cannabinoid receptor 1

大麻素受体 1
  • 文章类型: Journal Article
    大麻素受体1(CB1R,也称为CNR1)对于兴奋性和抑制性突触的稳态神经调节至关重要。这需要CB1R的高度极化轴突表面表达,但这是如何实现的还不清楚。我们先前报道了CB1R细胞内C末端的α-螺旋H9结构域通过未知机制促进轴突表面表达。这里,我们在大鼠原代神经元培养物中显示,H9结构域与内吞衔接蛋白SGIP1结合,以促进CB1R在轴突膜中的表达。SGIP1的过表达会增加CB1R轴突表面定位,但对缺少H9结构域的CB1R(CB1RΔH9)没有影响。相反,SGIP1敲低降低CB1R的轴突表面表达,但不影响CB1RΔH9。此外,SGIP1敲低减少CB1R介导的响应于神经元活性的突触前Ca2+内流的抑制。一起来看,这些数据通过证明SGIP1与H9结构域的相互作用支持轴突CB1R表面表达来调节突触前反应性,从而促进了对内源性大麻素信号传导的机制理解.
    Endocannabinoid signalling mediated by cannabinoid receptor 1 (CB1R, also known as CNR1) is critical for homeostatic neuromodulation of both excitatory and inhibitory synapses. This requires highly polarised axonal surface expression of CB1R, but how this is achieved remains unclear. We previously reported that the α-helical H9 domain in the intracellular C terminus of CB1R contributes to axonal surface expression by an unknown mechanism. Here, we show in rat primary neuronal cultures that the H9 domain binds to the endocytic adaptor protein SGIP1 to promote CB1R expression in the axonal membrane. Overexpression of SGIP1 increases CB1R axonal surface localisation but has no effect on CB1R lacking the H9 domain (CB1RΔH9). Conversely, SGIP1 knockdown reduces axonal surface expression of CB1R but does not affect CB1RΔH9. Furthermore, SGIP1 knockdown diminishes CB1R-mediated inhibition of presynaptic Ca2+ influx in response to neuronal activity. Taken together, these data advance mechanistic understanding of endocannabinoid signalling by demonstrating that SGIP1 interaction with the H9 domain underpins axonal CB1R surface expression to regulate presynaptic responsiveness.
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  • 文章类型: Journal Article
    目的:NMDA受体的暂时性功能减退代表了精神疾病发作和进一步发展的收敛点,包括精神分裂症.尽管累积的证据表明精神分裂症的海马结构失调,通过体感输入传递到齿状回的突触传递和可塑性的完整性,穿通通路突触,在这种病理情况下几乎没有被探索过。
    方法:我们发现了一系列用NMDA拮抗剂MK-801治疗的动物的外侧和内侧穿孔路径的突触改变。这种失调表明认知能力下降,齿状回对此至关重要。
    结果:我们确定了MK-801处理动物切片中齿状回突触的外侧和内侧穿通路径的突触特性的改变。谷氨酸释放的改变和突触强度的降低先于长期增强(LTP)和CB1受体介导的长期抑郁症(LTD)的诱导和表达受损。值得注意的是,通过抑制2-花生四酰基甘油(2-AG)的降解,CB1受体的内源性配体,我们在用MK-801治疗的动物中恢复了LTD。此外,我们第一次展示,空间歧视,一项需要齿状回完整性的认知任务,在暴露于NMDA受体短暂功能减退的动物中受损。
    结论:已经证明了从内嗅皮层到齿状回的谷氨酸能传递和突触可塑性的失调,这可以解释与精神分裂症相关的齿状回认知过程改变背后的细胞失调。
    OBJECTIVE: Transient hypofunction of the NMDA receptor represents a convergence point for the onset and further development of psychiatric disorders, including schizophrenia. Although the cumulative evidence indicates dysregulation of the hippocampal formation in schizophrenia, the integrity of the synaptic transmission and plasticity conveyed by the somatosensorial inputs to the dentate gyrus, the perforant pathway synapses, have barely been explored in this pathological condition.
    METHODS: We identified a series of synaptic alterations of the lateral and medial perforant paths in animals postnatally treated with the NMDA antagonist MK-801. This dysregulation suggests decreased cognitive performance, for which the dentate gyrus is critical.
    RESULTS: We identified alterations in the synaptic properties of the lateral and medial perforant paths to the dentate gyrus synapses in slices from MK-801-treated animals. Altered glutamate release and decreased synaptic strength precede an impairment in the induction and expression of long-term potentiation (LTP) and CB1 receptor-mediated long-term depression (LTD). Remarkably, by inhibiting the degradation of 2-arachidonoylglycerol (2-AG), an endogenous ligand of the CB1 receptor, we restored the LTD in animals treated with MK-801. Additionally, we showed for the first time, that spatial discrimination, a cognitive task that requires dentate gyrus integrity, is impaired in animals exposed to transient hypofunction of NMDA receptors.
    CONCLUSIONS: Dysregulation of glutamatergic transmission and synaptic plasticity from the entorhinal cortex to the dentate gyrus has been demonstrated, which may explain the cellular dysregulations underlying the altered cognitive processing in the dentate gyrus associated with schizophrenia.
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  • 文章类型: Journal Article
    大麻素受体1(CB1)是著名的Δ9-四氢大麻酚(THC)的靶标,这是大麻的活性成分。CB1的抑制经常被建议作为许多疾病的药物靶标或基因治疗(例如,肥胖,帕金森病)。然而,受CB1影响的大脑网络仍然难以捉摸,在一项临床试验中,意想不到的心理影响产生了可怕的后果。为了更好地了解CB1抑制的全脑效应,我们在CB1基因完全敲除(cnr1-/-)以及CB1反向激动剂利莫那班的情况下对小鼠进行了体内成像。我们检查了cnr1-/-小鼠的白质结构变化和脑功能(网络活动和方向均匀性)。在cnr1-/-小鼠中,白质(两性)和功能方向均匀性(雄性小鼠)在整个大脑中发生了改变,但网络活动基本上没有改变。相反,在利莫那班,功能方向均匀性没有改变,但皮质区域的网络活动发生了改变,主要在已知被THC改变的网络中(例如,大脑皮层,海马结构)。然而,利莫那班并没有改变我们在cnr1-/-结果和以前的cnr1-/-小鼠行为研究中发现的许多大脑区域(例如,丘脑,外边缘区域)。这表明CNR1的慢性丢失与短期抑制有很大不同,巧妙地重新连接大脑,但在很大程度上维持了网络活动。我们的结果有助于解释为什么CB1中的病理突变(例如,慢性疼痛)并不总是提供对CB1抑制副作用的洞察力(例如,临床抑郁症),因此,敦促对任何抑制CB1的药物进行更多的临床前研究。
    The cannabinoid receptor 1 (CB1) is famous as the target of Δ9-tetrahydrocannabinol (THC), which is the active ingredient of marijuana. Suppression of CB1 is frequently suggested as a drug target or gene therapy for many conditions (e.g., obesity, Parkinson\'s disease). However, brain networks affected by CB1 remain elusive, and unanticipated psychological effects in a clinical trial had dire consequences. To better understand the whole brain effects of CB1 suppression we performed in vivo imaging on mice under complete knockout of the gene for CB1 (cnr1-/-) and also under the CB1 inverse agonist rimonabant. We examined white matter structural changes and brain function (network activity and directional uniformity) in cnr1-/- mice. In cnr1-/- mice, white matter (in both sexes) and functional directional uniformity (in male mice) were altered across the brain but network activity was largely unaltered. Conversely, under rimonabant, functional directional uniformity was not altered but network activity was altered in cortical regions, primarily in networks known to be altered by THC (e.g., neocortex, hippocampal formation). However, rimonabant did not alter many brain regions found in both our cnr1-/- results and previous behavioral studies of cnr1-/- mice (e.g., thalamus, infralimbic area). This suggests that chronic loss of cnr1 is substantially different from short-term suppression, subtly rewiring the brain but largely maintaining the network activity. Our results help explain why pathological mutations in CB1 (e.g., chronic pain) do not always provide insight into the side effects of CB1 suppression (e.g., clinical depression), and thus urge more preclinical studies for any drugs that suppress CB1.
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  • 文章类型: Journal Article
    帕金森病(PD)的标志之一是NMDA受体(NMDAR)和大麻素受体1(CB1R)表达和功能的改变。已经在神经元原代培养物中描述了CB1R-NMDAR复合物的存在。提示CB1R-NMDAR复合物中CB1R的激活抵消AD小鼠模型中有害的NMDAR过度激活。因此,我们旨在探讨这种受体复合物在PD中的作用。通过使用生物发光共振能量转移(BRET)测定,已证明α-突触核蛋白诱导转染的HEK-293T细胞中CB1R-NMDAR复合物的重组。此外,α-突触核蛋白处理不仅在转染细胞中而且在神经元原代培养物中诱导CB1R和NMDAR两者的cAMP和MAP激酶(MAPK)信号传导的减少。最后,CB1R和NMDAR之间的相互作用通过邻近连接分析(PLA)在神经元原代培养中进行了研究,其中观察到CB1R-NMDAR复合物的表达在α-突触核蛋白处理后降低。这些结果表明CB1R-NMDAR复合物作为帕金森病新治疗靶点的作用。
    One of the hallmarks of Parkinson\'s disease (PD) is the alteration in the expression and function of NMDA receptor (NMDAR) and cannabinoid receptor 1 (CB1R). The presence of CB1R-NMDAR complexes has been described in neuronal primary cultures. The activation of CB1R in CB1R-NMDAR complexes was suggested to counteract the detrimental NMDAR overactivation in an AD mice model. Thus, we aimed to explore the role of this receptor complex in PD. By using Bioluminescence Resonance Energy Transfer (BRET) assay, it was demonstrated that α-synuclein induces a reorganization of the CB1R-NMDAR complex in transfected HEK-293T cells. Moreover, α-synuclein treatment induced a decrease in the cAMP and MAP kinase (MAPK) signaling of both CB1R and NMDAR not only in transfected cells but also in neuronal primary cultures. Finally, the interaction between CB1R and NMDAR was studied by Proximity Ligation Assay (PLA) in neuronal primary cultures, where it was observed that the expression of CB1R-NMDAR complexes was decreased upon α-synuclein treatment. These results point to a role of CB1R-NMDAR complexes as a new therapeutic target in Parkinson\'s disease.
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  • 文章类型: Journal Article
    在2型糖尿病(T2DM)患者中,大麻素受体1(CNR1)基因多态性与糖尿病肾病(DN)相关。不同的肾脏疾病,包括DN,已经发现改变大麻素(CB)受体的表达和激活。这项横断面研究旨在调查CNR1rs1776966256和rs1243008337遗传变异与伊拉克T2DM患者发生DN的风险之间的关系。该研究包括100名T2DM患者,分为两组:50个DN和50个无DN。在DN患者和对照样品中使用PCR进行CNR1rs1776966256和rs1243008337多态性的基因分型。rs1776966256和rs1243008337基因型和等位基因在两组之间的分布显示出统计学上的显着差异。CNR1rs1776966256的GG和AG基因型频率在DN患者和对照组之间存在显着差异。此外,与A等位基因相比,该多态性的G等位基因与DN的较高发病率相关(p=0.0001).具有基因多态性rs1243008337的患者具有较高的CC和AC基因型,并且在多态性基因型中比野生型基因型更容易发展为DN。此外,与A等位基因相比,C等位基因与较高的发展DN的机会相关(p=0.0001)。rs1776966256和rs1243008337多态性均与糖尿病肾病的发生发展相关。
    In individuals with type 2 diabetes mellitus (T2DM), the cannabinoid receptor 1 (CNR1) gene polymorphism has been linked to diabetic nephropathy (DN). Different renal disorders, including DN, have been found to alter cannabinoid (CB) receptor expression and activation. This cross-sectional study aimed to investigate the relationship between CNR1 rs1776966256 and rs1243008337 genetic variants and the risk of developing DN in Iraqi patients with T2DM. The study included 100 patients with T2DM, divided into two groups: 50 with DN and 50 without DN. Genotyping of CNR1 rs1776966256 and rs1243008337 polymorphisms was conducted using PCR in DN patients and control samples. The distribution of rs1776966256 and rs1243008337 genotypes and alleles between the two groups revealed statistically significant differences. The frequencies of the GG and AG genotypes of CNR1 rs1776966256 were significantly different between DN patients and the control group. Additionally, compared to the A allele, the G allele of this polymorphism was linked to a higher incidence of DN (p=0.0001). Patients with the genetic polymorphism rs1243008337 had higher genotypes of CC and AC and were more likely to develop DN in the polymorphism genotype than the wild genotype. Additionally, compared to the A allele, the C allele was linked to a higher chance of developing DN (p=0.0001). Both rs1776966256 and rs1243008337 polymorphisms were correlated with the development of diabetic nephropathy.
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  • 文章类型: Journal Article
    在童年,视网膜母细胞瘤(RB)是眼睛中最常见的原发性肿瘤。使用依托泊苷治疗这种危及生命的疾病的长期治疗管理可能会降低有效性,因为RB细胞会对这种药物产生细胞抑制抗性。为了确定受体介导的Ca2+信号控制的变化是否与抗性发展有关,荧光钙成像,半定量RT-qPCR分析,在WERI-ETOR(依托泊苷不敏感)和WERI-Rb1(依托泊苷敏感)细胞中比较了台盼蓝染料排斥染色模式。大麻素受体激动剂1(CNR1)WIN55,212-2(40µM),或瞬时受体电位美司他丁8(TRPM8)激动剂icilin(40µM)在两种细胞系中引起类似的大Ca2瞬变。另一方面,与WERI-Rb1细胞相比,NGF(100ng/mL)在WERI-ETOR细胞中诱导更大的升高,其在WERI-Rb1细胞中的杀伤力大于WERI-ETOR细胞。NGF和WIN55,212-2在两种细胞类型中诱导加性Ca2+瞬变。然而,用NGF和WIN55,212-2预处理后,TRPM8基因表达下降,仅在WERI-ETOR细胞中完全阻断了icilin诱导的Ca2瞬变。此外,WERI-ETOR细胞中的CNR1基因表达水平高于WERI-Rb1细胞中的CNR1基因表达水平。因此,依托泊苷不敏感的发展可能与CNR1基因表达升高有关,进而通过串扰抑制TRPM8基因表达。
    In childhood, retinoblastoma (RB) is the most common primary tumor in the eye. Long term therapeutic management with etoposide of this life-threatening condition may have diminishing effectiveness since RB cells can develop cytostatic resistance to this drug. To determine whether changes in receptor-mediated control of Ca2+ signaling are associated with resistance development, fluorescence calcium imaging, semi-quantitative RT-qPCR analyses, and trypan blue dye exclusion staining patterns are compared in WERI-ETOR (etoposide-insensitive) and WERI-Rb1 (etoposide-sensitive) cells. The cannabinoid receptor agonist 1 (CNR1) WIN55,212-2 (40 µM), or the transient receptor potential melastatin 8 (TRPM8) agonist icilin (40 µM) elicit similar large Ca2+ transients in both cell line types. On the other hand, NGF (100 ng/mL) induces larger rises in WERI-ETOR cells than in WERI-Rb1 cells, and its lethality is larger in WERI-Rb1 cells than in WERI-ETOR cells. NGF and WIN55,212-2 induced additive Ca2+ transients in both cell types. However, following pretreatment with both NGF and WIN55,212-2, TRPM8 gene expression declines and icilin-induced Ca2+ transients are completely blocked only in WERI-ETOR cells. Furthermore, CNR1 gene expression levels are larger in WERI-ETOR cells than those in WERI-Rb1 cells. Therefore, the development of etoposide insensitivity may be associated with rises in CNR1 gene expression, which in turn suppress TRPM8 gene expression through crosstalk.
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  • 文章类型: Journal Article
    大麻素受体1(CB1R)在调节各种病理生理过程中起着关键作用,因此将自己定位为一个有希望和追捧的治疗目标。然而,寻找特异性和有效的CB1R配体一直具有挑战性,促使人们探索药物再利用(DR)策略。在这项研究中,我们提出了一种创新的DR方法,该方法结合了计算筛选和实验验证,以鉴定可能与CB1R相互作用的潜在食品和药物管理局(FDA)批准的化合物。最初,使用分子对接模拟进行了大规模的虚拟筛选,其中FDA批准的药物库针对CB1R的三维结构进行了筛选。这种计算机模拟分析使我们能够根据化合物通过两种不同的过滤器的结合亲和力对化合物进行优先级排序。随后,使用细胞和生化模型对入围化合物进行体外分析,以验证其与CB1R的相互作用并确定其功能影响.我们的结果揭示了FDA批准的化合物表现出与CB1R的有希望的相互作用。这些发现为涉及CB1R信号传导的各种疾病的DR开辟了令人兴奋的机会。总之,我们的综合计算和实验方法证明了DR从现有FDA批准的化合物中发现CB1R调节剂的可行性.通过利用丰富的现有药理学数据,这一策略加速了潜在治疗方法的确定,同时降低了开发成本和时间.这项研究的发现有可能为一系列CB1R相关疾病提供新的治疗方法。在药物发现研究方面迈出了重要的一步。
    The cannabinoid receptor 1 (CB1R) plays a pivotal role in regulating various physiopathological processes, thus positioning itself as a promising and sought-after therapeutic target. However, the search for specific and effective CB1R ligands has been challenging, prompting the exploration of drug repurposing (DR) strategies. In this study, we present an innovative DR approach that combines computational screening and experimental validation to identify potential Food and Drug Administration (FDA)-approved compounds that can interact with the CB1R. Initially, a large-scale virtual screening was conducted using molecular docking simulations, where a library of FDA-approved drugs was screened against the CB1R\'s three-dimensional structures. This in silico analysis allowed us to prioritize compounds based on their binding affinity through two different filters. Subsequently, the shortlisted compounds were subjected to in vitro assays using cellular and biochemical models to validate their interaction with the CB1R and determine their functional impact. Our results reveal FDA-approved compounds that exhibit promising interactions with the CB1R. These findings open up exciting opportunities for DR in various disorders where CB1R signaling is implicated. In conclusion, our integrated computational and experimental approach demonstrates the feasibility of DR for discovering CB1R modulators from existing FDA-approved compounds. By leveraging the wealth of existing pharmacological data, this strategy accelerates the identification of potential therapeutics while reducing development costs and timelines. The findings from this study hold the potential to advance novel treatments for a range of CB1R -associated diseases, presenting a significant step forward in drug discovery research.
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  • 文章类型: Journal Article
    大麻激活大麻素受体1(CB1),这引发了镇痛和情绪调节的好处,伴随着不良影响,通过Gi和β-抑制蛋白信号通路。然而,对β-arrestin-1(βarr1)偶联机制的认识不足和信号传导偏倚阻碍了靶向CB1的药物开发.这里,我们介绍了与合成大麻素MDMB-Fubinaca(FUB)结合的CB1-βarr1复合物的高分辨率低温电子显微镜结构,揭示了与Gi蛋白复合物相比,换能器袋和配体结合位点的显着差异。βarr1占据较宽的换能器袋,促进TM6的大量向外移动和独特的双拨动开关重排,而FUB采用不同的姿势,插入比Gi耦合状态更深,表明正构结合口袋和伴侣蛋白位点之间的变构相关性。一起来看,我们的研究结果揭示了信号传导偏向CB1的分子机制,促进了CB1激动剂的发展.
    Cannabis activates the cannabinoid receptor 1 (CB1), which elicits analgesic and emotion regulation benefits, along with adverse effects, via Gi and β-arrestin signaling pathways. However, the lack of understanding of the mechanism of β-arrestin-1 (βarr1) coupling and signaling bias has hindered drug development targeting CB1. Here, we present the high-resolution cryo-electron microscopy structure of CB1-βarr1 complex bound to the synthetic cannabinoid MDMB-Fubinaca (FUB), revealing notable differences in the transducer pocket and ligand-binding site compared with the Gi protein complex. βarr1 occupies a wider transducer pocket promoting substantial outward movement of the TM6 and distinctive twin toggle switch rearrangements, whereas FUB adopts a different pose, inserting more deeply than the Gi-coupled state, suggesting the allosteric correlation between the orthosteric binding pocket and the partner protein site. Taken together, our findings unravel the molecular mechanism of signaling bias toward CB1, facilitating the development of CB1 agonists.
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  • 文章类型: Journal Article
    神经炎症是一种复杂的生物学过程,通常起源于大脑中的保护性反应。这种炎症过程是由细胞因子等促炎物质的释放引发的,前列腺素,以及刺激的内皮细胞和神经胶质细胞中的活性氧和氮,包括那些具有促炎功能的人,在外部区域。虽然神经元炎症在各种中枢神经系统疾病中很常见,与不同免疫介导的细胞类型相关的特定炎症途径和影响血脑屏障的各种因素显著有助于疾病特异性特征.内源性大麻素系统由大麻素受体组成,内源性大麻素,和负责合成和代谢内源性大麻素的酶。主要的大麻素受体是CB1,主要存在于特定的大脑区域,如脑干,小脑,海马体,和皮质。某些大脑成分中存在CB2受体,像培养的小脑颗粒细胞,浦肯野纤维,和小胶质细胞,以及大脑皮层等区域,海马体,和小脑也通过免疫印迹试验得到证实,放射性配体结合,和放射自显影研究。CB1和CB2大麻素受体均表现出值得注意的生理反应,并具有多种神经调节能力。这篇综述主要旨在概述CB1和CB2受体在不同脑区的分布,并探讨它们在调节神经炎症过程中的潜在作用。
    Neuroinflammation is a complex biological process that typically originates as a protective response in the brain. This inflammatory process is triggered by the release of pro-inflammatory substances like cytokines, prostaglandins, and reactive oxygen and nitrogen species from stimulated endothelial and glial cells, including those with pro-inflammatory functions, in the outer regions. While neuronal inflammation is common in various central nervous system disorders, the specific inflammatory pathways linked with different immune-mediated cell types and the various factors influencing the blood-brain barrier significantly contribute to disease-specific characteristics. The endocannabinoid system consists of cannabinoid receptors, endogenous cannabinoids, and enzymes responsible for synthesizing and metabolizing endocannabinoids. The primary cannabinoid receptor is CB1, predominantly found in specific brain regions such as the brainstem, cerebellum, hippocampus, and cortex. The presence of CB2 receptors in certain brain components, like cultured cerebellar granular cells, Purkinje fibers, and microglia, as well as in the areas like the cerebral cortex, hippocampus, and cerebellum is also evidenced by immunoblotting assays, radioligand binding, and autoradiography studies. Both CB1 and CB2 cannabinoid receptors exhibit noteworthy physiological responses and possess diverse neuromodulatory capabilities. This review primarily aims to outline the distribution of CB1 and CB2 receptors across different brain regions and explore their potential roles in regulating neuroinflammatory processes.
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  • 文章类型: Preprint
    针对大麻素受体1(CB1)的新型精神活性物质(NPS)作为娱乐性滥用药物对社会构成了重大威胁,可以避免发现并具有较高的生理副作用。NPS的这些生理副作用显示与更高的β-抑制蛋白信号传导有关。我们假设NPxxY基序的构象动力学差异导致与经典大麻素相反的NPS的不同下游信号传导。为了比较NPS和经典大麻素结合对NPxxY构象集合的动态影响,我们使用无偏和有偏分子动力学模拟,模拟了来自CB1的NPSMDMB-Fubinaca和经典大麻素HU-210的(非)结合过程。基于过渡的重重方法(TRAM)用于结合多集合模拟,以估算具有纳摩尔亲和力的配体(非)结合过程的过渡速率和基本热力学,在那里获得局部可逆采样更昂贵。我们的分析表明,配体使用相同的途径但通过不同的机制与受体解除结合。进一步的分析揭示了NPS结合CB1的NPxxY基序中更高的构象波动,支持我们的假设。使用基于神经理性推理的变分自动编码器(VAE)进一步验证了观察结果,对于NPS结合的CB1,其显示结合袋残基与NPxxY之间的基于动态变构的相互作用更高。因此,在这项工作中,MD模拟,数据驱动的统计方法,和深度学习指出NPS和经典大麻素的(非)结合和下游信号传导存在显著差异。
    New psychoactive substances (NPS) targeting cannabinoid receptor 1 pose a significant threat to society as recreational abusive drugs that have pronounced physiological side effects. These greater adverse effects compared to classical cannabinoids have been linked to the higher downstream β-arrestin signaling. Thus, understanding the mechanism of differential signaling will reveal important structure-activity relationship essential for identifying and potentially regulating NPS molecules. In this study, we simulate the slow (un)binding process of NPS MDMB-Fubinaca and classical cannabinoid HU-210 from CB1 using multi-ensemble simulation to decipher the effects of ligand binding dynamics on downstream signaling. The transition-based reweighing method is used for the estimation of transition rates and underlying thermodynamics of (un)binding processes of ligands with nanomolar affinities. Our analyses reveal major interaction differences with transmembrane TM7 between NPS and classical cannabinoids. A variational autoencoder-based approach, neural relational inference (NRI), is applied to assess the allosteric effects on intracellular regions attributable to variations in binding pocket interactions. NRI analysis indicate a heightened level of allosteric control of NPxxY motif for NPS-bound receptors, which contributes to the higher probability of formation of a crucial triad interaction (Y7.53-Y5.58-T3.46) necessary for stronger β-arrestin signaling. Hence, in this work, MD simulation, data-driven statistical methods, and deep learning point out the structural basis for the heightened physiological side effects associated with NPS, contributing to efforts aimed at mitigating their public health impact.
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