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Mitochondrial superoxide acts in the intestine to extend longevity 线粒体超氧化物在肠道中发挥作用延长寿命
Pub Date : 2024-09-19 DOI: 10.1101/2024.09.13.612915
Thomas Liontis, Megan M Senchuk, Shusen Zhu, Suleima Jacob-Tomas, Ulrich Anglas, Annika Traa, Sonja K Soo, Jeremy M. Van Raamsdonk
Reactive oxygen species (ROS) are highly reactive oxygen containing molecules that are generated by normal metabolism. While ROS can cause damage to the building blocks that make up cells, these molecules can also act as intracellular signals that promote longevity. The levels of ROS within the cell can be regulated by antioxidant enzymes, such as superoxide dismutase (SOD), which converts superoxide to hydrogen peroxide. Interestingly, our previous work has shown that disruption of the mitochondrial SOD gene sod-2 results in increased lifespan, indicating that elevating levels of mitochondrial superoxide can promote longevity. To explore the molecular mechanisms involved, we determined the tissues in which disruption of sod-2 is necessary for lifespan extension and the tissues in which disruption of sod-2 is sufficient to extend lifespan. We found that tissue-specific restoration of SOD-2 expression in worms lacking SOD-2 could partially revert changes in fertility, embryonic lethality and resistance to stress, but did not inhibit the effects of sod-2 deletion on lifespan. Knocking down sod-2 expression using RNA interference specifically in the intestine, but not other tissues, was sufficient to extend longevity. Intestine-specific knockdown of sod-2 also increased resistance to heat stress and while decreasing resistance to oxidative stress. Combined, these results indicate that disruption of sod-2 in neurons, intestine, germline, or muscle is not required for lifespan extension, but that decreasing sod-2 expression in just the intestine extends lifespan. This work defines the conditions required for elevated mitochondrial superoxide to increase longevity.
活性氧(ROS)是正常新陈代谢产生的高活性含氧分子。虽然 ROS 会对构成细胞的基石造成损害,但这些分子也可以作为细胞内的信号,促进细胞的长寿。细胞内的 ROS 水平可由超氧化物歧化酶(SOD)等抗氧化酶调节,SOD 可将超氧化物转化为过氧化氢。有趣的是,我们之前的研究表明,破坏线粒体 SOD 基因 sod-2 会导致寿命延长,这表明提高线粒体超氧化物水平可以促进长寿。为了探索其中的分子机制,我们确定了在哪些组织中破坏 sod-2 是延长寿命所必需的,以及在哪些组织中破坏 sod-2 足以延长寿命。我们发现,在缺乏SOD-2的蠕虫中,组织特异性地恢复SOD-2的表达可以部分恢复生育能力、胚胎致死率和抗应激能力的变化,但并不能抑制sod-2缺失对寿命的影响。利用RNA干扰技术特异性地敲除肠道(而非其他组织)中的sod-2表达足以延长寿命。肠特异性敲除 sod-2 还能增强对热应激的抵抗力,同时降低对氧化应激的抵抗力。这些结果表明,在神经元、肠道、生殖细胞或肌肉中破坏sod-2并不是延长寿命的必要条件,但只在肠道中减少sod-2的表达却能延长寿命。这项工作确定了线粒体超氧化物升高延长寿命所需的条件。
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引用次数: 0
Multiplexed spatial mapping of chromatin features, transcriptome, and proteins in tissues 组织中染色质特征、转录组和蛋白质的多重空间绘图
Pub Date : 2024-09-19 DOI: 10.1101/2024.09.13.612892
Pengfei Guo, Liran Mao, Yufan Chen, Chin Nien Lee, Angelysia Cardilla, Mingyao Li, Marek Bartosovic, Yanxiang Deng
The phenotypic and functional states of a cell are modulated by a complex interactive molecular hierarchy of multiple omics layers, involving the genome, epigenome, transcriptome, proteome, and metabolome. Spatial omics approaches have enabled the capture of information from different molecular layers directly in the tissue context. However, current technologies are limited to map one to two modalities at the same time, providing an incomplete representation of cellular identity. Such data is inadequate to fully understand complex biological systems and their underlying regulatory mechanisms. Here we present spatial-Mux-seq, a multi-modal spatial technology that allows simultaneous profiling of five different modalities, including genome-wide profiles of two histone modifications and open chromatin, whole transcriptome, and a panel of proteins at tissue scale and cellular level in a spatially resolved manner. We applied this technology to generate multi-modal tissue maps in mouse embryos and mouse brains, which discriminated more cell types and states than unimodal data. We investigated the spatiotemporal relationship between histone modifications, chromatin accessibility, gene and protein expression in neuron differentiation revealing the relationship between tissue organization, function, and gene regulatory networks. We were able to identify a radial glia spatial niche and revealed spatially changing gradient of epigenetic signals in this region. Moreover, we revealed previously unappreciated involvement of repressive histone marks in the mouse hippocampus. Collectively, the spatial multi-omics approach heralds a new era for characterizing tissue and cellular heterogeneity that single modality studies alone could not reveal.
细胞的表型和功能状态由多个全息层的复杂交互分子层次结构调节,其中涉及基因组、表观基因组、转录组、蛋白质组和代谢组。空间全息方法能够直接从组织背景中捕捉不同分子层的信息。然而,目前的技术仅限于同时绘制一到两种模式的图谱,无法完整呈现细胞特征。这些数据不足以全面了解复杂的生物系统及其潜在的调控机制。在这里,我们介绍了一种多模态空间技术--spatial-Mux-seq,它可以同时绘制五种不同模态的图谱,包括两种组蛋白修饰和开放染色质的全基因组图谱、全转录组,以及以空间分辨的方式在组织尺度和细胞水平绘制的一组蛋白质图谱。我们应用这项技术生成了小鼠胚胎和小鼠大脑的多模态组织图,与单模态数据相比,它能区分更多的细胞类型和状态。我们研究了神经元分化过程中组蛋白修饰、染色质可及性、基因和蛋白质表达之间的时空关系,揭示了组织组织、功能和基因调控网络之间的关系。我们确定了神经胶质细胞的径向空间位点,并揭示了该区域表观遗传信号的空间变化梯度。此外,我们还揭示了小鼠海马中以前未被认识到的抑制性组蛋白标记的参与。总而言之,空间多组学方法预示着一个新时代的到来,它可以描述组织和细胞的异质性,而这是单个模式研究无法揭示的。
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引用次数: 0
AyurPhenoClusters define common molecular roots for rare diseases and uncover ciliary dysfunctions in syndromic conditions AyurPhenoClusters 确定罕见疾病的共同分子根源,发现综合症中的睫状肌功能障碍
Pub Date : 2024-09-19 DOI: 10.1101/2024.09.13.612844
Aditi Joshi, Deepika Jangir, Ashish Sharma, Tanay Anand, Hamendra Verma, Manvi Yadav, Nupur Rangani, Pallavi Joshi, Ravi Pratap Singh, Sandeep Kumar, Shipra Girdhar, Rakesh Sharma, Abhimanyu Kumar, Lipika Dey, Mitali Mukerji
Managing rare genetic diseases with organ centric focus presents a challenge in linking genotypes to phenotypic traits. Ayurveda on the other hand, diagnose diseases with multi-system perspective that are assessed by perturbations along three physiological dimensions viz- kinetic (Vata), metabolic (Pitta) and structural (Kapha) each with distinct phenotypic attributes and molecular correlates. This study explores how rare diseases, can be viewed from an Ayurvedic perspective by unifying the medical terminologies from both disciplines through Human Phenotype Ontology (HPO). Domain experts categorized 10,610 HPO terms into phenotypic groups based on Ayurvedic principles of Vata (V), Pitta (P), and Kapha (K) and used the Expectation Maximization (EM) algorithm to cluster and analyze 12,678 diseases. This revealed six distinct clusters collectively called "AyurPhenoClusters". 2814 diseases had unique memberships to single clusters showing enrichment for V/P/K phenotypes. Clusterwise functional annotation revealed the top processes as (i) embryogenesis and skeletal system, morphogenesis; (ii) endocrine and ciliary functions (iii) DNA damage response and cell cycle regulation (iv) inflammation and immune response (v) immune, hemopoiesis, telomere aging (vi) Small molecule metabolism and transport. Most noteworthy, K predominant cluster was significantly enriched for ciliary genes (43%) followed by a V predominant cluster (16 %). Our study also suggests that many rare diseases especially in the V cluster could be potential ciliopathies. This first of its kind of study provides an innovative framework that can bridge the gap between Ayurveda and modern medicine for improved mechanistic understanding of the rare diseases and pave the way for improved diagnostic and therapeutic strategies.
罕见遗传病的管理以器官为中心,这给将基因型与表型特征联系起来带来了挑战。另一方面,阿育吠陀从多系统角度诊断疾病,通过三个生理维度,即动力(Vata)、代谢(Pitta)和结构(Kapha)的干扰来评估疾病,每个维度都有不同的表型属性和分子相关性。本研究通过人类表型本体论(HPO)将两个学科的医学术语统一起来,探讨如何从阿育吠陀学的角度看待罕见病。领域专家根据阿育吠陀学的 Vata(V)、Pitta(P)和 Kapha(K)原则,将 10,610 个 HPO 术语归类为表型组,并使用期望最大化(EM)算法对 12,678 种疾病进行聚类和分析。结果发现了六个不同的群组,统称为 "AyurPhenoClusters"。有 2814 种疾病是单个聚类的独特成员,显示出 V/P/K 表型的富集。聚类功能注释显示,最重要的过程是:(i)胚胎发生和骨骼系统、形态发生;(ii)内分泌和睫状体功能;(iii)DNA 损伤反应和细胞周期调节;(iv)炎症和免疫反应;(v)免疫、造血、端粒老化;(vi)小分子代谢和运输。最值得注意的是,睫状体基因在 K 优势群组中明显富集(43%),其次是 V 优势群组(16%)。我们的研究还表明,许多罕见疾病,尤其是 V 群中的罕见疾病,可能是潜在的纤毛疾病。这项首创的研究提供了一个创新的框架,可以弥合阿育吠陀与现代医学之间的差距,提高对罕见疾病的机理认识,为改进诊断和治疗策略铺平道路。
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引用次数: 0
Screening and identification of gene expression in large cohorts of clinical lung cancer samples unveils the major involvement of EZH2 and SOX2 筛查和鉴定大型临床肺癌样本中的基因表达,揭示 EZH2 和 SOX2 的主要参与作用
Pub Date : 2024-09-18 DOI: 10.1101/2024.09.17.613500
Niharika, Ankan Roy, Ratan Sadhukhan, Samir Kumar Patra
Lung adenocarcinoma (LUAD), the primary subtype of Non-Small Cell Lung Cancer (NSCLC), accounts for 80% to 85% of cases. Due to suboptimal screening method, LUAD is often detected in late stage, leading to aggressive progression and poor outcomes. Therefore, early disease prognosis for the LUAD is high priority. In order to identify early detection biomarkers, we conducted a meta-analysis of mRNA expression TCGA and GTEx datasets from LUAD patients. A total of 795 differentially expressed genes (DEGs) were identified by exploring the Network-Analyst tool and utilizing combined effect size methods. DEGs refer to genes whose expression levels are significantly different (either higher or lower) compared to their normal baseline expression levels. KEGG pathway enrichment analysis highlighted the TNF signaling pathway as being prominently associated with these DEGs. Subsequently, using the MCODE and CytoHubba plugins in Cytoscape software, we filtered out the top 10 genes. Among these, SOX2 was the only gene exhibiting higher expression, while the others were downregulated. Consequently, our subsequent research focused on SOX2. Further transcription factor-gene network analysis revealed that enhancer of zeste homolog 2 (EZH2) is a significant partner of SOX2, potentially playing a crucial role in euchromatin-heterochromatin dynamics. Structure of SOX2 protein suggest that it is a non-druggable transcription factor, literature survey suggests the same; hence, we drove our focus to investigate on potential drug(s) targeting EZH2. Molecular docking analyses predicted most probable inhibitors of EZH2. We employed several predictive analysis tools and identified GSK343, as a promising inhibitor of EZH2.
肺腺癌(LUAD)是非小细胞肺癌(NSCLC)的主要亚型,占 80% 至 85% 的病例。由于筛查方法不够理想,LUAD 往往在晚期才被发现,导致病情恶化,预后不佳。因此,对 LUAD 进行早期疾病预后评估是当务之急。为了确定早期检测生物标志物,我们对LUAD患者的mRNA表达TCGA和GTEx数据集进行了荟萃分析。通过探索网络分析器工具并利用综合效应大小方法,我们共发现了 795 个差异表达基因(DEGs)。差异表达基因指的是其表达水平与其正常基线表达水平相比有显著差异(或高或低)的基因。KEGG 通路富集分析显示,TNF 信号通路与这些 DEGs 密切相关。随后,我们使用 Cytoscape 软件中的 MCODE 和 CytoHubba 插件筛选出了前 10 个基因。其中,SOX2 是唯一一个表达量较高的基因,而其他基因的表达量均有所下降。因此,我们随后的研究集中在 SOX2 上。进一步的转录因子-基因网络分析发现,泽斯特同源增强子2(EZH2)是SOX2的重要伙伴,可能在外染色质-异染色质动态变化中发挥关键作用。SOX2 蛋白的结构表明它是一种不可药用的转录因子,文献调查也表明了这一点。分子对接分析预测了最有可能的 EZH2 抑制剂。我们使用了几种预测分析工具,发现 GSK343 是一种很有前景的 EZH2 抑制剂。
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引用次数: 0
LncRNA TAAL is a Modulator of Tie1-Mediated Vascular Function in Diabetic Retinopathy LncRNA TAAL是糖尿病视网膜病变中Tie1介导的血管功能的调节因子
Pub Date : 2024-09-18 DOI: 10.1101/2024.09.13.612383
Gyan Ranjan, Samriddhi Arora, Sarmeela Sharma, Lakshita Sharma, Rahul C Bhoyar, Vigneshwar Senthivel, Vinod Scaria, Subhabrata Chakrabarti, Inderjeet Kaur, Sridhar Sivasubbu, Rajender K Motiani
Diabetic retinopathy (DR), a leading cause of vision impairment and blindness, is characterized by abnormal retinal vascular changes due to chronic hyperglycemia. The Tie-1 signaling pathway, essential for vascular growth and remodeling, has emerged as a key therapeutic target, though its molecular mechanisms and interactome remain largely unclear. Through a protein-centric approach, we identified a novel lncRNA and named it Tie1-associated angiogenic lncRNA (TAAL). TAAL lncRNA regulates endothelial cell migration, proliferation, tube formation, and permeability by modulating ER-calcium homeostasis and cytoskeleton dynamics. In zebrafish, taal modulation led to angiogenic defects, which were rescued by human TAAL orthologue. Our molecular studies further revealed that TAAL negatively regulates Tie1 protein via ubiquitin-mediated degradation. Notably, TAAL expression is upregulated in the blood of DR patients and downregulated in endothelial DR cell models. Overexpression of TAAL restored endothelial permeability and VE-cadherin surface expression. These findings establish TAAL as a novel regulator of Tie1 protein turnover, with potential therapeutic implications for diabetic retinopathy.
糖尿病视网膜病变(DR)是导致视力损伤和失明的主要原因,其特征是由于长期高血糖引起的视网膜血管异常变化。Tie-1信号通路对血管生长和重塑至关重要,已成为一个关键的治疗靶点,但其分子机制和相互作用组在很大程度上仍不清楚。通过以蛋白质为中心的方法,我们发现了一种新型lncRNA,并将其命名为Tie1相关血管生成lncRNA(TAAL)。TAAL lncRNA通过调节ER钙平衡和细胞骨架动力学来调控内皮细胞的迁移、增殖、管形成和通透性。在斑马鱼中,TAAL调控导致血管生成缺陷,而人类TAAL直向同源物可以挽救这种缺陷。我们的分子研究进一步发现,TAAL通过泛素介导的降解负向调节Tie1蛋白。值得注意的是,TAAL在DR患者血液中表达上调,而在DR内皮细胞模型中表达下调。过表达TAAL可恢复内皮通透性和VE-cadherin表面表达。这些发现确立了TAAL是Tie1蛋白周转的新型调节因子,对糖尿病视网膜病变具有潜在的治疗意义。
{"title":"LncRNA TAAL is a Modulator of Tie1-Mediated Vascular Function in Diabetic Retinopathy","authors":"Gyan Ranjan, Samriddhi Arora, Sarmeela Sharma, Lakshita Sharma, Rahul C Bhoyar, Vigneshwar Senthivel, Vinod Scaria, Subhabrata Chakrabarti, Inderjeet Kaur, Sridhar Sivasubbu, Rajender K Motiani","doi":"10.1101/2024.09.13.612383","DOIUrl":"https://doi.org/10.1101/2024.09.13.612383","url":null,"abstract":"Diabetic retinopathy (DR), a leading cause of vision impairment and blindness, is characterized by abnormal retinal vascular changes due to chronic hyperglycemia. The Tie-1 signaling pathway, essential for vascular growth and remodeling, has emerged as a key therapeutic target, though its molecular mechanisms and interactome remain largely unclear. Through a protein-centric approach, we identified a novel lncRNA and named it Tie1-associated angiogenic lncRNA (TAAL). TAAL lncRNA regulates endothelial cell migration, proliferation, tube formation, and permeability by modulating ER-calcium homeostasis and cytoskeleton dynamics. In zebrafish, taal modulation led to angiogenic defects, which were rescued by human TAAL orthologue. Our molecular studies further revealed that TAAL negatively regulates Tie1 protein via ubiquitin-mediated degradation. Notably, TAAL expression is upregulated in the blood of DR patients and downregulated in endothelial DR cell models. Overexpression of TAAL restored endothelial permeability and VE-cadherin surface expression. These findings establish TAAL as a novel regulator of Tie1 protein turnover, with potential therapeutic implications for diabetic retinopathy.","PeriodicalId":501246,"journal":{"name":"bioRxiv - Genetics","volume":"3 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142247554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genetic diversity during selective sweeps in non-recombining populations 非重组种群选择性掠夺期间的遗传多样性
Pub Date : 2024-09-18 DOI: 10.1101/2024.09.12.612756
Sachin Kaushik, Kavita Jain, Parul Johri
Selective sweeps, resulting from the spread of beneficial, neutral, or deleterious mutations through a population, shape patterns of genetic variation at linked neutral sites. While many theoretical, computational, and statistical advances have been made in understanding the genomic signatures of selective sweeps in recombining populations, substantially less is understood in populations with little/no recombination. We present a mathematical framework based on diffusion theory for obtaining the site frequency spectrum (SFS) at linked neutral sites immediately post and during the fixation of moderately or strongly beneficial mutations. We find that when a single hard sweep occurs, the SFS decays as 1/x for low derived allele frequencies (x), similar to the neutral SFS at equilibrium, whereas at higher derived allele frequencies, it follows a 1/x2 power law. These power laws are universal in the sense that they are independent of the dominance and inbreeding coefficient, and also characterize the SFS during the sweep. Additionally, we find that the derived allele frequency where the SFS shifts from the 1/x to 1/x2 law, is inversely proportional to the selection strength: thus under strong selection, the SFS follows the 1/x2 dependence for most allele frequencies, resembling a rapidly expanding neutral population. When clonal interference is pervasive, the SFS immediately post-fixation becomes U-shaped and is better explained by the equilibrium SFS of selected sites. Our results will be important in developing statistical methods to infer the timing and strength of recent selective sweeps in asexual populations, genomic regions that lack recombination, and clonally propagating tumor populations.
有益、中性或有害突变在种群中的传播所产生的选择性突变,塑造了相关中性位点的遗传变异模式。虽然在理解重组种群中选择性横扫的基因组特征方面取得了许多理论、计算和统计方面的进展,但对很少/没有重组的种群的了解却少得多。我们提出了一个基于扩散理论的数学框架,用于获取中度或高度有益突变固定后和固定期间链接中性位点的位点频谱(SFS)。我们发现,当发生单次硬扫描时,低衍生等位基因频率(x)的位点频谱衰减为 1/x,类似于平衡状态下的中性位点频谱,而当衍生等位基因频率较高时,则遵循 1/x2 的幂律。这些幂律是普遍的,因为它们与显性系数和近交系数无关,也是横扫过程中 SFS 的特征。此外,我们还发现,SFS 从 1/x 转向 1/x2 的衍生等位基因频率与选择强度成反比:因此,在强选择下,大多数等位基因频率的 SFS 遵循 1/x2 依赖性,类似于一个快速扩张的中性种群。当克隆干扰普遍存在时,固定后的 SFS 会立即变为 U 型,并能更好地用所选位点的平衡 SFS 来解释。我们的研究结果对于开发统计方法以推断无性种群、缺乏重组的基因组区域以及克隆传播的肿瘤种群中近期选择性扫描的时间和强度非常重要。
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引用次数: 0
The Drosophila maternal-effect gene abnormal oocyte (ao) does not repress histone gene expression 果蝇的母性效应基因异常卵母细胞(ao)不会抑制组蛋白基因的表达
Pub Date : 2024-09-18 DOI: 10.1101/2024.09.17.613536
Risa Takenaka, Sierra M Simmerman, Casey A Schmidt, Eric H Albanese, Leila E Rieder, Harmit Singh Malik
The abnormal oocyte (ao) gene of Drosophila melanogaster is a maternal-effect lethal gene previously identified as encoding a transcriptional regulator of core histones. However, background genetic mutations in existing ao mutant strains could compromise their utility in manipulating histone levels. To distinguish the true ao pheno-type from background effects, we created two new ao reagents: a CRISPR/Cas9-mediated knockout of the ao allele for genetic and molecular analyses and an epitope-tagged ao allele for cytological experiments. Using these rea-gents, we confirm previous findings that ao exhibits maternal-effect lethality, which can be rescued by either a decrease in the histone gene copy number or by Y chromosome heterochromatin. We also confirm that the Ao protein localizes to the histone locus bodies in ovaries. Our data also suggest that ao genetically interacts with the histone genes and heterochromatin, as previously suggested. However, contrary to prior findings, we find that ao does not repress core histone transcript levels. Thus, the molecular basis for ao-associated maternal-effect lethality remains unknown.
黑腹果蝇的异常卵母细胞(ao)基因是一种母系效应致死基因,以前曾被鉴定为编码核心组蛋白的转录调节因子。然而,现有ao突变株系中的背景基因突变可能会影响其在组蛋白水平操作中的效用。为了区分真正的 ao 表型和背景效应,我们创建了两种新的 ao 试剂:一种是 CRISPR/Cas9 介导的 ao 等位基因敲除,用于遗传和分子分析;另一种是表位标记的 ao 等位基因,用于细胞学实验。利用这些等位基因,我们证实了之前的发现,即 ao 表现出母性效应致死性,而这种致死性可以通过组蛋白基因拷贝数的减少或 Y 染色体异染色质来挽救。我们还证实,Ao 蛋白定位于卵巢中的组蛋白基因座体。我们的数据还表明,鳌与组蛋白基因和异染色质之间存在基因相互作用,这与之前的研究结果一致。然而,与之前的发现相反,我们发现鳌并不抑制核心组蛋白转录本的水平。因此,ao 相关母性效应致死的分子基础仍然未知。
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引用次数: 0
Variant classification guidelines for animals to objectively evaluate genetic variant pathogenicity 客观评估遗传变异致病性的动物变异分类指南
Pub Date : 2024-09-18 DOI: 10.1101/2024.09.17.613537
Fréderique Boeykens, Marie Abitbol, Heidi Anderson, Iris Casselman, Caroline Dufaure de Citres, Jessica J. Hayward, Jens Häggström, Mark D Kittleson, Elvio Lepri, Ingrid Ljungvall, Maria Longeri, Leslie A Lyons, Åsa Ohlsson, Luc Peelman, Pascale Smets, Tommaso Vezzosi, Frank van Steenbeek, Bart J.G. Broeckx
Assessing the pathogenicity of a disease-associated variant in animals accurately is vital, both on a population and individual scale. At the population level, breeding decisions based on invalid DNA tests can lead to the incorrect exclusion of animals and compromise the long-term health of a population, and at the level of the individual animal, lead to incorrect treatment and even life-ending decisions. Criteria to determine pathogenicity are not standardized, hence no guidelines for animal variants are available. Here, we developed and optimized the animal variant classification guidelines, based on those developed for humans by The American College of Medical Genetics and Genomics, and demonstrated a superior classification in animals. We described methods to develop datasets for benchmarking the criteria and identified the most optimal in silico variant effect predictor tools. As the reproducibility was high, we classified 72 known disease-associated variants in cats and 40 other disease-associated variants in eight additional species.
准确评估动物中与疾病相关的变异体的致病性对群体和个体都至关重要。在种群层面,根据无效的 DNA 检测结果做出的育种决定会导致错误的动物排斥,损害种群的长期健康;而在动物个体层面,则会导致错误的治疗决定,甚至会危及生命。确定致病性的标准并不统一,因此没有动物变异的指导原则。在此,我们以美国医学遗传学和基因组学学院为人类制定的变异分类指南为基础,制定并优化了动物变异分类指南,并证明了动物变异分类的优越性。我们介绍了开发数据集的方法,以便对标准进行基准测试,并确定了最理想的硅学变异效应预测工具。由于重现性很高,我们对猫的 72 个已知疾病相关变异和另外 8 个物种的 40 个其他疾病相关变异进行了分类。
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引用次数: 0
Developmental transcriptomics in Pristionchus reveals the logic of a plasticity gene regulatory network Pristionchus 的发育转录组学揭示了可塑性基因调控网络的逻辑关系
Pub Date : 2024-09-17 DOI: 10.1101/2024.09.12.612712
Shelley Reich, Tobias Loschko, Julie Jung, Samantha Nestel, Ralf J. Sommer, Michael S. Werner
Developmental plasticity enables the production of alternative phenotypes in response to different environmental conditions. While significant advances in understanding the ecological and evolutionary implications of plasticity have been made, understanding its genetic basis has lagged. However, a decade of genetic screens in the model nematode Pristionchus pacificus has culminated in 30 genes which affect mouth-form plasticity. We also recently reported the critical window of environmental sensitivity, and therefore have clear expectations for when differential gene expression should matter. Here, we collated previous data into a gene-regulatory network (GRN), and performed developmental transcriptomics across different environmental conditions, genetic backgrounds, and mouth-form mutants to assess the regulatory logic of plasticity. We found that only two genes in the GRN (eud-1 and seud-1/sult-1) are sensitive to the environment during the critical window. Interestingly, the time points of their sensitivity differ, suggesting that they act as sequential checkpoints. We also observed temporal constraint upon the transcriptional effects of mutating the GRN and revealed unexpected feedback between mouth-form genes. Surprisingly, expression of seud-1/sult-1, but not eud-1, correlated with mouth form biases across different strains and species. Finally, a comprehensive analysis of all samples identified metabolism as a shared pathway for regulating mouth-form plasticity. These data are presented in a Shiny app to facilitate gene-expression comparisons across development in up to 14 different conditions. Collectively, our results suggest that mouth-form plasticity evolved a constrained, two-tiered logic to integrate environmental information leading up to the final developmental decision.
发育可塑性使生物能够根据不同的环境条件产生不同的表型。虽然在理解可塑性对生态和进化的影响方面取得了重大进展,但对其遗传基础的理解却相对滞后。然而,经过十年对模式线虫 Pristionchus pacificus 的遗传筛选,最终发现了 30 个影响口形可塑性的基因。我们最近还报告了环境敏感性的临界窗口,因此对不同基因的表达何时起作用有了明确的预期。在这里,我们将以前的数据整理成一个基因调控网络(GRN),并在不同的环境条件、遗传背景和口形突变体中进行发育转录组学研究,以评估可塑性的调控逻辑。我们发现,在关键窗口期,GRN 中只有两个基因(eud-1 和 seud-1/sult-1)对环境敏感。有趣的是,这两个基因对环境敏感的时间点不同,这表明它们起到了顺序检查点的作用。我们还观察到突变 GRN 对转录效应的时间限制,并揭示了口型基因之间意想不到的反馈。令人惊讶的是,seud-1/sult-1(而非 eud-1)的表达与不同菌株和物种的口型偏差相关。最后,对所有样本的综合分析发现,新陈代谢是调节口形可塑性的共同途径。这些数据将在 Shiny 应用程序中展示,以便于在多达 14 种不同条件下对整个发育过程中的基因表达进行比较。总之,我们的研究结果表明,口形可塑性进化出了一种受限的双层逻辑,以整合环境信息,最终做出发育决定。
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引用次数: 0
Spatiotemporal Patterns of Gene Expression During Development of a Complex Colony Morphology 复杂菌落形态发育过程中基因表达的时空模式
Pub Date : 2024-09-16 DOI: 10.1101/2024.09.14.613051
Gareth A. Cromie, Zhihao Tan, Michelle Hays, Amy Sirr, Aimée M. Dudley
Clonal communities of single celled organisms, such as bacterial or fungal colonies and biofilms, are spatially structured, with subdomains of cells experiencing differing environmental conditions. In the development of such communities, cell specialization is not only important to respond and adapt to the local environment but has the potential to increase the fitness of the clonal community through division of labor. Here, we examine colony development in a yeast strain (F13) that produces colonies with a highly structured “ruffled” phenotype in the colony periphery and an unstructured “smooth” phenotype in the colony center. We demonstrate that in the F13 genetic background deletions of transcription factors can either increase (dig1Δ, sfl1Δ) or decrease (tec1Δ) the degree of colony structure. To investigate the development of colony structure, we carried out gene expression analysis on F13 and the three deletion strains using RNA-seq. Samples were taken early in colony growth (day2), which precedes ruffled phenotype development in F13, and from the peripheral and central regions of colonies later in development (day5), at which time these regions are structured and unstructured (respectively) in F13. We identify genes responding additively and non-additively to the genotype and spatiotemporal factors and cluster these genes into a number of different expression patterns. We identify clusters whose expression correlates closely with the degree of colony structure in each sample and include genes with known roles in the development of colony structure. Individual deletion of 26 genes sampled from different clusters identified 5 with strong effects on colony morphology (BUD8, CIS3, FLO11, MSB2 and SFG1), all of which eliminated or greatly reduced the structure of the F13 outer region.
单细胞生物的克隆群落(如细菌或真菌菌落和生物膜)具有空间结构,细胞子域经历不同的环境条件。在这类群落的发展过程中,细胞的特化不仅对响应和适应当地环境非常重要,而且有可能通过分工提高克隆群落的适宜性。在这里,我们研究了一种酵母菌株(F13)的菌落发育情况,这种菌株产生的菌落外围具有高度结构化的 "皱褶 "表型,而菌落中心则具有非结构化的 "光滑 "表型。我们证明,在 F13 基因背景中,转录因子的缺失会增加(dig1Δ、sfl1Δ)或减少(tec1Δ)菌落结构的程度。为了研究菌落结构的发展,我们使用 RNA-seq 对 F13 和三个缺失菌株进行了基因表达分析。样本取自菌落生长早期(第 2 天),即 F13 出现褶皱表型之前;样本取自菌落生长后期(第 5 天)的外围和中央区域,此时 F13 的这些区域分别处于结构化和非结构化状态。我们确定了对基因型和时空因素有加成和非加成反应的基因,并将这些基因聚类为多种不同的表达模式。我们确定了每个样本中表达与菌落结构程度密切相关的基因簇,其中包括已知在菌落结构发展中发挥作用的基因。对从不同群组中抽取的 26 个基因进行单个删除,确定了对菌落形态有强烈影响的 5 个基因(BUD8、CIS3、FLO11、MSB2 和 SFG1),所有这些基因都消除或大大降低了 F13 外部区域的结构。
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bioRxiv - Genetics
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