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The relationship between mindfulness and empathy with the oxytocinergic system in persons with schizophrenia spectrum disorders – A proof-of-concept randomized controlled trial (OXYGEN) 精神分裂症谱系障碍患者的正念和移情与催产素能系统之间的关系--概念验证随机对照试验(OXYGEN)
IF 5.3 1区 心理学 Q1 PSYCHOLOGY, CLINICAL Pub Date : 2024-07-01 DOI: 10.1016/j.ijchp.2024.100503
Kerem Böge , Niklas Bergmann , Marco Zierhut , Inge Hahne , Alice Braun , Julia Kraft , Ingmar Conell , Thi Minh Tam Ta , Neil Thomas , Paul Chadwick , Stephan Ripke , Eric Hahn

Background

The present study explored the feasibility and acceptability as well as the impact of mindfulness-based group therapy (MBGT) on oxytocin levels (OXT) and clinical parameters in outpatients with schizophrenia spectrum disorders (SSD).

Methods

In a randomized-controlled design, outpatients with SSD (N = 48) were assigned to either MBGT in addition to German university-level treatment as usual (MBGT+TAU; n = 25) or TAU (n = 23). At baseline and at four-week post-intervention, clinical parameters and OXT levels were determined.

Results

Results indicate high feasibility and acceptance with a 95.7% adherence- and 94% retention- rate of MBGT in SSD. While no significant changes in empathy were observed, MBGT+TAU demonstrated a significant reduction in positive symptoms (Positive and Negative Syndrom Scale) compared to TAU at post-intervention. OXT levels were significantly increased in MBGT+TAU at post-intervention, suggesting a potential link between mindfulness and the oxytocinergic system in SSD. Additionally, improvements in various clinical parameters were indicated.

Conclusion

The study contributes to the growing evidence supporting feasibility, acceptability, and positive effects of MBGT in outpatients with SSD, emphasizing the need for further research to solidify these findings. Overall, this work sheds first evidence on the intersection of mindfulness, oxytocin, and clinical outcomes in SSD.

背景本研究探讨了正念团体疗法(MBGT)的可行性、可接受性以及对精神分裂症谱系障碍(SSD)门诊患者催产素水平(OXT)和临床参数的影响。方法在随机对照设计中,SSD门诊患者(48人)被分配接受德国大学水平的常规治疗(MBGT+TAU;25人)之外的MBGT或TAU(23人)治疗。结果表明,MBGT 在 SSD 中的可行性和接受度都很高,坚持率为 95.7%,保留率为 94%。虽然在移情方面没有观察到明显变化,但在干预后,MBGT+TAU 与 TAU 相比,阳性症状(阳性和阴性综合征量表)明显减少。在干预后,MBGT+TAU 的催产素水平明显提高,这表明正念与 SSD 的催产素能系统之间存在潜在联系。结论这项研究为越来越多的证据证明正念疗法在门诊 SSD 患者中的可行性、可接受性和积极效果做出了贡献,同时强调了进一步研究以巩固这些发现的必要性。总之,这项研究首次证明了正念、催产素与 SSD 临床疗效之间的交叉关系。
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引用次数: 0
Imaging body-mind crosstalk in young adults 青壮年身体与心理串扰成像
IF 5.3 1区 心理学 Q1 PSYCHOLOGY, CLINICAL Pub Date : 2024-07-01 DOI: 10.1016/j.ijchp.2024.100498
Qian Yu , Zhaowei Kong , Liye Zou , Fabian Herold , Sebastian Ludyga , Zhihao Zhang , Meijun Hou , Arthur F. Kramer , Kirk I. Erickson , Marco Taubert , Charles H. Hillman , Sean P. Mullen , Markus Gerber , Notger G. Müller , Keita Kamijo , Toru Ishihara , Robert Schinke , Boris Cheval , Terry McMorris , Ka Kit Wong , Jinlei Nie

Objective

There is evidence that complex relationships exist between motor functions, brain structure, and cognitive functions, particularly in the aging population. However, whether such relationships observed in older adults could extend to other age groups (e.g., younger adults) remains to be elucidated. Thus, the current study addressed this gap in the literature by investigating potential associations between motor functions, brain structure, and cognitive functions in a large cohort of young adults

Methods

In the current study, data from 910 participants (22–35 yr) were retrieved from the Human Connectome Project. Interactions between motor functions (i.e., cardiorespiratory fitness, gait speed, hand dexterity, and handgrip strength), brain structure (i.e., cortical thickness, surface area, and subcortical volumes), and cognitive functions were examined using linear mixed-effects models and mediation analyses. The performance of different machine-learning classifiers to discriminate young adults at three different levels (related to each motor function) was compared

Results

Cardiorespiratory fitness and hand dexterity were positively associated with fluid and crystallized intelligence in young adults, whereas gait speed and handgrip strength were correlated with specific measures of fluid intelligence (e.g., inhibitory control, flexibility, sustained attention, and spatial orientation; false discovery rate [FDR] corrected, p < 0.05). The relationships between cardiorespiratory fitness and domains of cognitive function were mediated by surface area and cortical volume in regions involved in the default mode, sensorimotor, and limbic networks (FDR corrected, p < 0.05). Associations between handgrip strength and fluid intelligence were mediated by surface area and volume in regions involved in the salience and limbic networks (FDR corrected, p < 0.05). Four machine-learning classifiers with feature importance ranking were built to discriminate young adults with different levels of cardiorespiratory fitness (random forest), gait speed, hand dexterity (support vector machine with the radial kernel), and handgrip strength (artificial neural network)

Conclusions

In summary, similar to observations in older adults, the current study provides empirical evidence (i) that motor functions in young adults are positively related to specific measures of cognitive functions, and (ii) that such relationships are at least partially mediated by distinct brain structures. Furthermore, our analyses suggest that machine-learning classifier has a promising potential to be used as a classification tool and decision support for identifying populations with below-average motor and cognitive functions.

目的有证据表明,运动功能、大脑结构和认知功能之间存在着复杂的关系,尤其是在老年人群中。然而,在老年人身上观察到的这种关系是否会延伸到其他年龄组(如年轻成年人)仍有待阐明。因此,本研究针对文献中的这一空白,调查了一大批年轻成年人的运动功能、大脑结构和认知功能之间的潜在关联。通过线性混合效应模型和中介分析,研究了运动功能(即心肺功能、步速、手部灵活性和握力)、大脑结构(即皮层厚度、表面积和皮层下体积)和认知功能之间的相互作用。结果心肺功能和手的灵活性与青壮年的流体智力和结晶智力呈正相关,而步速和握力则与流体智力的特定测量指标(如抑制控制、灵活性、持续注意力和空间定向;误发现率[FDR]校正,p <0.05)相关。心肺功能与认知功能领域之间的关系由默认模式、感觉运动和边缘网络区域的表面积和皮质体积介导(FDR 校正,p < 0.05)。手握力与流体智力之间的关系受显著性网络和边缘网络相关区域的表面积和皮质体积的影响(FDR校正,p < 0.05)。结论综上所述,与在老年人身上观察到的结果类似,目前的研究提供了以下经验性证据:(i) 青年人的运动功能与认知功能的特定测量值呈正相关;(ii) 这种关系至少部分是由不同的大脑结构介导的。此外,我们的分析表明,机器学习分类器有望作为一种分类工具和决策支持,用于识别运动和认知功能低于平均水平的人群。
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引用次数: 0
Impact of social reward on stress circuit function and regulation: Path differences between value affirmation and emotional support 社会奖励对压力回路功能和调节的影响:价值肯定与情感支持的路径差异
IF 5.3 1区 心理学 Q1 PSYCHOLOGY, CLINICAL Pub Date : 2024-07-01 DOI: 10.1016/j.ijchp.2024.100499
Shuai Wang , Xiao Luo , Xinlei Zang , Yiqing Ma , Juan Yang

Background

As two typical types of social rewards, both value affirmation and emotional support could alleviate acute stress response, but it is not clear whether they can impact stress circuit function and regulation through different neural pathways.

Method

Sixty-two participants were randomly assigned to the value affirmation, emotional support, and non-reward conditions, then administered an adapted version of the ScanSTRESS paradigm. Participants’ subjective reports of uncontrollability and social evaluative threat were measured to explore the mitigation of stress by social rewards at the behavioral level. Meanwhile, their acute salivary cortisol response to stress was compared among different social reward conditions. Furthermore, we computed linear contrasts for performance (vs relaxation) and reward (vs non-reward) and used psychophysiological interaction (PPI) analysis to explore the impact of social reward on stress circuit function and regulation.

Results

Both value affirmation and emotional support conditions reduced subjective reports of uncontrollability and social evaluation threat, but not cortisol response to stress. Furthermore, value affirmation reduced uncontrollability by enhancing putamen activation, whereas emotional support reduced social evaluation threat by enhancing putamen activation. More importantly, during stress, value affirmation enhanced the functional connectivity of the putamen-hippocampus and putamen-angular gyrus (AG), whereas emotional support enhanced the functional connectivity of the putamen-ventrolateral prefrontal cortex (vlPFC) and putamen-temporal pole mid, compared to the non-reward condition.

Conclusion

Value affirmation and emotional support alleviated acute stress response in different neural pathways. These findings suggested a precise categorization of social reward in intervention of a range of adverse psychological and physiological responses caused by stress.

背景作为两种典型的社会奖励类型,价值肯定和情感支持都可以减轻急性应激反应,但它们是否会通过不同的神经通路影响应激回路的功能和调节尚不清楚。方法将62名参与者随机分配到价值肯定、情感支持和无奖励条件下,然后对他们进行改编版的ScanSTRESS范式。研究人员测量了参与者对不可控性和社会评价威胁的主观报告,以探讨社会奖励在行为层面上对压力的缓解作用。同时,我们还比较了不同社交奖赏条件下参与者对压力的急性唾液皮质醇反应。此外,我们还计算了表现(与放松)和奖励(与非奖励)的线性对比,并使用心理生理学交互作用(PPI)分析来探讨社交奖励对压力回路功能和调节的影响。结果价值肯定和情感支持条件都能减少主观报告的不可控性和社会评价威胁,但不能减少皮质醇对压力的反应。此外,价值肯定通过增强丘脑激活来降低不可控性,而情感支持则通过增强丘脑激活来降低社会评价威胁。更重要的是,与非奖赏条件相比,在应激状态下,价值肯定增强了正仓-海马和正仓-角回(AG)的功能连接,而情感支持增强了正仓-前额叶外侧皮层(vlPFC)和正仓-颞极中的功能连接。这些研究结果表明,社会奖赏在干预压力引起的一系列不良心理和生理反应方面具有精确的分类作用。
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引用次数: 0
Exciting the social butterfly: Anodal cerebellar transcranial direct current stimulation modulates neural activation during predictive social mentalizing 激发 "社交蝴蝶":阳极小脑经颅直流电刺激调节预测性社交心理时的神经激活
IF 5.3 1区 心理学 Q1 PSYCHOLOGY, CLINICAL Pub Date : 2024-07-01 DOI: 10.1016/j.ijchp.2024.100480
Naem Haihambo , Meijia Li , Qianying Ma , Chris Baeken , Natacha Deroost , Kris Baetens , Frank Van Overwalle

Transcranial Direct Current Stimulation (tDCS) has emerged as a promising tool for enhancing social cognition. The posterior cerebellum, which is part of the mentalizing network, has been implicated in social processes. In our combined tDCS-fMRI study, we investigated the effects of offline anodal cerebellar tDCS on activation in the cerebellum during social action prediction. Forty-one participants were randomly assigned to receive either anodal (2 mA) or sham (0 mA) stimulation over the midline of the posterior cerebellum for 20 min. Twenty minutes post stimulation, participants underwent a functional MRI scan to complete a social action prediction task, during which they had to correctly order randomly presented sentences that described either actions of social agents (based on their personality traits) or events of objects (based on their characteristics). As hypothesized, our results revealed that participants who received anodal cerebellar tDCS exhibited increased activation in the posterior cerebellar Crus 2 and lobule IX, and in key cerebral mentalizing areas, including the medial prefrontal cortex, temporo-parietal junction, and precuneus. Contrary to our hypotheses, participants who received anodal stimulation demonstrated faster responses to non-social objects compared to social agents, while sham participants showed no significant differences. We did not find a significant relationship between electric field magnitude, neural activation and behavioral outcomes. These findings suggest that tDCS targeting the posterior cerebellum selectively enhances activation in social mentalizing areas, while only facilitating behavioral performance of non-social material, perhaps because of a ceiling effect due to familiarity with social processing.

经颅直流电刺激(tDCS)已成为一种很有前途的增强社会认知能力的工具。小脑后部是心智网络的一部分,与社会过程有关联。在我们的 tDCS-fMRI 联合研究中,我们调查了离线阳极小脑 tDCS 对社会行动预测过程中小脑激活的影响。41 名参与者被随机分配到小脑后部中线接受阳极(2 mA)或假(0 mA)刺激 20 分钟。刺激后 20 分钟,受试者接受功能性核磁共振成像扫描,完成社会行动预测任务,在此期间,他们必须对随机呈现的句子进行正确排序,这些句子要么描述了社会主体的行动(基于其个性特征),要么描述了物体的事件(基于其特征)。正如我们所假设的那样,我们的结果显示,接受了阳极小脑tDCS治疗的受试者小脑后部Crus 2和Iloule IX,以及包括内侧前额叶皮层、颞顶叶交界处和楔前叶在内的关键大脑思维区的激活程度有所提高。与我们的假设相反,接受阳极刺激的参与者对非社交对象的反应快于社交媒介,而假参与者则无明显差异。我们没有发现电场幅度、神经激活和行为结果之间有明显的关系。这些研究结果表明,以小脑后部为靶点的 tDCS 可选择性地增强社会心智化区域的激活,而只能促进非社会材料的行为表现,这可能是由于熟悉社会处理所产生的天花板效应。
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引用次数: 0
Development and validation of a nomogram for predicting intellectual disability in children with cerebral palsy 开发和验证用于预测脑瘫儿童智力残疾的提名图
IF 5.3 1区 心理学 Q1 PSYCHOLOGY, CLINICAL Pub Date : 2024-07-01 DOI: 10.1016/j.ijchp.2024.100493
Junying Yuan , Gailing Wang , Mengyue Li , Lingling Zhang , Longyuan He , Yiran Xu , Dengna Zhu , Zhen Yang , Wending Xin , Erliang Sun , Wei Zhang , Li Li , Xiaoli Zhang , Changlian Zhu

Objective

Intellectual disability (ID) is a prevalent comorbidity in children with cerebral palsy (CP), presenting significant challenges to individuals, families and society. This study aims to develop a predictive model to assess the risk of ID in children with CP.

Methods

We analyzed data from 885 children diagnosed with CP, among whom 377 had ID. Using least absolute shrinkage and selection operator regression, along with univariate and multivariate logistic regression, we identified key predictors for ID. Model performance was evaluated through receiver operating characteristic curves, calibration plots, and decision curve analysis (DCA). Bootstrapping validation was also employed.

Results

The predictive nomogram included variables such as preterm birth, CP subtypes, Gross Motor Function Classification System level, MRI classification category, epilepsy status and hearing loss. The model demonstrated strong discrimination with an area under the receiver operating characteristic curve (AUC) of 0.781 (95% CI: 0.7504-0.8116) and a bootstrapped AUC of 0.7624 (95% CI: 0.7216-0.8032). Calibration plots and the Hosmer-Lemeshow test indicated a good fit (χ2= 7.9061, p = 0.4427). DCA confirmed the model's clinical utility. The cases were randomly divided into test group and validation group at a 7:3 ratio, demonstrating strong discrimination, good fit and clinical utility; similar results were found when stratified by sex.

Conclusions

This predictive model effectively identifies children with CP at a high risk for ID, facilitating early intervention strategies. Stratified risk categories provide precise guidance for clinical management, aiming to optimize outcomes for children with CP by leveraging neuroplasticity during early childhood.

目的智力障碍(ID)是脑瘫(CP)儿童的一种普遍合并症,给个人、家庭和社会带来了巨大挑战。本研究旨在建立一个预测模型,以评估 CP 儿童患 ID 的风险。方法我们分析了 885 名确诊为 CP 的儿童的数据,其中 377 名儿童患有 ID。我们使用最小绝对缩减和选择算子回归,以及单变量和多变量逻辑回归,确定了 ID 的关键预测因素。通过接收者操作特征曲线、校准图和决策曲线分析(DCA)对模型的性能进行了评估。结果预测提名图包括早产、CP 亚型、粗大运动功能分类系统水平、MRI 分类类别、癫痫状态和听力损失等变量。该模型具有很强的区分度,接收者操作特征曲线下面积(AUC)为 0.781(95% CI:0.7504-0.8116),自引导 AUC 为 0.7624(95% CI:0.7216-0.8032)。校准图和 Hosmer-Lemeshow 检验表明拟合度良好(χ2= 7.9061,p = 0.4427)。DCA证实了该模型的临床实用性。将病例按 7:3 的比例随机分为测试组和验证组,结果表明该模型具有很强的区分度、良好的拟合度和临床实用性;按性别进行分层时,结果也类似。分层风险类别为临床管理提供了精确的指导,旨在通过利用幼儿期的神经可塑性,优化脊髓灰质炎患儿的预后。
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引用次数: 0
The paradox of social avoidance and the yearning for understanding: Elevated interbrain synchrony among socially avoidant individuals during expression of negative emotions 社交回避与渴望理解的悖论:社交回避者在表达负面情绪时脑间同步性升高
IF 5.3 1区 心理学 Q1 PSYCHOLOGY, CLINICAL Pub Date : 2024-07-01 DOI: 10.1016/j.ijchp.2024.100500
Xinmei Deng , Xiaomin Chen , Jiao Wang

Social avoidance refers to the tendency to be alone and non-participating to social interactions, which is considered to hamper health interpersonal relationship. However, the neural underpinnings of social and emotional interactions among social avoidant individuals have not been fully studied. In the present study, we used EEG hyperscanning technology to investigate the brain activity and its synchronization of 25 socially avoidant dyads and 28 comparison dyads during an emotional communication task. The emotional communication task consisted of the emotional processing stage and emotional interaction stage. Event-related potentials (ERPs) of the senders during the emotional processing stage and the interbrain synchrony (IBS) of the dyads during the emotional interaction stage were analyzed. Results showed that (1) socially avoidant group showed higher beta, theta and gamma IBS in the negative condition than in the positive and neutral condition; (2) in positive condition, the N1 and LPP amplitudes during the emotional processing stage of socially avoidant individuals were negatively correlated with the IBS within dyads during the emotional communication stage. The findings suggest that the dysfunctional emotional interaction of social avoidant individuals may be attributed to the negative impact of emotional stimuli processing during emotional communication.

社交回避指的是倾向于独处和不参与社交互动,这被认为会妨碍健康的人际关系。然而,社交回避者的社交和情感互动的神经基础尚未得到充分研究。在本研究中,我们使用脑电图超扫描技术研究了 25 个社交回避者和 28 个对比者在情感交流任务中的大脑活动及其同步性。情感交流任务包括情感处理阶段和情感互动阶段。研究分析了情感处理阶段发送者的事件相关电位(ERP)和情感互动阶段双人的脑间同步(IBS)。结果显示:(1) 社交回避群体在消极状态下的β、θ和γ脑间同步电位高于积极和中性状态下的β、θ和γ脑间同步电位;(2) 在积极状态下,社交回避个体在情绪处理阶段的N1和LPP振幅与情感交流阶段的双人脑间同步电位呈负相关。研究结果表明,社交回避者的情感互动功能障碍可能是由于情感交流过程中情感刺激处理的负面影响造成的。
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引用次数: 0
Chronic academic stress improves attentional control: Behavioral and electrophysiological evidence 慢性学习压力会改善注意力控制:行为学和电生理学证据
IF 5.3 1区 心理学 Q1 PSYCHOLOGY, CLINICAL Pub Date : 2024-07-01 DOI: 10.1016/j.ijchp.2024.100484
Mingming Qi, Ru Gai, Yuxi Wang, Heming Gao

Background

Detecting and responding to target objects in the visual environment is a key factor in goal-directed behavior. Exposure to chronic stress often results in alterations of prefrontal cortex (PFC) function, which may impact PFC-dependent selective attention process. This study aimed to investigate the effect of chronic academic stress on attentional control process.

Method

Both the stress group and the control group performed an arrow-based version of the Eriksen Flanker task. Event-related potentials (ERP) were recorded while the participants performed the task.

Results

The behavioural results exhibited decreased Flanker RT effect for the stress group compared to the control group, suggesting a reduced interference under stress. The ERP results showed that stress group showed decreased frontal N2 but increased early P3 and late P3/LPC activities compared to the control group. These results suggest reduced conflict monitoring but increased conflict resolution process under stress.

Conclusions

The chronic academic stress improves attentional control by reducing the conflict monitoring and enhancing conflict resolution processes.

背景检测视觉环境中的目标对象并对其做出反应是目标定向行为的一个关键因素。长期暴露于压力下往往会导致前额叶皮层(PFC)功能的改变,这可能会影响依赖于前额叶皮层的选择性注意过程。本研究旨在探讨长期学业压力对注意力控制过程的影响。方法压力组和对照组均进行基于箭头的埃里克森侧翼任务。结果行为结果显示,与对照组相比,压力组的Flanker RT效应下降,这表明压力下的干扰减少了。ERP结果显示,与对照组相比,压力组的额叶N2减少,但早期P3和晚期P3/LPC活动增加。这些结果表明,在压力下,冲突监控减少了,但冲突解决过程增加了。
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引用次数: 0
Bright light therapy-induced improvements of mood, cognitive functions and cerebellar functional connectivity in subthreshold depression: A randomized controlled trial 强光疗法可改善阈下抑郁症患者的情绪、认知功能和小脑功能连接:随机对照试验
IF 5.3 1区 心理学 Q1 PSYCHOLOGY, CLINICAL Pub Date : 2024-07-01 DOI: 10.1016/j.ijchp.2024.100483
Guanmao Chen , Zixuan Guo , Pan Chen , Zibin Yang , Hong Yan , Shilin Sun , Wenhao Ma , Yuan Zhang , Zhangzhang Qi , Wenjie Fang , Lijun Jiang , Qian Tao , Ying Wang

Background

The efficacy of bright light therapy (BLT) in ameliorating depression has been validated. The present study is to investigate the changes of depressive symptoms, cognitive function and cerebellar functional connectivity (FC) following BLT in individuals with subthreshold depression (StD).

Method

Participants were randomly assigned to BLT group (N = 47) or placebo (N = 41) in this randomized controlled trial between March 2020 and June 2022. Depression severity and cognitive function were assessed, as well as resting-state functional MRI scan was conducted before and after 8-weeks treatment. Seed-based whole-brain static FC (sFC) and dynamic FC (dFC) analyses of the bilateral cerebellar subfields were conducted. Besides, a multivariate regression model examined whether baseline brain FC was associated with changes of depression severity and cognitive function during BLT treatment.

Results

After 8-week BLT treatment, individuals with StD showed improved depressive symptoms and attention/vigilance cognitive function. BLT also increased sFC between the right cerebellar lobule IX and left temporal pole, and decreased sFC within the cerebellum, and dFC between the right cerebellar lobule IX and left medial prefrontal cortex. Moreover, the fusion of sFC and dFC at baseline could predict the improvement of attention/vigilance in response to BLT.

Conclusions

The current study identified that BLT improved depressive symptoms and attention/vigilance, as well as changed cerebellum-DMN connectivity, especially in the cerebellar-frontotemporal and cerebellar internal FC. In addition, the fusion features of sFC and dFC at pre-treatment could serve as an imaging biomarker for the improvement of attention/vigilance cognitive function after BLT in StD.

背景亮光疗法(BLT)在改善抑郁症方面的疗效已得到验证。本研究旨在探讨阈下抑郁症(StD)患者接受亮光疗法后抑郁症状、认知功能和小脑功能连接(FC)的变化。评估抑郁严重程度和认知功能,并在8周治疗前后进行静息态功能磁共振成像扫描。对双侧小脑亚场进行了基于种子的全脑静态FC(sFC)和动态FC(dFC)分析。结果经过8周的BLT治疗后,StD患者的抑郁症状和注意力/警觉认知功能均有所改善。BLT还增加了右侧小脑第九小叶与左侧颞极之间的sFC,降低了小脑内的sFC和右侧小脑第九小叶与左侧内侧前额叶皮层之间的dFC。结论 目前的研究发现,BLT改善了抑郁症状和注意力/警觉性,并改变了小脑-DMN连通性,尤其是小脑-额颞叶和小脑内部FC。此外,治疗前sFC和dFC的融合特征可作为StD患者BLT治疗后注意力/警觉认知功能改善的影像生物标志物。
{"title":"Bright light therapy-induced improvements of mood, cognitive functions and cerebellar functional connectivity in subthreshold depression: A randomized controlled trial","authors":"Guanmao Chen ,&nbsp;Zixuan Guo ,&nbsp;Pan Chen ,&nbsp;Zibin Yang ,&nbsp;Hong Yan ,&nbsp;Shilin Sun ,&nbsp;Wenhao Ma ,&nbsp;Yuan Zhang ,&nbsp;Zhangzhang Qi ,&nbsp;Wenjie Fang ,&nbsp;Lijun Jiang ,&nbsp;Qian Tao ,&nbsp;Ying Wang","doi":"10.1016/j.ijchp.2024.100483","DOIUrl":"https://doi.org/10.1016/j.ijchp.2024.100483","url":null,"abstract":"<div><h3>Background</h3><p>The efficacy of bright light therapy (BLT) in ameliorating depression has been validated. The present study is to investigate the changes of depressive symptoms, cognitive function and cerebellar functional connectivity (FC) following BLT in individuals with subthreshold depression (StD).</p></div><div><h3>Method</h3><p>Participants were randomly assigned to BLT group (<em>N</em> = 47) or placebo (<em>N</em> = 41) in this randomized controlled trial between March 2020 and June 2022. Depression severity and cognitive function were assessed, as well as resting-state functional MRI scan was conducted before and after 8-weeks treatment. Seed-based whole-brain static FC (sFC) and dynamic FC (dFC) analyses of the bilateral cerebellar subfields were conducted. Besides, a multivariate regression model examined whether baseline brain FC was associated with changes of depression severity and cognitive function during BLT treatment.</p></div><div><h3>Results</h3><p>After 8-week BLT treatment, individuals with StD showed improved depressive symptoms and attention/vigilance cognitive function. BLT also increased sFC between the right cerebellar lobule IX and left temporal pole, and decreased sFC within the cerebellum, and dFC between the right cerebellar lobule IX and left medial prefrontal cortex. Moreover, the fusion of sFC and dFC at baseline could predict the improvement of attention/vigilance in response to BLT.</p></div><div><h3>Conclusions</h3><p>The current study identified that BLT improved depressive symptoms and attention/vigilance, as well as changed cerebellum-DMN connectivity, especially in the cerebellar-frontotemporal and cerebellar internal FC. In addition, the fusion features of sFC and dFC at pre-treatment could serve as an imaging biomarker for the improvement of attention/vigilance cognitive function after BLT in StD.</p></div>","PeriodicalId":47673,"journal":{"name":"International Journal of Clinical and Health Psychology","volume":"24 3","pages":"Article 100483"},"PeriodicalIF":5.3,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1697260024000486/pdfft?md5=787124716898cb45d8f7284ba55a6c6d&pid=1-s2.0-S1697260024000486-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141582803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using an interactive web application to identify pre-exposure prophylaxis adherence among men who have sex with men 利用交互式网络应用程序确定男男性行为者是否坚持暴露前预防措施
IF 5.3 1区 心理学 Q1 PSYCHOLOGY, CLINICAL Pub Date : 2024-07-01 DOI: 10.1016/j.ijchp.2024.100490
Bing Lin , Shihan Feng , Jiaxiu Liu , Kangjie Li , Guiqian Shi , Xiaoni Zhong

Background

Men who have sex with men (MSM) are at a high risk for HIV infection. While pre-exposure prophylaxis (PrEP) is an effective oral preventive strategy, its success is largely dependent on consistent medication adherence.

Objective

The aim of this study was to develop the machine learning web application and evaluate the performance in predicting PrEP adherence.

Methods

The PrEP prospective cohort study of the MSM population conducted in Western China from 2019 to 2023, and we collected adherence data and personal characteristics data from 747 MSM. Predictor variables were screened and the performance of several machine learning methods in predicting nonadherent behaviors were compared.

Results

A total of 11 candidate variables were screened that predicted nonadherent behaviors. We developed and evaluated five machine learning models that performed well in predicting adherence. Attitudes of male sexual partners, self-efficacy, HIV testing, number of male sexual partners, and risk perception were the most important predictors of adherence. The optimal prediction model was displayed in a shiny web application for online calculation of the probability of occurrence of nonadherent behaviors among MSM.

Conclusions

Machine learning performed well in predicting nonadherent behaviors among MSM. An interactive and intuitive web application can help identify individuals who may have nonadherent behaviors, resulting in improved medication adherence and increased prevention efficacy.

男男性行为者(MSM)是艾滋病毒感染的高危人群。虽然暴露前预防(PrEP)是一种有效的口服预防策略,但其成功与否在很大程度上取决于是否坚持服药。本研究旨在开发机器学习网络应用程序,并评估其在预测PrEP依从性方面的性能。从2019年到2023年,我们在中国西部开展了针对MSM人群的PrEP前瞻性队列研究,收集了747名MSM的依从性数据和个人特征数据。我们筛选了预测变量,并比较了几种机器学习方法在预测非依从行为方面的性能。共筛选出 11 个可预测不依从行为的候选变量。我们开发并评估了五个机器学习模型,这些模型在预测依从性方面表现出色。男性性伴侣的态度、自我效能感、HIV 检测、男性性伴侣的数量和风险认知是预测依从性的最重要因素。最佳预测模型显示在一个闪亮的网络应用程序中,用于在线计算男男性行为者不依从行为发生的概率。机器学习在预测 MSM 不依从行为方面表现良好。交互式直观网络应用程序可帮助识别可能有不依从行为的人,从而改善服药依从性并提高预防效果。
{"title":"Using an interactive web application to identify pre-exposure prophylaxis adherence among men who have sex with men","authors":"Bing Lin ,&nbsp;Shihan Feng ,&nbsp;Jiaxiu Liu ,&nbsp;Kangjie Li ,&nbsp;Guiqian Shi ,&nbsp;Xiaoni Zhong","doi":"10.1016/j.ijchp.2024.100490","DOIUrl":"10.1016/j.ijchp.2024.100490","url":null,"abstract":"<div><h3>Background</h3><p>Men who have sex with men (MSM) are at a high risk for HIV infection. While pre-exposure prophylaxis (PrEP) is an effective oral preventive strategy, its success is largely dependent on consistent medication adherence.</p></div><div><h3>Objective</h3><p>The aim of this study was to develop the machine learning web application and evaluate the performance in predicting PrEP adherence.</p></div><div><h3>Methods</h3><p>The PrEP prospective cohort study of the MSM population conducted in Western China from 2019 to 2023, and we collected adherence data and personal characteristics data from 747 MSM. Predictor variables were screened and the performance of several machine learning methods in predicting nonadherent behaviors were compared.</p></div><div><h3>Results</h3><p>A total of 11 candidate variables were screened that predicted nonadherent behaviors. We developed and evaluated five machine learning models that performed well in predicting adherence. Attitudes of male sexual partners, self-efficacy, HIV testing, number of male sexual partners, and risk perception were the most important predictors of adherence. The optimal prediction model was displayed in a shiny web application for online calculation of the probability of occurrence of nonadherent behaviors among MSM.</p></div><div><h3>Conclusions</h3><p>Machine learning performed well in predicting nonadherent behaviors among MSM. An interactive and intuitive web application can help identify individuals who may have nonadherent behaviors, resulting in improved medication adherence and increased prevention efficacy.</p></div>","PeriodicalId":47673,"journal":{"name":"International Journal of Clinical and Health Psychology","volume":"24 3","pages":"Article 100490"},"PeriodicalIF":5.3,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1697260024000553/pdfft?md5=91f8f92cdf511192f75a5b7b2f7380e9&pid=1-s2.0-S1697260024000553-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141941172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The role of sexual communication in the relationship between emotion regulation and sexual functioning in women: The impact of age and relationship status 性交流在女性情绪调节和性功能之间关系中的作用:年龄和关系状况的影响
IF 5.3 1区 心理学 Q1 PSYCHOLOGY, CLINICAL Pub Date : 2024-07-01 DOI: 10.1016/j.ijchp.2024.100482
Giorgio Falgares , Giulia Costanzo , Lilybeth Fontanesi , Maria Cristina Verrocchio , Franco Bin , Daniela Marchetti

Objective

The aim of this study was to investigate sexual communication as a mechanism involved in the link between emotion regulation and sexual functioning in a sample of adult women, also testing the moderating role of relationship status and age in this association.

Method

1344 sexually active cisgender women (aged 18–57, M = 27.34; SD= 6.484) were recruited from March 30, 2021, to April 12, 2021, through an online survey. From the initial sample, 1280 women were retained and included in the analysis. Participants were asked to respond to three self-report questionnaires: the Difficulties in Emotion Regulation Scale (DERS), the Communication subscale of the Sexual Satisfaction Scale for Women (SSS-W), and the Female Sexual Function Index (FSFI).

Results

We found that sexual communication mediated the link between emotion regulation abilities and female sexual functioning. Moreover, we found that age, but not relationship status, moderated the association between emotion regulation and sexual communication, so that older women with difficulties in emotion regulation processes showed worse sexual communication abilities as compared to younger women.

Conclusions

According to this study's results, clinicians and sexual therapists should carefully consider emotion regulation abilities and sexual communication as crucial factors in promoting women's sexual well-being.

本研究的目的是在成年女性样本中调查性交流作为情绪调节和性功能之间联系的一种机制,同时检验关系状态和年龄在这种联系中的调节作用。2021 年 3 月 30 日至 2021 年 4 月 12 日,通过在线调查招募了 1344 名性活跃的顺性别女性(年龄在 18-57 岁之间,=27.34;SD=6.484)。从最初的样本中,保留了 1280 名女性并将其纳入分析。参与者被要求回答三份自我报告问卷:情绪调节困难量表(DERS)、女性性满意度量表(SSS-W)分量表和女性性功能指数(FSFI)。我们发现,性交流在情绪调节能力和女性性功能之间起到了中介作用。此外,我们还发现年龄(而非关系状况)调节了情绪调节与性交流之间的关系,因此与年轻女性相比,在情绪调节过程中遇到困难的老年女性的性交流能力更差。根据这项研究的结果,临床医生和性治疗师应仔细考虑情绪调节能力和性交流,将其作为促进女性性健康的关键因素。
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引用次数: 0
期刊
International Journal of Clinical and Health Psychology
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