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Recent advances on fermentation of mustard plant (Brassica juncea L.): microbial community, fermentation processing and sensorial quality: a review. 芥菜植物发酵研究进展:微生物群落、发酵工艺及感官品质综述。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-03-10 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1784857
Nan Diao, Angye Cai, Yongtong Zhou, Baijun Long, Zhen Mo, Siwei Shang, Yumeng Liu, Jiaxin Xu, Wenzhong Hu, Ke Feng, Sarengaowa

Mustard (Brassica juncea L.), rich in vitamins, minerals, and glucosinolates, yields fermented products valued for their distinct flavor and health benefits, particularly across East and Southeast Asia. The fermentation process is primarily driven by a complex microbial community dominated by lactic acid bacteria (LAB) such as Lactobacillus fermentum, Lactobacillus pentosus, and Lactobacillus plantarum. These microbes metabolize substrates to generate organic acids, volatile compounds, and free amino acids, which collectively shape the product's flavor and sensory quality. This review systematically summarizes recent progress in mustard fermentation, focusing on: the composition, succession, and function of microbial communities across different regions and fermentation stages and their influence on fermentation characteristics; the regulatory effects of key processing parameters-including fermentation vessel, temperature, and salt concentration-on microbial ecology, metabolic pathways, and final product quality; the chemical basis of taste attributes such as sourness, umami, bitterness, and pungency alongside the formation and evolution of aroma compounds during fermentation, and their links to microbial metabolism and biochemical pathways like glycolysis and the tricarboxylic acid cycle; and the formation patterns of potential risk factors such as biogenic amines and nitrite during fermentation, along with strategies to control their levels through process optimization and starter culture selection. Finally, future research directions are outlined, emphasizing the integration of omics and synthetic biology technologies to elucidate flavor formation mechanisms, develop stable starter cultures, and establish standardized processes. These advances aim to achieve consistent flavor, improved quality, and safe production of fermented mustard products, supporting the sustainable development of the industry.

芥菜(Brassica juncea L.)富含维生素、矿物质和硫代葡萄糖苷,其发酵产品因其独特的风味和健康益处而受到重视,特别是在东亚和东南亚。发酵过程主要由以乳酸菌(LAB)为主的复杂微生物群落驱动,如发酵乳杆菌、戊酸乳杆菌和植物乳杆菌。这些微生物代谢底物产生有机酸、挥发性化合物和游离氨基酸,它们共同塑造了产品的风味和感官质量。本文系统综述了芥菜发酵研究的最新进展,重点介绍了不同地区、不同发酵阶段微生物群落的组成、演为、功能及其对发酵特性的影响;关键工艺参数(包括发酵容器、温度和盐浓度)对微生物生态、代谢途径和最终产品质量的调节作用;酸味、鲜味、苦味和辛辣等味觉属性的化学基础,以及发酵过程中香气化合物的形成和演化,以及它们与微生物代谢和糖酵解、三羧酸循环等生化途径的联系;生物胺和亚硝酸盐等潜在危险因素在发酵过程中的形成规律,以及通过工艺优化和发酵剂选择控制其水平的策略。最后,展望了今后的研究方向,强调将组学和合成生物学技术相结合,阐明风味形成机制,开发稳定的发酵剂,建立标准化的工艺流程。这些进步旨在实现发酵芥菜产品的风味一致、质量提高和安全生产,支持行业的可持续发展。
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引用次数: 0
Sporicidal and bactericidal efficacy of plasma-treated liquids based on reaction kinetics of peroxynitrous acid. 等离子体处理液体的杀孢和杀菌效果——基于过氧亚硝酸反应动力学的研究。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-03-10 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1788374
Alexander Pogoda, Veronika Hahn, Klaus-Dieter Weltmann, Juergen F Kolb

Introduction: Plasma-treated aqueous solutions have proven effective for the inactivation of bacteria and even dormant spores. However, reported efficacies vary considerably across setups and experimental conditions. Consequently, different reactive species formed during treatment and their specific reaction kinetics are considered to be responsible. Their individual contribution to microbial inactivation depends on a thorough understanding of the underlying chemical processes. We found that the buffer capacity of an aqueous solution strongly influences the concentrations of reactive species required for effective microbial inactivation. Conversely, the temporal evolution of reactions allows for the optimization of bactericidal and sporicidal efficacy.

Methods: Using time-resolved in situ UV spectrometry, formation and degradation processes of significant reactive oxygen and nitrogen species (RONS) were observed and analyzed during and after plasma treatment.

Results: The availability and concentration of peroxynitrous acid (ONOOH) proved crucial for the antimicrobial activity of the liquid. ONOOH generation depends on hydrogen peroxide (H2O2) and nitrite (NO2 -), both supplied by the plasma exposure, and eventually decays to nitrate (NO3 -), which remains in solution. Experimental data showed that liquids with higher buffer capacity accumulated higher concentrations of H2O2 and NO2 - during plasma exposure, enabling continued ONOOH production even after partial buffer depletion. Concurrently, the solutions acidified progressively. Bacteria, either vegetative cells or dormant spores, were added to the solutions at different time points during the process, and inactivation was monitored in relation to RONS concentrations. The observed antimicrobial efficacy correlated directly with ONOOH concentration, which can be adjusted via the buffer capacity of the medium. This resulted in a 3.83-log10 reduction of Bacillus atrophaeus spores within 90 min and a 5.78-log10 reduction of Escherichia coli within 45 min.

Discussion: Simulations reproduced these experimental trends, confirming three distinct kinetic regimes: a pre-reaction window (before ONOOH formation), a main reaction window (dominated by ONOOH production), and a post-reaction window (defined by decomposition).

等离子体处理的水溶液已被证明对细菌甚至休眠孢子的灭活是有效的。然而,报告的效果在不同的设置和实验条件下差异很大。因此,在处理过程中形成的不同反应物种及其特定的反应动力学被认为是负责任的。他们对微生物灭活的个人贡献取决于对潜在化学过程的透彻理解。我们发现,水溶液的缓冲容量强烈影响有效灭活微生物所需的活性物质浓度。相反,反应的时间进化允许杀菌和杀孢效果的优化。方法:采用时间分辨原位紫外光谱法,观察和分析血浆处理过程和处理后活性氧和活性氮(RONS)的形成和降解过程。结果:过氧亚硝酸(ONOOH)的可用性和浓度对该液的抑菌活性至关重要。ONOOH的生成依赖于过氧化氢(H2O2)和亚硝酸盐(NO2 -),两者都由等离子体暴露提供,并最终衰变为硝酸盐(NO3 -),后者仍留在溶液中。实验数据表明,缓冲容量较高的液体在等离子体暴露过程中积累了更高浓度的H2O2和NO2 -,即使在部分缓冲耗尽后,也能继续生产ONOOH。同时,溶液逐渐酸化。在此过程中,在不同的时间点将细菌(营养细胞或休眠孢子)添加到溶液中,并监测与RONS浓度相关的灭活情况。观察到的抗菌效果与ONOOH浓度直接相关,可以通过培养基的缓冲容量来调节。这导致萎缩芽孢杆菌孢子在90分钟内减少3.83-log10,大肠杆菌在45分钟内减少5.78-log10。讨论:模拟重现了这些实验趋势,确认了三种不同的动力学机制:反应前窗口(ONOOH形成之前)、主反应窗口(ONOOH产生主导)和反应后窗口(由分解定义)。
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引用次数: 0
Native microorganisms as natural enhancers in craft beer and wine production. 天然微生物在精酿啤酒和葡萄酒生产中的作用。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-03-10 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1754472
Carlos Caiza-Valencia, Andrés Izquierdo Romero, Eliana Veloz-Villavicencio, Jonathan Coronel-León

The use of native microorganisms in craft beer and wine production represents a transformative approach that significantly enhances quality, sensorial complexity, and authenticity of the beverages. Integrating these microorganisms facilitates terroir expression, reduces dependence on commercial monocultures, and promotes sustainability by preserving native microbial biodiversity, which is vital to the identity of fermented craft beverages. This review analyzes the main roles of native yeasts, including Saccharomyces cerevisiae, Brettanomyces bruxellensis, Lachancea thermotolerans, Torulaspora delbrueckii, Pichia kudriavzevii, and Hanseniaspora spp., in shaping the biochemical and sensory profiles of craft beer and wine. It also provides a summary of the functions of lactic acid bacteria (LAB; Lactobacillus, Leuconostoc, Pediococcus, Oenococcus) in malolactic fermentation and flavor development, as well as the effects of acetic acid bacteria (AAB; Acetobacter, Gluconobacter) on oxidative complexity in select beverage styles. This work also highlights the use of mixed inoculation strategies and targeted strain selection to optimize fermentation kinetics, stress tolerance, and enzymatic activities, particularly those that enhance the liberation of aroma precursors. Additionally, challenges such as fermentation consistency, microbiological safety, and the need for standardized processes are also discussed. This framework provides essential insights to researchers and craft producers seeking innovation, product differentiation, and cultural preservation in the craft brewing and winemaking sectors, supporting regional economies and global biodiversity conservation through the scientifically grounded exploitation of native microorganisms.

在精酿啤酒和葡萄酒生产中使用本地微生物代表了一种革命性的方法,可以显著提高饮料的质量、感官复杂性和真实性。整合这些微生物有助于风土表现,减少对商业单一栽培的依赖,并通过保护本地微生物生物多样性来促进可持续性,这对发酵工艺饮料的特性至关重要。本文分析了酿酒酵母、布鲁克斯酿酒酵母、耐温酵母、德尔布鲁克斯酿酒酵母、毕赤酵母和汉斯酵母等本土酵母在精酿啤酒和葡萄酒的生化和感官特性中的主要作用。综述了乳酸菌(LAB、Lactobacillus、Leuconostoc、Pediococcus、Oenococcus)在苹果酸乳酸发酵和风味形成中的作用,以及乙酸菌(AAB、Acetobacter、Gluconobacter)对选定饮料中氧化复杂性的影响。这项工作还强调了混合接种策略和目标菌株选择的使用,以优化发酵动力学,胁迫耐受性和酶活性,特别是那些促进香气前体释放的酶活性。此外,挑战,如发酵一致性,微生物安全性,以及需要标准化的过程也进行了讨论。该框架为在工艺酿造和葡萄酒酿造领域寻求创新、产品差异化和文化保护的研究人员和工艺生产者提供了重要见解,通过科学地开发本地微生物,支持区域经济和全球生物多样性保护。
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引用次数: 0
Culture-based studies of intestinal lactobacilli in young people and centenarians. 年轻人和百岁老人肠道乳酸菌的培养研究。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-03-10 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1746411
Imbi Smidt, Tiiu Roop, Reet Mandar, Jelena Stsepetova, Siiri Koljalg, Kalle Kilk, Indrek Soidla, Mare Ainsaar, Helgi Kolk, Epp Sepp

Introduction: Biological ageing is associated with physiological changes, including alterations in the gut microbiota. Lactobacilli may contribute to host health and longevity, yet their composition and functional properties in centenarians remain poorly characterized. The present study aimed to compare cultured intestinal lactobacilli from centenarians and young adults and to identify strains with potential probiotic properties.

Methods: Fecal samples were obtained from centenarians (n = 25) and young adults (n = 25). Lactobacilli were isolated using culture-based methods and identified to the species level. Antibiotic susceptibility testing was performed for all isolates. Biochemical and metabolic properties of antibiotic-sensitive strains were determined.

Results: Twenty Lactobacillus species were identified. Six species were shared between groups, 12 were unique to centenarians, and two to young adults. Although overall Lactobacillaceae abundance was similar, centenarians showed greater species richness and a higher relative proportion of lactobacilli. Isolates from centenarians exhibited distinct carbohydrate fermentation patterns and metabolic profiles, including higher levels of acylcarnitines, arachidonic acid, and selected bile acids.

Discussion: Lactobacilli isolated from centenarian demonstrate distinct compositional and metabolic characteristics compared with those from young adults. These differences may reflect functional adaptations potentially relevant to healthy ageing and could inform the selection of candidate strains for future probiotic development.

生物老化与生理变化有关,包括肠道微生物群的改变。乳酸菌可能有助于宿主的健康和长寿,但它们在百岁老人中的组成和功能特性仍不清楚。本研究旨在比较百岁老人和年轻人培养的肠道乳酸菌,并鉴定具有潜在益生菌特性的菌株。方法:采集百岁老人(n = 25)和年轻人(n = 25)的粪便样本。采用培养法分离乳酸菌,鉴定到种水平。所有分离株均进行药敏试验。测定抗生素敏感菌株的生化和代谢特性。结果:鉴定出20种乳酸菌。6种是两组共有的,12种是百岁老人特有的,2种是年轻人特有的。尽管乳酸菌科的总体丰度相似,但百岁老人的物种丰富度更高,乳酸菌的相对比例也更高。百岁老人的分离株表现出不同的碳水化合物发酵模式和代谢谱,包括较高水平的酰基肉碱、花生四烯酸和选定的胆汁酸。讨论:与来自年轻人的乳酸菌相比,从百岁老人身上分离的乳酸菌表现出不同的组成和代谢特征。这些差异可能反映了与健康衰老潜在相关的功能适应,并可能为未来益生菌开发的候选菌株的选择提供信息。
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引用次数: 0
Correction: Deceleration and rebound of hemagglutinin divergence in influenza B/Victoria across COVID-19 NPI phases (2016-2024). 修正:乙型流感/维多利亚在COVID-19 NPI阶段(2016-2024)血凝素分化的减速和反弹。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-03-10 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1819187

[This corrects the article DOI: 10.3389/fmicb.2026.1791792.].

[这更正了文章DOI: 10.3389/fmicb.2026.1791792.]。
{"title":"Correction: Deceleration and rebound of hemagglutinin divergence in influenza B/Victoria across COVID-19 NPI phases (2016-2024).","authors":"","doi":"10.3389/fmicb.2026.1819187","DOIUrl":"https://doi.org/10.3389/fmicb.2026.1819187","url":null,"abstract":"<p><p>[This corrects the article DOI: 10.3389/fmicb.2026.1791792.].</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"17 ","pages":"1819187"},"PeriodicalIF":4.0,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13011501/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147510955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction: From microbiome collapse to recovery: a roadmap for microbiome-informed grassland restoration under global change. 更正:从微生物群落崩溃到恢复:全球变化下微生物群落信息的草地恢复路线图。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-03-10 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1819081
Xu Qiao, Xu Yan, Cui Dong, Lin Tao, Aishajiang Aili, Abdul Waheed

[This corrects the article DOI: 10.3389/fmicb.2026.1741287.].

[这更正了文章DOI: 10.3389/fmicb.2026.1741287.]。
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引用次数: 0
Hybrid and conjugated antimicrobial peptides: new tactics to counter bacterial resistance. 杂交和共轭抗菌肽:对抗细菌耐药性的新策略。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-03-10 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1670569
Yuanyuan Zhang, Cui Bao, Jiao Feng, Xiuwen Hong, Nan Gao, Ganzhu Feng

The phenomenon of bacterial resistance has emerged as a significant challenge to global public health. Due to the increasing prevalence of antibiotic resistance, there has been interest in developing antimicrobial peptides (AMPs) as alternative antimicrobial therapies. However, AMPs resistance is not uncommon; it is simply subject to complex ecological and physiological limitations. While AMPs demonstrate potent antimicrobial activity in experimental and preclinical studies, their clinical efficacy remains limited. This review mainly summarizes the two methods of peptide hybridization and conjugation to combat drug-resistant bacteria. Hybridization has given AMPs new vitality, which overall enhance their antimicrobial spectrum, reduce toxicity, and enhance the bactericidal effect on drug-resistant strains. We also reviewed the conjugation of AMPs with various active molecules, such as antibiotics, antibodies, fatty acids, photosensitizers, phosphodiester oligomers, and nanoparticles. This review provides ideas for the design of hybrid peptides and coupled peptides in the future, and these AMPs have been shown to have an effect on drug-resistant strains after hybridization or coupling, thereby making the originally ineffective AMPs regain sensitivity. The transformation of natural AMPs has been effective in the laboratory to some extent, and give it clinical exploration value. Their clinical performance still falls short of that of conventional antibiotics due to challenges related to pharmacokinetics, safety, and reduced activity under clinically relevant conditions. To break through the bottleneck of clinical transformation of AMPs, it is necessary to continue to deepen multi-dimensional research on their physicochemical properties and make good use of artificial intelligence technology for intelligent design and high-throughput verification of hybrid peptides or conjugated peptides.

细菌耐药性现象已成为对全球公共卫生的重大挑战。由于抗生素耐药性的日益普遍,人们对开发抗菌肽(AMPs)作为替代抗菌疗法一直很感兴趣。然而,amp耐药性并不罕见;它只是受到复杂的生态和生理限制。虽然抗菌肽在实验和临床前研究中显示出强大的抗菌活性,但其临床疗效仍然有限。本文主要综述了肽杂交和偶联两种对抗耐药菌的方法。杂交使抗菌肽具有新的生命力,总体上增强了抗菌谱,降低了毒性,增强了对耐药菌株的杀菌作用。我们还回顾了amp与各种活性分子的结合,如抗生素、抗体、脂肪酸、光敏剂、磷酸二酯低聚物和纳米颗粒。这一综述为今后杂化肽和偶联肽的设计提供了思路,这些AMPs已被证明通过杂交或偶联对耐药菌株产生影响,从而使原本无效的AMPs恢复敏感性。天然抗菌肽的转化在实验室中已取得一定效果,具有临床探索价值。由于药代动力学、安全性和临床相关条件下活性降低等方面的挑战,其临床表现仍不及传统抗生素。要突破抗菌肽临床转化的瓶颈,需要继续深化对其理化性质的多维度研究,并利用人工智能技术对杂化肽或偶联肽进行智能设计和高通量验证。
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引用次数: 0
Effects of different Lactobacillus plantarum strains supplementation on milk performance, rumen fermentation, and microbiota in dairy cows. 添加不同植物乳杆菌菌株对奶牛产奶性能、瘤胃发酵和微生物群的影响。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-03-10 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1774000
JiYou Zhang, Han Zhang, Hongwei Duan, Fuzhen Zhou, Weiming Xiao

This study combined in vitro and in vivo experiments to evaluate the effects of three Lactobacillus plantarum strains (AP 6-5, 18-5-5, and Y2-2-3) on rumen fermentation, microbiota composition, and productive performance in lactating Holstein cows. In the in vitro trial, rumen fluid from three fistulated cows was incubated with TMR substrate supplemented with each strain (1 × 107 CFU/mL) at 39 °C for 24 h. Compared with the CON, strains AP 6-5 and 18-5-5 reduced ruminal lactate and acetate concentrations, and strain 18-5-5 further decreased microbial crude protein (MCP). In the in vivo trial, forty-four cows were randomly assigned to four groups: a control (CON) and three treatment groups receiving 5 × 1010 CFU/d of strains AP 6-5 (AJT), 18-5-5 (NM), or Y2-2-3 (LP42) for 28 days after a 7-day adaptation. The NM group showed the highest DMI, milk yield, and lactose content, while the LP42 group had higher valeric acid concentration and fecal pH. Rumen microbiota analysis indicated enrichment of pathways related to carbohydrate utilization (NM) and protein metabolism (LP42). Overall, supplementation with L. plantarum, particularly strain 18-5-5, improved nutrient intake, milk production, and rumen microbial function in lactating cows.

本研究采用体外和体内试验相结合的方法,研究了3株植物乳杆菌(AP 6-5、18-5-5和Y2-2-3)对泌乳荷斯坦奶牛瘤胃发酵、微生物群组成和生产性能的影响。在体外试验中,将3头瘘管奶牛的瘤胃液与分别添加1 × 107 CFU/mL菌株的TMR底物在39 °C下孵育24 h。与CON相比,菌株AP 6-5和18-5-5降低了瘤胃乳酸和乙酸浓度,菌株18-5-5进一步降低了微生物粗蛋白(MCP)。在体试验中,将44头奶牛随机分为4组:对照组(CON)和3个处理组,分别饲喂5 × 1010 CFU/d的AP 6-5 (AJT)、18-5-5 (NM)和Y2-2-3 (LP42)菌株,适应期为7 d,饲喂28 d。NM组的DMI、产奶量和乳糖含量最高,而LP42组的戊酸浓度和粪便ph较高。瘤胃微生物群分析表明,与碳水化合物利用(NM)和蛋白质代谢(LP42)相关的途径富集。总的来说,添加植物乳杆菌,特别是菌株18-5-5,改善了泌乳奶牛的营养摄入量、产奶量和瘤胃微生物功能。
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引用次数: 0
Correction: Chicken caspase-3 promotes IBDV replication via the cleavage of IRF7. 更正:鸡caspase-3通过切割IRF7促进IBDV复制。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-03-10 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1819180

[This corrects the article DOI: 10.3389/fmicb.2026.1741783.].

[这更正了文章DOI: 10.3389/fmicb.2026.1741783.]。
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引用次数: 0
Identification of disease ameliorated metabolite candidates from Gut Microbes and their interacting targets based on a novel estimating function. 基于新的估计函数鉴定肠道微生物及其相互作用靶标的疾病改善代谢物候选物。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-03-10 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1770840
Hongtu Cui, Zhen Liao, Xia Kuang, Ji-Yun Zhang, Chong-Yuan Song, Yan-Jin Liu, Zhenshun Cheng, Zi-Xin Deng, Feng-Biao Guo

The gut microbiota plays a crucial role in human health and the progression of diseases. As key mediators of the interactions between gut microbiota and host diseases, metabolite changes have a significant influence on disease development and progression. However, without experimental validation by metabolomics, identifying the level of metabolite changes in specific diseases remains challenging. For this reason, we devised a scoring function to quantitatively estimate metabolite changes across disease phenotypes by integrating changes in the relative abundance of gut microbes owning these metabolites, and hereby developed the online repository to reserve these associations of metabolites and diseases. The consequent GMMAD with v2.0 currently contains 83 diseases and 6966 metabolites. Among them, 85,136 associations are of statistical significance (paired-sample t-test, p-value < 0.05 and FDR < 0.1). Notably, the scoring function showed 84.06% consistency with experimentally validated disease-metabolite associations, outperforming the prior semi-qualitative method (72.5%). Aided by this resource, we identified 130 beneficial metabolites across 27 diseases. Among them, literature supports that 48 could ameliorate the disease status in animals or clinical trials. We listed these 48 promising drug molecules on the website. Furthermore, we constructed a metabolite-gene association network and provided information on the origins of metabolites. All the metabolite-associated information would help researchers reveal the mechanisms of how gut microbes regulate disease progression and guide drug development. The GMMAD v2.0 is freely accessible at http://gepa.org.cn/GMMAD2/.

肠道菌群在人类健康和疾病进展中起着至关重要的作用。代谢物作为肠道菌群与宿主疾病相互作用的关键媒介,其变化对疾病的发生和进展具有重要影响。然而,如果没有代谢组学的实验验证,确定特定疾病中代谢物变化的水平仍然具有挑战性。因此,我们设计了一个评分函数,通过整合拥有这些代谢物的肠道微生物相对丰度的变化,定量估计疾病表型中代谢物的变化,并据此开发了在线存储库,以保留这些代谢物与疾病的关联。随后的GMMAD v2.0目前包含83种疾病和6966种代谢物。其中有85,136个相关性具有统计学意义(配对样本t检验,p值< 0.05,FDR < 0.1)。值得注意的是,评分函数与实验验证的疾病代谢物关联的一致性为84.06%,优于先前的半定性方法(72.5%)。借助这一资源,我们确定了27种疾病中的130种有益代谢物。其中,文献支持48种可以改善动物或临床试验的疾病状态。我们在网站上列出了这48种有前景的药物分子。此外,我们构建了代谢物-基因关联网络,并提供了代谢物起源的信息。所有与代谢物相关的信息将帮助研究人员揭示肠道微生物如何调节疾病进展和指导药物开发的机制。GMMAD v2.0可以从http://gepa.org.cn/GMMAD2/免费获得。
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引用次数: 0
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Frontiers in Microbiology
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