genome analysis

基因组分析
  • 文章类型: Journal Article
    精确定义和映射所有胞嘧啶(C)位置及其簇,被称为CpG岛(CGI),以及它们的甲基化状态,是全基因组表观遗传研究的关键,特别是当以人口为中心的参考基因组准备好及时应用时。这里,我们首先对齐两个高质量的参考基因组,来自不同种族背景的T2T-YAO和T2T-CHM13,以逐个碱基的方式计算它们的全基因组密度定义和位置定义的CGI。第二,通过将来自选定器官的一些代表性全基因组甲基化数据映射到两个基因组上,我们发现,根据质量截止值,可变类别的序列差异约为4.7%-5.8%。不同序列中的基因大多与神经功能相关。此外,与发散序列相关的CGI在两个基因组之间的CpG密度和观察到的CpG/预期CpG(0/E)比率方面显著不同。最后,我们发现,当来自欧洲和美国人群的全基因组亚硫酸氢盐测序(WGBS)数据映射到每个参考时,T2T-YAO基因组不仅比T2T-CHM13基因组具有更大的CpG覆盖率,但与T2T-CHM13基因组相比,也显示出更多的超甲基化CpG位点。我们的研究表明,未来中国人群的全基因组表观遗传研究依赖于高质量甲基化数据的获取和随后基于中国T2T参考的精确CGI图谱。
    Precisely defining and mapping all cytosine (C) positions and their clusters, known as CpG islands (CGIs), as well as their methylation status, are pivotal for genome-wide epigenetic studies, especially when population-centric reference genomes are ready for timely application. Here, we first align the two high-quality reference genomes, T2T-YAO and T2T-CHM13, from different ethnic backgrounds in a base-by-base fashion and compute their genome-wide density-defined and position-defined CGIs. Second, by mapping some representative genome-wide methylation data from selected organs onto the two genomes, we find that there are about 4.7%-5.8% sequence divergency of variable categories depending on quality cutoffs. Genes among the divergent sequences are mostly associated with neurological functions. Moreover, CGIs associated with the divergent sequences are significantly different with respect to CpG density and observed CpG/expected CpG (O/E) ratio between the two genomes. Finally, we find that the T2T-YAO genome not only has a greater CpG coverage than that of the T2T-CHM13 genome when whole-genome bisulfite sequencing (WGBS) data from the European and American populations are mapped to each reference, but also shows more hyper-methylated CpG sites as compared to the T2T-CHM13 genome. Our study suggests that future genome-wide epigenetic studies of the Chinese populations rely on both acquisition of high-quality methylation data and subsequent precision CGI mapping based on the Chinese T2T reference.
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  • 文章类型: Journal Article
    产气克雷伯菌是一种研究不足的临床重要病原体。因此,我们通过与元数据对齐的基因组分析来研究其种群结构。我们对130个非重复的产气克雷伯菌临床分离株进行了测序,并鉴定了两个患者间传播事件。然后,我们检索所有公开可用的K.aerogenes基因组(n=1,026,2023年1月1日访问),并用我们的130个基因组进行分析。我们开发了一种核心基因组多位点序列分型方案。我们发现K.aerogenes是一个物种复合体,包括四个经历进化分歧的系统群,可能形成三个物种。我们描绘了显着的克隆多样性,并确定了三个全球分布的碳青霉烯酶编码克隆簇,代表高风险血统。我们发现K.aerogenes具有开放的基因组,并配备了大量的抗微生物抗性基因。我们确定了两个特定于K.aerogenes的遗传区域,编码VI型分泌系统和鞭毛/趋化运动,分别,两者都有助于毒力。这些结果为K.aerogenes的种群结构和泛基因组提供了急需的见解。
    Klebsiella aerogenes is an understudied and clinically important pathogen. We therefore investigate its population structure by genome analysis aligned with metadata. We sequence 130 non-duplicated K. aerogenes clinical isolates and identify two inter-patient transmission events. We then retrieve all publicly available K. aerogenes genomes (n = 1,026, accessed by January 1, 2023) and analyze them with our 130 genomes. We develop a core-genome multi-locus sequence-typing scheme. We find that K. aerogenes is a species complex comprising four phylogroups undergoing evolutionary divergence, likely forming three species. We delineate remarkable clonal diversity and identify three worldwide-distributed carbapenemase-encoding clonal clusters, representing high-risk lineages. We uncover that K. aerogenes has an open genome equipped by a large arsenal of antimicrobial resistance genes. We identify two genetic regions specific for K. aerogenes, encoding a type VI secretion system and flagella/chemotaxis for motility, respectively, both contributing to the virulence. These results provide much-needed insights into the population structure and pan-genomes of K. aerogenes.
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  • 文章类型: Journal Article
    鸭A型肝炎病毒3型(DHAV-3)是一种传染性病毒,对鸭是高度致命的,并在世界范围内的养鸭业造成重大的经济损失。需要生物安全和疫苗接种来控制病原体。在本研究中,我们减毒了低致病性DHAV-3临床分离株,命名为HB,通过在鸭胚胎中连续传代,随后在无特定病原体(SPF)鸡胚胎中进行了几次适应性增殖。通过感染3天大的小鸭来评估DHAV-3在不同传代的毒力。我们发现,从第55代开始,HB菌株对鸭失去了致病性。第80传代菌株(HB80),在鸭胚胎中实现了良好的生长能力,病毒滴度为每毫升108.1750%卵致死剂量(ELD50/mL),被选为减毒活疫苗候选物。HB80菌株在3天大的鸭中没有引起临床症状或病理损害,并且在5轮体内回传后没有显示出毒力逆转。通过皮下接种颈部确定HB80的最小有效剂量为104.5ELD50。重要的是,单剂量的HB80引发良好的免疫反应,并提供完全的保护免受致命的DHAV-3菌株的攻击。与亲本HB株的基因组序列比拟,HB80有7个氨基酸取代,其中两个位于VP1的高变区和聚合酶编码3D区,这可能在毒力减弱中起作用。我们的数据表明,减毒HB80菌株是在中国预防DHAV-3感染的有希望的候选疫苗。HB80已被中国农业和农村部(MARA)注册为新兽药注册证书,是我国首个正式获得许可的DHAV-3减毒活疫苗株。
    Duck hepatitis A virus type 3 (DHAV-3) is an infectious virus that is highly fatal to ducklings and causes significant economic losses in the duck industry worldwide. Biosecurity and vaccination are required to control the pathogen. In the present study, we attenuated a lowly pathogenic DHAV-3 clinical isolate, named as HB, by serial passaging in duck embryos, and followed by several adaptive proliferations in specific-pathogen-free (SPF) chicken embryos. The virulence of DHAV-3 at different passages was assessed by infecting 3-day-old ducklings. We found that the HB strain lost pathogenicity to ducklings from the 55th passage onwards. The 80th passage strain (HB80), which achieved good growth capacity in duck embryos with a viral titer of 108.17 50% egg lethal dose per milliliter (ELD50/mL), was selected as a live attenuated vaccine candidate. The HB80 strain did not induce clinical symptoms or pathological lesions in 3-day-old ducklings and showed no virulence reversion after 5 rounds of in vivo back-passage. The minimum effective dose of HB80 was determined to be 104.5 ELD50 by hypodermic inoculation of the neck. Importantly, a single dose of HB80 elicited good immune responses and provided complete protection against challenge with the lethal DHAV-3 strain. Compared with the genomic sequence of the parental HB strain, HB80 had 7 amino acid substitutions, two of them are in the hypervariable region of the VP1 and polymerase-encoding 3D regions, which may play a role in virulence attenuation. Our data suggest that the attenuated HB80 strain is a promising vaccine candidate for the prevention of DHAV-3 infections in China. HB80 has been registered as a New Veterinary Drug Registration Certificate by the Chinese Ministry of Agriculture and Rural Affairs (MARA), and is the first live attenuated DHAV-3 vaccine strain to be officially licensed in China.
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  • 文章类型: Journal Article
    沙门氏菌,一种突出的食源性病原体,对食品安全和全球公共卫生的发展提出了持久的挑战。对抗生素滥用的担忧不断升级,导致动物源性食品中药物残留过多,迫切需要探索沙门氏菌控制的替代策略。噬菌体作为抗致病菌的有前途的绿色生物防治剂出现。本研究描述了两种新型强毒性沙门氏菌噬菌体的鉴定,即噬菌体vB_SalS_ABTNLsp11241(称为sp11241)和噬菌体8-19(称为8-19)。两种噬菌体均表现出对肠道沙门氏菌血清型肠炎(SE)的有效感染性。此外,这项研究评估了两种噬菌体在三种不同食物中控制SE的有效性(全鸡蛋,生鸡肉,和生菜)在不同的MOI(1、100和10000)在4°C。值得注意的是,在MOI=100时,sp11241和8-19分别在3h和6h后以及在MOI=10000时在2h和5h后实现了对卵SE的完全消除。用sp11241处理12小时后,生鸡肉的SE最大降低3.17log10CFU/mL,生菜最大降低3.00log10CFU/mL。噬菌体8-19对生菜的作用与sp11241相同,但对鸡肉的作用略低于sp11241(最大降低2.69log10CFU/mL)。总之,sp11241和8-19在低温下控制食品中沙门氏菌污染方面具有相当大的潜力,并代表了作为食品应用绿色抗菌剂的可行候选物。
    Salmonella, a prominent foodborne pathogen, has posed enduring challenges to the advancement of food safety and global public health. The escalating concern over antibiotic misuse, resulting in the excessive presence of drug residues in animal-derived food products, necessitates urgent exploration of alternative strategies for Salmonella control. Bacteriophages emerge as promising green biocontrol agents against pathogenic bacteria. This study delineates the identification of two novel virulent Salmonella phages, namely phage vB_SalS_ABTNLsp11241 (referred to as sp11241) and phage 8-19 (referred to as 8-19). Both phages exhibited efficient infectivity against Salmonella enterica serotype Enteritidis (SE). Furthermore, this study evaluated the effectiveness of two phages to control SE in three different foods (whole chicken eggs, raw chicken meat, and lettuce) at different MOIs (1, 100, and 10000) at 4°C. It\'s worth noting that sp11241 and 8-19 achieved complete elimination of SE on eggs after 3 h and 6 h at MOI = 100, and after 2 h and 5 h at MOI = 10000, respectively. After 12 h of treatment with sp11241, a maximum reduction of 3.17 log10 CFU/mL in SE was achieved on raw chicken meat, and a maximum reduction of 3.00 log10 CFU/mL was achieved on lettuce. Phage 8-19 has the same effect on lettuce as sp11241, but is slightly less effective than sp11241 on chicken meat (a maximum 2.69 log10 CFU/mL reduction). In conclusion, sp11241 and 8-19 exhibit considerable potential for controlling Salmonella contamination in food at a low temperature and represent viable candidates as green antibacterial agents for food applications.
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  • 文章类型: Journal Article
    链霉菌sp.F41是一种有效的杀虫代谢产物,可从表土中分离出放线菌,并确定了完整的基因组序列。基因组由8,343,496bp组成,具有7,221个基因,GC含量为71.84%。
    Streptomyces sp. F41 is a potent insecticidal metabolite producing actinomycetes isolated from the topsoil, and the complete genome sequence was determined. The genome consists of 8,343,496 bp, with 7,221 genes and a GC content of 71.84%.
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  • 文章类型: Journal Article
    背景:Schaalia物种主要在人类和其他动物的口腔微生物群中发现。通过参与生物膜形成,它们与各种感染有关,调节宿主反应,以及与其他微生物的相互作用。在这项研究中,先前表示为放线菌属的两个菌株。根据其整个基因组序列,发现它们是Schaalia属的新成员。
    结果:全基因组测序显示两个菌株的基因组大小为2.3Mbp,GC含量为65.5%。分类位置的系统发育学分析显示,菌株NCTC9931和C24是Schaalia属中的不同物种。总体基因组相关性指数,包括数字DNA-DNA杂交(dDDH),和平均核苷酸/氨基酸同一性(ANI/AAI)证实这两个菌株是不同的物种,值低于物种边界阈值(dDDH<70%,ANI和AAI<95%)与最接近的菌株SchaaliatentolyticaNCTC9935T相比,Pangenome和直系同源分析强调了它们与现有类型菌株相比在基因特性和生物学功能上的差异。此外,基因组岛(GI)和毒力相关因子的鉴定表明了它们的遗传多样性和潜在的适应能力,以及对人类健康的潜在影响。值得注意的是,与菌株C24相比,菌株NCTC9931中的CRISPR-Cas系统强调了其适应性免疫机制。
    结论:基于这些发现,菌株NCTC9931T(=ATCC17982T=DSM43331T=CIP104728T=CCUG18309T=NCTC14978T=CGMCC1.90328T)代表了一个新物种,名称为Schaaliadentphilasubsp。dentiphilasp.11月。subsp.11月。被提议,而菌株C24T(=NCTC14980T=CGMCC1.90329T)代表了一个独特的新亚种,名称为Schaaliadentphilasubsp。Denticola.subsp.11月。是提议的。这项研究丰富了我们对Schaalia物种基因组多样性的理解,并为进一步研究它们在口腔健康中的作用铺平了道路。
    结论:这项研究揭示了两种Schaalia菌株,NCTC9931T和C24T,作为具有独特基因组特征的新型实体。扩展Schaalia属的分类学框架,这项研究为探索这些细菌的代谢复杂性和抗性模式提供了关键资源。这项工作是微生物分类学的基石,为临床诊断的重大进展铺平了道路。
    BACKGROUND: Schaalia species are primarily found among the oral microbiota of humans and other animals. They have been associated with various infections through their involvement in biofilm formation, modulation of host responses, and interaction with other microorganisms. In this study, two strains previously indicated as Actinomyces spp. were found to be novel members of the genus Schaalia based on their whole genome sequences.
    RESULTS: Whole-genome sequencing revealed both strains with a genome size of 2.3 Mbp and GC contents of 65.5%. Phylogenetics analysis for taxonomic placement revealed strains NCTC 9931 and C24 as distinct species within the genus Schaalia. Overall genome-relatedness indices including digital DNA-DNA hybridization (dDDH), and average nucleotide/amino acid identity (ANI/AAI) confirmed both strains as distinct species, with values below the species boundary thresholds (dDDH < 70%, and ANI and AAI < 95%) when compared to nearest type strain Schaalia odontolytica NCTC 9935 T. Pangenome and orthologous analyses highlighted their differences in gene properties and biological functions compared to existing type strains. Additionally, the identification of genomic islands (GIs) and virulence-associated factors indicated their genetic diversity and potential adaptive capabilities, as well as potential implications for human health. Notably, CRISPR-Cas systems in strain NCTC 9931 underscore its adaptive immune mechanisms compared to strain C24.
    CONCLUSIONS: Based on these findings, strain NCTC 9931T (= ATCC 17982T = DSM 43331T = CIP 104728T = CCUG 18309T = NCTC 14978T = CGMCC 1.90328T) represents a novel species, for which the name Schaalia dentiphila subsp. dentiphila sp. nov. subsp. nov. is proposed, while strain C24T (= NCTC 14980T = CGMCC 1.90329T) represents a distinct novel subspecies, for which the name Schaalia dentiphila subsp. denticola. subsp. nov. is proposed. This study enriches our understanding of the genomic diversity of Schaalia species and paves the way for further investigations into their roles in oral health.
    CONCLUSIONS: This research reveals two Schaalia strains, NCTC 9931 T and C24T, as novel entities with distinct genomic features. Expanding the taxonomic framework of the genus Schaalia, this study offers a critical resource for probing the metabolic intricacies and resistance patterns of these bacteria. This work stands as a cornerstone for microbial taxonomy, paving the way for significant advances in clinical diagnostics.
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  • 文章类型: Journal Article
    产酶微生物通常在堆肥中占据主导地位,其中纤维素分解微生物积极参与木质纤维素的分解。探索具有高产量的纤维素降解酶的菌株对于相关酶的工业生产和清洁生物能源的发展具有重要意义。本研究倾向于筛选纤维素分解菌,进行基因组分析,矿纤维素酶相关基因,优化纤维素酶生产。从猪粪堆肥的成熟期分离出潜在的羧甲基纤维素水解细菌菌株Z2.6,并以藻类残留物为原料,并鉴定为velezensis。在菌株Z2.6的基因组草图中,有31个相关的纤维素分解基因被CAZy数据库注释,通过克隆进一步验证,证明存在属于GH5家族的内切1,4-β-D-葡聚糖酶(EC3.2.1.4)和属于GH1家族的β-葡萄糖苷酶(EC3.2.1.21),这是纤维素酶的主要类型。通过Plackett-Burman和Box-Behnken设计方法探索发酵培养基中的十个因素,理论上最大纤维素酶活性预计达到2.98U/mL。获得该响应的最佳条件被确定为1.09%CMC-Na,2.30%盐度,和1.23%的胰蛋白胨。在这些特定条件下验证得到3.02U/mL的纤维素活性,展示了3.43倍的优化程度。总之,这项全面的研究强调了菌株Z2.6在木质纤维素分解糖化中的重要能力及其在未来生物质转化中的深入探索的潜力。
    Enzyme-production microorganisms typically occupy a dominant position in composting, where cellulolytic microorganisms actively engage in the breakdown of lignocellulose. Exploring strains with high yields of cellulose-degrading enzymes holds substantial significance for the industrial production of related enzymes and the advancement of clean bioenergy. This study was inclined to screen cellulolytic bacteria, conduct genome analysis, mine cellulase-related genes, and optimize cellulase production. The potential carboxymethylcellulose-hydrolyzing bacterial strain Z2.6 was isolated from the maturation phase of pig manure-based compost with algae residuals as the feedstock and identified as Bacillus velezensis. In the draft genome of strain Z2.6, 31 related cellulolytic genes were annotated by the CAZy database, and further validation by cloning documented the existence of an endo-1,4-β-D-glucanase (EC 3.2.1.4) belonging to the GH5 family and a β-glucosidase (EC 3.2.1.21) belonging to the GH1 family, which are predominant types of cellulases. Through the exploration of ten factors in fermentation medium with Plackett-Burman and Box-Behnken design methodologies, maximum cellulase activity was predicted to reach 2.98 U/mL theoretically. The optimal conditions achieving this response were determined as 1.09% CMC-Na, 2.30% salinity, and 1.23% tryptone. Validation under these specified conditions yielded a cellulose activity of 3.02 U/mL, demonstrating a 3.43-fold degree of optimization. In conclusion, this comprehensive study underscored the significant capabilities of strain Z2.6 in lignocellulolytic saccharification and its potentialities for future in-depth exploration in biomass conversion.
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  • 文章类型: Journal Article
    Limosilactacillus(L.)发酵罐因其有益的特性而被广泛利用,但是溶源性噬菌体可以整合到其基因组中,并且可以在一定条件下被诱导进入裂解周期,从而完成宿主细胞的裂解,造成严重的经济损失。在这项研究中,一个溶源性噬菌体,LFP03是通过紫外线照射70s从发酵乳杆菌IMAU32510中诱导出来的。电子显微镜显示该噬菌体属于Caudoviricetes类。其基因组大小为39,556bp,GC含量为46.08%,其中包括20种功能性蛋白质。与其他发酵乳杆菌噬菌体相比,噬菌体LFP03的基因组表现出缺失,倒置和易位。生物学分析表明,其最佳感染复数为0.1,爆发大小为133.5±4.9PFU/感染细胞。噬菌体LFP03对温度和pH值敏感,在50°C时的存活率为48.98%。在pH为2时可以完全灭活。该噬菌体的吸附能力受温度和pH值的影响最小,在所有处理条件下吸附率达到80%。二价阳离子可以加速噬菌体吸附,而氯霉素表示的影响不大。本研究可拓展发酵乳杆菌噬菌体的相关知识,为提高相关产品的稳定性和建立噬菌体控制措施提供一定的理论依据。
    Limosilactobacillus (L.) fermentum is widely utilized for its beneficial properties, but lysogenic phages can integrate into its genome and can be induced to enter the lysis cycle under certain conditions, thus accomplishing lysis of host cells, resulting in severe economic losses. In this study, a lysogenic phage, LFP03, was induced from L. fermentum IMAU 32510 by UV irradiation for 70 s. The electron microscopy showed that this phage belonged to Caudoviricetes class. Its genome size was 39,556 bp with a GC content of 46.08%, which includes 20 functional proteins. Compared with other L. fermentum phages, the genome of phage LFP03 exhibited deletions, inversions and translocations. Biological analysis showed that its optimal multiplicity of infection was 0.1, with a burst size of 133.5 ± 4.9 PFU/infective cell. Phage LFP03 was sensitive to temperature and pH value, with a survival rate of 48.98% at 50 °C. It could be completely inactivated under pH 2. The adsorption ability of this phage was minimally affected by temperature and pH value, with adsorption rates reaching 80% under all treated conditions. Divalent cations could accelerate phage adsorption, while chloramphenicol expressed little influence. This study might expand the related knowledge of L. fermentum phages, and provide some theoretical basis for improving the stability of related products and establishing phage control measures.
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  • 文章类型: Journal Article
    鲍曼不动杆菌是一种机会致病菌,容易对现有的抗生素产生耐药性。噬菌体被认为是用于治疗多重耐药细菌的常规抗生素的替代治疗剂。我们从中国贵阳市一个居民区的地下污水中分离出了一株不动杆菌病毒Abgy202141。透射电子显微镜(TEM)分析表明,不动杆菌病毒Abgy202141的头部附着在尾巴上。该噬菌体感染鲍曼不动杆菌菌株GY-4,发现潜伏期短,每个感染的宿主细胞的爆发大小为189个颗粒。此外,不动杆菌病毒Abgy202141在不同浓度的氯仿和不同的pH水平和温度下保持稳定。基于SDS-PAGE分析,它含有14种蛋白质,分子量从12到125kDa。不动杆菌病毒Abgy202141的双链(ds)DNA基因组由41,242bp组成,GC含量为39.4%。它包含50个开放阅读框(ORF),其中29个ORF已经确定了功能,但没有毒力相关的基因,抗生素抗性基因,或者发现了tRNA。系统发育分析表明,不动杆菌病毒Abgy202141是弗利诺病毒属中的新噬菌体。不动杆菌病毒Abgy202141还显示出在Galleriamelonella体内模型中预防鲍曼不动杆菌感染的能力。
    Acinetobacter baumannii is an opportunistic pathogen that easily resists currently available antibiotics. Phages are considered alternative therapeutic agents to conventional antibiotics for the treatment of multidrug-resistant bacteria. We isolated an Acinetobacter virus Abgy202141 from underground sewage in a residential area of Guiyang City in China. Transmission electron microscopy (TEM) analysis showed that Acinetobacter virus Abgy202141 has an icosahedral head attached to a tail. This phage infects A. baumannii strain GY-4, and was found to have a short latent period of 5 min and with a burst size of 189 particles per infected host cell. Additionally, Acinetobacter virus Abgy202141 remained stable at different concentrations of chloroform and varying pH levels and temperatures. Based on SDS-PAGE analysis, it contained 14 proteins with molecular weights ranging from 12 to 125 kDa. The double-strand (ds) DNA genome of Acinetobacter virus Abgy202141 consisted of 41,242 bp with a GC content of 39.4%. It contained 50 open reading frames (ORFs), of which 29 ORFs had identified functions, but no virulence-related genes, antibiotic-resistance genes, or tRNAs were found. Phylogenetic analysis indicated that Acinetobacter virus Abgy202141 was a new phage in the Friunavirus genus. Acinetobacter virus Abgy202141 also showed the ability to prevent A. baumannii infections in the Galleria mellonella in vivo model.
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  • 文章类型: Journal Article
    塞拉利昂,人均国内生产总值(GDP)低于300美元和严重贫困,跻身世界最不发达国家(LDC)之列。尽管人口很少,只有860万,全国每年报告约260万例疟疾病例。以前,这个国家还没有关于疟疾基因组数据的报告。
    在这项研究中,我们首次报道了来自塞拉利昂的19个高寄生虫密度恶性疟原虫分离株的全基因组序列分析,提供对这个高流行地区的基因组流行病学的见解。我们发现感染和大量遗传多样性之间存在高度的相关性,与总体病例数的逐渐减少一致。此外,我们的全基因组分析显示,除了耐药基因,与血细胞入侵有关的基因家族,免疫逃避,其他人正在进行定向选择。这表明塞拉利昂人民已经形成了相对较强的获得性免疫。
    基因组数据不仅有助于创建用于病例跟踪的单核苷酸多态性条形码,而且还能够分析不断发展的传播动力学和选择压力。此外,与来自亚洲的样本相比,来自塞拉利昂的样本对抗性基因表现出更高的选择压力,在其他非洲样本中不常见的趋势。这表明,不太严格的医疗保健系统和不一致的治疗策略可能会使寄生虫承受更高的药物压力。从而加速抗性菌株的发展。
    UNASSIGNED: Sierra Leone, with a gross domestic product (GDP) per capita below $300 and significant poverty, ranks among the world\'s least developed countries (LDCs). Despite its modest population of 8.6 million, the nation reports approximately 2.6 million malaria cases annually. Previously, there has been no reporting on the malaria genome data from this country.
    UNASSIGNED: In this study, we present the first reported whole-genome sequence analysis of 19 high parasite-density Plasmodium falciparum isolates from Sierra Leone, providing insights into the genomic epidemiology of this high-prevalence area. We found a high degree of relatedness among infections and substantial genetic diversity, consistent with the gradual reduction in overall case numbers. Moreover, our whole-genome analysis revealed that, beyond drug-resistance genes, gene families related to blood cell invasion, immune evasion, and others are undergoing directional selection. This suggests that the population in Sierra Leone has developed a relatively strong acquired immunity.
    UNASSIGNED: The genomic data not only facilitate the creation of single nucleotide polymorphism barcodes for case tracking but also enable the analysis of evolving transmission dynamics and selection pressures. Additionally, the samples from Sierra Leone exhibited higher selective pressures on resistance genes compared to those from Asia, a trend not commonly observed in other African samples. This suggests that less stringent healthcare systems and inconsistent treatment strategies can subject parasites to increased drug pressure, thereby accelerating the development of resistant strains.
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