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The Impact of the Parental Patterns of Morbidity and Comorbidity in the Cross-Generational Transmission of Risk for Major Depression and Alcohol Use Disorder 重度抑郁症和酒精使用障碍风险跨代传递中发病率和共病的父母模式的影响
IF 1.5 3区 医学 Q3 GENETICS & HEREDITY Pub Date : 2025-08-14 DOI: 10.1002/ajmg.b.33052
Kenneth S. Kendler, Linda Abrahamsson, Jan Sundquist, Kristina Sundquist

To further understand the inter-relationship of the familial transmission of major depression (MD) and alcohol use disorder (AUD), we examine, via a multivariable Cox proportional hazards model, risks for AUD and MD in 1,244,516 individuals born in Sweden from 1970 to 1990 to intact mother–father pairs as a function of parental diagnoses of MD and/or AUD. Across the nine possible mating types, we see both direct transmission (MD → MD, AUD → AUD) and also, less strongly, indirect transmission: MD → AUD and AUD → MD. Risks in offspring accumulate with multiple affected parents, which reveals the impact of interactive effects in risk prediction. Interestingly, the risk for comorbid AUD/MD in offspring is higher when one parent has MD and the other AUD rather than when one parent has both disorders. Modest sex effects are seen, with maternal-offspring transmission sometimes significantly stronger than paternal-offspring transmission. In most comparisons, parental-offspring transmission was modestly stronger for same-sex versus opposite-sex parent-offspring pairs. These results suggest that MD/AUD comorbidity in Sweden is due, at least in part, to correlated familial liability transmitted by direct and indirect paths across generations. We could reject the hypothesis that an AUD/MD syndrome was specifically transmitted from parents to offspring.

为了进一步了解重度抑郁症(MD)和酒精使用障碍(AUD)家族遗传的相互关系,我们通过多变量Cox比例风险模型,研究了1970年至1990年在瑞典出生的1,244,516名完整父母对患重度抑郁症和/或酒精使用障碍的风险与父母诊断的关系。在九种可能的交配类型中,我们既看到了直接传播(MD→MD, AUD→AUD),也看到了不那么强烈的间接传播:MD→AUD和AUD→MD。后代的风险随着多个患病父母而累积,这揭示了交互效应对风险预测的影响。有趣的是,当父母一方同时患有老年痴呆症而另一方同时患有老年痴呆症时,其后代患AUD/MD的风险要高于父母一方同时患有这两种疾病时的风险。性别影响不大,母代传播有时明显强于父代传播。在大多数比较中,同性父母与异性父母的后代之间的遗传比异性父母与后代之间的遗传要强一些。这些结果表明,瑞典的MD/AUD合并症至少在一定程度上是由于通过直接和间接途径跨代传播的相关家族责任。我们可以拒绝AUD/MD综合征特异性地从父母遗传给后代的假设。
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引用次数: 0
The rs11150601 Intron Variant of SETD1A Is Associated With Female Schizophrenia in the UK Biobank Cohort SETD1A的rs11150601内含子变异与英国生物银行队列中的女性精神分裂症相关
IF 1.5 3区 医学 Q3 GENETICS & HEREDITY Pub Date : 2025-08-11 DOI: 10.1002/ajmg.b.33054
Steven Lehrer, Peter H. Rheinstein

Schizophrenia is a complex psychiatric disorder with an estimated heritability of 80%. SETD1A, a gene encoding a histone methyltransferase critical for transcriptional regulation, has been identified as a significant risk factor for schizophrenia. Loss-of-function mutations in SETD1A confer up to a 35-fold increased risk, implicating its role in neurodevelopment and synaptic plasticity. Using data from the UK Biobank cohort (468,998 participants), we investigated the association of SETD1A variants with schizophrenia, obesity, and hypertension. Schizophrenia cases were identified using ICD-10 codes, while obesity and hypertension were assessed using specific data fields. Genome-wide association analysis was performed using PLINK, and statistical analyses utilized SPSS v26. Logistic regression assessed the impact of the SETD1A intron variant (rs11150601) alongside age, obesity, and hypertension on schizophrenia risk. Among 1063 individuals diagnosed with schizophrenia, obesity (p < 0.001) and hypertension (p < 0.001) were significantly more prevalent. The rs11150601 GG genotype was associated with an increased risk of schizophrenia in women (OR 1.6, p < 0.001) but not in men. Logistic regression revealed that obesity, hypertension, and age were independent risk factors for schizophrenia in women. SETD1A genotype exerted a significant sex-specific effect, highlighting its potential role in the biological mechanisms underlying schizophrenia. Our findings emphasize the role of SETD1A in the genetic architecture of schizophrenia and its comorbidities, particularly in women. The sex-specific effects of SETD1A variants underscore the importance of incorporating biological sex into studies of psychiatric genetics. Further research is warranted to elucidate the mechanisms by which SETD1A influences neurodevelopment and identify therapeutic strategies targeting its epigenetic functions.

精神分裂症是一种复杂的精神疾病,估计遗传率为80%。SETD1A是一种编码组蛋白甲基转移酶的基因,对转录调节至关重要,已被确定为精神分裂症的一个重要危险因素。SETD1A的功能缺失突变可使风险增加35倍,暗示其在神经发育和突触可塑性中的作用。使用来自英国生物银行队列(468,998名参与者)的数据,我们调查了SETD1A变异与精神分裂症、肥胖和高血压的关系。使用ICD-10代码识别精神分裂症病例,而使用特定数据字段评估肥胖和高血压。全基因组关联分析采用PLINK软件,统计分析采用SPSS v26软件。Logistic回归评估了SETD1A内含子变异(rs11150601)与年龄、肥胖和高血压对精神分裂症风险的影响。在1063名被诊断为精神分裂症的个体中,肥胖(p
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引用次数: 0
Causal Relationship Between Gut Microbiota and Non-Suicidal Self-Injury: A Two-Sample Mendelian Randomization Study 肠道菌群与非自杀性自伤之间的因果关系:一项双样本孟德尔随机研究。
IF 1.5 3区 医学 Q3 GENETICS & HEREDITY Pub Date : 2025-08-07 DOI: 10.1002/ajmg.b.33050
Jin Gao, Liangke Pan, Xinqi Wang, Jingjing Xu, Wangwang Xu, Yang Zhang, Zhenglun Pan

This study aims to determine the causal relationship between gut microbiota (GM) and Non-Suicidal Self-Injury (NSSI) using a two-sample Mendelian Randomization (MR) approach. By identifying Single Nucleotide Polymorphisms (SNPs) linked to both GM and NSSI, we explore bidirectional causal effects to uncover potential therapeutic pathways. A bidirectional MR analysis was conducted using GWAS data. SNPs associated with GM were used as instrumental variables (IVs) to assess the causal impact of GM on NSSI and vice versa. Forward MR analysis applied Inverse Variance Weighted (IVW) and MR-robust adjusted profile score (MR-RAPS) methods to address weak IVs. Sensitivity analyses, including MR-Egger regression, weighted median, and weighted mode methods, were employed to ensure robustness and minimize bias. Reverse MR analysis evaluated the influence of NSSI on GM. Additional tests, such as heterogeneity and leave-one-out analyses, were used for result validation. All analyses were performed using R software (v4.3.2) and the “TwoSampleMR” package. Our analysis identified significant associations between GM and NSSI. In the forward MR analysis, 38 GM taxa at the genus level were linked to NSSI, including Dorea (OR = 1.462, p = 0.023) and Escherichia Shigella (OR = 0.731, p = 0.035), which impacted hospital treatment needs. Notable taxa like Lachnospiraceae UCG001 (OR = 0.755, p = 0.012) and Paraprevotella (OR = 1.229, p = 0.022) were associated with self-injurious behavior. Reverse MR identified 10 significant associations, including Prevotella9 (p = 0.001) linked to inflammation and Faecalibacterium (p = 0.014) with protective effects. Sensitivity analyses confirmed the robustness of findings, with no pleiotropy or bias detected. This study establishes a complex relationship between GM and NSSI, revealing both risk-enhancing and protective associations. These findings suggest that GM may influence NSSI behaviors and could serve as a target for future therapeutic interventions. Further research is needed to explore underlying mechanisms and validate these results.

本研究旨在利用双样本孟德尔随机化(MR)方法确定肠道微生物群(GM)与非自杀性自伤(NSSI)之间的因果关系。通过鉴定与转基因和自伤相关的单核苷酸多态性(snp),我们探索了双向因果关系,以揭示潜在的治疗途径。利用GWAS数据进行双向磁共振分析。与基因改造相关的snp被用作工具变量(IVs)来评估基因改造对自伤的因果影响,反之亦然。前向磁共振分析采用逆方差加权(IVW)和磁共振稳健调整剖面评分(MR- raps)方法来解决弱磁共振。敏感性分析包括MR-Egger回归、加权中位数和加权模式方法,以确保稳健性和最小化偏差。反向MR分析评估了自伤对GM的影响。其他测试,如异质性和留一分析,用于结果验证。所有分析均使用R软件(v4.3.2)和“TwoSampleMR”包进行。我们的分析确定了GM和自伤之间的显著关联。在正向MR分析中,38个属水平的转基因类群与自伤相关,包括Dorea (OR = 1.462, p = 0.023)和Escherichia Shigella (OR = 0.731, p = 0.035),影响医院治疗需求。毛螺科(Lachnospiraceae) UCG001 (OR = 0.755, p = 0.012)和Paraprevotella (OR = 1.229, p = 0.022)与自伤行为相关。反向磁共振鉴定出10个显著关联,包括与炎症相关的普雷沃菌(p = 0.001)和具有保护作用的粪杆菌(p = 0.014)。敏感性分析证实了研究结果的稳健性,未发现多效性或偏倚。本研究建立了转基因和自伤之间的复杂关系,揭示了风险增加和保护的关联。这些发现表明,转基因可能会影响自伤行为,并可作为未来治疗干预的目标。需要进一步的研究来探索潜在的机制并验证这些结果。
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引用次数: 0
The Impact of Brain-Derived Neurotrophic Factor Polymorphism and Stimulation Parameters on the Response to Repetitive Transcranial Magnetic Stimulation: A Systematic Review 脑源性神经营养因子多态性和刺激参数对重复经颅磁刺激反应的影响:系统综述。
IF 1.5 3区 医学 Q3 GENETICS & HEREDITY Pub Date : 2025-08-07 DOI: 10.1002/ajmg.b.33051
Yi-Ling Kuo, Gracy Lin, Stephen J. Glatt

Repetitive transcranial magnetic stimulation (rTMS) has been a common technique used to stimulate neuromodulatory changes, which can induce therapeutic benefits. However, the effects are variable, possibly resulting from personal factors such as genetic contribution and heterogeneous methodologies. The brain-derived neurotrophic factor (BDNF) plays a crucial role in rTMS-dependent neuroplasticity, but it is unclear how BDNF genotypes interact with the stimulation parameters of rTMS and contribute to the variable responses to neuromodulation. This systematic review aimed to (1) examine how BDNF polymorphisms are related to the after-effects of rTMS in humans and (2) investigate the association between BDNF polymorphism and rTMS stimulation parameters as contributing factors to the response to rTMS. Of the 36 studies included in this systematic review, 35 studies had at least one domain of high or unclear risk of bias; 53% of the studies in healthy individuals showed differences in TMS-derived or behavioral measures between Val/Val homozygotes and Met allele carriers. In stroke, neuromodulatory effects on corticospinal excitability and motor deficits were more evident in Val/Val homozygotes than Met allele carriers. Similarly, in depression, Val/Val homozygotes demonstrated more symptom improvement compared with Met allele carriers following rTMS. We discuss methodological considerations and provide suggestions for future research.

重复经颅磁刺激(rTMS)一直是一种常用的技术,用于刺激神经调节的变化,可以诱导治疗的好处。然而,影响是可变的,可能是由遗传贡献和异质方法等个人因素造成的。脑源性神经营养因子(BDNF)在rTMS依赖性神经可塑性中起着至关重要的作用,但目前尚不清楚BDNF基因型如何与rTMS刺激参数相互作用,并有助于对神经调节的可变反应。本系统综述旨在(1)研究BDNF多态性与人体rTMS后效之间的关系;(2)研究BDNF多态性与rTMS刺激参数之间的关系,作为rTMS反应的影响因素。在本系统评价纳入的36项研究中,35项研究至少有一个偏倚风险高或不明确的领域;53%的健康个体研究显示,Val/Val纯合子和Met等位基因携带者在tms衍生或行为测量上存在差异。在脑卒中中,Val/Val纯合子对皮质脊髓兴奋性和运动缺陷的神经调节作用比Met等位基因携带者更明显。同样,在抑郁症中,与Met等位基因携带者相比,Val/Val纯合子在rTMS后表现出更多的症状改善。我们讨论了方法学上的考虑,并对未来的研究提出了建议。
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引用次数: 0
Neurodevelopmental Phenotyping and Genotyping in the Pediatric National Institute of Health Undiagnosed Disease Program 神经发育表型和基因分型在儿科国家卫生研究所未确诊疾病计划。
IF 1.5 3区 医学 Q3 GENETICS & HEREDITY Pub Date : 2025-07-22 DOI: 10.1002/ajmg.b.33047
Dee Adedipe, Audrey Thurm, Lisa Joseph, Maria T. Acosta, Ellen F. Macnamara, Colby Chlebowski, Riley Kessler, Precilla D'Souza, Lynne Wolfe, Jean M. Johnson, Tyra Estwick, John Yang, Paul R. Lee, Jennifer Murphy, Camilo Toro, Thomas Markello, Dennis Carter, David R. Adams, William A. Gahl, Cynthia J. Tifft

The National Institute of Health (NIH) Undiagnosed Diseases Program (UDP) is an NIH project with the goal of providing both a comprehensive diagnosis and a better understanding of the many mechanisms of disease for patients with rare and undiagnosed conditions. Patients accepted to the program receive a careful review of their medical records and a tailored inpatient evaluation at the NIH Clinical Center in Bethesda, MD. For the pediatric population, systematic neurodevelopmental phenotypic evaluations are included. Here we report neurodevelopmental phenotyping data on pediatric participants enrolled in the NIH UDP from 2009 to 2019, with genetic findings reported through 2025. Results for 219 pediatric participants included a high rate of intellectual disability, with 27% of the sample in the severe-to-profound range. The phenotype often included multisystemic involvement, with motor impairments as well as vision and hearing concerns. For the 46% for whom a genetic diagnosis was made, there was greater impairment, including more severe intellectual disability and more frequent motor impairments as well as minimal verbal status. This study documented that severe neurodevelopmental impairments are frequently present in the unique pediatric undiagnosed patients enrolled in NIH UDP; the diagnosis of a genetic condition was associated with greater impairment.

美国国立卫生研究院(NIH)未确诊疾病项目(UDP)是一个NIH项目,其目标是为罕见和未确诊疾病的患者提供全面的诊断和更好地了解疾病的许多机制。接受该计划的患者在马里兰州Bethesda的NIH临床中心接受其医疗记录的仔细审查和量身定制的住院患者评估。对于儿科人群,系统的神经发育表型评估包括在内。在这里,我们报告了2009年至2019年在NIH UDP注册的儿科参与者的神经发育表型数据,并报告了到2025年的遗传发现。219名儿童参与者的结果包括高智力残疾率,27%的样本在严重到深度范围内。其表型通常包括多系统受累,伴有运动障碍以及视力和听力问题。46%的人进行了基因诊断,他们有更大的损伤,包括更严重的智力残疾和更频繁的运动障碍,以及最低限度的语言能力。该研究记录了严重的神经发育障碍经常出现在NIH UDP注册的独特儿科未确诊患者中;遗传疾病的诊断与更大的损害有关。
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引用次数: 0
Mental Health Diagnoses Associated With Sex Chromosome Anomalies 与性染色体异常相关的精神健康诊断
IF 1.5 3区 医学 Q3 GENETICS & HEREDITY Pub Date : 2025-07-17 DOI: 10.1002/ajmg.b.33046
Adaiah Soibi-Harry, Oumaima Kaabi, Doris Fadoju, Melissa D. Gardner, Darios Getahun, Timothy L. Lash, Peter A. Lee, Joshua May, Courtney E. McCracken, Behzad Sorouri Khorashad, Nancy Sokkary, Suma Vupputuri, Rami Yacoub, David E. Sandberg, Michael Goodman

Sex chromosome aneuploidy (SCA) is a group of conditions characterized by an atypical number of X and/or Y chromosomes, which are associated with various mental health diagnoses (MHD). Individuals with Klinefelter syndrome (KS), Turner syndrome (TS), or Turner mosaicism (TM) were identified using an electronic health record screening algorithm, followed by a review of karyotype data and clinical notes. Each patient with KS was matched with 10 non-SCA males, and each TS or TM participant was matched with 10 non-SCA females. Poisson regression models accounting for matched design and controlling for enrollment duration were used to calculate prevalence ratios (PR) and 95% confidence intervals (CI) for various MHD categories. When 282 KS patients were compared with male referents, the top three differences in prevalence were observed for feeding and eating disorders (PR = 4.2; 95% CI: 1.6, 11.1), disruptive, impulsive-control, and conduct disorders (PR = 3.4; 95% CI: 2.3, 5.0), and suicidal ideation (PR = 3.5; 95% CI 2.0, 5.9). Among 263 TS/TM patients, the corresponding PR estimates relative to female referents were the highest for neurodevelopmental disorders (3.6; 95% CI: 2.7, 4.8) and disruptive, impulsive-control, and conduct disorders (2.0; 95% CI: 1.2, 3.6). When the data were stratified according to age at the time of MHD linkages, the PR estimates varied across the groups, but the 95% CIs largely overlapped. People with SCA carry a greater burden of MHD than comparable persons without SCA. Management of mental health comorbidities is a relatively neglected healthcare priority in this group of patients.

性染色体非整倍体(SCA)是一组以非典型数量的X和/或Y染色体为特征的疾病,与各种心理健康诊断(MHD)有关。使用电子健康记录筛选算法确定患有Klinefelter综合征(KS), Turner综合征(TS)或Turner嵌合症(TM)的个体,然后回顾核型数据和临床记录。每位KS患者与10名非sca男性配对,每位TS或TM参与者与10名非sca女性配对。泊松回归模型考虑匹配设计并控制入组时间,用于计算各种MHD类别的患病率(PR)和95%置信区间(CI)。当282名KS患者与男性参照物进行比较时,观察到喂养和饮食失调患病率的前三位差异(PR = 4.2;95% CI: 1.6, 11.1)、破坏性、冲动性控制和行为障碍(PR = 3.4;95% CI: 2.3, 5.0)和自杀意念(PR = 3.5;95% ci 2.0, 5.9)。在263例TS/TM患者中,神经发育障碍患者相对于女性的PR估计值最高(3.6;95% CI: 2.7, 4.8)和破坏性、冲动性控制和行为障碍(2.0;95% ci: 1.2, 3.6)。当根据MHD关联时的年龄对数据进行分层时,各组之间的PR估计值有所不同,但95% ci在很大程度上重叠。SCA患者的MHD负担比非SCA患者更重。在这类患者中,精神健康合并症的管理是一个相对被忽视的医疗重点。
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引用次数: 0
m6A Methylation-Induced Autophagy Impairment by TFEB Regulation in SOD1-G93A ALS Cell Model TFEB调控m6A甲基化诱导SOD1-G93A ALS细胞模型自噬损伤
IF 1.5 3区 医学 Q3 GENETICS & HEREDITY Pub Date : 2025-07-17 DOI: 10.1002/ajmg.b.33048
Di An, Yuhao Wu, Jingzhe Han, Pingping Fang, Yi Bu, Guang Ji, Jinliang Deng, Xueqin Song

We investigate the role of m6A RNA methylation in regulating transcription factor EB (TFEB) and its contribution to mitochondrial autophagy (mitophagy) dysfunction in amyotrophic lateral sclerosis (ALS). ALS cell models were used to analyse mitophagy markers and TFEB expression under METTL3 and TFEB modulation, using RT-qPCR, Western blot, MeRIP, RIP, and immunofluorescence. Elevated m6A methylation and reduced TFEB expression were observed in hSOD1-G93A models. METTL3 overexpression suppressed TFEB expression, leading to impaired mitophagy, while METTL3 knockdown alleviated these effects. MeRIP assays confirmed increased m6A modifications on TFEB mRNA, and RIP assays demonstrated direct interaction between METTL3 and TFEB mRNA. Notably, TFEB overexpression rescued mitophagy dysfunction, whereas TFEB knockdown exacerbated the impairment. METTL3-mediated m6A methylation inhibits mitophagy by downregulating TFEB expression, revealing the m6A-TFEB pathway as a promising therapeutic target for ALS.

我们研究了m6A RNA甲基化在调节转录因子EB (TFEB)中的作用及其在肌萎缩性侧索硬化症(ALS)线粒体自噬(mitophagy)功能障碍中的作用。采用RT-qPCR、Western blot、MeRIP、RIP和免疫荧光分析METTL3和TFEB调控下ALS细胞模型的自噬标记物和TFEB的表达。在hSOD1-G93A模型中观察到m6A甲基化升高和TFEB表达降低。METTL3过表达抑制TFEB表达,导致线粒体自噬受损,而METTL3敲低可减轻这种影响。MeRIP实验证实TFEB mRNA上m6A修饰增加,RIP实验证实METTL3和TFEB mRNA之间存在直接相互作用。值得注意的是,TFEB过表达挽救了线粒体自噬功能障碍,而TFEB敲低则加重了线粒体自噬功能障碍。mettl3介导的m6A甲基化通过下调TFEB表达抑制线粒体自噬,揭示m6A-TFEB途径是ALS治疗的一个有希望的靶点。
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引用次数: 0
The Multifaceted Etiology of Mental Disorders With a Focus on Trace Elements, a Review of Recent Literature 以微量元素为重点的精神障碍的多方面病因,近期文献综述。
IF 1.5 3区 医学 Q3 GENETICS & HEREDITY Pub Date : 2025-07-14 DOI: 10.1002/ajmg.b.33045
Maria Francesca Astorino, Marco Calabrò, Carmenrita Infortuna, Maria Rosaria Anna Muscatello, Silvana Briuglia, Nicola Cicero, Chiara Fabbri, Alessandro Serretti, Concetta Crisafulli

Mental disorders are a significant global public health concern, affecting nearly one in eight individuals worldwide. This review investigates the multifaceted etiology of mental disorders—specifically major depressive disorder (MDD), schizophrenia (SCZ), and bipolar disorder (BD)—through genetic, neurobiological, and environmental perspectives, with a particular emphasis on the role of trace elements (TrEs). TrEs such as zinc, magnesium, copper, iron, and selenium are essential micronutrients that influence several central nervous system functions, including enzymatic activity, neurotransmitter synthesis, and synaptic plasticity. Both deficiencies and excesses of these elements have been linked to psychiatric disorders. This study explores the associations between TrEs, psychiatric symptoms, and biological pathways due to the Research Domain Criteria (RDoC) framework. We discuss clinical evidence and genetic studies to evaluate possible correlations between TrEs and key RDoC endophenotypes. By elucidating these connections, this review focuses on the potential and current limitations of TrEs in mental health.

精神障碍是一个重大的全球公共卫生问题,影响着全世界近八分之一的人。本文从遗传、神经生物学和环境的角度探讨了精神障碍的多方面病因,特别是重度抑郁症(MDD)、精神分裂症(SCZ)和双相情感障碍(BD),并特别强调了微量元素(TrEs)的作用。锌、镁、铜、铁和硒等微量元素是影响几种中枢神经系统功能的必需微量元素,包括酶活性、神经递质合成和突触可塑性。这些元素的缺乏和过量都与精神疾病有关。本研究根据研究领域标准(RDoC)框架探讨了TrEs、精神症状和生物学途径之间的关系。我们讨论临床证据和遗传学研究,以评估TrEs和关键RDoC内表型之间可能的相关性。通过阐明这些联系,本综述侧重于TrEs在心理健康方面的潜力和目前的局限性。
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引用次数: 0
Equitable Collaboration Between LMIC and HIC Researchers, Part I: A Preliminary Framework for Capacity Building in Psychiatric Genetics Research LMIC和HIC研究人员之间的公平合作,第一部分:精神病学遗传学研究能力建设的初步框架。
IF 1.5 3区 医学 Q3 GENETICS & HEREDITY Pub Date : 2025-07-10 DOI: 10.1002/ajmg.b.33042
Brenda Cabrera-Mendoza, Margit Burmeister, Marcella Rietschel, David Crepaz-Keay, Yatan Pal Singh Balhara, Soraya Seedat, Victoria Marshe, Sian Hemmings, Roseann Peterson, Ruchika Kaushik, Biju Viswanath, Reeteka Sud, Partha Haldar, Mandy Johnstone, Anish V. Cherian, Todd Lencz, Janneke Zinkstok, Renato Polimanti, Daniel J. Mueller, Gabriel Lázaro-Muñoz, Chunyu Liu, Nurnberger John I, Humberto Nicolini, Consuelo Walss-Bass, Marcos Santoro, Sujata Satapathy, Chittaranjan Behera, Anna R. Docherty

International collaborations between high-income countries (HICs) and low- and middle-income countries (LMICs) have become increasingly essential in advancing global health, particularly within psychiatric research. These partnerships not only accelerate scientific discovery and enhance public health, but they also bring to light significant challenges in equity and fairness. Specifically, research partnerships often suffer from imbalances, such as “helicopter” research approaches or the exploitation and marginalization of LMIC researchers. Here, we present a consensus report by members of the International Society for Psychiatric Genetics, outlining key considerations and strategies for planning, implementing, and disseminating equitable collaborative research. Throughout the collaboration process, we identified both challenges and opportunities and provided recommendations to maximize the benefits of these partnerships. Among our considerations, we emphasize that Equitable Collaboration must begin with comprehensive stakeholder engagement, fostering a participatory environment that includes local communities, governments, and institutions from both HICs and LMICs. Among the potential challenges we identify are differences in ethical research and data-sharing frameworks across countries, inequalities in research resources and infrastructure, and reduced visibility of research conducted in LMICs. These factors can significantly impact research outcomes and their applicability. In conclusion, while global collaboration in psychiatric genetics presents complex challenges, it also offers substantial opportunities for impactful research and improved global mental health.

高收入国家(HICs)与低收入和中等收入国家(LMICs)之间的国际合作在促进全球健康方面,特别是在精神病学研究方面,变得越来越重要。这些伙伴关系不仅加速科学发现和增进公共卫生,而且还揭示了公平和公平方面的重大挑战。具体来说,研究伙伴关系经常受到不平衡的影响,例如“直升机”研究方法或对低收入和中等收入国家的研究人员的剥削和边缘化。在这里,我们提出了一份国际精神病学遗传学学会成员的共识报告,概述了计划、实施和传播公平合作研究的关键考虑因素和策略。在整个合作过程中,我们发现了挑战和机遇,并提出了建议,以最大限度地发挥这些伙伴关系的效益。在我们的考虑中,我们强调公平合作必须从利益相关者的全面参与开始,培养包括高收入国家和中低收入国家当地社区、政府和机构在内的参与性环境。我们确定的潜在挑战包括各国在伦理研究和数据共享框架方面的差异,研究资源和基础设施方面的不平等,以及中低收入国家开展的研究可见度降低。这些因素会显著影响研究成果及其适用性。总之,虽然精神病学遗传学的全球合作带来了复杂的挑战,但它也为有影响力的研究和改善全球精神健康提供了大量机会。
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引用次数: 0
Improving Machine Learning Prediction of ADHD Using Gene Set Polygenic Risk Scores and Risk Scores From Genetically Correlated Phenotypes 使用基因集多基因风险评分和遗传相关表型风险评分改进ADHD机器学习预测。
IF 1.5 3区 医学 Q3 GENETICS & HEREDITY Pub Date : 2025-07-09 DOI: 10.1002/ajmg.b.33043
Eric J. Barnett, Yanli Zhang-James, Stephen V. Faraone

Polygenic risk scores (PRSs), which sum the effects of SNPs throughout the genome to measure risk afforded by common genetic variants, have improved our ability to estimate disorder risk for Attention-Deficit/Hyperactivity Disorder (ADHD) but the accuracy of risk prediction is rarely investigated. In a study of 10,887 participants across nine cohorts, we performed gene set analysis of GWAS data to select gene sets associated with ADHD within a training subset. For each gene set, we generated gene set polygenic risk scores (gsPRSs), which sum the effects of SNPs for each selected gene set. We created gsPRS for ADHD and for phenotypes that are genetically correlated with ADHD. These gsPRS were added to the standard PRS as input to machine learning models predicting ADHD. On the test subset, a random forest (RF) model using PRSs from ADHD and genetically correlated phenotypes and an optimized group of 20 gsPRS had an area under the receiving operating characteristic curve (AUC) of 0.72 (95% CI: 0.70–0.74). This AUC was a statistically significant improvement over logistic regression models and RF models using only PRS from ADHD and genetically correlated phenotypes. Summing risk at the gene set level and incorporating genetic risk from disorders with high genetic correlations with ADHD improved the accuracy of predicting ADHD. Learning curves suggest that additional improvements would be expected with larger study sizes. Our study suggests that better accounting of genetic risk and the genetic context of allelic differences results in more predictive models.

多基因风险评分(PRSs)是一种综合整个基因组中snp的影响来衡量常见遗传变异所带来的风险的方法,它提高了我们估计注意力缺陷/多动障碍(ADHD)疾病风险的能力,但风险预测的准确性很少被研究。在一项横跨9个队列的10,887名参与者的研究中,我们对GWAS数据进行了基因集分析,以在训练子集中选择与ADHD相关的基因集。对于每个基因集,我们生成了基因集多基因风险评分(gsPRSs),该评分将每个选定基因集的snp效应相加。我们为ADHD和与ADHD基因相关的表型创建了gprs。这些gprs被添加到标准PRS中,作为预测ADHD的机器学习模型的输入。在测试子集上,使用来自ADHD和遗传相关表型的prs的随机森林(RF)模型和20个gprs的优化组的接收工作特征曲线(AUC)下面积为0.72 (95% CI: 0.70-0.74)。与logistic回归模型和仅使用ADHD和遗传相关表型的PRS的RF模型相比,该AUC在统计学上有显著改善。将基因集水平上的风险加起来,并结合与ADHD有高度遗传相关性的疾病的遗传风险,提高了预测ADHD的准确性。学习曲线表明,随着研究规模的扩大,预期会有更多的改进。我们的研究表明,更好地考虑遗传风险和等位基因差异的遗传背景会产生更多的预测模型。
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引用次数: 0
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American Journal of Medical Genetics Part B: Neuropsychiatric Genetics
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