amino acid substitution

氨基酸取代
  • 文章类型: Journal Article
    编码Nav1.4通道α亚基的SCN4A基因突变,已知会导致神经肌肉疾病,如肌强直或瘫痪。这里,我们研究了两种氨基酸替代的效果,K1302Q和G1306E,在通道的DIII-IV环路中,与肌强直患者中发现的突变相对应。我们结合临床,电生理学,和分子建模数据,以提供在突变通道中运作并最终导致病理的分子机制的整体图景。我们分析了K1302Q替代患者的现有临床数据,据报道,有或没有肌强直表型的成年人,并报告了两名新的G1306E替代患者,出现严重的新生儿阵发性喉痉挛和儿童期肌强直。我们通过在非洲爪的卵母细胞中与β1亚基结合表达Nav1.4α亚基并使用双电极电压钳记录钠电流,对突变通道进行了功能分析。K1302Q变体表现出稳态快速失活的异常电压依赖性,是病理的可能原因。K1302Q不会导致减速快速失活,不同于其他几种肌强直突变,如G1306E。对于这两个突变体来说,我们观察到增加的窗口电流对应于更多的可用于激活的通道。为了阐述我们实验数据的结构原理,我们在野生型Nav1.4的AlphaFold2模型和突变通道的蒙特卡罗最小化模型中探索涉及K/Q1302和E1306的接触.我们的数据提供了缺失的证据来支持将K1302Q变体分类为可能的致病性,并可能被临床医生使用。
    Mutations in SCN4A gene encoding Nav1.4 channel α-subunit, are known to cause neuromuscular disorders such as myotonia or paralysis. Here, we study the effect of two amino acid replacements, K1302Q and G1306E, in the DIII-IV loop of the channel, corresponding to mutations found in patients with myotonia. We combine clinical, electrophysiological, and molecular modeling data to provide a holistic picture of the molecular mechanisms operating in mutant channels and eventually leading to pathology. We analyze the existing clinical data for patients with the K1302Q substitution, which was reported for adults with or without myotonia phenotypes, and report two new unrelated patients with the G1306E substitution, who presented with severe neonatal episodic laryngospasm and childhood-onset myotonia. We provide a functional analysis of the mutant channels by expressing Nav1.4 α-subunit in Xenopus oocytes in combination with β1 subunit and recording sodium currents using two-electrode voltage clamp. The K1302Q variant exhibits abnormal voltage dependence of steady-state fast inactivation, being the likely cause of pathology. K1302Q does not lead to decelerated fast inactivation, unlike several other myotonic mutations such as G1306E. For both mutants, we observe increased window currents corresponding to a larger population of channels available for activation. To elaborate the structural rationale for our experimental data, we explore the contacts involving K/Q1302 and E1306 in the AlphaFold2 model of wild-type Nav1.4 and Monte Carlo-minimized models of mutant channels. Our data provide the missing evidence to support the classification of K1302Q variant as likely pathogenic and may be used by clinicians.
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  • 文章类型: Journal Article
    猪流行性腹泻病毒(PEDV)是一种肠道冠状病毒,自2010年以来一直是中国仔猪腹泻的主要原因。本研究的目的是研究中国PEDV分离株的穗(S)基因的序列变异和重组事件。从2020年至2023年在中国六个省收集的PEDV阳性样本中获得了30个完整的S基因序列。系统发育分析表明,10%(3/30)属于GII-a亚型,6.67%(2/30)被归类为GII-b亚型,66.67%(20/30)被归类为GII-c亚型,16.66%(5/30)与S-INDEL菌株成簇。氨基酸序列比对显示,当与其他亚型的菌株相比时,GII-c菌株具有两个特征性氨基酸取代(N139D和I289M)。五个S-INDEL亚型菌株具有单个氨基酸缺失(139N)和四个氨基酸取代(N118G,T137S,A138S,和D141G)。重组分析允许识别六个推定的重组事件,一个涉及GII-c菌株之间的重组,两个涉及GII-c和GII-b菌株,两个涉及GII-c和GI-a菌株,和一个涉及GII-a和GI-b菌株。这些结果表明,近年来PEDV毒株之间的重组普遍存在且复杂,是PEDV毒株持续变异的主要原因之一。
    Porcine epidemic diarrhea virus (PEDV) is an enteric coronavirus that has been the main cause of diarrhea in piglets since 2010 in China. The aim of this study was to investigate sequence variation and recombination events in the spike (S) gene of PEDV isolates from China. Thirty complete S gene sequences were obtained from PEDV-positive samples collected in six provinces in China from 2020 to 2023. Phylogenetic analysis showed that 10% (3/30) belonged to subtype GII-a, 6.67% (2/30) were categorized as subtype GII-b, 66.67% (20/30) were categorized as subtype GII-c, and 16.66% (5/30) were clustered with the S-INDEL strains. Amino acid sequence alignments showed that, when compared to strains of other subtypes, the GII-c strains had two characteristic amino acid substitutions (N139D and I289M). Five S-INDEL subtype strains had a single amino acid deletion (139N) and four amino acid substitutions (N118G, T137S, A138S, and D141G). Recombination analysis allowed six putative recombination events to be identified, one involving recombination between GII-c strains, two involving GII-c and GII-b strains, two involving GII-c and GI-a strains, and one involving GII-a and GI-b strains. These results suggest that recombination between PEDV strains has been common and complex in recent years and is one of the main reasons for the continuous variation of PEDV strains.
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  • 文章类型: Journal Article
    人类转甲状腺素蛋白(TTR)聚集体的异常形成和沉积导致转甲状腺素蛋白淀粉样变性。要初始化聚合,转甲状腺素四聚体必须首先解离成部分展开的单体,以促进进入聚集途径。天然TTR四聚体(T)通过将F87侧链对接到由几个疏水残基(包括A120)包围的界面腔中来稳定。我们先前已经表明,与天然T态相比,具有错误包装的F87侧链的替代四聚体(T*)更容易解离和聚集。然而,T*稳定性降低的分子基础尚不清楚。在这里,我们报告了A120L突变体的特征,其中空间位阻被引入F87结合位点。A120L的X射线结构显示F87侧链从其对接位点跨亚单位界面移位。在A120S,一种天然存在的致病性突变体,比A120L不易聚集,F87侧链正确对接,如在天然TTR四聚体中。然而,19F-NMR聚集测定显示相对于含有天然A120的对照,A120S中的单体聚集中间体的群体升高,这是由于四聚体解离加速和单体四聚减慢。F87侧链的错误堆积与界面残留物的交换动力学增强有关。在298K,各种天然突变体的T*种群在4%至7%之间(ΔG〜1.5-1.9kcal/mol),与四聚体中四个F87侧链之一的脱嵌和溶剂暴露预期的自由能变化一致(ΔG〜1.6kcal/mol)。我们的数据提供了四聚体TTR中可能通用的F87侧链错误包装的分子水平图片,该图片可促进界面构象动力学并增加聚集倾向。
    Aberrant formation and deposition of human transthyretin (TTR) aggregates causes transthyretin amyloidosis. To initialize aggregation, transthyretin tetramers must first dissociate into monomers that partially unfold to promote entry into the aggregation pathway. The native TTR tetramer (T) is stabilized by docking of the F87 sidechain into an interfacial cavity enclosed by several hydrophobic residues including A120. We have previously shown that an alternative tetramer (T*) with mispacked F87 sidechains is more prone to dissociation and aggregation than the native T state. However, the molecular basis for the reduced stability in T* remains unclear. Here we report characterization of the A120L mutant, where steric hindrance is introduced into the F87 binding site. The x-ray structure of A120L shows that the F87 sidechain is displaced from its docking site across the subunit interface. In A120S, a naturally occurring pathogenic mutant that is less aggregation-prone than A120L, the F87 sidechain is correctly docked, as in the native TTR tetramer. Nevertheless, 19F-NMR aggregation assays show an elevated population of a monomeric aggregation intermediate in A120S relative to a control containing the native A120, due to accelerated tetramer dissociation and slowed monomer tetramerization. The mispacking of the F87 sidechain is associated with enhanced exchange dynamics for interfacial residues. At 298 K, the T* populations of various naturally occurring mutants fall between 4% and 7% (ΔG ~ 1.5-1.9 kcal/mol), consistent with the free energy change expected for undocking and solvent exposure of one of the four F87 sidechains in the tetramer (ΔG ~ 1.6 kcal/mol). Our data provide a molecular-level picture of the likely universal F87 sidechain mispacking in tetrameric TTR that promotes interfacial conformational dynamics and increases aggregation propensity.
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  • 文章类型: Journal Article
    考虑到细菌GH15家族葡糖淀粉酶(GA)的结构,热等离子体海藻糖酶Tvn1315可以由β-夹心结构域(BD)和催化结构域(CD)组成。Tvn1315BD与不溶性β-葡聚糖弱结合,如纤维素,并帮助折叠CD。为了确定芳香残基如何有助于适当的折叠和酶活性,我们对BD中的32个芳香族残基进行了丙氨酸扫描。该研究没有鉴定出参与葡聚糖结合的单个残基。然而,发现几个芳香族残基参与BD或CD折叠以及调节全长酶的活性。在这些芳香族残基突变中,W43A突变导致BD和全长蛋白的溶解度降低,并导致具有显著较低活性的全长酶。W43F和W43Y的活性明显高于W43A。此外,Tyr83,Tyr113和Tyr17的Ala取代导致海藻糖酶活性降低,但是这些残基的Phe取代是可以容忍的,因为这些突变体保持与WT活性相似的活性。因此,BD中的这些芳香残基可能与CD相互作用并调节酶活性。关键点:•BD中的芳香残基参与BD和CD折叠。•CD活性位点附近的BD中的芳族残基调节酶活性。•BD与CD相互作用并密切调节酶活性。
    Considering the structure of the bacterial GH15 family glucoamylase (GA), Thermoplasma trehalase Tvn1315 may be composed of a β-sandwich domain (BD) and a catalytic domain (CD). Tvn1315 BD weakly binds to insoluble β-glucans, such as cellulose, and helps fold CD. To determine how aromatic residues contribute to proper folding and enzyme activity, we performed alanine scanning for 32 aromatic residues in the BD. The study did not identify a single residue involved in glucan binding. However, several aromatic residues were found to be involved in BD or CD folding and in modulating the activity of the full-length enzyme. Among those aromatic residue mutations, the W43A mutation led to reduced solubility of the BD and full-length protein and resulted in a full-length enzyme with significantly lower activity. The activity of W43F and W43Y was significantly higher than that of W43A. In addition, Ala substitutions of Tyr83, Tyr113, and Tyr17 led to a reduction in trehalase activity, but Phe substitutions of these residues could be tolerated, as these mutants maintained activities similar to WT activity. Thus, these aromatic residues in BD may interact with CD and modulate enzyme activity. KEY POINTS: • Aromatic residues in the BD are involved in BD and CD folding. • Aromatic residues in the BD near the CD active site modulate enzyme activity. • BD interacts with CD and closely modulates enzyme activity.
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  • 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
    人透明质酸酶1(HYAL1)和PH20通过底物辅助双置换机制在透明质酸降解中起重要作用。而HYAL1,一种溶酶体酶,在酸性条件下功能最佳,PH20,一种精子表面透明质酸酶,显示更宽的pH范围,从酸性到中性。我们的目标是通过引入涉及催化Glu131的排斥电荷-电荷相互作用,增加其作为质子供体的pKa,将HYAL1的pH范围扩展到中性pH。取代β3环(S77D)中的单个酸性残基,β3'-β3”发夹(T86D和P87E),在Ala132(A132D和A132E)使HYAL1在pH7时显示酶活性,突变体S77D,P87E,和A132E显示在底物凝胶测定中的最高活性。然而,双重和三重替换,包括PH20配置中的S77D/T86D/A132E,与单个替换相比,没有导致增强的活性。相反,具有非酸性取代的PH20突变体,如β3环中的D94S和β3'-β3″发夹中的D103T,在4至7的pH范围内显着降低活性。然而,PH20突变体E149A,与HYAL1中的A132E相比,相互取代,在pH7表现出与PH20野生型(WT)相似的活性。在比浊法中,具有单个酸性取代的HYAL1突变体在pH7下表现出与PH20WT相似的活性。这些结果表明,取代Glu131附近的酸性残基会通过静电排斥在中性pH下产生HYAL1活性。这项研究强调了HYAL1和PH20中电荷-电荷相互作用在调节透明质酸酶的pH依赖性活性中的重要性。
    Human hyaluronidase 1 (HYAL1) and PH20 play vital roles in degrading hyaluronic acids through the substrate-assisted double displacement mechanism. While HYAL1, a lysosomal enzyme, functions optimally under acidic conditions, PH20, a sperm surface hyaluronidase, displays a broader pH range, from acidic to neutral. Our objective was to extend HYAL1\'s pH range towards neutral pH by introducing repulsive charge-charge interactions involving the catalytic Glu131, increasing its pKa as the proton donor. Substituting individual acidic residues in the β3-loop (S77D), β3\'-β3″ hairpin (T86D and P87E), and at Ala132 (A132D and A132E) enabled HYAL1 to demonstrate enzyme activity at pH 7, with the mutants S77D, P87E, and A132E showing the highest activity in the substrate gel assay. However, double and triple substitutions, including S77D/T86D/A132E as found in the PH20 configuration, did not result in enhanced activity compared to single substitutions. Conversely, PH20 mutants with non-acidic substitutions, such as D94S in the β3-loop and D103T in the β3\'-β3″ hairpin, significantly reduced activity within the pH range of 4 to 7. However, the PH20 mutant E149A, reciprocally substituted compared to A132E in HYAL1, exhibited activity similar to PH20 wild-type (WT) at pH 7. In a turbidimetric assay, HYAL1 mutants with single acidic substitutions exhibited activity similar to that of PH20 WT at pH 7. These results suggest that substituting acidic residues near Glu131 results in HYAL1 activity at neutral pH through electrostatic repulsion. This study highlights the significance of charge-charge interactions in both HYAL1 and PH20 in regulating the pH-dependent activity of hyaluronidases.
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  • 文章类型: Journal Article
    大多数人类朊病毒疾病的病例是由于WT或突变型朊病毒蛋白的自发错误折叠引起的,然而,在动物模型中重述这一事件已被证明具有挑战性。目前尚不清楚在没有蛋白质过表达的情况下,自发性朊病毒的产生是否可以在小鼠寿命内发生,以及致病突变如何影响朊病毒株的特性。为了解决这些问题,我们产生了表达易发生错误折叠的库田鼠朊病毒蛋白(BVPrP)的敲入小鼠。虽然表达WTBVPrP(I109变体)的小鼠没有神经系统疾病,引起遗传性朊病毒病的表达BVPrP突变(D178N或E200K)的小鼠亚组发展为进行性神经系统疾病.来自自发性患病敲入小鼠的大脑含有朊病毒疾病特异性神经病理学变化以及非典型蛋白酶抗性BVPrP。此外,来自自发性疾病D178N-或E200K-突变型BVPrP敲入小鼠的脑提取物表现出朊病毒接种活性,并将疾病传播给表达WTBVPrP的小鼠。令人惊讶的是,D178N-和E200K-突变型病毒的性质在传播之前和之后出现了相同的,这表明这两种突变都指导了类似的非典型朊病毒株的形成。这些发现表明,表达突变型BVPrP的敲入小鼠会自发地发展出真正的朊病毒病,并且引起朊病毒疾病的突变可能具有统一的初始作用机制。
    Most cases of human prion disease arise due to spontaneous misfolding of WT or mutant prion protein, yet recapitulating this event in animal models has proven challenging. It remains unclear whether spontaneous prion generation can occur within the mouse lifespan in the absence of protein overexpression and how disease-causing mutations affect prion strain properties. To address these issues, we generated knockin mice that express the misfolding-prone bank vole prion protein (BVPrP). While mice expressing WT BVPrP (I109 variant) remained free from neurological disease, a subset of mice expressing BVPrP with mutations (D178N or E200K) causing genetic prion disease developed progressive neurological illness. Brains from spontaneously ill knockin mice contained prion disease-specific neuropathological changes as well as atypical protease-resistant BVPrP. Moreover, brain extracts from spontaneously ill D178N- or E200K-mutant BVPrP-knockin mice exhibited prion seeding activity and transmitted disease to mice expressing WT BVPrP. Surprisingly, the properties of the D178N- and E200K-mutant prions appeared identical before and after transmission, suggesting that both mutations guide the formation of a similar atypical prion strain. These findings imply that knockin mice expressing mutant BVPrP spontaneously develop a bona fide prion disease and that mutations causing prion diseases may share a uniform initial mechanism of action.
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  • 文章类型: Journal Article
    拟除虫菊酯由于其广泛的杀虫谱而广泛用于防治农业害虫和人类疾病媒介,快速行动,和低哺乳动物毒性。不幸的是,过度使用拟除虫菊酯会导致电压门控钠通道突变引起的敲减抗性(kdr)。在来自拉丁美洲和巴西的许多耐拟除虫菊酯埃及伊蚊种群中反复检测到I1011M突变。此外,首次报道突变G923V与氯菊酯/DDT抗性Ae中的I1011M共存。埃及伊蚊,G923V是否能增强I1011M介导的拟除虫菊酯对钠通道的耐药性尚不清楚.在这项研究中,我们将突变G923V和I1011M单独或联合引入拟除虫菊酯敏感性钠通道AaNav1-1,并检查了这些突变对门控特性和拟除虫菊酯敏感性的影响.我们发现突变I1011M和G923V+I1011M在去极化方向上改变了激活的电压依赖性,并且没有突变影响失活的电压依赖性。G923V和G923V+I1011M突变降低了通道对I型和II型拟除虫菊酯的敏感性。然而,I1011M单独赋予对I型拟除虫菊酯的抗性,不是II型拟除虫菊酯。有趣的是,在突变G923V和I1011M之间观察到对I型拟除虫菊酯的显着协同作用。所有突变对DDT通道敏感性的影响与I型拟除虫菊酯相同。我们的结果证实了由突变G923V和I1011M介导的抗性的分子基础,并可能有助于开发用于监测害虫对拟除虫菊酯抗性的分子标记。
    Pyrethroids are widely used against agricultural pests and human disease vectors due to their broad insecticidal spectrum, fast action, and low mammalian toxicity. Unfortunately, overuse of pyrethroids has led to knockdown resistance (kdr) caused by mutations in voltage-gated sodium channels. Mutation I1011M was repeatedly detected in numerous pyrethroid-resistant Aedes aegypti populations from Latin American and Brazil. In addition, mutation G923V was first reported to coexist with I1011M in permethrin/DDT-resistant Ae. aegypti, whether G923V enhances the I1011M-mediated pyrethroid resistance in sodium channels remains unclear. In this study, we introduced mutations G923V and I1011M alone or in combination into the pyrethroid-sensitive sodium channel AaNav1-1 and examined the effects of these mutations on gating properties and pyrethroid sensitivity. We found mutations I1011M and G923V + I1011M shifted the voltage dependence of activation in the depolarizing direction, and none of mutations affect the voltage-dependence of inactivation. G923V and G923V + I1011M mutations reduced the channel sensitivity to both Type I and Type II pyrethroids. However, I1011M alone conferred resistance to Type I pyrethroids, not to Type II pyrethroids. Interestingly, significant synergism effects on Type I pyrethroids were observed between mutations G923V and I1011M. The effects of all mutations on channel sensitivity to DDT were identical with those to Type I pyrethroids. Our results confirm the molecular basis of resistance mediated by mutations G923V and I1011M and may contribute to develop molecular markers for monitoring pest resistance to pyrethroids.
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  • 文章类型: Journal Article
    稻瘟病,由稻瘟病引起的,是全球范围内毁灭性的真菌病。吡氟美芬(Pyd)是一种新型的琥珀酸脱氢酶抑制剂(SDHI),对米曲霉具有抗真菌活性。然而,在该病原体中,尚未很好地研究Pyd对稻瘟病的控制和对Pyd的抗性风险。109株米曲霉菌株对Pyd的基线敏感性使用菌丝生长速率测定,EC50值范围为0.291至2.1313μg/mL,平均EC50值为1.1005±0.3727μg/mL。在琥珀酸脱氢酶(SDH)复合物中获得了28个Pyd抗性(PydR)突变体,具有15个基因型的点突变,阻力水平可分为三类极高阻力(VHR),高抗性(HR)和中等抗性(MR),抗性因子(RF)分别为>1000,105.74-986.13和81.92-99.48。分子对接显示,所有15个突变都降低了Pyd和靶亚基之间亲和力的结合力得分,这进一步证实了这15种点突变基因型是米曲霉对Pyd的抗性的原因。Pyd和其他SDHIs之间存在正交叉抗性,比如fluxapyroxad,penflufen或羧基,虽然Pyd和多菌灵之间没有交叉抗性,米曲霉中的丙草胺或唑菌酯,然而,具有SdhBP198Q的PydR突变体,SdhCL66F或SdhCL66R基因型对其他3种SDHI仍然敏感,表明缺乏交叉抗性。适应性研究结果表明,MoSdhB/C/D基因的点突变可能会降低菌丝生长和孢子形成,但可以提高米曲霉的致病性。一起来看,抵抗Pyd的风险可能是中等到高,当用于控制稻瘟病时,应与其他类型的杀菌剂一起用作罐混合物,以延迟抗性的发展。
    Rice blast, caused by Magnaporthe oryzae, is a devastating fungal disease worldwide. Pydiflumetofen (Pyd) is a new succinate dehydrogenase inhibitor (SDHI) that exhibited anti-fungal activity against M. oryzae. However, control of rice blast by Pyd and risk of resistance to Pyd are not well studied in this pathogen. The baseline sensitivity of 109 M. oryzae strains to Pyd was determined using mycelial growth rate assay, with EC50 values ranging from 0.291 to 2.1313 μg/mL, and an average EC50 value of 1.1005 ± 0.3727 μg/mL. Totally 28 Pyd-resistant (PydR) mutants with 15 genotypes of point mutations in succinate dehydrogenase (SDH) complex were obtained, and the resistance level could be divided into three categories of very high resistance (VHR), high resistance (HR) and moderate resistance (MR) with the resistance factors (RFs) of >1000, 105.74-986.13 and 81.92-99.48, respectively. Molecular docking revealed that all 15 mutations decreased the binding-force score for the affinity between Pyd and target subunits, which further confirmed that these 15 genotypes of point mutations were responsible for the resistance to Pyd in M. oryzae. There was positive cross resistance between Pyd and other SDHIs, such as fluxapyroxad, penflufen or carboxin, while there was no cross-resistance between Pyd and carbendazim, prochloraz or azoxystrobin in M. oryzae, however, PydR mutants with SdhBP198Q, SdhCL66F or SdhCL66R genotype were still sensitive to the other 3 SDHIs, indicating lack of cross resistance. The results of fitness study revealed that the point mutations in MoSdhB/C/D genes might reduce the hyphae growth and sporulation, but could improve the pathogenicity in M. oryzae. Taken together, the risk of resistance to Pyd might be moderate to high, and it should be used as tank-mixtures with other classes of fungicides to delay resistance development when it is used for the control of rice blast in the field.
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  • 文章类型: Journal Article
    蛋白质工程通常靶向结合口袋或活性位点,这些结合口袋或活性位点富含氨基酸取代之间的上位-非加性相互作用,并且难以预测多个单个取代的综合作用。很少有现有的序列适应度数据集大规模捕获上位,特别是酶催化,限制了模型指导的酶工程方法的开发和评估。我们在这里提出一个组合完整的,在酶活性位点的四个残基中,有160,000种变体的健身景观。在非天然环境中测定色氨酸合酶(TrpB)的热稳定β亚基的天然反应,产生了以明显的上位性和许多局部最佳状态为特征的景观。这些影响阻止了模拟的定向进化方法有效地达到全局最优。尽管如此,不同定向进化方法的有效性存在很大的差异,它们共同为计算和机器学习工作流程提供了实验基准。最适合的TrpB变体含有在天然TrpB序列中几乎不存在的取代-基于保守性的预测不会捕获的结果。因此,虽然使用进化数据的适应度预测可以丰富更活跃的变体,这些方法难以识别和区分最活跃的变体,即使是这个近本机函数。总的来说,这项工作为模型指导的酶工程提供了一个大规模的试验场,并表明通过机器学习和物理建模的进步可以改善上位健身景观的有效导航。
    Protein engineering often targets binding pockets or active sites which are enriched in epistasis-nonadditive interactions between amino acid substitutions-and where the combined effects of multiple single substitutions are difficult to predict. Few existing sequence-fitness datasets capture epistasis at large scale, especially for enzyme catalysis, limiting the development and assessment of model-guided enzyme engineering approaches. We present here a combinatorially complete, 160,000-variant fitness landscape across four residues in the active site of an enzyme. Assaying the native reaction of a thermostable β-subunit of tryptophan synthase (TrpB) in a nonnative environment yielded a landscape characterized by significant epistasis and many local optima. These effects prevent simulated directed evolution approaches from efficiently reaching the global optimum. There is nonetheless wide variability in the effectiveness of different directed evolution approaches, which together provide experimental benchmarks for computational and machine learning workflows. The most-fit TrpB variants contain a substitution that is nearly absent in natural TrpB sequences-a result that conservation-based predictions would not capture. Thus, although fitness prediction using evolutionary data can enrich in more-active variants, these approaches struggle to identify and differentiate among the most-active variants, even for this near-native function. Overall, this work presents a large-scale testing ground for model-guided enzyme engineering and suggests that efficient navigation of epistatic fitness landscapes can be improved by advances in both machine learning and physical modeling.
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