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Co-effects of m6A and chromatin accessibility dynamics in the regulation of cardiomyocyte differentiation. m6A和染色质可及性动力学在心肌细胞分化调控中的共同作用。
IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2023-08-11 DOI: 10.1186/s13072-023-00506-6

Background: Cardiomyocyte growth and differentiation rely on precise gene expression regulation, with epigenetic modifications emerging as key players in this intricate process. Among these modifications, N6-methyladenosine (m6A) stands out as one of the most prevalent modifications on mRNA, exerting influence over mRNA metabolism and gene expression. However, the specific function of m6A in cardiomyocyte differentiation remains poorly understood.

Results: We investigated the relationship between m6A modification and cardiomyocyte differentiation by conducting a comprehensive profiling of m6A dynamics during the transition from pluripotent stem cells to cardiomyocytes. Our findings reveal that while the overall m6A modification level remains relatively stable, the m6A levels of individual genes undergo significant changes throughout cardiomyocyte differentiation. We discovered the correlation between alterations in chromatin accessibility and the binding capabilities of m6A writers, erasers, and readers. The changes in chromatin accessibility influence the recruitment and activity of m6A regulatory proteins, thereby impacting the levels of m6A modification on specific mRNA transcripts.

Conclusion: Our data demonstrate that the coordinated dynamics of m6A modification and chromatin accessibility are prominent during the cardiomyocyte differentiation.

背景:心肌细胞的生长和分化依赖于精确的基因表达调控,表观遗传修饰在这一复杂的过程中起着关键作用。在这些修饰中,n6 -甲基腺苷(m6A)是最常见的mRNA修饰之一,对mRNA代谢和基因表达产生影响。然而,m6A在心肌细胞分化中的具体功能仍然知之甚少。结果:我们通过对多能干细胞向心肌细胞转变过程中m6A的动态进行全面分析,研究了m6A修饰与心肌细胞分化之间的关系。我们的研究结果表明,虽然总体m6A修饰水平保持相对稳定,但单个基因的m6A水平在心肌细胞分化过程中发生显著变化。我们发现了染色质可及性的改变与m6A写入器、擦除器和读取器的结合能力之间的相关性。染色质可及性的变化影响m6A调节蛋白的募集和活性,从而影响特定mRNA转录物上m6A修饰的水平。结论:我们的数据表明,在心肌细胞分化过程中,m6A修饰和染色质可及性的协调动力学是突出的。
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引用次数: 0
Promoter hypermethylation of neural-related genes is compatible with stemness in solid cancers. 在实体癌症中,神经相关基因的启动子超甲基化与干细胞是相容的。
IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2023-08-03 DOI: 10.1186/s13072-023-00505-7

Background: DNA hypermethylation is an epigenetic feature that modulates gene expression, and its deregulation is observed in cancer. Previously, we identified a neural-related DNA hypermethylation fingerprint in colon cancer, where most of the top hypermethylated and downregulated genes have known functions in the nervous system. To evaluate the presence of this signature and its relevance to carcinogenesis in general, we considered 16 solid cancer types available in The Cancer Genome Atlas (TCGA).

Results: All tested cancers showed significant enrichment for neural-related genes amongst hypermethylated genes. This signature was already present in two premalignant tissue types and could not be explained by potential confounders such as bivalency status or tumor purity. Further characterization of the neural-related DNA hypermethylation signature in colon cancer showed particular enrichment for genes that are overexpressed during neural differentiation. Lastly, an analysis of upstream regulators identified RE1-Silencing Transcription factor (REST) as a potential mediator of this DNA methylation signature.

Conclusion: Our study confirms the presence of a neural-related DNA hypermethylation fingerprint in various cancers, of genes linked to neural differentiation, and points to REST as a possible regulator of this mechanism. We propose that this fingerprint indicates an involvement of DNA hypermethylation in the preservation of neural stemness in cancer cells.

背景:DNA超甲基化是一种调节基因表达的表观遗传特征,在癌症中观察到其失调。之前,我们在结肠癌中发现了一个神经相关的DNA超甲基化指纹,其中大多数高甲基化和下调基因在神经系统中具有已知的功能。为了评估这一特征的存在及其与癌变的相关性,我们考虑了癌症基因组图谱(TCGA)中可用的16种实体癌症类型。结果:所有测试的癌症在高甲基化基因中都显示出显著的神经相关基因富集。这种特征已经存在于两种癌前组织类型中,不能用潜在的混杂因素(如二价状态或肿瘤纯度)来解释。对结肠癌中神经相关DNA超甲基化特征的进一步表征表明,在神经分化过程中过度表达的基因特别富集。最后,对上游调控因子的分析发现re1沉默转录因子(REST)是这种DNA甲基化特征的潜在中介。结论:我们的研究证实了与神经分化相关的基因在各种癌症中存在神经相关的DNA超甲基化指纹,并指出REST可能是这一机制的调节因子。我们提出,这一指纹表明DNA超甲基化参与了癌细胞神经干细胞的保存。
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引用次数: 0
Etiology of super-enhancer reprogramming and activation in cancer. 癌症中超增强子重编程和激活的病因学。
IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2023-07-06 DOI: 10.1186/s13072-023-00502-w

Super-enhancers are large, densely concentrated swaths of enhancers that regulate genes critical for cell identity. Tumorigenesis is accompanied by changes in the super-enhancer landscape. These aberrant super-enhancers commonly form to activate proto-oncogenes, or other genes upon which cancer cells depend, that initiate tumorigenesis, promote tumor proliferation, and increase the fitness of cancer cells to survive in the tumor microenvironment. These include well-recognized master regulators of proliferation in the setting of cancer, such as the transcription factor MYC which is under the control of numerous super-enhancers gained in cancer compared to normal tissues. This Review will cover the expanding cell-intrinsic and cell-extrinsic etiology of these super-enhancer changes in cancer, including somatic mutations, copy number variation, fusion events, extrachromosomal DNA, and 3D chromatin architecture, as well as those activated by inflammation, extra-cellular signaling, and the tumor microenvironment.

超级增强子是一种大而密集的增强子,可以调节对细胞身份至关重要的基因。肿瘤的发生伴随着超增强因子的变化。这些异常的超级增强子通常形成激活原癌基因,或癌细胞所依赖的其他基因,这些基因启动肿瘤发生,促进肿瘤增殖,并增加癌细胞在肿瘤微环境中生存的适应性。其中包括在癌症环境中公认的主要增殖调节因子,如转录因子MYC,与正常组织相比,它在癌症中获得的许多超级增强子的控制下。这篇综述将涵盖癌症中这些超级增强子变化的扩展细胞内禀和细胞外禀病因学,包括体细胞突变、拷贝数变异、融合事件、染色体外DNA和三维染色质结构,以及炎症、细胞外信号和肿瘤微环境激活的病因学。
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引用次数: 0
Alterations in the hepatocyte epigenetic landscape in steatosis. 脂肪变性中肝细胞表观遗传景观的改变。
IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2023-07-06 DOI: 10.1186/s13072-023-00504-8

Fatty liver disease or the accumulation of fat in the liver, has been reported to affect the global population. This comes with an increased risk for the development of fibrosis, cirrhosis, and hepatocellular carcinoma. Yet, little is known about the effects of a diet containing high fat and alcohol towards epigenetic aging, with respect to changes in transcriptional and epigenomic profiles. In this study, we took up a multi-omics approach and integrated gene expression, methylation signals, and chromatin signals to study the epigenomic effects of a high-fat and alcohol-containing diet on mouse hepatocytes. We identified four relevant gene network clusters that were associated with relevant pathways that promote steatosis. Using a machine learning approach, we predict specific transcription factors that might be responsible to modulate the functionally relevant clusters. Finally, we discover four additional CpG loci and validate aging-related differential CpG methylation. Differential CpG methylation linked to aging showed minimal overlap with altered methylation in steatosis.

脂肪肝疾病或脂肪在肝脏的积累,已被报道影响全球人口。这增加了发生纤维化、肝硬化和肝细胞癌的风险。然而,关于含有高脂肪和酒精的饮食对表观遗传衰老的影响,关于转录和表观基因组谱的变化,我们知之甚少。在本研究中,我们采用多组学方法,整合基因表达、甲基化信号和染色质信号,研究高脂含酒精饮食对小鼠肝细胞的表观基因组影响。我们确定了四个相关的基因网络簇,它们与促进脂肪变性的相关途径相关。使用机器学习方法,我们预测可能负责调节功能相关集群的特定转录因子。最后,我们发现了另外四个CpG位点,并验证了衰老相关的CpG甲基化差异。与衰老相关的CpG甲基化差异与脂肪变性中甲基化改变的重叠最小。
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引用次数: 0
The role of Dmnt1 during spermatogenesis of the insect Oncopeltus fasciatus. Dmnt1在筋膜oncopelus fasciatus精子发生中的作用。
IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2023-07-01 DOI: 10.1186/s13072-023-00496-5

Background: The function of DNA methyltransferase genes of insects is a puzzle, because an association between gene expression and methylation is not universal for insects. If the genes normally involved in cytosine methylation are not influencing gene expression, what might be their role? We previously demonstrated that gametogenesis of Oncopeltus fasciatus is interrupted at meiosis following knockdown of DNA methyltransferase 1 (Dnmt1) and this is unrelated to changes in levels of cytosine methylation. Here, using transcriptomics, we tested the hypothesis that Dmnt1 is a part of the meiotic gene pathway. Testes, which almost exclusively contain gametes at varying stages of development, were sampled at 7 days and 14 days following knockdown of Dmnt1 using RNAi.

Results: Using microscopy, we found actively dividing spermatocysts were reduced at both timepoints. However, as with other studies, we saw Dnmt1 knockdown resulted in condensed nuclei after mitosis-meiosis transition, and then cellular arrest. We found limited support for a functional role for Dnmt1 in our predicted cell cycle and meiotic pathways. An examination of a priori Gene Ontology terms showed no enrichment for meiosis. We then used the full data set to reveal further candidate pathways influenced by Dnmt1 for further hypotheses. Very few genes were differentially expressed at 7 days, but nearly half of all transcribed genes were differentially expressed at 14 days. We found no strong candidate pathways for how Dnmt1 knockdown was achieving its effect through Gene Ontology term overrepresentation analysis.

Conclusions: We, therefore, suggest that Dmnt1 plays a role in chromosome dynamics based on our observations of condensed nuclei and cellular arrest with no specific molecular pathways disrupted.

背景:昆虫DNA甲基化酶基因的功能是一个谜,因为基因表达与甲基化之间的关联并不普遍存在于昆虫中。如果通常参与胞嘧啶甲基化的基因不影响基因表达,那么它们的作用可能是什么?我们之前已经证明,在DNA甲基转移酶1 (Dnmt1)被敲低后,蝶膜oncopelus fasciatus的配子发生在减数分裂时中断,这与胞嘧啶甲基化水平的变化无关。在这里,使用转录组学,我们验证了Dmnt1是减数分裂基因通路的一部分的假设。睾丸几乎完全包含不同发育阶段的配子,在使用RNAi敲除Dmnt1后的7天和14天取样。结果:镜检发现活跃分裂的精囊在两个时间点均减少。然而,与其他研究一样,我们看到Dnmt1敲低导致有丝分裂-减数分裂转变后细胞核凝聚,然后细胞停滞。我们发现Dnmt1在我们预测的细胞周期和减数分裂途径中的功能作用有限。对先天基因本体术语的检查显示减数分裂没有富集。然后,我们使用完整的数据集来揭示受Dnmt1影响的进一步候选途径,以进一步假设。在第7天,很少有基因出现差异表达,但在第14天,几乎一半的转录基因出现差异表达。通过基因本体术语过代表性分析,我们没有发现Dnmt1敲低是如何实现其效果的强有力的候选途径。结论:因此,根据我们对细胞核凝聚和细胞阻滞的观察,我们认为Dmnt1在染色体动力学中起作用,没有特定的分子途径被破坏。
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引用次数: 0
Live-cell imaging of chromatin contacts opens a new window into chromatin dynamics. 染色质接触的活细胞成像为染色质动力学打开了一扇新的窗口。
IF 4.2 2区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2023-06-23 DOI: 10.1186/s13072-023-00503-9

Our understanding of the organization of the chromatin fiber within the cell nucleus has made great progress in the last few years. High-resolution techniques based on next-generation sequencing as well as optical imaging that can investigate chromatin conformations down to the single cell level have revealed that chromatin structure is highly heterogeneous at the level of the individual allele. While TAD boundaries and enhancer-promoter pairs emerge as hotspots of 3D proximity, the spatiotemporal dynamics of these different types of chromatin contacts remain largely unexplored. Investigation of chromatin contacts in live single cells is necessary to close this knowledge gap and further enhance the current models of 3D genome organization and enhancer-promoter communication. In this review, we first discuss the potential of single locus labeling to study architectural and enhancer-promoter contacts and provide an overview of the available single locus labeling techniques such as FROS, TALE, CRISPR-dCas9 and ANCHOR, and discuss the latest developments and applications of these systems.

在过去的几年里,我们对细胞核内染色质纤维组织的理解取得了巨大进展。基于下一代测序和光学成像的高分辨率技术可以研究单细胞水平下的染色质构象,这些技术表明,染色质结构在单个等位基因水平上是高度异质的。虽然TAD边界和增强子-启动子对成为3D接近的热点,但这些不同类型的染色质接触的时空动力学在很大程度上仍未被探索。研究活单细胞中的染色质接触对于缩小这一知识差距并进一步增强当前的3D基因组组织和增强子-启动子通讯模型是必要的。在这篇综述中,我们首先讨论了单位点标记在研究结构和增强子-启动子接触方面的潜力,并概述了可用的单位点标记技术,如FROS、TALE、CRISPR-dCas9和ANCHOR,并讨论了这些系统的最新发展和应用。
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引用次数: 0
PARP-dependent and NAT10-independent acetylation of N4-cytidine in RNA appears in UV-damaged chromatin. 在紫外线损伤的染色质中出现了依赖parp和不依赖nat10的RNA中n4 -胞苷的乙酰化。
IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2023-06-15 DOI: 10.1186/s13072-023-00501-x

RNA modifications have been known for many years, but their function has not been fully elucidated yet. For instance, the regulatory role of acetylation on N4-cytidine (ac4C) in RNA can be explored not only in terms of RNA stability and mRNA translation but also in DNA repair. Here, we observe a high level of ac4C RNA at DNA lesions in interphase cells and irradiated cells in telophase. Ac4C RNA appears in the damaged genome from 2 to 45 min after microirradiation. However, RNA cytidine acetyltransferase NAT10 did not accumulate to damaged sites, and NAT10 depletion did not affect the pronounced recruitment of ac4C RNA to DNA lesions. This process was not dependent on the G1, S, and G2 cell cycle phases. In addition, we observed that the PARP inhibitor, olaparib, prevents the recruitment of ac4C RNA to damaged chromatin. Our data imply that the acetylation of N4-cytidine, especially in small RNAs, has an important role in mediating DNA damage repair. Ac4C RNA likely causes de-condensation of chromatin in the vicinity of DNA lesions, making it accessible for other DNA repair factors involved in the DNA damage response. Alternatively, RNA modifications, including ac4C, could be direct markers of damaged RNAs.

RNA修饰已被发现多年,但其功能尚未完全阐明。例如,乙酰化对RNA中n4 -胞苷(ac4C)的调节作用不仅可以从RNA稳定性和mRNA翻译方面探索,还可以从DNA修复方面探索。在此,我们观察到在间期细胞和晚期辐照细胞的DNA损伤处有高水平的ac4C RNA。微辐照后2 ~ 45分钟,受损基因组中出现Ac4C RNA。然而,RNA胞苷乙酰转移酶NAT10不会积聚到受损部位,并且NAT10的耗尽不会影响ac4C RNA向DNA损伤处的明显募集。该过程不依赖于G1、S和G2细胞周期。此外,我们观察到PARP抑制剂olaparib可以阻止受损染色质上ac4C RNA的募集。我们的数据表明,n4 -胞苷的乙酰化,特别是在小rna中,在介导DNA损伤修复中起着重要作用。Ac4C RNA可能导致DNA损伤附近染色质的脱凝,使参与DNA损伤反应的其他DNA修复因子能够接近。另外,RNA修饰,包括ac4C,可能是受损RNA的直接标记。
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引用次数: 1
Histone modification analysis reveals common regulators of gene expression in liver and blood stage merozoites of Plasmodium parasites. 组蛋白修饰分析揭示了疟原虫肝期和血期裂殖体基因表达的共同调控因子。
IF 4.2 2区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2023-06-15 DOI: 10.1186/s13072-023-00500-y

Gene expression in malaria parasites is subject to various layers of regulation, including histone post-translational modifications (PTMs). Gene regulatory mechanisms have been extensively studied during the main developmental stages of Plasmodium parasites inside erythrocytes, from the ring stage following invasion to the schizont stage leading up to egress. However, gene regulation in merozoites that mediate the transition from one host cell to the next is an understudied area of parasite biology. Here, we sought to characterize gene expression and the corresponding histone PTM landscape during this stage of the parasite lifecycle through RNA-seq and ChIP-seq on P. falciparum blood stage schizonts, merozoites, and rings, as well as P. berghei liver stage merozoites. In both hepatic and erythrocytic merozoites, we identified a subset of genes with a unique histone PTM profile characterized by a region of H3K4me3 depletion in their promoter. These genes were upregulated in hepatic and erythrocytic merozoites and rings, had roles in protein export, translation, and host cell remodeling, and shared a DNA motif. These results indicate that similar regulatory mechanisms may underlie merozoite formation in the liver and blood stages. We also observed that H3K4me2 was deposited in gene bodies of gene families encoding variant surface antigens in erythrocytic merozoites, which may facilitate switching of gene expression between different members of these families. Finally, H3K18me and H2K27me were uncoupled from gene expression and were enriched around the centromeres in erythrocytic schizonts and merozoites, suggesting potential roles in the maintenance of chromosomal organization during schizogony. Together, our results demonstrate that extensive changes in gene expression and histone landscape occur during the schizont-to-ring transition to facilitate productive erythrocyte infection. The dynamic remodeling of the transcriptional program in hepatic and erythrocytic merozoites makes this stage attractive as a target for novel anti-malarial drugs that may have activity against both the liver and blood stages.

疟原虫的基因表达受到多层次的调控,包括组蛋白翻译后修饰(PTM)。对疟原虫在红细胞内的主要发育阶段(从入侵后的环状阶段到出体前的裂殖阶段)的基因调控机制进行了广泛研究。然而,介导寄生虫从一个宿主细胞过渡到下一个宿主细胞的裂殖体中的基因调控是寄生虫生物学中一个未得到充分研究的领域。在这里,我们试图通过 RNA-seq 和 ChIP-seq 对恶性疟原虫血期裂殖体、分生孢子和圆环以及伯格氏疟原虫肝期分生孢子的研究,描述寄生虫生命周期这一阶段的基因表达和相应的组蛋白 PTM 图谱。在肝脏和红细胞裂殖体中,我们都发现了一个具有独特组蛋白 PTM 特征的基因子集,其启动子中存在一个 H3K4me3 缺失区域。这些基因在肝脏和红细胞裂殖体及圆环中上调,在蛋白质输出、翻译和宿主细胞重塑中发挥作用,并共享一个 DNA motif。这些结果表明,肝脏和血液阶段的裂殖子形成可能有类似的调控机制。我们还观察到,H3K4me2沉积在红细胞裂殖体中编码变异表面抗原的基因家族的基因体中,这可能会促进这些家族不同成员之间基因表达的切换。最后,H3K18me 和 H2K27me 与基因表达无关,并富集在红细胞裂殖体和裂殖子的中心粒周围,这表明它们在裂殖过程中可能起着维持染色体组织的作用。总之,我们的研究结果表明,在裂殖向圆环转变的过程中,基因表达和组蛋白结构发生了广泛的变化,从而促进了红细胞的高产感染。肝和红细胞裂殖体转录程序的动态重塑使这一阶段成为新型抗疟疾药物的靶点,这些药物可能对肝和血液阶段都有活性。
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引用次数: 0
Assignment of the somatic A/B compartments to chromatin domains in giant transcriptionally active lampbrush chromosomes. 巨大转录活性灯刷染色体体细胞A/B区室染色质结构域的分配。
IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2023-06-15 DOI: 10.1186/s13072-023-00499-2

Background: The three-dimensional configuration of the eukaryotic genome is an emerging area of research. Chromosome conformation capture outlined genome segregation into large scale A and B compartments corresponding mainly to transcriptionally active and repressive chromatin. It remains unknown how the compartmentalization of the genome changes in growing oocytes of animals with hypertranscriptional type of oogenesis. Such oocytes are characterized by highly elongated chromosomes, called lampbrush chromosomes, which acquire a typical chromomere-loop appearance, representing one of the classical model systems for exploring the structural and functional organization of chromatin domains.

Results: Here, we compared the distribution of A/B compartments in chicken somatic cells with chromatin domains in lampbrush chromosomes. We found that in lampbrush chromosomes, the extended chromatin domains, restricted by compartment boundaries in somatic cells, disintegrate into individual chromomeres. Next, we performed FISH-mapping of the genomic loci, which belong to A or B chromatin compartments as well as to A/B compartment transition regions in embryonic fibroblasts on isolated lampbrush chromosomes. We found, that in chicken lampbrush chromosomes, clusters of dense compact chromomeres bearing short lateral loops and enriched with repressive epigenetic modifications generally correspond to constitutive B compartments in somatic cells. A compartments align with lampbrush chromosome segments with smaller, less compact chromomeres, longer lateral loops, and a higher transcriptional status. Clusters of small loose chromomeres with relatively long lateral loops show no obvious correspondence with either A or B compartment identity. Some genes belonging to facultative B (sub-) compartments can be tissue-specifically transcribed during oogenesis, forming distinct lateral loops.

Conclusions: Here, we established a correspondence between the A/B compartments in somatic interphase nucleus and chromatin segments in giant lampbrush chromosomes from diplotene stage oocytes. The chromomere-loop structure of the genomic regions corresponding to interphase A and B compartments reveals the difference in how they are organized at the level of chromatin domains. The results obtained also suggest that gene-poor regions tend to be packed into chromomeres.

背景:真核生物基因组的三维结构是一个新兴的研究领域。染色体构象捕获概述了基因组分离成大规模的A和B区室,主要对应于转录活性和抑制染色质。目前尚不清楚基因组区隔化如何改变具有高转录型卵发生的动物的生长卵母细胞。这种卵母细胞的特征是高度细长的染色体,称为灯刷染色体,其获得典型的染色体环外观,代表了探索染色质结构域结构和功能组织的经典模型系统之一。结果:我们比较了鸡体细胞中A/B区与灯刷染色体染色质结构域的分布。我们发现在灯刷染色体中,延长的染色质结构域在体细胞中受到室边界的限制,分裂成单个的染色体。接下来,我们对分离的灯刷染色体上的胚胎成纤维细胞中属于A或B染色质室以及A/B室过渡区的基因组位点进行了fish定位。我们发现,在鸡的灯刷染色体中,密集紧凑的染色体簇具有短的侧环,并且富含抑制性表观遗传修饰,通常与体细胞中的组成性B区室相对应。A区室与灯刷染色体片段对齐,具有较小的,不紧密的染色体,较长的侧环和较高的转录状态。具有较长侧环的小而松散的染色质簇与A或B隔室身份没有明显的对应关系。一些属于兼性B(亚)室的基因可以在卵发生过程中被组织特异性转录,形成明显的侧环。结论:本文建立了二倍体期卵母细胞体细胞间期核a /B区室与巨灯刷染色体染色质段的对应关系。对应于间期A和间期B的基因组区域的染色质环结构揭示了它们在染色质结构域水平上的组织方式差异。获得的结果还表明,基因贫乏区域倾向于被打包到染色体中。
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引用次数: 0
Var∣Decrypt: a novel and user-friendly tool to explore and prioritize variants in whole-exome sequencing data. Var∣Decrypt:一种新颖且用户友好的工具,用于探索和优先考虑全外显子组测序数据中的变体。
IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2023-06-14 DOI: 10.1186/s13072-023-00497-4

Background: High-throughput sequencing (HTS) offers unprecedented opportunities for the discovery of causative gene variants in multiple human disorders including cancers, and has revolutionized clinical diagnostics. However, despite more than a decade of use of HTS-based assays, extracting relevant functional information from whole-exome sequencing (WES) data remains challenging, especially for non-specialists lacking in-depth bioinformatic skills.

Results: To address this limitation, we developed Var∣Decrypt, a web-based tool designed to greatly facilitate WES data browsing and analysis. Var∣Decrypt offers a wide range of gene and variant filtering possibilities, clustering and enrichment tools, providing an efficient way to derive patient-specific functional information and to prioritize gene variants for functional analyses. We applied Var∣Decrypt on WES datasets of 10 acute erythroid leukemia patients, a rare and aggressive form of leukemia, and recovered known disease oncogenes in addition to novel putative drivers. We additionally validated the performance of Var∣Decrypt using an independent dataset of ~ 90 multiple myeloma WES, recapitulating the identified deregulated genes and pathways, showing the general applicability and versatility of Var∣Decrypt for WES analysis.

Conclusion: Despite years of use of WES in human health for diagnosis and discovery of disease drivers, WES data analysis still remains a complex task requiring advanced bioinformatic skills. In that context, there is a need for user-friendly all-in-one dedicated tools for data analysis, to allow biologists and clinicians to extract relevant biological information from patient datasets. Here, we provide Var∣Decrypt (trial version accessible here: https://vardecrypt.com/app/vardecrypt ), a simple and intuitive Rshiny application created to fill this gap. Source code and detailed user tutorial are available at https://gitlab.com/mohammadsalma/vardecrypt .

背景:高通量测序(HTS)为发现包括癌症在内的多种人类疾病的致病基因变异提供了前所未有的机会,并彻底改变了临床诊断。然而,尽管基于hts的分析方法已经使用了十多年,但从全外显子组测序(WES)数据中提取相关功能信息仍然具有挑战性,特别是对于缺乏深入生物信息学技能的非专业人员。结果:为了解决这一限制,我们开发了Var∣Decrypt,这是一个基于网络的工具,旨在极大地促进WES数据的浏览和分析。Var∣Decrypt提供了广泛的基因和变异过滤可能性,聚类和富集工具,提供了一种有效的方法来获得患者特定的功能信息,并优先考虑基因变异的功能分析。我们将Var∣Decrypt应用于10例急性红细胞白血病(一种罕见的侵袭性白血病)患者的WES数据集,并恢复了已知的疾病致癌基因以及新的推定驱动因素。我们还使用约90个多发性骨髓瘤WES的独立数据集验证了Var∣Decrypt的性能,概括了已确定的解除调控的基因和途径,显示了Var∣Decrypt用于WES分析的一般适用性和多功能性。结论:尽管多年来在人类健康中使用WES来诊断和发现疾病驱动因素,但WES数据分析仍然是一项复杂的任务,需要先进的生物信息学技能。在这种情况下,需要用户友好的一体化专用工具进行数据分析,允许生物学家和临床医生从患者数据集中提取相关的生物学信息。在这里,我们提供Var∣Decrypt(试用版可在这里访问:https://vardecrypt.com/app/vardecrypt),这是一个简单直观的Rshiny应用程序,旨在填补这一空白。源代码和详细的用户教程可在https://gitlab.com/mohammadsalma/vardecrypt。
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Epigenetics & Chromatin
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