Molecular dynamic simulations

分子动力学模拟
  • 文章类型: Journal Article
    细胞色素c(CytC),一个单电子的载体,将电子从复合物bc1转移到电子传输链中的细胞色素c氧化酶(CcO)。与合作伙伴的静电相互作用,复杂的bc1和CcO,由血红素附近的赖氨酸簇确保形成通用结合位点(UBS)。我们构建了线粒体CytC的三个突变变体,其中一个(2Mut),四(5Mut),以及UBS中的五个(8Mut)Lys->Glu取代,以及UBS外围的一些补偿性Glu->Lys取代,用于电荷补偿。所有突变体均显示过氧化物酶活性增加4-6倍,并加速了氰化物与CytC的三价铁血红素的结合。相比之下,氰化物配合物与亚铁CytC的分解,通过磁圆二色性光谱监测,与WT相比,突变体更慢。分子动力学模拟显示,与WT相比,突变体CytC的单个残基的Cα原子波动增加,尤其是在Ω环(70-85)中,这会导致Fe...S(Met80)配位链的不稳定,促进外源配体氰化物和过氧化物的结合,和过氧化物酶活性的增加。结果发现,只有一个替代K72E就足以引起所有这些变化,表明K72和Ω环(70-85)对线粒体CytC的结构和生理学的意义。在这项工作中,我们还建议使用铁氰化物缓冲液作为底物来监测CytC的过氧化物酶活性。这种新方法使我们能够确定中等浓度(200µM)H2O2下过氧化物酶活性的速率,并避免反应过程中自由基形成的并发症。
    Cytochrome c (CytC), a one-electron carrier, transfers electrons from complex bc1 to cytochrome c oxidase (CcO) in the electron-transport chain. Electrostatic interaction with the partners, complex bc1 and CcO, is ensured by a lysine cluster near the heme forming the Universal Binding Site (UBS). We constructed three mutant variants of mitochondrial CytC with one (2Mut), four (5Mut), and five (8Mut) Lys->Glu substitutions in the UBS and some compensating Glu->Lys substitutions at the periphery of the UBS for charge compensation. All mutants showed a 4-6 times increased peroxidase activity and accelerated binding of cyanide to the ferric heme of CytC. In contrast, decomposition of the cyanide complex with ferrous CytC, as monitored by magnetic circular dichroism spectroscopy, was slower in mutants compared to WT. Molecular dynamic simulations revealed the increase in the fluctuations of Cα atoms of individual residues of mutant CytC compared to WT, especially in the Ω-loop (70-85), which can cause destabilization of the Fe…S(Met80) coordination link, facilitation of the binding of exogenous ligands cyanide and peroxide, and an increase in peroxidase activity. It was found that only one substitution K72E is enough to induce all these changes, indicating the significance of K72 and the Ω-loop (70-85) for the structure and physiology of mitochondrial CytC. In this work, we also propose using a ferro-ferricyanide buffer as a substrate to monitor the peroxidase activity of CytC. This new approach allows us to determine the rate of peroxidase activity at moderate (200 µM) concentrations of H2O2 and avoid complications of radical formation during the reaction.
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  • 文章类型: Journal Article
    SHP2属于细胞质非受体蛋白酪氨酸磷酸酶类。它在各种癌症的发展中起着关键作用,比如胃癌,白血病,和乳腺癌。因此,SHP2作为抑制SHP2依赖性癌症中肿瘤细胞增殖的潜在靶标获得了研究人员的兴趣。本研究采用基于药效团的虚拟筛选,分子对接,分子动力学(MD)模拟,MM/PBSA,和主成分分析(PCA),其次是ADME预测。我们从超过一百万个化合物的集体数据库中选择了三个潜在的命中。使用500ns的MD模拟和结合自由能计算来分析这些选择的命中蛋白复合物的稳定性。确定的命中Lig_1,Lig_6和Lig_14的结合自由能为-161.49kJ/mol,-151.28kJ/mol,和-107.13kJ/mol,分别,与参考分子(SHP099)相比,ΔG为-71.48kJ/mol。我们的结果表明,所鉴定的化合物可用作癌症中选择性SHP2变构抑制的有希望的候选物。
    SHP2 belongs to a cytoplasmic non-receptor protein tyrosine phosphatase class. It plays a critical role in the development of various cancers, such as gastric cancer, leukemia, and breast cancer. Thus, SHP2 has gained the interest of researchers as a potential target for inhibiting tumor cell proliferation in SHP2-dependent cancers. This study employed pharmacophore-based virtual screening, molecular docking, molecular dynamic (MD) simulations, MM/PBSA, and principal component analysis (PCA), followed by ADME prediction. We selected three potential hits from a collective database of more than one million chemical compounds. The stability of these selected hit-protein complexes was analyzed using 500 ns MD simulations and binding free energy calculations. The identified hits Lig_1, Lig_6, and Lig_14 demonstrated binding free energies of -161.49 kJ/mol, -151.28 kJ/mol, and -107.13 kJ/mol, respectively, compared to the reference molecule (SHP099) with a ΔG of -71.48 kJ/mol. Our results showed that the identified compounds could be used as promising candidates for selective SHP2 allosteric inhibition in cancer.
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  • 文章类型: Journal Article
    肿瘤抑制蛋白(CYLD)通过从其底物分子上裂解K63连接的聚泛素链调节NF-κB和JNK信号通路,从而阻止癌细胞的肿瘤发生和转移。CYLD中的突变可引起结构异常和功能异常,导致肿瘤形成。在这项研究中,我们利用了几种计算工具,如PANTHER,PROVEAN,PredictSNP,PolyPhen-2,博士-SNP,PON-P2和SIFT以找出有害的nsSNP。我们还强调了这些有害的nsSNP对CYLD的结构和功能的破坏性影响,I-Mutant,SDM,Phyre2希望,Swiss-PdbViewer,和突变3D。我们从NCBI数据库中记录的446个nsSNP中筛选出18个高风险nsSNP。根据保护概况,稳定状态,和结构影响分析,我们最终确定了13个nsSNP。分子对接分析和分子动力学模拟得出的研究结论是两个重要的nsSNPs(R830K,H827R)对结合亲和力有显著影响,RMSD,RMSF,回转半径,CYLD-泛素相互作用过程中氢键的形成。主成分分析比较了CYLD的天然和两个突变体R830K和H827R,这表明分子动力学(MD)模拟期间的结构和能量分布波动。最后,蛋白质-蛋白质相互作用网络显示CYLD与20种蛋白质相互作用,这些蛋白质参与突变可能损害的几种生物学途径.考虑到所有这些模拟分析,我们的研究建议对CYLD的nsSNP与癌症进行大规模关联研究,并设计针对这些多态性相关疾病的精确药物.
    Tumor suppressor cylindromatosis protein (CYLD) regulates NF-κB and JNK signaling pathways by cleaving K63-linked poly-ubiquitin chain from its substrate molecules and thus preventing the progression of tumorigenesis and metastasis of the cancer cells. Mutations in CYLD can cause aberrant structure and abnormal functionality leading to tumor formation. In this study, we utilized several computational tools such as PANTHER, PROVEAN, PredictSNP, PolyPhen-2, PhD-SNP, PON-P2, and SIFT to find out deleterious nsSNPs. We also highlighted the damaging impact of those deleterious nsSNPs on the structure and function of the CYLD utilizing ConSurf, I-Mutant, SDM, Phyre2, HOPE, Swiss-PdbViewer, and Mutation 3D. We shortlisted 18 high-risk nsSNPs from a total of 446 nsSNPs recorded in the NCBI database. Based on the conservation profile, stability status, and structural impact analysis, we finalized 13 nsSNPs. Molecular docking analysis and molecular dynamic simulation concluded the study with the findings of two significant nsSNPs (R830K, H827R) which have a remarkable impact on binding affinity, RMSD, RMSF, radius of gyration, and hydrogen bond formation during CYLD-ubiquitin interaction. The principal component analysis compared native and two mutants R830K and H827R of CYLD that signify structural and energy profile fluctuations during molecular dynamic (MD) simulation. Finally, the protein-protein interaction network showed CYLD interacts with 20 proteins involved in several biological pathways that mutations can impair. Considering all these in silico analyses, our study recommended conducting large-scale association studies of nsSNPs of CYLD with cancer as well as designing precise medications against diseases associated with these polymorphisms.
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  • 文章类型: Journal Article
    细胞生存和逃避癌症的能力取决于其保留基因组完整性的能力,当核酸磷酸二酯键被破坏时,这可能会受到严重损害。DNA连接酶1(LIG1)通过密封在DNA复制和修复过程中产生的单链缺口在基因组维持中起关键作用。先前已经描述了该基因在有限数量的个体中的常染色体隐性突变。在这里,我们报告了纯合LIG1突变(p。A624T),影响普遍保守的残留物,出现白细胞减少症的病人,中性粒细胞减少症,淋巴细胞减少,泛-低球蛋白血症,并减少了对有丝分裂原刺激的体外反应。患者成纤维细胞表达正常水平的LIG1蛋白,但表现出受损的生长,生存能力差,高基线水平的γ-H2AX病灶,和增强对DNA损伤剂的敏感性。该突变通过降低其对镁的亲和力2.5倍来降低LIG1活性。值得注意的是,它还增加了LIG1保真度>50倍,对3'端8-氧嘌呤错配,表现出处理此类刻痕的能力显着降低。预期这将产生增加的ss-和dsDNA断裂。分子动力学模拟,和残留物相互作用网络研究,预测了这种突变对与LIG1高保真镁相关的蛋白质环的变构效应,以及腺苷酸化结构域内的DNA结合。这些抑制活动和增强保真度的双重改变,由单个突变引起,强调LIG1缺陷如何导致严重的免疫疾病的机制图。
    A cell\'s ability to survive and to evade cancer is contingent on its ability to retain genomic integrity, which can be seriously compromised when nucleic acid phosphodiester bonds are disrupted. DNA Ligase 1 (LIG1) plays a key role in genome maintenance by sealing single-stranded nicks that are produced during DNA replication and repair. Autosomal recessive mutations in a limited number of individuals have been previously described for this gene. Here we report a homozygous LIG1 mutation (p.A624T), affecting a universally conserved residue, in a patient presenting with leukopenia, neutropenia, lymphopenia, pan-hypogammaglobulinemia, and diminished in vitro response to mitogen stimulation. Patient fibroblasts expressed normal levels of LIG1 protein but exhibited impaired growth, poor viability, high baseline levels of gamma-H2AX foci, and an enhanced susceptibility to DNA-damaging agents. The mutation reduced LIG1 activity by lowering its affinity for magnesium 2.5-fold. Remarkably, it also increased LIG1 fidelity > 50-fold against 3\' end 8-Oxoguanine mismatches, exhibiting a marked reduction in its ability to process such nicks. This is expected to yield increased ss- and dsDNA breaks. Molecular dynamic simulations, and Residue Interaction Network studies, predicted an allosteric effect for this mutation on the protein loops associated with the LIG1 high-fidelity magnesium, as well as on DNA binding within the adenylation domain. These dual alterations of suppressed activity and enhanced fidelity, arising from a single mutation, underscore the mechanistic picture of how a LIG1 defect can lead to severe immunological disease.
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  • 文章类型: Journal Article
    由于温度低,南极海洋环境对蛋白质功能具有挑战性。与它们的嗜热同源物相比,适应冷的生物已经进化出具有更高的灵活性和更低的稳定性的蛋白质,导致在低温下提高反应速率。南极细菌雷单胞菌雷浮游假单胞菌TAC125(PhTAC125)基因组是编码多个血红蛋白基因共存的少数例子之一,其中,两个组成转录的2/2血红蛋白(2/2Hbs),也称为截断Hbs(TrHbs),属于第二组(或O),注释为PSHAa0030和PSHAa2217。在这项工作中,我们通过结合实验和计算方法,并实施一种新的计算方法从分子动力学轨迹中检索信息,描述了配体结合动力学及其与珠蛋白Ph-2/2HbO-2217动力学性质的相互关系。我们表明,我们的方法使我们能够识别蛋白质基质内的对接位点,这些对接位点可能能够暂时适应配体和连接它们的迁移途径。与配体再结合研究一致,我们的建模表明远端血红素口袋通过低能势垒连接到溶剂,而内腔在调节再结合动力学中只起次要作用。
    Due to the low temperature, the Antarctic marine environment is challenging for protein functioning. Cold-adapted organisms have evolved proteins endowed with higher flexibility and lower stability in comparison to their thermophilic homologs, resulting in enhanced reaction rates at low temperatures. The Antarctic bacterium Pseudoalteromonas haloplanktis TAC125 (PhTAC125) genome is one of the few examples of coexistence of multiple hemoglobin genes encoding, among others, two constitutively transcribed 2/2 hemoglobins (2/2Hbs), also named truncated Hbs (TrHbs), belonging to the Group II (or O), annotated as PSHAa0030 and PSHAa2217. In this work, we describe the ligand binding kinetics and their interrelationship with the dynamical properties of globin Ph-2/2HbO-2217 by combining experimental and computational approaches and implementing a new computational method to retrieve information from molecular dynamic trajectories. We show that our approach allows us to identify docking sites within the protein matrix that are potentially able to transiently accommodate ligands and migration pathways connecting them. Consistently with ligand rebinding studies, our modeling suggests that the distal heme pocket is connected to the solvent through a low energy barrier, while inner cavities play only a minor role in modulating rebinding kinetics.
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  • 文章类型: Journal Article
    简介:成人最常见的原发性脑肿瘤是多形性胶质母细胞瘤(GBM),占所有病例的45.2%。GBM的特点,一种高度侵袭性的脑肿瘤,包括快速细胞分裂和坏死倾向。遗憾的是,预后极差,只有5.5%的患者在诊断后存活。方法:为了根除这些复杂的疾病,重点是开发更有效的药物和精确的药理学靶点。为药物发现寻找合适的生物标志物需要考虑各种因素,包括疾病状态,基因表达水平,和蛋白质之间的相互作用。使用统计技术,如p值和错误发现率,我们确定差异表达基因(DEGs)是我们研究中识别GBM有前景的生物标志物的第一步.在132个基因中,13显示上调,只有29个显示出独特的下调。未观察到其余基因表达的统计学显著变化。结果:基质金属肽酶9(MMP9)在hub生物标志物基因鉴定中具有最大程度的,其次是(骨膜素(POSTN)在11和Hes家族BHLH转录因子5(HES5)在9。生存分析揭示了每个枢纽生物标志物基因在多形性胶质母细胞瘤的发生和发展中的重要性。许多这些基因参与信号网络和功能在细胞外区域,正如富集分析所证明的那样。我们还鉴定了在DEGs的蛋白质相互作用(PPI)中控制蛋白质的转录因子和激酶。讨论:我们发现了与每个集线器生物标志物相关的药物。它是抑制GBM中涉及的MMP9的有吸引力的治疗靶标。分子对接研究表明,所选择的复合物(卡莫司汀,洛莫司汀,marimastat,和替莫唑胺)具有-6.3,-7.4,-7.7和-8.7kcal/mol的高结合亲和力,分别,卡马斯汀复合物和马马司他复合物的平均均方根偏差(RMSD)值分别为4.2和4.9,分别,洛莫司汀和替莫唑胺复杂系统的平均RMSD为1.2和1.6,分别。此外,在均方根波动(RMSF)分析中观察到高稳定性,原子分子之间没有结构构象变化。因此,这些计算机模拟研究为实验家在未来针对致命疾病开发了一种新的方法。
    Introduction: The most common primary brain tumor in adults is glioblastoma multiforme (GBM), accounting for 45.2% of all cases. The characteristics of GBM, a highly aggressive brain tumor, include rapid cell division and a propensity for necrosis. Regretfully, the prognosis is extremely poor, with only 5.5% of patients surviving after diagnosis. Methodology: To eradicate these kinds of complicated diseases, significant focus is placed on developing more effective drugs and pinpointing precise pharmacological targets. Finding appropriate biomarkers for drug discovery entails considering a variety of factors, including illness states, gene expression levels, and interactions between proteins. Using statistical techniques like p-values and false discovery rates, we identified differentially expressed genes (DEGs) as the first step in our research for identifying promising biomarkers in GBM. Of the 132 genes, 13 showed upregulation, and only 29 showed unique downregulation. No statistically significant changes in the expression of the remaining genes were observed. Results: Matrix metallopeptidase 9 (MMP9) had the greatest degree in the hub biomarker gene identification, followed by (periostin (POSTN) at 11 and Hes family BHLH transcription factor 5 (HES5) at 9. The significance of the identification of each hub biomarker gene in the initiation and advancement of glioblastoma multiforme was brought to light by the survival analysis. Many of these genes participate in signaling networks and function in extracellular areas, as demonstrated by the enrichment analysis.We also identified the transcription factors and kinases that control proteins in the proteinprotein interactions (PPIs) of the DEGs. Discussion: We discovered drugs connected to every hub biomarker. It is an appealing therapeutic target for inhibiting MMP9 involved in GBM. Molecular docking investigations indicated that the chosen complexes (carmustine, lomustine, marimastat, and temozolomide) had high binding affinities of -6.3, -7.4, -7.7, and -8.7 kcal/mol, respectively, the mean root-mean-square deviation (RMSD) value for the carmustine complex and marimastat complex was 4.2 Å and 4.9 Å, respectively, and the lomustine and temozolomide complex system showed an average RMSD of 1.2 Å and 1.6 Å, respectively. Additionally, high stability in root-mean-square fluctuation (RMSF) analysis was observed with no structural conformational changes among the atomic molecules. Thus, these in silico investigations develop a new way for experimentalists to target lethal diseases in future.
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  • 文章类型: Journal Article
    我们提供了来自阿拉伯半岛药用植物的植物化学物质(化合物1-10)作为强粘合剂的有前途的计算(计算机模拟)数据,针对SARS-CoV-2的3-胰凝乳蛋白酶样蛋白酶(3CLPro)和木瓜蛋白酶样蛋白酶(PLPro)。化合物1-10遵循Lipinski规则五(RO5)和ADMET分析,表现出类似药物的特征。化合物1-10的非共价(可逆)对接证明了它们与3CLPro的催化二元(CYS145和HIS41)和PLPro的催化三元(CYS111、HIS272和ASP286)的结合。此外,共价(不可逆)对接协议的实施表明,只有化合物7、8和9具有共价弹头,这允许与3CLPro中的催化二元(CYS145)和PLPro中的催化三元(CYS111)形成共价键。均方根偏差(RMSD),均方根波动(RMSF),从分子动力学(MD)模拟和回转半径(Rg)分析显示,配体(化合物7、8和9)与3CLPro和PLPro之间的络合是稳定的,配体偏差较小。总的来说,关于上述植物化学物质固有特性的计算机模拟数据揭示了它们可以作为3CLPro和PLPro的可逆抑制剂的事实。此外,化合物7、8和9也显示了它们通过不可逆抑制来抑制双重靶标的新特性,表明它们可能用于开发抗SARS-CoV-2的未来药物。尽管如此,为了证实这里的理论发现,上述化合物作为3CLPro和PLPro抑制剂的有效性值得未来使用合适的体外和体内试验进行研究。
    We provide promising computational (in silico) data on phytochemicals (compounds 1-10) from Arabian Peninsula medicinal plants as strong binders, targeting 3-chymotrypsin-like protease (3CLPro) and papain-like proteases (PLPro) of SARS-CoV-2. Compounds 1-10 followed the Lipinski rules of five (RO5) and ADMET analysis, exhibiting drug-like characters. Non-covalent (reversible) docking of compounds 1-10 demonstrated their binding with the catalytic dyad (CYS145 and HIS41) of 3CLPro and catalytic triad (CYS111, HIS272, and ASP286) of PLPro. Moreover, the implementation of the covalent (irreversible) docking protocol revealed that only compounds 7, 8, and 9 possess covalent warheads, which allowed the formation of the covalent bond with the catalytic dyad (CYS145) in 3CLPro and the catalytic triad (CYS111) in PLPro. Root-mean-square deviation (RMSD), root-mean-square fluctuation (RMSF), and radius of gyration (Rg) analysis from molecular dynamic (MD) simulations revealed that complexation between ligands (compounds 7, 8, and 9) and 3CLPro and PLPro was stable, and there was less deviation of ligands. Overall, the in silico data on the inherent properties of the above phytochemicals unravel the fact that they can act as reversible inhibitors for 3CLPro and PLPro. Moreover, compounds 7, 8, and 9 also showed their novel properties to inhibit dual targets by irreversible inhibition, indicating their effectiveness for possibly developing future drugs against SARS-CoV-2. Nonetheless, to confirm the theoretical findings here, the effectiveness of the above compounds as inhibitors of 3CLPro and PLPro warrants future investigations using suitable in vitro and in vivo tests.
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  • 文章类型: Journal Article
    分子伴侣蛋白Hsp60s通过在ATP依赖性机制中辅助蛋白质折叠而为细胞活力所必需。虽然保守,人线粒体mHsp60表现出与大肠杆菌GroEL不同的分子特征,具有不同的构象组装和更高的亚基关联动力学,提出了一种不同的机制。我们先前发现病理突变体mHsp60V72I表现出增强的亚基缔合稳定性和ATPase活性。为了提供V72I突变效应的结构解释,在这里我们确定了mHsp60V72I的低温EM结构。我们的结构分析结合分子动力学模拟显示mHsp60V72I具有增加的亚基间界面,结合自由能,和分离力,所有这些都有助于其增强的亚基关联稳定性。mHsp60V72I中核苷酸结合(NB)位点的门模拟了核苷酸结合状态下的开放构象,并带有通向NB位点的额外开放通道,两者都促进突变体的ATP酶活性。我们的研究强调了mHsp60特性在其生物学功能中的重要性。
    Chaperonins Hsp60s are required for cellular vitality by assisting protein folding in an ATP-dependent mechanism. Although conserved, the human mitochondrial mHsp60 exhibits molecular characteristics distinct from the E. coli GroEL, with different conformational assembly and higher subunit association dynamics, suggesting a different mechanism. We previously found that the pathological mutant mHsp60V72I exhibits enhanced subunit association stability and ATPase activity. To provide structural explanations for the V72I mutational effects, here we determined a cryo-EM structure of mHsp60V72I. Our structural analysis combined with molecular dynamic simulations showed mHsp60V72I with increased inter-subunit interface, binding free energy, and dissociation force, all contributing to its enhanced subunit association stability. The gate to the nucleotide-binding (NB) site in mHsp60V72I mimicked the open conformation in the nucleotide-bound state with an additional open channel leading to the NB site, both promoting the mutant\'s ATPase activity. Our studies highlight the importance of mHsp60\'s characteristics in its biological function.
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  • 文章类型: Journal Article
    背景:单核苷酸多态性(SNP)与前列腺癌(PCa)相关,并显示出作为晚期预后标志物的潜力。PKC1中功能突变的丧失通过增强肿瘤细胞运动性和侵袭而与恶性肿瘤风险增加相关联。我们已经评估了两个编码区SNP对PKC1基因(PRKCI)的影响及其预后潜力。
    方法:通过四ARMSPCR确定非同义PKC1SNPsrs1197750201和rs1199520604与PCa的基因型关联。将PKC1与相互作用的配偶体Par-6对接以确定这些变体对PKC1结合能力的影响。进行与Par-6对接的PKC1的分子动力学模拟以确定对PKC1蛋白相互作用的变体效应。假设PKC1蛋白相互作用的变化对上皮细胞极性的可能影响。
    结果:PKC1rs1199520604突变基因型TT显示与PCa相关(p=0.0055),而rs1197750201突变基因型AA也显示与PCa显著相关(P=0.0006)。两种变体的PKC1与Par-6的结合相互作用都发生了改变,随着对接结构的范德华能量和静电能的变化。
    结论:对两种与PCa预后相关的非同义PKC1变异进行了基因型分析。PB1结构域中的两种变体均显示出作为PCa预后标志物的潜力。变体对PKC1蛋白相互作用的影响的计算机模拟分析表明,它们可能通过上皮细胞极性途径的畸变参与PCa的发展。
    BACKGROUND: Single nucleotide polymorphisms (SNPs) have been linked with prostate cancer (PCa) and have shown potential as prognostic markers for advanced stages. Loss of function mutations in PKCι have been linked with increased risk of malignancy by enhancing tumor cell motility and invasion. We have evaluated the impact of two coding region SNPs on the PKCι gene (PRKCI) and their prognostic potential.
    METHODS: Genotypic association of non-synonymous PKCι SNPs rs1197750201 and rs1199520604 with PCa was determined through tetra-ARMS PCR. PKCι was docked with interacting partner Par-6 to determine the effect of these variants on PKCι binding capabilities. Molecular dynamic simulations of PKCι docked with Par-6 were performed to determine variant effects on PKCι protein interactions. The possible impact of changes in PKCι protein interactions on epithelial cell polarity was hypothesized.
    RESULTS: PKCι rs1199520604 mutant genotype TT showed association with PCa (p = 0.0055), while rs1197750201 mutant genotype AA also showed significant association with PCa (P = 0.0006). The binding interaction of PKCι with Par-6 was altered for both variants, with changes in Van der Waals energy and electrostatic energy of docked structures.
    CONCLUSIONS: Genotypic analysis of two non-synonymous PKCι variants in association with PCa prognosis was performed. Both variants in the PB1 domain showed potential as a prognostic marker for PCa. In silico analysis of the effect of the variants on PKCι protein interactions indicated they may be involved in PCa progression through aberration of epithelial cell polarity pathways.
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  • 文章类型: Journal Article
    多重耐药(MDR)革兰氏阴性病原菌对抗β-内酰胺类抗生素最常见的主要耐药机制之一,如青霉素,头孢菌素和碳青霉烯类是β-内酰胺酶的产生。由于AmpCβ-内酰胺酶的合成,尿路致病性大肠杆菌大多产生多药耐药性,因此需要新的抗生素和抑制剂来治疗不断发展的感染。本研究采用基于分子对接的虚拟筛选技术,针对大肠杆菌AmpCβ-内酰胺酶,使用分子动力学模拟与靶蛋白设计新化合物和结合模式分析的连接片段。已针对大肠杆菌的AmpCβ-内酰胺酶蛋白筛选了由9388片段组成的FCH组通用片段文库,并且还使用AmpCβ-内酰胺酶蛋白筛选了用于治疗尿路感染(UTI)的抗生素和抗感染药。在9388个片段中,选择339个候选片段并与对AmpC靶蛋白具有最大结合亲和力的头孢吡肟抗生素连接。还进行了相互作用的计算分析以及分子动力学(MD)模拟,以从对接研究中识别最有前途的配体-口袋复合物,以了解其热力学性质并验证对接结果。总的来说,连接复合物(LC)与AmpCβ-内酰胺酶表现出良好的结合相互作用。有趣的是,与头孢吡肟抗生素相比,我们基于片段的LC保持相对稳定.此外,S12片段连接的复合物在50ns期间保持最稳定,具有显著数量的相互作用,表明其在针对MDR大肠杆菌感染的新型前导发现中是有希望的候选物。
    One of the most common primary resistance mechanism of multi-drug resistant (MDR) Gram negative pathogenic bacteria to combat β-lactam antibiotics, such as penicillins, cephalosporins and carbapenems is the generation of β- lactamases. The uropathogenic E. coli is mostly getting multi-drug resistance due to the synthesis of AmpC β-lactamases and therefore new antibiotics and inhibitors are needed to treat the evolving infections. The current study was designed for targetting AmpC β-lactamase of E. coli using molecular docking based virtual screening, linking fragments for designing novel compounds and binding mode analysis using molecular dynamic simulation with target protein. The FCH group all-purpose fragment library consisting of 9388 fragments has been screened against AmpC β-lactamase protein of E. coli and the antibiotics and anti-infectives used in treatment of Urinary tract Infections (UTIs) were also screened with AmpC β-lactamase protein. Among the 9388 fragments, 339 fragment candidates were selected and linked with cefepime antibiotic having maximum binding affinity for AmpC target protein. Computational analysis of interactions as well as molecular dynamics (MD) simulations were also conducted for identifying the most promising ligand-pocket complexes from docking investigations to comprehend their thermodynamic properties and verify the docking outcomes as well. Overall, the linked complexes (LCs) showed good binding interactions with AmpC β-lactamase. Interestingly, our fragment-based LCs remained relatively stable in comparison with cefepime antibiotic. Moreover, S12 fragment linked complex remained the most stable during 50 ns with remarkable number of interactions indicating it as promising candidate in novel lead discovery against MDR E. coli infections.
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