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The role of fluid friction in streamer formation and biofilm growth. 流体摩擦在流线形成和生物膜生长中的作用。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-15 DOI: 10.1038/s41522-024-00633-2
Cornelius Wittig, Michael Wagner, Romain Vallon, Thomas Crouzier, Wouter van der Wijngaart, Harald Horn, Shervin Bagheri

Biofilms constitute one of the most common forms of living matter, playing an increasingly important role in technology, health, and ecology. While it is well established that biofilm growth and morphology are highly dependent on the external flow environment, the precise role of fluid friction has remained elusive. We grew Bacillus subtilis biofilms on flat surfaces of a channel in a laminar flow at wall shear stresses spanning one order of magnitude (τw = 0.068 Pa to τw = 0.67 Pa). By monitoring the three-dimensional distribution of biofilm over seven days, we found that the biofilms consist of smaller microcolonies, shaped like leaning pillars, many of which feature a streamer in the form of a thin filament that originates near the tip of the pillar. While the shape, size, and distribution of these microcolonies depend on the imposed shear stress, the same structural features appear consistently for all shear stress values. The formation of streamers occurs after the development of a base structure, suggesting that the latter induces a secondary flow that triggers streamer formation. Moreover, we observed that the biofilm volume grows approximately linearly over seven days for all shear stress values, with a growth rate inversely proportional to the wall shear stress. We develop a scaling model, providing insight into the mechanisms by which friction limits biofilm growth.

生物膜是生物物质最常见的形式之一,在科技、健康和生态领域发挥着越来越重要的作用。虽然已经确定生物膜的生长和形态高度依赖于外部流动环境,但流体摩擦的确切作用仍然难以捉摸。我们在层流通道的平面上培养枯草芽孢杆菌生物膜,其壁面剪切应力跨越一个数量级(τw = 0.068 Pa至τw = 0.67 Pa)。通过监测生物膜在7天内的三维分布,我们发现生物膜由更小的微菌落组成,形状像倾斜的柱子,其中许多都有细丝形式的流带,起源于柱子尖端附近。虽然这些小菌落的形状、大小和分布取决于施加的剪切应力,但相同的结构特征在所有剪切应力值下都表现一致。拖缆的形成发生在基底结构发育之后,表明基底结构诱发了二次流,从而触发了拖缆的形成。此外,我们观察到,在所有剪切应力值下,生物膜体积在7天内近似线性增长,增长率与壁面剪切应力成反比。我们开发了一个缩放模型,提供了深入了解摩擦限制生物膜生长的机制。
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引用次数: 0
Deep generative modeling of annotated bacterial biofilm images. 对有注释的细菌生物膜图像进行深度生成建模。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-14 DOI: 10.1038/s41522-025-00647-4
Angelina A Holicheva, Konstantin S Kozlov, Daniil A Boiko, Maxim S Kamanin, Daria V Provotorova, Nikita I Kolomoets, Valentine P Ananikov

Biofilms are critical for understanding environmental processes, developing biotechnology applications, and progressing in medical treatments of various infections. Nowadays, a key limiting factor for biofilm analysis is the difficulty in obtaining large datasets with fully annotated images. This study introduces a versatile approach for creating synthetic datasets of annotated biofilm images with employing deep generative modeling techniques, including VAEs, GANs, diffusion models, and CycleGAN. Synthetic datasets can significantly improve the training of computer vision models for automated biofilm analysis, as demonstrated with the application of Mask R-CNN detection model. The approach represents a key advance in the field of biofilm research, offering a scalable solution for generating high-quality training data and working with different strains of microorganisms at different stages of formation. Terabyte-scale datasets can be easily generated on personal computers. A web application is provided for the on-demand generation of biofilm images.

生物膜对于了解环境过程、开发生物技术应用以及在各种感染的医学治疗中取得进展至关重要。目前,生物膜分析的一个关键限制因素是难以获得具有完整注释图像的大型数据集。本研究介绍了一种通用的方法,通过使用深度生成建模技术,包括VAEs、gan、扩散模型和CycleGAN,来创建带注释的生物膜图像的合成数据集。合成数据集可以显著提高自动生物膜分析的计算机视觉模型的训练,Mask R-CNN检测模型的应用证明了这一点。该方法代表了生物膜研究领域的一项关键进展,为生成高质量的训练数据和处理不同形成阶段的不同微生物菌株提供了可扩展的解决方案。tb规模的数据集可以很容易地在个人电脑上生成。为按需生成生物膜图像提供了一个web应用程序。
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引用次数: 0
Life stage impact on the human skin ecosystem: lipids and the microbial community. 生命阶段对人体皮肤生态系统的影响:脂质和微生物群落。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-13 DOI: 10.1038/s41522-025-00652-7
Martin P Pagac, Bala Davient, Luca Antonio Plado, Hilbert Yuen In Lam, Shi Mun Lee, Aarthi Ravikrishnan, Wee Ling Esther Chua, Sneha Muralidharan, Aishwarya Sridharan, Antony S Irudayaswamy, Ramasamy Srinivas, Stephen Wearne, Ahmad Nazri Mohamed Naim, Eliza Xin Pei Ho, H Q Amanda Ng, Junmei Samantha Kwah, Eileen Png, Anne K Bendt, Markus R Wenk, Federico Torta, Niranjan Nagarajan, John Common, Yap Seng Chong, Elizabeth Huiwen Tham, Lynette Pei-Chi Shek, Evelyn Xiu Ling Loo, John Chambers, Yik Weng Yew, Marie Loh, Thomas L Dawson

Sebaceous free fatty acids are metabolized by multiple skin microbes into bioactive lipid mediators termed oxylipins. This study investigated correlations between skin oxylipins and microbes on the superficial skin of pre-pubescent children (N = 36) and adults (N = 100), including pre- (N = 25) and post-menopausal females (N = 25). Lipidomics and metagenomics revealed that Malassezia restricta positively correlated with the oxylipin 9,10-DiHOME on adult skin and negatively correlated with its precursor, 9,10-EpOME, on pre-pubescent skin. Co-culturing Malassezia with keratinocytes demonstrated a link between 9,10-DiHOME and pro-inflammatory cytokines IL-1β and IL-6 production. We also observed strong correlations between other skin oxylipins and microbial taxa, highlighting life stage differences in sebum production and microbial community composition. Our findings imply a complex host-microbe communication system mediated by lipid metabolism occurring on human skin, warranting further research into its role in skin health and disease and paving the way towards novel therapeutic targets and treatments.

皮脂腺游离脂肪酸被多种皮肤微生物代谢成生物活性脂质介质,称为氧化脂质。本研究调查了青春期前儿童(N = 36)和成人(N = 100),包括绝经前(N = 25)和绝经后女性(N = 25)皮肤表面氧化脂素与微生物之间的相关性。脂质组学和宏基因组学结果显示,限制马拉色菌与成人皮肤上的氧脂素9,10- dihome呈正相关,与其前体9,10- epome呈负相关。马拉色菌与角质形成细胞共培养表明9,10- dihome与促炎细胞因子IL-1β和IL-6的产生有关。我们还观察到其他皮肤氧化脂素与微生物类群之间存在很强的相关性,突出了皮脂生成和微生物群落组成在生命阶段的差异。我们的研究结果表明,人体皮肤上存在一个由脂质代谢介导的复杂宿主-微生物通讯系统,值得进一步研究其在皮肤健康和疾病中的作用,并为新的治疗靶点和治疗铺平道路。
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引用次数: 0
Hypermutability bypasses genetic constraints in SCV phenotypic switching in Pseudomonas aeruginosa biofilms. 铜绿假单胞菌生物膜中SCV表型转换的超易变性绕过遗传限制。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-13 DOI: 10.1038/s41522-024-00644-z
Romina A Tobares, Román A Martino, Claudia A Colque, Gaston L Castillo Moro, Alejandro J Moyano, Andrea G Albarracín Orio, Andrea M Smania

Biofilms are critical in the persistence of Pseudomonas aeruginosa infections, particularly in cystic fibrosis patients. This study explores the adaptive mechanisms behind the phenotypic switching between Small Colony Variants (SCVs) and revertant states in P. aeruginosa biofilms, emphasizing hypermutability due to Mismatch Repair System (MRS) deficiencies. Through experimental evolution and whole-genome sequencing, we show that both wild-type and mutator strains undergo parallel evolution by accumulating compensatory mutations in factors regulating intracellular c-di-GMP levels, particularly in the Wsp and Yfi systems. While wild-type strains face genetic constraints, mutator strains bypass these by accessing alternative genetic pathways regulating c-di-GMP and biofilm formation. This increased genetic accessibility, driven by higher mutation rates and specific mutational biases, supports sustained cycles of SCV conversion and reversion. Our findings underscore the crucial role of hypermutability in P. aeruginosa adaptation, with significant implications for managing persistent infections in clinical settings.

生物膜对铜绿假单胞菌感染的持续存在至关重要,特别是在囊性纤维化患者中。本研究探讨了铜绿假单胞菌生物膜中小菌落变异(scv)和逆转状态之间表型转换背后的适应机制,强调了错配修复系统(MRS)缺陷导致的超易变性。通过实验进化和全基因组测序,我们发现野生型和突变菌株都通过在调节细胞内c-di-GMP水平的因子中积累代偿性突变进行平行进化,特别是在Wsp和Yfi系统中。当野生型菌株面临遗传限制时,突变菌株通过调节c-di-GMP和生物膜形成的替代遗传途径绕过这些限制。由于较高的突变率和特定的突变偏差,这种增加的遗传可及性支持了SCV转化和逆转的持续循环。我们的研究结果强调了高变异性在铜绿假单胞菌适应中的关键作用,对临床环境中持续感染的管理具有重要意义。
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引用次数: 0
High interindividual variability of indoxyl sulfate production identified by an oral tryptophan challenge test. 通过口服色氨酸激发试验确定的硫酸吲哚酚生产的高个体间变异性。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-13 DOI: 10.1038/s41522-025-00651-8
Ting-Yun Lin, Wei-Kai Wu, Szu-Chun Hung

Indoxyl sulfate (IS) has been implicated in the pathogenesis of cardiovascular diseases. IS is converted from indole, a metabolite of dietary tryptophan through the action of gut microbial tryptophanase, by two hepatic enzymes: CYP2E1 and SULT1A1. We hypothesized that the effect of tryptophan intake on IS production might differ from person to person. We enrolled 72 healthy persons (33 ± 7 years; 54.2% women) to undergo an oral tryptophan challenge test (OTCT), in which 7 blood samples were collected at 0, 4, 8, 12, 24, 36, and 48 h following oral administration of L-tryptophan 2000 mg. We observed high interindividual variability of IS production in the response to an OTCT. Twenty-four subjects in the lowest tertile of the baseline-adjusted area under the curve of IS were defined as low-IS producers, whereas 24 subjects in the highest tertile were defined as high-IS producers. There was no significant difference in baseline characteristics or CYP2E1 and SULT1A1-SNP genotyping distributions between the two IS-producing phenotypes. However, distinct differences in gut microbial composition were identified. In addition, the abundance of tryptophanase was significantly higher in the high-IS producers than in the low-IS producers (P = 0.01). The OTCT may serve as personalized dietary guidance. High-IS producers are more likely to be at greater risk of cardiovascular diseases and may benefit from consuming foods low in tryptophan. Potential clinical applications of the OTCT in precision nutrition warrant further investigation.

硫酸吲哚酚(IS)与心血管疾病的发病机制有关。吲哚是膳食色氨酸的代谢物,通过肠道微生物色氨酸酶的作用,由两种肝酶CYP2E1和SULT1A1转化为IS。我们假设色氨酸摄入对IS产生的影响可能因人而异。我们招募了72名健康受试者(33±7岁;(54.2%的女性)接受口服色氨酸激发试验(OTCT),在口服l -色氨酸2000 mg后的0、4、8、12、24、36和48小时采集7份血液样本。我们观察到,在对OTCT的反应中,IS的产生具有很高的个体间变异性。在IS曲线下基线调整面积的最低分位数中,有24名受试者被定义为低IS生产者,而在最高分位数中,有24名受试者被定义为高IS生产者。两种产生is的表型之间的基线特征或CYP2E1和SULT1A1-SNP基因分型分布无显著差异。然而,肠道微生物组成存在明显差异。色氨酸酶丰度在高is菌群中显著高于低is菌群(P = 0.01)。OTCT可以作为个性化的饮食指导。高色氨酸生产者患心血管疾病的风险更大,可能从食用低色氨酸食物中受益。OTCT在精准营养中的潜在临床应用值得进一步研究。
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引用次数: 0
The oral-gut microbiota axis: a link in cardiometabolic diseases. 口腔-肠道微生物群轴:心脏代谢疾病的一个环节。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-10 DOI: 10.1038/s41522-025-00646-5
Qian Xu, Wenting Wang, Yiwen Li, Jing Cui, Mengmeng Zhu, Yanfei Liu, Yue Liu

The oral-gut microbiota axis plays a crucial role in cardiometabolic health. This review explores the interactions between these microbiomes through enteric, hematogenous, and immune pathways, resulting in disruptions in microbial balance and metabolic processes. These disruptions contribute to systemic inflammation, metabolic disorders, and endothelial dysfunction, which are closely associated with cardiometabolic diseases. Understanding these interactions provides insights for innovative therapeutic strategies to prevent and manage cardiometabolic diseases.

口腔-肠道微生物群轴在心脏代谢健康中起着至关重要的作用。本综述探讨了这些微生物群之间通过肠道、血源性和免疫途径产生的相互作用,从而导致微生物平衡和代谢过程的破坏。这些干扰会导致全身性炎症、代谢紊乱和内皮功能障碍,而这些都与心脏代谢疾病密切相关。了解这些相互作用可为预防和控制心脏代谢疾病的创新治疗策略提供启示。
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引用次数: 0
Gut microbes modulate the effects of the flavonoid quercetin on atherosclerosis. 肠道微生物调节类黄酮槲皮素对动脉粥样硬化的影响。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-10 DOI: 10.1038/s41522-024-00626-1
Kazuyuki Kasahara, Robert L Kerby, Ruben Aquino-Martinez, Abigail H Evered, Tzu-Wen L Cross, Jessica Everhart, Tyler K Ulland, Colin D Kay, Bradley W Bolling, Fredrik Bäckhed, Federico E Rey

Gut bacterial metabolism of dietary flavonoids results in the production of a variety of phenolic acids, whose contributions to health remain poorly understood. Here, we show that supplementation with the commonly consumed flavonoid quercetin impacted gut microbiome composition and resulted in a significant reduction in atherosclerosis burden in conventionally raised (ConvR) Apolipoprotein E (ApoE) knockout (KO) mice but not in germ-free (GF) ApoE KO mice. Metabolomic analysis revealed that consumption of quercetin significantly increased plasma levels of benzoylglutamic acid, 3,4 dihydroxybenzoic acid (3,4-DHBA) and its sulfate-conjugated form in ConvR mice, but not in GF mice supplemented with the flavonoid. Levels of these metabolites were negatively associated with atherosclerosis burden. Furthermore, we show that 3,4-DHBA prevented lipopolysaccharide (LPS)-induced decrease in transendothelial electrical resistance (TEER). These results suggest that the effects of quercetin on atherosclerosis are influenced by gut microbes and are potentially mediated by bacterial metabolites derived from the flavonoid.

肠道细菌代谢膳食中的类黄酮会产生多种酚酸,而这些酚酸对健康的贡献仍鲜为人知。在这里,我们发现补充常见的黄酮类化合物槲皮素会影响肠道微生物组的组成,并显著减轻传统饲养(ConvR)载脂蛋白E(ApoE)基因敲除(KO)小鼠的动脉粥样硬化负担,但不会减轻无菌(GF)载脂蛋白E基因敲除(KO)小鼠的动脉粥样硬化负担。代谢组学分析表明,食用槲皮素可显著提高ConvR小鼠血浆中苯甲酰谷氨酸、3,4-二羟基苯甲酸(3,4-DHBA)及其硫酸盐结合形式的水平,但在补充了类黄酮的GF小鼠中则没有这种现象。这些代谢物的水平与动脉粥样硬化负荷呈负相关。此外,我们还发现,3,4-DHBA 能防止脂多糖(LPS)诱导的跨内皮电阻(TEER)下降。这些结果表明,槲皮素对动脉粥样硬化的影响受到肠道微生物的影响,并且可能是由黄酮类化合物衍生的细菌代谢产物介导的。
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引用次数: 0
The blood pressure lowering effect of beetroot juice is impaired in periodontitis and recovered after periodontal treatment. 甜菜根汁的降血压作用在牙周炎中受损,经牙周治疗后恢复。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-09 DOI: 10.1038/s41522-024-00622-5
Nydia Y Sanchez-Orozco, Bob T Rosier, Alondra Ruiz-Gutierrez, Fabiola Marquez-Sandoval, Alejandro Artacho, Lucrecia Carrera-Quintanar, Alex Mira

We have previously demonstrated that subgingival levels of nitrate-reducing bacteria, as well as the in vitro salivary nitrate reduction capacity (NRC), were diminished in periodontitis patients, increasing after periodontal treatment. However, it remains unclear if an impaired NRC in periodontitis can affect systemic health. To determine this, the effect of nitrate-rich beetroot juice (BRJ) on blood pressure was determined in 15 periodontitis patients before and 70 days after periodontal treatment (i.e., professional mechanical plaque removal, oral hygiene instruction, and subgingival instrumentation), as well as in a healthy control group of 15 individuals. Additionally, subgingival and tongue samples were taken to analyse the bacterial composition with Illumina sequencing of the 16S rRNA gene. In healthy individuals, the systolic and diastolic blood pressure (SBP and DPB) decreased significantly (both P < 0.01) 90 min after BRJ intake, but not in periodontitis patients. However, after periodontal treatment, this blood pressure-lowering effect was recovered (P < 0.05 for SBP; P < 0.01 for DBP). Lower levels of salivary nitrate after identical doses of BRJ intake indicated a potentially higher NRC in healthy individuals (P < 0.05). Periodontitis-associated bacteria decreased in tongue and subgingival samples after periodontal treatment (P < 0.01). In contrast, nitrate-reducing bacteria were associated with health in both habitats, but increased only in subgingival plaque after periodontal treatment (P < 0.001). This is the first study showing that periodontitis could limit the blood-pressure lowering effects of nitrate reduction by the oral microbiota. We propose that an impaired NRC represents a potential link between periodontitis and systemic conditions, which should be confirmed in future randomized controlled trials. Future work should also aim to determine if nitrate prebiotic supplementation and/or tongue cleaning could improve the treatment of periodontitis and its associated comorbidities.

我们之前已经证明牙周炎患者的牙龈下硝酸盐还原细菌水平以及体外唾液硝酸盐还原能力(NRC)降低,在牙周治疗后增加。然而,目前尚不清楚牙周炎患者的NRC受损是否会影响全身健康。为了确定这一点,研究人员对15名牙周炎患者进行牙周治疗(即专业机械斑块清除、口腔卫生指导和牙龈下器械治疗)前和治疗后70天,以及15名健康对照组的患者进行了富含硝酸盐的甜菜根汁(BRJ)对血压的影响。此外,采用Illumina 16S rRNA基因测序方法对龈下和舌下样本进行细菌组成分析。在健康个体中,收缩压和舒张压(SBP和DPB)显著降低(P
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引用次数: 0
Underscoring long-term host-microbiome interactions in a physiologically relevant gingival tissue model. 在生理相关的牙龈组织模型中强调宿主-微生物组的长期相互作用。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-09 DOI: 10.1038/s41522-024-00641-2
M Adelfio, G E Callen, A R Diaz, B J Paster, X He, H Hasturk, C E Ghezzi

The human body houses many distinct and interconnecting microbial populations with long-lasting systemic effects, where the oral cavity serves as a pathogens' reservoir. The correlation of different disease states strongly supports the need to understand the interplay between the oral tissue niche and microbiome. Despite efforts, the recapitulation of gingival architecture and physiological characteristics of the periodontal niche has yet to be accomplished by traditional cultural strategies. Here, we are showing for the first time the investigation of host-microbiome interactions in healthy conditions within a human oral tissue model over seven days. Our results indicated long-term host and microbiome viability, host barrier integrity, phenotypic functional response, and preservation of healthy microbial populations and interbacterial dialogs. This in vitro platform can maintain tissue homeostasis at the interface of the periodontal niche, thus, offering opportunities to identify predictive disease biomarkers and to develop intervention strategies to promote oral and overall health.

人体容纳了许多独特且相互关联的微生物种群,具有持久的系统性影响,其中口腔充当病原体的储存库。不同疾病状态的相关性有力地支持了了解口腔组织生态位和微生物组之间相互作用的需要。尽管努力,牙龈结构和牙周生态位的生理特征的再现尚未完成传统的文化策略。在这里,我们首次展示了在健康条件下人类口腔组织模型中宿主-微生物组相互作用超过7天的调查。我们的研究结果表明,宿主和微生物组的长期生存能力,宿主屏障完整性,表型功能反应,以及健康微生物种群和细菌间对话的保存。这个体外平台可以维持牙周生态位界面的组织稳态,从而为识别预测性疾病生物标志物和制定干预策略提供了机会,以促进口腔和整体健康。
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引用次数: 0
Signature of pre-pregnancy microbiome in infertile women undergoing frozen embryo transfer with gestational diabetes mellitus. 冷冻胚胎移植合并妊娠期糖尿病的不孕妇女孕前微生物组特征。
IF 7.8 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-08 DOI: 10.1038/s41522-024-00639-w
Wenzheng Guan, Tian Zhou, Jiao Jiao, Liwen Xiao, Zhen Wang, Siyuan Liu, Fujie Yan, Fangqing Zhao, Xiuxia Wang

This study aims to evaluate differences in gut microbiota structures between infertile women undergoing frozen embryo transfer (FET) with gestational diabetes mellitus (GDM) and healthy controls (HCs), and to identify potential markers. We comprehensively enrolled 193 infertile women undergoing FET (discovery cohort: 38 HCs and 31 GDM; validation cohort: 85 HCs and 39 GDM). Gut microbial profiles of the discovery cohort were investigated during the pre-pregnancy (Pre), first trimester (T1), and second trimester (T2). The microbial community in the HCs group remained relatively stable throughout the pregnancy, while the microbial structure alteration occurred in the GDM group during T2. A model based on ten bacteria and ten metabolites simultaneously was used to predict the risk of GDM developing in the pre-pregnancy state with the ROC value of 0.712. Algorithms on the basis of marker species and biochemical parameters can be used as effective tools for GDM risk evaluation before pregnancy.

本研究旨在评估冷冻胚胎移植(FET)合并妊娠期糖尿病(GDM)的不孕妇女与健康对照(hc)之间肠道微生物群结构的差异,并确定潜在的标志物。我们全面招募了193名接受FET治疗的不孕妇女(发现队列:38名hc和31名GDM;验证队列:85例hcc和39例GDM)。研究了发现队列在妊娠前(Pre)、妊娠早期(T1)和妊娠中期(T2)的肠道微生物谱。HCs组的微生物群落在整个妊娠期间保持相对稳定,而GDM组的微生物结构在T2期间发生改变。采用10种细菌和10种代谢物同时存在的模型预测妊娠前期GDM发生风险,ROC值为0.712。基于标记物种和生化参数的算法可作为孕前GDM风险评估的有效工具。
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引用次数: 0
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