psychotic-like experiences

类似精神病的经历
  • 文章类型: Journal Article
    背景:精神病样经历(PLE)是精神病连续性的一部分,在普通人群中很常见。虽然这些经历大多是短暂的,它们与各种不良心理结局的风险增加密切相关.焦虑和抑郁症状也经常发生在青少年人群中。许多研究先前已经证明了这两种症状与PLE之间的相关性。然而,很少有调查研究是什么影响了这种联系,性和韧性可能是重要的调节因素。
    方法:本研究选取了上海一所大学一年级学生的样本。共有2970名青少年完成了测量社会人口统计学特征的问卷,SCL-90的焦虑/抑郁症状,CD-RISC的复原力,和PQ-16自我报告的PLE。
    结果:研究结果表明,样本中普遍存在PLE,在42.5%的个体中存在至少一个PQ-16项目。焦虑/抑郁症状与PLEs显著相关,并且这种关联存在性别差异(p<0.001)。更重要的是,男性的这种关系比女性强。此外,我们发现心理弹性与焦虑/抑郁症状之间存在显著的交互作用(p<0.001)。那些有较强弹性的人显示出PSE与焦虑和抑郁症状之间的联系相当弱。
    结论:这些发现可能为有针对性的新临床干预措施的发展提供潜在信息。
    BACKGROUND: Psychotic-like experiences (PLEs) are a part of the continuum of psychosis and are common in the general population. While most of these experiences are transient, they are strongly correlated with an increased risk of various adverse psychological outcomes. Anxiety and depressive symptoms also occur frequently in the adolescent population. Much research has previously demonstrated a correlation between these two symptoms and PLEs. However, few investigations have examined what influences this association, and sex and resilience may be important moderators.
    METHODS: This study selected a sample of first-year students from a university in Shanghai. A total of 2970 adolescents completed questionnaires measuring sociodemographic characteristics, anxiety/depressive symptoms by SCL-90, resilience by CD-RISC, and self-reported PLEs by PQ-16.
    RESULTS: The findings indicated that PLEs were prevalent in the sample, with at least one PQ-16 item present in 42.5% of individuals. Anxiety/depressive symptoms were significantly associated with PLEs, and there was a sex difference in this association (p < 0.001). What is more, this relationship was stronger in males than in females. Additionally, we found a significant interaction (p < 0.001) between resilience and anxiety/depressive symptoms when looking at the correlates of PLEs. Those with stronger resilience showed a considerably weaker connection between PLEs and symptoms of anxiety and depression.
    CONCLUSIONS: These findings can potentially inform the development of targeted new clinical interventions.
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  • 文章类型: Journal Article
    目的:持续痛苦的精神病样经历(PLE)与功能受损和未来的精神病理学有关。先前的研究表明,身体活动可能对精神病理学具有保护作用。然而,目前尚不清楚体育活动在精神病的发展中是否可能与遗传相互作用。
    方法:本研究纳入了4679名来自欧洲血统的青少年脑认知发育研究参与者。持续困扰的PLE是使用四年的数据从Prodromal-Questionnaire-BriefChild版本得出的。广义线性混合模型测试了精神分裂症多基因风险评分(PRS-SCZ)之间的关联,身体活动,和PLE。模型根据年龄进行了调整,性别,父母教育,收入需求比,精神病家族史,身体质量指数,青春期状态,PRS-SCZ的主成分,研究地点,和家庭。
    结果:PRS-SCZ与持续性痛苦PLE的更大风险相关(调整后相对风险比(RRR)=1.14,95%CI[1.04,1.24],P=.003)。体力活动与持续性痛苦PLE的风险较低相关(调整后的RRR=0.87,95%CI[0.79,0.96],P=.008)。此外,体育活动缓和了PRS-SCZ与持续痛苦的PLE之间的关联(调整后的RRR=0.89,95%CI[0.81,0.98],P=.015),因此,随着参与者更多地参与体育活动,协会变得更弱。
    结论:这些研究结果表明,遗传倾向和身体活动之间的相互作用与令人痛苦的PLE的轨迹相关。需要进一步的研究来了解精神分裂症在精神病发展中的身体活动和遗传责任的机制。
    OBJECTIVE: Persistent distressing psychotic-like experiences (PLE) are associated with impaired functioning and future psychopathology. Prior research suggests that physical activities may be protective against psychopathology. However, it is unclear whether physical activities may interact with genetics in the development of psychosis.
    METHODS: This study included 4679 participants of European ancestry from the Adolescent Brain Cognitive Development Study. Persistent distressing PLE was derived from the Prodromal-Questionnaire-Brief Child Version using four years of data. Generalized linear mixed models tested the association between polygenic risk score for schizophrenia (PRS-SCZ), physical activities, and PLE. The models adjusted for age, sex, parental education, income-to-needs ratio, family history of psychosis, body mass index, puberty status, principal components for PRS-SCZ, study site, and family.
    RESULTS: PRS-SCZ was associated with a greater risk for persistent distressing PLE (adjusted relative risk ratio (RRR) = 1.14, 95% CI [1.04, 1.24], P = .003). Physical activity was associated with less risk for persistent distressing PLE (adjusted RRR = 0.87, 95% CI [0.79, 0.96], P = .008). Moreover, physical activities moderated the association between PRS-SCZ and persistent distressing PLE (adjusted RRR = 0.89, 95% CI [0.81, 0.98], P = .015), such that the association was weaker as participants had greater participation in physical activities.
    CONCLUSIONS: These findings demonstrate that the interaction between genetic liability and physical activities is associated with trajectories of distressing PLE. Further research is needed to understand the mechanisms of physical activities and genetic liability for schizophrenia in the development of psychosis.
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  • 文章类型: Journal Article
    背景:类似精神病的经历(PLE),包括幻觉和妄想,通常存在于健康人群中,和他们的坚持,质量,严重程度与精神疾病的发展有关,包括精神分裂症和其他不良的社会心理后果。城市化,抑郁症,和其他社会心理压力源与PLE有关。然而,拉丁美洲(LATAM)国家的PLE证据仍然很少,智利没有关于PLE的研究。这项研究的主要目的是根据健康的其他社会决定因素,在全国代表性样本中描述PLE的患病率。
    方法:分析了智利国家健康调查(ENS2016-2017)的最新结果。PLE来自综合国际诊断访谈(CIDI)3.0,并包含在本调查中。其他社会心理变量(年龄,性别,教育水平,财务压力,抑郁症状,和城市化)也包括在内进行进一步分析。排除标准为(1)>=65岁和<18岁,和(2)以前诊断或治疗精神分裂症或双相情感障碍。描述性统计被用来描述数据,和Poisson回归模型对变量进行加权,并发现与PLEs的心理社会相关性。
    结果:本研究考虑了2095名受试者(女性62.9%,平均年龄=42.5,SD=13.5)。智利PLE(>=1PLE)的终生患病率为12.9%。视觉幻觉是最常见的PLE(9.6%),参考的想法是最不常见的(0.4%)。泊松回归模型显示,与非大城市相比,大康塞普西翁城市(OR=2.56)和大瓦尔帕莱索城市(OR=1.69)的PLE患病率更高。另一方面,与其他年龄组相比,18~24岁组的PLEs患病率较高.与教育状况没有相关性,财务压力,或抑郁症状。
    结论:在智利普通人群中发现了相对较高的PLE患病率,特别是生活在大城市地区的年轻人(瓦尔帕莱索大区和康塞普西翁大区),这与以前的研究是一致的。考虑到低教育水平与经济或抑郁症状之间没有相关性,有必要进行更多的研究来关联其他城市相关变量,比如自然灾害,药物消费,以及家庭或邻里暴力。
    BACKGROUND: Psychotic-like experiences (PLEs), which include hallucinations and delusional experiences, are usually present in healthy populations, and their persistence, quality, and severity are associated with the development of psychiatric diseases, including schizophrenia and other poor psychosocial outcomes. Urbanicity, depression, and other psychosocial stressors have been associated with PLEs. However, evidence of PLEs in Latin American (LATAM) countries is still scarce, and there are no studies about PLEs in Chile. The main aim of this study is to describe the prevalence of PLEs in a nationally representative sample according to other social determinants of health.
    METHODS: The last results of the Chilean National Health Survey (ENS 2016-2017) were analyzed. PLEs were obtained from the Composite International Diagnostic Interview (CIDI) 3.0 and included in this survey. Other psychosocial variables (age, sex, educational level, financial stress, depressive symptoms, and urbanicity) were also included for further analysis. Exclusion criteria were (1) >  = 65 and < 18 years old, and (2) previous diagnosis or treatment for schizophrenia or bipolar disorder. Descriptive statistics were used to describe data, and Poisson regression models were performed to weight variables and find psychosocial correlations with PLEs.
    RESULTS: 2095 subjects were considered for this study (women 62.9% and mean age = 42.5, SD = 13.5). The lifetime prevalence of the PLEs (> = 1 PLE) in Chile was 12.9%. Visual hallucinations were the most common PLE (9.6%), and ideas of reference were the least common (0.4%). The Poisson regression model showed a higher prevalence of PLEs in the Gran Concepción conurbation (OR = 2.56) and Gran Valparaíso conurbation (OR = 1.69) compared with non-big cities. On the other hand, the 18-24 year group had higher PLEs prevalence compared to other age groups. No correlations were found with educational status, financial stress, or depressive symptoms.
    CONCLUSIONS: A relatively high prevalence of PLEs was found in the Chilean general population, particularly in youth living in large urban areas (Gran Valparaíso and Gran Concepción), which is compatible with previous research. Considering that there were no correlations between low educational level and financial or depressive symptoms, it is necessary to have more studies that correlate other urban relevant variables, such as natural disasters, drug consumption, and domestic or neighborhood violence.
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  • 文章类型: Journal Article
    背景:尽管在成年期,嗜睡性歧视和积极的精神病样经历(PLE)如亚临床可疑之间存在密切的关系,潜在的机制仍然不足。调查先前涉及创伤和阳性PLEs的机制-包括阴性自我模式,负-其他模式,感知压力,分离的经验,和外部控制源-可以告知种族歧视是否与其他社会压力源具有相似或不同的影响。
    方法:我们通过负自我模式检查了歧视(EOD)经验对可疑PLE和总阳性PLE的间接影响,负-其他模式,感知压力,分离的经验,和亚洲的外部控制源(nAsian=268),黑色(nBlack=301),和西班牙裔(西班牙裔=129)美国大学生。
    结果:在亚洲参与者中,结果表明,EOD对可疑PLEs和EOD通过感知压力对阳性PLEs有显著的间接影响,和EOD通过负自我模式向积极的PLEs。在西班牙裔参与者中,结果表明,通过分离经验,EOD对可疑PLEs和EOD对阳性PLEs具有显着的间接影响。在Black参与者中没有出现明显的机制,在模型中也没有观察到任何明显的直接影响,尽管他们报告了明显更多的种族歧视经历。
    结论:我们的研究结果表明,一些共同但潜在不同的机制有助于增加亚洲人的可疑PLE和阳性PLE,黑色,和西班牙裔大学生,结果因群体而异,与创伤和阳性PLEs的潜在机制相比,对暴露于种族歧视的大学生的PLE治疗有影响。
    BACKGROUND: Despite the robust relationship between ethnoracial discrimination and positive psychotic-like experiences (PLEs) like subclinical suspiciousness in adulthood, the underlying mechanisms remain underexamined. Investigating the mechanisms previously implicated in trauma and positive PLEs - including negative-self schemas, negative-other schemas, perceived stress, dissociative experiences, and external locus of control - may inform whether ethnoracial discrimination has similar or distinct effects from other social stressors.
    METHODS: We examined the indirect effects of experiences of discrimination (EOD) to suspicious PLEs and total positive PLEs through negative-self schemas, negative-other schemas, perceived stress, dissociative experiences, and external locus of control in Asian (nAsian = 268), Black (nBlack = 301), and Hispanic (nHispanic = 129) United States college students.
    RESULTS: Among Asian participants, results indicated a significant indirect effect of EOD to suspicious PLEs and EOD to positive PLEs via perceived stress, and EOD to positive PLEs via negative-self schemas. Among Hispanic participants, results indicated a significant indirect effect of EOD to suspicious PLEs and EOD to positive PLEs via dissociative experiences. No mechanisms appeared significant in Black participants nor were any significant direct effects observed across models, despite them reporting significantly greater experiences of ethnoracial discrimination.
    CONCLUSIONS: Our findings suggest some shared but potentially distinct mechanisms contribute to increased suspicious PLEs and positive PLEs in Asian, Black, and Hispanic college students, with results differing by group, compared to the mechanisms underlying trauma and positive PLEs, with implications for the treatment of PLEs in college students exposed to ethnoracial discrimination.
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  • 文章类型: Journal Article
    背景:非恢复性睡眠(NRS)是失眠的核心症状,对日常生活具有相当大的影响。然而,NRS与精神病样经历(PLE)之间的关联尚不清楚.本研究旨在探讨NRS与PLE之间的关系,以及反思和韧性在中国大学生中的中介/调节作用。
    方法:从9月21日至10月26日,从华南两所大学招募了3060名大学生,2022年。非恢复性睡眠量表,社区心理体验评估的8项积极子量表,反思反应量表,并采用10项Connor-Davidson弹性量表。进行了潜在概况分析和适度调解分析。
    结果:11.3%的参与者在过去1个月内报告了频繁的PLE。确定了三个反光性轮廓,并将其命名为“低反光性”组(27.7%),“中等反刍动物”组(55.3%),和“高度反省”组(16.9%)。NRS直接预测的PLE,反思性在NRS和PLEs之间起着重要的中介作用。弹性显着减弱了NRS与反思性之间的关联以及NRS与PLE之间的关联。
    结论:NRS,反思和弹性是PLE的重要预测因子。增加恢复性睡眠的策略,减少沉思,增强恢复力对预防PLE具有重要意义。
    BACKGROUND: Non-restorative sleep (NRS) is a core symptom of insomnia that has considerable consequences for daily life. However, the association between NRS and psychotic-like experiences (PLEs) remains unclear. The current study was designed to explore the relationship between NRS and PLEs as well as the mediation/moderation role of rumination and resilience among college students in China.
    METHODS: 3060 college students were recruited from two universities in South China from September 21st to October 26th, 2022. Non-restorative Sleep Scale, 8-item Positive Subscale of the Community Assessment of Psychic Experiences, Ruminative Response Scale, and 10-item Connor-Davidson Resilience Scale were administered. Latent profile analysis and moderated mediation analysis were performed.
    RESULTS: 11.3 % participants reported frequent PLEs in the past one month. Three profiles of rumination were identified and named as \"low rumination\" group (27.7 %), \"medium rumination\" group (55.3 %), and \"high rumination\" group (16.9 %). NRS directly predicted PLEs, and rumination played a significant mediation role between NRS and PLEs. Resilience significantly moderated the association between NRS and rumination as well as the association between NRS and PLEs.
    CONCLUSIONS: NRS, rumination and resilience are important predictors to PLEs. Strategies on increasing restorative sleep, decreasing rumination, and enhancing resilience are of great significance in the prevention of PLEs.
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  • 文章类型: Journal Article
    在普通人群中,孤独与精神病样经历(PLE)有关,但是这种关联的潜在机制知之甚少。理论模型,实证结果证实了这一点,表明偏见认知在孤独和精神病中的关键作用。这项研究测试了两种认知偏见-选择性关注威胁(ATB)和外部归因偏见(EAB)-是否解释了孤独与PLE之间的关联。
    从英国人口中在线招募了中老年人(40岁以上)的便利样本(n=357)。测试了以上述两个认知偏差为中介的平行中介模型。
    通过ATB(ab1=0.441,95%CI=[0.264,0.646])和EAB(ab2=0.354,95%CI[0.124,0.627]在孤独与PLE之间建立了调解作用。在控制了当前的焦虑和抑郁症状之后,该模型仍然很重要。
    在中年人和老年人样本中,更大的孤独感与更高的PLE率相关。ATB和EAB充分解释了这种关联,独立于目前的焦虑和抑郁症状。
    UNASSIGNED: Loneliness has been associated with psychotic-like experiences (PLEs) in the general population, but the mechanisms underlying this association are poorly understood. Theoretical models, corroborated by empirical findings, signify the key role of biased cognition in both loneliness and psychosis. This study tested whether two cognitive biases - Selective Attention to Threat (ATB) and External Attribution Bias (EAB) - account for the association between loneliness and PLEs.
    UNASSIGNED: A convenience sample (n = 357) of middle-aged and older adults (aged 40+) was recruited online from the UK population. The parallel mediation model with two the aforementioned cognitive biases as mediators was tested.
    UNASSIGNED: A mediation effect between loneliness and PLEs via ATB (ab1 = 0.441, 95% CI = [0.264, 0.646]) and EAB (ab2 = 0.354, 95% CI [0.124, 0.627] was established. This model remained significant after controlling for the current symptoms of anxiety and depression.
    UNASSIGNED: Greater loneliness was associated with a higher rate of PLEs in the sample of middle-aged and older adults. This association was fully explained by ATB and EAB, independent of the current symptoms of anxiety and depression.
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  • 文章类型: Journal Article
    背景:青春期的精神病样经历(PLE)可导致精神病。数字媒体使用已被建议链接到PLE,但随着时间的推移,不同类型的屏幕暴露可能与PLE有不同关系的研究有限。这项研究旨在研究青少年屏幕使用模式与PLE之间的纵向关联。
    方法:参与者包括11,876名9-12岁的青少年,作为青少年脑认知发展研究的一部分,每年进行评估。屏幕使用情况(电视、视频游戏,在线视频,社交媒体,发短信,视频聊天)和PLE通过自我报告进行评估。纵向网络分析模型被估计以检查屏幕使用类型和跨三个时间点的PLE之间的连接。
    结果:形成了两个集群,包括用于社交的数字媒体(例如,社交媒体/短信/视频聊天)和娱乐数字媒体(例如,在线视频/视频游戏/电视)。发短信和在线视频在每个时间点都具有最高的中心性,表明在网络中的重要性。幻觉和注意力不集中的PLE症状比其他症状表现出更高的中心性。在线视频和电视是屏幕使用和PLE之间有影响力的桥梁。9-10岁和10-12岁之间的网络结构显着不同,但是随着时间的推移,全球实力没有改变。
    结论:结果强调了了解特定屏幕使用类型与PLE症状之间关联的重要性。随着时间的推移,短信和在线视频的使用在青少年PLE的发展中似乎最有影响力。研究结果可以为有针对性的干预措施提供信息,以促进健康的屏幕习惯并减少高危青年的PLE。
    BACKGROUND: Psychotic-like experiences (PLEs) during adolescence can lead to psychotic disorders. Digital media usage has been suggested to link to PLEs, but research is limited on how different types of screen exposure may differentially relate to PLEs over time. This study aimed to examine longitudinal associations between screen usage patterns and PLEs in adolescents.
    METHODS: Participants comprised 11,876 adolescents assessed annually from ages 9-12 years as part of the Adolescent Brain Cognitive Development study (ABCD). Screen usage (TV, video games, online video, social media, texting, video chat) and PLEs were assessed via self-report. Longitudinal network analysis models were estimated to examine connections between screen usage types and PLEs across three time points.
    RESULTS: Two clusters were formed, including digital media for socializing (e.g., social media/texting/video chat) and digital media for entertainment (e.g., online video/video games/TV). Texting and online video(s) had the highest centrality at each time point, suggesting importance in the network. PLE symptoms of hallucinations and concentration difficulties exhibited higher centrality than other symptoms. Online video and TV were influential bridges between screen usage and PLEs. Network structure significantly differed between ages 9-10 and 10-12 years, but global strength was unchanged over time.
    CONCLUSIONS: Results highlight the importance of understanding the associations between specific screen usage types and PLE symptoms. Texting and online video usage appear most influential in the development of adolescent PLEs over time. Findings can inform targeted interventions to promote healthy screen habits and reduce PLEs in at-risk youth.
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  • 文章类型: Journal Article
    背景:先前的研究建立了童年创伤和精神病之间的关联,但儿童创伤对HIV感染者(PLWH)精神病样经历(PLE)的影响以及这些关联中潜在的调节机制仍不清楚.
    目的:本研究旨在探讨儿童创伤对PLE的影响,以及污名和弹性在这种关系中的连锁调解作用。此外,我们探讨了当分别对幻觉经历(HE)和妄想经历(DE)进行建模时,上述关联是否不同.
    方法:样本包括333名门诊患者(95.2%为男性,法师=28.24±7.12)从湖南省招募的HIV感染者,中国;数据是通过横断面调查收集的。
    方法:使用SPSSPROCESS宏3.3软件检查了假设的链中介模型。
    结果:本研究检查了儿童创伤对HE和DE的各种影响机制。我们的研究结果表明,(a)儿童创伤直接对HEs产生负面影响,而病耻感和韧性的连锁中介效应无统计学意义。相反,(b)童年创伤对DEs没有直接影响,而是通过污名和复原力的连锁调解效应。
    结论:儿童创伤对HEs和DEs的两种不同途径的鉴定强调了在有儿童创伤史的PLWH中进行针对性预防和干预的重要性。
    BACKGROUND: Previous research established the associations between childhood trauma and psychosis, but the effects of childhood trauma on psychotic-like experiences (PLEs) among people living with HIV (PLWH) and the potential mediation mechanisms in these associations remain unclear.
    OBJECTIVE: This study aimed to investigate the effects of childhood trauma on PLEs, as well as the chain mediation roles of stigma and resilience in this relationship. Furthermore, we explored whether the aforementioned associations differed when hallucinatory experiences (HEs) and delusional experiences (DEs) were separately modeled.
    METHODS: The sample included 333 outpatients participants (95.2 % males, Mage = 28.24 ± 7.12) living with HIV recruited from Hunan Province, China; and data were collected with a cross-sectional survey.
    METHODS: The hypothesized chain mediation models were examined using SPSS PROCESS macro 3.3 software.
    RESULTS: Various influencing mechanisms of childhood trauma on HEs and DEs were examined in this study. Our results showed that, (a) childhood trauma directly exerted negative effect on HEs, while the chain mediation effect of stigma and resilience were not statistically significant. Conversely, (b) childhood trauma exerted no direct influence on DEs but rather through the chain mediation effect of stigma and resilience.
    CONCLUSIONS: The identification of two different routes between that childhood trauma can have on HEs and DEs highlighted the importance of tailored prevention and intervention among PLWH with a history of childhood trauma.
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  • 文章类型: Journal Article
    目标:先前的工作发现,在边缘化的种族和族裔群体中,类似精神病的经历(PLEs)得到了越来越多的认可。根据社会决定因素框架,边缘化群体暴露于社会环境风险因素的风险增加,包括系统性因素(例如,贫困和恶劣的住房条件),和社会压力源(例如,歧视)。我们研究了环境风险因素和压力在多大程度上解释了种族/族裔群体与PLE之间的关联。
    方法:分析包括11,876名9-10岁的青少年青少年大脑认知发育(ABCD)研究。中介模型评估了1年随访时的压力是否将基线环境风险与2年随访时的痛苦PLE间接相关。系列调解模型检查了环境风险和压力是否间接导致自我报告的痛苦的PLE中种族/族裔群体之间的差异。
    结果:通过主成分和中介分析,我们发现了环境风险之间联系的证据(例如,贫困和犯罪暴露)和令人痛苦的精神病样经历是由压力介导的。也有证据表明,黑人和西班牙裔群体中对令人痛苦的精神病样经历的更高认可是由更大的环境风险和更大的压力连续介导的。
    结论:分析提供的证据表明,边缘化种族和族裔认同与PLEs认可之间的关联部分反映了系统性社会环境因素的后遗症。研究结果表明,随着时间的推移,可能会干预环境风险因素,以减少累积压力。这反过来又可以缓冲PLE的发展。
    OBJECTIVE: Previous work has found increased endorsement of psychotic-like experiences (PLEs) among marginalized racial and ethnic groups. According to social determinants frameworks, marginalized groups are at increased risk for exposure to socio-environmental risk factors, including systemic factors (eg, poverty and poor housing conditions) and social stressors (eg, discrimination). We examine the extent to which environmental risk factors and stress account for associations between racial/ethnic groups with PLEs.
    METHODS: Analyses included 11,876 young adolescents 9 to 10 years of age from the Adolescent Brain Cognitive Development (ABCD) study. Mediation models assessed whether stress at 1-year follow-up indirectly linked baseline environmental risk to later distressing PLEs at 2-year follow-up. Serial mediation models examined whether environmental risk and stress indirectly accounted for variation among racial/ethnic groups in self-reported distressing PLEs.
    RESULTS: Through principal component and mediation analyses, we found evidence that the link between environmental risk (eg, poverty and exposure to crime) and distressing PLEs was mediated by stress. There was also evidence that higher endorsement of distressing PLEs within the Black and Hispanic groups was serially mediated by greater environmental risk and greater stress.
    CONCLUSIONS: The analyses provide evidence that the associations between marginalized racial and ethnic identities with the endorsement of PLEs partially reflects the sequelae of systemic socio-environmental factors. Findings suggest the potential for intervening upon environmental risk factors to target the reduction of cumulative stress over time, which may in turn buffer against the development of PLEs.
    CONCLUSIONS: Using longitudinal data from 11,876 young adolescents aged 9-10 from the Adolescent Brain Cognitive Development (ABCD) study, this study examined environmental (e.g., poverty) and stress-related factors (e.g., experiences of discrimination, childhood adversity) that are associated with psychotic-like experiences, and whether these factors explain racial/ethnic differences in psychotic-like experiences. The authors found evidence that the association between these environmental risk factors and psychotic-like experiences is partially explained by cumulative stress, and that differences in psychotic-like experiences across racial/ethnic groups were accounted for by both environmental risk factors and stress. Results highlight that systemic factors may explain higher levels of psychotic-like experiences among historically marginalized racial/ethnic groups. Findings suggest the potential for intervening upon modifiable risk factors to buffer against stress, and in turn, the development of psychotic-like experiences over time.
    UNASSIGNED: We worked to ensure sex and gender balance in the recruitment of human participants. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented sexual and/or gender groups in science. We actively worked to promote sex and gender balance in our author group. We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. We worked to ensure that the study questionnaires were prepared in an inclusive way.
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  • 文章类型: Journal Article
    背景:持续和痛苦将更有临床意义的精神病样经历(PLE)与不太可能与损害和/或需要护理相关的经历区分开来。识别在早期开发中区分临床相关PLEs的危险因素对于提高我们对这些经历的病因的理解很重要。机器学习分析检查了区分持续困扰的PLE的最重要的基线因素。
    方法:使用青少年脑认知发育研究的三个时间点(9-13岁)的PLE数据,具有持续性痛苦PLEs的个体(n=303),短暂性痛苦PLEs(n=374),并创建了人口统计学上匹配的低水平PLEs组。训练随机森林分类模型以区分持续性痛苦与低电平PLE,短暂的痛苦与低电平PLE,和持续的痛苦与短暂的痛苦的PLEs。使用确定的基线预测因子作为输入特征(即,认知,神经[皮质厚度,静息状态功能连接(RSFC)],发展里程碑的延迟,内化症状,不良儿童事件)。
    结果:区分持续性痛苦与痛苦的模型低水平的PLE显示出最高的准确性(测试样本准确性=69.33%;95%CI:61.29%-76.59%)。最重要的预测因素包括内在化症状,不良儿童事件,和认知功能。区分持久性与持久性的模型短暂性痛苦的PLEs通常表现不佳。
    结论:模型性能指标表明,虽然大多数重要因素在模型中重叠(例如,内化症状),不良儿童期事件对于预测持续性痛苦性PLEs尤为重要.机器学习分析被证明可用于区分最临床相关的组与最不临床相关的组,但显示出区分PLE持久性不同的临床相关组的能力有限。
    BACKGROUND: Persistence and distress distinguish more clinically significant psychotic-like experiences (PLEs) from those that are less likely to be associated with impairment and/or need for care. Identifying risk factors that identify clinically relevant PLEs early in development is important for improving our understanding of the etiopathogenesis of these experiences. Machine learning analyses were used to examine the most important baseline factors distinguishing persistent distressing PLEs.
    METHODS: Using Adolescent Brain Cognitive Development (ABCD) Study data on PLEs from 3 time points (ages 9-13 years), we created the following groups: individuals with persistent distressing PLEs (n = 305), individuals with transient distressing PLEs (n = 374), and individuals with low-level PLEs demographically matched to either the persistent distressing PLEs group (n = 305) or the transient distressing PLEs group (n = 374). Random forest classification models were trained to distinguish persistent distressing PLEs from low-level PLEs, transient distressing PLEs from low-level PLEs, and persistent distressing PLEs from transient distressing PLEs. Models were trained using identified baseline predictors as input features (i.e., cognitive, neural [cortical thickness, resting-state functional connectivity], developmental milestone delays, internalizing symptoms, adverse childhood experiences).
    RESULTS: The model distinguishing persistent distressing PLEs from low-level PLEs showed the highest accuracy (test sample accuracy = 69.33%; 95% CI, 61.29%-76.59%). The most important predictors included internalizing symptoms, adverse childhood experiences, and cognitive functioning. Models for distinguishing persistent PLEs from transient distressing PLEs generally performed poorly.
    CONCLUSIONS: Model performance metrics indicated that while most important factors overlapped across models (e.g., internalizing symptoms), adverse childhood experiences were especially important for predicting persistent distressing PLEs. Machine learning analyses proved useful for distinguishing the most clinically relevant group from the least clinically relevant group but showed limited ability to distinguish among clinically relevant groups that differed in PLE persistence.
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