Dopamine Plasma Membrane Transport Proteins

多巴胺质膜转运蛋白
  • 文章类型: Journal Article
    神经递质多巴胺在情绪中起着核心作用,食欲,唤醒和运动1.尽管它在大脑生理和功能上很重要,作为非法药物和治疗药物的目标,人类多巴胺转运蛋白(hDAT)及其被小分子和Zn2抑制的机制没有高分辨率的结构背景。在这里,我们确定了hDAT与竞争性抑制剂和可卡因类似物的三方复合物的结构,(-)-2-β-甲烷氧基-3-β-(4-氟苯基)三氨基二(β-CFT),非竞争性抑制剂MRS72923和Zn2+(参考文献。4).我们展示了β-CFT如何占据中心位置,大约穿过膜的一半,稳定的运输在一个向外开放的构象。MRS7292与结构上未表征的变构位点结合,靠近细胞外前庭,隔离在细胞外环4(EL4)下方,并与跨膜螺旋1b(TM1b)相邻,充当楔子,排除TM1b的运动和细胞外门的关闭。Zn2离子通过将EL4耦合到EL2,TM7和TM8进一步稳定了面向外的构象,从而提供了有关Zn2如何抑制EL4相对于EL2的运动并抑制运输活动的具体见解。
    The neurotransmitter dopamine has central roles in mood, appetite, arousal and movement1. Despite its importance in brain physiology and function, and as a target for illicit and therapeutic drugs, the human dopamine transporter (hDAT) and mechanisms by which it is inhibited by small molecules and Zn2+ are without a high-resolution structural context. Here we determine the structure of hDAT in a tripartite complex with the competitive inhibitor and cocaine analogue, (-)-2-β-carbomethoxy-3-β-(4-fluorophenyl)tropane2 (β-CFT), the non-competitive inhibitor MRS72923 and Zn2+ (ref. 4). We show how β-CFT occupies the central site, approximately halfway across the membrane, stabilizing the transporter in an outward-open conformation. MRS7292 binds to a structurally uncharacterized allosteric site, adjacent to the extracellular vestibule, sequestered underneath the extracellular loop 4 (EL4) and adjacent to transmembrane helix 1b (TM1b), acting as a wedge, precluding movement of TM1b and closure of the extracellular gate. A Zn2+ ion further stabilizes the outward-facing conformation by coupling EL4 to EL2, TM7 and TM8, thus providing specific insights into how Zn2+ restrains the movement of EL4 relative to EL2 and inhibits transport activity.
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  • 文章类型: Journal Article
    多巴胺转运蛋白(DAT)对于调节多巴胺信号至关重要,并且是可卡因1的奖励和成瘾作用的主要介质。作为神经递质钠转运体家族的一部分,DAT使用跨细胞膜的Na梯度来对照其化学梯度2运输多巴胺。转运机制涉及控制底物进入中央位点的细胞内门和细胞外门。然而,该过程的分子复杂性和可卡因的抑制机制尚不清楚。这里,我们以2.66的分辨率呈现了与可卡因复合的人类DAT的分子结构。我们的研究结果表明,DAT采用预期的LeuT折叠,呈向外开放的构象,可卡因结合在中央(S1)位点。值得注意的是,而Na+占据了第二个Na+位点(Na2),Na1网站似乎是空的,Asn82的侧链占据假定的Na+空间。这种结构见解阐明了可卡因抑制人类DAT的机制,并加深了我们对神经递质运输的理解。通过揭示可卡因行为的分子基础,我们的研究为开发针对成瘾的靶向药物奠定了基础.
    The dopamine transporter (DAT) is crucial for regulating dopamine signalling and is the prime mediator for the rewarding and addictive effects of cocaine1. As part of the neurotransmitter sodium symporter family, DAT uses the Na+ gradient across cell membranes to transport dopamine against its chemical gradient2. The transport mechanism involves both intra- and extracellular gates that control substrate access to a central site. However, the molecular intricacies of this process and the inhibitory mechanism of cocaine have remained unclear. Here, we present the molecular structure of human DAT in complex with cocaine at a resolution of 2.66 Å. Our findings reveal that DAT adopts the expected LeuT-fold, posing in an outward-open conformation with cocaine bound at the central (S1) site. Notably, while an Na+ occupies the second Na+ site (Na2), the Na1 site seems to be vacant, with the side chain of Asn82 occupying the presumed Na+ space. This structural insight elucidates the mechanism for the cocaine inhibition of human DAT and deepens our understanding of neurotransmitter transport. By shedding light on the molecular underpinnings of how cocaine acts, our study lays a foundation for the development of targeted medications to combat addiction.
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  • 文章类型: Journal Article
    多巴胺转运体通过将多巴胺吸收到神经元中来在调节多巴胺能神经传递中起关键作用,并导致精神运动性兴奋剂1-3的滥用潜力。尽管经过了几十年的研究,结构,底物结合,人类多巴胺转运蛋白的构象转变和药物结合姿势仍然未知。在这里,我们报告了处于apo状态的人类多巴胺转运蛋白的结构,与底物多巴胺复合,注意缺陷多动障碍药物哌醋甲酯,以及多巴胺摄取抑制剂GBR12909和苯二托品。处于闭塞状态的多巴胺结合结构精确地说明了多巴胺和相关离子的结合位置。与药物结合的结构在面向外或面向内的状态下被捕获,在底物运输过程中照亮不同的结合模式和构象转变。与面向外的状态不同,它是由可卡因稳定的,GBR12909和苯并托品使多巴胺转运体稳定在面向内的状态,揭示以前看不见的药物结合姿势,并提供它们如何抵消可卡因的影响的见解。这项研究建立了一个框架,用于了解人类多巴胺转运蛋白的功能,并开发多巴胺转运蛋白相关疾病和可卡因成瘾的治疗干预措施。
    The dopamine transporter has a crucial role in regulation of dopaminergic neurotransmission by uptake of dopamine into neurons and contributes to the abuse potential of psychomotor stimulants1-3. Despite decades of study, the structure, substrate binding, conformational transitions and drug-binding poses of human dopamine transporter remain unknown. Here we report structures of the human dopamine transporter in its apo state, and in complex with the substrate dopamine, the attention deficit hyperactivity disorder drug methylphenidate, and the dopamine-uptake inhibitors GBR12909 and benztropine. The dopamine-bound structure in the occluded state precisely illustrates the binding position of dopamine and associated ions. The structures bound to drugs are captured in outward-facing or inward-facing states, illuminating distinct binding modes and conformational transitions during substrate transport. Unlike the outward-facing state, which is stabilized by cocaine, GBR12909 and benztropine stabilize the dopamine transporter in the inward-facing state, revealing previously unseen drug-binding poses and providing insights into how they counteract the effects of cocaine. This study establishes a framework for understanding the functioning of the human dopamine transporter and developing therapeutic interventions for dopamine transporter-related disorders and cocaine addiction.
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  • 文章类型: News
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  • 文章类型: Journal Article
    帕金森病(PD)临床治疗的核心是增强脑内多巴胺(DA)信号传导。多巴胺转运蛋白(DAT)的调节是该过程不可或缺的。本研究旨在探讨胶质细胞源性神经营养因子(GDNF)对DAT,从而获得了深刻的理解其在治疗PD的潜在价值。在这项研究中,我们研究了GDNF对PD细胞和小鼠模型的影响,包括通过免疫荧光和免疫印迹检测到的DAT的糖基化和膜转运,神经递质纤维成像技术测量DA信号,通过电子显微镜观察到高尔基形态,以及通过行为测试评估的认知能力。这项研究表明,在动物试验中,MPTP诱导的帕金森病(PD)小鼠表现出明显的认知功能下降。利用ELISA和神经递质纤维成像技术,我们观察到MPTP诱导的PD小鼠前额叶皮层(PFC)中多巴胺水平的降低和多巴胺信号释放强度的显着降低。有趣的是,这些改变被胶质细胞系来源的神经营养因子(GDNF)逆转。在细胞实验中,在MPP+干预之后,细胞膜和细胞质中的Gly-DAT修饰均减少,伴随着细胞质内非DAT表达和DAT聚集的增加。相反,GDNF增强DAT糖基化并促进其在受损多巴胺能神经元中的膜运输,同时逆转了GRASP65耗竭和高尔基体破碎的影响,从而减少高尔基体中DAT的积累。此外,GRASP65的过表达增强了PD细胞和小鼠的DAT转运,而GRASP65的抑制减弱了GDNF对DAT的功效。此外,GDNF增强了PFC突触前膜对神经递质的再利用,在一次电刺激后促进多巴胺的有效释放,最终改善PD小鼠的认知障碍。因此,我们建议GDNF通过促进高尔基体的重新聚集来增强DAT的糖基化和膜运输,从而放大DA信号的利用率。这最终导致PD小鼠模型中认知能力的改善。我们的研究阐明了,从一个新颖的角度来看,GDNF在增强PD的DA利用和认知功能方面的有益作用,为其治疗潜力提供新的见解。
    The core of clinic treatment of Parkinson\'s disease (PD) is to enhance dopamine (DA) signaling within the brain. The regulation of dopamine transporter (DAT) is integral to this process. This study aims to explore the regulatory mechanism of glial cell line-derived neurotrophic factor (GDNF) on DAT, thereby gaining a profound understanding its potential value in treating PD. In this study, we investigated the effects of GDNF on both cellular and mouse models of PD, including the glycosylation and membrane transport of DAT detected by immunofluorescence and immunoblotting, DA signal measured by neurotransmitter fiber imaging technology, Golgi morphology observed by electron microscopic, as well as cognitive ability assessed by behavior tests. This study revealed that in animal trials, MPTP-induced Parkinson\'s Disease (PD) mice exhibited a marked decline in cognitive function. Utilizing ELISA and neurotransmitter fiber imaging techniques, we observed a decrease in dopamine levels and a significant reduction in the intensity of dopamine signal release in the Prefrontal Cortex (PFC) of PD mice induced by MPTP. Intriguingly, these alterations were reversed by Glial Cell Line-Derived Neurotrophic Factor (GDNF). In cellular experiments, following MPP + intervention, there was a decrease in Gly-DAT modification in both the cell membrane and cytoplasm, coupled with an increase in Nongly-DAT expression and aggregation of DAT within the cytoplasm. Conversely, GDNF augmented DAT glycosylation and facilitated its membrane transport in damaged dopaminergic neurons, concurrently reversing the effects of GRASP65 depletion and Golgi fragmentation, thereby reducing the accumulation of DAT in the Golgi apparatus. Furthermore, overexpression of GRASP65 enhanced DAT transport in PD cells and mice, while suppression of GRASP65 attenuated the efficacy of GDNF on DAT. Additionally, GDNF potentiated the reutilization of neurotransmitters by the PFC presynaptic membrane, boosting the effective release of dopamine following a single electrical stimulation, ultimately ameliorating the cognitive impairments in PD mice.Therefore, we propose that GDNF enhances the glycosylation and membrane trafficking of DAT by facilitating the re-aggregation of the Golgi apparatus, thereby amplifying the utilization of DA signals. This ultimately leads to the improvement of cognitive abilities in PD mouse models. Our study illuminates, from a novel angle, the beneficial role of GDNF in augmenting DA utilization and cognitive function in PD, providing fresh insights into its therapeutic potential.
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  • 文章类型: Journal Article
    背景:据报道,患有老年精神疾病的患者包括许多神经退行性疾病的前驱阶段病例。异常的123I-2β-甲氧甲氧基-3β-(4-碘苯基)-N-(3-氟丙基)去甲氢多巴胺转运蛋白单光子发射计算机断层扫描(DAT-SPECT)显示出黑质纹状体多巴胺能缺陷,被认为可用于检测路易体痴呆和帕金森氏病以及进行性基底核上性皮质麻痹和皮质变性。我们旨在确定老年精神疾病患者DAT-SPECT异常病例的比例,并确定其临床特征。
    方法:设计是一项横断面研究。61名60岁或以上的住院患者接受DAT-SPECT并被诊断患有精神疾病的临床发现,但未分析神经退行性疾病或痴呆。
    结果:61人中的36人(59%)的DAT-SPECT结果异常。接受DAT-SPECT检查的61例患者中有54例(89%)接受了123I-偏碘苄基胍心肌闪烁显像(123I-MIBG闪烁显像);54例患者中有12例(22.2%)在123I-MIBG闪烁显像上有异常发现。没有DAT-SPECT正常和123I-MIBG闪烁显像异常的病例。DAT-SPECT异常在晚发性(55岁及以上)精神疾病(69.0%)和抑郁症(75.7%)患者中更为常见,尤其是晚发性抑郁症(79.3%)。
    结论:老年精神病患者包括许多DAT-SPECT异常的病例。建议这些病例具有发生以多巴胺能缺陷为特征的神经退行性疾病的高风险。在DAT-SPECT上发现异常的老年精神疾病患者可能倾向于首先在DAT-SPECT上而不是在123I-MIBG闪烁显像上显示异常。
    BACKGROUND: It has been reported that patients with geriatric psychiatric disorders include many cases of the prodromal stages of neurodegenerative diseases. Abnormal 123I-2β-carbomethoxy-3β-(4-iodophenyl)-N-(3-fluoropropyl) nortropane dopamine transporter single-photon emission computed tomography (DAT-SPECT) reveals a nigrostriatal dopaminergic deficit and is considered useful to detect dementia with Lewy bodies and Parkinson\'s disease as well as progressive supranuclear palsy and corticobasal degeneration. We aimed to determine the proportion of cases that are abnormal on DAT-SPECT in patients with geriatric psychiatric disorders and to identify their clinical profile.
    METHODS: The design is a cross-sectional study. Clinical findings of 61 inpatients aged 60 years or older who underwent DAT-SPECT and had been diagnosed with psychiatric disorders, but not neurodegenerative disease or dementia were analysed.
    RESULTS: 36 of 61 (59%) had abnormal results on DAT-SPECT. 54 of 61 patients who had DAT-SPECT (89%) had undergone 123I-metaiodobenzylguanidine myocardial scintigraphy (123I-MIBG scintigraphy); 12 of the 54 patients (22.2%) had abnormal findings on 123I-MIBG scintigraphy. There were no cases that were normal on DAT-SPECT and abnormal on 123I-MIBG scintigraphy. DAT-SPECT abnormalities were more frequent in patients with late-onset (55 years and older) psychiatric disorders (69.0%) and depressive disorder (75.7%), especially late-onset depressive disorder (79.3%).
    CONCLUSIONS: Patients with geriatric psychiatric disorders include many cases showing abnormalities on DAT-SPECT. It is suggested that these cases are at high risk of developing neurodegenerative diseases characterised by a dopaminergic deficit. It is possible that patients with geriatric psychiatric disorders with abnormal findings on DAT-SPECT tend to show abnormalities on DAT-SPECT first rather than on 123I-MIBG scintigraphy.
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  • 文章类型: Journal Article
    长期暴露于HIV-1转录反式激活因子(Tat)蛋白失调单胺传递,一种生理变化被认为是促进艾滋病毒感染者神经认知障碍的关键因素。我们已经证明,Tat转基因小鼠中Tat的体内表达通过前额叶皮层中的多巴胺转运蛋白(DAT)和去甲肾上腺素转运蛋白(NET)降低了多巴胺的摄取。Further,我们新型的单胺转运蛋白变构抑制剂,SRI-32743已被证明可以减弱Tat抑制的多巴胺通过DAT的转运,并减轻Tat增强的认知障碍。目前的研究报道了SRI-32743在基础和Tat诱导的人NET(hNET)功能抑制中的药理学概况。SRI-32743对hNET结合的亲和力低于地昔帕明,一种经典的NET抑制剂,但显示出类似的抑制hDAT和hNET活性的效力。SRI-32743浓度依赖性地增加了hNET对[3H]DA摄取的亲和力,但保留了多巴胺转运的Vmax。SRI-32743减缓了可卡因介导的[3H]尼索西汀结合的解离,并减少了[3H]DA和[3H]MPP外排,但不影响d-苯丙胺介导的[3H]DA通过hNET的释放。最后,我们确定SRI-32743减弱了重组Tat1-86通过hNET诱导的[3H]DA摄取减少。我们的发现表明,SRI-32743变构破坏重组Tat1-86-hNET相互作用,建议对同时滥用可卡因的HIV感染者的潜在治疗方法。
    Prolonged exposure to HIV-1 transactivator of transcription (Tat) protein dysregulates monoamine transmission, a physiological change implicated as a key factor in promoting neurocognitive disorders among people living with HIV. We have demonstrated that in vivo expression of Tat in Tat transgenic mice decreases dopamine uptake through both dopamine transporter (DAT) and norepinephrine transporter (NET) in the prefrontal cortex. Further, our novel allosteric inhibitor of monoamine transporters, SRI-32743, has been shown to attenuate Tat-inhibited dopamine transport through DAT and alleviates Tat-potentiated cognitive impairments. The current study reports the pharmacological profiles of SRI-32743 in basal and Tat-induced inhibition of human NET (hNET) function. SRI-32743 exhibited less affinity for hNET binding than desipramine, a classical NET inhibitor, but displayed similar potency for inhibiting hDAT and hNET activity. SRI-32743 concentration-dependently increased hNET affinity for [3H]DA uptake but preserved the Vmax of dopamine transport. SRI-32743 slowed the cocaine-mediated dissociation of [3H]Nisoxetine binding and reduced both [3H]DA and [3H]MPP+ efflux but did not affect d-amphetamine-mediated [3H]DA release through hNET. Finally, we determined that SRI-32743 attenuated a recombinant Tat1-86-induced decrease in [3H]DA uptake via hNET. Our findings demonstrated that SRI-32743 allosterically disrupts the recombinant Tat1-86-hNET interaction, suggesting a potential treatment for HIV-infected individuals with concurrent cocaine abuse.
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  • 文章类型: Journal Article
    目的:帕金森病(PD)是一种与年龄相关的神经退行性疾病,其特征主要是运动症状。尽管PD患者经常经历广泛的非运动症状(NMS)。一种重要且常见的NMS是认知障碍,这是使用不同的认知量表来衡量的。监测认知功能障碍及其在PD中的下降对于患者护理和管理至关重要。在这项研究中,我们的目标是在初始化临床生物标志物和DATSPECT的5年时间框架内,确定预测认知衰退的最有效认知量表.
    方法:机器学习先前在图像和临床数据分类和检测方面表现出卓越的性能。在这项研究中,我们建议对不同类型的数据使用机器学习,如DATSPECT和临床生物标志物,基于各种认知量表预测PD-CD。我们收集了330个DATSPECT图像及其基线临床数据,帕金森病进展标志物倡议(PPMI)的第2、3、4和5年。然后,我们设计了一个3D自动编码器来从DATSPECT图像中提取深层放射学特征(DF),然后我们根据蒙特利尔认知评估(MoCA)和运动障碍协会-统一帕金森病评定量表(MDS-UPDRS-I),将其与17项临床特征(CF)结合,以预测认知下降。
    结果:与MDS-UPDRS-I相比,将MoCA用作认知衰退量表在不同年份产生了更好的表现。在第4年,深度放射学特征的应用取得了最高的成就,交叉验证AUC为89.28,利用梯度增强分类器。对于MDS-UPDRS-I量表,最高的成就是利用深层放射学特征,与随机森林分类器的交叉验证AUC为81.34。
    结论:研究结果表明,与MDS-UPDRS-I相比,MoCA量表可能是5年内认知能力下降的更有效预测指标。此外,与单独的临床生物标志物或临床和深部放射学相结合相比,深部放射学特征具有更好的表现.这些结果表明,使用MoCA评分和从DATSPECT提取的深层放射学特征可能是一种有希望的方法,用于识别四年内存在认知能力下降风险的个体。需要未来的研究来验证这些发现并探索其在临床实践中的实用性。
    OBJECTIVE: Parkinson\'s disease (PD) is an age-related neurodegenerative condition characterized mostly by motor symptoms. Although a wide range of non-motor symptoms (NMS) are frequently experienced by PD patients. One of the important and common NMS is cognitive impairment, which is measured using different cognitive scales. Monitoring cognitive impairment and its decline in PD is essential for patient care and management. In this study, our goal is to identify the most effective cognitive scale in predicting cognitive decline over a 5-year timeframe initializing clinical biomarkers and DAT SPECT.
    METHODS: Machine Learning has previously shown superior performance in image and clinical data classification and detection. In this study, we propose to use machine learning with different types of data, such as DAT SPECT and clinical biomarkers, to predict PD-CD based on various cognitive scales. We collected 330 DAT SPECT images and their clinical data in baseline, years 2,3,4, and 5 from Parkinson\'s Progression Markers Initiative (PPMI). We then designed a 3D Autoencoder to extract deep radiomic features (DF) from DAT SPECT images, and we then concatenated it with 17 clinical features (CF) to predict cognitive decline based on Montreal Cognitive Assessment (MoCA) and The Movement Disorder Society-Unified Parkinson\'s Disease Rating Scale (MDS-UPDRS-I).
    RESULTS: The utilization of MoCA as a cognitive decline scale yielded better performance in various years compared to MDS-UPDRS-I. In year 4, the application of the deep radiomic feature resulted in the highest achievement, with a cross-validation AUC of 89.28, utilizing the gradient boosting classifier. For the MDS-UPDRS-I scale, the highest achievement was obtained by utilizing the deep radiomic feature, resulting in a cross-validation AUC of 81.34 with the random forest classifier.
    CONCLUSIONS: The study findings indicate that the MoCA scale may be a more effective predictor of cognitive decline within 5 years compared to MDS-UPDRS-I. Furthermore, deep radiomic features had better performance compared to sole clinical biomarkers or clinical and deep radiomic combined. These results suggest that using the MoCA score and deep radiomic features extracted from DAT SPECT could be a promising approach for identifying individuals at risk for cognitive decline in four years. Future research is needed to validate these findings and explore their utility in clinical practice.
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  • 文章类型: Journal Article
    单胺转运蛋白(MAT)家族的转运蛋白调节多巴胺等重要神经递质的摄取,血清素,和去甲肾上腺素.MAT家族使用离子跨膜的电化学梯度起作用,包括三个转运蛋白,多巴胺转运蛋白(DAT),血清素转运体(SERT),和去甲肾上腺素转运蛋白(NET)。已观察到MAT转运蛋白以单体状态存在至高阶寡聚状态。结构特征,变构调制,和脂质环境调节MAT转运蛋白的寡聚化。NET和SERT寡聚化受膜中存在的PIP2水平的调节。MAT家族中TM12中存在的扭结对于二聚体界面形成至关重要。二聚体界面中的变构调制阻碍了二聚体的形成。低聚也会影响转运蛋白的功能,贩运,和监管。本章将重点介绍最近对单胺转运体的研究,并讨论影响其寡聚化的因素及其对其功能的影响。
    Transporters of the monoamine transporter (MAT) family regulate the uptake of important neurotransmitters like dopamine, serotonin, and norepinephrine. The MAT family functions using the electrochemical gradient of ions across the membrane and comprises three transporters, dopamine transporter (DAT), serotonin transporter (SERT), and norepinephrine transporter (NET). MAT transporters have been observed to exist in monomeric states to higher-order oligomeric states. Structural features, allosteric modulation, and lipid environment regulate the oligomerization of MAT transporters. NET and SERT oligomerization are regulated by levels of PIP2 present in the membrane. The kink present in TM12 in the MAT family is crucial for dimer interface formation. Allosteric modulation in the dimer interface hinders dimer formation. Oligomerization also influences the transporters\' function, trafficking, and regulation. This chapter will focus on recent studies on monoamine transporters and discuss the factors affecting their oligomerization and its impact on their function.
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  • 文章类型: Journal Article
    最近对帕金森病(PD)患者的研究报告了动态功能连接的中断(dFC,即,功能连通性随时间自发波动的表征)。这里,我们评估了纹状体多巴胺末端的完整性是否直接调节两个独立PD队列中的dFC指标,大规模脑网络动力学中多巴胺相关变化的索引及其在临床特征中的意义。我们汇集了来自两个反映早期PD的疾病控制队列的数据。来自帕金森进展标志物倡议(PPMI)队列,对63例PD患者和16例年龄和性别匹配的健康对照者进行了静息态功能磁共振成像(rsfMRI)和多巴胺转运体(DaT)单光子发射计算机断层扫描(SPECT).从临床研究组219(KFO)队列中,对52例PD患者和17例年龄和性别匹配的健康对照者进行rsfMRI成像。41名PD患者和13名健康对照受试者的子集还接受了18F-DOPA-正电子发射断层扫描(PET)成像。提取18F-DOPAPET的纹状体合成能力和DaTSPECT图像的多巴胺终末量。经过rsfMRI预处理,对两个队列同时进行独立成分分析.基于派生的组件,对每个队列分别进行个体滑动窗口方法(44s窗口)和随后的k均值聚类,以得出dFC状态(重新出现的个体内和个体间连通性模式).从这些州,我们推导了时间指标,例如每个状态的平均停留时间,国家出席,和过渡次数,并在组和队列之间进行比较。Further,我们将这些与局部多巴胺能损害和临床严重程度的各自措施相关联。队列在年龄和性别方面没有差异。在队列之间,PD组在疾病持续时间方面有所不同,教育,认知评分和左旋多巴等效日剂量。在这两个队列中,DFC分析产生了三种不同的状态,连接模式和强度各不相同。在PPMI队列中,与对照组相比,PD患者对全球整合(GI)状态的状态出勤率较低,过渡次数较低。重要的是,更差的运动评分(统一帕金森病评定量表第III部分)和壳核和尾状核的多巴胺能损伤与GI状态下平均停留时间低和转变总数低相关.在KFO队列中未观察到这些结果:未观察到dFC测量值或dFC变量与多巴胺合成能力之间的关联的组差异。值得注意的是,在两个队列的PD组中,较差的运动表现与GI和较低连接(LC)状态之间的双向转换次数较少相关.因此,在早期的PD,运动性能的相对保留可能与相互联系的大脑状态的更动态参与有关。具体来说,这些大规模网络动力学似乎与纹状体多巴胺的可用性有关。值得注意的是,这些结果中的大多数只获得了一个队列,这表明dFC受到某些队列特征的影响,如教育水平,或疾病严重程度。由于我们无法用手头的数据来确定这些特征,我们怀疑另一个,在我们没有追踪的情况下,人口统计学特征驱动PD中的连通性动态。实践要点:在两个帕金森病(PD)队列中探索多巴胺在脑网络动力学中的作用,我们揭示了PD特定的动态功能连接变化。帕金森进展标记计划(PPMI)和KFO队列的结果表明,运动表现可能与相互关联的大脑状态的更动态参与和脱离有关。仅在PPMI队列中的结果表明,纹状体多巴胺的可用性会影响与运动控制相关的大规模网络动力学。
    Recent studies in Parkinson\'s disease (PD) patients reported disruptions in dynamic functional connectivity (dFC, i.e., a characterization of spontaneous fluctuations in functional connectivity over time). Here, we assessed whether the integrity of striatal dopamine terminals directly modulates dFC metrics in two separate PD cohorts, indexing dopamine-related changes in large-scale brain network dynamics and its implications in clinical features. We pooled data from two disease-control cohorts reflecting early PD. From the Parkinson\'s Progression Marker Initiative (PPMI) cohort, resting-state functional magnetic resonance imaging (rsfMRI) and dopamine transporter (DaT) single-photon emission computed tomography (SPECT) were available for 63 PD patients and 16 age- and sex-matched healthy controls. From the clinical research group 219 (KFO) cohort, rsfMRI imaging was available for 52 PD patients and 17 age- and sex-matched healthy controls. A subset of 41 PD patients and 13 healthy control subjects additionally underwent 18F-DOPA-positron emission tomography (PET) imaging. The striatal synthesis capacity of 18F-DOPA PET and dopamine terminal quantity of DaT SPECT images were extracted for the putamen and the caudate. After rsfMRI pre-processing, an independent component analysis was performed on both cohorts simultaneously. Based on the derived components, an individual sliding window approach (44 s window) and a subsequent k-means clustering were conducted separately for each cohort to derive dFC states (reemerging intra- and interindividual connectivity patterns). From these states, we derived temporal metrics, such as average dwell time per state, state attendance, and number of transitions and compared them between groups and cohorts. Further, we correlated these with the respective measures for local dopaminergic impairment and clinical severity. The cohorts did not differ regarding age and sex. Between cohorts, PD groups differed regarding disease duration, education, cognitive scores and L-dopa equivalent daily dose. In both cohorts, the dFC analysis resulted in three distinct states, varying in connectivity patterns and strength. In the PPMI cohort, PD patients showed a lower state attendance for the globally integrated (GI) state and a lower number of transitions than controls. Significantly, worse motor scores (Unified Parkinson\'s Disease Rating Scale Part III) and dopaminergic impairment in the putamen and the caudate were associated with low average dwell time in the GI state and a low total number of transitions. These results were not observed in the KFO cohort: No group differences in dFC measures or associations between dFC variables and dopamine synthesis capacity were observed. Notably, worse motor performance was associated with a low number of bidirectional transitions between the GI and the lesser connected (LC) state across the PD groups of both cohorts. Hence, in early PD, relative preservation of motor performance may be linked to a more dynamic engagement of an interconnected brain state. Specifically, those large-scale network dynamics seem to relate to striatal dopamine availability. Notably, most of these results were obtained only for one cohort, suggesting that dFC is impacted by certain cohort features like educational level, or disease severity. As we could not pinpoint these features with the data at hand, we suspect that other, in our case untracked, demographical features drive connectivity dynamics in PD. PRACTITIONER POINTS: Exploring dopamine\'s role in brain network dynamics in two Parkinson\'s disease (PD) cohorts, we unraveled PD-specific changes in dynamic functional connectivity. Results in the Parkinson\'s Progression Marker Initiative (PPMI) and the KFO cohort suggest motor performance may be linked to a more dynamic engagement and disengagement of an interconnected brain state. Results only in the PPMI cohort suggest striatal dopamine availability influences large-scale network dynamics that are relevant in motor control.
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