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Approximating the semantic space: word embedding techniques in psychiatric speech analysis. 逼近语义空间:词嵌入技术在精神病学语音分析中的应用。
IF 3 Q2 PSYCHIATRY Pub Date : 2024-12-02 DOI: 10.1038/s41537-024-00524-7
Claudio Palominos, Rui He, Karla Fröhlich, Rieke Roxanne Mülfarth, Svenja Seuffert, Iris E Sommer, Philipp Homan, Tilo Kircher, Frederike Stein, Wolfram Hinzen

Large language models provide high-dimensional representations (embeddings) of word meaning, which allow quantifying changes in the geometry of the semantic space in mental disorders. A pattern of a more condensed ('shrinking') semantic space marked by an increase in mean semantic similarity between words has been recently documented in psychosis across several languages. We aimed to explore this pattern further in picture descriptions provided by a transdiagnostic German sample of patients with schizophrenia spectrum disorders (SSD) (n = 42), major depression (MDD, n = 43), and healthy controls (n = 44). Compared to controls, both clinical groups showed more restricted dynamic navigational patterns as captured by the time series of semantic distances crossed, while also showing differential patterns in the total distances and trajectories navigated. These findings demonstrate alterations centred on the dynamics of the flow of meaning across the semantic space in SSD and MDD, preserving previous indications towards a shrinking semantic space in both cases.

大型语言模型提供了词义的高维表示(嵌入),从而可以量化精神障碍中语义空间几何形状的变化。一种以单词之间的平均语义相似度增加为标志的更浓缩(“缩小”)的语义空间模式最近在几种语言的精神病中得到了记录。我们的目的是通过对德国精神分裂症谱系障碍(SSD) (n = 42)、重度抑郁症(MDD) (n = 43)和健康对照(n = 44)患者的跨诊断样本提供的图片描述进一步探索这一模式。与对照组相比,两个临床组都表现出更有限的动态导航模式,这是通过跨越语义距离的时间序列捕获的,同时在总距离和导航轨迹上也表现出不同的模式。这些发现表明,在SSD和MDD的语义空间中,以语义流动的动态为中心的变化,保留了两种情况下语义空间缩小的先前迹象。
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引用次数: 0
Unraveling the heart-brain axis: shared genetic mechanisms in cardiovascular diseases and Schizophrenia. 解开心脑轴:心血管疾病和精神分裂症的共同遗传机制。
IF 3 Q2 PSYCHIATRY Pub Date : 2024-11-29 DOI: 10.1038/s41537-024-00533-6
Jing Shen, Chuang Jiang

The comorbidity between cardiovascular diseases (CVD) and schizophrenia (SCZ) has attracted widespread attention from researchers, with shared genetic causes potentially providing important insights into their association. This study conducted a comprehensive analysis of genetic data from 17 types of CVD and SCZ using genome-wide multi-trait association studies (GWAS), employing statistical methods such as LDSC, MTAG, LAVA, and bidirectional Mendelian randomization to explore global and local genetic correlations and identify pleiotropic single nucleotide variants (SNVs). The analysis revealed a significant genetic correlation between CVD and SCZ, identifying 842 potential pleiotropic single nucleotide variants (SNVs) and multiple associated biological pathways. Notably, genes such as TRIM27, CENPM, and MYH7B played critical roles in the shared genetic variations of both types of diseases. This study reveals the complex genetic relationship between CVD and SCZ, highlighting potential shared biological mechanisms involving immune responses, metabolic factors, and neurodevelopmental processes, thereby providing new directions for future interventions and treatments.

心血管疾病(CVD)和精神分裂症(SCZ)之间的共病引起了研究人员的广泛关注,共同的遗传原因可能为它们之间的关联提供重要的见解。本研究利用全基因组多性状关联研究(GWAS),利用LDSC、MTAG、LAVA和双向孟德尔随机化等统计方法,对17种CVD和SCZ的遗传数据进行了综合分析,探讨了全局和局部遗传相关性,并鉴定了多效单核苷酸变异(snv)。分析显示CVD与SCZ之间存在显著的遗传相关性,鉴定出842个潜在的多效单核苷酸变异(snv)和多种相关的生物学途径。值得注意的是,TRIM27、CENPM和MYH7B等基因在这两种疾病的共同遗传变异中发挥了关键作用。本研究揭示了CVD和SCZ之间复杂的遗传关系,强调了涉及免疫反应、代谢因素和神经发育过程的潜在共同生物学机制,从而为未来的干预和治疗提供了新的方向。
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引用次数: 0
FMR1 genetically interacts with DISC1 to regulate glutamatergic synaptogenesis. FMR1 与 DISC1 基因相互作用,调控谷氨酸能突触发生。
IF 3 Q2 PSYCHIATRY Pub Date : 2024-11-27 DOI: 10.1038/s41537-024-00532-7
Takato Honda, Kazuki Kurita, Yuko Arai, Himani Pandey, Akira Sawa, Katsuo Furukubo-Tokunaga

Synaptic development and functions have been hypothesized as crucial mechanisms of diverse neuropsychiatric disorders. Studies in past years suggest that mutations in the fragile X mental retardation 1 (FMR1) are associated with diverse mental disorders including intellectual disability, autistic spectrum disorder, and schizophrenia. In this study, we have examined genetical interactions between a select set of risk factor genes using fruit flies to find that dfmr1, the Drosophila homolog of the human FMR1 gene, exhibits functional interactions with DISC1 in synaptic development. We show that DISC1 overexpression in the dfmr1null heterozygous background causes synaptic alterations at the larval neuromuscular junctions that are distinct from those in the wild-type background. Loss of dfmr1 modifies the DISC1 overexpression phenotype in synaptic formation, suppressing the formation of synapse boutons. Interaction between the two genes was further supported molecularly by the results that dfmr1 mutations suppress the DISC1-mediated upregulations of the postsynaptic expression of a glutamate receptor and the expression of ELKS/CAST protein, Bruchpilot, in presynaptic motoneurons. Moreover, DISC1 overexpression in the dfmr1null heterozygous background causes downregulation of a MAP1 family protein, Futsch. These results thus suggest an intriguing converging mechanism controlled by FMR1 and DISC1 in the developing glutamatergic synapses.

突触的发育和功能被认为是多种神经精神疾病的关键机制。过去几年的研究表明,脆性 X 精神发育迟滞 1(FMR1)基因突变与智力障碍、自闭症谱系障碍和精神分裂症等多种精神疾病有关。在这项研究中,我们利用果蝇研究了一组风险因子基因之间的遗传相互作用,发现人类 FMR1 基因的果蝇同源基因 dfmr1 在突触发育过程中与 DISC1 存在功能性相互作用。我们发现,DISC1在dfmr1缺失杂合背景下的过表达会导致幼虫神经肌肉接头处的突触改变,这种改变与野生型背景下的突触改变不同。dfmr1 缺失改变了 DISC1 在突触形成中的过表达表型,抑制了突触束的形成。dfmr1突变抑制了DISC1介导的突触后谷氨酸受体表达和突触前运动神经元中ELKS/CAST蛋白Bruchpilot的表达,进一步从分子上支持了这两个基因之间的相互作用。此外,DISC1 在 dfmr1null 杂合背景下的过表达会导致 MAP1 家族蛋白 Futsch 的下调。因此,这些结果表明,在发育中的谷氨酸能突触中,FMR1 和 DISC1 控制着一种有趣的交汇机制。
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引用次数: 0
Individuals with psychosis receive less electric field strength during transcranial direct current stimulation compared to healthy controls. 与健康对照组相比,精神病患者在经颅直流电刺激过程中接收到的电场强度较低。
IF 3 Q2 PSYCHIATRY Pub Date : 2024-11-20 DOI: 10.1038/s41537-024-00529-2
Rebecca Kazinka, Da Som Choi, Alexander Opitz, Kelvin O Lim

Recent research has examined the effectiveness of transcranial direct current stimulation (tDCS) as an adjunctive treatment for antipsychotics, finding mixed results on cognitive, positive, and negative symptoms. We tested if individuals with psychosis have reduced electric field strength compared to healthy controls and assessed the potential causal factors. We hypothesized that either cortical thinning due to the disorder or increased scalp thickness due to secondary effects of the disorder were causal factors. Using the Psychosis Human Connectome Project dataset, we simulated electric field models for 136 individuals with psychosis, 73 first-degree relatives, and 43 healthy controls. We compared group differences of electric field strength at bilateral dorsolateral prefrontal cortex (dlPFC), targeted with two montages (Fp1-Fp2 & F3-Fp2) commonly used to treat cognitive impairment. We additionally compared groups on scalp, skull, and cerebrospinal fluid thickness at bilateral dlPFC and the three electrode locations. Mediation analyses assessed if tissue thickness and BMI were causal factors for group differences while controlling for age and sex. Individuals with psychosis had lower electric field strength for bilateral dlPFC for both montages. Scalp thickness was also greater for individuals with psychosis, but cerebrospinal fluid thickness was not significantly different. BMI was a significant mediator for the group difference seen in both scalp thickness and electric field strength. Future treatment studies using tDCS in the psychosis population should include electric field modeling to assess its effectiveness given the increased risk of obesity. Individualized montages based on head models may also improve effectiveness.

最近的研究考察了经颅直流电刺激(tDCS)作为抗精神病药物辅助治疗的效果,发现其对认知、积极和消极症状的效果不一。我们测试了与健康对照组相比,精神病患者的电场强度是否会降低,并评估了潜在的致病因素。我们假设,精神错乱导致的皮质变薄或精神错乱的继发性影响导致的头皮厚度增加是致病因素。利用 "精神病人类连接组计划 "数据集,我们模拟了 136 名精神病患者、73 名一级亲属和 43 名健康对照者的电场模型。我们比较了双侧背外侧前额叶皮层(dlPFC)的电场强度的组间差异,针对的是两种常用于治疗认知障碍的蒙太奇(Fp1-Fp2 和 F3-Fp2)。此外,我们还比较了各组在双侧前额叶皮层(dlPFC)和三个电极位置的头皮、头骨和脑脊液厚度。中介分析评估了组织厚度和体重指数是否是造成组间差异的因果因素,同时控制了年龄和性别。在两个单体中,精神病患者双侧 dlPFC 的电场强度都较低。精神病患者的头皮厚度也更大,但脑脊液厚度没有显著差异。体重指数对头皮厚度和电场强度的组间差异有明显的中介作用。鉴于肥胖风险的增加,未来针对精神病患者使用 tDCS 的治疗研究应包括电场建模,以评估其有效性。基于头部模型的个性化蒙太奇也可提高疗效。
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引用次数: 0
Onset age moderates the associations between neutrophil-to-lymphocyte ratio and clinical symptoms in first-episode patients with schizophrenia. 发病年龄可调节精神分裂症首发患者中性粒细胞与淋巴细胞比率和临床症状之间的关系。
IF 3 Q2 PSYCHIATRY Pub Date : 2024-11-19 DOI: 10.1038/s41537-024-00522-9
Kuiyuan Wang, Shaohua Liu, Dan Huang, Xiaoni Guan, Nan Chen, Meihong Xiu, Dianying Liu, Yuanyuan Huang

Patients with schizophrenia with early onset age have been shown to exhibit more severe negative symptoms. Genetic, biomarker, postmortem brain, and imaging studies indicate the involvement of immune abnormalities in the pathophysiology of schizophrenia. In this study, we examined the moderating role of early onset on the associations between clinical symptoms and neutrophil-to-lymphocyte ratio (NLR) in medication-naïve first-episode schizophrenia (MNFES). A total of 97 MNFES patients were recruited. Neutrophil (NEU), LYM, and NLR values were compared between early-onset (EO) and non-early-onset (non-EO) patients with schizophrenia to explore the potential influence of EO on the correlations between NLR and symptoms. The results showed no differences in NEU and NLR values between the EO and non-EO groups. In the EO group, NEU and NLR values significantly correlated with general psychopathology and total score (all p < 0.05), whereas lymphocyte counts were not correlated with symptoms of schizophrenia. NEU and NLR were not associated with symptoms in the non-EO group. Linear regression analysis in the EO group revealed that NEU or NLR values were a predictive biomarker for the clinical symptoms. Our study indicates that EO patients had greater severe negative symptoms compared with non-EO patients. In addition, onset age mediates the relationships of NEU and NLR values with clinical symptoms, suggesting that an immune disturbance, particularly increased innate immune response in EO patients, may be involved in the psychophysiology of schizophrenia.

早年发病的精神分裂症患者表现出更严重的阴性症状。遗传学、生物标志物、死后大脑和成像研究表明,免疫异常参与了精神分裂症的病理生理学。在这项研究中,我们考察了在药物治疗无效的首发精神分裂症(MNFES)患者中,早期发病对临床症状和中性粒细胞与淋巴细胞比率(NLR)之间关系的调节作用。共招募了 97 名 MNFES 患者。比较了早发(EO)和非早发(non-EO)精神分裂症患者的中性粒细胞(NEU)、LYM和NLR值,以探讨EO对NLR与症状之间相关性的潜在影响。结果显示,EO组和非EO组的NEU和NLR值没有差异。在 EO 组中,NEU 和 NLR 值与一般精神病理学和总分显著相关(均 p
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引用次数: 0
Author Correction: Brain structural associations of syntactic complexity and diversity across schizophrenia spectrum and major depressive disorders, and healthy controls. 作者更正:精神分裂症谱系、重度抑郁障碍和健康对照组句法复杂性和多样性的大脑结构关联。
IF 3 Q2 PSYCHIATRY Pub Date : 2024-11-18 DOI: 10.1038/s41537-024-00530-9
Katharina Schneider, Nina Alexander, Andreas Jansen, Igor Nenadić, Benjamin Straube, Lea Teutenberg, Florian Thomas-Odenthal, Paula Usemann, Udo Dannlowski, Tilo Kircher, Arne Nagels, Frederike Stein
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引用次数: 0
Meta-analyses of epigenetic age acceleration and GrimAge components of schizophrenia or first-episode psychosis. 精神分裂症或首发精神病的表观遗传年龄加速和 GrimAge 成分的元分析。
IF 3 Q2 PSYCHIATRY Pub Date : 2024-11-15 DOI: 10.1038/s41537-024-00531-8
Toshiyuki Shirai, Satoshi Okazaki, Takaki Tanifuji, Shusuke Numata, Tomohiko Nakayama, Tomohiro Yoshida, Kentaro Mouri, Ikuo Otsuka, Noboru Hiroi, Akitoyo Hishimoto

Schizophrenia is a common chronic psychiatric disorder that causes age-related dysfunction. The life expectancy in patients with schizophrenia is ≥10 years shorter than that in the general population because of the higher risk of other diseases, such as cardiovascular diseases. Aging studies based on DNA methylation status have received considerable attention. Several epigenetic age accelerations and predicted values of aging-related proteins (GrimAge and GrimAge2 components) have been analyzed in multiple diseases. However, no studies have investigated up to GrimAge and GrimAge2 components between patients with schizophrenia and controls. Therefore, we aimed to conduct multiple regression analyses to investigate the association between schizophrenia and epigenetic age accelerations and GrimAge and GrimAge2 components in seven cohorts. Furthermore, we included patients with first-episode psychosis whose illness duration was often shorter than schizophrenia in our analysis. We integrated these results with meta-analyses, noting the acceleration of GrimAge, GrimAge2, and DunedinPACE, and increase in adrenomedullin, beta-2 microglobulin, cystatin C, and plasminogen activation inhibitor-1 levels, in patients with schizophrenia or first-episode psychosis. These results corroborated the finding that patients with schizophrenia had an increased risk of diabetes, cardiovascular disease, and cognitive dysfunction from a biological perspective. Patients with schizophrenia and first-episode psychosis showed differences in the results when compared with controls. Such analyses may lead to the development of novel therapeutic targets to patients with schizophrenia or relevant diseases from the perspective of aging in the future.

精神分裂症是一种常见的慢性精神疾病,会导致与年龄相关的功能障碍。由于患心血管疾病等其他疾病的风险较高,精神分裂症患者的预期寿命比普通人群短≥10年。基于 DNA 甲基化状态的衰老研究受到了广泛关注。已经分析了多种疾病的几种表观遗传年龄加速度和衰老相关蛋白(GrimAge 和 GrimAge2 成分)的预测值。然而,还没有研究调查过精神分裂症患者和对照组之间的 GrimAge 和 GrimAge2 成分。因此,我们旨在进行多元回归分析,研究精神分裂症与表观遗传年龄加速以及七个队列中的 GrimAge 和 GrimAge2 成分之间的关联。此外,我们还将病程通常短于精神分裂症的首发精神病患者纳入分析范围。我们将这些结果与荟萃分析相结合,注意到精神分裂症或首发精神病患者的 GrimAge、GrimAge2 和 DunedinPACE 加速,肾上腺髓质素、β-2 微球蛋白、胱抑素 C 和纤溶酶原激活抑制剂-1 水平升高。这些结果从生物学角度证实了精神分裂症患者罹患糖尿病、心血管疾病和认知功能障碍的风险增加这一发现。与对照组相比,精神分裂症患者和首发精神病患者的结果存在差异。这些分析可能会为精神分裂症患者或未来从老龄化角度治疗相关疾病开发新的治疗靶点。
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引用次数: 0
Inferring social signals from the eyes in male schizophrenia. 从眼睛推断男性精神分裂症患者的社交信号
IF 3 Q2 PSYCHIATRY Pub Date : 2024-11-14 DOI: 10.1038/s41537-024-00527-4
Annika Resch, Jonas Moosavi, Alexander N Sokolov, Patrick Steinwand, Erika Wagner, Andreas J Fallgatter, Marina A Pavlova

Nonverbal communication habitually leaks out in ways that expose underlying thoughts, true feelings, and integrity of a counterpart. Social cognition is deficient in a wide range of mental disorders, including schizophrenia (SZ). Inferring social signals through the eyes is pivotal for social interaction but remains poorly investigated. The present work aims to fill this gap by examining whether and, if so, how reading language of the eyes is altered in SZ. We focused on male SZ, primarily because the disorder manifests a gender-specific profile. Patients and matched typically developing (TD) individuals were administered the Reading the Mind in the Eyes Test-Modified (RMET-M) and Emotions in Masked Faces (EMF) task that provide comparable visual information. The findings indicate that in SZ, the emotion recognition profile is similar to TD, with a more accurate recognition of some emotions such as fear, neutral expressions, and happiness than the others (sadness and disgust). In SZ, however, this profile is shifted down: all emotions are recognized less accurately than in TD. On the RMET-M, patients are also less precise, albeit they perform better on items with positive valence. In SZ only, recognition accuracy on both tasks is tightly linked to each other. The outcome reveals global challenges for males with SZ in inferring social information in the eyes and calls for remediation programs to shape social cognition. This work offers novel insights into the profiles of social cognitive deficits in mental disorders that differ in their gender prevalence.

非语言交流习惯性地暴露了对方的潜在想法、真实情感和完整性。包括精神分裂症(SZ)在内的多种精神疾病都存在社交认知缺陷。通过眼睛来推断社会信号对于社会交往至关重要,但这方面的研究仍然很少。本研究旨在填补这一空白,研究精神分裂症患者的眼语阅读能力是否会发生改变,如果会,又是如何改变的。我们将研究重点放在男性 SZ 上,这主要是因为这种障碍具有性别特异性。我们对患者和相匹配的典型发育(TD)个体进行了 "读懂眼神中的思想 "测试(RMET-M)和 "蒙面情绪 "任务(EMF),这两项任务提供了可比的视觉信息。研究结果表明,SZ 的情绪识别特征与 TD 相似,对恐惧、中性表情和快乐等情绪的识别比对其他情绪(悲伤和厌恶)的识别更准确。然而,在 SZ 中,这一特征向下偏移:所有情绪的识别准确率都低于 TD。在 RMET-M 中,患者的识别准确率也较低,尽管他们在具有积极情绪的项目上表现较好。仅在 SZ 中,这两项任务的识别准确性是紧密联系在一起的。研究结果表明,患有 SZ 的男性在推断眼睛中的社会信息方面面临着全球性挑战,因此需要制定矫正计划来塑造社会认知能力。这项研究为我们提供了新的视角,帮助我们了解不同性别的精神障碍患者在社会认知方面存在的缺陷。
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引用次数: 0
Parsing heterogeneity in global and local white matter integrity at different stages across the psychosis continuum. 解析精神病不同阶段整体和局部白质完整性的异质性。
IF 3 Q2 PSYCHIATRY Pub Date : 2024-11-13 DOI: 10.1038/s41537-024-00516-7
Galya C Iseli, Sarah Ulrich, Philipp Stämpfli, Erich Studerus, David Coynel, Anita Riecher-Rössler, Philipp Homan, Stefan Kaiser, Stefan Borgwardt, Matthias Kirschner, André Schmidt

Psychosis progresses along a continuum. While heterogeneity is evident across the continuum, it remains unknown whether this is also reflected in white matter (WM) heterogeneity and whether parsing WM heterogeneity may reveal subgroups with more pronounced clinical features. This analysis included 212 participants consisting of healthy controls (HC, n = 59), individuals with high schizotypy (SPT, n = 27), at-risk mental state (ARMS, n = 35), and patients with first episode psychosis (FEP, n = 50) and schizophrenia (SZ, n = 41). Fractional anisotropy (FA) and mean diffusivity (MD) were derived from diffusion tensor imaging (DTI), and fibre density (FD), a non-tensor-derived diffusion marker, was computed. The Person-Based-Similarity Index (PBSI) and Coefficient of Variation Ratio (CVR) were computed to assess global and local heterogeneity. ANOVAs were performed to determine whether people with deviating PBSIs exhibit more pronounced clinical features. Global heterogeneity for all diffusion parameters significantly differed across groups, with greatest difference in heterogeneity between SZ and HC. Results further indicate that FA deviators exhibit lower global functioning and higher negative symptoms. Local FA heterogeneity was greater in FEP relative to ARMS and HC in almost all WM tracts, while SZ patients specifically showed greater heterogeneity in the right thalamic radiation and the left uncinate compared to HCs. Group differences in WM heterogeneity might be indicative of symptom specificity and duration. While these findings offer valuable insights into the neurobiological variability of psychosis, they are primarily hypothesis-generating. Future large-scale studies are warranted to test the robustness of diffusion markers and their clinical relevance.

精神病的发展是一个连续的过程。虽然在整个过程中存在明显的异质性,但这种异质性是否也反映在白质(WM)异质性中,以及解析 WM 异质性是否能揭示具有更明显临床特征的亚组,目前仍是未知数。这项分析包括 212 名参与者,其中包括健康对照组(HC,n = 59)、高度精神分裂症患者(SPT,n = 27)、高危精神状态患者(ARMS,n = 35)以及首发精神病患者(FEP,n = 50)和精神分裂症患者(SZ,n = 41)。分数各向异性(FA)和平均扩散率(MD)由扩散张量成像(DTI)得出,纤维密度(FD)是一种非张量得出的扩散标记,由计算得出。计算人基相似性指数(PBSI)和变异系数比(CVR)以评估整体和局部异质性。进行方差分析以确定 PBSI 偏离者是否表现出更明显的临床特征。所有弥散参数的全局异质性在各组间存在显著差异,其中SZ和HC之间的异质性差异最大。结果进一步表明,FA偏离者表现出较低的整体功能和较高的阴性症状。在几乎所有的WM束中,FEP的局部FA异质性都高于ARMS和HC,而与HC相比,SZ患者在右丘脑辐射和左尾状突起中表现出更大的异质性。WM异质性的群体差异可能表明了症状的特异性和持续时间。虽然这些发现为了解精神病的神经生物学变异性提供了宝贵的见解,但它们主要是假设性的。未来有必要进行大规模研究,以检验弥散标记的稳健性及其临床相关性。
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引用次数: 0
Exploring the potential pharmacological mechanism of aripiprazole against hyperprolactinemia based on network pharmacology and molecular docking. 基于网络药理学和分子对接,探索阿立哌唑抗高催乳素血症的潜在药理机制。
IF 3 Q2 PSYCHIATRY Pub Date : 2024-11-07 DOI: 10.1038/s41537-024-00523-8
Lei Yang, Qiuyu Zhang, Chao Li, Hongjun Tian, Chuanjun Zhuo
<p><p>The current primary therapeutic approach for schizophrenia is antipsychotic medication, and antipsychotic-induced hyperprolactinemia occurs in 40-80% of patients with schizophrenia. Aripiprazole, an atypical antipsychotic belonging to the quinolinone derivative class, can reduce the likelihood of developing hyperprolactinemia, but the pharmacological mechanisms of this reduction are unknown. This study aimed to explore the molecular mechanism of action of aripiprazole in treating hyperprolactinemia based on network pharmacology and molecular docking techniques. This study identified a total of 151 potential targets for aripiprazole from the DrugBank, TCMSP, BATMAN-TCM, TargetNet, and SwissTargetPrediction databases. Additionally, 71 hyperprolactinemia targets were obtained from the PharmGKB, DrugBank, TTD, GeneCards, OMIM, and DisGENET databases. Utilizing Venny 2.1.0 software, an intersection of 27 genes was identified between aripiprazole and hyperprolactinemia. To construct a common target protein-protein interaction (PPI) network, the common targets obtained from both sources were input into the STRING database. The resulting PPI network was then imported into Cytoscape 3.7.2 software, which identified eight core targets associated with aripiprazole's treatment of hyperprolactinemia. Subsequently, a PPI network was established for these targets. Enrichment analysis of the key targets was conducted using Gene Ontology and Kyoto Encyclopedia of Genes and Genomes in the DAVID database. Additionally, molecular docking verification of the interaction between aripiprazole and the core targets was performed using AutoDock Vina software. Aripiprazole's intervention in hyperprolactinemia primarily targets the following core proteins: Solute Carrier Family 6 Member 3 (SLC6A3), monoamine oxidase (MAO-B), Dopamine D2 receptor (DRD2), 5-hydroxytryptamine (serotonin) receptor 2A (HTR2A), 5-hydroxytryptamine (serotonin) receptor 2C (HTR2C), cytochrome P450 2D6 (CYP2D6), Dopamine D1 receptor (DRD1), Dopamine D4 receptor (DRD4). These targets are predominantly involved in biological processes such as the adenylate cyclase-activating adrenergic receptor signaling pathway, G-protein coupled receptor signaling pathway coupled to cyclic nucleotide second messenger, phospholipase C-activating G-protein coupled receptor signaling pathway, chemical synaptic transmission, and response to xenobiotic stimulus. Primary enrichment occurs in signaling pathways such as the neuroactive ligand-receptor interaction and serotonergic synapse pathways. Molecular docking results demonstrate a favorable affinity between aripiprazole and the core target proteins MAO-B, DRD2, SLC6A3, HTR2C, HTR2A, CYP2D6, DRD4, and DRD1. Network pharmacology predicted potential targets and signaling pathways for aripiprazole's intervention in hyperprolactinemia, offering theoretical support and a reference basis for optimizing clinical strategies and drug development involving aripiprazole.</p
目前治疗精神分裂症的主要方法是服用抗精神病药物,40%-80%的精神分裂症患者会出现抗精神病药物诱发的高泌乳素血症。阿立哌唑是一种属于喹啉酮衍生物类的非典型抗精神病药物,可以降低高泌乳素血症的发病几率,但降低的药理机制尚不清楚。本研究旨在基于网络药理学和分子对接技术,探索阿立哌唑治疗高催乳素血症的分子作用机制。本研究从 DrugBank、TCMSP、BATMAN-TCM、TargetNet 和 SwissTargetPrediction 数据库中发现了阿立哌唑的 151 个潜在靶点。此外,还从 PharmGKB、DrugBank、TTD、GeneCards、OMIM 和 DisGENET 数据库中获得了 71 个高催乳素血症靶点。利用 Venny 2.1.0 软件,确定了阿立哌唑与高催乳素血症之间有 27 个基因的交集。为了构建共同靶标蛋白质-蛋白质相互作用(PPI)网络,将从这两个来源获得的共同靶标输入 STRING 数据库。然后将得到的 PPI 网络导入 Cytoscape 3.7.2 软件,该软件确定了与阿立哌唑治疗高泌乳素血症相关的八个核心靶点。随后,为这些靶点建立了一个 PPI 网络。利用 DAVID 数据库中的基因本体和京都基因和基因组百科全书对关键靶点进行了富集分析。此外,还使用 AutoDock Vina 软件对阿立哌唑与核心靶点之间的相互作用进行了分子对接验证。阿立哌唑对高催乳素血症的干预主要针对以下核心蛋白:溶质运载家族 6 成员 3 (SLC6A3)、单胺氧化酶 (MAO-B)、多巴胺 D2 受体 (DRD2)、5-羟色胺(血清素)受体 2A (HTR2A)、5-羟色胺(血清素)受体 2C (HTR2C)、细胞色素 P450 2D6 (CYP2D6)、多巴胺 D1 受体 (DRD1)、多巴胺 D4 受体 (DRD4)。这些靶点主要参与生物过程,如腺苷酸环化酶激活肾上腺素能受体信号通路、与环核苷酸第二信使相耦合的 G 蛋白偶联受体信号通路、磷脂酶 C 激活 G 蛋白偶联受体信号通路、化学突触传递以及对异生物刺激的反应。神经活性配体-受体相互作用和血清素能突触通路等信号通路的主要富集发生。分子对接结果表明,阿立哌唑与核心靶蛋白 MAO-B、DRD2、SLC6A3、HTR2C、HTR2A、CYP2D6、DRD4 和 DRD1 之间具有良好的亲和力。网络药理学预测了阿立哌唑干预高催乳素血症的潜在靶点和信号通路,为优化阿立哌唑的临床策略和药物开发提供了理论支持和参考依据。
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Schizophrenia (Heidelberg, Germany)
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