Cross-species

跨物种
  • 文章类型: Journal Article
    轮胎橡胶抗氧剂N-(1,3-二甲基丁基)-N'-苯基-对苯二胺(6PPD)及其醌产物(6PPDQ)是普遍存在的新兴污染物,然而,他们的生物转化概况仍然知之甚少,妨碍对环境和健康风险的评估。这项研究通过体外肝微粒体(LM)孵育和计算机模拟研究了水生和哺乳动物物种中6PPD和6PPDQ的I期代谢。使用高灵敏度的纳米电喷雾电离质谱鉴定了来自七个途径的总共40种代谢物。值得注意的是,6PPDQ始终检测为6PPD代谢物,产率约为2%,强调生物转化是生物体中6PPDQ被忽视的间接暴露途径。6PPDQ是通过容易的两步苯基羟基化6PPD计算形成的,由细胞色素P450酶催化。观察到明显的物种特异性代谢动力学,与哺乳动物LM相比,鱼类LM表现出6PPD和6PPDQ的生物转化速率延迟,表明水生脊椎动物对这些污染物的脆弱性。有趣的是,两种新的偶联代谢物被鉴定为6PPD,与6PPDQ相比,预测其毒性升高,并且是由P450的C-N氧化偶联引起的。这些公布的代谢概况为6PPD和6PPDQ的风险评估提供了有价值的见解,这可能会为未来的研究和监管行动提供信息。
    The tire rubber antioxidant N-(1,3-dimethylbutyl)-N\'-phenyl-p-phenylenediamine (6PPD) and its quinone product (6PPDQ) are prevalent emerging contaminants, yet their biotransformation profiles remain poorly understood, hampering the assessment of environmental and health risks. This study investigated the phase-I metabolism of 6PPD and 6PPDQ across aquatic and mammalian species through in vitro liver microsome (LM) incubations and in silico simulations. A total of 40 metabolites from seven pathways were identified using the highly sensitive nano-electrospray ionization mass spectrometry. Notably, 6PPDQ was consistently detected as a 6PPD metabolite with an approximate 2% yield, highlighting biotransformation as a neglected indirect exposure pathway for 6PPDQ in organisms. 6PPDQ was calculated to form through a facile two-step phenyl hydroxylation of 6PPD, catalyzed by cytochrome P450 enzymes. Distinct species-specific metabolic kinetics were observed, with fish LM demonstrating retarded biotransformation rates for 6PPD and 6PPDQ compared to mammalian LM, suggesting the vulnerability of aquatic vertebrates to these contaminants. Intriguingly, two novel coupled metabolites were identified for 6PPD, which were predicted to exhibit elevated toxicity compared to 6PPDQ and result from C-N oxidative coupling by P450s. These unveiled metabolic profiles offer valuable insights for the risk assessment of 6PPD and 6PPDQ, which may inform future studies and regulatory actions.
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  • 文章类型: Journal Article
    背景:仍然缺乏对脓毒症引起的心肌功能障碍(SIMD)的有效治疗方法,虽然SIMD的发病机制在很大程度上仍无法解释。
    方法:RNA测序结果(GSE267388和GSE79962)用于跨物种整合分析。生物信息学分析用于深入研究功能,组织和细胞特异性,和基因的相互作用。外部数据集和qRT-PCR实验用于验证。L1000FWD用于预测靶向药物,和3D结构文件用于分子对接。
    结果:基于生物信息学分析,十个差异表达的基因被选为感兴趣的基因,其中7个被证实为显著差异表达。Bucladesine被认为是SIMD的潜在靶向药物,主要通过形成氢键与七种靶蛋白结合。
    结论:有人认为Cebpd,Timp1,Pnp,Osmr,Tgm2,Cp,和Asb2是新的疾病基因,而bucladesine是一种潜在的治疗药物,SIMD。
    BACKGROUND: There is still a lack of effective treatment for sepsis-induced myocardial dysfunction (SIMD), while the pathogenesis of SIMD still remains largely unexplained.
    METHODS: RNA sequencing results (GSE267388 and GSE79962) were used for cross-species integrative analysis. Bioinformatic analyses were used to delve into function, tissue- and cell- specificity, and interactions of genes. External datasets and qRT-PCR experiments were used for validation. L1000 FWD was used to predict targeted drugs, and 3D structure files were used for molecular docking.
    RESULTS: Based on bioinformatic analyses, ten differentially expressed genes were selected as genes of interest, seven of which were verified to be significantly differential expression. Bucladesine was considered as a potential targeted drug for SIMD, which banded to seven target proteins primarily by forming hydrogen bonds.
    CONCLUSIONS: It was considered that Cebpd, Timp1, Pnp, Osmr, Tgm2, Cp, and Asb2 were novel disease genes, while bucladesine was a potential therapeutic drug, of SIMD.
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  • 文章类型: Journal Article
    遗传性视网膜疾病(IRD)影响全球约450万人。超过280个基因中的难以捉摸的致病变体与IRD的一种或多种临床形式相关。有必要通过构建调控网络来理解视网膜细胞类型与致病基因之间的复杂相互作用。在这项研究中,我们试图建立视网膜细胞协同工作的全景表达视图,以了解IRD的临床表现和致病基础。
    来自3种(人类,鼠标,和斑马鱼),包括259,087个细胞被用来进行跨物种的比较分析。生物信息学工具用于进行加权基因共表达网络分析(WGCNA),单细胞调控网络分析,细胞间通讯分析,和轨迹推断分析。
    跨物种比较揭示了单细胞分辨率下共有或物种特异性基因表达模式,比如Stathmin家族基因,在斑马鱼Müllerglias(MGs)中高度表达。确定了13个基因模块,其中9种与视网膜细胞类型有关,模块基因的基因本体论(GO)富集与细胞特异性高表达基因一致。许多IRD基因被鉴定为hub基因和细胞特异性调节子。大多数IRDs,尤其是视网膜色素变性(RP)基因,富含杆特异性调节子。整合表达和转录调控网络基因,如先天性固定夜盲症(CSNB)基因GRK1,PDE6B,和TRPM1在杆状或双极细胞(BC)中显示出细胞特异性表达和转录特征。IRD基因表现出进化保守性(GNAT2,PDE6G,和SAG)和沿物种之间光感受器(PR)轨迹的发散(GNAT2,MT-ND4和PDE6A)。特别是,Leber先天性黑蒙(LCA)基因OTX2在PR和BCs的运动轨迹开始时显示出高表达。
    我们确定了与IRD密切相关的分子途径和细胞类型,弥合基因表达之间的差距,遗传学,和发病机制。富含细胞特异性模块和调节子的IRD基因表明这些疾病具有共同的病因基础。总的来说,种间转录组数据的挖掘揭示了跨物种视网膜的保守转录组特征,并在正常视网膜解剖和视网膜病理学中具有良好的应用前景。
    UNASSIGNED: Inherited retinal diseases (IRDs) affect ∼4.5 million people worldwide. Elusive pathogenic variants in over 280 genes are associated with one or more clinical forms of IRDs. It is necessary to understand the complex interaction among retinal cell types and pathogenic genes by constructing a regulatory network. In this study, we attempt to establish a panoramic expression view of the cooperative work in retinal cells to understand the clinical manifestations and pathogenic bases underlying IRDs.
    UNASSIGNED: Single-cell RNA sequencing (scRNA-seq) data on the retinas from 35 retina samples of 3 species (human, mouse, and zebrafish) including 259,087 cells were adopted to perform a comparative analysis across species. Bioinformatic tools were used to conduct weighted gene co-expression network analysis (WGCNA), single-cell regulatory network analysis, cell-cell communication analysis, and trajectory inference analysis.
    UNASSIGNED: The cross-species comparison revealed shared or species-specific gene expression patterns at single-cell resolution, such as the stathmin family genes, which were highly expressed specifically in zebrafish Müller glias (MGs). Thirteen gene modules were identified, of which nine were associated with retinal cell types, and Gene Ontology (GO) enrichment of module genes was consistent with cell-specific highly expressed genes. Many IRD genes were identified as hub genes and cell-specific regulons. Most IRDs, especially the retinitis pigmentosa (RP) genes, were enriched in rod-specific regulons. Integrated expression and transcription regulatory network genes, such as congenital stationary night blindness (CSNB) genes GRK1, PDE6B, and TRPM1, showed cell-specific expression and transcription characteristics in either rods or bipolar cells (BCs). IRD genes showed evolutionary conservation (GNAT2, PDE6G, and SAG) and divergence (GNAT2, MT-ND4, and PDE6A) along the trajectory of photoreceptors (PRs) among species. In particular, the Leber congenital amaurosis (LCA) gene OTX2 showed high expression at the beginning of the trajectory of both PRs and BCs.
    UNASSIGNED: We identified molecular pathways and cell types closely connected with IRDs, bridging the gap between gene expression, genetics, and pathogenesis. The IRD genes enriched in cell-specific modules and regulons suggest that these diseases share common etiological bases. Overall, mining of interspecies transcriptome data reveals conserved transcriptomic features of retinas across species and promising applications in both normal retina anatomy and retina pathology.
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  • 文章类型: Journal Article
    环孢菌素A(CsA)尽管在各种器官中具有毒性,但仍显示出对免疫相关疾病的功效。包括肝脏,强调需要阐明其潜在的肝毒性机制。这项研究旨在捕获全基因组表达随时间的变化以及随后跨物种的相应途径的扰动。来自人类的六个数据,老鼠,和老鼠,包括动物肝脏组织,人类肝脏微组织,和两种暴露于CsA毒性剂量的肝细胞系,被使用。分析暴露于CsA10d的微组织,以获得动态差异表达基因(DEGs)。使用不同物种的1、3、5、7和28d的单时间点数据来提供其他证据。采用基于肝脏微组织的纵向设计,捕获了随时间持续上调或下调的DEG,并阐明了CsA毒性的众所周知的机制。在28d大鼠内部数据中,纵向数据一致变化的30个DEG也发生了变化,表达一致。一些基因(例如TUBB2A,PLIN2,APOB)在1-d和7-d小鼠数据中与鉴定的DEG表现出良好的一致性。路径分析揭示了蛋白质加工的上调,天冬酰胺N-连接糖基化,和内质网中的货物浓度。此外,阐明了与生物氧化,代谢产物和脂质代谢相关的途径的下调。这些途径也在单时间点数据中得到了丰富,并在物种之间得到了保守,暗示它们的生物学意义和普遍性。总的来说,基于人类类器官的纵向设计与跨物种验证相结合,提供了时间分子变化跟踪,帮助机械阐明和生物学相关的生物标志物发现。
    Cyclosporine A (CsA) has shown efficacy against immunity-related diseases despite its toxicity in various organs, including the liver, emphasizing the need to elucidate its underlying hepatotoxicity mechanism. This study aimed to capture the alterations in genome-wide expression over time and the subsequent perturbations of corresponding pathways across species. Six data from humans, mice, and rats, including animal liver tissue, human liver microtissues, and two liver cell lines exposed to CsA toxic dose, were used. The microtissue exposed to CsA for 10 d was analyzed to obtain dynamically differentially expressed genes (DEGs). Single-time points data at 1, 3, 5, 7, and 28 d of different species were used to provide additional evidence. Using liver microtissue-based longitudinal design, DEGs that were consistently up- or down-regulated over time were captured, and the well-known mechanism involved in CsA toxicity was elucidated. Thirty DEGs that consistently changed in longitudinal data were also altered in 28-d rat in-house data with concordant expression. Some genes (e.g. TUBB2A, PLIN2, APOB) showed good concordance with identified DEGs in 1-d and 7-d mouse data. Pathway analysis revealed up-regulations of protein processing, asparagine N-linked glycosylation, and cargo concentration in the endoplasmic reticulum. Furthermore, the down-regulations of pathways related to biological oxidations and metabolite and lipid metabolism were elucidated. These pathways were also enriched in single-time-point data and conserved across species, implying their biological significance and generalizability. Overall, the human organoids-based longitudinal design coupled with cross-species validation provides temporal molecular change tracking, aiding mechanistic elucidation and biologically relevant biomarker discovery.
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  • 文章类型: Journal Article
    总结新出现或重新出现的蝙蝠传播病毒的高影响跨物种传播的几个例子,比如苏丹病毒,尼帕病毒,和严重的急性呼吸道综合症冠状病毒2,在过去的几十年中已经发生。下一代测序的最新进展加强了对全球病毒基因进行分类的持续努力,特别是来自多种不同种类的蝙蝠。然而,这些新病毒和病毒序列的功能表征通常在评估其跨物种潜力方面受到限制。我们对成功跨物种传播的病毒与宿主之间复杂的相互作用的理解集中在进入和复制的基本机制上,以及宿主先天免疫反应的重要性。在这次审查中,我们以最近不同的蝙蝠传播病毒为例,讨论了跨物种传播的各个分子机制的各种作用。为了描绘跨物种传播的关键细胞和分子步骤,我们提出了一个整体表征的框架,以提高我们将病毒表征为良性的能力,的兴趣,或担心。
    SUMMARYSeveral examples of high-impact cross-species transmission of newly emerging or re-emerging bat-borne viruses, such as Sudan virus, Nipah virus, and severe acute respiratory syndrome coronavirus 2, have occurred in the past decades. Recent advancements in next-generation sequencing have strengthened ongoing efforts to catalog the global virome, in particular from the multitude of different bat species. However, functional characterization of these novel viruses and virus sequences is typically limited with regard to assessment of their cross-species potential. Our understanding of the intricate interplay between virus and host underlying successful cross-species transmission has focused on the basic mechanisms of entry and replication, as well as the importance of host innate immune responses. In this review, we discuss the various roles of the respective molecular mechanisms underlying cross-species transmission using different recent bat-borne viruses as examples. To delineate the crucial cellular and molecular steps underlying cross-species transmission, we propose a framework of overall characterization to improve our capacity to characterize viruses as benign, of interest, or of concern.
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  • 文章类型: Journal Article
    甲状腺激素(TH)系统的破坏与野生动物和人类的各种不良健康结果有关。开发和验证能够测量甲状腺激素(TH)系统破坏的合适的体外测定法至关重要。这些测定对于遵守3R原则也是必不可少的,旨在取代化学评估中经常使用的离体测试。我们比较了适用于高通量筛选[Luminol和AmplexUltraRed(AUR)]的两种常用测定法,以评估甲状腺过氧化物酶的抑制作用(TPO,TH合成中的关键酶)使用几种细胞系和来自不同用途类别的21种化合物。由于所研究的来自人和大鼠甲状腺的细胞系显示出低或不可检测的TPO表达,我们开发了一系列过表达人类TPO蛋白的新型细胞系。基于高且稳定的TPO基因和蛋白质表达,HEK-TPOA7模型被优先用于进一步研究。值得注意的是,即使在没有TPO表达的Nthy-ori3-1和HEK293T细胞系中,Luminol测定法也检测到显着的过氧化物酶活性和信号抑制,揭示了它缺乏特异性。相反,AUR测定对TPO活性具有特异性。然而,尽管有不同的特异性,两种检测方法都鉴定出类似的过氧化抑制剂.超过一半的测试化学品具有不同的结构和不同的使用组引起TPO抑制,包括一些广泛的环境污染物,表明环境化学物质对TH合成的潜在影响。此外,在计算机上SeqAPASS分析证实了人类TPO在哺乳动物和其他脊椎动物类别中的高度相似性,提示HEK-TPOA7模型发现对其他脊椎动物的适用性。
    Disruption of the thyroid hormone (TH) system is connected with diverse adverse health outcomes in wildlife and humans. It is crucial to develop and validate suitable in vitro assays capable of measuring the disruption of the thyroid hormone (TH) system. These assays are also essential to comply with the 3R principles, aiming to replace the ex vivo tests often utilised in the chemical assessment. We compared the two commonly used assays applicable for high throughput screening [Luminol and Amplex UltraRed (AUR)] for the assessment of inhibition of thyroid peroxidase (TPO, a crucial enzyme in TH synthesis) using several cell lines and 21 compounds from different use categories. As the investigated cell lines derived from human and rat thyroid showed low or undetectable TPO expression, we developed a series of novel cell lines overexpressing human TPO protein. The HEK-TPOA7 model was prioritised for further research based on the high and stable TPO gene and protein expression. Notably, the Luminol assay detected significant peroxidase activity and signal inhibition even in Nthy-ori 3-1 and HEK293T cell lines without TPO expression, revealing its lack of specificity. Conversely, the AUR assay was specific to TPO activity. Nevertheless, despite the different specificity, both assays identified similar peroxidation inhibitors. Over half of the tested chemicals with diverse structures and from different use groups caused TPO inhibition, including some widespread environmental contaminants suggesting a potential impact of environmental chemicals on TH synthesis. Furthermore, in silico SeqAPASS analysis confirmed the high similarity of human TPO across mammals and other vertebrate classes, suggesting the applicability of HEK-TPOA7 model findings to other vertebrates.
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  • 文章类型: Journal Article
    痛风是成人最常见的炎症性关节炎。痛风是由尿酸单钠晶体(MSU)在关节中沉积引起的关节炎疾病,这可能导致急性炎症和损伤邻近组织。高尿酸血症是MSU晶体沉积和痛风的主要危险因素。随着痛风疾病负担的增加,目前迫切需要鉴定潜在的生物标志物和新的诊断靶点.
    对于本文的分析,我们从GEO数据库下载了人类痛风数据集GSE160170和痛风小鼠模型数据集GSE190138。为了获得差异表达基因(DEGs),我们将两个数据集相交。使用cytohubba算法,我们确定了关键基因,并通过GO和KEGG对其进行了富集。三个亚组(正常对照组,间歇性痛风组和急性痛风发作组)通过系列聚类(STC)分析进行分析,筛选出关键基因,通过ROC曲线验证诊断效果。分析痛风小鼠背根神经和脊髓关键基因的表达。最后,正常对照组的临床样本,高尿酸血症组,收集间歇性痛风组和急性痛风发作组,酶联免疫吸附试验验证了关键基因在蛋白水平的表达。
    我们通过比较痛风小鼠模型数据集和人类痛风数据集之间的DEG,获得了59个共同上调和28个共同下调的基因。7个集线器DEG(IL1B,通过Cytohubba算法筛选出IL10,NLRP3,SOCS3,PTGS2)。GO和KEGG富集分析的结果表明,7个hub基因在调节炎症反应中起重要作用。免疫反应中的细胞因子产生,和TNF信号通路。通过集群系列试验筛选出最具代表性的hub基因SOCS3和PTGS2,ROC分析结果显示AUC值均高达1.000。此外,我们发现在尿酸单钠(MSU)诱导的痛风小鼠模型中,背根神经节和脊髓中PTGS2的表达显着升高。ELISA结果显示,急性痛风发作组和间歇性痛风组的SOCS3和PTGS2表达明显高于正常对照组。这种差异具有统计学意义,表明群体之间有明显的区别。
    通过跨物种综合分析和实验验证,SOCS3和PTGS2被证明是诊断痛风和预测疾病进展的新生物标志物。
    UNASSIGNED: Gout is the most common inflammatory arthritis in adults. Gout is an arthritic disease caused by the deposition of monosodium urate crystal (MSU) in the joints, which can lead to acute inflammation and damage adjacent tissue. Hyperuricemia is the main risk factor for MSU crystal deposition and gout. With the increasing burden of gout disease, the identification of potential biomarkers and novel targets for diagnosis is urgently needed.
    UNASSIGNED: For the analysis of this subject paper, we downloaded the human gout data set GSE160170 and the gout mouse model data set GSE190138 from the GEO database. To obtain the differentially expressed genes (DEGs), we intersected the two data sets. Using the cytohubba algorithm, we identified the key genes and enriched them through GO and KEGG. The gene expression trends of three subgroups (normal control group, intermittent gout group and acute gout attack group) were analyzed by Series Test of Cluster (STC) analysis, and the key genes were screened out, and the diagnostic effect was verified by ROC curve. The expression of key genes in dorsal root nerve and spinal cord of gout mice was analyzed. Finally, the clinical samples of normal control group, hyperuricemia group, intermittent gout group and acute gout attack group were collected, and the expression of key genes at protein level was verified by ELISA.
    UNASSIGNED: We obtained 59 co-upregulated and 28 co-downregulated genes by comparing the DEGs between gout mouse model data set and human gout data set. 7 hub DEGs(IL1B, IL10, NLRP3, SOCS3, PTGS2) were screened out via Cytohubba algorithm. The results of both GO and KEGG enrichment analyses indicate that 7 hub genes play a significant role in regulating the inflammatory response, cytokine production in immune response, and the TNF signaling pathway. The most representative hub genes SOCS3 and PTGS2 were screened out by Series Test of Cluster, and ROC analysis results showed the AUC values were both up to 1.000. In addition, we found that PTGS2 expression was significantly elevated in the dorsal root ganglia and spinal cord in monosodium urate(MSU)-induced gout mouse model. The ELISA results revealed that the expression of SOCS3 and PTGS2 was notably higher in the acute gout attack and intermittent gout groups compared to the normal control group. This difference was statistically significant, indicating a clear distinction between the groups.
    UNASSIGNED: Through cross-species comprehensive analysis and experimental verification, SOCS3 and PTGS2 were proved to be new biomarkers for diagnosing gout and predicting disease progression.
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  • 文章类型: Preprint
    人脑中高滴度的抗NMDAR1自身抗体会导致抗NMDAR1脑炎,一种罕见的疾病,表现出各种精神症状和神经症状。目前,免疫组织化学染色和基于细胞的测定是检测和半定量抗NMDARl自身抗体的标准方法。在一般人群的重要子集中已经报道了低滴度的血液循环抗NMDARl自身抗体。然而,这些低滴度的血液循环抗NMDAR1自身抗体的检测和定量存在问题,因为来自稀释较少的血清/血浆的非特异性高背景.有必要开发一种新的方法来量化这些低滴度的血液抗NMDAR1自身抗体,以了解它们对精神症状和认知的潜在影响。根据我们之前的一步分析,我们报道了一种新型的简单免疫测定的发展,以量化跨物种血液抗NMDAR1自身抗体,以及在人类和小鼠中通过免疫组织化学和基于细胞的测定进行验证。
    High titers of anti-NMDAR1 autoantibodies in human brain cause anti-NMDAR1 encephalitis, a rare disease that displays a variety of psychiatric symptoms and neurological symptoms. Currently, immunohistochemical staining and cell-based assays are the standard methods for detection and semi-quantification of the anti-NMDAR1 autoantibodies. Low titers of blood circulating anti-NMDAR1 autoantibodies have been reported in a significant subset of the general human population. However, detection and quantification of these low titers of blood circulating anti-NMDAR1 autoantibodies are problematic because of high non-specific background from less diluted serum/plasma. Development of a new method to quantify these low titers of blood anti-NMDAR1 autoantibodies is necessary to understand their potential impacts on psychiatric symptoms and cognition. Based on our previous One-Step assay, we report the development of a novel simple immunoassay to quantify cross-species blood anti-NMDAR1 autoantibodies, and its validation with immunohistochemistry and cell-based assays in both humans and mice.
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  • 文章类型: Journal Article
    对于犬细小病毒2型(CPV-2),一种能够在动物中跨物种传播的人畜共患病毒,衣壳蛋白VP2的氨基酸变化是与其他物种转铁蛋白受体(TfR)结合时的关键因素。CPV-2变体可以从猫科动物和犬科动物传播,例如,食肉,偶蹄,和Pholidota物种,和CPV-2c变体对于从食肉动物传播到偶蹄动物和Pholidota物种至关重要。在我们的研究中,CPV-2a变体保持相对稳定的趋势,从1980年到2021年,CPV-2c的比例逐渐上升。VP2氨基酸序列分析表明,5个氨基酸在426E/D发生突变,305H/D,和297S可能是病毒结合不同宿主受体所必需的。同时,受体结合环区和氨基酸位点87L,93N,232I,305Y与CPV-2跨物种传播有关。感染CPV-2的不同宿主中TfRs的同源性为77.2%~99%,从猪到猫,犬,人类占80.7%,80.4%,77.2%,分别。在这些宿主中参与病毒结合的TfRs的氨基酸残基是高度保守的,这表明CPV-2可能能够在猪到人之间传播。我们对起源的分析,进化趋势,跨物种传播动力学,CPV-2与宿主受体结合时的遗传特性为进一步研究CPV-2的跨物种传播机制以及建立CPV-2可能威胁动物-人类公共安全的预警和监测机制提供了理论依据。
    For canine parvovirus -2 (CPV-2), a zoonotic virus capable of cross-species transmission in animals, the amino acid changes of capsid protein VP2 are key factors when binding to other species\' transferrin receptors (TfR). CPV-2 variants can spread from felines and canines, for example, to Carnivora, Artiodactyla, and Pholidota species, and CPV-2c variants are essential to spread from Carnivora to Artiodactyla and Pholidota species in particular. In our study, a CPV-2a variant maintained a relatively stable trend, and the proportion of CPV-2c gradually rose from 1980 to 2021. The VP2 amino acid sequence analysis showed that five amino acid mutations at 426E/D, 305H/D, and 297S may be necessary for the virus to bind to different host receptors. Meanwhile, receptor-binding loop regions and amino acid sites 87 L, 93 N, 232I, and 305Y were associated with CPV-2 cross-species transmission. The homology of TfRs in different hosts infected with CPV-2 ranged from 77.2 % to 99.0 %, and from pig to feline, canine, and humans was 80.7 %, 80.4 %, and 77.2 %, respectively. The amino acid residues of TfRs involved in the viral binding in those hosts are highly conserved, which suggests that CPV-2 may be capable of pig-to-human transmission. Our analysis of the origin, evolutionary trend, cross-species transmission dynamics, and genetic characteristics of CPV-2 when binding to host receptors provides a theoretical basis for further research on CPV-2\'s mechanism of cross-species transmission and for establishing an early warning and monitoring mechanism for the possible threat of CPV-2 to animal-human public security.
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  • 文章类型: Journal Article
    识别同时调节重要农艺性状的多表型基因(例如,植物高度,产量,和抗病性)对于开发新型优质作物品种至关重要。预测基因和性状之间的关联需要对多维科学数据进行组织和分析。现有的建立基因组数据和表型数据之间关系的方法只能阐明基因和个体性状之间的关联。然而,检测精英多表型基因的方法相对较少。在这项研究中,通过从PubMed数据库和与主要粮食作物水稻相关的其他八个数据库中收集数据,构建了性状调节基因的知识图,玉米,和小麦以及模式植物拟南芥。在知识图谱的基础上,通过结合基因节点的数据属性和基因节点的拓扑关系属性,构建了一个预测性状调节基因的模型。此外,开发了一种预测调节特定性状的基因的评分方法,以筛选优良的多表型基因。知识图谱中总共包含了125,591个节点和547,224个语义关系。基于知识图谱的模型预测性状调控基因的准确率为0.89,准确率为0.91,召回率为0.96,F1值为0.94。此外,确定了31个性状组合的4,447个多表型基因,其中水稻多表型基因IPA1和拟南芥多表型基因CUC2通过文献检索得到验证。此外,小麦基因TraesCS5A02G275900被揭示为潜在的多表型基因,需要进一步表征。同时,多表型基因数据集(由我们的模型预测的基因组成)和转录组基因数据集(由对疾病有差异表达的基因组成,干旱或盐)显示在拟南芥和水稻的转录组数据集中鉴定了大约70%和54%的多表型基因,分别。由知识图驱动的模型在预测性状调节基因中的应用代表了一种检测精英多表型基因的新方法。
    Identifying polyphenotype genes that simultaneously regulate important agronomic traits (e.g., plant height, yield, and disease resistance) is critical for developing novel high-quality crop varieties. Predicting the associations between genes and traits requires the organization and analysis of multi-dimensional scientific data. The existing methods for establishing the relationships between genomic data and phenotypic data can only elucidate the associations between genes and individual traits. However, there are relatively few methods for detecting elite polyphenotype genes. In this study, a knowledge graph for traits regulating-genes was constructed by collecting data from the PubMed database and eight other databases related to the staple food crops rice, maize, and wheat as well as the model plant Arabidopsis thaliana. On the basis of the knowledge graph, a model for predicting traits regulating-genes was constructed by combining the data attributes of the gene nodes and the topological relationship attributes of the gene nodes. Additionally, a scoring method for predicting the genes regulating specific traits was developed to screen for elite polyphenotype genes. A total of 125,591 nodes and 547,224 semantic relationships were included in the knowledge graph. The accuracy of the knowledge graph-based model for predicting traits regulating-genes was 0.89, the precision rate was 0.91, the recall rate was 0.96, and the F1 value was 0.94. Moreover, 4,447 polyphenotype genes for 31 trait combinations were identified, among which the rice polyphenotype gene IPA1 and the A. thaliana polyphenotype gene CUC2 were verified via a literature search. Furthermore, the wheat gene TraesCS5A02G275900 was revealed as a potential polyphenotype gene that will need to be further characterized. Meanwhile, the result of venn diagram analysis between the polyphenotype gene datasets (consists of genes that are predicted by our model) and the transcriptome gene datasets (consists of genes that were differential expression in response to disease, drought or salt) showed approximately 70% and 54% polyphenotype genes were identified in the transcriptome datasets of Arabidopsis and rice, respectively. The application of the model driven by knowledge graph for predicting traits regulating-genes represents a novel method for detecting elite polyphenotype genes.
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