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Adolescents' difficulties, strengths and feelings of insecurity: a cross-sectional descriptive survey in Finland. 青少年的困难、优势和不安全感:芬兰的一项横断面描述性调查
Pub Date : 2023-08-31 DOI: 10.1007/s44192-023-00043-4
Pinja Kokkonen, Christina Athanasopoulou, Helena Leino-Kilpi, Pauli Puukka, Evanthia Sakellari

The present study aimed to describe adolescents' self-reported emotional and behavioural strengths and difficulties, as well as their insecurity feeling. In addition, the aim was to examine the association with background characteristics, and explore the association between strengths and difficulties and insecurity factors. The study was conducted among 114 secondary school pupils in Finland, using an online questionnaire. Adolescents' emotional and behavioural difficulties and strengths, were mostly classified as normal. Strengths and Difficulties Questionnaire total score as well as internal and external score, were inversely associated with insecurity factors. Girls had significantly higher prosocial behavior compared to boys (P = 0.0007). The age of adolescents was found to be related to their internal difficulties (P = 0.02) and prosocial behavior (P = 0.01). Adolescent's perception of their family relations as poor was associated with external difficulties (P = 0.04). The current results, can be helpful for mental health professionals who work with adolescents in order to implement appropriate and needs specific mental health promotion interventions at individual but also community level. Finally, more research is needed to validate measures for insecurity. This will support mental health professionals in their clinical practice by providing them with all the important factors needed to support adolescents.

本研究旨在描述青少年自我报告的情绪和行为优势和困难,以及他们的不安全感。此外,目的是检验与背景特征的关联,并探索优势与困难以及不安全因素之间的关联。这项研究使用在线问卷对芬兰114名中学生进行。青少年的情绪和行为困难和长处大多被归类为正常。优势和困难问卷总分以及内外部得分与不安全因素呈负相关。女生的亲社会行为显著高于男生(P = 0.0007)。青少年的年龄与他们的内在困难有关(P = 0.02)和亲社会行为(P = 0.01)。青少年对家庭关系的不良认知与外部困难有关(P = 0.04)。目前的结果有助于与青少年合作的心理健康专业人员在个人和社区层面实施适当的、需要具体的心理健康促进干预措施。最后,还需要更多的研究来验证针对不安全的措施。这将为心理健康专业人员的临床实践提供支持,为他们提供支持青少年所需的所有重要因素。
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引用次数: 0
Whole Person Modeling: a transdisciplinary approach to mental health research. 全人模型:心理健康研究的跨学科方法。
Pub Date : 2023-08-24 DOI: 10.1007/s44192-023-00041-6
Daniel Felsky, Alyssa Cannitelli, Jon Pipitone

The growing global burden of mental illness has prompted calls for innovative research strategies. Theoretical models of mental health include complex contributions of biological, psychosocial, experiential, and other environmental influences. Accordingly, neuropsychiatric research has self-organized into largely isolated disciplines working to decode each individual contribution. However, research directly modeling objective biological measurements in combination with cognitive, psychological, demographic, or other environmental measurements is only now beginning to proliferate. This review aims to (1) to describe the landscape of modern mental health research and current movement towards integrative study, (2) to provide a concrete framework for quantitative integrative research, which we call Whole Person Modeling, (3) to explore existing and emerging techniques and methods used in Whole Person Modeling, and (4) to discuss our observations about the scarcity, potential value, and untested aspects of highly transdisciplinary research in general. Whole Person Modeling studies have the potential to provide a better understanding of multilevel phenomena, deliver more accurate diagnostic and prognostic tests to aid in clinical decision making, and test long standing theoretical models of mental illness. Some current barriers to progress include challenges with interdisciplinary communication and collaboration, systemic cultural barriers to transdisciplinary career paths, technical challenges in model specification, bias, and data harmonization, and gaps in transdisciplinary educational programs. We hope to ease anxiety in the field surrounding the often mysterious and intimidating world of transdisciplinary, data-driven mental health research and provide a useful orientation for students or highly specialized researchers who are new to this area.

精神疾病的全球负担日益加重,促使人们呼吁采取创新的研究策略。心理健康的理论模型包括生物、社会心理、经验和其他环境影响的复杂贡献。因此,神经精神病学研究已经自我组织成很大程度上孤立的学科,致力于解码每个个体的贡献。然而,与认知、心理、人口统计学或其他环境测量相结合,直接模拟客观生物测量的研究现在才开始激增。本综述旨在(1)描述现代心理健康研究的景观和当前走向整合研究的趋势;(2)为定量整合研究提供一个具体框架,我们称之为“全人建模”;(3)探索全人建模中现有的和新兴的技术和方法;(4)讨论我们对高度跨学科研究的稀缺性、潜在价值和未经检验的方面的观察。全人模型研究有潜力提供对多层次现象的更好理解,提供更准确的诊断和预后测试,以帮助临床决策,并测试长期存在的精神疾病理论模型。目前的一些进步障碍包括跨学科沟通和合作的挑战,跨学科职业道路的系统性文化障碍,模型规范、偏见和数据协调方面的技术挑战,以及跨学科教育计划中的差距。我们希望能够缓解跨学科、数据驱动的心理健康研究这个神秘而令人生畏的领域的焦虑,并为刚进入这一领域的学生或高度专业化的研究人员提供有用的指导。
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引用次数: 0
Interaction of the pre- and postnatal environment in the maternal immune activation model. 母体免疫激活模型中产前和产后环境的相互作用。
Pub Date : 2023-08-22 DOI: 10.1007/s44192-023-00042-5
Anna Gundacker, Laura Cuenca Rico, Peter Stoehrmann, Katharina E Tillmann, Ulrike Weber-Stadlbauer, Daniela D Pollak

Adverse influences during pregnancy are associated with a range of unfavorable outcomes for the developing offspring. Maternal psychosocial stress, exposure to infections and nutritional imbalances are known risk factors for neurodevelopmental derangements and according psychiatric and neurological manifestations later in offspring life. In this context, the maternal immune activation (MIA) model has been extensively used in preclinical research to study how stimulation of the maternal immune system during gestation derails the tightly coordinated sequence of fetal neurodevelopment. The ensuing consequence of MIA for offspring brain structure and function are majorly manifested in behavioral and cognitive abnormalities, phenotypically presenting during the periods of adolescence and adulthood. These observations have been interpreted within the framework of the "double-hit-hypothesis" suggesting that an elevated risk for neurodevelopmental disorders results from an individual being subjected to two adverse environmental influences at distinct periods of life, jointly leading to the emergence of pathology. The early postnatal period, during which the caregiving parent is the major determinant of the newborn´s environment, constitutes a window of vulnerability to external stimuli. Considering that MIA not only affects the developing fetus, but also impinges on the mother´s brain, which is in a state of heightened malleability during pregnancy, the impact of MIA on maternal brain function and behavior postpartum may importantly contribute to the detrimental consequences for her progeny. Here we review current information on the interaction between the prenatal and postnatal maternal environments in the modulation of offspring development and their relevance for the pathophysiology of the MIA model.

怀孕期间的不利影响与发育中的后代的一系列不利结果有关。母亲的社会心理压力、暴露于感染和营养失衡是已知的神经发育紊乱的危险因素,并在后代以后的生活中出现精神和神经方面的表现。在此背景下,母体免疫激活(MIA)模型已被广泛用于临床前研究,以研究妊娠期间母体免疫系统的刺激如何详细说明胎儿神经发育的紧密协调序列。MIA对后代大脑结构和功能的影响主要表现在行为和认知异常,表现在青春期和成年期。这些观察结果在“双重打击假说”的框架内得到了解释,该假说认为,神经发育障碍的风险升高是由于个体在生命的不同时期受到两种不利环境的影响,共同导致病理的出现。在产后早期,父母是新生儿环境的主要决定因素,构成了对外部刺激的脆弱性窗口。考虑到MIA不仅影响发育中的胎儿,还会影响母亲的大脑,而母亲的大脑在怀孕期间处于高度可塑状态,因此MIA对母亲产后大脑功能和行为的影响可能是对其后代不利影响的重要因素。在这里,我们回顾了目前关于产前和产后母亲环境在调节后代发育中的相互作用及其与MIA模型病理生理学的相关性的信息。
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引用次数: 0
Primary mental healthcare for older people in India: between stigmatization and community orientation. 印度老年人的初级精神保健:在污名化和社区取向之间
Pub Date : 2023-07-28 DOI: 10.1007/s44192-023-00040-7
Tom Kafczyk, Kerstin Hämel

Background: Questions of equitable access to primary mental healthcare (PMHC) for older persons in India have been examined mostly in terms of the coverage of services, although perceptions of mental health and old age and social norms at the community level should be considered in the shaping of PMHC approaches. The present qualitative study, therefore, examined how social perceptions and norms of mental health in old age are and should be considered in the design and implementation of primary healthcare approaches in India.

Methods: A secondary thematic analysis of semi-structured interviews with key stakeholders (n = 14) of PMHC in India was conducted.

Results: Four key themes emerged from the analysis, in which social perceptions and norms were discussed: (1) family participation and low threshold access to mental healthcare, (2) the position of community health workers as an important pillar of old age and mental health-sensitive community-based care, (3) the role of social cohesion and traditional values in fostering a positive and supportive community environment for old age mental health, and (4) the empowerment of communities, families and older persons through mental health education.

Conclusions: PMHC, with its focus on mental health promotion, could be an important anchor for combatting negative attitudes about mental health and old age. The findings presented in this study can inform age-sensitive policies and programmes for mental health in India and could inform future research on the subject.

背景:印度对老年人公平获得初级精神卫生保健的问题主要从服务覆盖率的角度进行了审查,尽管在制定初级精神卫生服务方法时应考虑社区层面对心理健康和老年的看法以及社会规范。因此,本定性研究考察了在印度设计和实施初级保健方法时,老年人的社会认知和心理健康规范是如何被考虑的 = 14) 对印度PMHC进行了调查。结果:分析中出现了四个关键主题,其中讨论了社会认知和规范:(1)家庭参与和获得心理保健的低门槛机会,(2)社区卫生工作者作为老年和心理健康敏感社区护理的重要支柱的地位,(3)社会凝聚力和传统价值观在为老年人心理健康营造积极和支持性的社区环境方面的作用,以及(4)通过心理健康教育赋予社区、家庭和老年人权力。结论:PMHC以促进心理健康为重点,可以成为对抗对心理健康和老年的负面态度的重要支柱。这项研究中的发现可以为印度对年龄敏感的心理健康政策和计划提供信息,也可以为未来的研究提供信息。
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引用次数: 0
A cross-sectional study of the relationship between depression status, health care coverage, and sexual orientation. 抑郁症状况、医疗保险覆盖率和性取向之间关系的横断面研究
Pub Date : 2023-06-29 DOI: 10.1007/s44192-023-00039-0
Yang Liu, Megan A O'Grady

Health care coverage is an important factor in receipt of behavioral healthcare. This study uses data from the New York City Community Health Survey to examine how sexual minority status impacts the relationship between depression status and having health care coverage. Approximately 10% of the sample (n = 9571; 47% 45+ years old; 35% White Non-Hispanic; 7% sexual minority) reported probable depression and low health care coverage. Compared to heterosexual participants, a greater proportion of sexual minority participants had low health care coverage (17% vs. 9%) and probable depression (19% vs. 9%). Logistic regression examining the association between probable depression status and health care coverage showed that those with probable depression have odds of low health care coverage that are were 3.08 times those who did not have probable depression; this relationship was not modified by sexual orientation. Continued research to understand the interplay of health care coverage, mental health, and sexual orientation is needed.

医疗保健覆盖率是获得行为医疗保健的一个重要因素。这项研究使用了纽约市社区健康调查的数据来研究性少数群体状况如何影响抑郁症状况和医疗保险之间的关系。大约10%的样本(n = 9571;47%45岁以上;35%为非西班牙裔白人;7%的性少数群体)报告可能患有抑郁症,医疗保健覆盖率低。与异性恋参与者相比,更大比例的性少数群体参与者的医疗保健覆盖率较低(17%对9%),可能患有抑郁症(19%对9%)。Logistic回归分析了可能的抑郁症状态和医疗保健覆盖率之间的关系,结果表明,可能患有抑郁症的人医疗保健覆盖度低的几率是没有可能患有抑郁症者的3.08倍;这种关系并没有因为性取向而改变。需要继续进行研究,以了解医疗保健覆盖率、心理健康和性取向之间的相互作用。
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引用次数: 0
Views on volunteering in mental health: a focus group study with mental health professionals and volunteers in Portugal. 对心理健康志愿服务的看法:葡萄牙心理健康专业人员和志愿者的焦点小组研究
Pub Date : 2023-06-22 DOI: 10.1007/s44192-023-00038-1
Mariana Pinto da Costa, Jaime Oliveira

Introduction: Volunteering has reported health benefits. However, little is known in Portugal about the views of mental health professionals and volunteers on volunteering in mental health care.

Methods: A qualitative secondary analysis of data from six focus groups with 28 participants was conducted in order to explore and compare the perspectives on volunteering in mental health of two stakeholders: mental health professionals and volunteers in Portugal.

Results: Four main themes arose: the nature of the volunteering relationship; volunteering has multiple aims; technology has potential for volunteering; and volunteering has its challenges. Although there were mostly commonalities between their views, some variability suggested that different stakeholders may consider different aspects of volunteering differently. Overall, stakeholders called for structured recruitment and support, training, defining boundaries and fighting the stigma of mental illness.

Conclusion: Despite the lack of volunteering tradition in mental health care in Portugal, volunteering programmes were perceived as an important resource for patients with mental illness.

引言:据报道,志愿服务对健康有益。然而,葡萄牙对心理健康专业人员和志愿者对心理健康护理志愿服务的看法知之甚少。方法:对来自6个重点小组的28名参与者的数据进行定性二次分析,以探索和比较两个利益相关者对心理健康志愿服务的看法:心理健康专业人员和葡萄牙志愿者;志愿服务有多种目的;技术具有志愿服务的潜力;志愿服务也有其挑战。尽管他们的观点大多有共性,但一些差异表明,不同的利益攸关方可能会对志愿服务的不同方面有不同的考虑。总的来说,利益相关者呼吁有组织的招聘和支持、培训、界定界限以及消除精神疾病的污名。结论:尽管葡萄牙在精神卫生保健方面缺乏志愿服务传统,但志愿服务方案被视为精神疾病患者的重要资源。
{"title":"Views on volunteering in mental health: a focus group study with mental health professionals and volunteers in Portugal.","authors":"Mariana Pinto da Costa,&nbsp;Jaime Oliveira","doi":"10.1007/s44192-023-00038-1","DOIUrl":"10.1007/s44192-023-00038-1","url":null,"abstract":"<p><strong>Introduction: </strong>Volunteering has reported health benefits. However, little is known in Portugal about the views of mental health professionals and volunteers on volunteering in mental health care.</p><p><strong>Methods: </strong>A qualitative secondary analysis of data from six focus groups with 28 participants was conducted in order to explore and compare the perspectives on volunteering in mental health of two stakeholders: mental health professionals and volunteers in Portugal.</p><p><strong>Results: </strong>Four main themes arose: the nature of the volunteering relationship; volunteering has multiple aims; technology has potential for volunteering; and volunteering has its challenges. Although there were mostly commonalities between their views, some variability suggested that different stakeholders may consider different aspects of volunteering differently. Overall, stakeholders called for structured recruitment and support, training, defining boundaries and fighting the stigma of mental illness.</p><p><strong>Conclusion: </strong>Despite the lack of volunteering tradition in mental health care in Portugal, volunteering programmes were perceived as an important resource for patients with mental illness.</p>","PeriodicalId":72827,"journal":{"name":"Discover mental health","volume":" ","pages":"12"},"PeriodicalIF":0.0,"publicationDate":"2023-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501020/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47747726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Temporal effects on death by suicide: empirical evidence and possible molecular correlates. 自杀死亡的时间效应:经验证据和可能的分子相关性
Pub Date : 2023-04-03 DOI: 10.1007/s44192-023-00035-4
R Bhagar, H Le-Niculescu, K Roseberry, K Kosary, C Daly, A Ballew, M Yard, G E Sandusky, A B Niculescu

Popular culture and medical lore have long postulated a connection between full moon and exacerbations of psychiatric disorders. We wanted to empirically analyze the hypothesis that suicides are increased during the period around full moons. We analyzed pre-COVID suicides from the Marion County Coroner's Office (n = 776), and show that deaths by suicide are significantly increased during the week of the full moon (p = 0.037), with older individuals (age ≥ 55) showing a stronger effect (p = 0.019). We also examined in our dataset which hour of the day (3-4 pm, p = 0.035), and which month of the year (September, p = 0.09) show the most deaths by suicide. We had blood samples on a subset of the subjects (n = 45), which enabled us to look at possible molecular mechanisms. We tested a list of top blood biomarkers for suicidality (n = 154) from previous studies of ours 7, to assess which of them are predictive. The biomarkers for suicidality that are predictive of death by suicide during full moon, peak hour of day, and peak month of year, respectively, compared to outside of those periods, appear to be enriched in circadian clock genes. For full moon it is AHCYL2, ACSM3, AK2, and RBM3. For peak hour it is GSK3B, AK2, and PRKCB. For peak month it is TBL1XR1 and PRKCI. Half of these genes are modulated in expression by lithium and by valproate in opposite direction to suicidality, and all of them are modulated by depression and alcohol in the same direction as suicidality. These data suggest that there are temporal effects on suicidality, possibly mediated by biological clocks, pointing to changes in ambient light (timing and intensity) as a therapeutically addressable target to decrease suicidality, that can be coupled with psychiatric pharmacological and addiction treatment preventive interventions.

长期以来,流行文化和医学知识一直认为满月和精神疾病恶化之间存在联系。我们想对满月前后自杀人数增加的假设进行实证分析。我们分析了马里恩县验尸官办公室(n = 776),并显示自杀死亡人数在满月的一周内显著增加(p = 0.037),与老年人(年龄 ≥ 55)显示出更强的效果(p = 0.019)。我们还在数据集中检查了一天中的哪个时间(下午3-4点,p = 0.035),以及一年中的哪个月(9月,p = 0.09)显示自杀死亡人数最多。我们对一部分受试者(n = 45),这使我们能够研究可能的分子机制。我们测试了一份关于自杀的顶级血液生物标志物列表(n = 154),以评估其中哪些是预测性的。与满月、一天中的高峰时间和一年中的高峰月之外相比,分别预测自杀死亡的自杀生物标志物似乎富含生物钟基因。满月是AHCYL2、ACSM3、AK2和RBM3。高峰时段为GSK3B、AK2和PRKCB。高峰月份为TBL1XR1和PRKCI。这些基因中有一半被锂和丙戊酸钠以与自杀相反的方向调节表达,所有这些基因都被抑郁症和酒精以与自杀相同的方向调节。这些数据表明,自杀有时间效应,可能是由生物钟介导的,表明环境光照(时间和强度)的变化是减少自杀的治疗目标,可以与精神药物和成瘾治疗预防干预相结合。
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引用次数: 0
Computational analysis of crosstalk between transcriptional regulators and RNA-binding proteins suggests mutual regulation of polycomb proteins and SRSF1 influencing adult hippocampal neurogenesis. 转录调控因子与rna结合蛋白之间的串扰计算分析表明,多梳蛋白和SRSF1相互调控影响成年海马神经发生
Pub Date : 2023-03-06 DOI: 10.1007/s44192-023-00034-5
M J Nishanth, Shanker Jha

Background: Adult hippocampal neurogenesis (AHN) is a clinically significant neural phenomenon. Understanding its molecular regulation would be important. In this regard, most studies have focused on transcriptional regulators (TRs), epigenetic modifiers, or non-coding RNAs. RNA-binding proteins (RBPs) have emerged as dominant molecular regulators. It would be significant to understand the potential cross-talk between RBPs and TRs, which could influence AHN.

Methods: The present study employed computational analyses to identify RBPs and TRs regulating AHN, followed by the analysis of their interaction networks and detection of hub proteins. Next, the potential mutual regulation of hub TRs and RBPs was analyzed. Additionally, hippocampal genes differentially expressed upon exercise were analyzed for potential regulation by the identified TRs and RBPs.

Results: 105 TRs and 26 RBPs were found to influence AHN, which could also form interactive networks. Polycomb complex proteins were among the TR network hubs, while HNRNP and SRSF family members were among the hub RBPs. Further, the polycomb complex proteins and SRSF1 could have a mutual regulatory relationship, suggesting a cross-talk between epigenetic/transcriptional and post-transcriptional regulatory pathways. A number of exercise-induced hippocampal genes were also found to be potential targets of the identified TRs and RBPs.

Conclusion: SRSF1 may influence post-transcriptional stability, localization, and alternative splicing patterns of polycomb complex transcripts, and the polycomb proteins may in turn epigenetically influence the SRSF1. Further experimental validation of these regulatory loops/networks could provide novel insights into the molecular regulation of AHN, and unravel new targets for disease-treatment.

背景:成人海马神经发生(AHN)是一种具有临床意义的神经现象。了解其分子调控非常重要。在这方面,大多数研究都集中在转录调节因子(TR)、表观遗传学修饰物或非编码RNA上。RNA结合蛋白(RBPs)已成为主要的分子调节因子。了解RBPs和TRs之间可能影响AHN的潜在串扰将具有重要意义。方法:本研究采用计算分析来确定调节AHN的RBPs和TR,然后分析它们的相互作用网络和检测中枢蛋白。接下来,分析了中枢TRs和RBP的潜在相互调节。此外,还分析了运动时差异表达的海马基因通过识别的TRs和RBPs的潜在调节。结果:发现105个TRs和26个RBPs影响AHN,它们也可以形成相互作用的网络。多梳复合体蛋白属于TR网络中枢,而HNRNP和SRSF家族成员属于中枢RBP。此外,多梳复合体蛋白和SRSF1可能具有相互调节关系,表明表观遗传/转录和转录后调节途径之间存在串扰。许多运动诱导的海马基因也被发现是已鉴定的TRs和RBPs的潜在靶点。结论:SRSF1可能影响polycomb复合物转录物的转录后稳定性、定位和选择性剪接模式,polycomb蛋白可能反过来从表观遗传学上影响SRSF1。对这些调控环/网络的进一步实验验证可以为AHN的分子调控提供新的见解,并揭示疾病治疗的新靶点。
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引用次数: 0
Machine learning based identification of structural brain alterations underlying suicide risk in adolescents. 基于机器学习的识别青少年自杀风险背后的大脑结构改变
Pub Date : 2023-02-13 DOI: 10.1007/s44192-023-00033-6
Sahil Bajaj, Karina S Blair, Matthew Dobbertin, Kaustubh R Patil, Patrick M Tyler, Jay L Ringle, Johannah Bashford-Largo, Avantika Mathur, Jaimie Elowsky, Ahria Dominguez, Lianne Schmaal, R James R Blair

Suicide is the third leading cause of death for individuals between 15 and 19 years of age. The high suicide mortality rate and limited prior success in identifying neuroimaging biomarkers indicate that it is crucial to improve the accuracy of clinical neural signatures underlying suicide risk. The current study implements machine-learning (ML) algorithms to examine structural brain alterations in adolescents that can discriminate individuals with suicide risk from typically developing (TD) adolescents at the individual level. Structural MRI data were collected from 79 adolescents who demonstrated clinical levels of suicide risk and 79 demographically matched TD adolescents. Region-specific cortical/subcortical volume (CV/SCV) was evaluated following whole-brain parcellation into 1000 cortical and 12 subcortical regions. CV/SCV parameters were used as inputs for feature selection and three ML algorithms (i.e., support vector machine [SVM], K-nearest neighbors, and ensemble) to classify adolescents at suicide risk from TD adolescents. The highest classification accuracy of 74.79% (with sensitivity = 75.90%, specificity = 74.07%, and area under the receiver operating characteristic curve = 87.18%) was obtained for CV/SCV data using the SVM classifier. Identified bilateral regions that contributed to the classification mainly included reduced CV within the frontal and temporal cortices but increased volume within the cuneus/precuneus for adolescents at suicide risk relative to TD adolescents. The current data demonstrate an unbiased region-specific ML framework to effectively assess the structural biomarkers of suicide risk. Future studies with larger sample sizes and the inclusion of clinical controls and independent validation data sets are needed to confirm our findings.

自杀是15至19岁人群的第三大死因。高自杀死亡率和先前在识别神经成像生物标志物方面的有限成功表明,提高自杀风险潜在的临床神经特征的准确性至关重要。目前的研究使用机器学习(ML)算法来检查青少年的大脑结构变化,这些变化可以在个体水平上将有自杀风险的个体与典型发育中的(TD)青少年区分开来。从79名表现出自杀风险临床水平的青少年和79名人口统计学匹配的TD青少年中收集了结构MRI数据。将全脑划分为1000个皮层和12个皮层下区域后,评估区域特异性皮层/皮层下体积(CV/SCV)。CV/SCV参数用作特征选择的输入,并使用三种ML算法(即支持向量机[SVM]、K-近邻和集合)将有自杀风险的青少年从TD青少年中分类。最高分类准确率为74.79%(具有敏感性 = 75.90%,特异性 = 74.07%,接收器工作特性曲线下面积 = 87.18%)。与TD青少年相比,已确定的有助于分类的双侧区域主要包括额叶和颞叶皮质内的CV降低,但楔/楔前叶内的体积增加。目前的数据证明了一个无偏见的区域特异性ML框架,可以有效评估自杀风险的结构生物标志物。未来需要更大样本量的研究,包括临床对照和独立验证数据集,以证实我们的发现。
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引用次数: 0
Digital footprints as a new translational approach for mental health care: a commentary. 数字足迹作为心理健康护理的一种新的转化方法:一篇评论
Pub Date : 2023-01-30 DOI: 10.1007/s44192-023-00032-7
Julio Licinio, Ma-Li Wong

There is a crisis in mental health care, with more people suffering from psychiatric disorders than resources that are available for treatment, even though spending is substantial. Millions who suffer from addiction, psychosis, depression and suicidality are either untreated or inadequately treated and organized psychiatry is unable to reach them. Possibly as reflection of under-treatment of psychiatric disorders, the rates of suicide have risen: from 1999 through 2014, the age-adjusted suicide rate in the US increased 24%, from 10.5 to 13.0 per 100,000. Assessment of psychiatric symptoms in ongoing outpatient settings is costly, inadequate and unable to detect clinical changes over time. One's digital phenotype is assessed through footprints left over as result of our interface with technology, including automated assessments of quantity and quality of social media activity, patterns and speed of device usage, and physiological data that is automatically collected, such as location, quantity and type of movement, heart rate, and sleep patterns. The use of digital footprints has been advocated for large-scale data collection that can facilitate psychiatric research in naturalistic settings. We highlight recent papers in Discover Mental Health addressing digital approaches to mental health and we also advance here the concept that digital footprints are ready for clinical use. However, before that happens there needs to be discussion on the appropriate boundaries between care that is driven by signals from digital footprints and the rights to privacy and self-determination.

精神卫生保健存在危机,尽管支出巨大,但患有精神障碍的人数比可用于治疗的资源还要多。数百万患有成瘾、精神病、抑郁症和自杀的人要么得不到治疗,要么治疗不足,有组织的精神病学无法联系到他们。自杀率上升可能反映了精神障碍治疗不足:从1999年到2014年,美国经年龄调整的自杀率上升了24%,从每10万人10.5人上升到13.0人。在正在进行的门诊环境中对精神症状的评估是昂贵的、不充分的,并且无法检测到随着时间的推移的临床变化。一个人的数字表型是通过我们与技术接口留下的足迹来评估的,包括对社交媒体活动的数量和质量、设备使用的模式和速度以及自动收集的生理数据的自动评估,如运动的位置、数量和类型、心率和睡眠模式。人们提倡使用数字足迹进行大规模数据收集,以促进在自然环境中进行精神病学研究。我们在《探索心理健康》杂志上重点介绍了最近关于心理健康数字方法的论文,我们还在这里提出了数字足迹可供临床使用的概念。然而,在这之前,需要讨论由数字足迹信号驱动的护理与隐私权和自决权之间的适当界限。
{"title":"Digital footprints as a new translational approach for mental health care: a commentary.","authors":"Julio Licinio,&nbsp;Ma-Li Wong","doi":"10.1007/s44192-023-00032-7","DOIUrl":"10.1007/s44192-023-00032-7","url":null,"abstract":"<p><p>There is a crisis in mental health care, with more people suffering from psychiatric disorders than resources that are available for treatment, even though spending is substantial. Millions who suffer from addiction, psychosis, depression and suicidality are either untreated or inadequately treated and organized psychiatry is unable to reach them. Possibly as reflection of under-treatment of psychiatric disorders, the rates of suicide have risen: from 1999 through 2014, the age-adjusted suicide rate in the US increased 24%, from 10.5 to 13.0 per 100,000. Assessment of psychiatric symptoms in ongoing outpatient settings is costly, inadequate and unable to detect clinical changes over time. One's digital phenotype is assessed through footprints left over as result of our interface with technology, including automated assessments of quantity and quality of social media activity, patterns and speed of device usage, and physiological data that is automatically collected, such as location, quantity and type of movement, heart rate, and sleep patterns. The use of digital footprints has been advocated for large-scale data collection that can facilitate psychiatric research in naturalistic settings. We highlight recent papers in Discover Mental Health addressing digital approaches to mental health and we also advance here the concept that digital footprints are ready for clinical use. However, before that happens there needs to be discussion on the appropriate boundaries between care that is driven by signals from digital footprints and the rights to privacy and self-determination.</p>","PeriodicalId":72827,"journal":{"name":"Discover mental health","volume":" ","pages":"5"},"PeriodicalIF":0.0,"publicationDate":"2023-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501006/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49601740","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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Discover mental health
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