whole-metagenome shotgun sequencing

  • 文章类型: Journal Article
    背景:肠道微生物群对人类高海拔适应的贡献仍未得到充分理解。
    方法:在这里,使用深全宏基因组鸟枪测序对生活在海平面和高海拔地区的健康个体进行了肠道微生物群的比较分析,探讨高原居民肠道菌群的适应机制。
    结果:结果显示,与海平面个体相比,高海拔个体的肠道细菌组表现出更大的样本内多样性和细菌组成和功能谱的显着变化。表明与高海拔环境相关的独特细菌的潜在选择。菌株水平的调查显示,高海拔人群中Collinsellaaerorofaciens和Akkermansiamuciniphila的富集。还研究了肠道病毒和肠道真菌的特征。与海平面相比,高海拔受试者的肠道病毒表现出更大的多样性,随着病毒操作分类单位(vOTU)和独特的注释基因数量的增加。最后,相关性分析显示,42种细菌和375种vOTUs之间有819个显著相关性,而细菌和真菌之间或真菌和病毒之间没有观察到显著的相关性。
    结论:这些发现极大地促进了对人类肠道菌群高海拔地理适应机制的理解。
    BACKGROUND: The contribution of gut microbiota to human high-altitude adaptation remains inadequately understood.
    METHODS: Here a comparative analysis of gut microbiota was conducted between healthy individuals living at sea level and high altitude using deep whole-metagenome shotgun sequencing, to investigate the adaptive mechanisms of gut microbiota in plateau inhabitants.
    RESULTS: The results showed the gut bacteriomes in high-altitude individuals exhibited greater within-sample diversity and significant alterations in both bacterial compositional and functional profiles when compared to those of sea-level individuals, indicating the potential selection of unique bacteria associated with high-altitude environments. The strain-level investigation revealed enrichment of Collinsella aerofaciens and Akkermansia muciniphila in high-altitude populations. The characteristics of gut virome and gut mycobiome were also investigated. Compared to sea-level subjects, high-altitude subjects exhibited a greater diversity in their gut virome, with an increased number of viral operational taxonomic units (vOTUs) and unique annotated genes. Finally, correlation analyses revealed 819 significant correlations between 42 bacterial species and 375 vOTUs, while no significant correlations were observed between bacteria and fungi or between fungi and viruses.
    CONCLUSIONS: The findings have significantly contributed to an enhanced comprehension of the mechanisms underlying the high-altitude geographic adaptation of the human gut microbiota.
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  • 文章类型: Journal Article
    阴道菌群在女性生殖道健康中起着重要作用,与各种妊娠结局和性传播疾病密切相关。大量的内部和外部因素对女性阴道微生物组的变化有很大的影响。然而,尚未描述高海拔地区对女性阴道微生物群的影响。在这项研究中,我们描述了生活在高海拔和海平面地区的13和34名健康女性的阴道细菌组和病毒组,使用整个宏基因组鸟枪测序他们的阴道粘液样本。结果表明,高海拔地区个体的阴道细菌具有物种多样性显著增加的特点,crispatus的耗竭,更丰富的厌氧细菌,比如沙眼衣原体,吲哚美希杆菌,DialisterMicraerophilus,和Sneathiaamnii)。此外,海平面受试者的阴道样本含有更多的乳酸菌菌株,而厌氧菌属菌株主要出现在高海拔受试者中。确定并组装了191个病毒操作分类单位(vOTU),两组间107个vOTUs的丰度存在显著差异.一起,这项研究的结果提高了对不同海拔女性阴道细菌组和病毒组的理解,并证明了阴道微生物组与高海拔地理适应有关。
    The vaginal microbiota plays an important role in the health of the female reproductive tract and is closely associated with various pregnancy outcomes and sexually transmitted diseases. Plenty of internal and external factors have strong influence on the changes in a woman\'s vaginal microbiome. However, the effect of a high-altitude on female vaginal microbiota has not been described. In this study, we characterized the vaginal bacteriome and virome of 13 and 34 healthy women living in high-altitude and sea-level areas, using whole-metagenome shotgun sequencing of their vaginal mucus samples. The results revealed that the vaginal bacteriomes of high-altitude individuals are featured by a significant increase of species diversity, depletion of Lactobacillus crispatus, and more abundant of some anaerobic bacteria, such as Chlamydia trachomatis, Mageeibacillus indolicus, Dialister micraerophilus, and Sneathia amnii). In addition, the vagina samples of sea-level subjects harbor more Lactobacillus strains, whereas the anaerobic bacteroidetes strains mostly appeared in high-altitude subjects. Identified and assembled 191 virus operational taxonomic units (vOTUs), there were significant differences in the abundance of 107 vOTUs between the two groups. Together, the results of this study raised the understanding of bacteriome and virome in the vagina of women at different elevations, and demonstrated that the vaginal microbiome is related to the high-altitude geographic adaptation.
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  • 文章类型: Journal Article
    目的:肠道微生物组成与代谢和自身免疫性疾病有关,包括关节炎.然而,对肠道细菌组缺乏了解,mycobiome,痛风性关节炎(GA)患者的病毒血症。
    方法:我们对26名GA患者和28名健康对照者的多重肠道菌群进行了综合分析,使用全基因组鸟枪测序他们的粪便样本。
    结果:在肠道细菌组中观察到明显的改变,mycobiome,和GA患者的病毒。我们确定了1,117种差异丰富的细菌,23种真菌,和4,115个病毒操作分类单位(vOTU)。富含GA的细菌包括大肠杆菌_DGENOME144544,婴儿双歧杆菌GENOME095938,Blautia_AwexleraeGENOME096067和肺炎克雷伯菌GENOME147598,而富含对照的细菌包括普氏粪杆菌_GGENOME147678,GENOME23Bacters-rect_O97ble233712富含GA的真菌包括机会性病原体,例如新生隐球菌GCA_011057565,近带念珠菌GCA_000182765和马拉色菌。,而富含对照的真菌则具有多个百叶werneckii亚进化枝和烟曲霉GCA_000002655。富含GA的vOTUs主要归因于虹彩病毒科,Myoviridae,波多病毒科,和微病毒科,而控制丰富的vOTU跨越13个家庭,包括硅藻科,Myoviridae,波多病毒科,昆比病毒科,Phycodnaviridae,和crass一样。一个共同丰富的网络揭示了这些多王国签名之间错综复杂的相互作用,表明他们对疾病的集体影响。此外,这些微生物特征证明了有效区分患者和对照组的潜力,强调他们的诊断效用。
    结论:这项研究对GA微生物群的特征产生了重要的见解,这可能会为未来的机理和治疗研究提供信息。
    OBJECTIVE: The gut microbial composition has been linked to metabolic and autoimmune diseases, including arthritis. However, there is a dearth of knowledge on the gut bacteriome, mycobiome, and virome in patients with gouty arthritis (GA).
    METHODS: We conducted a comprehensive analysis of the multi-kingdom gut microbiome of 26 GA patients and 28 healthy controls, using whole-metagenome shotgun sequencing of their stool samples.
    RESULTS: Profound alterations were observed in the gut bacteriome, mycobiome, and virome of GA patients. We identified 1,117 differentially abundant bacterial species, 23 fungal species, and 4,115 viral operational taxonomic units (vOTUs). GA-enriched bacteria included Escherichia coli_D GENOME144544, Bifidobacterium infantis GENOME095938, Blautia_A wexlerae GENOME096067, and Klebsiella pneumoniae GENOME147598, while control-enriched bacteria comprised Faecalibacterium prausnitzii_G GENOME147678, Agathobacter rectalis GENOME143712, and Bacteroides_A plebeius_A GENOME239725. GA-enriched fungi included opportunistic pathogens like Cryptococcus neoformans GCA_011057565, Candida parapsilosis GCA_000182765, and Malassezia spp., while control-enriched fungi featured several Hortaea werneckii subclades and Aspergillus fumigatus GCA_000002655. GA-enriched vOTUs mainly attributed to Siphoviridae, Myoviridae, Podoviridae, and Microviridae, whereas control-enriched vOTUs spanned 13 families, including Siphoviridae, Myoviridae, Podoviridae, Quimbyviridae, Phycodnaviridae, and crAss-like. A co-abundance network revealed intricate interactions among these multi-kingdom signatures, signifying their collective influence on the disease. Furthermore, these microbial signatures demonstrated the potential to effectively discriminate between patients and controls, highlighting their diagnostic utility.
    CONCLUSIONS: This study yields crucial insights into the characteristics of the GA microbiota that may inform future mechanistic and therapeutic investigations.
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  • 文章类型: Journal Article
    肠道菌群在免疫系统的调节和人类自身免疫性疾病的病因中起着至关重要的作用。然而,对肠道细菌的整体理解,mycobiome,骨关节炎(OA)患者中仍然缺乏病毒。这里,我们通过对44例OA患者和46例健康志愿者的粪便样本进行深全宏基因组鸟枪测序,对他们的肠道微生物进行了研究.使用基于参考的策略分析肠道细菌组和分枝杆菌组。从宏基因组组装的重叠群中鉴定出肠道病毒,并且基于6,567个非冗余病毒操作分类单位(vOTU)对肠道病毒进行了分析。我们发现肠道微生物组(包括细菌组,mycobiome,OA患者的病毒基因)发生了根本性的改变,以一组279种差异丰富的细菌为特征,10种真菌,和627个vOTU。代表性的富含OA的细菌包括厌氧菌(GENOME147149),Prevotellasp900313215(GENOME08259),真杆菌(GENOME000299),和BlautiaA(GENOME001004),而拟杆菌A(基因组239725),inulinivoransRoseburiainulivorans(GENOME001770),Dialistersp900343095(GENOME075103),屎相抗体(GENOME233517),OA患者的一些Faecalibacterium和Prevotella成员被耗尽。真菌,如德巴酵母(GenBank登录号GCA_003708665),近平滑念珠菌(GCA_000182765),和白针菌(GCA_000696975)富集在OA肠道微生物群中,和马拉色菌(GCA_003290485),烟曲霉(GCA_003069565),和毛霉(GCA_010203745)被耗尽。OA耗尽的病毒跨越了Siphoviridae(95个vOTU),Myoviridae(70vOTUs),和微病毒科(5个vOTU),而OA患者中富集了30个虹彩病毒科vOTUs。肠道细菌组和病毒体的功能分析也揭示了它们与OA相关的功能特征。此外,我们证明了与OA相关的肠道细菌和病毒特征是紧密相连的,表明它们可能一起影响疾病。最后,我们表明,多王国签名在区分OA患者与健康对照中是有效的,提示肠道菌群对OA和相关疾病的预测潜力。我们的结果描绘了粪便细菌群,mycobiome,和OA微生物群的病毒景观,并提供了生物标志物,将有助于未来的机制和临床干预研究。重要性与健康个体相比,OA患者的肠道微生物组完全改变,包括279种差异丰富的细菌,10种真菌和627种病毒操作分类单位(vOTU)。肠道细菌组和病毒体的功能分析也揭示了它们与OA相关的功能特征。我们发现与OA相关的肠道细菌和病毒特征紧密相关,表明它们可能一起影响疾病。使用多王国签名可以有效地将OA患者与健康对照区分开来,提示肠道菌群对OA和相关疾病的预测潜力。
    The gut microbiota plays an essential role in the regulation of the immune system and the etiology of human autoimmune diseases. However, a holistic understanding of the gut bacteriome, mycobiome, and virome in patients with osteoarthritis (OA) remains lacking. Here, we explored the gut microbiotas of 44 OA patients and 46 healthy volunteers via deep whole-metagenome shotgun sequencing of their fecal samples. The gut bacteriome and mycobiome were analyzed using a reference-based strategy. Gut viruses were identified from the metagenomic assembled contigs, and the gut virome was profiled based on 6,567 nonredundant viral operational taxonomic units (vOTUs). We revealed that the gut microbiome (including bacteriome, mycobiome, and virome) of OA patients is fundamentally altered, characterized by a panel of 279 differentially abundant bacterial species, 10 fungal species, and 627 vOTUs. The representative OA-enriched bacteria included Anaerostipes hadrus (GENOME147149), Prevotella sp900313215 (GENOME08259), Eubacterium_E hallii (GENOME000299), and Blautia A (GENOME001004), while Bacteroides plebeius A (GENOME239725), Roseburia inulinivorans (GENOME 001770), Dialister sp900343095 (GENOME075103), Phascolarctobacterium faecium (GENOME233517), and several members of Faecalibacterium and Prevotella were depleted in OA patients. Fungi such as Debaryomyces fabryi (GenBank accession no. GCA_003708665), Candida parapsilosis (GCA_000182765), and Apophysomyces trapeziformis (GCA_000696975) were enriched in the OA gut microbiota, and Malassezia restricta (GCA_003290485), Aspergillus fumigatus (GCA_003069565), and Mucor circinelloides (GCA_010203745) were depleted. The OA-depleted viruses spanned Siphoviridae (95 vOTUs), Myoviridae (70 vOTUs), and Microviridae (5 vOTUs), while 30 Siphoviridae vOTUs were enriched in OA patients. Functional analysis of the gut bacteriome and virome also uncovered their functional signatures in relation to OA. Moreover, we demonstrated that the OA-associated gut bacterial and viral signatures are tightly interconnected, suggesting that they may impact disease together. Finally, we showed that the multikingdom signatures are effective in discriminating the OA patients from healthy controls, suggesting the potential of gut microbiota for the prediction of OA and related diseases. Our results delineated the fecal bacteriome, mycobiome, and virome landscapes of the OA microbiota and provided biomarkers that will aid in future mechanistic and clinical intervention studies. IMPORTANCE The gut microbiome of OA patients was completely altered compared to that in healthy individuals, including 279 differentially abundant bacterial species, 10 fungal species and 627 viral operational taxonomic units (vOTUs). Functional analysis of the gut bacteriome and virome also revealed their functional signatures in relation to OA. We found that OA-associated gut bacterial and viral signatures were tightly interconnected, indicating that they may affect the disease together. The OA patients can be discriminated effectively from healthy controls using the multikingdom signatures, suggesting the potential of gut microbiota for the prediction of OA and related diseases.
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  • 文章类型: Evaluation Study
    已经从人类肠道微生物组中鉴定出大量的微生物基因组,但是对低丰度物种在个体层面的作用的理解仍然具有挑战性,主要是由于大多数研究中使用的测序深度相对较浅。为了提高基因组组装性能,HiSeq-PacBio混合动力车,超深层宏基因组测序方法用于重建12个粪便样本的宏基因组组装基因组(MAG).这种方法将第三代测序与超深度第二代测序相结合,以提高肠道微生物组中低丰度亚群的测序覆盖率。我们的研究共产生了44兆碱基规模的支架,实现四个完整的单支架(环化,无间隙)MAG(CMAG)是其物种的第一个圆形基因组。此外,在所有样品中组装了475个高质量的MAG。其中,234个MAG目前未培养,包括在任何公共基因组数据库中未发现的24个MAG。此外,在每个个体中,287和77个MAG被分类为低丰度(0.1-1%)和超低丰度(<0.1%)的肠道物种,分别。我们的结果还揭示了MAG谱中的个体特异性基因组特征,包括微生物基因组的生长速率,选择性压力,和染色体可移动遗传元件的频率。最后,从宏基因组数据中识别出数千个染色体外移动遗传元件,包括5097个噬菌体和79个新的质粒基因组。总的来说,我们的策略代表了在个体水平上对人类肠道微生物组进行全面基因组和功能表征的重要一步.
    A large number of microbial genomes have already been identified from the human gut microbiome, but the understanding of the role of the low-abundance species at the individual level remains challenging, largely due to the relatively shallow sequencing depth used in most studies. To improve genome assembling performance, a HiSeq-PacBio hybrid, ultra-deep metagenomic sequencing approach was used to reconstruct metagenomic-assembled genomes (MAGs) from 12 fecal samples. Such approach combined third-generation sequencing with ultra-deep second-generation sequencing to improve the sequencing coverage of the low-abundance subpopulation in the gut microbiome. Our study generated a total of 44 megabase-scale scaffolds, achieving four single-scaffolds of complete (circularized, no gaps) MAGs (CMAGs) that were the first circular genomes of their species. Moreover, 475 high-quality MAGs were assembled across all samples. Among them, 234 MAGs were currently uncultured, including 24 MAGs that were not found in any public genome database. Additionally, 287 and 77 MAGs were classified as low-abundance (0.1-1%) and extra-low-abundance (<0.1%) gut species in each individual, respectively. Our results also revealed individual-specific genomic features in the MAG profiles, including microbial genome growth rate, selective pressure, and frequency of chromosomal mobile genetic elements. Finally, thousands of extrachromosomal mobile genetic elements were identified from the metagenomic data, including 5097 bacteriophages and 79 novel plasmid genomes. Overall, our strategy represents an important step toward comprehensive genomic and functional characterization of the human gut microbiome at an individual level.
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