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The Association Between Frequency of Social Media Use, Wellbeing, and Depressive Symptoms: Disentangling Genetic and Environmental Factors. 社交媒体使用频率、幸福感和抑郁症状之间的关系:分离遗传和环境因素。
IF 2.2 4区 医学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-07-01 Epub Date: 2025-06-21 DOI: 10.1007/s10519-025-10224-2
Selim Sametoğlu, Dirk H M Pelt, Meike Bartels

Meta-analyses report small to moderate effect sizes or inconsistent associations (usually around r = -0.10) between wellbeing (WB) and social media use (SMU) and between anxious-depressive symptoms (ADS) and SMU (also around r = 0.10). This study employs the classical twin design, utilizing data from 6492 individuals from the Netherlands Twin Register, including 3369 MZ twins (893 complete twin pairs, 1583 incomplete twin pairs) and 3123 DZ twins (445 complete, 2233 incomplete) to provide insights into the sources of overlap between WB/ADS and SMU. Both hedonic and eudaimonic WB scales were used. SMU was measured by (1) the time spent on different social media platforms (SMUt), (2) the frequency of posting on social media (SMUf), and (3) the number of social media accounts individuals have (SMUn). Our results confirmed the low phenotypic correlations between WB and SMU (between r = -0.09 and 0.04) as well as between ADS and SMU (between r = 0.07 and 0.10). For SMU, heritability estimates between 32 and 72% were obtained. The small but significant phenotypic correlations between WB/ADS and the SMU phenotypes were mainly determined by genetic factors (in the range of 80-90%). For WB and SMU, genetic correlations were between -0.10 and -0.0, and for ADS and SMU genetic correlations were between 0.10 and 0.23. Genetic correlations implied limited but statistically significant sets of genes that affect WB/ADS and SMU levels. Overall, the results indicate that there is evidence that the small associations between WB/ADS and SMU are partly driven by overlapping genetic influences. We encourage researchers and experts to consider more personalized approaches when considering the association between WB and SMU, as well as understanding the reasons for individuals' observed SMU levels.

荟萃分析报告了幸福感(WB)与社交媒体使用(SMU)之间以及焦虑抑郁症状(ADS)与社交媒体使用(SMU)之间(r = 0.10左右)的小到中等效应大小或不一致的关联(通常在r = -0.10左右)。本研究采用经典双胞胎设计,利用来自荷兰双胞胎登记册的6492个个体的数据,包括3369对MZ双胞胎(893对完整双胞胎,1583对不完整双胞胎)和3123对DZ双胞胎(445对完整双胞胎,2233对不完整双胞胎),以深入了解WB/ADS和SMU之间重叠的来源。同时采用快乐型和快乐型两种WB量表。SMU通过(1)在不同社交媒体平台上花费的时间(SMUt),(2)在社交媒体上发帖的频率(SMUf)和(3)个人拥有的社交媒体账户数量(SMUn)来衡量。我们的结果证实了WB和SMU之间(r = -0.09和0.04之间)以及ADS和SMU之间(r = 0.07和0.10之间)的低表型相关性。SMU的遗传率估计在32%到72%之间。WB/ADS与SMU表型之间的相关性虽小但显著,主要由遗传因素决定(在80-90%之间)。WB与SMU的遗传相关在-0.10 ~ -0.0之间,ADS与SMU的遗传相关在0.10 ~ 0.23之间。遗传相关性暗示影响WB/ADS和SMU水平的基因组有限但具有统计学意义。总的来说,结果表明,有证据表明,WB/ADS和SMU之间的小关联部分是由重叠的遗传影响驱动的。我们鼓励研究人员和专家在考虑WB和SMU之间的关系时考虑更个性化的方法,以及理解个人观察到的SMU水平的原因。
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引用次数: 0
Raising the Floor? Genetic Influences on Educational Attainment Through the Lens of the Evolving Swedish Welfare State. 提高最低标准?从不断发展的瑞典福利国家看遗传对教育成就的影响》。
IF 2.6 4区 医学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-05-01 Epub Date: 2025-03-15 DOI: 10.1007/s10519-025-10219-z
Oskar Pettersson

Interest in the role of genetics in influencing key life outcomes such as educational attainment has grown quickly. However, the question of whether genetic influences on educational attainment, on average as well as in conjunction with socioeconomic circumstances, are moderated by macro-level factors has not yet received sufficient attention. This study combines polygenic indices for educational attainment (EA PGI) with high-quality register data in a large sample of Swedish twins of European ancestry born 1920-1999. Employing both conventional between-family and within-family models, the analyses suggest that the influences of education-related genetic propensities on educational attainment have increased in Sweden during the twentieth century, a period featuring major expansions of the Swedish educational system, and decreasing economic inequality. The analyses also suggest that the degree to which socioeconomic background enhances genetic influences on education has decreased across cohorts. Genetic influences on education do not appear to have translated into increased genetic influences on income. Additionally, there is some evidence of floor and ceiling effects in the analyses of dichotomous educational outcomes.

人们对遗传在影响受教育程度等关键人生结果方面所起作用的兴趣迅速增长。然而,遗传对教育程度的影响,无论是平均影响还是与社会经济环境的影响,是否会受到宏观因素的调节,这一问题尚未得到足够的重视。本研究将教育程度多基因指数(EA PGI)与高质量登记数据相结合,对 1920-1999 年出生的欧洲血统瑞典双胞胎进行了大样本研究。分析采用了传统的家系间模型和家系内模型,结果表明,教育相关遗传倾向对教育程度的影响在二十世纪的瑞典有所上升,这一时期瑞典教育体系得到了重大扩展,经济不平等现象也在减少。分析还表明,社会经济背景对教育遗传影响的增强程度在不同组群中有所下降。遗传对教育的影响似乎并没有转化为遗传对收入的影响。此外,在对二分法教育结果的分析中,有一些证据表明存在下限和上限效应。
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引用次数: 0
The Assessment and Heritability of a Brief Measure of Agency. 代理简要测度的评估与遗传力。
IF 2.6 4区 医学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-05-01 Epub Date: 2025-03-15 DOI: 10.1007/s10519-025-10220-6
Eleanor J Junkins, D A Briley, Jaime Derringer

The interpersonal circumplex describes two major axes of personality that guide much of social behavior. Agency, one half of the interpersonal circumplex, refers to relatively stable behavioral patterns that center on self-focused dominance and assertiveness assessed in terms of goals, values, or personality traits. However, the psychometric overlap between agency and the most closely linked big five dimension, extraversion, is not well-established, and little behavior genetic work has documented evidence concerning the role of genetic and environmental influences on trait agency. We used the Midlife Development in the United States study to examine agency, big five, and generativity with replication and robustness checks (Nnon-twins = 5,194; Ntwins = 1,914; NMilwaukee = 592). Results indicated that agency was higher in men (d = - 0.24), moderately heritable (44.4%), strongly correlated with extraversion (r =.51), moderately correlated with generativity (r =.36), and approximately 41% of the variance in agency was shared with the big five. The current brief measure of agency across two samples reflected smaller gender differences than historical expectations but supported its distinction from the big five traits at the current levels of analysis.

人际圈理论描述了指导大部分社会行为的人格的两个主要轴。代理是人际关系障碍的一半,指的是相对稳定的行为模式,以自我为中心的主导和自信为中心,通过目标、价值观或人格特征来评估。然而,代理和与大五维度联系最紧密的外向性之间的心理测量重叠并不完善,而且很少有行为遗传学研究证明遗传和环境影响对特质代理的作用。我们使用美国的中年发展研究来检验代理,大五,以及具有重复性和稳健性检查的生成性(非双胞胎= 5194;Ntwins = 1914;密尔沃基= 592)。结果表明,能动性在男性中较高(d = - 0.24),具有中度遗传性(44.4%),与外向性强相关(r = 0.51),与生成性中度相关(r = 0.36),能动性的变异约41%与五大人格共有。目前对两个样本的代理能力的简要测量反映出的性别差异比历史预期的要小,但在当前的分析水平上,它支持了它与五大特征的区别。
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引用次数: 0
Correction: Negative Life Events and Epigenetic Ageing: A Study in the Netherlands Twin Register. 更正:负面生活事件和表观遗传衰老:荷兰双胞胎登记册的研究。
IF 2.6 4区 医学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-05-01 DOI: 10.1007/s10519-025-10221-5
Bodine M A Gonggrijp, Steve G A van de Weijer, Catrien C J H Bijleveld, Dorret I Boomsma, Jenny van Dongen
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引用次数: 0
Towards a Greater Understanding of the Role of the Environment: A Systematic Review of Qualitative MZ Twin Differences Studies. 迈向对环境作用的更深入了解:对定性MZ双生子差异研究的系统回顾。
IF 2.2 4区 医学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-05-01 Epub Date: 2025-02-23 DOI: 10.1007/s10519-025-10217-1
Filip Marzecki, Kennath Widanaralalage, Nandini Bhandoh, Tom A McAdams, Yasmin I Ahmadzadeh, Helena M S Zavos

The environment is an important influence in the development of human behaviours and health outcomes. However, one of the most consistent findings from behavioural genetic studies is that most environmental influences are not shared between members of the same family. A compelling way of investigating these non-shared environmental influences is by using a monozygotic (MZ) twin differences design. Quantitative MZ differences studies have uncovered systematic non-shared environmental factors, i.e., those acting according to a general pattern in a population, for many traits, but may be omitting idiosyncratic or distinctive factors and mechanisms. Qualitative MZ differences design provides an alternative. In this study design, identical twins discordant on an outcome are interviewed in depth about the origins and context of their discordance, providing an insight into distinctive lived experiences. We conducted a systematic review examining the results and methodological features of studies using qualitative data collection and analyses to investigate differences in identical twins' experiences and outcomes. We applied a narrative synthesis. We identified seven studies, covering a range of phenotypes (e.g., anxiety or smoking) and participants (from children to older adults), which found a wide range of themes related to twins' discordance. A major theme arising from the narrative synthesis was the role of personality and individual traits, e.g., confidence or sexual orientation, in explaining MZ twins' discordant experiences and outcomes. Non-shared environmental factors are at least partly idiosyncratic and are therefore suitable for exploration with a qualitative research design, ideally in parallel with quantitative twin research in mixed-method research projects or programmes.

环境对人类行为和健康结果的形成具有重要影响。然而,行为遗传研究最一致的发现之一是,同一家族成员之间并不共享大多数环境影响因素。研究这些非共享环境影响因素的一种有效方法是采用单卵双生子(MZ)差异设计。定量的 MZ 差异研究发现了系统性的非共享环境因素,即在人群中按照一般模式作用于许多特征的因素,但可能忽略了特异性或独特性因素和机制。定性 MZ 差异设计提供了另一种选择。在这种研究设计中,对结果不一致的同卵双胞胎进行深入访谈,了解他们不一致的原因和背景,从而深入了解他们与众不同的生活经历。我们对采用定性数据收集和分析方法调查同卵双胞胎经历和结果差异的研究结果和方法特点进行了系统性回顾。我们采用了叙事综合法。我们确定了七项研究,涵盖了一系列表型(如焦虑或吸烟)和参与者(从儿童到老年人),发现了与双胞胎不和有关的广泛主题。叙事综述中出现的一个重要主题是人格和个体特征(如自信或性取向)在解释 MZ 双胞胎不一致经历和结果中的作用。非共同环境因素至少有一部分是特异性的,因此适合采用定性研究设计进行探讨,最好是在混合方法研究项目或计划中与双胞胎定量研究同时进行。
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引用次数: 0
Are Depressive and Anxiety Symptoms Differentially Associated with Alcohol Use Behaviors: Multivariate Behavioral Genetic Analyses. 抑郁和焦虑症状与酒精使用行为有差异吗:多变量行为遗传分析
IF 2.6 4区 医学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-05-01 Epub Date: 2025-02-27 DOI: 10.1007/s10519-025-10218-0
Tong Chen, Amanda M Ramos, Hermine H M Maes, Jennifer L Maggs, Jenae M Neiderhiser

This study examined whether adolescent depressive and anxiety symptoms were differentially associated with alcohol use behaviors, and how these associations were explained by genetic, shared, and nonshared environmental influences. Participants were from the Nonshared Environment and Adolescent Development project of same-sex twin/sibling pairs from 720 families. Twin/sibling depressive and anxiety symptoms were measured by self-report at Time 1 (Mage = 13.71 years, range = 9-18 years). Alcohol initiation and alcohol use severity were measured by self-report three years after Time 1 (age range = 12-21 years). Phenotypic Cholesky models were used to estimate the variance of depressive symptoms and the unique variance of anxiety symptoms (independent of depressive symptoms), and how these variances were associated with alcohol initiation and alcohol use severity. Biometric Cholesky models then estimated contributions of genetic, shared and nonshared environmental influences to these variances and covariances. Antisocial behaviors were included in all analyses to account for their associations with depressive symptoms, anxiety symptoms and alcohol use behaviors. Analyses were conducted using the full, the younger half, and the older half of the sample to explore age differences in all associations. Depressive or anxiety symptoms were not associated with alcohol use behaviors after controlling for variance shared with antisocial behaviors, although age-specific analyses suggested some potential effects to explore in future studies for late adolescence. To conclude, longitudinal associations between depressive or anxiety symptoms and alcohol use behaviors during adolescence were mainly driven by the general psychopathology factor shared between internalizing and externalizing problems.

本研究考察了青少年抑郁和焦虑症状是否与酒精使用行为存在差异,以及这些关联如何通过遗传、共有和非共有的环境影响来解释。参与者来自720个家庭的同性双胞胎/兄弟姐妹的非共享环境和青少年发展项目。双胞胎/兄弟姐妹的抑郁和焦虑症状在时间1时通过自我报告进行测量(年龄= 13.71岁,范围= 9-18岁)。时间1后3年通过自我报告测量酒精起始和酒精使用严重程度(年龄范围= 12-21岁)。使用表型Cholesky模型来估计抑郁症状的方差和焦虑症状的独特方差(独立于抑郁症状),以及这些方差如何与酒精开始和酒精使用严重程度相关。然后,生物识别Cholesky模型估计了遗传、共享和非共享环境影响对这些方差和协方差的贡献。反社会行为被纳入所有分析,以解释其与抑郁症状、焦虑症状和酒精使用行为的关联。研究人员使用完整的、年轻的和年长的一半样本进行分析,以探索所有关联的年龄差异。在控制了与反社会行为共有的差异后,抑郁或焦虑症状与酒精使用行为无关,尽管特定年龄的分析表明,在未来的青春期后期研究中,一些潜在的影响有待探索。综上所述,抑郁或焦虑症状与青春期酒精使用行为之间的纵向关联主要是由内化和外化问题之间共有的一般精神病理因素驱动的。
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引用次数: 0
Negative Life Events and Epigenetic Ageing: A Study in the Netherlands Twin Register. 消极生活事件和表观遗传衰老:荷兰双胞胎登记的研究。
IF 2.6 4区 医学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-05-01 Epub Date: 2024-12-11 DOI: 10.1007/s10519-024-10211-z
Bodine M A Gonggrijp, Steve G A van de Weijer, Catrien C J H Bijleveld, Dorret I Boomsma, Jenny van Dongen

We aimed to understand the long-term impact of negative life events on epigenetic aging in 1783 adults from the Netherlands Twin Register, analyzing five epigenetic biomarkers (Hannum, Horvath, PhenoAge, GrimAge, DunedinPACE) and a series of negative life events, including victimization and economic hardship. In population-level analyses, associations between a higher number of negative life events (particularly financial adversities, sexual crimes, and job loss) were seen for the GrimAge biomarker. The association between the number of negative life events and financial problems and epigenetic age acceleration measured by the GrimAge biomarker persisted after adjusting for BMI, smoking, and white blood cell counts. In monozygotic twin pairs discordant for negative life events (263 pairs) the associations were diminished, indicating that the population associations may be confounded by shared familial (genetic and environmental) factors. These findings underscore the intricate link between environmental stressors and biological aging, stressing the need for comprehensive studies considering both genetic and environmental influences.

为了了解负面生活事件对来自荷兰Twin Register的1783名成年人表观遗传衰老的长期影响,我们分析了五种表观遗传生物标志物(Hannum, Horvath, PhenoAge, GrimAge, DunedinPACE)和一系列负面生活事件,包括受害和经济困难。在人口水平的分析中,GrimAge生物标记物发现了更多负面生活事件(特别是经济逆境、性犯罪和失业)之间的联系。负面生活事件和财务问题的数量与grimge生物标志物测量的表观遗传年龄加速之间的关联在调整BMI、吸烟和白细胞计数后仍然存在。在263对生活事件不一致的同卵双胞胎中,这种相关性减弱,表明群体相关性可能被共同的家族(遗传和环境)因素所混淆。这些发现强调了环境压力因素与生物衰老之间的复杂联系,强调了考虑遗传和环境影响的综合研究的必要性。
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引用次数: 0
The Genetic Specificity of Cognitive Tests After Controlling for General Cognitive Ability. 控制一般认知能力后认知测试的遗传特异性。
IF 2.6 4区 医学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2025-02-18 DOI: 10.1007/s10519-025-10213-5
Francesca Procopio, Engin Keser, Jacob Knyspel, Margherita Malanchini, Kaili Rimfeld, Robert Plomin

Diverse tests of cognitive abilities correlate about 0.30 phenotypically and about 0.60 genetically. Their phenotypic overlap defines general cognitive ability (g), driven largely by genetic overlap. Consequently, much of our understanding of the genetic landscape of specific cognitive tests likely reflects g rather than the tests themselves. Removing this g-associated genetic variance will sharpen research on cognitive tests. Here, we use Genomic Structural Equation Modelling (Genomic SEM) to remove shared genetic variance among 12 diverse cognitive tests that capture verbal and nonverbal cognitive domains. We applied Genomic SEM to summary statistics from the largest genome-wide association studies of verbal tests (GenLang Consortium, five tests) and largely nonverbal tests (UK Biobank, seven tests) to chart the genetic landscape of the 12 tests independent of g as compared to uncorrected cognitive tests. We found that SNP heritabilities were nearly as high for the tests corrected for g as uncorrected: the average SNP heritability was 0.16 (SE = 0.02) for the uncorrected tests and 0.13 (SE = 0.02) for the tests corrected for g. Despite this, the genetic landscape of the cognitive tests transformed after controlling for genomic g. The matrix of positive genetic correlations for the cognitive tests (average 0.45) disappeared after g-correction, and some strong negative correlations emerged; for instance, Memory and Word (-0.72), Fluid and Symbol (-0.72), and Tower and Spelling (-0.79). The summary statistics for these g-corrected cognitive tests can be used by researchers to create polygenic scores that focus on the specificity of the tests.

不同的认知能力测试在表型上的相关性约为0.30,在遗传上的相关性约为0.60。它们的表型重叠决定了一般的认知能力(g),主要由基因重叠驱动。因此,我们对特定认知测试的基因景观的理解很可能反映了g而不是测试本身。消除这种与g相关的基因变异将使认知测试的研究更加敏锐。在这里,我们使用基因组结构方程模型(基因组SEM)来去除12种不同的认知测试中共享的遗传变异,这些测试捕获了语言和非语言认知领域。我们应用基因组扫描技术总结了语言测试(GenLang Consortium, 5项测试)和非语言测试(UK Biobank, 7项测试)的最大全基因组关联研究的统计数据,以绘制独立于g的12项测试与未校正的认知测试的遗传图谱。我们发现,校正g的测试与未校正的测试的SNP遗传率几乎一样高:未校正测试的平均SNP遗传率为0.16 (SE = 0.02),校正g的测试的平均SNP遗传率为0.13 (SE = 0.02)。尽管如此,在控制基因组g后,认知测试的遗传格局发生了变化。校正g后,认知测试的正遗传相关矩阵(平均0.45)消失了,出现了一些强烈的负相关;例如,《记忆与词汇》(-0.72)、《流体与符号》(-0.72)以及《塔与拼写》(-0.79)。研究人员可以使用这些g校正认知测试的汇总统计数据来创建专注于测试特异性的多基因评分。
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引用次数: 0
GenomicSEM Modelling of Diverse Executive Function GWAS Improves Gene Discovery. 不同执行功能GWAS的基因组扫描电镜模型改进基因发现。
IF 2.6 4区 医学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2025-02-01 DOI: 10.1007/s10519-025-10214-4
Lucas C Perry, Nicolas Chevalier, Michelle Luciano

Previous research has supported the use of latent variables as the gold-standard in measuring executive function. However, for logistical reasons genome-wide association studies (GWAS) of executive function have largely eschewed latent variables in favour of singular task measures. As low correlations have traditionally been found between individual executive function (EF) tests, it is unclear whether these GWAS have truly been measuring the same construct. In this study, we addressed this question by performing a factor analysis on summary statistics from eleven GWAS of EF taken from five studies, using GenomicSEM. Models demonstrated a bifactor structure consistent with previous research, with factors capturing common EF and working memory- specific variance. Furthermore, the GWAS performed on this model identified 20 new genomic risk loci for common EF and 4 for working memory reaching genome-wide significance beyond what was found in the constituent GWAS, together resulting in 29 newly mapped EF genes. These results help to clarify the underlying genetic structure of EF and support the idea that EF GWAS are capable of measuring genetic variance related to latent EF constructs even when not using factor scores. Furthermore, they demonstrate that GenomicSEM can combine GWAS with divergent and non-ideal measures of the same phenotype to improve statistical power.

先前的研究支持使用潜在变量作为衡量执行功能的金标准。然而,由于逻辑上的原因,执行功能的全基因组关联研究(GWAS)在很大程度上避开了潜在变量,而倾向于单一任务测量。由于传统上发现个体执行功能(EF)测试之间的相关性较低,因此尚不清楚这些GWAS是否真的测量了相同的结构。在本研究中,我们通过使用GenomicSEM对来自5项研究的11个EF GWAS的汇总统计数据进行因子分析来解决这个问题。模型显示了与先前研究一致的双因子结构,其中因子捕获了共同EF和工作记忆特异性方差。此外,在该模型上进行的GWAS鉴定出了20个普通EF的新基因组风险位点和4个工作记忆的基因组风险位点,这些位点在全基因组范围内具有重要意义,超过了GWAS的组成部分,共同产生了29个新定位的EF基因。这些结果有助于澄清EF的潜在遗传结构,并支持EF GWAS即使在不使用因子评分的情况下也能够测量与潜在EF结构相关的遗传变异的观点。此外,他们证明了GenomicSEM可以将GWAS与相同表型的不同和非理想测量相结合,以提高统计能力。
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引用次数: 0
No Evidence of Interaction Between FADS2 Genotype and Breastfeeding on Cognitive or Other Traits in the UK Biobank. 在英国生物银行中,没有证据表明FADS2基因型和母乳喂养对认知或其他性状有相互作用。
IF 2.6 4区 医学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-03-01 Epub Date: 2024-12-09 DOI: 10.1007/s10519-024-10210-0
Giulio Centorame, Nicole M Warrington, Gibran Hemani, Geng Wang, George Davey Smith, David M Evans

Breastfeeding is hypothesised to benefit child health and cognitive functioning by providing long-chain polyunsaturated fatty acids, which are essential for brain development. In 2007, Caspi et al. found evidence in two cohorts for an interaction between genetic variation in the FADS2 gene (a gene involved in fatty acid metabolism) and breastfeeding on IQ. However, subsequent studies have provided mixed evidence for the existence of an interaction. We investigated the relationship between genetic variation in the FADS2 region, breastfeeding, and their interaction in up to 335,650 individuals from the UK Biobank. We tested for the interaction over a range of cognitive functioning tests, as well as educational attainment and other traits thought to be influenced by breastfeeding, including cardiometabolic traits, number of offspring, and atopic allergy. FADS2 alleles associated with an increase in docosahexaenoic acid in blood serum (the C allele of rs174575) were associated with decreased verbal-numerical reasoning ( p = 2.28 × 10 - 5 ) and triglycerides ( p = 1.40 × 10 - 41 ), increased number of offspring ( p = 3.40 × 10 - 5 ), total cholesterol ( p = 5.28 × 10 - 36 ), HDL ( p = 1.42 × 10 - 51 ), and LDL cholesterol ( p = 1.46 × 10 - 21 ). We observed no evidence of an interaction in any of the traits, regardless of the modelling strategy on any cognitive or non-cognitive traits. We postulate that the previous positive findings are likely to be spurious, perhaps due to lack of appropriate control for latent population structure.

据推测,母乳喂养通过提供对大脑发育至关重要的长链多不饱和脂肪酸,有利于儿童的健康和认知功能。2007年,Caspi等人在两个队列中发现了FADS2基因(一种参与脂肪酸代谢的基因)的遗传变异与母乳喂养对智商的影响之间存在相互作用的证据。然而,随后的研究提供了相互作用存在的混合证据。我们调查了来自UK Biobank的335,650个个体的FADS2区域遗传变异、母乳喂养及其相互作用之间的关系。我们通过一系列认知功能测试、受教育程度和其他被认为受母乳喂养影响的特征(包括心脏代谢特征、后代数量和特应性过敏)来测试这种相互作用。FADS2等位基因与二十二碳六烯酸的增加血清(rs174575 C等位基因)与降低verbal-numerical推理有关(p = 2.28×10 - 5)和甘油三酯(p = 1.40×10 - 41),子女数量的增加(p = 3.40×10 - 5)、总胆固醇(p = 5.28×10 - 36),高密度脂蛋白(p = 1.42×10 - 51)和低密度脂蛋白胆固醇(p = 1.46×10 - 21)。无论对任何认知或非认知特征采用何种建模策略,我们都没有观察到任何特征之间存在相互作用的证据。我们假设先前的积极发现可能是虚假的,可能是由于缺乏对潜在群体结构的适当控制。
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Behavior Genetics
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