metagenomic sequencing

宏基因组测序
  • 文章类型: Journal Article
    在法医学领域,准确地确定个人的职业可以极大地帮助解决诸如刑事调查或灾难受害者身份识别之类的案件。然而,由于职业和各种因素之间错综复杂的关系,估计职业可能是具有挑战性的,包括性别,年龄,生活环境,健康状况,药物使用,和生活习惯,如饮酒和吸烟。所有这些因素都可以影响个体的口腔或肠道微生物群落的组成。
    在这项研究中,我们收集了代表不同职业部门的个体的唾液和粪便样本,特别是学生和体力劳动者。然后,我们对从这些样品中提取的DNA进行宏基因组测序,以获得可以在五个不同数据库中分析分类学和功能注释的数据。从α和β多样性的角度辅助职业与微生物信息的相关性,表明属于这两个职业的个体拥有明显不同的口腔和肠道微生物群落,这种相关性基本上不受性别的影响,饮酒,在我们的数据集中吸烟。最后,利用递归特征消除(RFE)过程建立随机森林(RF)模型。基于唾液样本中的三种物种或粪便样本中的KEGG数据库注释的单个途径,构建了在训练集和测试集中具有100%准确性的模型。即,“ko04145”或吞噬体。
    尽管由于样本量小,这项研究的代表性可能有限,它提供了使用微生物组信息进行职业推断的潜力的初步证据。
    UNASSIGNED: In the field of forensic science, accurately determining occupation of an individual can greatly assist in resolving cases such as criminal investigations or disaster victim identifications. However, estimating occupation can be challenging due to the intricate relationship between occupation and various factors, including gender, age, living environment, health status, medication use, and lifestyle habits such as alcohol consumption and smoking. All of these factors can impact the composition of oral or gut microbial community of an individual.
    UNASSIGNED: In this study, we collected saliva and feces samples from individuals representing different occupational sectors, specifically students and manual laborers. We then performed metagenomic sequencing on the DNA extracted from these samples to obtain data that could be analyzed for taxonomic and functional annotations in five different databases. The correlation between occupation with microbial information was assisted from the perspective of α and β diversity, showing that individuals belonging to the two occupations hold significantly different oral and gut microbial communities, and that this correlation is basically not affected by gender, drinking, and smoking in our datasets. Finally, random forest (RF) models were built with recursive feature elimination (RFE) processes. Models with 100% accuracy in both training and testing sets were constructed based on three species in saliva samples or on a single pathway annotated by the KEGG database in fecal samples, namely, \"ko04145\" or Phagosome.
    UNASSIGNED: Although this study may have limited representativeness due to its small sample size, it provides preliminary evidence of the potential of using microbiome information for occupational inference.
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  • 文章类型: Case Reports
    一名患有晚期HIV感染的32岁女性因亚急性但恶化的脑炎症状出现在澳大利亚医院。宏基因组测序和脑组织的登革热NS3抗原染色证实了活跃的登革病毒(DENV)脑炎。最近可能的DENV暴露是几个月前在西非,表示慢性。
    A 32-year-old female with advanced human immunodeficiency virus infection presented to an Australian hospital with subacute, worsening symptoms of encephalitis. Metagenomic sequencing and Dengue NS3 antigen staining of brain tissue confirmed active dengue virus (DENV) encephalitis. The most recent possible DENV exposure was months prior in West Africa, indicating chronicity.
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  • 文章类型: Journal Article
    背景:口腔鳞状细胞癌(OSCC)是最常见的恶性肿瘤之一,发病率越来越高,口腔白斑(OLK)有强烈的恶变倾向。口腔微生物群可能会影响口腔癌的进展,但是OSCC和OLK的唾液细菌组成和功能变化尚未得到全面阐明。因此,我们将OLK和OSCC患者的唾液细菌与健康对照(HC)进行了比较.
    方法:采用宏基因组测序法比较18例OSCC患者的细菌组成和功能变化,21名OLK患者和21名HC。Spearman相关性用于鉴定功能与细菌之间可能的关联。
    结果:Gemella是OSCC中差异最丰富的属。在物种层面,链球菌。NPS308无乳链球菌,OLK和OSCC中的血溶菌和memellamorbillorum略有增加。京都基因和基因组百科全书(KEGG)结果显示OSCC主要与代谢功能有关,包括脂质代谢,碳水化合物代谢和聚糖生物合成和代谢。酮体的合成与降解,半胱氨酸和蛋氨酸代谢和甘油脂代谢在三组之间差异显著,OSCC最高,HC最低。并且G.hemolysans与这些选定的代谢途径显着相关。
    结论:宏基因组分析显示,OSCC之间的唾液菌群存在显着差异,OLK和HC。因此,唾液微生物组成和功能变化可能与OSCC进展相关.细菌中半胱氨酸和蛋氨酸等非必需氨基酸的代谢可能在口腔肿瘤发生中起重要作用。未来需要更多的细菌代谢与口腔癌发生之间的机制研究。
    Oral squamous cell carcinoma (OSCC) is one of the most common malignant tumours with increasing incidence, and oral leukoplakia (OLK) has a strong tendency to undergo malignant transformation. The oral microbiota may influence oral cancer progression, but the salivary bacterial composition and functional changes in OSCC and OLK have not been comprehensively elucidated. Therefore, we compared salivary bacteria in OLK and OSCC patients with healthy controls (HC).
    Metagenomic sequencing was used to compare the bacterial composition and functional changes of 18 OSCC patients, 21 OLK patients and 21 HC. Spearman correlation was used to identify possible associations between functions and bacteria.
    Gemella was the most differentially enriched genus in OSCC. At the species level, Streptococcus sp. NPS 308, Streptococcus agalactiae, Gemella haemolysans and Gemella morbillorum were slightly increased in OLK and OSCC. Kyoto Encyclopedia of Genes and Genomes (KEGG) results showed that OSCC was mainly associated with metabolism functions, including lipid metabolism, carbohydrate metabolism and glycan biosynthesis and metabolism. The synthesis and degradation of ketone bodies, cysteine and methionine metabolism and glycerolipid metabolism differed significantly among the three groups, and were highest in OSCC and lowest in HC. And G. haemolysans was significantly associated with these selected metabolic pathways.
    Metagenomic analysis revealed significant differences in the salivary microbiota among OSCC, OLK and HC. Thus, salivary microbiota composition and functional changes may be associated with OSCC progression. Metabolism of nonessential amino acids such as cysteine and methionine in bacteria may play an important role in oral oncogenesis, and more studies of the mechanism between metabolisms of bacteria and oral oncogenesis are needed in the future.
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  • 文章类型: Case Reports
    自闭症谱系障碍(ASD)是一种神经发育障碍,由社会交往障碍和限制,重复行为。除了行为干预和心理治疗,和药物干预,对ASD肠道菌群的深入研究有明显的异常,可能对ASD产生有效影响。已经进行了若干尝试以表明微生物群可以有效地减少ASD的发生。粪便微生物移植(FMT)是一种生物治疗方法,涉及将健康供体的肠道微生物移植到患者的胃肠道中以改善肠道微环境。在这个案例报告中,我们描述了FMT治疗的儿童ASD病例。患者对长期行为干预的反应较差。经过五轮FMT,ASD的临床核心症状和胃肠道(GI)症状明显改变。此外,儿童功能发育的多个水平也得到显著改善.我们发现FMT改变了肠道微生物群的组成以及代谢产物,肠道炎症表现,这些变化与患者的症状一致。这份报告表明,ASD的进一步FMT研究可能值得继续研究,需要更多的研究来验证FMT在ASD中的有效性及其机制。
    Autism spectrum disorder (ASD) is a neurodevelopmental disorder defined by social communication impairments and restricted, repetitive behaviors. In addition to behavioral interventions and psychotherapies, and pharmacological interventions, in-depth studies of intestinal microbiota in ASD has obvious abnormalities which may effectively influenced in ASD. Several attempts have been made to indicate that microbiota can reduce the occurrence of ASD effectively. Fecal microbiota transplantation (FMT) is a type of biological therapy that involves the transplant of intestinal microbiota from healthy donors into the patient\'s gastrointestinal tract to improve the gut microenvironment. In this case report, we describe a case of child ASD treated by FMT. The patient have poor response to long-term behavioral interventions. After five rounds of FMT, clinical core symptoms of ASD and gastrointestinal(GI) symptoms were significantly altered. Moreover, the multiple levels of functional development of child were also significantly ameliorated. We found that FMT changed the composition of the intestinal microbiota as well as the metabolites, intestinal inflammatory manifestations, and these changes were consistent with the patient\'s symptoms. This report suggests further FMT studies in ASD could be worth pursuing, and more studies are needed to validate the effectiveness of FMT in ASD and its mechanisms.
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  • 文章类型: Case Reports
    先天性免疫错误(IEI)是一组异质性疾病,其特征是感染风险增加。自身免疫,自身炎症性疾病,恶性肿瘤和过敏。下一代测序彻底改变了这些患者的遗传背景的识别,并有助于诊断和治疗。在这项研究中,我们确定了IEI的一个可能的独特的单基因原因,并对免疫学方法和病原检测进行了评价。
    通过全基因组测序(WGS)筛选具有IEI临床诊断的成员的家族。人口统计数据,临床表现,病史,体检,我们从病历中提取了患者的实验室检查结果和影像学特征.全面的免疫监测方法包括具有差异的全血细胞计数,细胞因子和自身抗体的血清水平,T细胞和B细胞亚群分析和血清免疫球蛋白的测量。此外,血液的宏基因组测序(mNGS),脑脊液和小肠活检用于检测潜在的病原体。
    患者表现为反复感染和自身免疫性疾病,最终被诊断出患有IEI。血液的重复mNGS测试,脑脊液和小肠活检未检测到病原微生物。免疫化验显示IgG水平较正常轻微下降,肿瘤坏死因子和白细胞介素-6水平升高。淋巴细胞流式细胞术显示总B细胞和自然杀伤细胞升高,减少总T细胞和B细胞浆母细胞。患者的WGS在IRF2BP2中鉴定出一种新的杂合突变(c.439_450dupp.Thr147_Pro150dup),这在他父亲身上也得到了证实。根据美国医学遗传学和基因组学学院指南,该突变被归类为不确定意义的变体(VUS)。
    我们在一个成员被诊断为IEI的家族中鉴定了一个新的IRF2BP2突变。免疫监测和WGS作为辅助测试有助于识别遗传缺陷并协助临床高度怀疑免疫异常和炎症调节缺陷的患者的诊断。此外,mNGS技术可以更全面地评估这些患者的致病特征。本报告进一步验证了IRF2BP2缺乏症与IEI的关联,并扩展IEI表型。
    Inborn errors of immunity (IEI) are a heterogeneous group of disorders characterized by increased risk of infections, autoimmunity, autoinflammatory diseases, malignancy and allergy. Next-generation sequencing has revolutionized the identification of genetic background of these patients and assists in diagnosis and treatment. In this study, we identified a probable unique monogenic cause of IEI, and evaluated the immunological methods and pathogenic detections.
    A family with a member with a clinical diagnosis of IEI was screened by whole genomic sequencing (WGS). Demographic data, clinical manifestations, medical history, physical examination, laboratory findings and imaging features of the patient were extracted from medical records. Comprehensive immune monitoring methods include a complete blood count with differential, serum levels of cytokines and autoantibodies, T-cell and B-cell subsets analysis and measurement of serum immunoglobulins. In addition, metagenomic sequencing (mNGS) of blood, cerebrospinal fluid and biopsy from small intestine were used to detect potential pathogens.
    The patient manifested with recurrent infections and autoimmune disorders, who was eventually diagnosed with IEI. Repetitive mNGS tests of blood, cerebrospinal fluid and biopsy from small intestine didn\'t detect pathogenic microorganism. Immunological tests showed a slightly decreased level of IgG than normal, elevated levels of tumor necrosis factor and interleukin-6. Lymphocyte flow cytometry showed elevated total B cells and natural killer cells, decreased total T cells and B-cell plasmablasts. WGS of the patient identified a novel heterozygous mutation in IRF2BP2 (c.439_450dup p. Thr147_Pro150dup), which was also confirmed in his father. The mutation was classified as variant of uncertain significance (VUS) according to the American College of Medical Genetics and Genomics guidelines.
    We identified a novel IRF2BP2 mutation in a family with a member diagnosed with IEI. Immune monitoring and WGS as auxiliary tests are helpful in identifying genetic defects and assisting diagnosis in patients with clinically highly suspected immune abnormalities and deficiencies in inflammation regulation. In addition, mNGS techniques allow a more comprehensive assessment of the pathogenic characteristics of these patients. This report further validates the association of IRF2BP2 deficiency and IEI, and expands IEI phenotypes.
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  • 文章类型: Journal Article
    (1)背景:妊娠高血压综合征(PIH)与妊娠晚期明显的微生物菌群失调有关。然而,这些变化背后的机制仍然未知。因此,本研究旨在探讨妊娠早期肠道菌群与PIH发生的关系。(2)方法:采用基于随访队列的巢式病例对照研究设计。选择35例PIH患者和35例匹配的健康孕妇作为对照。使用宏基因组测序在前三个月评估肠道微生物组谱。(3)结果:多样性分析表明,妊娠早期微生物群多样性发生了变化。在物种层面,八种细菌在健康对照中得到了富集:乳臭虫,普通拟杆菌,Ruminococcus扭矩,未分类的镰刀菌,Akkermansiamuciniphila,肺炎梭菌,排泄物副细菌和伯克霍德里亚细菌_1_1_47。相反,真细菌重现,并在PIH患者中富集了布罗米反刍动物。功能分析结果表明,这些不同微生物的变化可能通过影响维生素K2、鞘脂、脂质酸和甘氨酸。(4)结论:PIH患者的微生物菌群失调始于妊娠早期,这可能与PIH的发生有关。细菌途径分析表明,肠道微生物组可能通过功能模块的改变导致PIH的发展。
    (1) Background: Pregnancy-induced hypertension (PIH) is associated with obvious microbiota dysbiosis in the third trimester of pregnancy. However, the mechanisms behind these changes remain unknown. Therefore, this study aimed to explore the relationship between the gut microbiome in early pregnancy and PIH occurrence. (2) Methods: A nested case-control study design was used based on the follow-up cohort. Thirty-five PIH patients and thirty-five matched healthy pregnant women were selected as controls. The gut microbiome profiles were assessed in the first trimester using metagenomic sequencing. (3) Results: Diversity analyses showed that microbiota diversity was altered in early pregnancy. At the species level, eight bacterial species were enriched in healthy controls: Alistipes putredinis, Bacteroides vulgatus, Ruminococcus torques, Oscillibacter unclassified, Akkermansia muciniphila, Clostridium citroniae, Parasutterella excrementihominis and Burkholderiales bacterium_1_1_47. Conversely, Eubacterium rectale, and Ruminococcus bromii were enriched in PIH patients. The results of functional analysis showed that the changes in these different microorganisms may affect the blood pressure of pregnant women by affecting the metabolism of vitamin K2, sphingolipid, lipid acid and glycine. (4) Conclusion: Microbiota dysbiosis in PIH patients begins in the first trimester of pregnancy, and this may be associated with the occurrence of PIH. Bacterial pathway analyses suggest that the gut microbiome might lead to the development of PIH through the alterations of function modules.
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  • 文章类型: Journal Article
    先前健康的男性患者在实验室确认感染后76天的唾液中可检测到猴痘病毒DNA。病毒动力学的全面表征和详细的随访表明,在猴痘症状出现后的几周内,传播风险下降。
    A previously healthy male patient had detectable monkeypox virus DNA in saliva 76 days after laboratory confirmation of infection. A comprehensive characterization of viral kinetics and a detailed follow-up indicated a declining risk for transmission during the weeks after monkeypox symptoms appeared.
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  • 文章类型: Case Reports
    1型糖尿病(T1DM)是一种慢性本身免疫性疾病。不仅仅是基因,但肠道环境受肠道菌群的影响也是发病的关键。除了糖尿病的发生,肠道菌群失调也可能导致糖尿病相关并发症的发生。粪便微生物移植(FMT)是一种新兴的技术,已显示出其治疗代谢性疾病的潜力。这里,我们报告了第一例T1DM伴营养不良和胃肠道症状的FMT治疗。一名24岁的T1DM患者血糖控制不佳,反复的恶心和呕吐,严重的营养不良,胰岛素治疗后顽固性便秘。FMT后患者的临床反应良好,尤其是恶心和呕吐明显缓解。此外,便秘,营养状况,和血糖控制(空腹血糖,HbA1c)逐步好转。FMT后,患者与健康供体之间的肠道微生物群组成存在一定程度的相似性,而在治疗前完全不同。此外,MetaCYC数据库的通路功能分析提示FMT应答的潜在机制可能是由参与几种代谢通路的特定细菌驱动的,需要进一步探索.总而言之,我们认为FMT重建肠道菌群可能是治疗T1DM营养不良患者的新选择。
    Type 1 diabetes mellitus (T1DM) is a chronic autoimmune disease. Not only genetics, but the intestinal environment affected by gut microbiota is also the key to pathogenesis. Besides the occurrence of diabetes, gut microbiota dysbiosis may also contribute to the development of diabetes-related complications. Fecal microbiota transplantation (FMT) is an emerging technique that had shown its potential as a treatment for metabolic disease. Here, we report the first case of T1DM with malnutrition and gastrointestinal symptoms treated with FMT. A 24-year-old T1DM patient suffered from poor blood glucose control, recurrent nausea and vomiting, severe malnutrition, and intractable constipation after insulin treatment. The clinical response of the patients after FMT was well, especially nausea and vomiting were significantly relieved. In addition, constipation, nutritional status, and blood glucose control (fasting blood glucose, HbA1c) gradually improved. A degree of similarity was found in gut microbiota composition between the patient and healthy donor after FMT while it was totally different before the treatment. Furthermore, pathway function analysis of MetaCYC database implies that the potential mechanism of the response of FMT may be driven by specific bacteria involved in several metabolic pathways that need further exploration. To sum up, we believe that the reconstruction of intestinal flora by FMT may be a new choice for the treatment of T1DM patients with malnutrition.
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  • 文章类型: Case Reports
    阿斯伯格综合征(AS)是一种慢性神经发育障碍。尽管所有临床诊断病例都显示正常的智力和言语功能,社会交往和沟通障碍严重影响心理健康和心理功能。除了传统的心理/行为训练和对症药物治疗,对肠道微生物群和心理健康的深入研究表明,益生菌(例如,鼠李糖乳杆菌)能有效减少AS的发生。粪便微生物移植(FMT)是一种生物治疗方法,涉及将健康供体的肠道微生物移植到患者的胃肠道中以改善肠道微环境。在这个案例报告中,我们描述了第一例接受FMT治疗的成人AS。该患者患有腹泻型肠易激综合征6年,症状为腹泻和腹痛。经过三轮FMT,腹泻和腹痛明显改善。此外,AS的症状也显著改善.我们发现FMT改变了肠道微生物群的结构以及患者的血清代谢产物,这些变化与患者的症状一致。代谢物可能会影响信号通路,正如京都基因百科全书和基因组富集分析所揭示的那样。FMT后微生物代谢物的变化可能会影响其他区域(例如,神经系统)通过循环系统,因此,细菌-肠道-血脑轴可能是FMT缓解AS的手段。
    Asperger syndrome (AS) is a chronic neurodevelopmental disorder. Although all of the clinically diagnosed cases display normal intelligence and speech functions, barriers in social interaction and communication seriously affect mental health and psychological function. In addition to traditional psychological/behavioral training and symptomatic medication, in-depth studies of intestinal microbiota and mental health have indicated that probiotics (e.g., Lactobacillus rhamnosus) can effectively reduce the occurrence of AS. Fecal microbiota transplantation (FMT) is a type of biological therapy that involves the transplant of intestinal microbiota from healthy donors into the patient\'s gastrointestinal tract to improve the gut microenvironment. In this case report, we describe the first case of adult AS treated with FMT. The patient suffered from diarrhea-predominant irritable bowel syndrome for 6 years with symptoms of diarrhea and abdominal pain. After three rounds of FMT, the diarrhea and abdominal pain were significantly improved. Moreover, the symptoms of AS were also significantly ameliorated. We found that FMT changed the structure of the intestinal microbiota as well as the patient\'s serum metabolites, and these changes were consistent with the patient\'s symptoms. The metabolites may affect signaling pathways, as revealed by Kyoto Encyclopedia of Genes and Genomes enrichment analysis. The changes in microbial metabolites following FMT may affect other regions (e.g., the nervous system) via the circulatory system, such that the bacteria-gut-blood-brain axis may be the means through which FMT mitigates AS.
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  • 文章类型: Case Reports
    红孔菌,临床样本中越来越被认可的细菌,通过对一名55岁的结肠穿孔患者的阳性血培养液进行直接宏基因组测序鉴定。抗生素治疗和手术干预均清除了菌血症。这是美国首例报告的香港梭菌感染病例。
    Catabacter hongkongensis, an increasingly recognized bacteria in clinical samples, was identified by direct metagenomic sequencing of positive blood culture fluid from a 55-year-old patient with colonic perforation. The bacteremia was cleared by both antibiotic treatment and surgical intervention. This is the first case report of C. hongkongensis infection in the US.
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