Microbial biomarker

微生物生物标志物
  • 文章类型: Journal Article
    精液,曾经被认为是无菌的,现在被认为构成了一个复杂而动态的环境,该环境由多样化的微生物群落居住。然而,对鸡的精液微生物群的研究是有限的,不同鸡种之间的微生物群差异在很大程度上仍未被探索。在这项研究中,我们收集了北京油鸡(BYC)和藏鸡(TC)的精液样本,并使用16SrRNA基因测序探索了微生物群的特征。此外,我们从TC收集泄殖腔样本以控制环境污染。结果表明,精液中的微生物群落与泄殖腔中的微生物群落存在显着差异。BYC和TC精液中主要有厚壁菌和放线菌,分别,乳杆菌属和Phylbacterium是每组中的优势属。此外,BYC的精液微生物群表现出比TC更大的丰富度和均匀度。主坐标分析(PCoA)表明BYC和TC的精微生物之间存在显着组间差异。随后,通过将线性判别分析效应大小和随机森林分析相结合,我们确定乳酸杆菌是BYC精液中的优势微生物,而林杆菌在TC精液中占主导地位。此外,共现网络分析显示,BYC组比TC组的网络更复杂。此外,在每个品种中观察到独特的微生物功能特征,TC表现出的代谢特征可能与其适应高海拔环境的能力有关。这项研究的结果强调了鸡精液中存在的独特微生物群,这可能会受到遗传学和进化史的影响。在低海拔和高海拔品种之间观察到显着差异,强调种子微生物群对繁殖和高海拔适应的品种特异性影响。
    Seminal fluid, once believed to be sterile, is now recognized as constituting a complex and dynamic environment inhabited by a diverse community of micro-organisms. However, research on the seminal microbiota in chickens is limited, and microbiota variations among different chicken breeds remain largely unexplored. In this study, we collected semen samples from Beijing You Chicken (BYC) and Tibetan Chicken (TC) and explored the characteristics of the microbiota using 16S rRNA gene sequencing. Additionally, we collected cloacal samples from the TC to control for environmental contamination. The results revealed that the microbial communities in the semen were significantly different from those in the cloaca. Firmicutes and Actinobacteriota were the predominant phyla in BYC and TC semen, respectively, with Lactobacillus and Phyllobacterium being the dominant genera in each group. Additionally, the seminal microbiota of BYC exhibited greater richness and evenness than that of TC. Principal coordinate analysis (PCoA) indicated significant intergroup differences between the seminal microbiotas of BYC and TC. Subsequently, by combining linear discriminant analysis effect size and random forest analyses, we identified Lactobacillus as the predominant microorganism in BYC semen, whereas Phyllobacterium dominated in TC semen. Furthermore, co-occurrence network analysis revealed a more intricate network in the BYC group than in the TC group. Additionally, unique microbial functional characteristics were observed in each breed, with TC exhibiting metabolic features potentially associated with their ability to adapt to high-altitude environments. The results of this study emphasized the unique microbiota present in chicken semen, which may be influenced by genetics and evolutionary history. Significant variations were observed between low-altitude and high-altitude breeds, highlighting the breed-specific implications of the seminal microbiota for reproduction and high-altitude adaptation.
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  • 文章类型: Journal Article
    背景:卵巢浆液性囊腺癌,约占卵巢癌的90%,经常被诊断为晚期,导致治疗效果欠佳。鉴于这种疾病的恶性,用于准确预测和个性化治疗的有效生物标志物仍然是临床迫切需要。
    方法:在本研究中,我们分析了453个卵巢浆液性囊腺癌和68个邻近非癌样本的微生物含量。使用单变量Cox回归模型来鉴定与生存显着相关的微生物,并使用LASSOCox回归分析构建预后风险评分模型。随后根据风险评分将患者分为高风险和低风险组。
    结果:生存分析显示,低危组患者的总生存率更高。为了便于预测模型的可视化,构建了列线图。对两组患者的免疫细胞浸润和免疫检查点基因表达进行分析,结果显示,这两个参数均与风险水平呈正相关,表明高风险组的免疫反应增加。
    结论:我们的研究结果表明,卵巢浆液性囊腺癌的微生物谱可以作为可行的临床预后指标。这项研究为肿瘤内微生物群落对疾病预后的潜在影响提供了新的见解,并为针对这些微生物的未来治疗干预措施开辟了途径。
    BACKGROUND: Ovarian serous cystadenocarcinoma, accounting for about 90% of ovarian cancers, is frequently diagnosed at advanced stages, leading to suboptimal treatment outcomes. Given the malignant nature of the disease, effective biomarkers for accurate prediction and personalized treatment remain an urgent clinical need.
    METHODS: In this study, we analyzed the microbial contents of 453 ovarian serous cystadenocarcinoma and 68 adjacent non-cancerous samples. A univariate Cox regression model was used to identify microorganisms significantly associated with survival and a prognostic risk score model constructed using LASSO Cox regression analysis. Patients were subsequently categorized into high-risk and low-risk groups based on their risk scores.
    RESULTS: Survival analysis revealed that patients in the low-risk group had a higher overall survival rate. A nomogram was constructed for easy visualization of the prognostic model. Analysis of immune cell infiltration and immune checkpoint gene expression in both groups showed that both parameters were positively correlated with the risk level, indicating an increased immune response in higher risk groups.
    CONCLUSIONS: Our findings suggest that microbial profiles in ovarian serous cystadenocarcinoma may serve as viable clinical prognostic indicators. This study provides novel insights into the potential impact of intratumoral microbial communities on disease prognosis and opens avenues for future therapeutic interventions targeting these microorganisms.
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  • 文章类型: Journal Article
    微生物组在受孕过程和妊娠结局中起着至关重要的作用。生育年龄妇女微生物组稳态的破坏可导致各种妊娠并发症,这对母亲和胎儿的健康有很大的影响。最近的研究已经将女性生殖道(FRT)中的微生物组与辅助生殖技术(ART)结果相关联。恢复微生物组平衡已被证明可以改善不育夫妇的生育能力。这篇综述概述了微生物组在女性生殖健康中的作用。包括其对妊娠结局和ARTs的影响。此外,总结了微生物生物标志物作为妊娠疾病指标的最新进展。全面了解孕前和孕期微生物组的特点及其对生殖健康的影响,将极大地促进孕产妇和胎儿的健康。这些知识也可以促进基于抗逆转录病毒疗法和微生物组的干预措施的发展。
    The microbiome plays a critical role in the process of conception and the outcomes of pregnancy. Disruptions in microbiome homeostasis in women of reproductive age can lead to various pregnancy complications, which significantly impact maternal and fetal health. Recent studies have associated the microbiome in the female reproductive tract (FRT) with assisted reproductive technology (ART) outcomes, and restoring microbiome balance has been shown to improve fertility in infertile couples. This review provides an overview of the role of the microbiome in female reproductive health, including its implications for pregnancy outcomes and ARTs. Additionally, recent advances in the use of microbial biomarkers as indicators of pregnancy disorders are summarized. A comprehensive understanding of the characteristics of the microbiome before and during pregnancy and its impact on reproductive health will greatly promote maternal and fetal health. Such knowledge can also contribute to the development of ARTs and microbiome-based interventions.
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  • 文章类型: Journal Article
    人口老龄化是全球卫生框架面临的重大挑战。不健康的衰老往往伴随着心血管疾病等慢性疾病,糖尿病,和癌症,这损害了老年人的福利。基于衰老是不可避免的,但延缓衰老是可以实现的,灵活的老化表征和高效的抗衰老成为健康衰老的当务之急。肠道微生物组,作为与生物体相互作用的最具活力的组成部分,可以通过其自身的结构和代谢产物影响衰老过程,因此具有成为理想的衰老相关生物标志物和干预策略的潜力.本文综述了肠道菌群作为衰老相关微生物生物标志物在诊断衰老状态和监测抗衰老干预效果中的价值。最终指出了维持健康衰老的微生物干预策略的未来前景。
    Population aging is a substantial challenge for the global sanitation framework. Unhealthy aging tends to be accompanied by chronic diseases such as cardiovascular disease, diabetes, and cancer, which undermine the welfare of the elderly. Based on the fact that aging is inevitable but retarding aging is attainable, flexible aging characterization and efficient anti-aging become imperative for healthy aging. The gut microbiome, as the most dynamic component interacting with the organism, can affect the aging process through its own structure and metabolites, thus holding the potential to become both an ideal aging-related biomarker and an intervention strategy. This review summarizes the value of applying gut microbiota as aging-related microbial biomarkers in diagnosing aging state and monitoring the effect of anti-aging interventions, ultimately pointing to the future prospects of microbial intervention strategies in maintaining healthy aging.
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  • 文章类型: Journal Article
    微生物,包括细菌,病毒,真菌,和其他真核生物,通常存在于人体的多个器官中,并且对生理和病理过程都有重要贡献。如今,测序技术的发展揭示了肿瘤内微生物群的存在和组成,其中包括梭杆菌属,双歧杆菌,和拟杆菌,并阐明了在结直肠癌(CRC)进展中的重要参与。这里,我们总结了目前对CRC肿瘤内微生物群的理解,并概述了其在诊断中的潜在转化和临床应用,预防,以及CRC的治疗。我们专注于回顾针对肿瘤内微生物群的微生物疗法的发展,以提高化疗和免疫治疗对CRC的疗效和安全性,并确定用于CRC诊断和预后的生物标志物。最后,我们强调了将肿瘤内微生物群知识转化为临床实践的障碍和潜在解决方案.
    Microbes, including bacteria, viruses, fungi, and other eukaryotic organisms, are commonly present in multiple organs of the human body and contribute significantly to both physiological and pathological processes. Nowadays, the development of sequencing technology has revealed the presence and composition of the intratumoral microbiota, which includes Fusobacterium, Bifidobacteria, and Bacteroides, and has shed light on the significant involvement in the progression of colorectal cancer (CRC). Here, we summarized the current understanding of the intratumoral microbiota in CRC and outline the potential translational and clinical applications in the diagnosis, prevention, and treatment of CRC. We focused on reviewing the development of microbial therapies targeting the intratumoral microbiota to improve the efficacy and safety of chemotherapy and immunotherapy for CRC and to identify biomarkers for the diagnosis and prognosis of CRC. Finally, we emphasized the obstacles and potential solutions to translating the knowledge of the intratumoral microbiota into clinical practice.
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  • 文章类型: Journal Article
    子宫内膜癌,主要的妇科恶性肿瘤,受到子宫微生物群的深刻影响,是疾病预后和治疗的关键因素。我们的研究强调了子宫内膜癌中独特的微生物组成与邻近的非癌组织相比,揭示了癌组织中p_放线菌的主要存在,而不是周围区域的p_Firmicutes。通过综合分析,我们在癌症组织中发现了485种独特的微生物,其中26例与患者预后相关。采用单变量Cox回归和LASSO回归分析,我们设计了一个微生物风险评分模型,有效地将患者分为高风险和低风险类别,从而为他们的整体生存提供预测性见解。我们进一步开发了一个包含微生物风险评分和年龄的列线图,grade,和临床分期,显着提高了我们的子宫内膜癌临床预测模型的准确性。此外,我们的研究探讨了高风险和低风险患者的差异免疫状况.低风险组显示活化B细胞和增加T细胞共刺激的患病率较高,表明一个强大的免疫反应。相反,高风险患者表现出升高的肿瘤免疫功能障碍和排除评分,提示免疫治疗效果较差。值得注意的是,在低风险组中,IPS-CTLA4和PD1/PD-L1/PD-L2阻滞剂的疗效明显更高,指向反应更灵敏的免疫治疗方法。总之,我们的研究阐明了子宫内膜癌和邻近组织中独特的微生物模式,并同时建立微生物风险评分模型和临床预测列线图。这些发现强调了子宫微生物群作为定制治疗策略的生物标志物的潜力。为高风险患者提供精确干预,同时防止低风险病例的过度治疗。这项研究强调了微生物群在定制免疫疗法中的作用,为子宫内膜癌的治疗和预后提供了新的视角。重要的是,我们研究的扩展样本分析来自TCGA-UCEC队列,采用线性判别分析效应大小方法,不仅验证,而且增强了我们对微生物群在子宫内膜癌中的作用的理解,为其管理中的新诊断和治疗方法铺平了道路。
    Endometrial cancer, a leading gynecological malignancy, is profoundly influenced by the uterine microbiota, a key factor in disease prognosis and treatment. Our study underscores the distinct microbial compositions in endometrial cancer compared to adjacent non-cancerous tissues, revealing a dominant presence of p_Actinobacteria in cancerous tissues as opposed to p_Firmicutes in surrounding areas. Through comprehensive analysis, we identified 485 unique microorganisms in cancer tissues, 26 of which correlate with patient prognosis. Employing univariate Cox regression and LASSO regression analyses, we devised a microbial risk scoring model, effectively stratifying patients into high and low-risk categories, thereby providing predictive insights into their overall survival. We further developed a nomogram that incorporates the microbial risk score along with age, grade, and clinical stage, significantly enhancing the accuracy of our clinical prediction model for endometrial cancer. Moreover, our study delves into the differential immune landscapes of high-risk and low-risk patients. The low-risk group displayed a higher prevalence of activated B cells and increased T cell co-stimulation, indicative of a robust immune response. Conversely, high-risk patients showed elevated tumor immune dysfunction and exclusion scores, suggesting less favorable outcomes in immunotherapy. Notably, the efficacy of IPS-CTLA4 and PD1/PD-L1/PD-L2 blockers was substantially higher in the low-risk group, pointing to a more responsive immunotherapeutic approach. In summary, our research elucidates the unique microbial patterns in endometrial cancer and adjacent tissues, and establishes both a microbial risk score model and a clinical prediction nomogram. These findings highlight the potential of uterine microbiota as a biomarker for customizing treatment strategies, enabling precise interventions for high-risk patients while preventing overtreatment in low-risk cases. This study emphasizes the microbiota\'s role in tailoring immunotherapy, offering a novel perspective in the treatment and prognosis of endometrial cancer. Significantly, our study\'s expansive sample analysis from the TCGA-UCEC cohort, employing linear discriminant analysis effect size methodology, not only validates but also enhances our understanding of the microbiota\'s role in endometrial cancer, paving the way for novel diagnostic and therapeutic approaches in its management.
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  • 文章类型: Journal Article
    肺部的微生物群,gut,gut和口腔与肺癌的发生和进展有关。虽然在早期的研究中已经初步建立了相关性,深入研究微生物介导的致癌机制将使我们的理解从相关性扩展到因果关系。基于微生物组和肺癌之间的因果关系,微生物生物标志物的新概念已经出现,主要包括癌症特异性细菌和循环微生物组DNA。它们可能作为肺癌早期检测的无创液体活检技术。此外,潜在的微生物疗法已在肺癌治疗中显示出初步疗效,为治疗干预提供多种途径。在这里,我们将讨论微生物影响肺癌发生和发展的分子机制和信号通路。此外,我们将总结作为肿瘤液体活检技术成员的微生物生物标志物的最新发现,并概述各种微生物辅助/介导的肺癌治疗方法的最新进展.
    Microbiomes in the lung, gut, and oral cavity are correlated with lung cancer initiation and progression. While correlations have been preliminarily established in earlier studies, delving into microbe-mediated carcinogenic mechanisms will extend our understanding from correlation to causation. Building upon the causative relationships between microbiome and lung cancer, a novel concept of microbial biomarkers has emerged, mainly encompassing cancer-specific bacteria and circulating microbiome DNA. They might function as noninvasive liquid biopsy techniques for lung cancer early detection. Furthermore, potential microbial therapies have displayed initial efficacy in lung cancer treatment, providing multiple avenues for therapeutic intervention. Herein, we will discuss the molecular mechanisms and signaling pathways through which microbes influence lung cancer initiation and development. Additionally, we will summarize recent findings on microbial biomarkers as a member of tumor liquid biopsy techniques and provide an overview of the latest advances in various microbe-assisted/mediated therapeutic approaches for lung cancer.
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  • 文章类型: Journal Article
    微生物在当代癌症研究中至关重要,影响癌症的各种生物学行为。以前认为肺是无菌的,由于在下气道和肺中发现了微生物群,甚至在肿瘤组织内。生物技术的进步使得肿瘤内微生物群与肺癌之间的关联得以揭示。尽管如此,肺癌中肿瘤内微生物群的起源和致瘤性仍然存在。此外,越来越多的证据表明,肿瘤内微生物群可能作为癌症诊断的新兴生物标志物,预后,甚至是多种癌症类型的治疗靶点,包括肺癌.然而,关于肿瘤内微生物群在肺癌中的作用的研究仍处于起步阶段,需要更深入的探索。在这里,本文对以下领域的最新进展进行了广泛的回顾,包括1)用于研究肺癌肿瘤内微生物群的成熟和新兴生物技术,2)从易位的角度分析肿瘤内微生物群与肺癌之间的因果关系,癌变和转移,3)肿瘤内微生物群作为肺癌诊断和预后的新型生物标志物的潜在应用,和4)通过调节肿瘤内微生物群进行有前途的肺癌治疗。此外,这篇评论解决了这些局限性,挑战,和未来的研究前景集中在肺癌的肿瘤内微生物群。
    Microbes are pivotal in contemporary cancer research, influencing various biological behaviors in cancer. The previous notion that the lung was sterile has been destabilized by the discovery of microbiota in the lower airway and lung, even within tumor tissues. Advances of biotechnology enable the association between intratumor microbiota and lung cancer to be revealed. Nonetheless, the origin and tumorigenicity of intratumor microbiota in lung cancer still remain implicit. Additionally, accumulating evidence indicates that intratumor microbiota might serve as an emerging biomarker for cancer diagnosis, prognosis, and even a therapeutic target across multiple cancer types, including lung cancer. However, research on intratumor microbiota\'s role in lung cancer is still nascent and warrants more profound exploration. Herein, this paper provides an extensive review of recent advancements in the following fields, including 1) established and emerging biotechnologies utilized to study intratumor microbiota in lung cancer, 2) causation between intratumor microbiota and lung cancer from the perspectives of translocation, cancerogenesis and metastasis, 3) potential application of intratumor microbiota as a novel biomarker for lung cancer diagnosis and prognosis, and 4) promising lung cancer therapies via regulating intratumor microbiota. Moreover, this review addresses the limitations, challenges, and future prospects of studies focused on intratumor microbiota in lung cancer.
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  • 文章类型: Journal Article
    微生物坏死碳(MNC)是SOC的稳定部分,构成了陆地生态系统中大部分的碳库。然而,MNC对造林过程中SOC积累的贡献尚不清楚,特别是在深层土壤中。通过对我国黄土高原地区森林演替序列和显著深度土壤剖面的采集和生物标志物分析,研究了跨国公司的垂直分布特征及其控制。结果发现,MNC含量随着演替而增加,随着土壤深度的增加而降低。平均而言,高潮森林的MNC含量是农田的2.23倍。FNC:BNC比值随植被演替而增加,随土壤深度而降低。尽管MNC含量随着土壤深度的增加而降低,坏死物质积累系数增加。先锋林深层土壤(60-100cm)中MNC对SOC的贡献比农田高10%以上,表明造林对深层土壤中的MNC稳定和积累具有相对积极的影响。微生物生物量和土壤养分特征(即,TN,SOC,DOC,和DON)是在农田向森林的演替中介导跨国公司积累的重要因素。这些发现证明了跨国公司在深层土壤中的潜力,并为基于碳泵理论在区域尺度上的可持续造林管理提供了科学指导。
    Microbial necromass carbon (MNC) is a stable part of SOC that makes up most of the C pool in land ecosystem. However, the contribution of MNC to SOC accumulation during afforestation is still unclear, particularly in the deep soil. Based on the collection and biomarker analysis of the forest succession sequence and soil profiles with significant depth on the Loess Plateau located China, we study the vertical distribution characteristics and control of MNC. The results found that MNC content increased with succession and decreased with soil depth. On average, the MNC content of a climax forest was 2.23 times higher than that of farmland. The FNC:BNC ratio increased with vegetation succession and decreased with soil depth. Although the MNC content decreased with soil depth, the necromass accumulation coefficient increased. The contribution of MNC to SOC in deep soil (60-100 cm) of pioneer forest was more than 10 % higher than that of farmland, suggesting that afforestation had a relatively positive effect on MNC stabilization and accumulation in deep soils. The microbial biomass and soil nutrient characteristics (i.e., TN, SOC, DOC, and DON) are important factors in mediating the accumulation of MNC in the succession of farmland to forest. These findings demonstrate the potential of MNC in deep soil and provide scientific guidance for sustainable reforestation management based on the carbon pump theory at regional scales.
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  • 文章类型: Journal Article
    水产养殖动物在水中饲养,它们在整个生命周期中与各种微生物关系密切,因为其中一些微生物可能参与宿主的健康或生理。在水产养殖孵化场,了解天然海水微生物群之间存在的相互作用,饲养水微生物群,幼虫阶段和幼虫健康状况,可能允许建立微生物代理来监测饲养生态系统。的确,这些代理可以帮助确定虾幼虫发育的最佳微生物群,并最终帮助微生物管理。
    在这种情况下,我们监测了太平洋蓝虾对虾孵化场养殖水中活性微生物群的每日组成。分析了两种不同的饲养条件;一种将抗生素添加到饲养水中,一种不含抗生素。在这个饲养过程中,观察到存活率高的健康幼虫和死亡率高的不健康幼虫。利用水微生物群16SrRNA基因V4区的HiSeq测序,加上生态技术和统计分析,我们的目的是区分与特定幼虫阶段高死亡率相关的微生物类群。
    我们强调,无论幼虫的存活率如何,饲养水的活性微生物群都是高度动态的。在带有抗生素饲养的健康幼虫的水中与没有抗生素饲养的不健康幼虫之间,显示了微生物组成的明显区别。然而,很难解开抗生素添加和幼虫死亡对饲养水活性微生物群的影响。除了具有良好存活率的zoea外,饲养水的各种活性类群对给定的幼虫阶段和存活率具有特异性。将这些社区与泻湖的社区进行比较,似乎许多分类群最初是在天然海水中检测到的。这突出了泻湖的微生物组成对饲养水微生物群的重要性。考虑到幼虫的阶段和幼虫的生存,我们强调了几个属:Nautella,Leisingera,Ruegerira,Alconivorax,Marinobacter和Tenacibaculum,可能对幼虫的生存有益,在饲养的水中,克服了战略微生物和/或推定的病原体。这些属的成员也可能充当幼虫的益生菌。Marivita,Aestuariicoccus,HIMB11和Nioella,似乎不利于幼虫的生存,并且可能与即将发生的幼虫死亡有关。所有这些健康或不健康幼虫的特定生物标志物,可以用作天然海水中的早期常规检测代理,然后在幼虫饲养的第一天,并可能有助于管理饲养水的微生物群,并为幼虫选择有益的微生物。
    Aquacultured animals are reared in water hosting various microorganisms with which they are in close relationships during their whole lifecycle as some of these microorganisms can be involved in their host\'s health or physiology. In aquaculture hatcheries, understanding the interactions existing between the natural seawater microbiota, the rearing water microbiota, the larval stage and the larval health status, may allow the establishment of microbial proxies to monitor the rearing ecosystems. Indeed, these proxies could help to define the optimal microbiota for shrimp larval development and could ultimately help microbial management.
    In this context, we monitored the daily composition of the active microbiota of the rearing water in a hatchery of the Pacific blue shrimp Penaeus stylirostris. Two distinct rearing conditions were analyzed; one with antibiotics added to the rearing water and one without antibiotics. During this rearing, healthy larvae with a high survival rate and unhealthy larvae with a high mortality rate were observed. Using HiSeq sequencing of the V4 region of the 16S rRNA gene of the water microbiota, coupled with zootechnical and statistical analysis, we aimed to distinguish the microbial taxa related to high mortality rates at a given larval stage.
    We highlight that the active microbiota of the rearing water is highly dynamic whatever the larval survival rate. A clear distinction of the microbial composition is shown between the water harboring heathy larvae reared with antibiotics versus the unhealthy larvae reared without antibiotics. However, it is hard to untangle the effects of the antibiotic addition and of the larval death on the active microbiota of the rearing water. Various active taxa of the rearing water are specific to a given larval stage and survival rate except for the zoea with a good survival rate. Comparing these communities to those of the lagoon, it appears that many taxa were originally detected in the natural seawater. This highlights the great importance of the microbial composition of the lagoon on the rearing water microbiota. Considering the larval stage and larval survival we highlight that several genera: Nautella, Leisingera, Ruegerira, Alconivorax, Marinobacter and Tenacibaculum, could be beneficial for the larval survival and may, in the rearing water, overcome the r-strategist microorganisms and/or putative pathogens. Members of these genera might also act as probiotics for the larvae. Marivita, Aestuariicocccus, HIMB11 and Nioella, appeared to be unfavorable for the larval survival and could be associated with upcoming and occurring larval mortalities. All these specific biomarkers of healthy or unhealthy larvae, could be used as early routine detection proxies in the natural seawater and then during the first days of larval rearing, and might help to manage the rearing water microbiota and to select beneficial microorganisms for the larvae.
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