kinase

激酶
  • 文章类型: Journal Article
    CDKL5缺乏症(CDD)是一种衰弱性癫痫性脑病,影响幼儿,没有有效的治疗方法。CDD是由细胞周期蛋白依赖性激酶样5(CDKL5)的致病变异引起的,一种调节神经元关键磷酸化事件的蛋白激酶。对于治疗干预,了解CDKL5的分子途径和磷酸化靶标至关重要。使用无偏的磷酸蛋白质组学方法,我们鉴定了CDKL5的新靶标,包括GTF2I,PPP1R35、GATAD2A和ZNF219在人iPSC来源的神经元细胞中的表达。靶蛋白中的磷酸丝氨酸残基位于CDKL5共有基序中。我们使用互补方法验证了CDKL5对GTF2I和PPP1R35的直接磷酸化。GTF2I控制轴突导向,细胞周期和神经发育通过调节神经元基因的表达。PPP1R35对中心粒伸长和纤毛形态至关重要,在CDD中受损的过程。PPP1R35与已知的CDKL5磷酸靶CEP131相互作用。GATAD2A和ZNF219属于核小体重组脱乙酰酶(NuRD)复合物,调节神经元活动依赖性基因和突触连接。对CDKL5调控的分子途径的深入了解将有助于更好地了解药物疾病途径,以快速开发治疗方法。
    CDKL5 Deficiency Disorder (CDD) is a debilitating epileptic encephalopathy disorder affecting young children with no effective treatments. CDD is caused by pathogenic variants in Cyclin-Dependent Kinase-Like 5 (CDKL5), a protein kinase that regulates key phosphorylation events in neurons. For therapeutic intervention, it is essential to understand molecular pathways and phosphorylation targets of CDKL5. Using an unbiased phosphoproteomic approach we identified novel targets of CDKL5, including GTF2I, PPP1R35, GATAD2A and ZNF219 in human iPSC-derived neuronal cells. The phosphoserine residue in the target proteins lies in the CDKL5 consensus motif. We validated direct phosphorylation of GTF2I and PPP1R35 by CDKL5 using complementary approaches. GTF2I controls axon guidance, cell cycle and neurodevelopment by regulating expression of neuronal genes. PPP1R35 is critical for centriole elongation and cilia morphology, processes that are impaired in CDD. PPP1R35 interacts with CEP131, a known CDKL5 phospho-target. GATAD2A and ZNF219 belong to the Nucleosome Remodelling Deacetylase (NuRD) complex, which regulates neuronal activity-dependent genes and synaptic connectivity. In-depth knowledge of molecular pathways regulated by CDKL5 will allow a better understanding of druggable disease pathways to fast-track therapeutic development.
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  • 文章类型: Journal Article
    细胞定位和激活外周膜结合蛋白的能力对于信号转导至关重要。在这些信号传导过程中普遍重要的是磷脂酰肌醇磷酸酯(PIP)脂质,它们被细胞内膜上的PIP脂质激酶动态磷酸化。主要在质膜上起作用,磷脂酰肌醇-4-磷酸5-激酶(PIP5K)催化PI(4)P的磷酸化,以产生在真核质膜中发现的大多数PI(4,5)P2脂质。最近,我们确定PIP5K显示基于膜介导的二聚化和与其产物的协同结合的正反馈环,PI(4,5)P2。这里,我们研究了两个基序如何促进PI(4,5)P2识别以控制PIP5K的膜缔合和催化。使用单分子TIRF显微镜和PI(4)P脂质磷酸化的动力学分析相结合,我们绘制了允许PIP5K合作接合PI(4,5)P2的步骤序列。我们发现,特异性环调节PIP5K膜缔合的速率,并有助于定向激酶更有效地结合PI(4,5)P2脂质。在膜上正确定向后,PIP5K通过先前称为底物或PIP结合基序(PIPBM)的基序在活性位点附近转变为结合PI(4,5)P2脂质。PIPBM对阴离子脂质具有广泛的特异性,并在体外和体内调节膜缔合中起作用。总的来说,我们的数据支持两步膜结合模型,其中特异性环和PIPBM协同作用,帮助PIP5K定向并有效地参与阴离子脂质,以在PI(4,5)P2生产过程中驱动正反馈.
    The ability for cells to localize and activate peripheral membrane binding proteins is critical for signal transduction. Ubiquitously important in these signaling processes are phosphatidylinositol phosphate (PIP) lipids, which are dynamically phosphorylated by PIP lipid kinases on intracellular membranes. Functioning primarily at the plasma membrane, phosphatidylinositol-4-phosphate 5-kinases (PIP5K) catalyzes the phosphorylation of PI(4)P to generate most of the PI(4,5)P2 lipids found in eukaryotic plasma membrane. Recently, we determined that PIP5K displays a positive feedback loop based on membrane-mediated dimerization and cooperative binding to its product, PI(4,5)P2. Here, we examine how two motifs contribute to PI(4,5)P2 recognition to control membrane association and catalysis of PIP5K. Using a combination of single molecule TIRF microscopy and kinetic analysis of PI(4)P lipid phosphorylation, we map the sequence of steps that allow PIP5K to cooperatively engage PI(4,5)P2. We find that the specificity loop regulates the rate of PIP5K membrane association and helps orient the kinase to more effectively bind PI(4,5)P2 lipids. After correctly orienting on the membrane, PIP5K transitions to binding PI(4,5)P2 lipids near the active site through a motif previously referred to as the substrate or PIP binding motif (PIPBM). The PIPBM has broad specificity for anionic lipids and serves a role in regulating membrane association in vitro and in vivo. Overall, our data supports a two-step membrane binding model where the specificity loop and PIPBM act in concert to help PIP5K orient and productively engage anionic lipids to drive the positive feedback during PI(4,5)P2 production.
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  • 文章类型: Journal Article
    背景:细胞视黄酸结合蛋白1(CRABP1)介导快速,通过蛋白质-蛋白质相互作用形成信号体的视黄酸(RA)的非常规活性。先前已经鉴定了两个信号体:CRABP1-MAPK和CRABP1-CaMKII。Crabp1敲除(CKO)小鼠表现出改变的外泌体谱,但CRABP1的作用机制尚不清楚.这项研究旨在筛选和鉴定新的CRABP1信号体,可以通过使用涉及生化的组合方法来调节外泌体分泌,生物信息学和分子研究。
    方法:免疫沉淀与质谱联用(IP-MS)鉴定了候选的CRABP1相互作用蛋白,随后使用GO术语富集进行分析,功能注释聚类;和路径分析。CKO样品的基因表达分析显示与外泌体生物发生和分泌相关的基因表达改变。然后使用CKO小鼠和Crabp1敲低P19细胞系实验验证CRABP1对外泌体分泌的作用。
    结果:IP-MS确定了与CRABP1相互作用的目标。生物信息学分析显示与肌动蛋白细胞骨架动力学显著相关,激酶,和外泌体分泌。通过比较CKO和野生型(WT)小鼠的循环外泌体数量,实验验证了CRABP1对外泌体分泌的影响。和分泌的来自WT和siCRABP1-P19细胞的外泌体。通路分析确定激酶信号和Arp2/3复合物是CRABP1-信号体调节外泌体分泌的主要通路,这在P19系统中得到了验证。
    结论:组合方法可以有效筛选和鉴定新型CRABP1信号体。结果揭示了CRABP1在调节外泌体分泌中的新功能,并表明CRABP1可以在调节细胞间通信和信号传播中发挥作用。
    BACKGROUND: Cellular retinoic acid binding protein 1 (CRABP1) mediates rapid, non-canonical activity of retinoic acid (RA) by forming signalosomes via protein-protein interactions. Two signalosomes have been identified previously: CRABP1-MAPK and CRABP1-CaMKII. Crabp1 knockout (CKO) mice exhibited altered exosome profiles, but the mechanism of CRABP1 action was unclear. This study aimed to screen for and identify novel CRABP1 signalosomes that could modulate exosome secretion by using a combinatorial approach involving biochemical, bioinformatic and molecular studies.
    METHODS: Immunoprecipitation coupled with mass spectrometry (IP-MS) identified candidate CRABP1-interacting proteins which were subsequently analyzed using GO Term Enrichment, Functional Annotation Clustering; and Pathway Analysis. Gene expression analysis of CKO samples revealed altered expression of genes related to exosome biogenesis and secretion. The effect of CRABP1 on exosome secretion was then experimentally validated using CKO mice and a Crabp1 knockdown P19 cell line.
    RESULTS: IP-MS identified CRABP1-interacting targets. Bioinformatic analyses revealed significant association with actin cytoskeletal dynamics, kinases, and exosome secretion. The effect of CRABP1 on exosome secretion was experimentally validated by comparing circulating exosome numbers of CKO and wild type (WT) mice, and secreted exosomes from WT and siCRABP1-P19 cells. Pathway analysis identified kinase signaling and Arp2/3 complex as the major pathways where CRABP1-signalosomes modulate exosome secretion, which was validated in the P19 system.
    CONCLUSIONS: The combinatorial approach allowed efficient screening for and identification of novel CRABP1-signalosomes. The results uncovered a novel function of CRABP1 in modulating exosome secretion, and suggested that CRABP1 could play roles in modulating intercellular communication and signal propagation.
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  • 文章类型: Journal Article
    受体相互作用蛋白激酶1(RIPK1)在控制炎症和细胞死亡中起着至关重要的作用。它的功能是通过翻译后修饰严格控制的,使其在促进细胞存活和触发细胞死亡之间动态切换。RIPK1在不同位点的磷酸化是调节其活性的关键机制,发挥激活或抑制作用。RIPK1磷酸化状态的扰动对人类严重炎性疾病的发展具有深远的意义。这篇综述探讨了RIPK1磷酸化和去磷酸化的复杂调控,并强调了靶向RIPK1磷酸化作为缓解人类疾病的有希望的治疗策略的潜力。
    Receptor-interacting protein kinase 1 (RIPK1) plays a crucial role in controlling inflammation and cell death. Its function is tightly controlled through post-translational modifications, enabling its dynamic switch between promoting cell survival and triggering cell death. Phosphorylation of RIPK1 at various sites serves as a critical mechanism for regulating its activity, exerting either activating or inhibitory effects. Perturbations in RIPK1 phosphorylation status have profound implications for the development of severe inflammatory diseases in humans. This review explores the intricate regulation of RIPK1 phosphorylation and dephosphorylation and highlights the potential of targeting RIPK1 phosphorylation as a promising therapeutic strategy for mitigating human diseases.
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  • 文章类型: Journal Article
    KRAS基因突变常见于胰腺导管腺癌(PDAC),但靶向突变型KRAS仍然具有挑战性。这里,核糖核酸内切酶制备的小干扰RNA(esiRNA)文库用于筛选在由KRAS基因突变驱动的PDAC中起关键作用的新激酶,和丝氨酸/苏氨酸激酶31(STK31)被鉴定并表征为KRAS-突变型PDAC的潜在治疗靶标。我们的结果表明,STK31在生存率较差的KRAS突变PDAC患者中上调,并在具有KRASG12D突变的PDAC细胞系中高表达。在KRAS突变细胞系中抑制STK31显著降低了体外PDAC细胞生长并阻碍了体内肿瘤生长。功能的得失实验表明,STK31是PDAC中KRAS的下游靶标。药理学抑制试验显示MAPK/ERK信号传导参与STK31调节。进一步的机理研究验证了c-Jun,受KRAS/MAPK信号调节,通过与其启动子区结合直接调节STK31的转录水平。通过RNA测序,我们发现细胞周期调节剂CCNB1和CDC25C是STK31的下游靶标。一起来看,我们的结果表明,STK31是KRAS/MAPK/ERK/c-Jun信号通路的下游靶标,通过调节细胞周期调节剂CCNB1和CDC25C的表达来促进PDAC细胞生长。
    KRAS gene mutations are common in pancreatic ductal adenocarcinoma (PDAC), but targeting mutant KRAS is still challenging. Here, an endoribonuclease-prepared small interfering RNA (esiRNA) library was used to screen new kinases that play critical roles in PDAC driven by KRAS gene mutations, and serine/threonine kinase 31 (STK31) was identified and characterized as a potential therapeutic target for KRAS-mutant PDAC. Our results showed that STK31 was upregulated in KRAS-mutant PDAC patients with poor survival and highly expressed in PDAC cell lines with KRASG12D mutation. Inhibition of STK31 in KRAS-mutant cell lines significantly reduced PDAC cell growth in vitro and hindered tumor growth in vivo. Gain and loss of function experiments revealed that STK31 is a downstream target of KRAS in PDAC. A pharmacological inhibition assay showed MAPK/ERK signaling involved in STK31 regulation. The further mechanistic study validated that c-Jun, regulated by KRAS/MAPK signaling, directly modulates the transcription level of STK31 by binding to its promoter region. Through RNA sequencing, we found that the cell cycle regulators CCNB1 and CDC25C are downstream targets of STK31. Taken together, our results indicate that STK31, which is the downstream target of the KRAS/MAPK/ERK/c-Jun signaling pathway in KRAS-mutant PDAC, promotes PDAC cell growth by modulating the expression of the cell cycle regulators CCNB1 and CDC25C.
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  • 文章类型: Journal Article
    背景:胰岛素信号调节心脏底物的利用,并与心脏的生理适应有关。心脏内信号应答的改变被认为导致病理状况,例如2型糖尿病和心力衰竭。虽然使用磷酸蛋白质组学策略在几个代谢器官中进行了广泛的研究,一般在心脏组织中引起的信号反应,特别是在专门的心肌细胞中,尚未进行相同程度的调查。
    方法:通过静脉内注射将胰岛素或载体给予C57BL6/JRj雄性小鼠。提取心室组织并进行定量磷酸蛋白质组学分析以评估胰岛素信号传导反应。为了描述心肌细胞特异性反应并研究Tbc1d4在胰岛素信号转导中的作用,来自心脏和骨骼肌特异性Tbc1d4基因敲除小鼠心脏的心肌细胞,以及野生同窝,被研究过。磷酸蛋白质组学研究涉及用串联质量标签(TMT)标记的同量异序肽,富集磷酸化肽,通过微流反相液相色谱进行分馏,和高分辨率质谱测量。
    结果:我们定量了来自心室组织的10,399个磷酸化肽和来自分离心肌细胞的12,739个磷酸化肽,定位到3,232和3,128个独特的蛋白质,分别。在心脏组织中,我们确定了84个胰岛素调节的磷酸化事件,包括胰岛素受体(InsrY1351,Y1175,Y1179,Y1180)本身的位点以及胰岛素受体底物蛋白1(Irs1S522,S526)。响应于胰岛素刺激具有增加的活性的预测激酶包括Rps6kb1、Akt1和Mtor。Tbc1d4在心肌细胞中涌现为主要的磷酸化目标。尽管对全球磷酸化格局的影响有限,心肌细胞中的Tbc1d4缺乏减弱胰岛素诱导的Glut4易位和诱导的蛋白质重塑。我们观察到15种蛋白质在敲除Tbc1d4后被显着调节。虽然Glut4由于Tbc1d4缺乏而表现出蛋白质丰度降低,Txnip水平显著增加。用胰岛素刺激野生型心肌细胞导致262个显著的磷酸化事件的调节,预测受Akt1、Mtor、Akt2和Insr。在心肌细胞中,除了调节专门的心肌细胞蛋白外,还引发了典型的胰岛素信号应答,例如Kcnj11Y12和DspS2597。提供了所有磷酸化位点的细节。
    结论:我们首次概述了心脏组织和分离的成年心肌细胞中胰岛素诱导的磷酸化信号反应,详述具有改变的磷酸化丰度的特定残基。我们的研究标志着了解胰岛素信号在与胰岛素抵抗相关的心脏病中的作用的重要一步。
    BACKGROUND: Insulin signaling regulates cardiac substrate utilization and is implicated in physiological adaptations of the heart. Alterations in the signaling response within the heart are believed to contribute to pathological conditions such as type-2 diabetes and heart failure. While extensively investigated in several metabolic organs using phosphoproteomic strategies, the signaling response elicited in cardiac tissue in general, and specifically in the specialized cardiomyocytes, has not yet been investigated to the same extent.
    METHODS: Insulin or vehicle was administered to male C57BL6/JRj mice via intravenous injection into the vena cava. Ventricular tissue was extracted and subjected to quantitative phosphoproteomics analysis to evaluate the insulin signaling response. To delineate the cardiomyocyte-specific response and investigate the role of Tbc1d4 in insulin signal transduction, cardiomyocytes from the hearts of cardiac and skeletal muscle-specific Tbc1d4 knockout mice, as well as from wildtype littermates, were studied. The phosphoproteomic studies involved isobaric peptide labeling with Tandem Mass Tags (TMT), enrichment for phosphorylated peptides, fractionation via micro-flow reversed-phase liquid chromatography, and high-resolution mass spectrometry measurements.
    RESULTS: We quantified 10,399 phosphorylated peptides from ventricular tissue and 12,739 from isolated cardiomyocytes, localizing to 3,232 and 3,128 unique proteins, respectively. In cardiac tissue, we identified 84 insulin-regulated phosphorylation events, including sites on the Insulin Receptor (InsrY1351, Y1175, Y1179, Y1180) itself as well as the Insulin receptor substrate protein 1 (Irs1S522, S526). Predicted kinases with increased activity in response to insulin stimulation included Rps6kb1, Akt1 and Mtor. Tbc1d4 emerged as a major phosphorylation target in cardiomyocytes. Despite limited impact on the global phosphorylation landscape, Tbc1d4 deficiency in cardiomyocytes attenuated insulin-induced Glut4 translocation and induced protein remodeling. We observed 15 proteins significantly regulated upon knockout of Tbc1d4. While Glut4 exhibited decreased protein abundance consequent to Tbc1d4-deficiency, Txnip levels were notably increased. Stimulation of wildtype cardiomyocytes with insulin led to the regulation of 262 significant phosphorylation events, predicted to be regulated by kinases such as Akt1, Mtor, Akt2, and Insr. In cardiomyocytes, the canonical insulin signaling response is elicited in addition to regulation on specialized cardiomyocyte proteins, such as Kcnj11Y12 and DspS2597. Details of all phosphorylation sites are provided.
    CONCLUSIONS: We present a first global outline of the insulin-induced phosphorylation signaling response in heart tissue and in isolated adult cardiomyocytes, detailing the specific residues with changed phosphorylation abundances. Our study marks an important step towards understanding the role of insulin signaling in cardiac diseases linked to insulin resistance.
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  • 文章类型: Journal Article
    在富含亮氨酸的重复激酶2(LRRK2)被发现是帕金森氏病(PD)的遗传决定因素近二十年后,LRRK2已成为PD中的优先治疗靶标,并且假设抑制其活性是有益的。
    LRRK2靶向剂,特别是降低LRRK2表达的激酶抑制剂和药剂在模型系统中显示出希望,并且已经进展到PD的I期和II期临床试验。LRRK2的一些其他靶向策略正在出现,基于促进特定的“健康的”LRRK2四元结构,异聚复合物和构象。
    可以预期,LRRK2靶向策略可能会在未来五年内进行PD的III期临床试验,允许该领域发现LRRK2靶向策略的真正临床价值。
    UNASSIGNED: Nearly two decades after leucine rich repeat kinase 2 (LRRK2) was discovered as a genetic determinant of Parkinson\'s disease (PD), LRRK2 has emerged a priority therapeutic target in PD and inhibition of its activity is hypothesized to be beneficial.
    UNASSIGNED: LRRK2 targeting agents, in particular kinase inhibitors and agents reducing LRRK2 expression show promise in model systems and have progressed to phase I and phase II clinical testing for PD. Several additional targeting strategies for LRRK2 are emerging, based on promoting specific \'healthy\' LRRK2 quaternary structures, heteromeric complexes and conformations.
    UNASSIGNED: It can be expected that LRRK2 targeting strategies may proceed to phase III clinical testing for PD in the next five years, allowing the field to discover the real clinical value of LRRK2 targeting strategies.
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  • 文章类型: Journal Article
    Dab1是发育过程中脑形成所必需的细胞内衔接蛋白。酪氨酸磷酸化Dab1在神经元迁移中起重要作用,枝晶发展,和突触形成通过影响几个下游途径。Reelin是诱导Dab1磷酸化的最著名的细胞外蛋白。然而,其他上游分子是否有助于Dab1磷酸化仍在很大程度上未知。这里,我们发现EphA4是Eph受体型酪氨酸激酶家族的成员,在培养细胞中共表达时诱导Dab1磷酸化。EphA4磷酸化的酪氨酸残基与神经元中Reelin磷酸化的酪氨酸残基相同。EphA4的自磷酸化对于Dab1磷酸化是必需的。我们还发现EphA4诱导的Dab1磷酸化是由Src家族酪氨酸激酶的激活介导的。有趣的是,当EphA4在培养的皮质神经元中被ephrin-A5激活时,未观察到Dab1磷酸化,表明Dab1位于它们的不同隔室中。EphA4诱导的Dab1磷酸化可以在脑中的有限和/或病理条件下发生。
    Dab1 is an intracellular adaptor protein essential for brain formation during development. Tyrosine phosphorylation in Dab1 plays important roles in neuronal migration, dendrite development, and synapse formation by affecting several downstream pathways. Reelin is the best-known extracellular protein that induces Dab1 phosphorylation. However, whether other upstream molecule(s) contribute to Dab1 phosphorylation remains largely unknown. Here, we found that EphA4, a member of the Eph family of receptor-type tyrosine kinases, induced Dab1 phosphorylation when co-expressed in cultured cells. Tyrosine residues phosphorylated by EphA4 were the same as those phosphorylated by Reelin in neurons. The autophosphorylation of EphA4 was necessary for Dab1 phosphorylation. We also found that EphA4-induced Dab1 phosphorylation was mediated by the activation of the Src family tyrosine kinases. Interestingly, Dab1 phosphorylation was not observed when EphA4 was activated by ephrin-A5 in cultured cortical neurons, suggesting that Dab1 is localized in a different compartment in them. EphA4-induced Dab1 phosphorylation may occur under limited and/or pathological conditions in the brain.
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  • 文章类型: Journal Article
    考虑到它们在疾病诊断和驱动分子发现中的使用增加,对预测变异效应的计算工具进行严格评估非常重要。在第六版的关键基因组解释评估(CAGI)挑战,28个STK11罕见变体的数据集(27个错觉,1个单氨基酸缺失),在原发性非小细胞肺癌活检中发现,进行了实验分析,以表征来自四个参与团队和五个公开可用工具的计算方法。预测器在关键评估指标上表现出高水平的表现,测量与测定输出的相关性并将功能丧失(LoF)变体与野生型样(WT样)变体分离。最好的参与者模型,3Cnet,与知名工具进行竞争。这一挑战的独特之处在于功能数据是通过生物学和技术复制生成的,从而使评估人员能够根据实验的变异性来真实地建立最大的预测性能。五个公开可用的工具和3Cnet中的三个在分离LoF变体与WT样变体中接近测定重复的性能。令人惊讶的是,REVEL,一个经常使用的模型,与实验重复所看到的实际值测定输出具有相当的相关性。通过将新的功能证据与计算和群体数据证据相结合来进行变体解释,导致16种新的变体接受了可能的致病性(LP)或可能的良性(LB)的临床可操作分类。总的来说,STK11挑战强调了变异效应预测因子在生物医学科学中的实用性,并为推动计算基因组解释领域的研究提供了令人鼓舞的结果.
    Critical evaluation of computational tools for predicting variant effects is important considering their increased use in disease diagnosis and driving molecular discoveries. In the sixth edition of the Critical Assessment of Genome Interpretation (CAGI) challenge, a dataset of 28 STK11 rare variants (27 missense, 1 single amino acid deletion), identified in primary non-small cell lung cancer biopsies, was experimentally assayed to characterize computational methods from four participating teams and five publicly available tools. Predictors demonstrated a high level of performance on key evaluation metrics, measuring correlation with the assay outputs and separating loss-of-function (LoF) variants from wildtype-like (WT-like) variants. The best participant model, 3Cnet, performed competitively with well-known tools. Unique to this challenge was that the functional data was generated with both biological and technical replicates, thus allowing the assessors to realistically establish maximum predictive performance based on experimental variability. Three out of the five publicly available tools and 3Cnet approached the performance of the assay replicates in separating LoF variants from WT-like variants. Surprisingly, REVEL, an often-used model, achieved a comparable correlation with the real-valued assay output as that seen for the experimental replicates. Performing variant interpretation by combining the new functional evidence with computational and population data evidence led to 16 new variants receiving a clinically actionable classification of likely pathogenic (LP) or likely benign (LB). Overall, the STK11 challenge highlights the utility of variant effect predictors in biomedical sciences and provides encouraging results for driving research in the field of computational genome interpretation.
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  • 文章类型: Journal Article
    结合亲和力是药物设计中的一个基本参数,描述分子与其靶蛋白之间相互作用的强度。准确预测结合亲和力对于新型疗法的快速发展至关重要。有前途的候选人的优先次序,并通过合理的设计策略对其性能进行优化。结合亲和力由蛋白质和配体之间的识别机制决定。各种型号,包括锁和钥匙,诱导合身,和构象选择,已经被提出来解释这个识别过程。然而,当前预测结合亲和力的计算策略,基于这些模型,尚未产生令人满意的结果。本文探讨了结合亲和力与这些蛋白质-配体相互作用模型之间的联系,强调它们提供了控制结合亲和力的机制的不完整图景。具体来说,目前的模型主要集中在配体的结合,而不是解决它的解离。在这种情况下,引入了配体捕获的概念,它模拟了解离的机制。当与当前模型组合时,这个概念可以提供一个统一的理论框架,可以准确地确定配体的结合亲和力。
    Binding affinity is a fundamental parameter in drug design, describing the strength of the interaction between a molecule and its target protein. Accurately predicting binding affinity is crucial for the rapid development of novel therapeutics, the prioritization of promising candidates, and the optimization of their properties through rational design strategies. Binding affinity is determined by the mechanism of recognition between proteins and ligands. Various models, including the lock and key, induced fit, and conformational selection, have been proposed to explain this recognition process. However, current computational strategies to predict binding affinity, which are based on these models, have yet to produce satisfactory results. This article explores the connection between binding affinity and these protein-ligand interaction models, highlighting that they offer an incomplete picture of the mechanism governing binding affinity. Specifically, current models primarily center on the binding of the ligand and do not address its dissociation. In this context, the concept of ligand trapping is introduced, which models the mechanisms of dissociation. When combined with the current models, this concept can provide a unified theoretical framework that may allow for the accurate determination of the ligands\' binding affinity.
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