者的血清蛋白质组特征和相关通路,并探讨幽门螺杆菌(H.幽门螺杆菌)感染。与非萎缩性胃炎(NAG)组相比,GC和前GC中的差异表达蛋白进行了鉴定。APOA4,一种与化生分化相关的蛋白质,和COMP,一种细胞外基质蛋白,在GC前病变和GC患者的血清中增加。此外,几种炎症相关蛋白,如组分C3,在GC和前GC组中减少,这突出了在GC级联过程中炎症反应在胃病变部位收敛的趋势。此外,与NAG组相比,GC组与氧化剂解毒相关的蛋白质丰度更高,与幽门螺杆菌阴性GC患者相比,幽门螺杆菌阳性GC组的血清中这些蛋白质也增加了,反映了氧化应激途径在幽门螺杆菌感染中的重要性。总的来说,这项研究的结果强调了在GC进展中起重要作用的途径,并且可以为检测前GC病变提供潜在的诊断生物标志物。
    The noninvasive detection technique using serum for large-scale screening is useful for the early diagnosis of gastric cancer (GC). Herein, we employed liquid chromatography mass spectrometry to determine the serum proteome signatures and related pathways in individuals with gastric precancerous (pre-GC) lesions and GC and explore the effect of Helicobacter pylori (H. pylori) infection. Differentially expressed proteins in GC and pre-GC compared with non-atrophic gastritis (NAG) group were identified. APOA4, a protein associated with metaplastic differentiation, and COMP, an extracellular matrix protein, were increased in the serum of patients with pre-GC lesions and GC. In addition, several inflammation-associated proteins, such as component C3, were decreased in the GC and pre-GC groups, which highlight a tendency for the inflammatory response to converge at the gastric lesion site during the GC cascade. Moreover, the abundance of proteins associated with oxidant detoxification was higher in the GC group compared with that in the NAG group, and these proteins were also increased in the serum of the H. pylori-positive GC group compared with that in the H. pylori-negative GC patients, reflecting the importance of oxidative stress pathways in H. pylori infection. Collectively, the findings of this study highlight pathways that play important roles in GC progression, and may provide potential diagnostic biomarkers for the detection of pre-GC lesions.
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  • 文章类型: Journal Article
    来自表观基因组学和蛋白质组学技术的基于整合组学的平台用于确定肥胖病因中的几种重要机制。食品成分,饮食摄入量,调节生物途径,和潜在的新干预目标。因此,这项研究旨在分析与肿瘤坏死因子(TNF)-α甲基化有关的饮食因素是否与正常体重和肥胖人群的差异蛋白表达有关。
    方法:将参与者分为非肥胖组(N=100)和肥胖组(N=133)。使用焦磷酸测序方法和LC-MS-MS分析TNF-α基因和蛋白质组学的DNA甲基化水平,分别。
    结果:比较TNF-α的DNA甲基化的几何平均值,表明肥胖受试者的水平低于无肥胖受试者(p<0.05)。饮食因素与某些代谢综合征成分和TNF-αDNA甲基化水平之间存在关联。蛋白质组学分析显示与肥胖相关的重要信号通路,与肥胖组相比,非肥胖组95个蛋白显著下调,181个蛋白上调。
    结论:这项研究表明,参与TNF-α甲基化的饮食因素与肥胖相关的差异蛋白表达之间存在关联。然而,在未来的研究中需要大量的样本来证实我们的结果.
    Integrated omics-based platforms from epigenomics and proteomics technologies are used to identify several important mechanisms in obesity etiology, food components, dietary intake, regulation of biological pathways, and potential new intervention targets. Therefore, this study aimed to analyze whether dietary factors involved in the methylation of tumor necrosis factor (TNF)-α are implicated in differential protein expression in people with normal weight and obesity.
    METHODS: The participants were classified into the non-obese (N = 100) and obese (N = 133) groups. DNA methylation levels of the TNF-alpha gene and proteomics were analyzed using the pyrosequencing method and LC-MS-MS, respectively.
    RESULTS: Comparison between geometric means of DNA methylation of TNF-α showed lower levels in subjects with obesity than in those without obesity (p < 0.05). There were associations between dietary factors and some metabolic syndrome components and TNF-α DNA methylation levels. Proteomic analysis showed important signaling pathways related to obesity, with 95 significantly downregulated proteins and 181 upregulated proteins in the non-obese group compared with the obese group.
    CONCLUSIONS: This study shows an association between the dietary factors involved in the methylation of TNF-α and differential protein expression related to obesity. However, a large sample size in future studies is required to confirm our results.
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  • 文章类型: Journal Article
    溶藻弧菌是弧菌病的病原体,石斑鱼水产养殖中常见的细菌感染,与鱼类出血性和非出血性溃疡的发展有关。在本研究中,对抗弧菌和易感弧菌石斑鱼的血清样品进行了比较蛋白质组分析。使用高通量LC-MS/MS分析样品,并鉴定对应于344种蛋白质的2770种独特肽。随后的分析鉴定了与对照组和易感组相比在抗性组中显著上调的21种蛋白质。这些蛋白质与免疫刺激作用有关,信号和结合级联,新陈代谢,和保持组织的完整性和生理条件。此外,确定了与免疫系统相关的潜在蛋白质生物标志物,这可能与抗病表型有关。这些数据为杂种石斑鱼对弧菌的潜在免疫机制提供了见解。感染。
    Vibrio alginolyticus is the causative agent of vibriosis, a common bacterial infection in grouper aquaculture that is associated with the development of haemorrhagic and non-haemorrhagic ulcerations on the fish. In the present study, comparative proteome analysis was performed on serum samples from Vibrio-resistant and Vibrio-susceptible grouper. Samples were analysed using high-throughput LC-MS/MS and identified 2770 unique peptides that corresponded to 344 proteins. Subsequent analysis identified 21 proteins that were significantly up-regulated in the resistant group compared to the control and the susceptible groups. Those proteins are associated with immunostimulatory effects, signalling and binding cascade, metabolism, and maintaining tissue integrity and physiological condition. Besides, potential protein biomarkers related to the immune system were identified, which could be associated with the disease-resistant phenotype. These data provide insights into the underlying immune mechanism of hybrid groupers upon Vibrio sp. infection.
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  • 文章类型: Journal Article
    血管性抑郁(VaD)是一种与脑血管疾病和血管危险因素密切相关的抑郁障碍。由于具有挑战性的诊断和有关VaD病理生理机制的信息有限,因此仍被低估。这项研究的目的是分析蛋白质组学特征,并确定在VaD中具有诊断意义的潜在生物标志物。
    使用液相色谱-串联质谱(LC-MS/MS)对35例VaD患者和36例对照的血清蛋白质组进行了深度分析。定量蛋白质的功能富集分析基于基因本体论(GO),京都基因和基因组百科全书(KEGG)途径,和Reactome数据库。机器学习算法用于筛选候选蛋白质并开发基于蛋白质的模型以有效区分VaD患者。
    与对照组相比,VaD组中有29种上调蛋白和31种下调蛋白(|log2FC|≥0.26,p≤0.05)。富集途径分析表明,与突触小泡周期和轴突引导相关的神经生物学过程可能在VaD中失调。在细胞成分(CC)术语中,突触小泡膜的外来成分是最丰富的术语。过滤19种候选蛋白用于进一步建模。用HECT结构域E3泛素蛋白连接酶3(HECTD3)的组合开发列线图,Nidogen-2(NID2),FTOα-酮戊二酸依赖性双加氧酶(FTO),高尔基膜蛋白1(GOLM1),和N-乙酰神经氨酸裂解酶(NPL),可用于预测VaD风险,疗效良好。
    这项研究提供了血清蛋白质组学的全面和综合的观点,并为VaD提供了一个有价值的基于蛋白质组学的诊断模型。
    UNASSIGNED: Vascular depression (VaD) is a depressive disorder closely associated with cerebrovascular disease and vascular risk factors. It remains underestimated owing to challenging diagnostics and limited information regarding the pathophysiological mechanisms of VaD. The purpose of this study was to analyze the proteomic signatures and identify the potential biomarkers with diagnostic significance in VaD.
    UNASSIGNED: Deep profiling of the serum proteome of 35 patients with VaD and 36 controls was performed using liquid chromatography-tandem mass spectrometry (LC-MS/MS). Functional enrichment analysis of the quantified proteins was based on Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway, and Reactome databases. Machine learning algorithms were used to screen candidate proteins and develop a protein-based model to effectively distinguish patients with VaD.
    UNASSIGNED: There were 29 up-regulated and 31 down-regulated proteins in the VaD group compared to the controls (|log2FC| ≥ 0.26, p ≤ 0.05). Enrichment pathways analyses showed that neurobiological processes related to synaptic vesicle cycle and axon guidance may be dysregulated in VaD. Extrinsic component of synaptic vesicle membrane was the most enriched term in the cellular components (CC) terms. 19 candidate proteins were filtered for further modeling. A nomogram was developed with the combination of HECT domain E3 ubiquitin protein ligase 3 (HECTD3), Nidogen-2 (NID2), FTO alpha-ketoglutarate-dependent dioxygenase (FTO), Golgi membrane protein 1 (GOLM1), and N-acetylneuraminate lyase (NPL), which could be used to predict VaD risk with favorable efficacy.
    UNASSIGNED: This study offers a comprehensive and integrated view of serum proteomics and contributes to a valuable proteomics-based diagnostic model for VaD.
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  • 文章类型: Randomized Controlled Trial
    维生素C(抗坏血酸)是一种重要的水溶性抗氧化剂,与2型糖尿病(T2D)患者的氧化应激降低有关。先前的靶向血浆蛋白质组学研究表明,抗坏血酸与健康受试者的免疫系统标志物有关。然而,在有发生T2D风险的受试者中,抗坏血酸水平与血液生物标志物之间的关联尚不清楚.在25名高胰岛素血症受试者中,通过超高效液相色谱法测量血清抗坏血酸,并通过非目标液相色谱质谱法对血清蛋白进行定量,这些受试者被随机分配高乳制品摄入量饮食或充足乳制品摄入量饮食6周。然后在6周的冲洗期后交叉。进行Spearman相关性,然后进行基因本体论分析,以鉴定与抗坏血酸相关的生物学途径。最后,进行机器学习分析以获得可以预测抗坏血酸水平的特定血清蛋白特征.调整腰围后,LDL,HDL,空腹胰岛素,空腹血糖,年龄,性别,和乳制品摄入量;血清抗坏血酸与免疫系统的不同方面呈正相关。机器学习分析表明,一个由21个特征组成的特征,其中包括17种蛋白质(主要来自免疫系统)。年龄,性别,腰围,LDL可以预测高胰岛素血症受试者的血清抗坏血酸水平。总之,该结果揭示了血清抗坏血酸水平与蛋白质之间的相关性和调节,这些蛋白质在调节T2D风险个体的免疫反应的不同方面中起着至关重要的作用。抗坏血酸的预测特征的开发将进一步帮助评估临床环境中的抗坏血酸状态。
    Vitamin C (ascorbic acid) is an important water-soluble antioxidant associated with decreased oxidative stress in type 2 diabetes (T2D) patients. A previous targeted plasma proteomic study has indicated that ascorbic acid is associated with markers of the immune system in healthy subjects. However, the association between the levels of ascorbic acid and blood biomarkers in subjects at risk of developing T2D is still unknown. Serum ascorbic acid was measured by ultra-performance liquid chromatography and serum proteins were quantified by untargeted liquid-chromatography mass spectrometry in 25 hyperinsulinemia subjects that were randomly assigned a high dairy intake diet or an adequate dairy intake diet for 6 weeks, then crossed-over after a 6-week washout period. Spearman correlation followed by gene ontology analyses were performed to identify biological pathways associated with ascorbic acid. Finally, machine learning analysis was performed to obtain a specific serum protein signature that could predict ascorbic acid levels. After adjustments for waist circumference, LDL, HDL, fasting insulin, fasting blood glucose, age, gender, and dairy intake; serum ascorbic acid correlated positively with different aspects of the immune system. Machine learning analysis indicated that a signature composed of 21 features that included 17 proteins (mainly from the immune system), age, sex, waist circumference, and LDL could predict serum ascorbic acid levels in hyperinsulinemia subjects. In conclusion, the result reveals a correlation as well as modulation between serum ascorbic acid levels and proteins that play vital roles in regulating different aspects of the immune response in individuals at risk of T2D. The development of a predictive signature for ascorbic acid will further help the assessment of ascorbic acid status in clinical settings.
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  • 文章类型: Journal Article
    缺乏灵敏的诊断方法来检测鸟分枝杆菌亚种。副结核(Map)亚临床感染阻碍了副结核(PTB)的控制。使用TMT-6plex定量蛋白质组学分析了呈现PTB的局灶性和弥漫性病理形式的自然感染母牛和阴性对照(每组n=4)的血清蛋白质组学。局灶性和弥漫性是PTB亚临床和临床阶段最常见的病理形式,分别。一个(焦点与(与)控制),八(弥漫性与control),和四个(焦点与弥漫性)差异丰度(DA)蛋白(q值<0.05)。DA蛋白的独创性途径分析揭示了急性期反应和脂质代谢的变化。选择六种候选生物标志物,通过特异性ELISA使用来自具有病灶的动物的血清进行进一步验证,多焦点,和弥漫性PTB相关病变(n=108)和对照组(n=56)。总的来说,所选蛋白质的血清表达水平的趋势与蛋白质组学结果一致。基于α-1-酸性糖蛋白(ORM1)的ELISA,基于胰岛素样生长因子结合蛋白2(IGFBP2)的ELISA,抗-MapELISA对病灶动物的检测具有最佳的诊断性能,多焦点,和弥漫性病变,分别。我们的发现确定了潜在的生物标志物,可提高PTB的诊断敏感性,并有助于阐明PTB发病机制。
    The lack of sensitive diagnostic methods to detect Mycobacterium avium subsp. paratuberculosis (Map) subclinical infections has hindered the control of paratuberculosis (PTB). The serum proteomic profiles of naturally infected cows presenting focal and diffuse pathological forms of PTB and negative controls (n = 4 per group) were analyzed using TMT-6plex quantitative proteomics. Focal and diffuse are the most frequent pathological forms in subclinical and clinical stages of PTB, respectively. One (focal versus (vs.) control), eight (diffuse vs. control), and four (focal vs. diffuse) differentially abundant (DA) proteins (q-value < 0.05) were identified. Ingenuity pathway analysis of the DA proteins revealed changes in the acute-phase response and lipid metabolism. Six candidate biomarkers were selected for further validation by specific ELISA using serum from animals with focal, multifocal, and diffuse PTB-associated lesions (n = 108) and controls (n = 56). Overall, the trends of the serum expression levels of the selected proteins were consistent with the proteomic results. Alpha-1-acid glycoprotein (ORM1)-based ELISA, insulin-like growth factor-binding protein 2 (IGFBP2)-based ELISA, and the anti-Map ELISA had the best diagnostic performance for detection of animals with focal, multifocal, and diffuse lesions, respectively. Our findings identify potential biomarkers that improve diagnostic sensitivity of PTB and help to elucidate the mechanisms involved in PTB pathogenesis.
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  • 文章类型: Journal Article
    非酒精性脂肪性肝病(NAFLD)是最常见的慢性肝病。预后可能会有所不同,从简单的脂肪变性到更严重的结果,如非酒精性脂肪性肝炎(NASH),肝硬化,和肝细胞癌。对导致NASH的生物过程的理解是有限的,并且缺乏非侵入性诊断工具。
    与经活检证实的NAFL(n=35)和NASH患者(n=35)的外周免疫蛋白质组相比,正常体重健康对照(n=15)使用邻近延伸测定法进行研究,结合空间和单细胞肝转录组分析。
    我们确定了13种炎症血清蛋白,独立于合并症和纤维化阶段,区分NASH和NAFL。共表达模式和生物网络的分析进一步揭示了NASH特异性生物扰动,其指示IL-4/-13、-10、-18和非典型NF-κβ信号传导的时间失调。在确定的炎性血清蛋白中,IL-18和EN-RAGE以及ST1A1映射到肝巨噬细胞和门静脉周围肝细胞,分别,在单细胞水平。炎性血清蛋白的特征进一步允许鉴定NASH患者的生物学上不同的亚组。
    NASH患者有明显的炎性血清蛋白特征,可以映射到肝实质,疾病的发病机理,并鉴定肝脏生物学改变的NASH患者亚组。
    Non-alcoholic fatty liver disease (NAFLD) is the most common chronic liver disease. The prognosis may vary from simple steatosis to more severe outcomes such as nonalcoholic steatohepatitis (NASH), liver cirrhosis, and hepatocellular carcinoma. The understanding of the biological processes leading to NASH is limited and non-invasive diagnostic tools are lacking.
    The peripheral immunoproteome in biopsy-proven NAFL (n=35) and NASH patients (n=35) compared to matched, normal-weight healthy controls (n=15) was studied using a proximity extension assay, combined with spatial and single cell hepatic transcriptome analysis.
    We identified 13 inflammatory serum proteins that, independent of comorbidities and fibrosis stage, distinguished NASH from NAFL. Analysis of co-expression patterns and biological networks further revealed NASH-specific biological perturbations indicative of temporal dysregulation of IL-4/-13, -10, -18, and non-canonical NF-kβ signaling. Of the identified inflammatory serum proteins, IL-18 and EN-RAGE as well as ST1A1 mapped to hepatic macrophages and periportal hepatocytes, respectively, at the single cell level. The signature of inflammatory serum proteins further permitted identification of biologically distinct subgroups of NASH patients.
    NASH patients have a distinct inflammatory serum protein signature, which can be mapped to the liver parenchyma, disease pathogenesis, and identifies subgroups of NASH patients with altered liver biology.
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  • 文章类型: Journal Article
    Intense exercise can cause inflammation and oxidative stress due to the production of reactive oxygen species. These pathophysiological processes are interdependent, and each one can induce the other, creating a vicious circle. A placebo-controlled blind study was carried out in show jumping horses (n. 16) to evaluate the effects of a commercial dietary supplement (Dolhorse® N.B.F. Lanes srl, Milan, Italy) containing Verbascum thapsus leaf powder (1.42%), Curcuma longa (14.280 mg/kg), and Boswellia serrata (Roxb ex Colebr) (14.280 mg/kg) extracts. Before and after 10 days of dietary supplementation, blood samples were collected to evaluate the protein levels, antioxidants, and inflammatory responses by proteomic analysis or real-time Reverse Transcriptase-Polymerase Chain Reaction (real-time RT-PCR). A total of 36 protein spots, connected to 29 proteins, were modulated by dietary supplementation, whereas real-time RT-PCR revealed a significant downregulation of proinflammatory cytokines (interleukin 1α (p < 0.05) and interleukin-6 (0.005), toll-like receptor 4 (p < 0.05), and IKBKB (p < 0.05) in supplemented sport horses. Immunoglobulin chains, gelsolin, plasminogen, vitamin D binding protein, apolipoprotein AIV, and filamin B were overexpressed, whereas haptoglobin, α-2-HS-glycoprotein, α2-macroglobulin, afamin, amine oxidase, 60S acidic ribosomal protein, and complement fragments 3, 4, and 7 were reduced. No effect was observed on the antioxidant defense systems. The present results suggest this phytotherapy may reinforce the innate immune responses, thus representing a valid adjuvant to alleviate inflammation, which is a pathophysiological process in sport horses.
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  • 文章类型: Journal Article
    特发性肺纤维化(IPF)的异质性限制了其诊断和治疗。IPF的病理生理特征与血清蛋白特征之间的关联目前尚不清楚。本研究基于血清蛋白质组数据集,通过使用质谱的数据独立采集(DIA)分析了与IPF临床参数相关的特定蛋白质和模式。IPF患者血清中的分化蛋白在信号通路和总生存率方面分为三个亚组。WGCNA的衰老相关特征巧合地提供了明确和直接的证据,表明衰老是IPF的关键风险因素,而不是单一的生物标志物。LDHA和CCT6A表达,与葡萄糖代谢重编程有关,IPF患者血清乳酸含量较高。跨模型分析和机器学习表明,组合生物标志物准确区分IPF患者与健康受试者,AUC为0.848(95%CI=0.684-0.941),并从另一组和ELISA测定中验证。该血清蛋白质组学图谱提供了严格的证据,使人们能够理解IPF的异质性和蛋白质改变,这有助于其诊断和治疗决策。
    The heterogeneity of idiopathic pulmonary fibrosis (IPF) limits its diagnosis and treatment. The association between the pathophysiological features and the serum protein signatures of IPF currently remains unclear. The present study analyzed the specific proteins and patterns associated with the clinical parameters of IPF based on a serum proteomic dataset by data-independent acquisition using MS. Differentiated proteins in sera distinguished patients with IPF into three subgroups in signal pathways and overall survival. Aging-associated signatures by weighted gene correlation network analysis coincidently provided clear and direct evidence that aging is a critical risk factor for IPF rather than a single biomarker. Expression of LDHA and CCT6A, which was associated with glucose metabolic reprogramming, was correlated with high serum lactic acid content in patients with IPF. Cross-model analysis and machine learning showed that a combinatorial biomarker accurately distinguished patients with IPF from healthy individuals with an area under the curve of 0.848 (95% CI = 0.684-0.941) and validated from another cohort and ELISA assay. This serum proteomic profile provides rigorous evidence that enables an understanding of the heterogeneity of IPF and protein alterations that could help in its diagnosis and treatment decisions.
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  • 文章类型: Journal Article
    血吸虫病代表了这种疾病的各个方面,从尾蚴的皮肤侵入到成虫产卵,引起脊椎动物宿主的组织反应。这个回应,无论是急性还是慢性,导致体液中组织损伤的报告分子的出现,可以作为疾病诊断的标志物进行调查,状态和预后。在这种情况下,与血吸虫感染相关的血清蛋白质组仍然缺乏探索;特别是通过使用高通量质谱仪器。在这项研究中,我们的目的是比较检查对照和感染的BALB/c小鼠的血清蛋白质组,跨越产卵开始和感染急性期高峰之间的间隔。血清的组成分析,使用与质谱联用的胰蛋白酶肽的一维反相分馏,允许识别453个成分。其中,超过30%(143个分子)的差异存在比较血清感染和未感染的小鼠,正如定量无标签猎枪方法所揭示的那样。表现出改变水平的大多数蛋白质被归类为属于免疫应答(急性期相关蛋白质),其次是与脂质转运和代谢有关的蛋白质。检查对照组和受感染个体的脂质分布显示甘油三酸酯的更明显和显着变化,VLDL和HDL分数(p<0,001),证明循环脂质分子的紊乱,并表明在宿主-寄生虫相互作用中起关键作用。我们的发现为感染急性期实验性血吸虫病的背景下的血清蛋白质组提供了全局视图。它通过列出可以被监测以告知相关炎性疾病状态的关键分子而做出贡献。我们希望它能揭示脊椎动物宿主中曼氏血吸虫寄生的未发现方面,特别是与调节介导免疫反应的脂质代谢有关的那些。
    Schistosomiasis represents a condition in which every aspect of the disease, starting from skin invasion of the cercariae to egg laying by adult worms, incites a tissue response from the vertebrate host. This response, whether acute or chronic, leads to the appearance of reporter molecules of tissue injury in bodily fluids that could be surveyed as markers for disease diagnosis, status and prognosis. In this scenario, the serum proteome associated with a schistosome infection remains poorly explored; particularly by the use of high-throughput mass spectrometric instrumentation. In this study, we aimed to comparatively examine the serum proteome of control versus infected BALB/c mice, spanning the interval between the onset of egg laying and the peak of the acute phase of infection. Compositional analysis of the sera, using one dimensional reversed-phase fractionation of tryptic peptides coupled to mass spectrometry, allowed identification of 453 constituents. Among these, over 30% (143 molecules) were differentially present comparing sera from infected and non-infected mice, as revealed by quantitative label-free shotgun approach. The majority of proteins exhibiting altered levels was categorised as belonging to immune response (acute phase-related proteins) followed by those linked to lipid transport and metabolism. Inspection of the lipid profile from control and infected individuals demonstrated more pronounced and significant alterations in triglycerides, VLDL and HDL fractions (p<0,001), attesting for a disturbance in circulating lipid molecules, and suggesting a key role in host-parasite interactions. Our findings provide a global view of the serum proteome in the context of experimental schistosomiasis during the acute phase of infection. It contributes by listing key molecules that could be monitored to inform on the associated inflammatory disease status. We hope it will shed light into uncovered aspects of the Schistosoma mansoni parasitism in the vertebrate host, particularly those related to modulation of the lipid metabolism mediating immune responses.
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