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Chd8 haploinsufficiency impacts rearing experience in C57BL/6 mice Chd8 单倍体缺陷影响 C57BL/6 小鼠的饲养经验
IF 2.5 4区 心理学 Q1 Neuroscience Pub Date : 2024-04-01 DOI: 10.1111/gbb.12892
Manal Tabbaa, Pat Levitt

Mutations in CHD8 are one of the highest genetic risk factors for autism spectrum disorder. Studies in mice that investigate underlying mechanisms have shown Chd8 haploinsufficient mice display some trait disruptions that mimic clinical phenotypes, although inconsistencies have been reported in some traits across different models on the same strain background. One source of variation across studies may be the impact of Chd8 haploinsufficiency on maternal-offspring interactions. While differences in maternal care as a function of Chd8 genotype have not been studied directly, a previous study showed that pup survival was reduced when reared by Chd8 heterozygous dams compared with wild-type (WT) dams, suggesting altered maternal care as a function of Chd8 genotype. Through systematic observation of the C57BL/6 strain, we first determined the impact of Chd8 haploinsufficiency in the offspring on WT maternal care frequencies across preweaning development. We next determined the impact of maternal Chd8 haploinsufficiency on pup care. Compared with litters with all WT offspring, WT dams exhibited less frequent maternal behaviors toward litters consisting of offspring with mixed Chd8 genotypes, particularly during postnatal week 1. Dam Chd8 haploinsufficiency decreased litter survival and increased active maternal care also during postnatal week 1. Determining the impact of Chd8 haploinsufficiency on early life experiences provides an important foundation for interpreting offspring outcomes and determining mechanisms that underlie heterogeneous phenotypes.

CHD8 基因突变是自闭症谱系障碍的最高遗传风险因素之一。对小鼠进行的潜在机制研究表明,Chd8单倍体缺乏的小鼠会表现出一些与临床表型相似的性状紊乱,但在同一品系背景的不同模型中,某些性状的报道并不一致。造成不同研究之间差异的一个原因可能是 Chd8 单倍体缺乏对母子相互作用的影响。虽然还没有直接研究过母性照顾与 Chd8 基因型的关系,但之前的一项研究表明,与野生型(WT)母鼠相比,Chd8 杂合子母鼠饲养的幼鼠存活率降低,这表明母性照顾与 Chd8 基因型的关系发生了改变。通过对 C57BL/6 株系的系统观察,我们首先确定了 Chd8 单倍体缺失对 WT 母体在断奶前整个发育过程中的照顾频率的影响。接下来,我们确定了母体 Chd8 单倍性缺失对幼崽照料的影响。与全部由 WT 后代组成的仔鼠相比,WT 母鼠对由 Chd8 基因型混合的后代组成的仔鼠的母性行为频率较低,尤其是在出生后第 1 周。母鼠 Chd8 单倍体缺失会降低仔鼠的存活率,并在产后第 1 周增加母性主动照料。确定 Chd8 单倍体缺陷对早期生活经历的影响为解释后代的结果和确定异质性表型的机制奠定了重要基础。
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引用次数: 0
Network-based analysis predicts interacting genetic modifiers from a meta-mapping study of spike–wave discharge in mice 基于网络的分析预测了小鼠尖峰波放电元图谱研究中相互作用的遗传修饰因子。
IF 2.5 4区 心理学 Q1 Neuroscience Pub Date : 2024-03-05 DOI: 10.1111/gbb.12879
Montana Kay Lara, Jeffrey L. Brabec, Amanda E. Hernan, Rod C. Scott, Anna L. Tyler, J. Matthew Mahoney

Absence seizures are characterized by brief lapses in awareness accompanied by a hallmark spike-and-wave discharge (SWD) electroencephalographic pattern and are common to genetic generalized epilepsies (GGEs). While numerous genes have been associated with increased risk, including some Mendelian forms with a single causal allele, most cases of GGE are idiopathic and there are many unknown genetic modifiers of GGE influencing risk and severity. In a previous meta-mapping study, crosses between transgenic C57BL/6 and C3HeB/FeJ strains, each carrying one of three SWD-causing mutations (Gabrg2tm1Spet(R43Q), Scn8a8j or Gria4spkw1), demonstrated an antagonistic epistatic interaction between loci on mouse chromosomes 2 and 7 influencing SWD. These results implicate universal modifiers in the B6 background that mitigate SWD severity through a common pathway, independent of the causal mutation. In this study, we prioritized candidate modifiers in these interacting loci. Our approach integrated human genome-wide association results with gene interaction networks and mouse brain gene expression to prioritize candidate genes and pathways driving variation in SWD outcomes. We considered candidate genes that are functionally associated with human GGE risk genes and genes with evidence for coding or non-coding allele effects between the B6 and C3H backgrounds. Our analyses output a summary ranking of gene pairs, one gene from each locus, as candidates for explaining the epistatic interaction. Our top-ranking gene pairs implicate microtubule function, cytoskeletal stability and cell cycle regulation as novel hypotheses about the source of SWD variation across strain backgrounds, which could clarify underlying mechanisms driving differences in GGE severity in humans.

失神发作的特点是短暂的意识丧失,伴有标志性的尖波放电(SWD)脑电图模式,是遗传性广泛性癫痫(GGEs)的常见症状。虽然有许多基因与风险增加有关,包括一些具有单个等位基因的孟德尔遗传形式,但大多数 GGE 病例都是特发性的,而且有许多未知的遗传修饰因子会影响 GGE 的风险和严重程度。在之前的一项元图谱研究中,转基因 C57BL/6 和 C3HeB/FeJ 株系之间的杂交(每个株系都携带三种 SWD 致病突变之一(Gabrg2tm1Spet(R43Q) 、Scn8a8j 或 Gria4spkw1))显示,小鼠 2 号染色体和 7 号染色体上影响 SWD 的位点之间存在拮抗外显相互作用。这些结果表明,B6 背景中的通用修饰因子可通过共同途径减轻 SWD 的严重程度,而与致病突变无关。在本研究中,我们对这些相互作用位点中的候选修饰因子进行了优先排序。我们的方法将人类全基因组关联结果与基因相互作用网络和小鼠大脑基因表达整合在一起,以优先考虑驱动SWD结果变异的候选基因和通路。我们考虑了在功能上与人类 GGE 风险基因相关的候选基因,以及有证据表明在 B6 和 C3H 背景之间存在编码或非编码等位基因效应的基因。我们的分析得出了基因对的综合排名,每个基因位点有一个基因,作为解释表观相互作用的候选基因。我们排名靠前的基因对涉及微管功能、细胞骨架稳定性和细胞周期调控,这些都是关于不同品系背景间SWD变异来源的新假设,可以阐明人类GGE严重程度差异的潜在机制。
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引用次数: 0
Mutation of novel ethanol-responsive lncRNA Gm41261 impacts ethanol-related behavioral responses in mice 新型乙醇反应性 lncRNA Gm41261 的突变会影响小鼠与乙醇相关的行为反应。
IF 2.5 4区 心理学 Q1 Neuroscience Pub Date : 2024-02-19 DOI: 10.1111/gbb.12886
S. L. Plasil, S. P. Farris, Y. Blednov, R. D. Mayfield, R. A. Mangieri, U. J. Nwokeji, H. C. Aziz, P. S. Lambeth, R. A. Harris, G. E. Homanics

Chronic alcohol exposure results in widespread dysregulation of gene expression that contributes to the pathogenesis of Alcohol Use Disorder (AUD). Long noncoding RNAs are key regulators of the transcriptome that we hypothesize coordinate alcohol-induced transcriptome dysregulation and contribute to AUD. Based on RNA-Sequencing data of human prefrontal cortex, basolateral amygdala and nucleus accumbens of AUD versus non-AUD brain, the human LINC01265 and its predicted murine homolog Gm41261 (i.e., TX2) were selected for functional interrogation. We tested the hypothesis that TX2 contributes to ethanol drinking and behavioral responses to ethanol. CRISPR/Cas9 mutagenesis was used to create a TX2 mutant mouse line in which 306 base-pairs were deleted from the locus. RNA analysis revealed that an abnormal TX2 transcript was produced at an unchanged level in mutant animals. Behaviorally, mutant mice had reduced ethanol, gaboxadol and zolpidem-induced loss of the righting response and reduced tolerance to ethanol in both sexes. In addition, a male-specific reduction in two-bottle choice every-other-day ethanol drinking was observed. Male TX2 mutants exhibited evidence of enhanced GABA release and altered GABAA receptor subunit composition in neurons of the nucleus accumbens shell. In C57BL6/J mice, TX2 within the cortex was cytoplasmic and largely present in Rbfox3+ neurons and IBA1+ microglia, but not in Olig2+ oligodendrocytes or in the majority of GFAP+ astrocytes. These data support the hypothesis that TX2 mutagenesis and dysregulation impacts ethanol drinking behavior and ethanol-induced behavioral responses in mice, likely through alterations in the GABAergic system.

慢性酒精暴露会导致广泛的基因表达失调,这也是酒精使用障碍(AUD)的发病机理之一。长非编码 RNA 是转录组的关键调控因子,我们推测它们协调酒精诱导的转录组失调并导致 AUD。根据人类前额叶皮层、杏仁核基底外侧和伏隔核的 AUD 与非 AUD 大脑的 RNA 序列数据,我们选择了人类 LINC01265 及其预测的小鼠同源物 Gm41261(即 TX2)进行功能检测。我们测试了 TX2 有助于乙醇饮酒和对乙醇的行为反应的假设。我们使用 CRISPR/Cas9 诱变技术创建了一个 TX2 突变小鼠系,其中从基因座上删除了 306 个碱基对。RNA分析表明,突变动物体内产生的TX2转录本异常,且水平不变。在行为上,突变体小鼠的乙醇、加博沙多和唑吡坦诱导的右旋反应丧失减少,雌雄小鼠对乙醇的耐受性降低。此外,还观察到雄性特异性减少了每隔一天喝两瓶乙醇的选择。雄性TX2突变体表现出GABA释放增强的证据,并改变了伏隔核壳神经元中GABAA受体亚单位的组成。在 C57BL6/J 小鼠中,皮层内的 TX2 呈细胞质状,主要存在于 Rbfox3+ 神经元和 IBA1+ 小胶质细胞中,但不存在于 Olig2+ 少突胶质细胞或大多数 GFAP+ 星形胶质细胞中。这些数据支持这样的假设,即 TX2 诱变和失调会影响小鼠的乙醇饮酒行为和乙醇诱导的行为反应,这可能是通过改变 GABAergic 系统实现的。
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引用次数: 0
Association of tameness and sociability but no sign of domestication syndrome in mice selectively bred for active tameness 选择性繁殖的小鼠具有驯服性和社会性,但没有驯化综合征的迹象。
IF 2.5 4区 心理学 Q1 Neuroscience Pub Date : 2024-02-19 DOI: 10.1111/gbb.12887
Bharathi Venkatachalam, Bhim B. Biswa, Hiromichi Nagayama, Tsuyoshi Koide

Domesticated animals have been developed by selecting desirable traits following the initial unconscious selection stage, and now exhibit phenotypes desired by humans. Tameness is a common behavioural trait found in all domesticated animals. At the same time, these domesticated animals exhibit a variety of morphological, behavioural, and physiological traits that differ from their wild counterparts of their ancestral species. These traits are collectively referred to as domestication syndrome. However, whether this phenomenon exists is debatable. Previously, selective breeding has been used to enhance active tameness, a motivation to interact with humans, in wild heterogeneous stock mice derived from eight wild inbred strains. In the current study, we used tame mice to study how selective breeding for active tameness affects behavioural and morphological traits. A series of behavioural and morphological analyses on mice showed an increased preference for social stimuli and a longer duration of engagement in non-aggressive behaviour. However, no differences were observed in exploratory or anxiety-related behaviours. Similarly, selection for tameness did not affect ultrasonic vocalisations in mice, and no changes were observed in known morphological traits associated with domestication syndrome. These results suggest that there may be a link between active tameness and sociability and provide insights into the relationship between tameness and other behaviours in the context of domestication.

驯养动物是在最初的无意识选择阶段之后,通过选择理想的性状而发展起来的,现在表现出人类所期望的表型。驯良是所有驯养动物的共同行为特征。与此同时,这些被驯化的动物在形态、行为和生理上表现出各种不同于其祖先物种的野生同类的特征。这些特征统称为驯化综合征。然而,这种现象是否存在还存在争议。在此之前,我们曾利用选择性育种来提高野生异种小鼠的主动驯化性,即与人类互动的动机,这些小鼠来自八个野生近交系。在本研究中,我们使用驯化小鼠来研究主动驯化性的选择性繁殖如何影响行为和形态特征。对小鼠进行的一系列行为和形态分析表明,小鼠对社会性刺激的偏好增加,参与非攻击性行为的持续时间延长。然而,在探索或焦虑相关行为方面没有观察到差异。同样,驯化选择并不影响小鼠的超声波发声,也没有观察到与驯化综合征相关的已知形态特征发生变化。这些结果表明,主动驯化与社会性之间可能存在联系,并为驯化过程中驯化与其他行为之间的关系提供了启示。
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引用次数: 0
Increased burden of rare protein-truncating variants in constrained, brain-specific and synaptic genes in extremely impulsively violent males with antisocial personality disorder 在患有反社会人格障碍的极端冲动暴力男性中,受限基因、大脑特异基因和突触基因中的罕见蛋白质截断变体的负担加重。
IF 2.5 4区 心理学 Q1 Neuroscience Pub Date : 2024-02-15 DOI: 10.1111/gbb.12882
Dita Mušálková, Anna Přistoupilová, Ivana Jedličková, Hana Hartmannová, Helena Trešlová, Lenka Nosková, Kateřina Hodaňová, Petra Bittmanová, Viktor Stránecký, Václav Jiřička, Michaela Langmajerová, Marc Woodbury-Smith, Mehdi Zarrei, Brett Trost, Stephen W. Scherer, Anthony J. Bleyer, Jan Vevera, Stanislav Kmoch

The genetic correlates of extreme impulsive violence are poorly understood, and there have been few studies that have characterized a large group of affected individuals both clinically and genetically. We performed whole exome sequencing (WES) in 290 males with the life-course-persistent, extremely impulsively violent form of antisocial personality disorder (APD) and analyzed the spectrum of rare protein-truncating variants (rPTVs). Comparisons were made with 314 male controls and publicly available genotype data. Functional annotation tools were used for biological interpretation. Participants were significantly more likely to harbor rPTVs in genes that are intolerant to loss-of-function variants (odds ratio [OR] 2.06; p < 0.001), specifically expressed in brain (OR 2.80; p = 0.036) and enriched for those involved in neurotransmitter transport and synaptic processes. In 60 individuals (20%), we identified rPTVs that we classified as clinically relevant based on their clinical associations, biological function and gene expression patterns. Of these, 37 individuals harbored rPTVs in 23 genes that are associated with a monogenic neurological disorder, and 23 individuals harbored rPTVs in 20 genes reportedly intolerant to loss-of-function variants. The analysis presents evidence in support of a model where presence of either one or several private, functionally relevant mutations contribute significantly to individual risk of life-course-persistent APD and reveals multiple individuals who could be affected by clinically unrecognized neuropsychiatric Mendelian disease. Thus, Mendelian diseases and increased rPTV burden may represent important factors for the development of extremely impulsive violent life-course-persistent forms of APD irrespective of their clinical presentation.

人们对极端冲动暴力的遗传相关性知之甚少,而且很少有研究从临床和遗传学两方面描述了一大批受影响的个体。我们对 290 名患有反社会型人格障碍(APD)的男性患者进行了全外显子组测序(WES),分析了罕见蛋白质截断变体(rPTV)的谱系。结果与 314 名男性对照组和公开的基因型数据进行了比较。使用功能注释工具进行生物学解释。在不耐受功能缺失变异的基因中,参与者携带 rPTV 的几率明显更高(几率比 [OR] 2.06;p
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引用次数: 0
Neuropsychiatric disorders, chronotype and sleep: A narrative review of GWAS findings and the application of Mendelian randomization to investigate causal relationships 神经精神疾病、时间型和睡眠:对基因组学分析(GWAS)结果的叙述性回顾,以及应用孟德尔随机方法调查因果关系。
IF 2.5 4区 心理学 Q1 Neuroscience Pub Date : 2024-02-15 DOI: 10.1111/gbb.12885
Shane Crinion, Derek W. Morris, Lorna M. Lopez

Genome-wide association studies (GWAS) have been important for characterizing the genetic component and enhancing our understanding of the biological aetiology of both neuropsychiatric disorders and sleep-related phenotypes such as chronotype, which is our preference for morning or evening time. Mendelian randomization (MR) is a post-GWAS analysis that is used to infer causal relationships between potential risk factors and outcomes. MR uses genetic variants as instrumental variants for exposures to study the effect on outcomes. This review details the main results from GWAS of neuropsychiatric disorders and sleep-related phenotypes, and the application of MR to investigate their bidirectional relationship. The main results from MR studies of neuropsychiatric disorders and sleep-related phenotypes are summarized. These MR studies have identified 37 causal relationships between neuropsychiatric disorders and sleep-related phenotypes. MR studies identified evidence of a causal role for five neuropsychiatric disorders and symptoms (attention deficit hyperactivity disorder, bipolar disorder, depressive symptoms, major depressive disorder and schizophrenia) on sleep-related phenotypes and evidence of a causal role for five sleep-related phenotypes (daytime napping, insomnia, morning person, long sleep duration and sleep duration) on risk for neuropsychiatric disorders. These MR results show a bidirectional relationship between neuropsychiatric disorders and sleep-related phenotypes and identify potential risk factors for follow-up studies.

全基因组关联研究(GWAS)对于确定遗传因素的特征以及加深我们对神经精神疾病和睡眠相关表型(如时间型,即我们对早晨或傍晚时间的偏好)的生物病因学的了解非常重要。孟德尔随机化(MR)是一种后GWAS分析,用于推断潜在风险因素与结果之间的因果关系。MR 使用遗传变异作为暴露的工具变异,以研究对结果的影响。本综述详细介绍了神经精神疾病和睡眠相关表型的 GWAS 主要结果,以及 MR 在研究其双向关系中的应用。综述了神经精神疾病和睡眠相关表型的磁共振研究的主要结果。这些磁共振研究确定了 37 种神经精神疾病与睡眠相关表型之间的因果关系。磁共振研究发现了五种神经精神疾病和症状(注意缺陷多动障碍、双相情感障碍、抑郁症状、重度抑郁障碍和精神分裂症)对睡眠相关表型的因果作用证据,以及五种睡眠相关表型(白天打盹、失眠、早睡早起、睡眠时间长和睡眠持续时间)对神经精神疾病风险的因果作用证据。这些磁共振结果表明,神经精神疾病与睡眠相关表型之间存在双向关系,并为后续研究确定了潜在的风险因素。
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引用次数: 0
Paleogenomic insights into cooperation in the ancient Andes from positive selection on oxytocin pathway genes 从催产素通路基因的正选择看古基因组学对古代安第斯山脉合作的启示
IF 2.5 4区 心理学 Q1 Neuroscience Pub Date : 2024-02-05 DOI: 10.1111/gbb.12877
Sophie K. Joseph, Elizabeth Wagman, Nabeel Diab, Nicholas Ryu, Minwoo Lee, Randall Haas, James K. Rilling, Mark S. Aldenderfer, John Lindo

Human societies are characterized by norms that restrict selfish behavior and promote cooperation. The oxytocin system is an important modulator of social behavior that may be involved in the evolution of cooperation. Oxytocin acts in both the nucleus accumbens and the anterior cingulate cortex to promote social bonding and social cohesion. Expression of the CD38 and OXTR genes is known to affect oxytocin secretion and binding, respectively, in these brain areas. The Andean highlands provide an excellent opportunity to evaluate the role of oxytocin in the evolution of cooperation. The rich archeological record spans 13,000 years of population growth and cooperative challenges through periods of highland exploration, hunting economies, agro-pastoralism, and urbanization. Through allele trajectory modeling using both ancient and contemporary whole genomes, we find evidence for strong positive selection on the OXTR and CD38 alleles linked with increased oxytocin signaling. These selection events commenced around 2.5 and 1.25 thousand years ago, placing them in the region's Upper Formative and Tiwanaku periods—a time of population growth, urbanization, and relatively low rates of violence. Along with remarkable and enduring cultural developments, increased oxytocin secretion and receptor binding in these brain areas may have facilitated large-scale cooperation that promoted early urbanization in the Titicaca Basin of the Andean highlands.

人类社会的特点是限制自私行为和促进合作。催产素系统是社会行为的重要调节器,可能与合作的进化有关。催产素同时作用于凹凸核和前扣带回皮层,促进社会联系和社会凝聚力。已知 CD38 和 OXTR 基因的表达分别影响催产素在这些脑区的分泌和结合。安第斯高原为评估催产素在合作进化中的作用提供了绝佳的机会。丰富的考古记录跨越了 13,000 年的人口增长和合作挑战,经历了高原探索、狩猎经济、农牧业和城市化时期。通过使用古代和当代全基因组进行等位基因轨迹建模,我们发现了与催产素信号增强有关的 OXTR 和 CD38 等位基因受到强烈正向选择的证据。这些选择事件分别发生在距今约 2500 年和 125000 年前,处于该地区的上形成期和提瓦纳库时期--人口增长、城市化和暴力发生率相对较低的时期。伴随着卓越而持久的文化发展,这些脑区催产素分泌和受体结合的增加可能促进了大规模合作,从而推动了安第斯高原的的喀喀湖盆地的早期城市化。
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引用次数: 0
Large analysis of genetic manipulations reveals an inverse correlation between initial alcohol resistance and rapid tolerance phenotypes 对遗传操作的大量分析表明,初始耐酒精性与快速耐受表型之间存在反相关关系
IF 2.5 4区 心理学 Q1 Neuroscience Pub Date : 2024-01-30 DOI: 10.1111/gbb.12884
Maggie M. Chvilicek, Alexandra Seguin, Daniel R. Lathen, Iris Titos, Pearl N. Cummins-Beebee, Miguel A. Pabon, Maša Miščević, Emily Nickel, Collin B. Merrill, Aylin R. Rodan, Adrian Rothenfluh

Tolerance occurs when, following an initial experience with a substance, more of the substance is required subsequently to induce identical behavioral effects. Tolerance is not well-understood, and numerous researchers have turned to model organisms, particularly Drosophila melanogaster, to unravel its mechanisms. Flies have high translational relevance for human alcohol responses, and there is substantial overlap in disease-causing genes between flies and humans, including those associated with Alcohol Use Disorder. Numerous Drosophila tolerance mutants have been described; however, approaches used to identify and characterize these mutants have varied across time and labs and have mostly disregarded any impact of initial resistance/sensitivity to ethanol on subsequent tolerance development. Here, we analyzed our own, as well as data published by other labs to uncover an inverse correlation between initial ethanol resistance and tolerance phenotypes. This inverse correlation suggests that initial resistance phenotypes can explain many ‘perceived’ tolerance phenotypes, thus classifying such mutants as ‘secondary’ tolerance mutants. Additionally, we show that tolerance should be measured as a relative increase in time to sedation between an initial and second exposure rather than an absolute change in time to sedation. Finally, based on our analysis, we provide a method for using a linear regression equation to assess the residuals of potential tolerance mutants. These residuals provide predictive insight into the likelihood of a mutant being a ‘primary’ tolerance mutant, where a tolerance phenotype is not solely a consequence of initial resistance, and we offer a framework for understanding the relationship between initial resistance and tolerance.

当初次接触某种物质后,需要更多的该物质才能诱发相同的行为效应时,就会产生耐受性。人们对耐受性并不十分了解,许多研究人员转而研究模式生物,特别是黑腹果蝇,以揭示其机制。果蝇与人类的酒精反应具有高度的转化相关性,而且果蝇与人类的致病基因有大量重叠,包括那些与酒精使用障碍相关的基因。已经描述了许多果蝇耐受突变体;然而,用于鉴定和描述这些突变体的方法因时间和实验室而异,而且大多忽略了最初对乙醇的抗性/敏感性对随后耐受性发展的影响。在此,我们分析了我们自己以及其他实验室公布的数据,发现初始乙醇抗性与耐受性表型之间存在反相关关系。这种反相关性表明,初始抗性表型可以解释许多 "感知 "耐受性表型,从而将这类突变体归类为 "次级 "耐受性突变体。此外,我们还发现,耐受性应该用初次和第二次暴露之间镇静时间的相对增加来衡量,而不是镇静时间的绝对变化。最后,根据我们的分析,我们提供了一种使用线性回归方程评估潜在耐受性突变体残差的方法。这些残差可预测突变体成为 "原发性 "耐受性突变体的可能性,即耐受性表型不完全是初始抗性的结果,我们还提供了一个理解初始抗性与耐受性之间关系的框架。
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引用次数: 0
Principal and independent genomic components of brain structure and function 大脑结构和功能的主要和独立基因组成分。
IF 2.5 4区 心理学 Q1 Neuroscience Pub Date : 2024-01-15 DOI: 10.1111/gbb.12876
Lennart M. Oblong, Sourena Soheili-Nezhad, Nicolò Trevisan, Yingjie Shi, Christian F. Beckmann, Emma Sprooten

The highly polygenic and pleiotropic nature of behavioural traits, psychiatric disorders and structural and functional brain phenotypes complicate mechanistic interpretation of related genome-wide association study (GWAS) signals, thereby obscuring underlying causal biological processes. We propose genomic principal and independent component analysis (PCA, ICA) to decompose a large set of univariate GWAS statistics of multimodal brain traits into more interpretable latent genomic components. Here we introduce and evaluate this novel methods various analytic parameters and reproducibility across independent samples. Two UK Biobank GWAS summary statistic releases of 2240 imaging-derived phenotypes (IDPs) were retrieved. Genome-wide beta-values and their corresponding standard-error scaled z-values were decomposed using genomic PCA/ICA. We evaluated variance explained at multiple dimensions up to 200. We tested the inter-sample reproducibility of output of dimensions 5, 10, 25 and 50. Reproducibility statistics of the respective univariate GWAS served as benchmarks. Reproducibility of 10-dimensional PCs and ICs showed the best trade-off between model complexity and robustness and variance explained (PCs: |rz − max| = 0.33, |rraw − max| = 0.30; ICs: |rz − max| = 0.23, |rraw − max| = 0.19). Genomic PC and IC reproducibility improved substantially relative to mean univariate GWAS reproducibility up to dimension 10. Genomic components clustered along neuroimaging modalities. Our results indicate that genomic PCA and ICA decompose genetic effects on IDPs from GWAS statistics with high reproducibility by taking advantage of the inherent pleiotropic patterns. These findings encourage further applications of genomic PCA and ICA as fully data-driven methods to effectively reduce the dimensionality, enhance the signal to noise ratio and improve interpretability of high-dimensional multitrait genome-wide analyses.

行为特征、精神疾病以及大脑结构和功能表型具有高度的多基因和多效应性,这使得对相关全基因组关联研究(GWAS)信号的机理解释变得复杂,从而掩盖了潜在的因果生物学过程。我们提出了基因组主成分和独立成分分析(PCA、ICA)方法,将大量多模态脑特征的单变量 GWAS 统计数据分解为更易于解释的潜在基因组成分。在此,我们介绍并评估了这种新方法的各种分析参数以及在独立样本中的可重复性。我们检索了两份英国生物库 GWAS 统计摘要,其中包含 2240 个成像衍生表型(IDP)。使用基因组 PCA/ICA 对全基因组 beta 值及其相应的标准误差缩放 z 值进行了分解。我们评估了多达 200 个维度的解释方差。我们测试了 5、10、25 和 50 维输出的样本间重现性。各单变量 GWAS 的再现性统计作为基准。10 维 PCs 和 ICs 的可重复性显示了模型复杂性与稳健性和解释方差之间的最佳权衡(PCs:|rz-max|=0.33,|rraw-max|=0.30;ICs:|rz - max| = 0.23,|rraw - max| = 0.19)。与平均单变量 GWAS 重现性相比,基因组 PC 和 IC 重现性在维度 10 之前都有大幅提高。基因组成分按照神经成像模式聚类。我们的研究结果表明,基因组 PCA 和 ICA 利用固有的多向模式,从 GWAS 统计数据中分解出对 IDPs 的遗传效应,具有很高的可重复性。这些发现鼓励进一步应用基因组 PCA 和 ICA 作为完全数据驱动的方法,以有效降低维度、提高信噪比并改善高维多特征全基因组分析的可解释性。
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引用次数: 0
Discovery and validation of genes driving drug-intake and related behavioral traits in mice 发现并验证驱动小鼠药物摄入和相关行为特征的基因。
IF 2.5 4区 心理学 Q1 Neuroscience Pub Date : 2024-01-02 DOI: 10.1111/gbb.12875
Tyler A. Roy, Jason A. Bubier, Price E. Dickson, Troy D. Wilcox, Juliet Ndukum, James W. Clark, Stacey J. Sukoff Rizzo, John C. Crabbe, James M. Denegre, Karen L. Svenson, Robert E. Braun, Vivek Kumar, Stephen A. Murray, Jacqueline K. White, Vivek M. Philip, Elissa J. Chesler

Substance use disorders are heritable disorders characterized by compulsive drug use, the biological mechanisms for which remain largely unknown. Genetic correlations reveal that predisposing drug-naïve phenotypes, including anxiety, depression, novelty preference and sensation seeking, are predictive of drug-use phenotypes, thereby implicating shared genetic mechanisms. High-throughput behavioral screening in knockout (KO) mice allows efficient discovery of the function of genes. We used this strategy in two rounds of candidate prioritization in which we identified 33 drug-use candidate genes based upon predisposing drug-naïve phenotypes and ultimately validated the perturbation of 22 genes as causal drivers of substance intake. We selected 19/221 KO strains (8.5%) that had a difference from control on at least one drug-naïve predictive behavioral phenotype and determined that 15/19 (~80%) affected the consumption or preference for alcohol, methamphetamine or both. No mutant exhibited a difference in nicotine consumption or preference which was possibly confounded with saccharin. In the second round of prioritization, we employed a multivariate approach to identify outliers and performed validation using methamphetamine two-bottle choice and ethanol drinking-in-the-dark protocols. We identified 15/401 KO strains (3.7%, which included one gene from the first cohort) that differed most from controls for the predisposing phenotypes. 8 of 15 gene deletions (53%) affected intake or preference for alcohol, methamphetamine or both. Using multivariate and bioinformatic analyses, we observed multiple relations between predisposing behaviors and drug intake, revealing many distinct biobehavioral processes underlying these relationships. The set of mouse models identified in this study can be used to characterize these addiction-related processes further.

物质使用障碍是一种以强迫性使用毒品为特征的遗传性疾病,其生物学机制在很大程度上仍不为人所知。遗传相关性显示,易受药物影响的表型(包括焦虑、抑郁、新奇偏好和感觉寻求)可预测药物使用表型,从而暗示了共同的遗传机制。利用基因敲除(KO)小鼠进行高通量行为筛选可以有效地发现基因的功能。我们在两轮候选基因优先排序中使用了这一策略,根据易吸毒表型确定了 33 个吸毒候选基因,并最终验证了 22 个基因的扰动是药物摄入的因果驱动因素。我们选择了 19/221 个 KO 株系(8.5%),这些株系至少在一种药物新药预测行为表型上与对照有差异,并确定 15/19 株系(约 80%)影响了酒精、甲基苯丙胺或两者的消费或偏好。没有突变体在尼古丁消费或偏好方面表现出差异,这可能与糖精有关。在第二轮优先排序中,我们采用了多元方法来识别异常值,并使用甲基苯丙胺双瓶选择和乙醇暗饮方案进行了验证。我们确定了 15/401 株 KO 株系(占 3.7%,其中包括第一组中的一个基因)在易感表型方面与对照组差异最大。15 个基因缺失中有 8 个(53%)会影响酒精、甲基苯丙胺或两者的摄入量或偏好。通过多变量和生物信息学分析,我们观察到易感行为和药物摄入之间存在多种关系,揭示了这些关系背后许多不同的生物行为过程。本研究确定的一系列小鼠模型可用于进一步描述这些与成瘾相关的过程。
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引用次数: 0
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Genes Brain and Behavior
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