Orexins

食欲素
  • 文章类型: Journal Article
    背景:慢性自发性荨麻疹(CSU)患者的睡眠可能受到影响。睡眠调节的机制仍然知之甚少。Orexin-A,一种神经兴奋肽,在协调睡眠-觉醒状态中发挥作用。Ghrelin和瘦素通过食欲素系统参与睡眠调节。目的:食欲素A的作用,ghrelin,和瘦素对CSU患者睡眠质量的影响尚未被调查。我们旨在确定CSU对睡眠质量的影响以及血清食欲素A之间的关系,ghrelin,和瘦素水平,CSU患者的睡眠质量。方法:本研究纳入了33例CSU患者和34例性别和年龄匹配的对照。血清食欲素A,瘦素,和ghrelin水平,在CSU患者和对照组中测量匹兹堡睡眠质量指数(PSQI)和Epworth嗜睡量表(ESS)评分;还使用了连续7天使用的慢性荨麻疹生活质量问卷评分和荨麻疹活动评分。结果:中位数(最小-最大)食欲素A,瘦素,患者的ghrelin水平为385pg/mL(90-495pg/mL),3.1ng/mL(0-21.2ng/mL),和701.8pg/mL(101.9-827.7pg/mL),分别。与对照组相比,患者的血清食欲素A和瘦素水平中位数较高(分别为p<0.001和p=0.012),而中位血清ghrelin水平与对照组相似(p=0.616).血清食欲素-A水平与ghrelin呈正相关(r=0.298,p=0.014),PSQI睡眠质量(r=0.356,p=0.003),和ESS(r=0.357,p=0.003)。结论:血清食欲素A与CSU患者睡眠质量相关。需要进一步的研究来阐明ghrelin和leptin对CSU患者睡眠质量的作用。
    Background: Sleep can be affected in patients with chronic spontaneous urticaria (CSU). The mechanisms of sleep regulation remain poorly understood. Orexin-A, a neuroexcitatory peptide, plays a role in coordinating sleep-wake states. Ghrelin and leptin are involved in sleep regulation through the orexin system. Objective: The effects of orexin-A, ghrelin, and leptin on sleep quality in patients with CSU have not been investigated. We aimed to determine the effects of CSU on sleep quality and the association between serum orexin-A, ghrelin, and leptin levels, and sleep quality in patients with CSU. Methods: Thirty-three patients with CSU and 34 sex- and age-matched controls were included in the study. Serum orexin-A, leptin, and ghrelin levels, and the Pittsburgh Sleep Quality Index (PSQI) and the Epworth Sleepiness Scale (ESS) scores were measured in patients with CSU and in the controls; also used were the chronic urticaria quality-of-life questionnaire score and the urticaria activity score used for 7 consecutive days. Results: Median (minimum-maximum) orexin-A, leptin, and ghrelin levels in patients were 385 pg/mL (90-495 pg/mL), 3.1 ng/mL (0-21.2 ng/mL), and 701.8 pg/mL (101.9-827.7 pg/mL), respectively. Median serum orexin-A and leptin levels were higher in the patients compared with the controls (p < 0.001 and p = 0.012, respectively), whereas the median serum ghrelin levels were similar to the controls (p = 0.616). The serum orexin-A level was positively correlated with ghrelin (r = 0.298, p = 0.014), PSQI sleep quality (r = 0.356, p = 0.003), and ESS (r = 0.357, p = 0.003). Conclusion: Serum orexin-A is associated with sleep quality in patients with CSU. Further studies are needed to elucidate the role of ghrelin and leptin on sleep quality in patients with CSU.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    Orexinine能神经元与调节唤醒密切相关,觉醒,和食欲。他们的功能障碍与睡眠障碍有关,和非肽药物目前正在开发用于治疗失眠和发作性睡病。然而,没有光调节剂可以可逆地控制它们的活性。为了满足这种需要,设计了内源性神经兴奋性肽食欲素B的光开关肽类似物,合成,并在体外和体内进行了测试。该化合物-光食欲素-是针对食欲素受体报道的第一个光可逆配体。它可以在体外动态控制活性(包括与食欲素-B几乎相同的功效,高纳摩尔效力,和对人OX2受体的亚型选择性),并通过直接在水中施用在斑马鱼幼虫体内。光食欲素诱导运动的剂量和光依赖性变化,并减少与睡眠行为相关的连续感应反射。分子动力学计算表明,反式和顺式光食欲素采用相似的弯曲构象,并且它们的结构和活性之间的唯一区别是N末端的定位。这个,在更具活性的反式异构体的情况下,指向OX2N末端和细胞外环2,这是已知与配体结合和识别有关的受体区域,与“信息地址”系统一致。因此,我们的方法可以扩展到几个重要的内源性肽家族,如内皮素,痛觉肽,和强啡肽,通过类似的机制与它们的同源受体结合:参与受体激活和信号转导的“信息”域,以及受体占据和提高结合亲和力的“地址”序列。
    Orexinergic neurons are critically involved in regulating arousal, wakefulness, and appetite. Their dysfunction has been associated with sleeping disorders, and non-peptide drugs are currently being developed to treat insomnia and narcolepsy. Yet, no light-regulated agents are available to reversibly control their activity. To meet this need, a photoswitchable peptide analogue of the endogenous neuroexcitatory peptide orexin-B was designed, synthesized, and tested in vitro and in vivo. This compound - photorexin - is the first photo-reversible ligand reported for orexin receptors. It allows dynamic control of activity in vitro (including almost the same efficacy as orexin-B, high nanomolar potency, and subtype selectivity to human OX2 receptors) and in vivo in zebrafish larvae by direct application in water. Photorexin induces dose- and light-dependent changes in locomotion and a reduction in the successive induction reflex that is associated with sleep behavior. Molecular dynamics calculations indicate that trans and cis photorexin adopt similar bent conformations and that the only discriminant between their structures and activities is the positioning of the N-terminus. This, in the case of the more active trans isomer, points towards the OX2 N-terminus and extra-cellular loop 2, a region of the receptor known to be involved in ligand binding and recognition consistent with a \"message-address\" system. Thus, our approach could be extended to several important families of endogenous peptides, such as endothelins, nociceptin, and dynorphins among others, that bind to their cognate receptors through a similar mechanism: a \"message\" domain involved in receptor activation and signal transduction, and an \"address\" sequence for receptor occupation and improved binding affinity.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    应激引起由下丘脑-垂体-肾上腺(HPA)轴和下丘脑外侧(LH)介导的生理和神经内分泌反应。然而,长时间的压力会失调神经肽系统,如食欲素。这项研究调查了暂时和长期应激对大鼠LH中HPA活性和食欲素处理的影响。
    雄性Wistar大鼠暴露于各种应激重复。压力范式定义为短期(急性;1天和轻度;3天)和长期(亚慢性;10天和慢性;21天)-6小时每日约束压力。血浆皮质酮(CORT)可作为HPA功能的指标。使用半定量RT-PCR在LH组织中测量了前食欲素及其加工酶前激素转化酶(PC)1和2的表达。
    轻度后,CORT的血浆水平升高,亚慢性,慢性,但不是急性压力与无压力控制。在所有压力暴露后,前食欲素的表达均升高。然而,仅在长时间应激后,PC1才增加,PC2才减少。PC1/PC2比率也选择性地增加亚慢性和慢性压力,暗示食欲素成熟受损。
    一起,这些数据表明,HPA轴和下丘脑外侧食欲素系统响应基于应激重复的应激。食欲素加工酶mRNA的变化,仅在慢性压力之后,暗示对肽成熟的潜在影响,需要在蛋白质水平上确认食欲素的产生。
    UNASSIGNED: Stress elicits physiological and neuroendocrine responses mediated by the hypothalamic-pituitary-adrenal (HPA) axis and lateral hypothalamus (LH). However, prolonged stress can dysregulate neuropeptide systems like orexin. This study investigated the effects of temporary and prolonged stress on HPA activity and orexin processing in the rat LH.
    UNASSIGNED: Male Wistar rats were exposed to various stress repetitions. The stress paradigm is defined as short (acute; 1 day and mild; 3 days) and long (sub-chronic; 10 days and chronic; 21 days)-term 6 hr daily restraint stress. Plasma corticosterone (CORT) served as an index of HPA function. Expression of prepro-orexin and its processing enzymes prohormone convertases (PC) 1 and 2 was measured in LH tissues using semiquantitative RT-PCR.
    UNASSIGNED: The plasma level of CORT was elevated following mild, sub-chronic, and chronic, but not acute stress versus unstressed controls. The expression of prepro-orexin was heightened following all stress exposures. However, PC1 increased and PC2 decreased only after prolonged stress. The PC1/PC2 ratio was also selectively augmented with sub-chronic and chronic stress, implying impaired orexin maturation.
    UNASSIGNED: Together, these data demonstrate that the HPA axis and lateral hypothalamic orexin system respond to stress based on stress repetition. Changes in orexin processing enzyme mRNA, exclusively after chronic stress, imply potential effects on peptide maturation, requiring confirmation of the orexin production at the protein level.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    食欲素系统由肽递质食欲素-A和-B组成,G蛋白偶联的食欲素受体OX1和OX2Orexin受体能够与所有四个异源三聚体G蛋白家族偶联,食欲素受体信号也有其他复杂的特征。该系统是在25年前发现的,并立即被确定为睡眠和觉醒的中枢调节因子;发作性睡病伴猝倒的症状就是例证,其中食欲素能神经元退化。随后将这些发现转化为药物发现和开发,迄今已产生了三种临床上使用的食欲素受体拮抗剂来治疗失眠。除了睡眠和清醒,至少在成瘾和奖励方面,食欲素系统似乎是一个中心角色,并在抑郁症中起作用,焦虑和疼痛门控。其他拮抗剂和激动剂正在开发中治疗,例如,失眠,发作性睡病伴或不伴猝倒和其他白天过度嗜睡的疾病,抑郁症伴失眠,焦虑,精神分裂症,以及饮食和物质使用障碍。因此,食欲素系统已被证明是许多神经功能的重要调节剂和有价值的药物靶标。食欲素前体肽和食欲素受体也在中枢神经系统外表达,但是它们在那里的潜在生理作用仍然未知。25年前发现了食欲素系统,并立即成为必不可少的睡眠-觉醒调节剂。这一发现极大地增加了对这些过程的理解,并且迄今为止已经导致了三种食欲素受体拮抗剂的市场批准。比以前的催眠药促进更多的生理睡眠。Further,具有不同药效学特性的食欲素受体激动剂和拮抗剂正在开发中,因为研究已经揭示了其他潜在的治疗适应症。食欲素受体信号传导是复杂的,可能代表新的特征。
    The orexin system consists of the peptide transmitters orexin-A and -B and the G protein-coupled orexin receptors OX1 and OX2 Orexin receptors are capable of coupling to all four families of heterotrimeric G proteins, and there are also other complex features of the orexin receptor signaling. The system was discovered 25 years ago and was immediately identified as a central regulator of sleep and wakefulness; this is exemplified by the symptomatology of the disorder narcolepsy with cataplexy, in which orexinergic neurons degenerate. Subsequent translation of these findings into drug discovery and development has resulted to date in three clinically used orexin receptor antagonists to treat insomnia. In addition to sleep and wakefulness, the orexin system appears to be a central player at least in addiction and reward, and has a role in depression, anxiety and pain gating. Additional antagonists and agonists are in development to treat, for instance, insomnia, narcolepsy with or without cataplexy and other disorders with excessive daytime sleepiness, depression with insomnia, anxiety, schizophrenia, as well as eating and substance use disorders. The orexin system has thus proved an important regulator of numerous neural functions and a valuable drug target. Orexin prepro-peptide and orexin receptors are also expressed outside the central nervous system, but their potential physiological role there remains unknown. Significance Statement The orexin system was discovered 25 years ago and immediately emerged as an essential sleep-wakefulness regulator. This discovery has tremendously increased the understanding of these processes and has thus far resulted in the market approval of three orexin receptor antagonists, which promote more physiological sleep than previous hypnotics. Further, orexin receptor agonists and antagonists with different pharmacodynamic properties are in development since research has revealed additional potential therapeutic indications. Orexin receptor signaling is complex and may represent novel features.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    Orexin-A是下丘脑外侧的神经肽产物,作用于两种受体,OX1R和OX2R。食欲能系统参与喂养,睡眠,和压力调节。最近,已发现食欲素A水平与肾功能呈负相关。这里,我们分析了食欲素-A的水平,以及在降血糖素神经肽前体(HCRT)及其受体的SNPs的发生率,HCRTR1和HCRTR2,在64例常染色体显性遗传多囊肾病(ADPKD)患者中,携带PKD1或PKD2基因截短突变。24名健康志愿者组成对照组。通过ELISA评估血清食欲素-A,而SNP通过Sanger测序进行了研究。评估了与PKD患者主要临床特征的相关性。PKD患者肾功能受损(平均eGFR为67.8±34.53),收缩压高于对照组(p<0.001)。此外,PKD患者的食欲素A水平在统计学上高于健康对照组(477.07±69.42pg/mLvs.321.49±78.01pg/mL;p<0.001)。此外,食欲素-A与血压呈负相关(p=0.0085),同时发现与PKD患者的eGFR有直接相关性。分析的SNP均未显示与PKD中的食欲素-A水平有任何关联。总之,我们的数据强调了食欲素-A在肾脏生理学中的新作用及其与PKD的潜在相关性.进一步的研究对于阐明肾功能中食欲素A信号传导的复杂机制及其对PKD和相关心血管并发症的治疗意义至关重要。
    Orexin-A is a neuropeptide product of the lateral hypothalamus that acts on two receptors, OX1R and OX2R. The orexinergic system is involved in feeding, sleep, and pressure regulation. Recently, orexin-A levels have been found to be negatively correlated with renal function. Here, we analyzed orexin-A levels as well as the incidence of SNPs in the hypocretin neuropeptide precursor (HCRT) and its receptors, HCRTR1 and HCRTR2, in 64 patients affected by autosomal dominant polycystic kidney disease (ADPKD) bearing truncating mutations in the PKD1 or PKD2 genes. Twenty-four healthy volunteers constituted the control group. Serum orexin-A was assessed by ELISA, while the SNPs were investigated through Sanger sequencing. Correlations with the main clinical features of PKD patients were assessed. PKD patients showed impaired renal function (mean eGFR 67.8 ± 34.53) and a statistically higher systolic blood pressure compared with the control group (p < 0.001). Additionally, orexin-A levels in PKD patients were statistically higher than those in healthy controls (477.07 ± 69.42 pg/mL vs. 321.49 ± 78.01 pg/mL; p < 0.001). Furthermore, orexin-A inversely correlated with blood pressure (p = 0.0085), while a direct correlation with eGFR in PKD patients was found. None of the analyzed SNPs showed any association with orexin-A levels in PKD. In conclusion, our data highlights the emerging role of orexin-A in renal physiology and its potential relevance to PKD. Further research is essential to elucidate the intricate mechanisms underlying orexin-A signaling in renal function and its therapeutic implications for PKD and associated cardiovascular complications.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    脑脊液(CSF)中的Orexin是由下丘脑外侧神经元簇合成的神经肽。它的主要功能是保持唤醒,调节喂养,并参与奖励机制。放射免疫法(RIA)和酶联免疫吸附法(ELISA)可以检测CSF食欲素。目前,RIA被广泛使用,但受到各种条件的限制,不利于其广泛发展。我们旨在确定ELISA是否可以替代RIA检测CSF中的食欲素。我们调查了20例中枢嗜睡症患者的结果,包括11例发作性睡病1型,2例发作性睡病2型,5例特发性睡眠过度,和2与其他原因的嗜睡。采用RIA和ELISA检测脑脊液食欲素,P值<0.05被认为是显著的。在发作性睡病和非发作性睡病1型组中,RIA与ELISA结果无相关性(P>.05)。在发作性睡病1型组中,ELISA和RIA结果差异有统计学意义(P<0.05)。但在非发作性睡病1型组中未观察到这种情况(P>.05)。ELISA检测CSF食欲素的准确性低于RIA(P<0.05)。在CSF食欲素的测量中,ELISA不能代替RIA,当怀疑发作性睡病时,建议首选RIA。
    Orexin in cerebrospinal fluid (CSF) is a neuropeptide synthesized by a cluster of neurons in the lateral hypothalamus. It mainly functions to maintain arousal, regulate feeding, and participate in reward mechanisms. Radioimmunoassay (RIA) and enzyme-linked immunosorbent assay (ELISA) can detect CSF orexin. At present, RIA is widely used but is limited by various conditions, which is not conducive to its widespread development. We aimed to determine whether ELISA can replace RIA in detecting orexin in CSF. We investigated the results of 20 patients with central disorders of hypersomnolence, including 11 with narcolepsy type 1, 2 with narcolepsy type 2, 5 with idiopathic hypersomnia, and 2 with other causes of somnolence. RIA and ELISA were used to detect CSF orexin, and P values <.05 were considered to be significant. In the narcolepsy and non-narcolepsy type 1 groups, there was no correlation between the RIA and ELISA results (P > .05). In the narcolepsy type 1 group, the ELISA and RIA results were significantly different (P < .05), but this was not observed in the non-narcolepsy type 1 group (P > .05). The accuracy of ELISA to detect CSF orexin was lower than that of RIA (P < .05). ELISA cannot replace RIA in the measurement of CSF orexin, and RIA is recommended as the first choice when narcolepsy is suspected.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    发作性睡病研究的历史始于19世纪末Jean-Baptiste-ÉdouardGélineau的开创性工作。在1880年代,Gélineau引入了“发作性睡病”一词来描述一种以突然和无法控制的睡眠发作为特征的疾病。他的临床描述为我们理解这种复杂的疾病奠定了基础。在过去的半个世纪里,发作性睡病治疗的药理学景观已经显著发展,从仅仅管理症状转变为越来越多地针对其潜在的病理生理学。到1930年代,采用了麻黄碱和苯丙胺等治疗方法来缓解白天过度嗜睡,标志着发作性睡病管理的重大进步。这些兴奋剂提供了临时救济,帮助患者在白天保持清醒。随着研究的进展,焦点转移到理解疾病的潜在机制上。1990年代后期发现的食欲素(也称为hypocretin)彻底改变了该领域。这一突破强调了食欲素在调节睡眠-觉醒周期中的重要性,并为药物干预提供了新的靶点。展望未来,发作性睡病药物治疗的未来有望进一步创新。正在进行的食欲素受体激动剂的探索和神经保护性治疗靶标的潜在开发强调了一个有希望的前景。对发作性睡病的遗传和免疫学基础的新兴研究为个性化医疗方法和识别更精确的治疗策略的生物标志物开辟了新的途径。此外,通过改进给药系统对现有治疗方法的改进以及对联合疗法的研究为发作性睡病患者提供了提高疗效和改善生活质量的机会.
    The history of narcolepsy research began with the pioneering work of Jean-Baptiste-Édouard Gélineau in the late 19th century. In the 1880s, Gélineau introduced the term \"narcolepsy\" to describe a condition characterized by sudden and uncontrollable episodes of sleep. His clinical descriptions laid the foundation for our understanding of this complex disorder. Over the last half-century, the pharmacological landscape for narcolepsy treatment has evolved remarkably, shifting from merely managing symptoms to increasingly targeting its underlying pathophysiology. By the 1930s, treatments such as ephedrine and amphetamine were introduced to alleviate excessive daytime sleepiness, marking significant advancements in narcolepsy management. These stimulants provided temporary relief, helping patients maintain wakefulness during the day. As research progressed, the focus shifted towards understanding the disorder\'s underlying mechanisms. The discovery of orexin (also known as hypocretin) in the late 1990s revolutionized the field. This breakthrough underscored the importance of orexin in regulating sleep-wake cycles and provided new targets for pharmacological intervention. Looking ahead, the future of narcolepsy pharmacotherapy is poised for further innovation. The ongoing exploration of orexin receptor agonists and the potential development of neuroprotective therapeutic targets underscore a promising horizon. Emerging research into the genetic and immunological underpinnings of narcolepsy opens new avenues for personalized medicine approaches and the identification of biomarkers for more precise treatment strategies. Additionally, the refinement of existing treatments through improved delivery systems and the investigation of combination therapies offer opportunities for enhanced efficacy and improved quality of life for patients with narcolepsy.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    骨关节炎(OA)是导致全球残疾的重要原因之一。软骨细胞功能障碍是一个重要的危险因素。OA的治疗仍然是一个挑战。Orexin-A是一种下丘脑肽,其对OA的影响尚不清楚。在这项研究中,我们发现暴露于白细胞介素-1β(IL-1β)降低了食欲素-2R的表达,TC-28a2软骨细胞食欲素A受体。重要的是,衰老相关的β-半乳糖苷酶(SA-β-gal)染色实验表明,食欲素A治疗可改善IL-1β诱导的细胞衰老。重要的是,IL-1β的存在显著降低了TC-28a2软骨细胞的端粒酶活性,由orexin-A救出。我们还发现食欲素A可防止IL-1β诱导的乙酰p53水平和p21表达的增加。显示食欲素A减轻IL-1β诱导的沉默调节蛋白3(SIRT3)的减少。SIRT3的沉默消除了食欲素A对IL-1β诱导的细胞衰老的保护作用。这些结果表明食欲素A可能是一种有前途的OA治疗剂。
    Osteoarthritis (OA) is one of the most important causes of global disability, and dysfunction of chondrocytes is an important risk factor. The treatment of OA is still a challenge. Orexin-A is a hypothalamic peptide, and its effects in OA are unknown. In this study, we found that exposure to interleukin-1β (IL-1β) reduced the expression of orexin-2R, the receptor of orexin-A in TC-28a2 chondrocytes. Importantly, the senescence-associated β-galactosidase (SA-β-gal) staining assay demonstrated that orexin-A treatment ameliorates IL-1β-induced cellular senescence. Importantly, the presence of IL-1β significantly reduced the telomerase activity of TC-28a2 chondrocytes, which was rescued by orexin-A. We also found that orexin-A prevented IL-1β-induced increase in the levels of Acetyl-p53 and the expression of p21. It is shown that orexin-A mitigates IL-1β-induced reduction of sirtuin 3 (SIRT3). Silencing of SIRT3 abolished the protective effects of orexin-A against IL-1β-induced cellular senescence. These results imply that orexin-A might serve as a promising therapeutic agent for OA.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:缺乏临床验证的生物标志物或客观方案阻碍了有效的重度抑郁症(MDD)诊断。与健康对照(HC)相比,MDD显示血浆蛋白水平和神经影像学表现异常。尽管在精神病学诊断中进行了广泛的机器学习研究,仍然缺乏集成多模态数据的可靠工具。
    方法:在本研究中,分析了来自100MDD和100HC的血液样本,以及来自46个MDD和49个HC的MRI图像。这里,我们设计了一个新的算法,集成图神经网络和注意力模块,用于基于炎性细胞因子的MDD诊断,神经营养因子,和血样中的食欲素A水平.通过3倍交叉验证的准确性和F1值评估模型性能,与9种传统算法进行比较。然后,我们将我们的算法应用于包含上述蛋白质定量和神经图像的数据集,评估将神经图像集成到模型中是否会提高性能。
    结果:与HC相比,MDD显示MRI显示的血浆蛋白水平和灰质体积显着变化。我们的新算法表现出优越的性能,达到0.9436和94.08%的F1值和精度,分别。神经影像数据的整合增强了我们新算法的性能,导致改进的F1值和精度,达到0.9543和95.06%。
    结论:这项样本量较小的单中心研究需要在更大的测试集上进行未来评估,以提高可靠性。
    结论:与传统机器学习模型相比,我们新开发的MDD诊断模型表现出优异的性能,并在MDD的常规临床诊断中显示出有希望的纳入潜力.
    BACKGROUND: The absence of clinically-validated biomarkers or objective protocols hinders effective major depressive disorder (MDD) diagnosis. Compared to healthy control (HC), MDD exhibits anomalies in plasma protein levels and neuroimaging presentations. Despite extensive machine learning studies in psychiatric diagnosis, a reliable tool integrating multi-modality data is still lacking.
    METHODS: In this study, blood samples from 100 MDD and 100 HC were analyzed, along with MRI images from 46 MDD and 49 HC. Here, we devised a novel algorithm, integrating graph neural networks and attention modules, for MDD diagnosis based on inflammatory cytokines, neurotrophic factors, and Orexin A levels in the blood samples. Model performance was assessed via accuracy and F1 value in 3-fold cross-validation, comparing with 9 traditional algorithms. We then applied our algorithm to a dataset containing both the aforementioned protein quantifications and neuroimages, evaluating if integrating neuroimages into the model improves performance.
    RESULTS: Compared to HC, MDD showed significant alterations in plasma protein levels and gray matter volume revealed by MRI. Our new algorithm exhibited superior performance, achieving an F1 value and accuracy of 0.9436 and 94.08 %, respectively. Integration of neuroimaging data enhanced our novel algorithm\'s performance, resulting in an improved F1 value and accuracy, reaching 0.9543 and 95.06 %.
    CONCLUSIONS: This single-center study with a small sample size requires future evaluations on a larger test set for improved reliability.
    CONCLUSIONS: In comparison to traditional machine learning models, our newly developed MDD diagnostic model exhibited superior performance and showed promising potential for inclusion in routine clinical diagnosis for MDD.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:失眠是每周至少三个晚上或更长时间难以开始或维持睡眠,并持续至少3个月。在唤醒系统的昼夜节律中起作用的分子之一是hypocretin/orexin。Orexin激活p38-MAPK信号通路并增加磷酸化ERK1/2水平。积雪草(CA)在MAPK/ERK的信号工作中起作用,Akt,和p38路径在许多不同的疾病。方法:采用真实实验室实验的研究方法。采用的研究方法为随机对照后测。在本研究中使用年龄为0-7dpf的斑马鱼胚胎。治疗组由5组组成:正常,失眠,失眠+2.5μg/mLCA,失眠+5μg/mLCA,失眠+10μg/mLCA。在第五天使用Basler相机观察斑马鱼幼虫的运动-受精后六天和七天(dpf),然后用西方印迹法进行分析。结果:结果证明,在睡眠-觉醒周期中,暴露于CA提取物能够降低食欲素(91963±9129)和p38(117425±6398)的表达,最佳浓度为CA5μg/mL。在CA2.5μg/mL的最佳浓度下,暴露于CA提取物还能够降低ERK(94795±30830)和Akt(60113.5±27833.5)的表达。结论:CA提取物通过抑制食欲素延长明暗阶段的总不活动时间(累计持续时间)和缩短首次睡眠时间(潜伏期至第一),能够改善斑马鱼幼虫失眠模型的睡眠活动,ERK,P38和Akt。
    Background: Insomnia is difficulty initiating or maintaining sleep for at least three nights a week or more and lasting for at least 3 months. One of the molecules that play a role in the circadian rhythm of arousal system is hypocretin/orexin. Orexin activates the p38-MAPK signaling pathway and increases phosphorylated ERK1/2 levels. Centella asiatica (CA) has a role in the signal work of the MAPK/ERK, Akt, and p38 path in many various diseases. Methods: The research method used is true laboratory experimental. The research approach used was randomized control group post-test only. Zebrafish embryos aged 0-7 dpf were used in this study. The treatment group consisted of 5 groups: normal, insomnia, insomnia + 2.5 μg/mL CA, insomnia + 5 μg/mL CA, and insomnia + 10 μg/mL CA. The locomotor motion of zebrafish larvae was observed using Basler cameras on days five-, six- and seven-day post fertilization (dpf), then analyzed by using Western Blot method. Results: The results proved that exposure to CA extract was able to reduce the expression of orexin (91963 ± 9129) and p38 (117425 ± 6398) as an arousal trigger in the sleep-wake cycle, with the most optimal concentration of CA 5 μg/mL. Exposure to CA extract was also able to reduce the expression of ERK (94795 ± 30830) and Akt (60113.5 ± 27833.5) with an optimum concentration of CA 2.5 μg/mL. Conclusion: Exposure to CA extract was able to improve the sleep activity of zebrafish larvae insomnia model by extending the total inactivity time ( cumulative duration) and shortening the duration of first sleep ( latency to first) in light and dark phases through inhibition of orexin, ERK, p38, and Akt.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号