structural modeling

结构建模
  • 文章类型: Journal Article
    Cilia很苗条,存在于真核细胞表面的微米级细胞器。它们在信号传导和运动中起作用,并通过步行内运输(IFT)构建。将IFT复合物组装到所谓的IFT火车中以启动纤毛进入纤毛底部仍然是一个争论的问题。这里,我们使用结构建模为RabL2如何通过CEP19锚定在睫状基座上,然后移交给IFT火车进行睫状进入提供了体系结构框架。我们的模型表明,CEP43的N末端结构域形成同源二聚体,通过与CEP350的直接相互作用锚定在纤毛的远端附件处。长接头区将CEP43的N端结构域与C端结构域分开,它捕获远端附件上方和远端附件附近的CEP19。此外,我们提出了RabL2-CEP19如何与IFT-B复合物相关的结构模型,提供有关RabL2如何从CEP19移交给IFT综合体的见解。有趣的是,RabL2与IFT-B复合物的结合似乎通过IFT81/74蛋白卷曲螺旋的扭结诱导IFT复合物的显着构象变化,这可能会使IFT机器进入纤毛。
    Cilia are slender, micrometer-long organelles present on the surface of eukaryotic cells. They function in signaling and locomotion and are constructed by intraflagellar transport (IFT). The assembly of IFT complexes into so-called IFT trains to initiate ciliary entry at the base of the cilium remains a matter of debate. Here, we use structural modeling to provide an architectural framework for how RabL2 is anchored at the ciliary base via CEP19 before being handed over to IFT trains for ciliary entry. Our models suggest that the N-terminal domain of CEP43 forms a homo-dimer to anchor at the subdistal appendages of cilia through a direct interaction with CEP350. A long linker region separates the N-terminal domain of CEP43 from the C-terminal domain, which captures CEP19 above the subdistal appendages and close to the distal appendages. Furthermore, we present a structural model for how RabL2-CEP19 associates with the IFT-B complex, providing insight into how RabL2 is handed over from CEP19 to the IFT complex. Interestingly, RabL2 association with the IFT-B complex appears to induce a significant conformational change in the IFT complex via a kink in the coiled-coils of the IFT81/74 proteins, which may prime the IFT machinery for entry into cilia.
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  • 文章类型: Journal Article
    从前体蛋白中除去前肽以产生其活性或成熟形式。前肽在蛋白质折叠中起重要作用,交通运输,和激活,并存在于UniProt数据库中约2.3%的审查蛋白质中。它们通常存在于分泌或膜结合蛋白中,包括蛋白水解酶,荷尔蒙,和毒素。我们在被指定为前肽的蛋白质序列中鉴定了多种球状和非小叶Pfam结构域,其中一些与成熟蛋白质中的其他结构域形成分子内相互作用。含前肽的酶主要起蛋白酶的作用,因为它们耗尽了其他酶类,如作用于DNA和RNA的水解酶,异构酶,和lyases。我们应用AlphaFold来产生具有不少于20个残基的前肽的超过7000种蛋白质的结构模型。在这些模型中对残基接触的分析揭示了在前肽切割之前和之后超过300种蛋白质的构象变化。构象变化的例子发生在枯草杆菌蛋白酶家族的几类蛋白水解酶中,胰蛋白酶,天冬氨酰蛋白酶,和嗜热菌蛋白酶.在大多数观察到的情况下,前肽的裂解释放了前肽和成熟蛋白质之间的共价键施加的约束,和切割使前肽和成熟蛋白质之间的相互作用更强。这些发现表明,裂解后前肽可能在调节成熟蛋白质的活性中起关键作用。
    A propeptide is removed from a precursor protein to generate its active or mature form. Propeptides play essential roles in protein folding, transportation, and activation and are present in about 2.3% of reviewed proteins in the UniProt database. They are often found in secreted or membrane-bound proteins including proteolytic enzymes, hormones, and toxins. We identified a variety of globular and nonglobular Pfam domains in protein sequences designated as propeptides, some of which form intramolecular interactions with other domains in the mature proteins. Propeptide-containing enzymes mostly function as proteases, as they are depleted in other enzyme classes such as hydrolases acting on DNA and RNA, isomerases, and lyases. We applied AlphaFold to generate structural models for over 7000 proteins with propeptides having no less than 20 residues. Analysis of residue contacts in these models revealed conformational changes for over 300 proteins before and after the cleavage of the propeptide. Examples of conformation change occur in several classes of proteolytic enzymes in the families of subtilisins, trypsins, aspartyl proteases, and thermolysin-like metalloproteases. In most of the observed cases, cleavage of the propeptide releases the constraints imposed by the covalent bond between the propeptide and the mature protein, and cleavage enables stronger interactions between the propeptide and the mature protein. These findings suggest that post-cleavage propeptides could play critical roles in regulating the activity of mature proteins.
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  • 文章类型: Journal Article
    在目前的研究中,我们利用分子建模和模拟方法来定义牛蛙菊粉的潜在分子靶标,包括炎症蛋白如iNOS,COX-2,TNF-α,IL-6和IL-1β。分子对接结果揭示了这些靶标的潜在相互作用和良好的结合亲和力;然而,IL-1β,COX-2和iNOS被鉴定为菊粉的最佳靶标。基于分子模拟的稳定性评估表明,菊粉可以主要靶向iNOS,也可能在DSS诱导的结肠炎期间补充靶向COX-2和IL-1β,以减少这些炎症机制的作用。此外,残余柔韧性,氢键,据报道,结构填料具有均匀的轨迹,在整个模拟过程中没有明显的扰动。使用主成分分析(PCA)对模拟轨迹内的蛋白质运动进行聚类。IL-1β-菊粉复合物,大约70%的总运动归因于前三个特征向量,而剩余的运动由剩余的特征向量贡献。相比之下,对于COX2-菊粉复合物,总运动的75%归因于特征向量。此外,在iNOS-菊粉复合物中,前三个特征向量占总运动的60%。此外,iNOS-菊粉复合物通过前三个特征向量对总运动贡献了60%。为了探索突变后热力学上有利的变化,进行了运动模式分析。自由能景观(FEL)结果表明,IL-1β-菊粉以最低的能量达到单一构象,而COX2-菊粉和iNOS-菊粉各表现出两种最低能量构象。IL-1β-菊粉和COX2-菊粉的总结合自由能为-27.76kcal/mol和-37.78kcal/mol,分别,而iNOS-菊粉在-45.89kcal/mol时表现出最佳的结合自由能结果。这表明iNOS比其他两种复合物具有更强的药理学潜力。因此,需要进一步的实验来使用菊粉靶向iNOS和减少DSS诱导的结肠炎和其他自身免疫性疾病。
    In the current study, we utilized molecular modeling and simulation approaches to define putative potential molecular targets for Burdock Inulin, including inflammatory proteins such as iNOS, COX-2, TNF-alpha, IL-6, and IL-1β. Molecular docking results revealed potential interactions and good binding affinity for these targets; however, IL-1β, COX-2, and iNOS were identified as the best targets for Inulin. Molecular simulation-based stability assessment demonstrated that inulin could primarily target iNOS and may also supplementarily target COX-2 and IL-1β during DSS-induced colitis to reduce the role of these inflammatory mechanisms. Furthermore, residual flexibility, hydrogen bonding, and structural packing were reported with uniform trajectories, showing no significant perturbation throughout the simulation. The protein motions within the simulation trajectories were clustered using principal component analysis (PCA). The IL-1β-Inulin complex, approximately 70% of the total motion was attributed to the first three eigenvectors, while the remaining motion was contributed by the remaining eigenvectors. In contrast, for the COX2-Inulin complex, 75% of the total motion was attributed to the eigenvectors. Furthermore, in the iNOS-Inulin complex, the first three eigenvectors contributed to 60% of the total motion. Furthermore, the iNOS-Inulin complex contributed 60% to the total motion through the first three eigenvectors. To explore thermodynamically favorable changes upon mutation, motion mode analysis was carried out. The Free Energy Landscape (FEL) results demonstrated that the IL-1β-Inulin achieved a single conformation with the lowest energy, while COX2-Inulin and iNOS-Inulin exhibited two lowest-energy conformations each. IL-1β-Inulin and COX2-Inulin displayed total binding free energies of - 27.76 kcal/mol and - 37.78 kcal/mol, respectively, while iNOS-Inulin demonstrated the best binding free energy results at - 45.89 kcal/mol. This indicates a stronger pharmacological potential of iNOS than the other two complexes. Thus, further experiments are needed to use inulin to target iNOS and reduce DSS-induced colitis and other autoimmune diseases.
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  • 文章类型: Journal Article
    这项研究调查了人类功能维度对智利社区居住老年人(OAs)幸福感的影响。问卷调查用于从参加医疗机构的785名男女的OA样本中收集数据。使用平行分析和倾斜旋转进行探索性因子分析。使用最大似然和未加权最小二乘法进行验证性因子分析和结构方程建模。通过考虑绝对和各自的增量拟合指数进行拟合优度分析。功能因素和幸福因素之间的关系在1%的水平上都是显著的,表明功能影响幸福。两个结构之间的方差比率与协方差的比率相同,表明模型之间的一致性,在参数估计方面具有相似性和公平性。该模型证实了日常生活活动功能与幸福之间的直接关系。鉴于缺乏功能会显著影响OAs的幸福和生活质量,这种关系与现有理论是一致的。这些发现可能有助于智利和其他拉丁美洲国家制定有关OA的社会和卫生政策。
    This study examined the effect of the human-functioning dimension on happiness among community-dwelling older adults (OAs) in Chile. Questionnaires were used for data collection from a sample of 785 OAs of both sexes attending healthcare institutions. Exploratory factor analysis was performed using parallel analysis and oblique rotation. Confirmatory factor analysis and structural equation modeling were conducted using the maximum likelihood and unweighted least squares methods. Goodness-of-fit analyses were performed by considering absolute and respective incremental fit indices. The relationships between the functioning and happiness factors were all significant at the 1% level, indicating that functioning impacts happiness. The ratios of the variances between both constructs were identical to those of the covariances, indicating consistency between the models, with similarities and equalities in the estimation of their parameters. The modeling confirms a direct relationship between activities of daily living functioning and happiness. Given that a lack of functioning significantly affects OAs\' happiness and quality of life, this relationship is consistent with the available theory. These findings may contribute to the formulation of social and health policies regarding OAs in Chile and other Latin American countries.
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  • 文章类型: Journal Article
    果蝇已被用作动物模型来研究神经系统疾病的致病机制。胸苷酸激酶(TMPK)是dTTP合成中的重要酶,催化dTMP磷酸化为dTDP。DTYMK基因的功能缺失突变,TMPK的编码,导致人类患者严重的小头畸形。在这项研究中,克隆了果蝇TMPK(DmTMPK),表达,纯化和表征。与人类TMPK不同,DmTMPK不仅磷酸化dTMP和dUMP,而且磷酸化dGMP和dIMP,尽管效率低。ATP和dATP是最有效的磷酸盐供体,但在较高浓度(>ImM)下,ATP抑制DmTMPK活性。序列和结构模型分析解释了为什么DmTMPK可以磷酸化嘌呤核苷单磷酸酯。本研究为今后果蝇TMPK功能的研究奠定了坚实的基础。
    Drosophila has been used as an animal model to study pathogenic mechanism of neurological disorders. Thymidylate kinase (TMPK) is an essential enzyme in dTTP synthesis catalyzing the phosphorylation of dTMP to dTDP. Loss of function mutations in the DTYMK gene, coding for TMPK, cause severe microcephaly in human patients. In this study, Drosophila melanogaster TMPK (DmTMPK) was cloned, expressed, purified and characterized. Unlike human TMPK, DmTMPK phosphorylated not only dTMP and dUMP but also dGMP and dIMP although with low efficiency. ATP and dATP are the most efficient phosphate donor but at higher concentration (>1 mM) ATP inhibited DmTMPK activity. Sequence and structural model analysis explain why DmTMPK could phosphorylate purine nucleoside monophosphates. This study has laid a solid foundation for future study of TMPK function in Drosophila.
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  • 文章类型: Journal Article
    马铃薯病毒A病毒体(PVA)的外壳蛋白(CP)含有部分无序的N端结构域,这是执行病毒重要功能所必需的。在这项工作中,基于the的平地图数据,对完整的PVA病毒体和缺乏N端32个氨基酸的病毒颗粒(PVAΔ32)中的外壳蛋白(CP)的结构进行了比较分析。使用马铃薯病毒Y型病毒(PVY)蛋白的原子分辨率结构,这是CPPVA的同系物,计算PVY病毒粒子中可用的CP表面,并确定亚基间/螺旋间接触的面积。为此,李和理查兹的方法[李,B.,还有理查兹,F.M.(1971)J.Mol。Biol.,55,379-400]被使用。tri标记在完整和胰蛋白酶降解的PVAΔ32中的掺入谱的比较揭示了ΔN肽的位置,该位置屏蔽了表面结构域(a.a.66-73,141-146)和螺旋间区域(a.a.161-175)PVACP。在病毒体中发现了通道/空腔的存在,被证明对氚原子有部分渗透性。去除ΔN-肽后,还观察到病毒体中标签掺入的减少(a.a.184-200),表明可能的结构转变导致病毒体压实。根据获得的数据,我们可以得出结论,部分表面ΔN-肽被插入病毒粒子螺旋的线圈之间,从而增加了螺旋螺距并提供了更大的病毒粒子的灵活性,这对植物中病毒的细胞间转运很重要。
    Coat proteins (CP) of the potato virus A virions (PVA) contain partially disordered N-terminal domains, which are necessary for performing vital functions of the virus. Comparative analysis of the structures of coat proteins (CPs) in the intact PVA virions and in the virus particles lacking N-terminal 32 amino acids (PVAΔ32) was carried out in this work based on the tritium planigraphy data. Using atomic-resolution structure of the potato virus Y potyvirus (PVY) protein, which is a homolog of the CP PVA, the available CP surfaces in the PVY virion were calculated and the areas of intersubunit/interhelix contacts were determined. For this purpose, the approach of Lee and Richards [Lee, B., and Richards, F. M. (1971) J. Mol. Biol., 55, 379-400] was used. Comparison of incorporation profiles of the tritium label in the intact and trypsin-degraded PVAΔ32 revealed position of the ΔN-peptide shielding the surface domain (a.a. 66-73, 141-146) and the interhelix zone (a.a. 161-175) of the PVA CP. Presence of the channels/cavities was found in the virion, which turned out to be partially permeable to tritium atoms. Upon removal of the ΔN-peptide, decrease in the label incorporation within the virion (a.a. 184-200) was also observed, indicating possible structural transition leading to the virion compactization. Based on the obtained data, we can conclude that part of the surface ΔN-peptide is inserted between the coils of the virion helix thus increasing the helix pitch and providing greater flexibility of the virion, which is important for intercellular transport of the viruses in the plants.
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  • 文章类型: Review
    离子通道在人体生理中起着关键作用,是药物发现的重要靶标。离子通道的原子级结构为对通道门控和调制的分子机制的基本理解提供了宝贵的见解。基于深度学习的计算方法最近的突破,比如AlphaFold,RoseTTAFold,和ESMFold改变了蛋白质结构预测和设计的研究。我们回顾了AlphaFold的应用,RoseTTAFold,和ESMFold使用代表性电压门控离子通道对离子通道进行结构建模,包括人电压门控钠(NaV)通道-NaV1.8,人电压门控钙(CaV)通道-CaV1.1和人电压门控钾(KV)通道-KV1.3。我们比较了AlphaFold,RoseTTAFold,NaV1.8,CaV1.1和KV1.3的ESFold结构模型以及相应的低温EM结构,以评估它们的异同细节。我们的发现揭示了当前最先进的基于深度学习的离子通道结构建模计算方法的优势和局限性。为离子通道研究提供有价值的见解,以指导其未来的应用。
    Ion channels play key roles in human physiology and are important targets in drug discovery. The atomic-scale structures of ion channels provide invaluable insights into a fundamental understanding of the molecular mechanisms of channel gating and modulation. Recent breakthroughs in deep learning-based computational methods, such as AlphaFold, RoseTTAFold, and ESMFold have transformed research in protein structure prediction and design. We review the application of AlphaFold, RoseTTAFold, and ESMFold to structural modeling of ion channels using representative voltage-gated ion channels, including human voltage-gated sodium (NaV) channel - NaV1.8, human voltage-gated calcium (CaV) channel - CaV1.1, and human voltage-gated potassium (KV) channel - KV1.3. We compared AlphaFold, RoseTTAFold, and ESMFold structural models of NaV1.8, CaV1.1, and KV1.3 with corresponding cryo-EM structures to assess details of their similarities and differences. Our findings shed light on the strengths and limitations of the current state-of-the-art deep learning-based computational methods for modeling ion channel structures, offering valuable insights to guide their future applications for ion channel research.
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  • 文章类型: Journal Article
    雌激素在胚胎发育中起关键作用,性腺性别分化,行为,以及脊椎动物和几种人类癌症的繁殖。雌激素由睾酮和雄烯二酮通过内质网膜结合的P450芳香化酶/细胞色素P450氧化还原酶复合物(CYP19/CPR)合成。这里,我们报道了由CYP19基因拷贝编码的新型哺乳动物CYP19亚型的特征。这些CYP19同种型均由N端跨膜螺旋中的突变组合定义(E42K,D43N)和在螺旋C的催化结构域(P146T,F147Y).由于KN跨膜螺旋,突变CYP19同种型显示增加的雄激素转化。此外,螺旋C中的TY取代导致对雄烯二酮的底物偏好。我们的结构模型表明,CYP19突变体可能与膜(影响底物摄取)和CPR(影响电子转移)有不同的相互作用。为催化差异提供结构线索。
    Estrogens play critical roles in embryonic development, gonadal sex differentiation, behavior, and reproduction in vertebrates and in several human cancers. Estrogens are synthesized from testosterone and androstenedione by the endoplasmic reticulum membrane-bound P450 aromatase/cytochrome P450 oxidoreductase complex (CYP19/CPR). Here, we report the characterization of novel mammalian CYP19 isoforms encoded by CYP19 gene copies. These CYP19 isoforms are all defined by a combination of mutations in the N-terminal transmembrane helix (E42K, D43N) and in helix C of the catalytic domain (P146T, F147Y). The mutant CYP19 isoforms show increased androgen conversion due to the KN transmembrane helix. In addition, the TY substitutions in helix C result in a substrate preference for androstenedione. Our structural models suggest that CYP19 mutants may interact differently with the membrane (affecting substrate uptake) and with CPR (affecting electron transfer), providing structural clues for the catalytic differences.
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  • 文章类型: Journal Article
    肽的结构建模可以有助于发现新药和更深入地了解生命的分子机制。在这里,我们提出了一种用于线性和环状肽结构预测的新的多尺度方案。该协议结合了两个主要阶段:使用CABS-flex独立封装的粗粒度模拟和使用Modeller程序的全原子重建优化过程。我们评估了一组线性肽和两组环肽的方案,通过骨架和二硫键环化。与其他最先进的工具(APPTEST,PEP-FOLD,ColabFold中的ESMFold和AlphaFold实现)表明,对于大多数情况,AlphaFold提供最高的分辨率。然而,CABS-flex很有竞争力,特别是当涉及到短线性肽时。正如所证明的,通过与残差-残差接触预测方法或更有效的评分相结合,可以进一步提高协议性能。该协议包含在CABS-flex独立软件包中,以及在线文档,以帮助用户预测肽和迷你蛋白的结构。
    The structural modeling of peptides can be a useful aid in the discovery of new drugs and a deeper understanding of the molecular mechanisms of life. Here we present a novel multiscale protocol for the structure prediction of linear and cyclic peptides. The protocol combines two main stages: coarse-grained simulations using the CABS-flex standalone package and an all-atom reconstruction-optimization process using the Modeller program. We evaluated the protocol on a set of linear peptides and two sets of cyclic peptides, with cyclization through the backbone and disulfide bonds. A comparison with other state-of-the-art tools (APPTEST, PEP-FOLD, ESMFold and AlphaFold implementation in ColabFold) shows that for most cases, AlphaFold offers the highest resolution. However, CABS-flex is competitive, particularly when it comes to short linear peptides. As demonstrated, the protocol performance can be further improved by combination with the residue-residue contact prediction method or more efficient scoring. The protocol is included in the CABS-flex standalone package along with online documentation to aid users in predicting the structure of peptides and mini-proteins.
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  • 文章类型: Journal Article
    嗜麦芽窄食单胞菌被发现是与根际相关的土壤细菌。稍后,研究发现嗜麦芽窄食链球菌是一种多重耐药的医院相关病原体。裂解噬菌体是潜在的抗微生物剂;因此,有必要分离和鉴定新的寡养单胞菌噬菌体。噬菌体StenM_174是从家禽养殖场的凋落物中分离的,使用嗜麦芽嗜血杆菌的临床菌株作为宿主。StenM_174在广泛的临床和环境菌株中繁殖,主要是嗜麦芽链球菌,它有podovirus形态。StenM_174基因组序列长度为42,956bp,它包含52个推定的基因。所有基因都是单向的,其中31个编码具有预测功能的蛋白质,而其余21人被确定为假设。使用AlphaFold2结构模型预测了StenM_174的两个尾部刺突蛋白。对基因组的比较分析表明,窄食单胞菌噬菌体StenM_174与噬菌体Ponderosa,Pepon,Ptah,和TS-10,可以是自拟病毒科中新推定的黄体病毒属的成员。此外,分析的数据表明该家族中有一个新的亚家族。
    Stenotrophomonas maltophilia was discovered as a soil bacterium associated with the rhizosphere. Later, S. maltophilia was found to be a multidrug-resistant hospital-associated pathogen. Lytic bacteriophages are prospective antimicrobials; therefore, there is a need for the isolation and characterization of new Stenotrophomonas phages. The phage StenM_174 was isolated from litter at a poultry farm using a clinical strain of S. maltophilia as the host. StenM_174 reproduced in a wide range of clinical and environmental strains of Stenotrophomonas, mainly S. maltophilia, and it had a podovirus morphotype. The length of the genomic sequence of StenM_174 was 42,956 bp, and it contained 52 putative genes. All genes were unidirectional, and 31 of them encoded proteins with predicted functions, while the remaining 21 were identified as hypothetical ones. Two tail spike proteins of StenM_174 were predicted using AlphaFold2 structural modeling. A comparative analysis of the genome shows that the Stenotrophomonas phage StenM_174, along with the phages Ponderosa, Pepon, Ptah, and TS-10, can be members of the new putative genus Ponderosavirus in the Autographiviridae family. In addition, the analyzed data suggest a new subfamily within this family.
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