Sequence analysis

序列分析
  • 文章类型: Journal Article
    目的:犬细小病毒肠炎(CPE)是由犬细小病毒2(CPV-2)引起的犬传染性病毒性疾病,具有较高的发病率和死亡率。CPV-2具有较高的全球进化速率。CPV-2的分子特征和了解其流行病学对于控制CPV-2感染至关重要。
    目的:本研究检测了CPV-2感染犬的危险因素和生存结果。进行了在埃及循环的CPV-2基因型的分子表征,以确定CPV-2在全国和全球的进化。
    方法:对47只对照犬和47只CPV感染犬进行了年龄匹配的病例对照研究。条件logistic回归分析了狗的潜在危险因素与CPE之间的关系。进行生存分析以确定感染的狗的生存模式。收集来自感染犬的13份粪便样本,通过CPV-2VP2基因测序确认CPV基因型,核苷酸序列的组装,和系统发育分析。
    结果:未接种疫苗和漫游犬的CPV感染风险比接种疫苗和非漫游犬高8倍和2.3倍。分别。在没有常规去兽医诊所的狗和非漫游犬中,CPE死亡的风险很高。CPV-2的分子表征证实了其基因型同一性以及与CPV-2c和b进化枝类型的关系。
    结论:这项研究强调了CPE控制的潜在因素,特别是接种疫苗和防止狗在房子外面自由漫游。分离的CPV基因型与南亚基因型密切相关,为全球传播提供了巨大的机会。
    OBJECTIVE: Canine parvovirus enteritis (CPE) is a contagious viral disease of dogs caused by the canine parvovirus-2 (CPV-2) associated with high morbidity and mortality rates. CPV-2 has a high global evolutionary rate. Molecular characterization of CPV-2 and understanding its epidemiology are essential for controlling CPV-2 infections.
    OBJECTIVE: This study examined the risk factors and survival outcomes of dogs infected with CPV-2. Molecular characterization of CPV-2 genotypes circulating in Egypt was performed to determine the evolution of CPV-2 nationally and globally.
    METHODS: An age-matched case-control study was conducted on 47 control and 47 CPV-infected dogs. Conditional logistic regression analysis examined the association between the potential risk factors and CPE in dogs. Survival analysis was performed to determine the survival pattern of the infected dogs. Thirteen fecal samples from infected dogs were collected to confirm the CPV genotype by CPV-2 VP2 gene sequencing, assembly of nucleotide sequences, and phylogenic analysis.
    RESULTS: Unvaccinated and roamer dogs had eight and 2.3 times higher risks of CPV infection than vaccinated dogs and non-roamer dogs, respectively. The risk of death from CPE was high among dogs without routine visits to veterinary clinics and among non-roamer dogs. Molecular characterization of CPV-2 confirmed its genotype identity and relationship with the CPV-2 c and b clade types.
    CONCLUSIONS: This study highlights the potential factors for CPE control, especially vaccination and preventing dogs from roaming freely outside houses. Isolated CPV genotypes are closely related to southern Asian genotypes, suggesting a substantial opportunity for global transmission.
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  • 文章类型: Journal Article
    迄今为止,据报道,环孢菌属有20多种。其中,cayetanensiscyclosporacayetanensis已被认为是人类环孢菌素病的病原体,其特征是严重的肠道损伤和长期腹泻患者的免疫功能障碍。已经证实了牛中存在C.cayetanensis。迄今为止,然而,没有关于环孢菌的发生和患病率的监测数据.在山西省的牛,华北。在本研究中,从三个代表性县的牛身上采集的粪便样本共761份(齐,冀山,和山阴)在该省进行了环孢菌属的检查。通过使用基于核小亚基核糖体RNA(SSUrRNA)基因的聚合酶链反应限制性片段长度多态性(PCR-RFLP)测试。环孢菌属的患病率。在牛中占2.1%,和区域,年龄,性别,和品种未被确定为危险因素。基于SSUrRNA序列的分子进化分析显示,所有12个分离株都与人类病原体C.cayetanensis相对较远;七个分离株与Cyclosporacolobi分组,而其他人则与牛环孢菌属属属。以前报道过。虽然在本研究中没有在牛中检测到cayetanensis,应该在人群中进行更多的调查,其他动物种类,或从“一个健康”的角度来看,来自山西省其他地区的牛和其他环境来源。
    To date, more than 20 species in the genus Cyclospora have been reported. Among them, Cyclospora cayetanensis has been recognized as the causative agent of human cyclosporiasis, which is characterized by severe intestinal injury and prolonged diarrhea in patients with immune dysfunction. The presence of C. cayetanensis in cattle has been confirmed. To date, however, no surveillance data are available on the occurrence and prevalence of Cyclospora spp. in cattle in Shanxi Province, North China. In the present study, a total of 761 fecal samples collected from cattle in three representative counties (Qi, Jishan, and Shanyin) in this Province were examined for Cyclospora spp. by using a polymerase-chain-reaction-restriction-fragment-length polymorphism (PCR-RFLP) test based on the nuclear small subunit ribosomal RNA (SSU rRNA) gene. The prevalence of Cyclospora spp. in cattle was 2.1%, and region, age, sex, and breed were not identified to be risk factors. Molecular evolutionary analysis based on the SSU rRNA sequences revealed that all 12 of the isolates were relatively distant from the human pathogen C. cayetanensis; seven isolates were grouped with Cyclospora colobi, whereas the others were grouped with cattle Cyclospora spp. reported previously. Though C. cayetanensis was not detected in cattle in the present study, more investigations should be performed in human populations, other animal species, or cattle from other regions of Shanxi Province and other environmental sources from the One Health perspective.
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  • 文章类型: Journal Article
    蛋白质-蛋白质相互作用(PPI)网络的从头计算重建将为细胞系统提供宝贵的见解,能够发现新的分子相互作用,并阐明生物体内和生物体之间的生物学机制。利用最新一代的蛋白质语言模型和递归神经网络,我们提出了SENSE-PPI,基于序列的深度学习模型,可有效地从头算重建PPI,在数万种蛋白质中区分伴侣,并识别功能相似蛋白质中的特定相互作用。SENSE-PPI表现出高精度,有限的培训要求,以及跨物种预测的多功能性,即使是非模式生物和人类病毒相互作用。对于系统发育上更远的模型和非模型生物,其性能会降低,但是信号改变非常缓慢。在这方面,它证明了参数在蛋白质语言模型中的重要作用。SENSE-PPI非常快,可以在几个小时内测试10,000种蛋白质。能够重建全基因组的蛋白质组。
    Ab initio computational reconstructions of protein-protein interaction (PPI) networks will provide invaluable insights into cellular systems, enabling the discovery of novel molecular interactions and elucidating biological mechanisms within and between organisms. Leveraging the latest generation protein language models and recurrent neural networks, we present SENSE-PPI, a sequence-based deep learning model that efficiently reconstructs ab initio PPIs, distinguishing partners among tens of thousands of proteins and identifying specific interactions within functionally similar proteins. SENSE-PPI demonstrates high accuracy, limited training requirements, and versatility in cross-species predictions, even with non-model organisms and human-virus interactions. Its performance decreases for phylogenetically more distant model and non-model organisms, but signal alteration is very slow. In this regard, it demonstrates the important role of parameters in protein language models. SENSE-PPI is very fast and can test 10,000 proteins against themselves in a matter of hours, enabling the reconstruction of genome-wide proteomes.
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  • 文章类型: Journal Article
    从复杂的宏基因组样本构建宏基因组组装基因组(MAG)涉及一系列生物信息学操作,每个人都需要深厚的生物信息学知识。这里,我们提出了构建MAG并进行功能分析以解决生物学问题的方案.我们描述了系统配置的步骤,数据下载,读取处理,去除人类DNA污染,宏基因组组装,和最终装配的统计质量评估。此外,我们详细介绍了MAG的构建和细化程序,以及MAG的功能分析。
    Constructing metagenome-assembled genomes (MAGs) from complex metagenomic samples involves a series of bioinformatics operations, each requiring deep bioinformatics knowledge. Here, we present a protocol for constructing MAGs and conducting functional profiling to address biological questions. We describe steps for system configuration, data downloads, read processing, removal of human DNA contamination, metagenomic assembly, and statistical quality assessment of the final assembly. Additionally, we detail procedures for the construction and refinement of MAGs, as well as the functional profiling of MAGs.
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  • 文章类型: Journal Article
    该研究的目的是评估五种常用甜味剂(葡萄糖,菊粉,异麦芽酮糖,塔格糖,海藻糖)含有口腔微生物组上的漱口水。
    单中心,双盲,平行随机临床试验与健康,18-55岁的志愿者(N=65),他每天用10%的一种甜味剂溶液冲洗三次,持续两周。通过V4高变区(IlluminaMiSeq)的16SRNA基因扩增子测序分析了牙龈上牙菌斑和舌背涂层的微生物组成。作为次要结果,测量牙菌斑红色荧光和唾液pH。
    两组的牙菌斑菌群发生了显着变化:菊粉(F=2.0239,p=0.0006PERMANOVA,Aitchison距离)和异麦芽酮糖(F=0.67,p=0.0305)。对于舌头微生物群,异麦芽酮糖(F=0.8382,p=0.0452)和海藻糖(F=1.0119,p=0.0098)均有显著变化。在牌匾上,菊粉组有13种显著变化,而舌苔,海藻糖组改变了三个物种(ALDEx2,p<0.1)。次要结果没有观察到显著变化。
    对口腔微生物群的影响是甜味剂依赖性的,对斑块微生物群的影响最显著。菊粉在所测试的甜味剂中表现出最强的微生物调节潜力。需要进一步的全面临床研究。
    UNASSIGNED: The aim of the study was to evaluate the modulating effects of five commonly used sweetener (glucose, inulin, isomaltulose, tagatose, trehalose) containing mouth rinses on the oral microbiome.
    UNASSIGNED: A single-centre, double-blind, parallel randomized clinical trial was performed with healthy, 18-55-year-old volunteers (N = 65), who rinsed thrice-daily for two weeks with a 10% solution of one of the allocated sweeteners. Microbiota composition of supragingival dental plaque and the tongue dorsum coating was analysed by 16S RNA gene amplicon sequencing of the V4 hypervariable region (Illumina MiSeq). As secondary outcomes, dental plaque red fluorescence and salivary pH were measured.
    UNASSIGNED: Dental plaque microbiota changed significantly for two groups: inulin (F = 2.0239, p = 0.0006 PERMANOVA, Aitchison distance) and isomaltulose (F = 0.67, p = 0.0305). For the tongue microbiota, significant changes were observed for isomaltulose (F = 0.8382, p = 0.0452) and trehalose (F = 1.0119, p = 0.0098). In plaque, 13 species changed significantly for the inulin group, while for tongue coating, three species changed for the trehalose group (ALDEx2, p < 0.1). No significant changes were observed for the secondary outcomes.
    UNASSIGNED: The effects on the oral microbiota were sweetener dependant with the most pronounced effect on plaque microbiota. Inulin exhibited the strongest microbial modulating potential of the sweeteners tested. Further full-scale clinical studies are required.
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  • 文章类型: Journal Article
    传染性支气管炎病毒(IBV)由禽冠状病毒引起,对家禽业构成全球经济威胁。2023年,高致病性IBV株,从广东接种IBV-M41的鸡中分离鉴定出IBV/CN/GD20230501,中国。本研究全面调查了分离的IBV菌株的生物学特性,包括它的基因型,全基因组序列分析其S1基因,致病性,宿主免疫反应,和血清非靶向代谢组学。通过对S1基因序列的分析,血清中和试验,和比较基因组学,已证明IBV/CN/GD20230501属于GI-I型菌株并且是血清型II。分离菌株的S1亚基中的一个丙氨酸残基突变为丝氨酸,在ORF1ab基因和基因组末端区域观察到一些突变。使用EID50和TCID50计算的动物攻击实验表明,IBV/CN/GD20230501具有很强的呼吸道致病性,病毒的早期和长期脱落以及病毒的快速传播。抗体检测表明,感染IBV/CN/GD20230501的鸡表现出早期先天性免疫基因的延迟表达,而感染M41的患者表现出快速的基因诱导和有效的病毒控制。代谢组学分析表明,这种病毒感染导致鸡血清中291个离子的差异表达,主要影响柠檬酸循环(三羧酸循环)。重要意义本研究鉴定了从免疫群体中的接种鸡分离的传染性支气管炎病毒(IBV)株,其与IBV-M41相比具有某些序列差异,导致显著增强的致病性和宿主防御。该菌株有潜力取代M41作为更适合药物研究的挑战模型。强调柠檬酸循环的非靶向代谢组学分析为研究这种高毒力菌株提供了新的途径。
    Infectious bronchitis virus (IBV) is caused by avian coronavirus and poses a global economic threat to the poultry industry. In 2023, a highly pathogenic IBV strain, IBV/CN/GD20230501, was isolated and identified from chickens vaccinated with IBV-M41 in Guangdong, China. This study comprehensively investigated the biological characteristics of the isolated IBV strain, including its genotype, whole genome sequence analysis of its S1 gene, pathogenicity, host immune response, and serum non-targeted metabolomics. Through the analysis of the S1 gene sequence, serum neutralization tests, and comparative genomics, it was proven that IBV/CN/GD20230501 belongs to the GI-I type of strain and is serotype II. One alanine residue in the S1 subunit of the isolated strain was mutated into serine, and some mutations were observed in the ORF1ab gene and the terminal region of the genome. Animal challenge experiments using the EID50 and TCID50 calculations showed that IBV/CN/GD20230501 possesses strong respiratory pathogenicity, with early and long-term shedding of viruses and rapid viral spread. Antibody detection indicated that chickens infected with IBV/CN/GD20230501 exhibited delayed expression of early innate immune genes, while those infected with M41 showed rapid gene induction and effective viral control. Metabolomics analysis demonstrated that this virus infection led to differential expression of 291 ions in chicken serum, mainly affecting the citric acid cycle (tricarboxylic acid cycle).IMPORTANCEThis study identified an infectious bronchitis virus (IBV) strain isolated from vaccinated chickens in an immunized population that had certain sequence differences compared to IBV-M41, resulting in significantly enhanced pathogenicity and host defense. This strain has the potential to replace M41 as a more suitable challenge model for drug research. The non-targeted metabolomics analysis highlighting the citric acid cycle provides a new avenue for studying this highly virulent strain.
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  • 文章类型: Journal Article
    正向遗传筛选已成为发现秀丽隐杆线虫各种生物过程中涉及的基因的有力工具。这里,我们提出了一种正向遗传筛选方案,以确定在C.elegan的生物学过程中涉及的新因素。我们描述了诱变的步骤,筛选,和反向穿越。为了节省时间和精力,我们还详细介绍了利用全基因组测序从杂交中排除先前表征基因的突变体以定位突变的程序.有关此协议的使用和执行的完整详细信息,PleaserefertoYoshidaetal.1.
    Forward genetic screens have been a powerful tool for discovering genes involved in various biological processes in Caenorhabditis elegans. Here, we present a protocol for forward genetic screening to identify novel factors involved in a biological process in C. elegans. We describe steps for mutagenesis, screening, and backcrossing. To save time and effort, we also detail procedures for utilizing whole-genome sequencing to exclude mutants of previously characterized genes from crosses for mapping mutations. For complete details on the use and execution of this protocol, please refer to Yoshida et al.1.
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  • 文章类型: Journal Article
    基因组学和蛋白质组学的快速发展是由先进的测序技术的出现推动的,大,多样化,和现成的组学数据集,以及计算数据处理能力的演变。这些进步产生的大量数据需要高效的算法来提取有意义的信息。K-mers在处理大型测序数据集时是一个有价值的工具,在计算速度和内存效率方面具有多个优势,并具有内在生物功能的潜力。这篇综述概述了这些方法,应用程序,以及k-mers在基因组和蛋白质组数据分析中的意义,以及缺失序列的效用,包括无效体和无效肽,在疾病检测中,疫苗开发,治疗学,和法医学。因此,这篇综述强调了k-mers在解决当前基因组和蛋白质组学问题中的关键作用,并强调了它们在未来研究中取得突破的潜力.
    The rapid progression of genomics and proteomics has been driven by the advent of advanced sequencing technologies, large, diverse, and readily available omics datasets, and the evolution of computational data processing capabilities. The vast amount of data generated by these advancements necessitates efficient algorithms to extract meaningful information. K-mers serve as a valuable tool when working with large sequencing datasets, offering several advantages in computational speed and memory efficiency and carrying the potential for intrinsic biological functionality. This review provides an overview of the methods, applications, and significance of k-mers in genomic and proteomic data analyses, as well as the utility of absent sequences, including nullomers and nullpeptides, in disease detection, vaccine development, therapeutics, and forensic science. Therefore, the review highlights the pivotal role of k-mers in addressing current genomic and proteomic problems and underscores their potential for future breakthroughs in research.
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  • 文章类型: Journal Article
    迄今为止,孟德尔疾病变异的临床基因检测主要集中在外显子编码和内含子基因区域.这项多步骤研究旨在为选择和应用用于5个顺式调控区变异的临床分类的计算方法提供证据基础。在人群对照中,临床报告的致病5'顺式调控区变异和来自匹配基因组区域的变异的数据集被用来校准六个生物信息学工具作为变异致病性的预测因子。根据ClinGen建议应用美国医学遗传学和基因组学学院和分子病理学协会(ACMG/AMP)分类方案,将似然比估计值与代码权重对齐。考虑到所有参考数据集变体的代码分配,CADD(81.2%)和REMM(81.5%)的性能最好。优化的阈值为致病性提供了适度的证据(CADD,REMM)和针对致病性的中度(CADD)或支持(REMM)证据。当基于EPDnew定义的启动子区域中的位置对变体进行进一步分类时,预测的灵敏度和特异性都得到改善。结合预测(CADD,REMM,和启动子区域中的位置)以灵敏度为代价增加了特异性。重要的是,分配ACMG/AMP编码PP3(≥10)和BP4(≤8)的最佳CADD阈值与蛋白质编码变异体的建议(PP3≥25.3;BP4≤22.7)有很大不同;CADD<22.7会错误地将>90%的报告的致病顺式调控区变异体分配给BP4.我们的结果表明,有必要考虑分层方法和量身定制的评分阈值,以优化5个顺式调控区变异的临床分类的生物信息学影响预测。
    To date, clinical genetic testing for Mendelian disease variants has focused heavily on exonic coding and intronic gene regions. This multi-step study was undertaken to provide an evidence base for selecting and applying computational approaches for use in clinical classification of 5\' cis-regulatory region variants. Curated datasets of clinically reported disease-causing 5\' cis-regulatory region variants and variants from matched genomic regions in population controls were used to calibrate six bioinformatic tools as predictors of variant pathogenicity. Likelihood ratio estimates were aligned to code weights following ClinGen recommendations for application of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology (ACMG/AMP) classification scheme. Considering code assignment across all reference dataset variants, performance was best for CADD (81.2%) and REMM (81.5%). Optimized thresholds provided moderate evidence toward pathogenicity (CADD, REMM) and moderate (CADD) or supporting (REMM) evidence against pathogenicity. Both sensitivity and specificity of prediction were improved when further categorizing variants based on location in an EPDnew-defined promoter region. Combining predictions (CADD, REMM, and location in a promoter region) increased specificity at the expense of sensitivity. Importantly, the optimal CADD thresholds for assigning ACMG/AMP codes PP3 (≥10) and BP4 (≤8) were vastly different from recommendations for protein-coding variants (PP3 ≥25.3; BP4 ≤22.7); CADD <22.7 would incorrectly assign BP4 for >90% of reported disease-causing cis-regulatory region variants. Our results demonstrate the need to consider a tiered approach and tailored score thresholds to optimize bioinformatic impact prediction for clinical classification of 5\' cis-regulatory region variants.
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  • 文章类型: Journal Article
    已经在猪中发现了几种毛滴虫,它们的致病潜力可能不排除。迄今为止,然而,没有关于山西省猪滴虫流行的信息,华北。在本研究中,从三个代表性县的猪身上采集的粪便样本共362份(齐,冀山,和山阴)在这个省进行了四叶虫的检查,Tritrichomonas胎儿,和人五虫使用巢式聚合酶链反应(PCR),引物靶向小亚基核糖体RNA(SSUrRNA)基因。T.buttreyi的总体患病率为49.72%,发现地区和年龄与T.buttreyi感染显着相关,分别。只有一个来自祁县的猪粪便样本被发现对T.foterus呈阳性,所有样本均为人假单胞菌阴性。分子进化分析显示,一些T.buttreyi分离株显示出与先前报道的完全遗传同一性,与以前报道的相比,一些T.buttreyi分离株和一个T.foterus分离株显示出微小的等位基因变异。这是山西省猪中T.foteri和T.buttreyi的分子流行病学报告,华北。这些发现不仅丰富了有关这些滴虫在中国猪中分布的知识,而且为规划未来的研究和控制策略提供了基线信息。
    Several trichomonad species have already been identified in pigs, and their pathogenic potential may not be ruled out. To date, however, no information is available regarding the prevalence of trichomonads in pigs in Shanxi Province, North China. In the present study, a total of 362 fecal samples collected from pigs in three representative counties (Qi, Jishan, and Shanyin) in this province were examined for Tetratrichomonas buttreyi, Tritrichomonas foetus, and Pentatrichomonas hominis using a nested polymerase chain reaction (PCR) with primers targeting the small subunit ribosomal RNA (SSU rRNA) gene. The overall prevalence of T. buttreyi was 49.72%, and region and age were found to be significantly associated with T. buttreyi infection, respectively. Only one pig fecal sample from Qi County was found to be positive for T. foetus, and all samples were negative for P. hominis. Molecular evolutionary analysis revealed that some T. buttreyi isolates showed complete genetic identity with those reported previously, and some T. buttreyi isolates and one T. foetus isolate showed minor allelic variations compared with those reported previously. This is the report of the molecular epidemiology of T. foetus and T. buttreyi in pigs in Shanxi Province, North China. These findings not only enrich the knowledge on the distribution of these trichomonad species in pigs in China but also provide baseline information for planning future research and control strategies.
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