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iNOME-seq: in vivo simultaneous genome-wide mapping of chromatin accessibility, nucleosome positioning, DNA-binding protein sites, and DNA methylation in Arabidopsis. iNOME-seq:拟南芥中染色质可及性、核小体定位、DNA结合蛋白位点和DNA甲基化的体内同步全基因组图谱。
IF 12.3 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-10-22 DOI: 10.1186/s13059-025-03760-x
Nosheen Hussain, Ryan Merritt, Julia Engelhorn, Javier Antunez-Sanchez, Anjar Wibowo, David Latrasse, Travis Wrightsman, Maximillian Collenberg, Ilja Bezrukov, Hidayah Alotaibi, Elsa Carrasco, Moussa Benhamed, Detlef Weigel, Nicolae Radu Zabet, Jose Gutierrez-Marcos

We present iNOMe-seq, a novel method for in vivo simultaneous profiling of chromatin accessibility, nucleosome occupancy, DNA-binding protein sites, and DNA methylation in living tissues. iNOMe-seq utilizes an m5C methyltransferase to mark accessible cytosines in a GpC context, bypassing nucleosome-restricted regions. Using Arabidopsis thaliana, we demonstrate that iNOMe-seq improves chromatin accessibility quantification compared to existing methods. Furthermore, it allows for the spatial and temporal analysis of chromatin dynamics, transcription factor binding, and DNA methylation, offering insight into the role of epigenetic components in transcriptional regulation across tissues and genetic variations in natural populations.

我们提出了iNOMe-seq,一种在活体组织中同时分析染色质可及性、核小体占用、DNA结合蛋白位点和DNA甲基化的新方法。iNOMe-seq利用m5C甲基转移酶在GpC背景下标记可接近的胞嘧啶,绕过核小体限制区域。利用拟南芥,我们证明了与现有方法相比,iNOMe-seq改善了染色质可及性定量。此外,它还允许对染色质动力学、转录因子结合和DNA甲基化进行时空分析,从而深入了解表观遗传成分在跨组织转录调控和自然群体遗传变异中的作用。
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引用次数: 0
Efficient glycosylase-mediated base editing with minimal off-target effects in mammalian embryos. 在哺乳动物胚胎中有效的糖基酶介导的碱基编辑与最小的脱靶效应。
IF 12.3 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-10-21 DOI: 10.1186/s13059-025-03838-6
Yinghui Wei, Xi Cao, Shuhong Huang, Yang Yue, Muhua Luo, Zujiang Liu, Bo Liu, Qijing Zhang, Yangsheng Wu, Liqin Wang, Jiapeng Lin, Yulin Chen, Wenxin Zheng, Weiwei Wu, Kun Xu, Xiaolong Wang

Developing glycosylase-based base editors (gBEs) to broaden the editing scope is highly desirable for biomedical research and agricultural applications. However, the off-target effects and applicability of gBEs need further investigation. We employ GOTI to detect rare DNA off-target events in mouse embryos injected with N-methylpurine glycosylase-based AYBE and gGBE. Transcriptome-wide RNA analysis reveals that TadA8e-V106W, derived from AYBE, induces low-frequency RNA off-target editing. Both base editors efficiently induce A/G-to-Y editing in mouse and sheep embryos, and in newborn lambs. The robust efficiency and specificity of AYBE and gGBE underscore their potential for clinical applications and genetic improvement in livestock.

开发基于糖基酶的碱基编辑器(gBEs)以扩大编辑范围是生物医学研究和农业应用的迫切需要。然而,gBEs的脱靶效应和适用性有待进一步研究。我们使用GOTI检测注射了n -甲基嘌呤糖基酶的AYBE和gGBE的小鼠胚胎中罕见的DNA脱靶事件。转录组RNA分析显示,TadA8e-V106W衍生自AYBE,诱导低频RNA脱靶编辑。这两种碱基编辑器都能在小鼠和绵羊胚胎以及新生羔羊中有效地诱导A/G-to-Y编辑。AYBE和gGBE的强大效率和特异性强调了它们在牲畜临床应用和遗传改良方面的潜力。
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引用次数: 0
The epigenetics effects of transposable elements are genomic context dependent and not restricted to gene silencing in Drosophila. 转座因子的表观遗传学效应依赖于基因组环境,并不局限于果蝇的基因沉默。
IF 12.3 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-08-18 DOI: 10.1186/s13059-025-03705-4
Marta Coronado-Zamora, Josefa González

Background: Transposable elements (TEs) represent a threat to genome integrity due to their proliferative capacity. Eukaryotic cells silence TEs through different molecular mechanisms, including the deposition of repressive histone marks. Previous studies have shown that TE repressive marks can spread to neighboring sequences. However, evidence for this spreading leading to nearby gene silencing remains limited. Similarly, whether TEs induce changes in the enrichment of active histone marks genome-wide, and the potential impact on gene expression have not been widely studied.

Results: In this work, we perform a comprehensive study of the epigenetic effects of 2235 TEs and their potential effects on nearby gene expression on Drosophila melanogaster head, gut, and ovary. While most TEs (816) induce the enrichment of the H3K9me3 repressive mark, with stronger epigenetic effects in the ovary, a substantial number (345 TEs) induce the enrichment of the H3K27ac active mark, particularly in the gut. We find that 70% of the H3K9me3 enriched TEs associated with expression changes downregulate the nearby gene, and 50% of the H3K27ac enriched TEs associated with expression changes lead to gene upregulation. These changes in expression affect specific regulatory networks only in the head. Furthermore, TE epigenetic effects on gene expression are genomic context dependent. Finally, we find that 221 TEs also affect gene expression by disrupting regions enriched for histone marks.  CONCLUSIONS: Overall, our results show that TEs contribute to the generation of regulatory novelty through epigenetic changes, with these epigenetic effects not restricted to gene silencing and being genomic context dependent.

背景:转座因子(te)由于其增殖能力对基因组完整性构成威胁。真核细胞通过不同的分子机制沉默TEs,包括抑制性组蛋白标记的沉积。先前的研究表明,TE抑制标记可以传播到邻近的序列。然而,这种传播导致附近基因沉默的证据仍然有限。同样,TEs是否会在全基因组范围内诱导活性组蛋白标记富集的变化,以及对基因表达的潜在影响也没有得到广泛的研究。结果:在这项工作中,我们全面研究了2235个TEs的表观遗传效应及其对黑腹果蝇头部、肠道和卵巢附近基因表达的潜在影响。虽然大多数te(816)诱导H3K9me3抑制标记的富集,在卵巢中具有更强的表观遗传效应,但大量te(345)诱导H3K27ac活性标记的富集,特别是在肠道中。我们发现70%的H3K9me3富集的与表达变化相关的TEs下调附近基因,50%的H3K27ac富集的与表达变化相关的TEs导致基因上调。这些表达的变化只影响头部的特定调节网络。此外,TE对基因表达的表观遗传影响依赖于基因组背景。最后,我们发现221个TEs也通过破坏富含组蛋白标记的区域来影响基因表达。结论:总的来说,我们的研究结果表明,te通过表观遗传变化促进了调控新颖性的产生,这些表观遗传效应不仅限于基因沉默,而且依赖于基因组环境。
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引用次数: 0
The genetic history of Portugal over the past 5,000 years. 葡萄牙过去5000年的基因历史。
IF 12.3 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-08-18 DOI: 10.1186/s13059-025-03707-2
Xavier Roca-Rada, Roberta Davidson, Matthew P Williams, Vanessa Villalba-Mouco, António Faustino Carvalho, Shyamsundar Ravishankar, Evelyn Collen, Christian Haarkötter, Leonard Taufik, Daniel R Cuesta-Aguirre, Catarina Tente, Álvaro M Monge Calleja, Rebecca Anne MacRoberts, Linda Melo, Gludhug A Purnomo, Yassine Souilmi, Raymond Tobler, Eugénia Cunha, Sofia Tereso, Vítor M J Matos, Teresa Matos Fernandes, Anne-France Maurer, Ana Maria Silva, Pedro C Carvalho, Bastien Llamas, João C Teixeira

Background: Recent ancient DNA studies uncovering large-scale demographic events in Iberia have presented very limited data for Portugal, a country located at the westernmost edge of continental Eurasia. Here, we present the most comprehensive collection of Portuguese ancient genome-wide data, from 67 individuals spanning 5000 years of human history, from the Neolithic to the nineteenth century.

Results: We identify early admixture between local hunter-gatherers and Anatolian-related farmers in Neolithic Portugal, with a northeastern-southwestern gradient of increasing Magdalenian-associated ancestry persistence in Iberia. This profile continues into the Chalcolithic, though Bell Beaker-associated sites reveal Portugal's first evidence of Steppe-related ancestry. Such ancestry has a broader demographic impact during the Bronze Age, despite continuity of local Chalcolithic genetic ancestry and limited Mediterranean connections. The village of Idanha-a-Velha emerges in the Roman period as a site of significant migration and interaction, presenting a notably diverse genetic profile that includes North African and Eastern Mediterranean ancestries. The Early Medieval period is marked by the arrival of Central European genetic diversity, likely linked to migrations of Germanic tribes, adding to coeval local, African, and Mediterranean influences. The Islamic and Christian Conquest periods show strong genetic continuity in northern Portugal and significant additional African admixture in the south. The latter remains stable during the post-Islamic period, suggesting enduring African influences.

Conclusions: We reveal dynamic patterns of migration in line with cultural exchange across millennia, but also the persistence of local ancestries. Our findings integrate genetic information with historical and archeological data, enhancing our understanding of Iberia's biological and cultural heritage.

背景:最近的古代DNA研究揭示了伊比利亚的大规模人口事件,但葡萄牙这个位于欧亚大陆最西端的国家的数据非常有限。在这里,我们展示了最全面的葡萄牙古代全基因组数据,来自67个个体,跨越5000年的人类历史,从新石器时代到19世纪。结果:我们确定了新石器时代葡萄牙当地狩猎采集者与安纳托利亚相关农民之间的早期混合,在伊比利亚半岛,马格达莱纳相关祖先的持续存在具有东北-西南梯度。尽管与贝尔烧杯相关的遗址揭示了葡萄牙与草原有关的祖先的第一个证据,但这一概况一直延续到铜石器时代。尽管当地的铜器时代遗传祖先的连续性和有限的地中海联系,但这种祖先在青铜时代具有更广泛的人口影响。Idanha-a-Velha村出现在罗马时期,是一个重要的迁徙和互动场所,呈现出明显多样化的基因图谱,包括北非和东地中海祖先。中世纪早期以中欧基因多样性的到来为标志,这可能与日耳曼部落的迁徙有关,增加了同时期当地、非洲和地中海的影响。伊斯兰教和基督教征服时期在葡萄牙北部表现出强烈的遗传连续性,在南部表现出明显的非洲混合。后者在后伊斯兰时期保持稳定,表明持久的非洲影响。结论:我们揭示了数千年来与文化交流相一致的动态迁移模式,以及当地祖先的持久性。我们的发现将遗传信息与历史和考古数据结合起来,增强了我们对伊比利亚生物和文化遗产的理解。
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引用次数: 0
Conservation of bilaterian genome structure is the exception, not the rule. 双边基因组结构的保守是例外,而不是规律。
IF 12.3 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-08-18 DOI: 10.1186/s13059-025-03732-1
Thomas D Lewin, Isabel Jiah-Yih Liao, Yi-Jyun Luo

Species from diverse animal lineages have conserved groups of orthologous genes together on the same chromosome for over half a billion years since the last common ancestor of bilaterians. Although notable exceptions exist, the stability of chromosome-scale gene linkages has been proposed to be the norm among animals. Here we test this hypothesis across species from 52 bilaterian classes representing 15 different phyla. Contrary to expectations, we find that cases of genome structure conservation are rare, taxonomically restricted and unrepresentative of the general state of bilaterian genomes. Genome restructuring correlates with increased rates of protein sequence evolution and may be an underappreciated factor driving animal adaptation and diversification.

自最后一个双边动物的共同祖先以来,来自不同动物谱系的物种在同一染色体上保存了同源基因群超过5亿年。尽管存在显著的例外,染色体尺度上基因联系的稳定性被认为是动物之间的常态。在这里,我们在代表15个不同门的52个双边动物类的物种中检验了这一假设。与预期相反,我们发现基因组结构保守的情况很少,分类上受到限制,不能代表双边基因组的一般状态。基因组重组与蛋白质序列进化速率的增加相关,可能是驱动动物适应和多样化的一个未被充分认识的因素。
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引用次数: 0
Beware of counter-intuitive levels of false discoveries in datasets with strong intra-correlations. 小心在具有强内部相关性的数据集中出现反直觉的错误发现。
IF 12.3 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-08-18 DOI: 10.1186/s13059-025-03734-z
Chakravarthi Kanduri, Maria Mamica, Emilie Willoch Olstad, Manuela Zucknick, Jingyi Jessica Li, Geir Kjetil Sandve

The false discovery rate (FDR) controlling method by Benjamini and Hochberg (BH) is a popular choice in the omics fields. Here, we demonstrate that in datasets with a large degree of dependencies between features, FDR correction methods like BH can sometimes counter-intuitively report very high numbers of false positives, potentially misleading researchers. We call the attention of researchers to use suited multiple testing strategies and approaches like synthetic null data (negative control) to identify and minimize caveats related to false discoveries, as in the cases where false findings do occur, they may be numerous.

Benjamini和Hochberg (BH)提出的错误发现率(FDR)控制方法是组学领域的常用方法。在这里,我们证明了在特征之间具有很大程度依赖性的数据集中,像BH这样的FDR校正方法有时会反直觉地报告非常高的误报数量,这可能会误导研究人员。我们呼吁研究人员注意使用合适的多种测试策略和方法,如合成零数据(阴性对照),以识别和最小化与错误发现相关的警告,因为在错误发现确实发生的情况下,它们可能很多。
{"title":"Beware of counter-intuitive levels of false discoveries in datasets with strong intra-correlations.","authors":"Chakravarthi Kanduri, Maria Mamica, Emilie Willoch Olstad, Manuela Zucknick, Jingyi Jessica Li, Geir Kjetil Sandve","doi":"10.1186/s13059-025-03734-z","DOIUrl":"10.1186/s13059-025-03734-z","url":null,"abstract":"<p><p>The false discovery rate (FDR) controlling method by Benjamini and Hochberg (BH) is a popular choice in the omics fields. Here, we demonstrate that in datasets with a large degree of dependencies between features, FDR correction methods like BH can sometimes counter-intuitively report very high numbers of false positives, potentially misleading researchers. We call the attention of researchers to use suited multiple testing strategies and approaches like synthetic null data (negative control) to identify and minimize caveats related to false discoveries, as in the cases where false findings do occur, they may be numerous.</p>","PeriodicalId":48922,"journal":{"name":"Genome Biology","volume":"26 1","pages":"249"},"PeriodicalIF":12.3,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12359981/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144876349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Direct and bisulfite-free 5-methylcytosine and 5-hydroxymethylcytosine sequencing at single-cell resolution with scTAPS and scCAPS + . scTAPS和scCAPS +在单细胞分辨率下直接和无亚硫酸盐的5-甲基胞嘧啶和5-羟甲基胞嘧啶测序。
IF 12.3 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-08-18 DOI: 10.1186/s13059-025-03708-1
Xiufei Chen, Jingfei Cheng, Linzhen Kong, Xiao Shu, Haiqi Xu, Masato Inoue, Marion Silvana Fernández-Berrocal, Dagny Sanden Døskeland, Magnar Bjørås, Shivan Sivakumar, Yibin Liu, Jing Ye, Chun-Xiao Song

We present direct sequencing methodologies, scTAPS for 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) and scCAPS + specifically for 5hmC, enabling quantitative detection of 5mC and 5hmC at single-base resolution and single-cell level. Achieving approximately 90% mapping efficiency, our plate-based methods accurately recover 5mC and 5hmC profiles in CD8 + T and mouse embryonic stem cells. Notably, scCAPS + reveals a global increase in 5hmC across neuronal and non-neuronal cells in the hippocampus of aging mice. Our methods offer strong potential for seamless integration into high-throughput single-cell multi-omics, facilitating future investigations of epigenomic dynamics in specific biological processes.

我们提出了直接测序方法,scTAPS用于5-甲基胞嘧啶(5mC)和5-羟甲基胞嘧啶(5hmC), scCAPS +专门用于5hmC,能够在单碱基分辨率和单细胞水平上定量检测5mC和5hmC。我们基于平板的方法可以精确地恢复CD8 + T细胞和小鼠胚胎干细胞中的5mC和5hmC图谱,绘制效率约为90%。值得注意的是,scCAPS +揭示了衰老小鼠海马神经元和非神经元细胞中5hmC的整体增加。我们的方法为无缝整合高通量单细胞多组学提供了强大的潜力,促进了未来特定生物过程中表观基因组动力学的研究。
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引用次数: 0
Uncovering the multi-layer cis-regulatory landscape of rice via integrative nascent RNA analysis. 通过整合新生RNA分析揭示水稻多层顺式调控景观。
IF 12.3 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-08-18 DOI: 10.1186/s13059-025-03715-2
Marina Goliasse, Aurore Johary, Adrian E Platts, Fabian Ortner-Krause, Patrick P Edger, Jae Young Choi, Michael D Purugganan, Zoé Joly-Lopez

Background: Efforts to characterize regulatory elements in plant genomes traditionally rely on evolutionary conservation and chromatin accessibility. Recently, intergenic bi-directional nascent transcript has emerged as a putative hallmark of active enhancers. Here, we integrate these approaches to better define the cis-regulatory landscape of the rice genome.

Results: In juvenile leaf tissues of the Azucena rice variety, we analyze conserved noncoding sequences, intergenic bi-directional transcripts, and regions of open chromatin. These three features highlight distinct classes of regulatory targets, each exhibiting complexity and regulatory roles. Conserved noncoding sequences are associated with more complex regulatory interactions, while regions marked by chromatin accessibility or bi-directional nascent transcription tend to promote more stable regulatory activity. Some transcribed regulatory sites harbor elements linked to transposable element silencing, whereas others correlate with increased expression of nearby genes, pointing to candidate transcribed regulatory elements. We further identified molecular interactions between genic regions and intergenic transcribed regulatory elements using 3-dimensional chromatin contact data, we identify physical interactions between transcribed intergenic regions and genic regions. These interactions often co-localize with expression quantitative trait loci and coincide with increased transcription, further supporting a regulatory role.

Conclusions: Our integrative analysis reveals multiple distinct classes of regulatory elements in the rice genome, with overlapping but non-identical targets and signatures. Many candidate elements share features consistent with transcriptional enhancement, though the specific criteria for defining active enhancers in plants require further characterization. These findings underscore the importance of using complementary genomic signals to discover and characterize functionally diverse regulatory elements in plant genomes.

背景:植物基因组调控元件的特征研究传统上依赖于进化保守性和染色质可及性。最近,基因间双向新生转录物被认为是活性增强子的标志。在这里,我们整合这些方法来更好地定义水稻基因组的顺式调控景观。结果:在Azucena水稻幼代叶片组织中,我们分析了保守的非编码序列、基因间双向转录本和开放染色质区域。这三个特征突出了不同类别的监管目标,每一类都表现出复杂性和监管角色。保守的非编码序列与更复杂的调控相互作用有关,而染色质可及性或双向新生转录标记的区域倾向于促进更稳定的调控活性。一些转录调控位点包含与转座因子沉默相关的元件,而另一些则与附近基因的表达增加相关,指向候选转录调控元件。我们利用三维染色质接触数据进一步确定了基因区与基因间转录调控元件之间的分子相互作用,我们确定了转录的基因间区域与基因区之间的物理相互作用。这些相互作用通常与表达数量性状位点共定位,并与转录增加相吻合,进一步支持调控作用。结论:我们的综合分析揭示了水稻基因组中多个不同类别的调控元件,它们具有重叠但不相同的靶点和特征。许多候选元件具有与转录增强一致的特征,尽管在植物中定义活性增强子的具体标准需要进一步表征。这些发现强调了利用互补基因组信号来发现和表征植物基因组中功能多样的调控元件的重要性。
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引用次数: 0
Melody: meta-analysis of microbiome association studies for discovering generalizable microbial signatures. 旋律:发现微生物特征的微生物组关联研究的荟萃分析。
IF 12.3 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-08-18 DOI: 10.1186/s13059-025-03721-4
Zhoujingpeng Wei, Guanhua Chen, Zheng-Zheng Tang

Standard protocols for meta-analysis of association studies are inadequate for microbiome data due to their complex compositional structure, leading to inaccurate and unstable microbial signature selection. To address this issue, we introduce Melody, a framework that generates, harmonizes, and combines study-specific summary association statistics to powerfully and robustly identify microbial signatures in meta-analysis. Comprehensive and realistic simulations demonstrate that Melody substantially outperforms existing approaches in prioritizing true signatures. In the meta-analyses of five studies on colorectal cancer and eight studies on the gut metabolome, we showcase the superior stability, reliability, and predictive performance of Melody-identified signatures.

关联研究荟萃分析的标准方案不适合微生物组数据,因为它们的组成结构复杂,导致不准确和不稳定的微生物特征选择。为了解决这个问题,我们引入了Melody,这是一个框架,可以生成、协调和结合研究特定的汇总关联统计数据,从而在荟萃分析中强有力地识别微生物特征。全面和现实的模拟表明,Melody在优先考虑真实签名方面大大优于现有的方法。在对5项结直肠癌研究和8项肠道代谢组研究的荟萃分析中,我们展示了melody识别特征的优越稳定性、可靠性和预测性能。
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引用次数: 0
Genetic-by-age interaction analyses on complex traits in UK Biobank and their potential to identify effects on longitudinal trait change. 英国生物库中复杂性状的年龄遗传相互作用分析及其对纵向性状变化的潜在影响。
IF 12.3 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-11-28 DOI: 10.1186/s13059-024-03439-9
Thomas W Winkler, Simon Wiegrebe, Janina M Herold, Klaus J Stark, Helmut Küchenhoff, Iris M Heid

Background: Genome-wide association studies (GWAS) have identified thousands of loci for disease-related human traits in cross-sectional data. However, the impact of age on genetic effects is underacknowledged. Also, identifying genetic effects on longitudinal trait change has been hampered by small sample sizes for longitudinal data. Such effects on deteriorating trait levels over time or disease progression can be clinically relevant.

Results: Under certain assumptions, we demonstrate analytically that genetic-by-age interaction observed in cross-sectional data can be indicative of genetic association on longitudinal trait change. We propose a 2-stage approach with genome-wide pre-screening for genetic-by-age interaction in cross-sectional data and testing identified variants for longitudinal change in independent longitudinal data. Within UK Biobank cross-sectional data, we analyze 8 complex traits (up to 370,000 individuals). We identify 44 genetic-by-age interactions (7 loci for obesity traits, 26 for pulse pressure, few to none for lipids). Our cross-trait view reveals trait-specificity regarding the proportion of loci with age-modulated effects, which is particularly high for pulse pressure. Testing the 44 variants in longitudinal data (up to 50,000 individuals), we observe significant effects on change for obesity traits (near APOE, TMEM18, TFAP2B) and pulse pressure (near FBN1, IGFBP3; known for implication in arterial stiffness processes).

Conclusions: We provide analytical and empirical evidence that cross-sectional genetic-by-age interaction can help pinpoint longitudinal-change effects, when cross-sectional data surpasses longitudinal sample size. Our findings shed light on the distinction between traits that are impacted by age-dependent genetic effects and those that are not.

背景:全基因组关联研究(GWAS)已经在横断面数据中确定了数千个与疾病相关的人类性状的基因座。然而,年龄对遗传效应的影响尚未得到充分承认。此外,由于纵向数据样本量小,确定遗传对纵向性状变化的影响一直受到阻碍。随着时间的推移或疾病进展,这种对恶化的性状水平的影响可能具有临床相关性。结果:在一定的假设下,我们分析证明,在横断面数据中观察到的遗传-年龄相互作用可以指示纵向性状变化的遗传关联。我们提出了一种两阶段的方法,即在横断面数据中对基因年龄相互作用进行全基因组预筛选,并在独立的纵向数据中对已确定的变异进行纵向变化测试。在UK Biobank的横断面数据中,我们分析了8个复杂的特征(多达37万人)。我们确定了44个基因与年龄的相互作用(7个基因座与肥胖性状有关,26个基因座与脉压有关,很少或没有与脂质有关)。我们的交叉性状观点揭示了具有年龄调节效应的基因座比例的性状特异性,这在脉压方面尤其高。在纵向数据中测试44个变异(多达50,000个个体),我们观察到对肥胖性状(APOE, TMEM18, TFAP2B附近)和脉压(FBN1附近,IGFBP3;以与动脉硬化过程相关而闻名)。结论:我们提供的分析和经验证据表明,当横断面数据超过纵向样本量时,横断面遗传-年龄相互作用可以帮助确定纵向变化效应。我们的发现揭示了受年龄依赖的遗传效应影响的性状和不受年龄依赖的性状之间的区别。
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引用次数: 0
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