Eriocheir sinensis

中华绒螯蟹
  • 文章类型: Journal Article
    本研究的目的是研究浸泡对免疫酶活性的影响,血淋巴指数,低温空气暴露后的肠道微生物组和代谢组。结果表明,低温空气暴露引起的应激反应,导致肝胰腺损伤和膜通透性增加,但这种情况是可逆的,浸泡后缓解。此外,暴露于低温空气后,血淋巴代谢相关物质如葡萄糖和总胆固醇与初始值有显著差异(P<0.05),浸入后逐渐恢复到初始水平。低温空气暴露引起的肠道菌群和肝胰腺代谢变化在浸泡后没有完全恢复,其负面影响并没有完全消失。测序结果表明,低温空气暴露和浸泡处理后,中华绒螯蟹肠道微生物的种类组成和多样性发生了变化。拟杆菌和变形杆菌的相对丰度增加,Firmicutes的相对丰度降低(P<0.05)。代谢组学分析表明赖氨酸水平显著升高,牛磺胆酸水平显著下降,暴露于低温空气和浸泡后,肝胰腺的氨基酸代谢和脂质代谢平衡受到干扰(P<0.05)。这项研究将为中国大闸蟹暴露于空气后水浸的恢复机制提供新的见解。
    The aim of this study was to investigate the effects of immersion on immune enzyme activity, haemolymph index, intestinal microbiome and metabolome of E. sinensis after low temperature air exposure. The results showed that low temperature air exposure induced stress response, which led to hepatopancreas injury and increased membrane permeability, but this situation was reversible and alleviated after immersion. In addition, after exposure to low temperature air, haemolymph metabolism-related substances such as glucose and total cholesterol were significantly different from the initial value (P < 0.05), and gradually returned to the initial level after immersion. The changes of intestinal flora and hepatopancreas metabolism caused by low temperature air exposure did not fully recover after immersion, and its negative effects did not completely disappear. The sequencing results showed that the species composition and diversity of intestinal microorganisms of Chinese mitten crabs were changed after low temperature air exposure and immersion treatment. The relative abundance of Bacteroidetes and Proteobacteria were increased, while the relative abundance of Firmicutes was decreased (P < 0.05). Metabolomics analysis showed that lysine levels increased significantly, taurocholic acid levels decreased significantly, and amino acid metabolism and lipid metabolism balance were disturbed in hepatopancreas of E. sinensis after exposure to low temperature air and immersion (P < 0.05). This study will provide new insights into the recovery mechanism of water immersion on Chinese mitten crabs after exposure to air.
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  • 文章类型: Journal Article
    作为一种关键的平面细胞极性蛋白,梵高样2(Vangl2)是哺乳动物精子发生所必需的。作为十足甲壳类动物,中华绒螯蟹由于其独特的生精小管形态和血淋巴睾丸屏障(HTB)而表现出独特的生精过程。为了确定Vangl2是否在中华大肠杆菌中执行类似的功能,我们鉴定了Es-Vangl2。Es-Vangl2在睾丸中表现出高表达和广泛分布,表明它在精子发生中至关重要。在体内靶向敲低Es-Vangl2后,生精小管的结构被破坏,以生发区空泡化和精子释放阻塞为特征。同时,HTB的完整性受到损害,伴随着连接蛋白的表达减少和异常定位。更重要的是,Es-Vangl2的调控作用是通过调节微丝的组织,由表皮生长因子受体途径底物8(Eps8)介导的过程。进一步的研究表明,Es-Vangl2敲低导致的这些表型归因于Rock信号通路活性的抑制,Es-Rock干扰和Y27632抑制试验证实了这一点。总之,研究结果强调了Es-Vangl2通过Rock信号通路调节Eps8介导的肌动蛋白重塑在稳定HTB完整性中的关键作用。
    As a key planar cell polarity protein, Van Gogh-like 2 (Vangl2) is essential for mammalian spermatogenesis. As a decapod crustacean, Eriocheir sinensis exhibits distinct spermatogenic processes due to its unique seminiferous tubule morphology and hemolymph-testis barrier (HTB). To determine whether Vangl2 performs analogous functions in E. sinensis, we identified the Es-Vangl2. Es-Vangl2 exhibited high expression and wide distribution in the testes, indicating its crucial involvement in spermatogenesis. Following targeted knockdown of Es-Vangl2in vivo, the structure of seminiferous tubules was disrupted, characterized by vacuolization of the germinal zone and obstruction of spermatozoon release. Concurrently, the integrity of the HTB was compromised, accompanied by reduced expression and aberrant localization of junction proteins. More importantly, the regulatory influence of Es-Vangl2 was manifested through modulating the organization of microfilaments, a process mediated by epidermal growth factor receptor pathway substrate 8 (Eps8). Further studies demonstrated that these phenotypes resulting from Es-Vangl2 knockdown were attributed to the inhibition of Rock signaling pathway activity, which was verified by the Es-Rock interference and Y27632 inhibition assays. In summary, the findings highlight the pivotal role of Es-Vangl2 in stabilizing HTB integrity by regulating Eps8-mediated actin remodeling through the Rock signaling pathway in the spermatogenesis of E. sinensis.
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  • 文章类型: Journal Article
    腐败希瓦氏菌已被认为是水产养殖中新兴的重要病原体。然而,关于中国中华绒螯蟹肝胰腺坏死病的病原体的特征和微生物控制的信息很少。在这项研究中,一种多重抗性的腐败链球菌分离株(DZ-A)被鉴定为中国绒羊蟹肝胰腺坏死病的病原体。在中华绒螯蟹中显示的致死剂量(LD50)为2.20×105CFUml-1,和对氨基糖苷的多重耐药性,氯霉素,大环内酯,青霉素,肽,和四环素类抗菌药物.此外,Bdellovibrio粉对致病性S.putrefaciens具有显着的抗菌作用,并通过显着提高其免疫反应和抗氧化能力,赋予了相对存活率为80.00%至93.33%的受挑战的中华绒螯蟹以显着的保护作用。本研究的发现为中华绒螯蟹中致病性腐败链球菌的表型特征和生物防治提供了有价值的见解。
    Shewanella putrefaciens has been recognized as an emerging important pathogen in aquaculture. However, scarce information is available on the characterization and microbial control of S. putrefaciens as a causal agent of hepatopancreas necrosis disease in Chinese mitten crab Eriocheir sinensis. In this study, a multi-resistant S. putrefaciens isolate (DZ-A) was identified as a causal pathogen of hepatopancreas necrosis disease in Chinese mitten crabs. It showed a lethal dose (LD50) of 2.20 × 105 CFU ml-1 in Chinese mitten crabs, and multiple resistance to aminoglycoside, chloramphenicol, macrolide, penicillin, peptide, and tetracycline antimicrobials. In addition, Bdellovibrio powder exhibited a significant antibacterial effect against the pathogenic S. putrefaciens, and conferred significant protection to challenged Chinese mitten crabs with relative percentage survivals of 80.00% to 93.33% via significant improvement in their immune response and antioxidant capability. The findings of this study provide valuable insights into the phenotypic characterization and biological control of pathogenic S. putrefaciens in Chinese mitten crabs.
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  • 文章类型: Journal Article
    脑神经节和肌肉是中华绒螯蟹的重要调节组织。因此,探讨它们在机体抗应激反应中的协同作用具有重要意义。在这项研究中,蛋白质组学,代谢组学,并对碱度胁迫下的大脑神经节和肌肉进行了组合分析。脑神经节和肌肉在碱度适应中起着显著的协同调节作用。涉及的关键调控途径是氨基酸代谢,能量代谢,信号转导,和有机系统。它们在TCA循环中也发挥了调节作用,神经信号转导,免疫反应,稳态维持,和离子通道功能。总之,本研究为进一步研究在盐碱环境下对中华绒螯蟹生长发育的调控机制提供了理论参考。此外,为今后促进盐碱环境下中华黄连养殖业的蓬勃发展提供了理论指导。
    The cerebral ganglion and muscle are important regulatory tissues in Eriocheir sinensis. Therefore, it is of great significance to explore their synergistic roles in this organism\'s anti-stress response. In this study, proteomics, metabolomics, and combination analyses of the cerebral ganglion and muscle of E. sinensis under alkalinity stress were performed. The cerebral ganglion and muscle played a significant synergistic regulatory role in alkalinity adaptation. The key regulatory pathways involved were amino acid metabolism, energy metabolism, signal transduction, and the organismal system. They also played a modulatory role in the TCA cycle, nerve signal transduction, immune response, homeostasis maintenance, and ion channel function. In conclusion, the present study provides a theoretical reference for further research on the mechanisms regulating the growth and development of E. sinensis in saline-alkaline environments. In addition, it provides theoretical guidelines for promoting the vigorous development of the E. sinensis breeding industry in saline-alkaline environments in the future.
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  • 文章类型: Journal Article
    (1)开发利用全球广大的盐碱地是解决日益恶化的粮食危机的重要途径。中华绒螯蟹,由于其强大的渗透调节能力和适合在碱性水中培养的特点,已成为盐碱水中潜在的水产养殖品种。大脑和心脏是环境胁迫下信号传导和能量供应的关键组织。(2)本研究首次通过对碱度胁迫下中华绒螯蟹脑神经节蛋白质组学和心脏代谢组学的整合分析,探讨其协同调控分子机制。(3)结果表明,在急性碱度应激的反应中,大脑神经节与心脏密切相关。差异调节途径主要涉及能量代谢的调节,氨基酸代谢,和稳态维护。重要的是,碱性应激诱导了抗氧化剂的调节,并进一步调节了大脑神经节和心脏的寿命和节律,反映了大脑神经节和心脏可能是中华绒螯蟹在碱性环境下生存的关键组织。(4)本研究为研究碱化条件下中华绒螯蟹的调控机理提供了理论参考,有助于盐碱水养殖的发展。
    (1) The development and utilization of the vast saline-alkali land worldwide is an important way to solve the worsening food crisis. Eriocheir sinensis, due to its strong osmotic regulation capability and its characteristics of being suitable for culturing in alkaline water, has become a potential aquaculture species in saline-alkali water. The brain and heart are the key tissues for signal transduction and energy supply under environmental stress. (2) This study is the first to explore the synergistic regulatory molecular mechanism by integrated analysis on cerebral ganglion proteomics and heart metabolomics of Eriocheir sinensis under alkalinity stress. (3) The results indicate that the cerebral ganglion and heart of E. sinensis were closely related in response to acute alkalinity stress. The differential regulatory pathways mainly involved regulation of energy metabolism, amino acid metabolism, and homeostasis maintenance. Importantly, alkalinity stress induced the regulation of antioxidants and further adjusted longevity and rhythm in the cerebral ganglion and heart, reflecting that the cerebral ganglion and heart may be the key tissues for the survival of Eriocheir sinensis under an alkalinity environment. (4) This study provides a theoretical reference for research on the regulation mechanism of E. sinensis under alkalinity condition and contributes to the development of aquaculture in saline-alkali water.
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  • 文章类型: Journal Article
    蜕皮是甲壳类动物至关重要的生物学过程。甲壳类动物在整个蜕皮过程中经历了三个独立的阶段,包括蜕皮前,蜕皮后和蜕皮间。然而,蜕皮过程中免疫调节的确切机制尚不清楚。肿瘤坏死因子受体相关因子6(TRAF6)已被广泛证明参与免疫防御。在本研究中,从中华绒螯蟹(设计为EsTRAF6)中鉴定出具有两个TRAF型锌指结构域的TRAF6基因,探讨了其在蜕皮过程中调节免疫反应的作用。蜕皮前阶段EsTRAF6的mRNA表达水平高于蜕皮后阶段和蜕皮间阶段。嗜水气单胞菌刺激后,在三个蜕皮阶段,EsTRAF6,EsRelish和抗脂多糖因子(ALF)基因的表达水平显着增加。随后,检查了EsTRAF6和EsRelish响应于20-羟基蜕皮激素(20E)治疗的表达模式。注射20E后12h,EsTRAF6和EsRelish的mRNA表达显着增加。此外,与对照组相比,20E组的TRAF6蛋白表达水平也上调。此外,研究了EsTRAF6在蜕皮前阶段调节抗ALFs表达中的作用。在使用RNAi或注射抑制剂(TMBPS)抑制EsTRAF6转录物之后,EsALF1、EsALF2和EsALF3转录本显著下降。此外,在TRAF6抑制的螃蟹中,在嗜水气单胞菌刺激后,观察到蜕皮前阶段NF-κB磷酸化水平显著降低.总的来说,我们的结果表明,20E可以诱导EsTRAF6,并在蜕皮前期通过激活NF-κB促进EsALFs的表达,这为甲壳类动物蜕皮过程中免疫调节机制的研究提供了新的思路。
    Molting is a crucial biological process of crustaceans. Crustaceans go through three separate stages throughout their molting process, including pre-molt, post-molt and inter-molt. However, the exact mechanism of immunological modulation during molting remains unclear. Tumor necrosis factor receptor-associated factor 6 (TRAF6) has been extensively documented to participate in immune defense. In the present study, a TRAF6 gene with two TRAF-type zinc finger domains was identified from Eriocheir sinensis (designed as EsTRAF6), and its role in regulating immune response during molting process was explored. The mRNA expression level of EsTRAF6 at pre-molt stage was higher than that at post-molt stage and inter-molt stage. After Aeromonas hydrophila stimulation, the expression levels of EsTRAF6, EsRelish and anti-lipopolysaccharide factors (ALFs) genes exhibited a considerable increase at three molting stages. Subsequently, the expression patterns of EsTRAF6 and EsRelish in response to the treatment with 20-hydroxyecdysone (20E) were examined. The mRNA expression of EsTRAF6 and EsRelish were significantly increased at 12 h after 20E injection. Additionally, the protein expression level of TRAF6 was also up-regulated in 20E group compared to control group. Furthermore, the role of EsTRAF6 in regulating the anti- ALFs expression at pre-molt stage post A. hydrophila stimulation was investigated. Following the inhibition of the EsTRAF6 transcript using RNAi or the injection of inhibitor (TMBPS), there was a notable decrease of the EsALF1, EsALF2 and EsALF3 transcripts. Moreover, a significant reduction in the phosphorylation level of NF-κB at pre-molt stage was observed after A. hydrophila stimulation in TRAF6-inhibited crabs. Collectively, our results suggest that EsTRAF6 could be induced by 20E and promoted the EsALFs expression by activating NF-κB at pre-molt stage, which provides a novel insight into the research of immune regulatory mechanism during the process of molting of crustaceans.
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  • 文章类型: Journal Article
    表皮蛋白(CPs)是覆盖甲壳类动物消化道的表皮和几丁质衬里的重要组成部分。在这项研究中,最初从中华绒螯蟹中克隆并鉴定了四个新的CP基因(分别为EsCP3,EsCP4,EsCP5和EsCP8)。EsCP3/4/5/8包括375、411、381和570bp开放阅读框,编码124、136、126和189个氨基酸的蛋白质,分别。除EsCP8外,EsCP3/4/5均包含Chitin_bind_4域。EsCP3/4/5/8在系统发育树中聚集到不同的组中。实时定量PCR结果表明,4种EsCP基因具有不同的组织分布模式。在副溶血性弧菌攻击下,在螃蟹的肠道中观察到这四个EsCP基因的表达水平变化。RNA干扰实验表明,在肠道中敲除EsCPs可以抑制抗菌肽(AMPs)的表达,包括硬壳蛋白和抗脂多糖因子。此外,EsRelish在肠道中的敲除降低了这四个EsCP基因的表达水平。这些结果表明,EsCPs参与调节AMPs的表达,EsCP受EsRelish监管。
    Cuticle proteins (CPs) are the vital components of the cuticle and chitin lining covering the digestive tract of crustaceans. In this study, four new CP genes (designated as EsCP3, EsCP4, EsCP5, and EsCP8) were initially cloned and identified from the Chinese mitten crab Eriocheir sinensis. EsCP3/4/5/8 included 375, 411, 381, and 570 bp open reading frame encoding 124, 136, 126, and 189 amino acid proteins, respectively. Except for EsCP8, EsCP3/4/5 all contained a Chitin_bind_4 domain. EsCP3/4/5/8 were clustered into different groups in the phylogenetic tree. Quantitative real-time PCR results indicated that four EsCP genes have different patterns of tissue distribution. Changes in the expression levels of these four EsCP genes were observed in the intestine of crabs under Vibrio parahaemolyticus challenge. RNA interference assay showed that the knockdown of EsCPs in the intestine could inhibit the expression of antimicrobial peptides (AMPs), including crustins and anti-lipopolysaccharide factors. In addition, the knockdown of EsRelish in the intestine decreased the expression levels of these four EsCP genes. These results indicated that EsCPs were involved in regulating the expression of AMPs, and EsCPs were regulated by EsRelish.
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  • 文章类型: Journal Article
    蜕皮是甲壳类动物的关键生物学过程,主要由20-羟基蜕皮酮(20E)调节。蜕皮周期可分为三个主要阶段,包括蜕皮前,蜕皮后和蜕皮间阶段。蜕皮过程中的免疫调节机制仍需进一步探索。Yorkie(Yki)是Hippo信号通路中的关键转录因子,它在调节细胞生长和免疫反应中起着至关重要的作用。在本研究中,从中华绒螯蟹(设计为EsYki)中鉴定出Yki基因,并研究了EsYki在整个蜕皮过程中控制抗菌肽基因表达的调节作用。与蜕皮后阶段和蜕皮间阶段相比,蜕皮前阶段EsYki的mRNA表达水平更高。注入20E后,血细胞中EsYkimRNA表达显著且持续升高。从3小时到48小时观察到增加,在12小时达到最大水平。在20E注射后3小时,血细胞中Yki的磷酸化也显着上调。此外,嗜水气单胞菌刺激后,三个蜕皮阶段的EsYkimRNA表达水平显着增加。在嗜水气单胞菌刺激后的蜕皮后阶段检测到最大水平,而在蜕皮期观察到最低水平。EsCrus的表达模式与EsCrus相反。Yki抑制剂(CA3)抑制EsYkimRNA转录后,嗜水气单胞菌刺激后,EsCrus1和EsCrus2的mRNA表达水平显着升高。此外,NF-κB的磷酸化水平也随着Yki的抑制而增加。总的来说,我们的发现表明,EsYki可以被20E诱导,并通过抑制蜕皮过程中的NF-κB对EsCrus的表达具有抑制作用。这项研究有助于了解甲壳类动物蜕皮过程中的免疫调节机制。
    Molting is a key biological process of crustaceans, which is mainly regulated by 20-hydroxyecdyone (20E). The molting cycle could be divided into three main stages including pre-molt, post-molt and inter-molt stages. The mechanism of immune regulation during molting process still requires further exploration. Yorkie (Yki) is a pivotal transcription factor in the Hippo signaling pathway, and it plays an essential role in regulating cell growth and immune response. In the present study, a Yki gene was identified from Eriocheir sinensis (designed as EsYki), and the regulatory role of EsYki in controlling the expression of antimicrobial peptide genes throughout the molting process was investigated. The mRNA expression level of EsYki was higher at the pre-molt stage compared to the post-molt stage and inter-molt stage. Following the injection of 20E, there was a notable and consistent rise in the EsYki mRNA expression in haemocytes. The increase was observed from 3 h to 48 h with the maximum level at 12 h. And the phosphorylation of Yki in the haemocytes was also significantly up-regulated at 3 h post 20E injection. Moreover, the levels of EsYki mRNA expression at three molting stages were significantly increased post Aeromonas hydrophila stimulation. The maximum level was detected at post-molt stage following A. hydrophila stimulation, while the lowest level was observed at inter-molt stage. The expression pattern of EsCrus was in contrast to EsCrus. After EsYki mRNA transcripts were inhibited by Yki inhibitor (CA3), the mRNA expression levels of EsCrus1 and EsCrus2 following A. hydrophila stimulation were significantly elevated. Furthermore, the phosphorylation level of NF-κB was also increased following the inhibition of Yki. Collectively, our findings indicated that EsYki could be induced by 20E and has a suppressive effect on the expression of EsCrus via inhibiting NF-κB during molting process. This research contributes to the understanding of the immunological regulation mechanism during molting process in crustaceans.
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  • 文章类型: Journal Article
    LRR-only蛋白(LRRop)是一类重要的免疫分子,在无脊椎动物中充当模式识别受体,然而,这种蛋白质的细菌抑制活性仍然是未知的。在这里,从中华绒螯蟹中克隆了一个新的LRRop,命名为EsLRRrop2。EsLRRop2由六个LRR基序组成,并形成马蹄形三维结构。EsLRrop2主要在肠和肝胰腺中表达。EsLRop2在肠和肝胰腺中的转录本由副溶血性弧菌和金黄色葡萄球菌诱导,并显示相似的转录谱。在肠和肝胰腺中,EsLRRop2的表达水平对副溶血弧菌的反应比金黄色葡萄球菌更快,更高。尽管EsLRop2在血细胞中的基础表达水平相对较低,副溶血性弧菌和金黄色葡萄球菌显著诱导其在血细胞中的转录本。EsLRRop2(rEsLRRop2)的重组蛋白对弧菌具有广泛的结合谱,包括副溶血性弧菌,五、溶藻,还有V.Harveryi.rEsLRrop2对副溶血性弧菌和金黄色葡萄球菌显示出剂量和时间依赖性抑制活性,它可以凝集这两种细菌。此外,rEsLRRop2对副溶血性弧菌的抑制活性,五、溶藻,V.harveryi和金黄色葡萄球菌受pH和盐度的影响较小,当盐度为20‰,pH为8.0时,rEsLRRop2对所有三种弧菌均表现出最强的抑制活性。总的来说,这些结果阐明了EsLRrop2的细菌结合和抑制活性,为rEsLRrop2在水产养殖弧菌病防治中的应用提供了理论依据。
    LRR-only protein (LRRop) is an important class of immune molecules that function as pattern recognition receptor in invertebrates, however, the bacterial inhibitory activity of this proteins remain largely unknown. Herein, a novel LRRop was cloned from Eriocheir sinensis and named as EsLRRop2. The EsLRRop2 consists of six LRR motifs and formed a horseshoe shape three-dimension structure. EsLRRop2 was mainly expressed in intestine and hepatopancreas. The transcripts of EsLRRop2 in the intestine and hepatopancreas were induced by Vibrio parahaemolyticus and Staphylococcus aureus, and displayed similar transcriptional profiles. The expression levels of EsLRRop2 responded more rapidly and highly to V. parahaemolyticus than S. aureus in the intestine and hepatopancreas. Although the basal expression level of EsLRRop2 in hemocytes was relatively low, its transcripts in hemocytes were significantly induced by V. parahaemolyticus and S. aureus. The recombinant proteins of EsLRRop2 (rEsLRRop2) displayed a wide range of binding spectrum against vibrios, including V. parahaemolyticus, V. alginolyticus, and V. harveryi. The rEsLRRop2 showed dose- and time-dependent inhibitory activity against V. parahaemolyticus and S. aureus, and it could agglutinate the two bacteria. Furthermore, the inhibitory activities of rEsLRRop2 against V. parahaemolyticus, V. alginolyticus, V. harveryi and S. aureus was slightly affected by pH and salinity, and the rEsLRRop2 displayed the strongest inhibitory activity against all the three vibrios when the salinity was 20 ‰ and pH was 8.0. Collectively, these results elucidate the bacterial binding and inhibitory activities of EsLRRop2, and provide theoretical foundations for the application of rEsLRRop2 in prevention and control of vibrio diseases in aquaculture.
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  • 文章类型: Journal Article
    中华绒螯蟹是一种重要的经济水生动物。由于缺乏系统分析工具,其许多生物过程的调节机制仍然模糊。蛋白质-蛋白质相互作用网络(PIN)是系统分析调控机制的重要工具。在这项工作中,一种新颖的机器学习方法,DGO-SVM,应用于预测大肠杆菌的蛋白质-蛋白质相互作用(PPI),它的PIN被重建。有了域,生物过程,蛋白质的分子功能和亚细胞位置作为特征,DGO-SVM在家蚕中表现出优异的性能,人类和五种水生甲壳类动物,准确率为92-96%。使用DGO-SVM,重建了中华大肠杆菌的PIN,含有14,703种蛋白质和7,243,597种相互作用,其中35,604个相互作用与566个主要参与外源刺激反应的新蛋白相关,细胞大分子代谢和调节。DGO-SVM证明了生物过程,蛋白质的分子功能和亚细胞位置是精确预测PPI的重要因素。我们为中华大肠杆菌重建了最大的PIN,为调控机制分析提供了系统的工具。此外,PIN中与新蛋白相关的PPIs可能为分析中华大肠杆菌潜在特定生理过程的机制提供重要线索。
    Eriocheir sinensis is an economically important aquatic animal. Its regulatory mechanisms underlying many biological processes are still vague due to the lack of systematic analysis tools. The protein-protein interaction network (PIN) is an important tool for the systematic analysis of regulatory mechanisms. In this work, a novel machine learning method, DGO-SVM, was applied to predict the protein-protein interaction (PPI) in E. sinensis, and its PIN was reconstructed. With the domain, biological process, molecular functions and subcellular locations of proteins as the features, DGO-SVM showed excellent performance in Bombyx mori, humans and five aquatic crustaceans, with 92-96% accuracy. With DGO-SVM, the PIN of E. sinensis was reconstructed, containing 14,703 proteins and 7,243,597 interactions, in which 35,604 interactions were associated with 566 novel proteins mainly involved in the response to exogenous stimuli, cellular macromolecular metabolism and regulation. The DGO-SVM demonstrated that the biological process, molecular functions and subcellular locations of proteins are significant factors for the precise prediction of PPIs. We reconstructed the largest PIN for E. sinensis, which provides a systematic tool for the regulatory mechanism analysis. Furthermore, the novel-protein-related PPIs in the PIN may provide important clues for the mechanism analysis of the underlying specific physiological processes in E. sinensis.
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