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Genome-centric metagenomes unveiling microbial functional potential in a glacier river in the Mount everest. 以基因组为中心的宏基因组揭示了珠穆朗玛峰冰川河流中微生物的功能潜力。
IF 4.2 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-07 DOI: 10.1007/s11274-025-04743-7
Xiuhang Yan, Xin Liao, Lanping Zhang, Laiyi Li, Keshao Liu, Zhitang Lyu, Anyi Hu
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引用次数: 0
DpAGPs overexpression enhanced application value of Dunaliella Parva for bioethanol production. DpAGPs过表达增强了杜氏藻在生物乙醇生产中的应用价值。
IF 4.2 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-06 DOI: 10.1007/s11274-025-04736-6
Limei Huang, Jin Zhang, Yuwen Guo, Shiyu Liang, Changhua Shang

Dunaliella parva is halophilic green alga. Dunaliella parva may produce a large amount of starch, which has great practical value for bioethanol production. Glucose may be catalyzed by rate-limiting enzyme ADP-glucose pyrophosphorylase to produce starch. Our previous study cloned DpAGPs gene encoding ADP-glucose pyrophosphorylase (AGPase) small subunit from Dunaliella parva (D. parva). However, the function of DpAGPs remains unclear at present. To assess the influences of DpAGPs on metabolism of D. parva, this paper constructed recombinant plasmid pBI221-UbiΩ-CAT-AGPs, and transformed recombinant plasmid and empty plasmid pBI221-GFP-UbiΩ-CAT to D. parva. In transgenic D. parva overexpressing DpAGPs (sample D.parva T), both protein, carbohydrate and starch contents, AGPase activity and DpAGPs mRNA level increased compared with control sample D.parva C overexpressing the empty plasmid. Protein content of D.parva T (88.38 mg/g dry weight) increased by 11.18 mg/g DW compared with D.parva C (77.20 mg/g dry weight) at 15 d. In particular, compared with sample D.parva C, starch contents sharply increased by 34.83 mg/g dry weight (DW) and 53.51 mg/g DW, and carbohydrate contents sharply increased by 143.24 mg/g DW and 143.66 mg/g DW at 15 d/18 d in DpAGPs transgenic D.parva T. However, pigments (chlorophyll a, chlorophyll b and carotenoid) and oil contents decreased in D.parva T. The absolute oil contents of D.parva T (23.97% and 21.79%) decreased by 25.40% and 27.68% compared with D.parva C (49.37% and 49.47%) at 15 d and 18 d, respectively. This paper observed the role of DpAGPs in D. parva, providing a reference for improving microalgal starch content and enhancing the practical value of D. parva for bioethanol production. The engineered D. parva with higher starch and carbohydrate contents had a great potential for bioethanol production.

小杜氏藻是一种嗜盐绿藻。Dunaliella parva可以生产大量的淀粉,在生物乙醇生产中具有很大的实用价值。葡萄糖可由限速酶adp -葡萄糖焦磷酸化酶催化产生淀粉。本研究从杜氏藻(Dunaliella parva)中克隆了编码adp -葡萄糖焦磷酸化酶(AGPase)小亚基的DpAGPs基因。然而,DpAGPs的功能目前尚不清楚。为了评估DpAGPs对parva D.代谢的影响,本文构建了重组质粒pBI221-UbiΩ-CAT-AGPs,并将重组质粒和空质粒pBI221-GFP-UbiΩ-CAT转化为parva D.。在过表达DpAGPs的转基因D.parva(样品D.parva T)中,蛋白质、碳水化合物和淀粉含量、AGPase活性和DpAGPs mRNA水平均高于过表达空质粒的对照D.parva C。15 d时,转DpAGPs基因的小孢子T蛋白质含量(88.38 mg/g干重)比小孢子C (77.20 mg/g干重)增加了11.18 mg/g DW,其中淀粉含量比样品C分别增加了34.83 mg/g干重和53.51 mg/g DW,碳水化合物含量在15 d/18 d时分别增加了143.24 mg/g DW和143.66 mg/g DW。叶绿素b和类胡萝卜素)和油含量降低,15 d和18 d时,T的绝对油含量(23.97%和21.79%)比C的绝对油含量(49.37%和49.47%)分别降低25.40%和27.68%。本文观察了DpAGPs在微小藻中的作用,为提高微小藻淀粉含量,增强微小藻在生物乙醇生产中的实用价值提供参考。淀粉和碳水化合物含量较高的工程化小苗具有较大的生物乙醇生产潜力。
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引用次数: 0
The genetic diversity, symbiotic efficiency, and drought resilience of rhizobia associated with mung bean in central and northern regions of Afghanistan. 阿富汗中部和北部地区绿豆根瘤菌的遗传多样性、共生效率和抗旱能力。
IF 4.2 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-06 DOI: 10.1007/s11274-025-04719-7
Safiullah Habibi, Ali Yawar Seerat, Shafiqullah Aryan, Michiko Yasuda, Shin-Ichiro Agake, Naoko Ohkama-Ohtsu, Md Firoz Mortuza, Tadashi Yokoyama
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引用次数: 0
Metabolic adaptations of yeast cells to epigenetic modifiers: a comparative analysis of free amino acid profiles and key metabolites. 酵母细胞对表观遗传修饰的代谢适应:游离氨基酸谱和关键代谢物的比较分析。
IF 4.2 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-06 DOI: 10.1007/s11274-025-04771-3
Hajar Ebadi, Payam Setoodeh, Ali Niazi

This study investigates the effects of four epigenetic treatments on the free amino-acid and central-carbon metabolite profiles of Saccharomyces cerevisiae. The objective was to assess how naturally derived epigenetic agents reshape yeast metabolism, with a particular focus on amino-acid pools and key intermediates of glycolysis and the tricarboxylic acid (TCA) cycle. Yeast cultures were grown in media supplemented with 5-azacytidine, sodium butyrate, curcumin, or green tea extract, and metabolites were quantified using LC-MS/MS. All four treatments induced marked shifts in amino-acid abundance. Essential amino acids-including leucine, tryptophan, and phenylalanine-significantly increased, with azacytidine yielding the strongest elevation (up to two-fold relative to control). Non-essential amino acids showed similar upward trends across treatments. Central-carbon metabolites such as pyruvate, acetyl-CoA, and citrate also accumulated substantially. Correlation-based and network analyses revealed coordinated modules linking amino-acid metabolism with energy-producing pathways, and enrichment analysis highlighted perturbations in gluconeogenesis and fatty-acid metabolism. Collectively, these results provide a quantitative and network-level perspective on metabolic reorganization induced by epigenetic modulators and establish a reference framework for future multi-omics investigations in yeast.

研究了4种表观遗传处理对酿酒酵母游离氨基酸和中心碳代谢产物谱的影响。目的是评估自然衍生的表观遗传因子如何重塑酵母代谢,特别关注氨基酸池和糖酵解和三羧酸(TCA)循环的关键中间体。酵母培养物在添加5-氮杂胞苷、丁酸钠、姜黄素或绿茶提取物的培养基中生长,并使用LC-MS/MS定量代谢产物。所有四种处理均引起氨基酸丰度的显著变化。必需氨基酸——包括亮氨酸、色氨酸和苯丙氨酸——显著增加,其中氮扎胞苷产生最强的升高(相对于对照高达两倍)。非必需氨基酸在不同处理中表现出相似的上升趋势。中心碳代谢物如丙酮酸、乙酰辅酶a和柠檬酸也大量积累。相关性分析和网络分析揭示了氨基酸代谢与能量产生途径之间的协调模块,富集分析强调了糖异生和脂肪酸代谢的扰动。总的来说,这些结果为表观遗传调节剂诱导的代谢重组提供了定量和网络水平的视角,并为未来酵母多组学研究建立了参考框架。
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引用次数: 0
Unveiling the antibacterial effects of endolysin POE and holin Hol8 from Pseudomonas otitidis phage vB_PotS-PotUPM1. 揭示中耳炎假单胞菌噬菌体vB_PotS-PotUPM1的内溶素POE和holin Hol8的抗菌作用。
IF 4.2 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-06 DOI: 10.1007/s11274-025-04754-4
An Nie Tee, Chou Min Chong, Mohd Asrore Mohd Shaufi, Khatijah Yusoff, Adelene Ai-Lian Song

The global rise of antibiotic resistance poses a major threat to human health, driving the urgent search for novel antimicrobial strategies. Phage-derived proteins, such as endolysins and holins, represent promising alternatives to conventional antibiotics. Endolysins enzymatically degrade bacterial peptidoglycan but are often ineffective against Gram-negative bacteria due to the outer membrane. Holins, by disrupting cytoplasmic membranes, may bypass this barrier and provide a distinct antibacterial mechanism. In this study, a phage-derived endolysin (POE) and holin (Hol8) from Pseudomonas phage vB_PotS-PotUPM1 were cloned and expressed in Escherichia coli. Antibacterial activity against Pseudomonas otitidis NK1, an emerging zoonotic pathogen, was evaluated using well diffusion, plate lysis, turbidity reduction, and time-kill assays, with structural properties predicted through in silico analysis. POE, a globular protein with a single lysozyme-like domain, exhibited lytic activity only when the outer membrane was permeabilized, achieving a 40.4 ± 1.3% OD595 reduction after 3 h at 500 µg/mL. In contrast, Hol8, a holin with four transmembrane domains, exhibited significant antibacterial activity. Crude Hol8 preparations showed bacteriostatic (MIC of 31.25 ± 0 µg/mL) and bactericidal (2× MIC of 62.50 µg/mL) activities against P. otitidis NK1, along with a broader host range activity against multiple Gram-negative and Gram-positive bacteria. The combination of POE and Hol8 showed no synergistic antibacterial effects under the tested conditions, with Hol8 showing superior efficacy. These results highlight Hol8 as a promising broad-spectrum antibacterial candidate capable of overcoming the outer membrane barrier that limits endolysin activity. The findings provide a strong foundation for further investigation of phage-derived holins as alternative therapeutics to combat multidrug-resistant bacterial infections.

抗生素耐药性的全球上升对人类健康构成重大威胁,促使人们迫切寻求新的抗微生物策略。噬菌体衍生的蛋白质,如内溶素和holin,是传统抗生素的有希望的替代品。内溶酶酶能降解细菌的肽聚糖,但由于外膜的原因,对革兰氏阴性菌通常无效。Holins通过破坏细胞质膜,可以绕过这一屏障,提供一种独特的抗菌机制。本研究克隆了假单胞菌噬菌体vB_PotS-PotUPM1噬菌体源性内溶素(POE)和内溶素(Hol8),并在大肠杆菌中表达。利用孔扩散法、平板裂解法、浊度还原法和时效法对新型人畜共患病原体中耳炎假单胞菌NK1的抗菌活性进行了评估,并通过硅分析预测了其结构特性。POE是一种具有单一溶菌酶样结构域的球状蛋白,仅在外膜渗透时才表现出裂解活性,在500µg/mL溶液中,3小时后OD595还原率为40.4±1.3%。而具有4个跨膜结构域的Hol8则表现出明显的抗菌活性。Hol8粗制剂对中耳炎P. NK1具有抑菌活性(MIC为31.25±0µg/mL)和杀菌活性(2倍MIC为62.50µg/mL),同时对多种革兰氏阴性和革兰氏阳性细菌具有更广泛的宿主活性。在实验条件下,POE与Hol8联用无协同抑菌作用,Hol8效果更佳。这些结果突出了Hol8作为一种有前途的广谱抗菌候选物,能够克服限制内溶素活性的外膜屏障。这一发现为进一步研究噬菌体衍生的holins作为对抗多药耐药细菌感染的替代疗法提供了坚实的基础。
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引用次数: 0
Cyclic di-adenosine monophosphate as a potential regulator of sporulation and solventogenesis in Clostridium beijerinckii: a hypothesis. 环二磷酸腺苷作为贝氏梭菌产孢和溶剂形成的潜在调节剂:一种假说。
IF 4.2 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-03 DOI: 10.1007/s11274-025-04768-y
Marian M Awaga-Cromwell, Chizoba Anthonia Ozochi, Abigail Kaija, Emily Sarah Isaacs, Tanisha Garg, Christopher C Okonkwo, Victor C Ujor

Cyclic di-adenosine monophosphate (c-di-AMP) is a versatile bacterial signaling molecule involved in the regulation of cell wall metabolism, response to osmotic stress, growth, maintenance of DNA integrity, potassium homeostasis, and sporulation. Recent studies have implicated c-di-AMP in the regulation of sporulation and solventogenesis in Clostridium beijerinckii, a model solventogenic Clostridium species (SCS). In light of emerging findings, in this review, we hypothesize that c-di-AMP plays a central role in regulating solventogenesis and sporulation in C. beijerinckii, a mechanism that may also occur in some other SCS. In SCS, sporulation and solventogenesis are strongly linked, with spore formation advancing proportionally to increasing butanol concentration. Given the membrane damaging effect of butanol on vegetative cells, spore formation allows SCS to package their DNA in a robust endospore that is resistant to numerous stressors. This ensures the propagation of future generations. c-di-AMP functions as a checkpoint in spore formation and repair of DNA damage-which guarantees the assembly of wholesome DNA during sporulation-as well participating in the regulation of cell wall metabolism and membrane-damaging osmotic stress, which may mimic butanol-mediated membrane damage. These suggest that c-di-AMP may serve as a regulatory anchor that operates at the nexus between maintenance of DNA integrity, sporulation, response to osmotic stress, and ultimately, butanol biosynthesis. In this review, we explore the potential role of c-di-AMP as a regulator of sporulation and ultimately, in C. beijerinckii as a model SCS.

环二磷酸腺苷(c-di-AMP)是一种多功能的细菌信号分子,参与细胞壁代谢的调节,对渗透胁迫的反应,生长,DNA完整性的维持,钾稳态和孢子形成。最近的研究表明,c-二- amp参与了北杰林氏梭菌(Clostridium beijerinckii,一种典型的溶剂型梭菌)产孢和溶剂型的调控。鉴于这些新发现,在这篇综述中,我们假设c-di-AMP在调节C. beijerinckii的溶剂形成和孢子形成中起着核心作用,这一机制也可能发生在其他一些SCS中。在SCS中,孢子形成和溶剂形成密切相关,孢子形成与丁醇浓度的增加成正比。鉴于丁醇对营养细胞的膜破坏作用,孢子形成允许SCS将其DNA包装在一个强大的内孢子中,该内孢子可以抵抗许多应激源。这保证了后代的繁殖。c- 2 - amp在孢子形成和DNA损伤修复中起检查点作用,保证孢子形成过程中DNA的组装,并参与细胞壁代谢和膜损伤渗透应激的调节,这可能模拟丁醇介导的膜损伤。这些表明,c-二- amp可能作为一个调控锚点,在维持DNA完整性、产孢、对渗透胁迫的反应以及最终的丁醇生物合成之间起作用。在这篇综述中,我们探讨了c-di-AMP作为孢子形成调节剂的潜在作用,并最终将其作为一种模式SCS。
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引用次数: 0
Cost-Effective rhamnolipids production from corn Bran and their application in essential oil extraction. 用玉米皮制备高性价比的鼠李糖脂及其在精油提取中的应用。
IF 4.2 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-03 DOI: 10.1007/s11274-025-04765-1
Juliana P Marques Teixeira, Gabriela Dornelas Marques, Michel Pedro Batista, Karen Stefany Conceição, Thaísa Maria da Roda Lino, Natalia Belebecha Terezo, Cesar Augusto Tischer, Alexandre Orsato, Gerson Nakazato, Nicole Caldas Pan, Josiane A Vignoli, Doumit Camilios-Neto

Surfactants are widely used across industrial and environmental applications but their extensive discharge into aquatic environments raises ecological concerns. Biosurfactants, particularly rhamnolipids (RL) produced by Pseudomonas aeruginosa, represent a sustainable alternative due to their low toxicity, high biodegradability, and superior surface-active properties. Despite these advantages, high production costs remain a major barrier to large-scale implementation. In this study, RL were produced under submerged cultivation using glycerol, soybean oil, and corn bran (CB), a low-cost multifunctional agro-industrial substrate that simultaneously provided nutrients and structural support, resulting in an RL titer of 35 g/L. The produced RL consisted predominantly of di-rhamnolipid congeners (96.8%), which are associated with enhanced surface activity and commercial applicability. To further valorize the produced biosurfactant, RL-assisted steam distillation was evaluated as a novel strategy to enhance essential oil extraction. The application of RL increased essential oil recovery by 43%, demonstrating its effectiveness as a process booster. This combined strategy highlights the potential of CB-based RL production and its application in greener, more energy-efficient extraction technologies.

表面活性剂广泛应用于工业和环境领域,但其大量排放到水生环境中引起了生态问题。生物表面活性剂,特别是由铜绿假单胞菌产生的鼠李糖脂(RL),由于其低毒性、高生物降解性和优越的表面活性特性,代表了一种可持续的替代品。尽管有这些优势,但高生产成本仍然是大规模实施的主要障碍。在本研究中,利用甘油、大豆油和玉米皮(CB)(一种低成本的多功能农用工业底物,同时提供营养和结构支持)在潜水培养下生产RL,得到了35 g/L的RL滴度。生产的RL主要由双鼠李糖脂同源物组成(96.8%),这与增强的表面活性和商业适用性有关。为了进一步提高生物表面活性剂的活性,研究了rl辅助蒸汽蒸馏法作为提高精油提取效率的一种新方法。RL的应用使精油回收率提高了43%,证明了其作为工艺助推器的有效性。这一综合战略突出了基于cb的RL生产及其在更环保、更节能的提取技术中的应用潜力。
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引用次数: 0
Mechanistic insights into isopropyl myristate-stimulated monascus pigment biosynthesis via untargeted metabolomics. 通过非靶向代谢组学研究肉豆蔻酸异丙酯刺激红曲红色素生物合成的机制。
IF 4.2 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-03 DOI: 10.1007/s11274-025-04760-6
Renzhi Wan, Zhiqiang Wang, Yuling Li, Xin Zeng, Bingyue Xin, Jie Qiao, Huawei Zeng, Liang Zhang

Monascus pigments (MPs) are natural food colorants that have received significant attention in the food industry due to their widespread use as food additives. This study employed food-grade isopropyl myristate (IPM) at different concentrations to modulate MP biosynthesis. The results showed that adding 10 g/L IPM significantly increased pigment production, reaching a total color value of 107.957 AU/50 mL, which corresponds to a 3.49-fold increase compared to the control. Furthermore, the pigment content per unit biomass increased to 335.774 AU/g, representing a 1.378-fold improvement over the control. Visual observation and scanning electron microscopy revealed that IPM-treated mycelial pellets had smaller diameters, darker pigmentation, thicker cell walls, rougher surfaces, and higher conidia production. Untargeted metabolomic profiling identified 89 differentially expressed metabolites between the IPM-treated and control groups. KEGG pathway enrichment analysis linked these metabolites to ABC transporters, taurine and hypotaurine metabolism, and cofactor biosynthesis. Further mechanistic investigation revealed that IPM stimulates MP biosynthesis by upregulating key precursors and substrates involved in the tricarboxylic acid (TCA) cycle, glycolysis, amino acid metabolism, and cofactor biosynthesis pathways (e.g., NADPH and CoA).

红曲霉色素(MPs)是一种天然食用色素,由于其作为食品添加剂的广泛应用,在食品工业中受到了极大的关注。本研究采用不同浓度的食品级肉豆蔻酸异丙酯(IPM)调节MP的生物合成。结果表明,添加10 g/L IPM显著提高了色素产量,总显色值达到107.957 AU/50 mL,比对照提高了3.49倍。单位生物量色素含量达到335.774 AU/g,比对照提高了1.378倍。目视观察和扫描电镜显示,经ipm处理的菌丝球直径更小,色素沉着更深,细胞壁更厚,表面更粗糙,分生孢子产量更高。非靶向代谢组学分析鉴定了ipm治疗组和对照组之间89种差异表达的代谢物。KEGG途径富集分析将这些代谢物与ABC转运蛋白、牛磺酸和次牛磺酸代谢以及辅因子生物合成联系起来。进一步的机制研究表明,IPM通过上调参与三羧酸(TCA)循环、糖酵解、氨基酸代谢和辅助因子生物合成途径(如NADPH和CoA)的关键前体和底物来刺激MP的生物合成。
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引用次数: 0
Comparative metagenomics reveals the differential gut microbiota involved in bile acid metabolism in patients with crohn's disease. 比较宏基因组学揭示了克罗恩病患者胆汁酸代谢的肠道微生物群差异。
IF 4.2 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-31 DOI: 10.1007/s11274-025-04763-3
Shiqi Luo, Zhenyu Li, Yuzhu Peng, Xingning Xie, Ying Zeng, Lingli Dai, Xian Zhang

Gut microbiota plays a critical role in bile acid (BA) metabolism within healthy populations, yet the differential species involved in BA metabolism in patients with Crohn's disease (CD) remains poorly characterized. To address this knowledge gap, we conducted a comparative metagenomics for nine CD patients and nine healthy controls. Integrated metagenomic species profiling and functional annotation, accompanied with species-function network analysis, reduced abundance in metabolism-associated genes and lower species-function correlation were predicted, suggesting a possible imbalance of microbial communities in CD group. Focused on functional genes involved in BA metabolism and their associated bacterial taxa, our results revealed that Anaerostipes hadrus-like (P = 0.001317), Roseburia intestinalis-like (P = 0.03542), and Coprococcus catus-like (P = 0.0005787), the microbial species related to bile salt hydrolase-coding gene, showed significantly lower abundance in CD patients. Conversely, Ruminococcus gnavus-like, related to 3α-hydroxysteroid dehydrogenase (3α-HSDH)- and 3β-HSDH-coding genes, demonstrated relatively higher abundance (P = 0.0257). Escherichia coli-like, the species for 7α-HSDH-coding genes, also exhibited higher abundance in CD group (P = 0.01044). Further network correlation analysis indicated that there was a potential association between these differential species with other co-occurring gut microbiota. Collectively, the findings identify and characterize the differential gut microbiota involved in BA metabolism in CD patients, which may provide the possible target microorganisms for future therapeutic interventions.

肠道菌群在健康人群的胆汁酸(BA)代谢中起着关键作用,然而克罗恩病(CD)患者胆汁酸代谢中涉及的不同物种仍然缺乏特征。为了解决这一知识差距,我们对9名乳糜泻患者和9名健康对照进行了比较宏基因组学研究。综合元基因组物种分析和功能注释,结合物种-功能网络分析,预测代谢相关基因丰度降低,物种-功能相关性降低,提示CD组可能存在微生物群落失衡。研究结果显示,与胆盐水解酶编码基因相关的微生物hadrus-like Anaerostipes (P = 0.001317)、Roseburia bowel - inalis-like Roseburia (P = 0.03542)和Coprococcus catus-like Coprococcus (P = 0.0005787)在CD患者中的丰富度明显较低。相反,与3α-羟基类固醇脱氢酶(3α-HSDH)-和3β- hsdh -编码基因相关的瘤球菌(Ruminococcus gnavus-like)的丰度相对较高(P = 0.0257)。7α- hsdh编码基因的大肠杆菌样菌在CD组中也表现出更高的丰度(P = 0.01044)。进一步的网络相关分析表明,这些差异物种与其他共存的肠道微生物群之间存在潜在的关联。总的来说,这些发现确定并描述了与乳糜泻患者BA代谢有关的不同肠道微生物群,这可能为未来的治疗干预提供可能的目标微生物。
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引用次数: 0
A guide to network analysis, multi-omics integration, and applications in livestock microbiome research. 网络分析、多组学集成及在家畜微生物组研究中的应用指南。
IF 4.2 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-31 DOI: 10.1007/s11274-025-04755-3
Lionel Kinkpe, Ahamba I Solomon, Yurui Niu, Naqash Goswami, Chinyere Mary-Cynthia Ikele, Di Hu, Rauan Abdessan, Hu Zhigang, Wang Xia

The function of the livestock gut microbiome in driving animal growth, health, and methane emissions is controlled by networks of interactions among microbes. A major challenge is to move beyond simply listing microbial members to understanding these interaction networks, which determine how the community functions as a whole. This review synthesizes how network analysis, combined with multi-omics data, can meet this challenge. We focus on the critical task of identifying keystone species, the disproportionately influential microbes that direct processes like fiber digestion and immune function, yet are often missed by standard surveys. We evaluate a progression of methods, from identifying correlated species to building models that integrate genomic, metabolic, and host data. This integration is key to separating true ecological relationships from statistical noise and to linking microbial presence to function. We highlight how computational techniques like metabolic modeling and machine learning are turning networks into predictive tools. Finally, we outline the path forward: field-ready studies that track microbiomes over time, the development of livestock-specific metabolic models, and analytical standards that will allow research to translate into practical strategies. The goal is to provide a framework for using network science to actively manage the microbiome, enhancing sustainable livestock production.

家畜肠道微生物群在推动动物生长、健康和甲烷排放方面的功能是由微生物之间的相互作用网络控制的。一个主要的挑战是超越简单地列出微生物成员,了解这些相互作用网络,这决定了社区如何作为一个整体运作。本文综述了网络分析如何结合多组学数据来应对这一挑战。我们专注于识别关键物种的关键任务,这些微生物对纤维消化和免疫功能等过程具有不成比例的影响,但通常被标准调查遗漏。我们评估了一系列方法,从识别相关物种到构建整合基因组、代谢和宿主数据的模型。这种整合是将真正的生态关系从统计噪声中分离出来,并将微生物的存在与功能联系起来的关键。我们强调了代谢建模和机器学习等计算技术如何将网络转变为预测工具。最后,我们概述了前进的道路:随时间跟踪微生物组的现场准备研究,牲畜特定代谢模型的开发,以及将研究转化为实际策略的分析标准。目标是提供一个框架,利用网络科学积极管理微生物群,加强可持续畜牧生产。
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引用次数: 0
期刊
World journal of microbiology & biotechnology
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