Anxious depression

焦虑抑郁
  • 文章类型: Journal Article
    背景:焦虑抑郁(AD)是重度抑郁障碍(MDD)的常见亚型。AD的神经影像学研究揭示了使用单模型方法的不一致和异质的大脑改变。因此,有必要使用多模型成像分析来探索AD的发病机制,以获得更均匀和可靠的结果。
    方法:招募了118名MDD患者和64名匹配的健康对照(HCs)。使用基于体素的形态计量学(VBM)来估计所有受试者的灰质体积(GMV)。AD和非焦虑抑郁(NAD)参与者之间的GMV差异被用作后续静息状态功能连接(rs-FC)分析的感兴趣区域(ROI)。采用相关分析评价临床症状与特定脑区功能异常的相关性。
    结果:与NAD组相比,在AD组中观察到内侧额回(MFG)和额上回(SFG)的GMV降低。以MFG和SFG为ROI,rs-FC分析显示,与NAD组相比,AD组左侧SFG与左侧颞极之间以及左侧SFG与右侧MFG之间的FC降低.最后,AD组左侧SFG和左侧颞极之间的FC与HAMD-17评分呈负相关。
    结论:通过结合GMV和rs-FC模型,这项研究表明,情感网络的结构和功能破坏可能是AD的重要病理生理学基础。结构性损害可以作为功能损害的基础。
    BACKGROUND: Anxious depression (AD) is a common subtype of major depressive disorder (MDD). Neuroimaging studies of AD have revealed inconsistent and heterogeneous brain alterations with the use of single-model methods. Therefore, it is necessary to explore the pathogenesis of AD using multi-model imaging analyses to obtain more homogeneous and robust results.
    METHODS: One hundred and eighty-two patients with MDD and 64 matched healthy controls (HCs) were recruited. Voxel-based morphometry (VBM) was used to estimate the gray matter volume (GMV) of all subjects. The GMV differences between the AD and non-anxious depression (NAD) participants were used as regions of interest (ROIs) for subsequent resting state functional connectivity (rs-FC) analyses. Correlation analysis was used to evaluate the associations between clinical symptoms and abnormal function in specific brain areas.
    RESULTS: Decreased GMV in the medial frontal gyrus (MFG) and the superior frontal gyrus (SFG) was observed in the AD group compared to the NAD group. Taking the MFG and SFG as ROIs, the rs-FC analysis revealed decreased FC between the left SFG and left temporal pole and between the left SFG and right MFG in the AD group compared to the NAD group. Finally, the FC between the left SFG and left temporal pole was negatively correlated with HAMD-17 scores in the AD group.
    CONCLUSIONS: By combining the GMV and rs-FC models, this study revealed that structural and functional disruption of the affective network may be an important pathophysiology underlying AD. The structural impairment may serve as the foundation of the functional impairment.
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  • 文章类型: Journal Article
    目的:利用功能近红外光谱(fNIRS)研究发现,在不同情绪效价条件下,自传体记忆任务(AMT)过程中背外侧前额叶皮质(DLPFC)的激活差异可能是抑郁症和不同抑郁症亚型的神经生理标志。此外,与非焦虑抑郁症相比,焦虑抑郁在DLPFC中表现出异常的血流动力学激活。本研究旨在使用fNIRS来研究在不同情绪价态刺激触发的AMT期间,伴有和不伴有焦虑的抑郁症患者的DLPFC中的血流动力学激活。
    方法:我们招募了194名抑郁症患者(91名非焦虑抑郁症患者,103名患有焦虑抑郁)和110名来自中国大学生的健康对照。在AMT期间,使用53通道fNIRS检测三组的脑血流动力学差异。
    结果:结果显示:(1)健康对照组和非焦虑抑郁患者,左DLPFC中oxy-Hb的激活在正情绪效价下明显高于负情绪效价下,而在对焦虑抑郁的反应中观察到的积极情绪效价和消极情绪效价之间没有显着差异;(2)焦虑抑郁组的负性情绪效价下的Oxy-Hb激活显着高于非焦虑抑郁组。
    结论:本研究显示,左侧DLPFC中负性情绪效价的血流动力学过度激活可能是由于焦虑和非焦虑抑郁症患者的神经生理差异所致。
    OBJECTIVE: Using functional near-infrared spectroscopy (fNIRS) previous studies have found that activation differences in the dorsolateral prefrontal cortex (DLPFC) during an autobiographical memory task (AMT) under the condition of different emotional valences may be neurophysiological markers of depression and different depression subtypes. Additionally, compared with non-anxious depression, anxious depression presents abnormal hemodynamic activation in the DLPFC. This study aimed to use fNIRS to investigate hemodynamic activation in the DLPFC of depression patients with and without anxiety during AMT triggered by different emotional valence stimuli.
    METHODS: We recruited 194 patients with depression (91 with non-anxious depression, 103 with anxious depression) and 110 healthy controls from Chinese college students. A 53-channel fNIRS was used to detect cerebral hemodynamic differences in the three groups during AMT.
    RESULTS: The results showed that: (1) the activation of oxy-Hb in the left DLPFC was significantly higher under positive emotional valence than under negative emotional valence for healthy controls and patients with non-anxious depression, while there was no significant difference between positive and negative emotional valence observed in response to anxious depression; and (2) Oxy-Hb activation under negative emotional valence was significantly higher in the anxious depression group than in the non-anxious depression group.
    CONCLUSIONS: This study revealed that the hemodynamic hyperactivation of negative emotional valence in the left DLPFC may be due to the neurophysiological differences between anxious and non-anxious patients with depression.
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  • 文章类型: Journal Article
    背景:焦虑抑郁是一种普遍存在的抑郁亚型,与较高的抑郁严重程度和较高的自杀率等不良结局相关。这项研究利用了全州范围的抑郁和/或自杀青年研究注册表来比较患病率,临床相关因素,和那些有焦虑抑郁症和没有焦虑抑郁症的症状模式。
    方法:我们纳入了797名被诊断为抑郁症的参与者(8-20岁)的基线数据。使用广泛性焦虑症量表(GAD-7)的得分≥10来定义有和没有焦虑抑郁症的个体。使用结构化电池来捕获精神病诊断状态,抑郁/焦虑严重程度,自杀风险,外伤史,功能,和韧性。
    结果:青少年抑郁障碍患者中焦虑抑郁的患病率为59.5%(n=474)。患有焦虑抑郁症的年轻人有更严重的抑郁和焦虑症状,自杀率更高,共病焦虑症的患病率高于没有共病焦虑症的患病率。患有焦虑抑郁症的年轻人在功能上有更大的损害,被定义为更严重的疼痛干扰,疼痛严重程度,疲劳,与没有焦虑抑郁的人相比,还有社会关系。患有焦虑抑郁症的年轻人也报告了更高的抑郁症状,如烦躁的情绪,内疚的感觉,与没有焦虑抑郁症的人相比,精神运动性激动。
    结论:焦虑抑郁与更严重的抑郁有关,自杀率更高,较低的功能。需要进行纵向工作来检查焦虑抑郁的长期过程,以探索其作为诊断子类别的稳定性。
    BACKGROUND: Anxious depression is a prevalent subtype of depression associated with adverse outcomes such as higher depression severity and higher rates of suicidality. This study leveraged a state-wide research registry of depressed and/or suicidal youth to compare the prevalence, clinical correlates, and symptom patterns of those with versus without anxious depression.
    METHODS: We included baseline data from 797 participants (ages 8-20) with a diagnosis of a depressive disorder. A score on the Generalized Anxiety Disorder Scale (GAD-7) ≥ 10 was used to define individuals with and without anxious depression. A structured battery was used to capture psychiatric diagnostic status, depression/anxiety severity, suicide risk, history of trauma, functioning, and resilience.
    RESULTS: The prevalence of anxious depression among youth with depressive disorders was 59.5 % (n = 474). Youth with anxious depression had greater depression severity and anxiety symptoms, higher suicidality, and a higher prevalence of comorbid anxiety disorders than those without. Youth with anxious depression had greater impairment in functioning defined as worse pain interference, pain severity, fatigue, and social relationships compared to those without anxious depression. Youth with anxious depression also reported higher rates of depressive symptoms such as irritable mood, feelings of guilt, and psychomotor agitation compared to those without anxious depression.
    CONCLUSIONS: Anxious depression is associated with worse depression severity, higher suicidality, and lower functioning. Longitudinal work is needed to examine long-term courses of anxious depression to explore its stability as a diagnostic subcategory.
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  • 文章类型: Case Reports
    焦虑抑郁(AD)是一种常见的,不同的抑郁症亚型。这项探索性亚组分析旨在探索针灸作为选择性5-羟色胺再摄取抑制剂(SSRIs)对AD或非焦虑抑郁症(NAD)患者的附加疗法的作用。
    来自AcuSDep语用试验的四百六十五名中重度抑郁症患者被纳入分析。患者被随机分配接受MA+SSRIs,EA+SSRIs,或单独SSRIs(1:1:1)持续六周。通过使用尺寸标准来定义AD。测量仪器包括17项汉密尔顿抑郁量表(HAMD-17),抑郁自评量表(SDS),临床总体印象(CGI),副作用评级量表(SERS),和世界卫生组织生活质量-BREF(WHOQOL-BREF)。进行AD和NAD亚组之间的比较以及AD或NAD亚组之间的比较。
    80%的患者符合AD标准。与NAD亚组相比,AD亚组的临床表现和治疗结果较差。对于AD患者,HAMD反应率,缓解率,早发率,且两个针刺组各量表在大多数测量点的评分变化均明显优于SSRIs组。对于NAD患者,两个针刺组的HAMD早发性明显优于SSRIs组。
    对于AD亚型患者,MA或EA附加SSRIs显示出全面的改进,具有小到中等的效果大小。对于NAD亚型患者,两种附加针灸都可以加速对SSRIs治疗的反应。该研究通过提供对针灸与SSRIs结合的潜在益处的见解,为现有文献做出了贡献。特别是对于患有AD亚型的患者。由于其作为事后分组分析的局限性,前瞻性设计,高质量的试验是必要的.
    ChiCTR-TRC-08000297。
    UNASSIGNED: Anxious depression (AD) is a common, distinct depression subtype. This exploratory subgroup analysis aimed to explore the effects of acupuncture as an add-on therapy of selective serotonin reuptake inhibitors (SSRIs) for patients with AD or non-anxious depression (NAD).
    UNASSIGNED: Four hundred and sixty-five patients with moderate-to-severe depression from the AcuSDep pragmatic trial were included in analysis. Patients were randomly assigned to receive MA+SSRIs, EA+SSRIs, or SSRIs alone (1:1:1) for six weeks. AD was defined by using dimensional criteria. The measurement instruments included 17-items Hamilton Depression Scale (HAMD-17), Self-Rating Depression Scale (SDS), Clinical Global Impression (CGI), Rating Scale for Side Effects (SERS), and WHO Quality of Life-BREF (WHOQOL-BREF). Comparison between AD and NAD subgroups and comparisons between groups within either AD or NAD subgroups were conducted.
    UNASSIGNED: Eighty percent of the patients met the criteria for AD. The AD subgroup had poorer clinical manifestations and treatment outcomes compared to those of the NAD subgroup. For AD patients, the HAMD response rate, remission rate, early onset rate, and the score changes on each scale at most measurement points on the two acupuncture groups were significantly better than the SSRIs group. For NAD patients, the HAMD early onset rates of the two acupuncture groups were significantly better than the SSRIs group.
    UNASSIGNED: For AD subtype patients, either MA or EA add-on SSRIs showed comprehensive improvements, with small-to-medium effect sizes. For NAD subtype patients, both the add-on acupuncture could accelerate the response to SSRIs treatment. The study contributed to the existing literature by providing insights into the potential benefits of acupuncture in combination with SSRIs, especially for patients with AD subtypes. Due to its limited nature as a post hoc subgroup analysis, prospectively designed, high-quality trials are warranted.
    UNASSIGNED: ChiCTR-TRC-08000297.
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  • 文章类型: Journal Article
    本研究旨在调查中国汉族中年首发药物初治(FEDN)焦虑抑郁(AD)患者自杀企图的性别差异和危险因素。本研究共纳入1796例FEDN重度抑郁症患者,其中中年AD患者341例。我们比较了患病率,人口统计,男性和女性FEDN中年AD患者自杀未遂的临床特征。我们还使用二元逻辑回归分析探讨了该人群中自我报告自杀企图的危险因素。男女比例为91/250,发病年龄为51.50±4.13。我们的结果表明,在FEDNAD的中年患者中,自我报告的自杀未遂的患病率没有显着的性别差异。然而,我们确实发现自我报告的自杀未遂者和非自杀未遂者在几个人口统计学和临床特征方面存在显著差异.此外,严重的焦虑,通过汉密尔顿焦虑量表评分来衡量,被确定为女性中年AD患者自我报告自杀未遂的危险因素。此外,甲状腺过氧化物酶抗体(TPOAb)水平升高与男性AD患者自我报告的自杀未遂相关.我们的研究结果表明,在该人群中,自我报告的自杀未遂的患病率没有显着的性别差异,但中年AD患者自我报告的自杀未遂可能存在性别特异性危险因素.临床精神科医师需关注中年焦虑抑郁患者的甲状腺激素水平。
    This study aims to investigate sex differences and risk factors for self-reported suicide attempts among Chinese Han middle-aged patients with first-episode drug-naïve (FEDN) anxious depression (AD). A total of 1796 patients with FEDN major depressive disorder were enrolled in this study, including 341 middle-aged patients with AD. We compared the prevalence, demographics, and clinical characteristics of suicide attempts between male and female patients with FEDN middle-aged AD. We also explored the risk factors for self-reported suicide attempts in this population using binary logistic regression analysis. The male/female ratio was 91/250 and the age of onset was 51.50 ± 4.13. Our results showed that there were no significant sex differences in the prevalence of self-reported suicide attempts in middle-aged patients with FEDN AD. However, we did find significant differences in several demographic and clinical characteristics between self-reported suicide attempters and non-suicide attempters. Moreover, severe anxiety, measured by the Hamilton Anxiety Rating Scale score, was identified as a risk factor for self-reported suicide attempts in female middle-aged AD patients. Additionally, elevated thyroid peroxidase antibody (TPOAb) levels were linked to self-reported suicide attempts in male AD patients. Our findings suggest that there are no significant sex differences in the prevalence of self-reported suicide attempts in this population, but there may be sex-specific risk factors for self-reported suicide attempts in middle-aged AD. Clinical psychiatrists need to pay attention to thyroid hormone levels in middle-aged anxious depression.
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  • 文章类型: Journal Article
    背景:重度抑郁症(MDD)是一种异质性精神障碍,以及伴随的焦虑症状,被称为焦虑抑郁症(AD),是最常见的子类型。然而,AD的病理生理学在没有焦虑(NAD)的抑郁症患者中可能有所不同,并且仍然未知。本研究旨在探讨AD和NAD患者的功能连接与外周转录谱之间的关系。
    方法:收集功能成像数据以确定AD患者(n=66)的功能网络差异,NAD患者(n=115),和健康对照(HC,n=200)。外周转录数据被聚类为共表达模块,以及他们与AD的联系,AND,和HC进行了分析。进行了重要模块中基因的基因本体论(GO)和京都基因和基因组百科全书(KEGG)功能富集分析。进行相关性分析以鉴定功能性网络相关基因共表达模块。
    结果:确定了一个网络,该网络由23个节点和28个边缘组成,在三个样本组之间存在显着差异。网络区域位于颞叶和枕叶。两个基因共表达模块显示与NAD相关,其中之一与AD组的网络中断相关。该模块的生物学功能富集在免疫调节途径中。
    结论:结果表明,免疫相关机制与AD的功能网络有关。
    BACKGROUND: Major depressive disorder (MDD) is a heterogeneous mental disorder, and accompanying anxiety symptoms, known as anxious depression (AD), are the most common subtype. However, the pathophysiology of AD may be distinct in depressed patients without anxiety (NAD) and remains unknown. This study aimed to investigate the relationship between functional connectivity and peripheral transcriptional profiles in patients with AD and NAD.
    METHODS: Functional imaging data were collected to identify differences in functional networks among patients with AD (n = 66), patients with NAD (n = 115), and healthy controls (HC, n = 200). The peripheral transcriptional data were clustered as co-expression modules, and their associations with AD, AND, and HC were analyzed. The gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) functional enrichment analyses of the genes in the significant module were performed. Correlation analysis was performed to identify functional network-associated gene co-expression modules.
    RESULTS: A network was identified which consisted of 23 nodes and 28 edges that were significantly different among three sample groups. The regions of the network were located in temporal and occipital lobe. Two gene co-expression modules were shown to be associated with NAD, and one of which was correlated with the disrupted network in the AD group. The biological function of this module was enriched in immune regulation pathways.
    CONCLUSIONS: The results suggested that immune-related mechanisms were associated with functional networks in AD.
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  • 文章类型: Journal Article
    背景:精神病症状(PS)经常出现在患有焦虑抑郁症(AD)的年轻人中,然而,抑郁和PS之间的关系的中介仍不清楚.这项研究旨在调查PS在首发和药物初治(FEDN)青年AD中的患病率和危险因素,并试图阐明促甲状腺激素(TSH)水平之间的关系。焦虑,抑郁症,PS,以及确定潜在的中介角色。
    方法:招募369名FEDN青年AD患者。使用阳性和阴性综合征量表的阳性子量表评估临床症状,汉密尔顿抑郁量表(HAMD),和汉密尔顿焦虑量表(HAMA)。空腹血糖,脂质,甲状腺功能也被收集。
    结果:青年AD患者PS的患病率(21.68%)是非AD患者的12.24倍。HAMD评分(P=0.005,OR=1.23),HAMA评分(P<0.001,OR=1.62),TSH水平(P=0.025,OR=1.20)是PS的显著预测因子。区分有和没有PS的年轻成年人的曲线下面积值为0.86。我们还确定了TSH水平和焦虑对抑郁与PS关联的一系列多重中介作用。
    结论:这些发现强调了焦虑和TSH水平作为抑郁和PS之间关联的系列介质的作用。因此,在治疗患有AD的年轻人的PS时,重要的是不仅要关注抑郁症,而且对TSH水平和焦虑有最大的好处。
    BACKGROUND: Psychotic symptoms (PS) frequently occur in young adults with anxious depression (AD), yet the mediators of the associations between depression and PS remain unclear. This study aimed to investigate the prevalence and risk factors of PS in first-episode and drug-naïve (FEDN) young adults with AD and attempted to elucidate the relationship between thyroid-stimulating hormone (TSH) levels, anxiety, depression, and PS, as well as to identify potential mediating roles.
    METHODS: 369 FEDN young adults with AD were recruited. Clinical symptoms were assessed using the Positive and Negative Syndrome Scale\'s positive subscale, the Hamilton Depression Rating Scale (HAMD), and the Hamilton Anxiety Rating Scale (HAMA). Fasting glucose, lipids, and thyroid function were also collected.
    RESULTS: The prevalence of PS in young adults with AD (21.68 %) was 12.24 times higher than in non-AD patients. The HAMD scores (P = 0.005, OR = 1.23), HAMA scores (P < 0.001, OR = 1.62), and TSH levels (P = 0.025, OR = 1.20) were significant predictors of PS. The combined area under the curve value for distinguishing young adults with AD with and without PS was 0.86. We also identified serial multiple mediating effects of TSH levels and anxiety on the association of depression with PS.
    CONCLUSIONS: These findings emphasize the role of anxiety and TSH levels as serial mediators of the association between depression and PS. Therefore, when treating PS in young adults with AD, it is important to focus not only on depression, but also on TSH levels and anxiety to maximize benefit.
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  • 文章类型: Journal Article
    背景:关于反复输注氯胺酮对抑郁症患者的益处的研究很多,但关于氯胺酮对患者长期生活质量(QoL)的影响的研究很少。这项研究调查了抑郁症患者的长期QoL,既焦虑又不焦虑。
    方法:本研究共纳入107名诊断为抑郁症的个体。在第0、13和26天以及第6和9个月对患者进行评估,并在两周的过程中接受六次氯胺酮输注。使用世界卫生组织生活质量-BREF(WHOQOL-BREF)量表和患者健康问卷-9(PHQ-9)量表来测量抑郁症状和QoL。线性混合模型用于评估氯胺酮治疗期间的抑郁症状和QoL。
    结果:共有67.2%的患者被诊断为焦虑抑郁。从长远来看,一般QoL的各组时间交互作用无显著差异(F=0.510;P=0.676),身体QoL(F=2.092;P=0.102),心理QoL(F=0.102;P=0.959),社会QoL(F=2.180;P=0.091),两组之间的环境QoL(F=1.849;P=0.139)。
    结论:这项研究的主要限制是其开放标签设计。
    结论:氯胺酮治疗后抑郁症状和QoL的改善不受治疗前抑郁症患者是否存在焦虑的影响。与没有焦虑的人相比,偶尔有焦虑的抑郁症患者的生活质量恶化。
    BACKGROUND: There have been many studies on the benefits of repeated ketamine infusions on patients\' depression but few on the impact of ketamine on patients\' long-term quality of life (QoL). This study investigated long-term QoL in individuals with depression, both anxious and nonanxious.
    METHODS: A total of 107 individuals with a diagnosis of depression were included in the study. The patients were evaluated on Days 0, 13 and 26 and Months 6 and 9, and they received six ketamine infusions over the course of two weeks. The World Health Organization Quality of Life-BREF (WHOQOL-BREF) Scale and the Patient Health Questionnaire-9 (PHQ-9) Scale were used to measure depressive symptoms and QoL. Linear mixed models were used to evaluate depressive symptoms and QoL during ketamine treatment.
    RESULTS: A total of 67.2 % of patients were diagnosed with anxious depression. In the long term, there were no significant differences in the time-by-group interactions for general QoL (F = 0.510; P = 0.676), physical QoL (F = 2.092; P = 0.102), psychological QoL (F = 0.102; P = 0.959), social QoL (F = 2.180; P = 0.091), or environmental QoL (F = 1.849; P = 0.139) between the two groups.
    CONCLUSIONS: The main limitation of this study is its open-label design.
    CONCLUSIONS: The improvement in depression symptoms and QoL following ketamine treatment was not impacted by the presence or absence of anxiety in patients who were depressed prior to treatment. Only occasionally did depressed individuals with anxiety experience a worsening of their quality of life compared to those without anxiety.
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  • 文章类型: Journal Article
    焦虑抑郁是重度抑郁障碍的一种亚型,与自杀倾向增加有关。严重程度,慢性和较低的治疗反应。只有少数研究调查了焦虑抑郁(aMDD)和非焦虑抑郁(naMDD)患者在治疗剂量方面的差异。血清浓度和药物特异性治疗反应。在我们的自然主义和前瞻性研究中,我们调查了包括抗抑郁药(SSRI,SNRI,NaSSA,aMDD患者的三环和组合)与naMDD患者的差异显着。在346名患者的样本中,我们计算了焦虑躯体化因子(ASF),并将治疗反应定义为药物治疗7周后汉密尔顿抑郁量表(HDRS)-21评分降低(≥50%).我们没有观察到治疗反应和基线ASF评分之间的关联,或aMDD和naMDD患者治疗结果的差异。然而,无反应者的ASF分数更高,在第7周,aMDD患者的治疗结果比naMDD患者差。在不同抗抑郁药的亚组分析中,文拉法辛治疗的aMDD患者在第7周的转归显著恶化.未来的前景,随机对照研究应解决aMDD患者对不同精神药物的治疗效果较差的问题.
    Anxious depression represents a subtype of major depressive disorder and is associated with increased suicidality, severity, chronicity and lower treatment response. Only a few studies have investigated the differences between anxious depressed (aMDD) and non-anxious depressed (naMDD) patients regarding treatment dosage, serum-concentration and drug-specific treatment response. In our naturalistic and prospective study, we investigated whether the effectiveness of therapy including antidepressants (SSRI, SNRI, NaSSA, tricyclics and combinations) in aMDD patients differs significantly from that in naMDD patients. In a sample of 346 patients, we calculated the anxiety somatization factor (ASF) and defined treatment response as a reduction (≥50%) in the Hamilton Depression Rating Scale (HDRS)-21 score after 7 weeks of pharmacological treatment. We did not observe an association between therapy response and the baseline ASF-scores, or differences in therapy outcomes between aMDD and naMDD patients. However, non-responders had higher ASF-scores, and at week 7 aMDD patients displayed a worse therapy outcome than naMDD patients. In subgroup analyses for different antidepressant drugs, venlafaxine-treated aMDD patients showed a significantly worse outcome at week 7. Future prospective, randomized-controlled studies should address the question of a worse therapy outcome in aMDD patients for different psychopharmaceuticals individually.
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  • 文章类型: Journal Article
    焦虑抑郁是严重抑郁障碍(MDD)的常见亚型,与不良后果和严重受损的社会功能有关。重要的是要阐明焦虑抑郁症的潜在神经生物学,以完善诊断并对患者进行分层治疗。在这里,我们探讨了MDD患者焦虑与大脑结构/功能之间的关系。共有260名MDD患者和127名健康对照者接受了三维T1加权结构扫描和静息状态功能磁共振成像。从所有参与者收集人口统计学数据。灰质体积(GMV)的差异,(分数)低频波动幅度((f)ALFF),区域同质性(ReHo),和基于种子点的功能连接在焦虑的MDD患者之间进行了比较,非焦虑的MDD患者,和健康的控制。随机森林模型用于使用神经影像学特征预测MDD患者的焦虑。焦虑的MDD患者在左颞中回的GMV和右顶叶上回和左前突中的ReHo比HCs显着差异。与非焦虑性MDD患者相比,焦虑性MDD患者左颞下回GMV差异显著,左颞上回,左额上回(眶部),和左背外侧额上回;左颞中回的fALFF;颞下回和额上回(眶部分)的ReHo;以及左颞上回(颞极)和左内侧额上回之间的功能连接。使用成像特征构建并通过10倍交叉验证验证的诊断预测随机森林模型区分焦虑与非焦虑MDD,AUC为0.802。焦虑抑郁症患者表现出与情绪调节相关的大脑区域失调,认知,和决策,我们的诊断模型为更准确的诊断铺平了道路,目的探讨焦虑性抑郁症的临床诊断。
    Anxious depression is a common subtype of major depressive disorder (MDD) associated with adverse outcomes and severely impaired social function. It is important to clarify the underlying neurobiology of anxious depression to refine the diagnosis and stratify patients for therapy. Here we explored associations between anxiety and brain structure/function in MDD patients. A total of 260 MDD patients and 127 healthy controls underwent three-dimensional T1-weighted structural scanning and resting-state functional magnetic resonance imaging. Demographic data were collected from all participants. Differences in gray matter volume (GMV), (fractional) amplitude of low-frequency fluctuation ((f)ALFF), regional homogeneity (ReHo), and seed point-based functional connectivity were compared between anxious MDD patients, non-anxious MDD patients, and healthy controls. A random forest model was used to predict anxiety in MDD patients using neuroimaging features. Anxious MDD patients showed significant differences in GMV in the left middle temporal gyrus and ReHo in the right superior parietal gyrus and the left precuneus than HCs. Compared with non-anxious MDD patients, patients with anxious MDD showed significantly different GMV in the left inferior temporal gyrus, left superior temporal gyrus, left superior frontal gyrus (orbital part), and left dorsolateral superior frontal gyrus; fALFF in the left middle temporal gyrus; ReHo in the inferior temporal gyrus and the superior frontal gyrus (orbital part); and functional connectivity between the left superior temporal gyrus(temporal pole) and left medial superior frontal gyrus. A diagnostic predictive random forest model built using imaging features and validated by 10-fold cross-validation distinguished anxious from non-anxious MDD with an AUC of 0.802. Patients with anxious depression exhibit dysregulation of brain regions associated with emotion regulation, cognition, and decision-making, and our diagnostic model paves the way for more accurate, objective clinical diagnosis of anxious depression.
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