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RNA Polymerase II coordinates histone deacetylation at active promoters RNA 聚合酶 II 协调活性启动子上的组蛋白去乙酰化作用
Pub Date : 2024-09-17 DOI: 10.1101/2024.09.17.613553
Jackson A Hoffman, Kevin W Trotter, Trevor K. Archer
Nucleosomes at actively transcribed promoters have specific histone post-transcriptional modifications and histone variants. These features are thought to contribute to the formation and maintenance of a permissive chromatin environment. Recent reports have drawn conflicting conclusions about whether these histone modifications depend on transcription. We used triptolide to inhibit transcription initiation and degrade RNA Polymerase II and interrogated the effect on histone modifications. Transcription initiation was dispensable for de novo and steady-state histone acetylation at transcription start sites (TSSs) and enhancers. However, at steady state, blocking transcription initiation increased the levels of histone acetylation and H2AZ incorporation at active TSSs. These results demonstrate that deposition of specific histone modifications at TSSs is not dependent on transcription and that transcription limits the maintenance of these marks.
转录活跃的启动子上的核小体具有特定的组蛋白转录后修饰和组蛋白变体。这些特征被认为有助于形成和维持有利的染色质环境。最近的报道对这些组蛋白修饰是否依赖于转录得出了相互矛盾的结论。我们使用三苯氧胺抑制转录启动和降解 RNA 聚合酶 II,并研究其对组蛋白修饰的影响。转录启动对于转录起始位点(TSS)和增强子上的新生和稳态组蛋白乙酰化是不可或缺的。然而,在稳定状态下,阻断转录启动会增加活性 TSS 处的组蛋白乙酰化和 H2AZ 结合水平。这些结果表明,TSSs 上特定组蛋白修饰的沉积并不依赖于转录,转录限制了这些标记的维持。
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引用次数: 0
Targeting FUS-ALS aggregation with Proteasome Inhibitors 用蛋白酶体抑制剂靶向 FUS-ALS 聚集
Pub Date : 2024-09-17 DOI: 10.1101/2024.09.17.613412
Amal Younis, Kanar Yassen, Kinneret Rozales, Tahani Kadah, Naseeb Saida, Anatoly Meller, Joyeeta Dutta Hazra, Ronit Heinrich, Flonia Levy-Adam, Shai Berlin, Reut Shalgi
ALS, Amyotrophic lateral sclerosis, a devastating neurodegenerative disease (ND) with no cure, is often caused by abnormal cytosolic aggregation of RNA-binding proteins, the most well-known of which are TDP-43 and FUS. The proteasome is considered one of the major systems that degrades misfolded, including ND-associated, proteins, thereby acting to reduce aggregation, while inhibition of the proteasome increases aggregation. Unexpectedly, we found that proteasome inhibitor treatment significantly reduced ALS-associated mutant FUS aggregation in cells and in primary neurons. This is in sharp contrast to most other ND-associated aggregating proteins, including Huntingtin and TDP-43, for which proteasome inhibitors enhanced aggregation. We further found that this inhibitory effect is dependent on the transcription factor HSF1, suggesting that the underlying mechanism of this effect is transcriptionally-mediated. Since heat shock treatment did not show any effect on FUS aggregation, we hypothesized that proteasome inhibitors elicit a transcriptional program distinct of that of heat shock, which is protective of FUS aggregation. We identified BAG3, a co-chaperone that cooperates with HSP70 in reducing FUS aggregation, as a significant mediator of this effect. We therefore propose BBB-permeable proteasome inhibitors as a potential therapy specific to ALS-FUS.
肌萎缩性脊髓侧索硬化症(ALS)是一种无法治愈的破坏性神经退行性疾病(ND),通常是由 RNA 结合蛋白的异常胞浆聚集引起的,其中最著名的是 TDP-43 和 FUS。蛋白酶体被认为是降解错误折叠蛋白(包括 ND 相关蛋白)的主要系统之一,从而起到减少聚集的作用,而抑制蛋白酶体则会增加聚集。意想不到的是,我们发现蛋白酶体抑制剂能显著减少细胞和原发性神经元中与 ALS 相关的突变型 FUS 的聚集。这与包括亨廷汀(Huntingtin)和 TDP-43 在内的大多数其他 ND 相关聚集蛋白形成鲜明对比,蛋白酶体抑制剂会增强这些蛋白的聚集。我们进一步发现,这种抑制作用依赖于转录因子 HSF1,这表明这种作用的基本机制是转录介导的。由于热休克处理对 FUS 的聚集没有任何影响,我们推测蛋白酶体抑制剂会引起一种不同于热休克的转录程序,从而保护 FUS 的聚集。我们发现,BAG3(一种与 HSP70 合作减少 FUS 聚集的辅助伴侣)是这一效应的重要介质。因此,我们建议将BBB渗透性蛋白酶体抑制剂作为一种针对ALS-FUS的潜在疗法。
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引用次数: 0
Assessing Ebola Virus Circulation in the Tshuapa Province (Democratic Republic of the Congo): A One Health Investigation of Wildlife and Human Interactions 评估 Tshuapa 省(刚果民主共和国)的埃博拉病毒传播情况:野生动物与人类互动的综合健康调查
Pub Date : 2024-09-17 DOI: 10.1101/2024.09.17.613482
Rianne van Vredendaal, Léa Joffrin, Antea Paviotti, Claude Mande, Solange Milolo, Nicolas Laurent, Léa Fourchault, Douglas Adroabadrio, Pascal Baelo, Steve Ngoy, Papy Ansobi, Casimir Nebesse, Martine Peeters, Ahidjo Ayouba, Maeliss Champagne, Julie Bouillin, Jana Těšíková, Natalie Van Houtte, Sophie Gryseels, Maha Salloum, Freddy Bikioli, Séverine Thys, Jimmy Mpato, Ruben Ilonga, Henri Kimina, Ynke Larivière, Gwen Lemey, Pierre Van Damme, Jean-Pierre Van Geertruyden, Hypolite Muhindo-Mavoko, Patrick Mitashi, Herwig Leirs, Erik Verheyen, Guy-Crispin Gembu, Joachim Mariën
The wildlife reservoir and spillover mechanisms of the Ebola virus remain elusive despite extensive research efforts in endemic areas. This study employed a One Health approach to examine the virus circulation in wildlife and the associated human exposure risks in the Tshuapa province of the Democratic Republic of the Congo. In 2021, we collected a 1015 samples from 888 animals, predominantly small mammals, and 380 inhabitants of Inkanamongo village, the site of an Ebola virus disease outbreak in 2014. These samples were screened for evidence of current (RNA) or past (IgG antibodies) Ebola virus infections. We also conducted interviews with 167 individuals in the surrounding districts to assess their interactions with wildlife. While no Ebola virus RNA was detected in the wildlife samples, anti-orthoebolavirus IgG antibodies were found in 13 bats and 38 rodents. Among the human participants, 120 individuals had IgG antibodies against at least one orthoebolavirus antigen, with 12 showing seropositivity for two antigens of the same orthoebolavirus, despite not having a prior Ebola disease diagnosis. Furthermore, over 50% of respondents reported frequent visits to the forest to hunt a variety of wild animals, particularly ungulates and rodents, which could account for occasional viral spillovers. The absence of active Ebola virus circulation in wildlife may reflect seasonal patterns in reservoir ecology, like those observed in bats. Similarly, seasonal human activities, like hunting and foraging, may result in periodic exposure risks. These findings highlight the importance of continuous, multidisciplinary surveillance to monitor changes in seasonal spillover risks.
尽管在埃博拉病毒流行地区开展了大量研究工作,但野生动物体内的埃博拉病毒库和埃博拉病毒外溢机制仍然难以捉摸。本研究采用 "一体健康 "方法,研究刚果民主共和国茨瓦帕省野生动物体内的病毒循环以及相关的人类暴露风险。2021 年,我们收集了 888 种动物(主要是小型哺乳动物)和 2014 年埃博拉病毒病爆发地 Inkanamongo 村 380 名居民的 1015 份样本。我们对这些样本进行了筛查,以寻找当前(RNA)或过去(IgG 抗体)感染埃博拉病毒的证据。我们还对周边地区的 167 人进行了访谈,以评估他们与野生动物的互动情况。虽然在野生动物样本中未检测到埃博拉病毒 RNA,但在 13 只蝙蝠和 38 只啮齿动物体内发现了抗蝙蝠病毒 IgG 抗体。在人类参与者中,有 120 人的 IgG 抗体至少针对一种正变形博拉病毒抗原,其中有 12 人对同一种正变形博拉病毒的两种抗原表现出血清阳性反应,尽管他们之前并没有埃博拉疾病诊断。此外,50% 以上的受访者称经常去森林捕猎各种野生动物,尤其是有蹄类动物和啮齿类动物,这可能是病毒偶尔外溢的原因。野生动物体内没有活跃的埃博拉病毒循环可能反映了储库生态的季节性模式,就像在蝙蝠身上观察到的那样。同样,狩猎和觅食等季节性人类活动也可能导致周期性的暴露风险。这些发现凸显了持续、多学科监测以监控季节性外溢风险变化的重要性。
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引用次数: 0
Mapping the combinatorial coding between olfactory receptors and perception with deep learning 利用深度学习绘制嗅觉感受器与感知之间的组合编码图
Pub Date : 2024-09-16 DOI: 10.1101/2024.09.16.613334
Seyone Chithrananda, Judith Amores, Kevin K Yang
The sense of smell remains poorly understood, especially in contrast to visual and auditory coding. At the core of our sense of smell is the olfactory information flow, in which odorant molecules activate a subset of our olfactory receptors and combinations of unique receptor activations code for unique odors. Understanding this relationship is crucial for unraveling the mysteries of human olfaction and its potential therapeutic applications. Despite this, predicting molecule-OR interactions remains incredibly difficult. Here, we develop a novel, biologically-inspired approach that first maps odorant molecules to their respective OR activation profiles and subsequently predicts their odor percepts. Despite a lack of overlap between molecules with OR activation data and percept annotations, our joint model improves percept prediction by leveraging the OR activation profile of each odorant as auxiliary features in predicting its percepts. We extend this cross receptor-percept approach, showing that sets of molecules with very different structures but similar percepts, a common challenge for chemosensory prediction, have similar predicted OR activation profiles. Lastly, we further probe the odorant-OR model's predictive ability, showing it can distinguish binding patterns across unique OR families, as well as between protein-coding genes or frequently occuring pseudogenes in the human olfactory subgenome. This work may aid in the potential discovery of novel odorant ligands targeting functions of orphan ORs, and in further characterizing the relationship between chemical structures and percepts. In doing so, we hope to advance our understanding of olfactory perception and the design of new odorants with desired perceptual qualities.
人们对嗅觉的了解仍然很少,尤其是与视觉和听觉编码相比。嗅觉的核心是嗅觉信息流,其中气味分子激活嗅觉受体的一个子集,独特的受体激活组合编码出独特的气味。了解这种关系对于揭开人类嗅觉及其潜在治疗应用的神秘面纱至关重要。尽管如此,预测分子与嗅觉受体之间的相互作用仍然非常困难。在这里,我们开发了一种新颖的、受生物学启发的方法,首先将气味分子映射到它们各自的OR激活图谱,然后预测它们的气味感知。尽管分子与受体活化数据和知觉注释之间缺乏重叠,但我们的联合模型利用每种气味的受体活化特征作为预测其知觉的辅助特征,从而改进了知觉预测。我们扩展了这种跨受体-知觉的方法,表明结构迥异但知觉相似的分子集(这是化感预测面临的一个常见挑战)具有相似的预测 OR 激活曲线。最后,我们进一步探究了气味-OR 模型的预测能力,结果表明它可以区分独特的 OR 家族之间的结合模式,以及人类嗅觉亚基因组中的蛋白编码基因或频繁出现的假基因之间的结合模式。这项工作可能有助于发现针对孤儿 OR 功能的新型气味配体,并进一步确定化学结构与感知之间的关系。在此过程中,我们希望加深对嗅觉感知的理解,并设计出具有理想感知品质的新型气味剂。
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引用次数: 0
Exploring putative enteric methanogenesis inhibitors using molecular simulations and a graph neural network 利用分子模拟和图神经网络探索潜在的肠道产甲烷抑制剂
Pub Date : 2024-09-16 DOI: 10.1101/2024.09.16.613350
Randy Aryee, Noor Sakib Mohammed, Supantha Dey, Arunraj B, Swathi Nadendla, Karuna Anna Sajeevan, Matthew Beck, Anthony Nathan Frazier, Jacek Koziel, Thomas Mansell, Ratul Chowdhury
Atmospheric methane (CH4) acts as a key contributor to global warming. As CH4 is a short-lived climate forcer (12 years atmospheric lifespan), its mitigation represents the most promising means to address climate change in the short term. Enteric CH4 (the biosynthesized CH4 from the rumen of ruminants) represents 5.1% of total global greenhouse gas (GHG) emissions, 23% of emissions from agriculture, and 27.2% of global CH4 emissions. Therefore, it is imperative to investigate methanogenesis inhibitors and their underlying modes of action. We hereby elucidate the detailed biophysical and thermodynamic interplay between anti-methanogenic molecules and cofactor F430 of methyl coenzyme M reductase and interpret the stoichiometric ratios and binding affinities of sixteen inhibitor molecules. We leverage this as prior in a graph neural network to first functionally cluster these sixteen known inhibitors among ~54,000 bovine metabolites. We subsequently demonstrate a protocol to identify precursors to and putative inhibitors for methanogenesis, based on Tanimoto chemical similarity and membrane permeability predictions. This work lays the foundation for computational and de novo design of inhibitor molecules that retain/ reject one or more biochemical properties of known inhibitors discussed in this study.
大气中的甲烷(CH4)是导致全球变暖的主要因素。由于 CH4 是一种短期气候致变剂(在大气中的寿命为 12 年),因此减缓其排放是短期内应对气候变化最有希望的方法。肠道 CH4(反刍动物瘤胃中生物合成的 CH4)占全球温室气体(GHG)总排放量的 5.1%,占农业排放量的 23%,占全球 CH4 排放量的 27.2%。因此,研究甲烷生成抑制剂及其基本作用模式势在必行。我们在此阐明了抗甲烷生成分子与甲基辅酶 M 还原酶辅因子 F430 之间详细的生物物理和热力学相互作用,并解释了 16 种抑制剂分子的化学计量比和结合亲和力。我们将此作为图神经网络的先决条件,首先在约 54,000 种牛代谢物中对这 16 种已知抑制剂进行功能聚类。随后,我们展示了一种基于谷本化学相似性和膜渗透性预测来识别甲烷生成前体和潜在抑制剂的方案。这项工作为计算和重新设计抑制剂分子奠定了基础,这些抑制剂分子保留/摒弃了本研究中讨论的已知抑制剂的一种或多种生化特性。
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引用次数: 0
Novel naphthyridones targeting Pannexin 1 for colitis management 以 Pannexin 1 为靶点的新型萘啶酮类化合物用于结肠炎治疗
Pub Date : 2024-09-16 DOI: 10.1101/2024.09.15.613164
Wen-Yun Hsueh, Yi-Ling Wu, Meng-Tzu Weng, Shin-Yun Liu, Jascinta P Santavanond, Yi-Chung Liu, Ching-I Lin, Cheng-Nong Lai, Yi-Ru Lu, Jing Yin Hsu, Hong-Yu Gao, Jinq-Chyi Lee, Shu-Chen Wei, Ping-Chiang Lyu, Ivan KH Poon, Hsing-Pang Hsieh, Yu-Hsin Chiu
Pannexin 1 (PANX1) forms cell-surface channels capable of releasing signaling metabolites for diverse patho-physiological processes. While inhibiting dysregulated PANX1 is proposed as a therapeutic strategy for many pathological conditions, including inflammatory bowel disease (IBD), low efficacy or poor specificity of classical PANX1 inhibitors introduces uncertainty for their applications in basic and translational research. Here, we performed hit-to-lead optimization and identified a naphthyridone, compound 12, as a new PANX1 inhibitor with an IC50 of 0.73 μM that does not affect pannexin-homologous LRRC8/SWELL1 channels. Using structure-activity relationship analysis, mutagenesis, cell thermal shift assays, and molecular docking, we revealed that compound 12 directly engages PANX1 Trp74 residue. Using a dextran sodium sulfate mouse model of IBD, we found that compound 12 markedly reduced colitis severity, highlighting new PANX1 inhibitors as a proof-of-concept treatment for IBD. These data describe the mechanism of action for a new PANX1 inhibitor, identify the binding site for future drug design, and present a targeted strategy for treating IBD.
Pannexin 1(PANX1)能形成细胞表面通道,释放信号代谢物,促进多种病理生理过程。虽然抑制失调的 PANX1 被建议作为包括炎症性肠病(IBD)在内的许多病理情况的治疗策略,但经典的 PANX1 抑制剂疗效低或特异性差,给它们在基础研究和转化研究中的应用带来了不确定性。在这里,我们进行了 "命中到先导 "优化,发现了一种新的 PANX1 抑制剂--萘啶酮化合物 12,其 IC50 值为 0.73 μM,不会影响 Pannexin 同源的 LRRC8/SWELL1 通道。通过结构-活性关系分析、诱变、细胞热转移试验和分子对接,我们发现化合物 12 直接与 PANX1 Trp74 残基结合。通过使用硫酸葡聚糖钠 IBD 小鼠模型,我们发现化合物 12 明显减轻了结肠炎的严重程度,这表明新的 PANX1 抑制剂是治疗 IBD 的概念验证药物。这些数据描述了一种新型 PANX1 抑制剂的作用机制,确定了未来药物设计的结合位点,并提出了一种治疗 IBD 的靶向策略。
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引用次数: 0
RNA secondary structure ensemble mapping in a living cell identifies conserved RNA regulatory switches and thermometers 活细胞中的 RNA 二级结构集合图谱确定了保守的 RNA 调控开关和温度计
Pub Date : 2024-09-16 DOI: 10.1101/2024.09.16.613214
Ivana Borovska, Chundan Zhang, Edoardo Morandi, Daphne van den Homberg, Michael T. Wolfinger, Willem Velema, Danny Incarnato
RNA molecules can populate ensembles of alternative structural conformations, but comprehensively mapping RNA conformational landscapes within living cells presents significant challenges and has, as such, so far remained elusive. Here, we generated the first transcriptome-scale maps of RNA secondary structure ensembles in a living cell, using Escherichia coli as a model. Our analysis uncovered features of structurally-dynamic regions, as well as the existence of hundreds of highly-conserved bacterial RNA structural elements. Conditional structure mapping revealed extensive restructuring of RNA ensembles during cold shock, leading to the discovery of several novel RNA thermometers in the 5′ UTRs of the cspG, cspI, cpxP and lpxP mRNAs. We mechanistically characterized how these thermometers switch structure in response to cold shock and revealed the cspE chaperone-mediated regulation of lpxP. Collectively, this work reveals a previously unappreciated complexity of RNA structural dynamics in living cells, and it provides a key resource to significantly accelerate the discovery of regulatory RNA switches.
RNA 分子可以填充多种可选结构构象组合,但全面绘制活细胞内的 RNA 构象图谱是一项重大挑战,因此迄今为止仍难以实现。在这里,我们以大肠杆菌为模型,首次生成了活细胞中 RNA 二级结构组合的转录组尺度图谱。我们的分析发现了结构动态区域的特征,以及数百种高度保守的细菌 RNA 结构元素的存在。条件结构图揭示了冷休克期间 RNA 组合的广泛重组,从而在 cspG、cspI、cpxP 和 lpxP mRNA 的 5′ UTR 中发现了几种新型 RNA 温度计。我们从机理上描述了这些温度计如何在应对冷休克时切换结构,并揭示了 cspE 合子介导的 lpxP 调控。总之,这项工作揭示了活细胞中 RNA 结构动态的复杂性,而这种复杂性以前从未被认识到,它为大大加快发现调控 RNA 开关提供了关键资源。
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引用次数: 0
The DNA damage response and RNA Polymerase II regulator Def1 has posttranscriptional functions in the cytoplasm DNA损伤应答和RNA聚合酶II调节因子Def1在细胞质中具有转录后功能
Pub Date : 2024-09-16 DOI: 10.1101/2024.09.16.613278
Oluwasegun T Akinniyi, Shardul Kulkarni, Mikayla M Hribal, Cheryl A Keller, Belinda Giardine, Joseph C. Reese
Yeast Def1 mediates RNA polymerase II degradation and transcription elongation during stress. Def1 is predominantly cytoplasmic, and DNA damage signals cause its proteolytic processing, liberating its N-terminus to enter the nucleus. Cytoplasmic functions for this abundant protein have not been identified. Proximity-labeling (BioID) experiments indicate that Def1 binds to an array of proteins involved in posttranscriptional control and translation of mRNAs. Deleting DEF1 reduces both mRNA synthesis and decay rates, indicating transcript buffering in the mutant. Directly tethering Def1 to a reporter mRNA suppressed expression, suggesting that Def1 directly regulates mRNAs. Surprisingly, we found that Def1 interacts with polyribosomes, which requires its ubiquitin-binding domain located in its N-terminus. The binding of Def1 to ribosomes requires the ubiquitylation of eS7a (Rsp7A) in the small subunit by the Not4 protein in the Ccr4-Not complex. Not4 ubiquitylation of the ribosome regulates translation quality control and co-translational mRNA decay. The polyglutamine-rich unstructured C-terminus of Def1 is required for its interaction with decay and translation factors, suggesting that Def1 acts as a ubiquitin-dependent scaffold to link translation status to mRNA decay. Thus, we have identified a novel function for this transcription and DNA damage response factor in posttranscriptional regulation in the cytoplasm and establish Def1 as a master regulator of gene expression, functioning during transcription, mRNA decay, and translation.
酵母 Def1 在应激过程中介导 RNA 聚合酶 II 降解和转录延长。Def1 主要存在于细胞质中,DNA 损伤信号会导致其蛋白水解,并释放其 N 端进入细胞核。这种丰富蛋白质的细胞质功能尚未确定。接近标记(BioID)实验表明,DEF1 与一系列参与转录后控制和 mRNA 翻译的蛋白质结合。删除 DEF1 会降低 mRNA 的合成率和衰变率,这表明突变体中存在转录本缓冲作用。直接将 Def1 与报告 mRNA 连接会抑制表达,这表明 Def1 直接调控 mRNA。令人惊讶的是,我们发现 Def1 能与多核糖体相互作用,这需要其 N 端的泛素结合域。Def1 与核糖体的结合需要 Ccr4-Not 复合物中的 Not4 蛋白对小亚基中的 eS7a(Rsp7A)进行泛素化。核糖体上的 Not4 泛素化调节翻译质量控制和共翻译 mRNA 衰减。Def1 富含多聚谷氨酰胺的非结构化 C 端是其与衰变和翻译因子相互作用所必需的,这表明 Def1 是一种依赖泛素的支架,将翻译状态与 mRNA 的衰变联系起来。因此,我们发现了这种转录和 DNA 损伤反应因子在细胞质转录后调控中的新功能,并确定 Def1 是基因表达的主调控因子,在转录、mRNA 降解和翻译过程中发挥作用。
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引用次数: 0
Complete Genomic Characterization of Global Pathogens, Respiratory Syncytial Virus (RSV), and Human Norovirus (HuNoV) Using Probe-based Capture Enrichment. 利用基于探针的捕获富集技术对全球病原体、呼吸道合胞病毒 (RSV) 和人类诺罗病毒 (HuNoV) 进行完整的基因组特征描述。
Pub Date : 2024-09-16 DOI: 10.1101/2024.09.16.613242
Harshavardhan Doddapaneni, Sravya V Bhamidipati, Anil Surathu, Hsu Chao, Daniel Paiva Agustinho, Qin Xiang, Kavya Kottapalli, Abirami Santhanam, Zeineen Momin, Kimberly Walker, Vipin K Menon, George M Weissenberger, Nathanael Emerick, Faria Mahjabeen, Qingchang Meng, Jianhong Hu, Richard Sucgang, David Morgan Henke, Fritz Sedlazeck, Ziad Khan, Ginger A Metcalf, Vasanthi Avadhanula, Pedro A Piedra, Sasirekha Ramani, Robert Legare Atmar, Mary K. Estes, Joseph F Petrosino, Richard Gibbs, Donna Muzny, Sara Joan Javornik Cregeen
Respiratory syncytial virus (RSV) is the leading cause of lower respiratory tract infections in children worldwide, while human noroviruses (HuNoV) are a leading cause of epidemic and sporadic acute gastroenteritis. Generating full-length genome sequences for these viruses is crucial for understanding viral diversity and tracking emerging variants. However, obtaining high-quality sequencing data is often challenging due to viral strain variability, quality, and low titers. Here, we present a set of comprehensive oligonucleotide probe sets designed from 1,570 RSV and 1,376 HuNoV isolate sequences in GenBank. Using these probe sets and a capture enrichment sequencing workflow, 85 RSV positive nasal swab samples and 55 (49 stool and six human intestinal enteroids) HuNoV positive samples encompassing major subtypes and genotypes were characterized. The Ct values of these samples ranged from 17.0-29.9 for RSV, and from 20.2-34.8 for HuNoV, with some HuNoV having below the detection limit. The mean percentage of post-processing reads mapped to viral genomes was 85.1% for RSV and 40.8% for HuNoV post-capture, compared to 0.08% and 1.15% in pre-capture libraries, respectively. Full-length genomes were>99% complete in all RSV positive samples and >96% complete in 47/55 HuNoV positive samples—a significant improvement over genome recovery from pre-capture libraries. RSV transcriptome (subgenomic mRNAs) sequences were also characterized from this data. Probe-based capture enrichment offers a comprehensive approach for RSV and HuNoV genome sequencing and monitoring emerging variants.
呼吸道合胞病毒(RSV)是全球儿童下呼吸道感染的主要病因,而人类诺如病毒(HuNoV)则是流行性和偶发性急性肠胃炎的主要病因。生成这些病毒的全长基因组序列对于了解病毒多样性和追踪新出现的变种至关重要。然而,由于病毒株的变异性、质量和低滴度,获得高质量的测序数据往往具有挑战性。在这里,我们展示了一套从 GenBank 中 1,570 个 RSV 和 1,376 个 HuNoV 分离序列中设计的综合寡核苷酸探针集。利用这些探针集和捕获富集测序工作流程,对 85 份 RSV 阳性鼻拭子样本和 55 份(49 份粪便和 6 份人体肠道样本)HuNoV 阳性样本进行了鉴定,其中包括主要的亚型和基因型。这些样本中 RSV 的 Ct 值为 17.0-29.9,HuNoV 的 Ct 值为 20.2-34.8,其中一些 HuNoV 低于检测限。捕获后处理读数映射到病毒基因组的平均百分比,RSV 为 85.1%,HuNoV 为 40.8%,而捕获前文库分别为 0.08% 和 1.15%。在所有 RSV 阳性样本中,全长基因组的完整率为 99%,在 47/55 个 HuNoV 阳性样本中,全长基因组的完整率为 96%--这比捕获前文库的基因组恢复率有了显著提高。RSV 转录组(亚基因组 mRNAs)序列的特征也来自这些数据。基于探针的捕获富集为 RSV 和 HuNoV 基因组测序和监测新出现的变体提供了一种全面的方法。
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引用次数: 0
Identification of Growth Differentiation Factor-15 as An Early Predictive Biomarker for Metabolic Dysfunction-Associated Steatohepatitis: A Nested Case-control Study of UK Biobank Proteomic Data 将生长分化因子-15 鉴定为代谢功能障碍相关性脂肪性肝炎的早期预测性生物标记物:英国生物库蛋白质组数据的嵌套病例对照研究
Pub Date : 2024-09-15 DOI: 10.1101/2024.09.12.612665
Hao Wang, Xiaoqian Xu, Yameng Sun, Hong You, Jidong Jia, You-Wen He, Yuanyuan Kong
Background/Aims: This study aims to determine the predictive capability for metabolic dysfunction-associated steatohepatitis (MASH) long before its diagnosis by using six previously identified diagnostic biomarkers for metabolic dysfunction-associated steatotic liver disease (MASLD) with proteomic data from the UK Biobank.Methods: A nested case-control study comprising of a MASH group and three age- and sex-matched controls groups (metabolic dysfunction-associated steatosis, viral hepatitis, and normal liver controls) were conducted. Olink proteomics, anthropometric and biochemical data at baseline levels were obtained from the UK Biobank. The baseline levels of CDCP1, FABP4, FGF21, GDF15, IL-6 and THBS2 were analyzed prospectively to determine their predictive accuracy for subsequent diagnosis with a mean lag time of over 10 years.Results: At baseline, GDF15 demonstrated the best performance for predicting MASH occurrence at 5 and 10 years later, with an AUC of 0.90 at 5 years and 0.86 at 10 years. A predictive model based on four biomarkers (GDF15, FGF21, IL-6, and THBS2) showed AUCs of 0.88 at both 5 and 10 years. Furthermore, a protein-clinical model that included these four circulating protein biomarkers along with three clinical factors (BMI, ALT and TC) yielded AUCs of 0.92 at 5 years and 0.89 at 10 years. Conclusions: GDF15 at baseline levels outperformed other individual circulating protein biomarkers for the early prediction of MASH. Our data suggest that GDF15 and the GDF15-based model may be used as easy-to-implement tools to identify patients with high risk of developing MASH at a mean lag time of over 10 years.
背景/目的:本研究旨在利用之前确定的代谢功能障碍相关性脂肪性肝病(MASLD)的六个诊断生物标志物和英国生物库的蛋白质组数据,确定代谢功能障碍相关性脂肪性肝病(MASH)在确诊前的预测能力:方法:进行了一项巢式病例对照研究,包括一个MASH组和三个年龄和性别匹配的对照组(代谢功能障碍相关性脂肪肝、病毒性肝炎和正常肝脏对照组)。基线水平的 Olink 蛋白质组学、人体测量和生化数据来自英国生物库。对 CDCP1、FABP4、FGF21、GDF15、IL-6 和 THBS2 的基线水平进行了前瞻性分析,以确定它们对随后诊断的预测准确性,平均滞后时间超过 10 年:基线时,GDF15在预测5年和10年后MASH发生率方面表现最佳,5年时的AUC为0.90,10年时的AUC为0.86。基于四种生物标记物(GDF15、FGF21、IL-6和THBS2)的预测模型显示,5年和10年后的AUC均为0.88。此外,蛋白质-临床模型包括这四种循环蛋白质生物标志物和三种临床因素(BMI、ALT 和 TC),5 年和 10 年的 AUC 分别为 0.92 和 0.89。结论在早期预测MASH方面,基线水平的GDF15优于其他单个循环蛋白生物标志物。我们的数据表明,GDF15 和基于 GDF15 的模型可作为易于实施的工具,在平均滞后时间超过 10 年的情况下识别出 MASH 高风险患者。
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bioRxiv - Molecular Biology
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