functional genes

功能基因
  • 文章类型: Journal Article
    Constructed wetlands (CWs) have been widely used to ensure effective domestic wastewater treatment. Microorganisms-derived CWs have received extensive attention as they play a crucial role. However, research on the succession patterns of microbial communities and the influencing mechanisms of internal environmental factors throughout entire CW operations remains limited. In this context, three parallel-operated CWs were established in this study to assess the microbial communities and their influencing environmental factors at different substrate depths throughout the operation process using 16S rRNA gene high-throughput sequencing and metagenomic sequencing. The results showed gradual reproduction and accumulation of the microbial communities throughout the CW operation. Although gradual increases in the richness and diversity of the microbial communities were found, there were decreases in the functional expression of the dominant microbial species. The excessive accumulation of microorganisms will decrease the oxidation-reduction potential (ORP) within CWs and attenuate their influence on effluent.. Dissolved oxygen (DO) was the major factor influencing the microbial community succession over the CW operation. The main identified functional bacterial genera responsible for the ammonium oxidation, nitrification, and denitrification processes in the CWs were Nitrosospira, Nitrobacter, Nitrospira, Rhodanobacter, and Nakamurella. The narG gene was identified as a key functional gene linking various components of nitrogen cycling, while pH, electrical conductivity (EC), and ORP were the major environmental factors affecting the metabolism characteristics of nitrogen functional microorganisms. This study provides a theoretical basis for the effective regulation of related microbial communities to achieve long-term, efficient, and stable CW operations.
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  • 文章类型: Journal Article
    盐沼在沿海生态系统中具有重要的“净化”作用,可以去除多余的氮,否则可能会危害水生生物并降低水质。最近的研究表明,盐沼根系分泌物可能是氮转化的“控制中心”,但是缺乏经验证据。在这里,我们试图估计盐沼根系分泌物对氮的净化方向和程度,并获得对生物地球化学转化途径的机械理解。为了实现这一点,我们使用实验室培养来量化根系分泌物和土壤氮净化率,除了具有不同氮形式添加的芦苇种群下的酶活性和功能基因(NO3-,NH4+和尿素)。我们发现,NO3-和尿素的添加显着刺激总酸根的渗出,氨基酸,总糖和总有机碳,而NH4+的加入只会显著增加总酸,氨基酸和总酚渗出。高总糖,氨基酸和总有机碳浓度通过刺激氮净化细菌活性(包括酶活性和相关基因表达)来提高氮净化潜力。与添加NO3-和尿素相比,在添加NH4的情况下,潜在的反硝化速率没有显着提高。这应该归因于总酚的自毒性和选择性抑制作用。Further,尿素添加刺激了脲酶和蛋白酶的活性,并在氮添加处理中提供了更多的NH4和NO2-底物,以提高厌氧氨氧化速率。总的来说,这项研究表明,外源氮可以通过加速根系分泌物的释放来增加氮净化相关细菌的活性,可以刺激氮转化的活性,提高了盐沼的脱氮能力。
    Salt marsh has an important \'purification\' role in coastal ecosystems by removing excess nitrogen that could otherwise harm aquatic life and reduce water quality. Recent studies suggest that salt marsh root exudates might be the \'control centre\' for nitrogen transformation, but empirical evidence is lacking. Here we sought to estimate the direction and magnitude of nitrogen purification by salt marsh root exudates and gain a mechanistic understanding of the biogeochemical transformation pathway(s). To achieve this, we used a laboratory incubation to quantify both the root exudates and soil nitrogen purification rates, in addition to the enzyme activities and functional genes under Phragmites australis populations with different nitrogen forms addition (NO3-, NH4+ and urea). We found that NO3- and urea addition significantly stimulate P. australis root exudation of total acids, amino acids, total sugars and total organic carbon, while NH4+ addition only significantly increased total acids, amino acids and total phenol exudation. High total sugars, amino acids and total organic carbon concentrations enlarged nitrogen purification potential by stimulating the nitrogen purifying bacterial activities (including enzyme activities and related genes expression). Potential denitrification rates were not significantly elevated under NH4+ addition in comparison to NO3- and urea addition, which should be ascribed to total phenol self-toxicity and selective inhibition. Further, urea addition stimulated urease and protease activities with providing more NH4+ and NO2- substrates for elevated anaerobic ammonium oxidation rates among the nitrogen addition treatments. Overall, this study revealed that exogenous nitrogen could increase the nitrogen purification-associated bacterial activity through accelerating the root exudate release, which could stimulate the activity of nitrogen transformation, and then improve the nitrogen removal capacity in salt marsh.
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  • 文章类型: Journal Article
    低浓度硝酸盐污染物会导致地表水体富营养化,如湖泊和水库。本研究采用组装的反硝化细菌-真菌群落作为生物反硝化剂,与零价铁(ZVI)结合使用,处理微污染水。固定化细菌-真菌混合群落(IBFMC)反应器证明了它们能够将硝酸盐和有机碳减少43.2%和53.7%以上,分别。与IBFMC反应堆相比,IBFMC与ZVI(IBFMC@ZVI)反应器结合显示出增强的硝酸盐和有机碳去除效率,达到最高的31.55%和17.66%,分别。IBFMC@ZVI反应器中ZVI的存在刺激了微生物活性的各个方面,包括代谢过程,电子转移系统活动,丰富的功能基因和酶,以及微生物群落的多样性和丰富性。与IBFMC反应器相比,IBFMC@ZVI反应器中的三磷酸腺苷含量和电子转移系统活性分别提高了5.6和1.43倍以上。此外,在IBFMC@ZVI反应器中观察到关键基因和酶反硝化链的显着改善。铁在增强微生物多样性和活性方面发挥了核心作用,促进供应,和无机电子供体的转移。这项研究提出了一种创新的方法,用于在微污染水中应用反硝化细菌-真菌群落结合铁增强有效的反硝化。
    Low-dosage nitrate pollutants can contribute to eutrophication in surface water bodies, such as lakes and reservoirs. This study employed assembled denitrifying bacterial-fungal communities as bio-denitrifiers, in combination with zero-valent iron (ZVI), to treat micro-polluted water. Immobilized bacterial-fungal mixed communities (IBFMC) reactors demonstrated their ability to reduce nitrate and organic carbon by over 43.2 % and 53.7 %, respectively. Compared to IBFMC reactors, IBFMC combined with ZVI (IBFMC@ZVI) reactors exhibited enhanced removal efficiencies for nitrate and organic carbon, reaching the highest of 31.55 % and 17.66 %, respectively. The presence of ZVI in the IBFMC@ZVI reactors stimulated various aspects of microbial activity, including the metabolic processes, electron transfer system activities, abundance of functional genes and enzymes, and diversity and richness of microbial communities. The contents of adenosine triphosphate and electron transfer system activities enhanced more than 5.6 and 1.43 folds in the IBFMC@ZVI reactors compared with IBFMC reactors. Furthermore, significant improvement of crucial genes and enzyme denitrification chains was observed in the IBFMC@ZVI reactors. Iron played a central role in enhancing microbial diversity and activity, and promoting the supply, and transfer of inorganic electron donors. This study presents an innovative approach for applying denitrifying bacterial-fungal communities combined with iron enhancing efficient denitrification in micro-polluted water.
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  • 文章类型: Journal Article
    阿拉伯海东部(EAS)以其独特的海洋学特征而闻名,例如季节性季风,在季风季节,营养丰富的水域上升,初级生产力显着提高。在这项研究中,我们利用the弹枪宏基因组学方法来确定EAS非季风和季风季节细菌分类学和功能谱的季节性变化。在门和属水平上观察到细菌群落结构的显着季节性变化。这些发现还与基于编码与不同代谢途径相关的酶的基因的变异的细菌群落的功能谱的季节性变化相对应。随着Idiomarina的丰度增加,细菌类群的明显季节性变化很明显,马氏杆菌,嗜冷杆菌和变形杆菌,非季风季节厚壁菌的芽孢杆菌和葡萄球菌。这些类群与升高的核苷酸和氨基酸生物合成有关,氨基酸和脂质降解。相反,在季风期间,类群的组成随着Alteromonas而改变,变形杆菌和蓝细菌协同球菌的念珠菌Pelagibacter;对氨基酸和脂质生物合成有很大贡献,发酵和无机营养代谢,从功能分析中可以明显看出。回归分析证实,增加的季节性初级生产力显着影响与碳水化合物相关的基因的丰度,蛋白质和脂质代谢。这些强调了初级生产力的季节性变化在塑造细菌群落中的关键作用,它们的功能概况和驱动EAS中的生物地球化学循环。
    The eastern Arabian Sea (EAS) is known for its unique oceanographic features such as the seasonal monsoonal winds, upwelling of nutrient-rich waters and a significant increase in primary productivity during the monsoon season. In this study, we utilised the shotgun metagenomics approach to determine the seasonal variations in bacterial taxonomic and functional profiles during the non-monsoon and monsoon seasons in the EAS. Significant seasonal variations in the bacterial community structure were observed at the phylum and genera levels. These findings also correspond with seasonal shifts in the functional profiles of the bacterial communities based on the variations of genes encoding enzymes associated with different metabolic pathways. Pronounced seasonal variation of bacterial taxa was evident with an increased abundance of Idiomarina, Marinobacter, Psychrobacter and Alteromonas of Proteobacteria, Bacillus and Staphylococcus of Firmicutes during the non-monsoon season. These taxa were linked to elevated nucleotide and amino acid biosynthesis, amino acid and lipid degradation. Conversely, during the monsoon, the taxa composition changed with Alteromonas, Candidatus Pelagibacter of Proteobacteria and Cyanobacteria Synechococcus; contributing largely to the amino acid and lipid biosynthesis, fermentation and inorganic nutrient metabolism which was evident from functional analysis. Regression analysis confirmed that increased seasonal primary productivity significantly influenced the abundance of genes associated with carbohydrate, protein and lipid metabolism. These highlight the pivotal role of seasonal changes in primary productivity in shaping the bacterial communities, their functional profiles and driving the biogeochemical cycling in the EAS.
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  • 文章类型: Journal Article
    花序的形态结构影响种子的生产。苜蓿(紫花苜蓿)花序伸长的调节机制尚不清楚。因此,在这项研究中,我们对转录组进行了比较分析,蛋白质组,和两个极端材料在三个发育阶段的代谢组,以探索紫花苜蓿花序伸长的机制。我们观察了长花序和短花序的发育过程,发现长花序的苜蓿的伸长能力强于短花序的苜蓿。此外,转录组和蛋白质组的综合分析表明,类苯丙素生物合成途径与花序的结构形成密切相关。此外,我们基于苯丙素生物合成中涉及的差异表达基因和蛋白质(DEGs和DEPs),确定了与木质素生物合成相关的关键基因和蛋白质。此外,靶向激素代谢组分析显示IAA,GA,CK在苜蓿花序的花序梗伸长中起重要作用。基于组学分析,我们检测了与植物激素生物合成和信号转导相关的关键基因和蛋白。从WGCNA和WPCNA的结果来看,我们进一步筛选了与木质素生物合成相关的28个候选基因和6个关键蛋白,植物激素生物合成,和信号通路。此外,使用相关性分析发现了19个关键转录因子,它们可能在调节候选基因中起作用。本研究揭示了苜蓿花序伸长的分子机制,为提高苜蓿种子产量奠定了理论基础。
    The morphological architecture of inflorescence influences seed production. The regulatory mechanisms underlying alfalfa (Medicago sativa) inflorescence elongation remain unclear. Therefore, in this study, we conducted a comparative analysis of the transcriptome, proteome, and metabolome of two extreme materials at three developmental stages to explore the mechanisms underlying inflorescence elongation in alfalfa. We observed the developmental processes of long and short inflorescences and found that the elongation capacity of alfalfa with long inflorescence was stronger than that of alfalfa with short inflorescences. Furthermore, integrative analysis of the transcriptome and proteome indicated that the phenylpropanoid biosynthesis pathway was closely correlated with the structural formation of the inflorescence. Additionally, we identified key genes and proteins associated with lignin biosynthesis based on the differential expressed genes and proteins (DEGs and DEPs) involved in phenylpropanoid biosynthesis. Moreover, targeted hormone metabolome analysis revealed that IAA, GA, and CK play an important role in the peduncle elongation of alfalfa inflorescences. Based on omics analysis, we detected key genes and proteins related to plant hormone biosynthesis and signal transduction. From the WGCNA and WPCNA results, we furthermore screened 28 candidate genes and six key proteins that were correlated with lignin biosynthesis, plant hormone biosynthesis, and signaling pathways. In addition, 19 crucial transcription factors were discovered using correlation analysis that might play a role in regulating candidate genes. This study provides insight into the molecular mechanism of inflorescence elongation in alfalfa and establishes a theoretical foundation for improving alfalfa seed production.
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  • 文章类型: Journal Article
    泥炭地排水,然后进行土地利用转换,显着影响温室气体的通量(GHGs,即CO2、CH4和N2O)进出大气,受土壤性质和微生物群落变化的驱动。在这项研究中,我们将饱和泥炭地与用于放牧或耕种绵羊的排水泥炭地进行了比较,这在冰岛西南部很常见。这些地区表现出不同程度的土壤饱和度和氮(N)含量,反映了人为压力梯度。我们旨在弥补缺乏对N2O通量和排水的估计的知识差距,通过评估温室气体的排放,以及土地转化对这些排放的影响。此外,我们调查了土壤微生物群落功能多样性,及其与温室气体排放过程的联系。饱和泥炭地和排水泥炭地之间的温室气体排放量不同,随着土壤呼吸速率(CO2排放)和氮矿化(N2O)的增加,与人为压力的趋势一致。排水大大减少了甲烷(CH4)的排放,但增加了二氧化碳的排放。导致更高的全球变暖潜力(GWP)。耕种,包括偶尔的耕作和施肥,N2O排放量进一步增加,由较高的氮利用率和有利于硝化的条件介导。功能基因反映了整体趋势,显示出从饱和泥炭地普遍存在的产甲烷古菌(mcrA)向排水耕种地区的硝化菌(amoA)的转变。环境变量和养分含量是影响两种环境中群落组成的关键因素,总体上影响了温室气体的排放和三种气体的相对贡献。
    The drainage of peatlands followed by land use conversion significantly impacts on the fluxes of green-house gases (GHGs, i.e. CO2, CH4, and N2O) to and from the atmosphere, driven by changes in soil properties and microbial communities. In this study, we compared saturated peatlands with drained ones used for sheep grazing or cultivated, which are common in South-West Iceland. These areas exhibit different degrees of soil saturation and nitrogen (N) content, reflecting the anthropic pressure gradient. We aimed at covering knowledge gaps about lack of estimates on N2O fluxes and drainage, by assessing the emissions of GHGs, and the impact of land conversion on these emissions. Moreover, we investigated soil microbial community functional diversity, and its connection with processes contributing to GHGs emission. GHGs emissions differed between saturated and drained peatlands, with increased soil respiration rates (CO2 emissions) and N mineralization (N2O), consistent with the trend of anthropogenic pressure. Drainage drastically reduced methane (CH4) emissions but increased CO2 emissions, resulting in a higher global warming potential (GWP). Cultivation, involving occasional tillage and fertilization, further increased N2O emissions, mediated by higher N availability and conditions favorable to nitrification. Functional genes mirrored the overall trend, showing a shift from prevalent methanogenic archaea (mcrA) in saturated peatlands to nitrifiers (amoA) in drained-cultivated areas. Environmental variables and nutrient content were critical factors affecting community composition in both environments, which overall affected the GHGs emissions and the relative contribution of the three gases.
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  • 文章类型: Journal Article
    优势微生物和功能基因,包括hgcA,hgcB,美拉,和MerB,已被确定是汞(Hg)甲基化或甲基汞(MeHg)去甲基化的原因。然而,它们与甲基汞水平的原位相关性以及沿海地区汞甲基化和甲基汞去甲基化的过程仍然知之甚少。在这项研究中,与Hg甲基化和MeHg去甲基化相关的四个功能基因(hgcA,hgcB,美拉,和merB)都是使用宏基因组方法在中国东部沿海海洋(ECCSs)(受人类活动严重影响的代表性沿海海洋)的沉积物中检测到的。HgcA被确定为控制ECCS中甲基汞的原位净产生的关键基因。基于宏基因组分析和孵化实验,硫酸盐还原细菌被确定为控制ECCS中Hg甲基化的优势微生物。此外,hgcA基因与甲基汞含量和汞甲基化率呈正相关,强调汞甲基化基因和受沉积物理化性质影响的微生物在ECCS中的汞循环中的潜在作用。这些发现强调了在其他自然系统中进行类似研究以阐明水生环境中甲基汞生产的分子机制的必要性。
    Dominant microorganisms and functional genes, including hgcA, hgcB, merA, and merB, have been identified to be responsible for mercury (Hg) methylation or methylmercury (MeHg) demethylation. However, their in situ correlation with MeHg levels and the processes of Hg methylation and MeHg demethylation in coastal areas remains poorly understood. In this study, four functional genes related to Hg methylation and MeHg demethylation (hgcA, hgcB, merA, and merB) were all detected in the sediments of the Eastern China Coastal Seas (ECCSs) (representative coastal seas highly affected by human activities) using metagenomic approaches. HgcA was identified to be the key gene controlling the in situ net production of MeHg in the ECCSs. Based on metagenomic analysis and incubation experiments, sulfate-reducing bacteria were identified as the dominant microorganisms controlling Hg methylation in the ECCSs. In addition, hgcA gene was positively correlated with the MeHg content and Hg methylation rates, highlighting the potential roles of Hg methylation genes and microorganisms influenced by sediment physicochemical properties in MeHg cycling in the ECCSs. These findings highlighted the necessity of conducting similar studies in other natural systems for elucidating the molecular mechanisms underlying MeHg production in aquatic environments.
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  • 文章类型: English Abstract
    微塑料(MPs)作为一种新型污染物对水体污染的影响已成为研究热点。探讨淡水环境中MPs丰度与氮代谢功能的响应关系,以乌兰素海湖为研究对象,利用蔡司显微镜检测水中MPs的丰度,利用宏基因组学测序分析了水体中氮代谢功能菌和功能基因的分布特征。采用相关性分析方法探讨了MPs丰度与氮代谢功能微生物及氮代谢功能基因的关系。结果表明,MPs在淡水环境中的存在对蓝藻和Firmicutes作为优势门的影响更大。议员的存在促进了他们的丰富和成长。在优势细菌属中,MPs更显著地促进了分枝杆菌的生长,抑制了念珠菌的生长,进一步表明,在淡水环境中,MPs通过影响微生物群落影响正常的氮代谢,碳氮固定和反硝化等途径是MPs影响氮代谢的重要途径。从氮代谢功能基因的角度,结果发现,在硝化过程中,MPs的丰度显著影响了一些功能基因(pmoA-amoA,pmoB-amoB,和pmoC-amoC),反硝化(nirK和napA),和异化硝酸盐还原(nrfA)过程(P<0.05)。此外,MPs丰度对同一氮代谢途径中不同功能基因的影响不同,使国会议员对水生环境的影响非常复杂;因此,它对水环境的危害不可低估。
    The impact of microplastics (MPs) as a new type of pollutant on water pollution has become a research hotspot. To explore the response relationship between the abundance of MPs and nitrogen metabolism function in a freshwater environment, Lake Ulansuhai was used as the research object; the abundance of MPs in the water was detected using a Zeiss microscope, and the distribution characteristics of nitrogen metabolism functional bacteria and functional genes in the water were analyzed using metagenomics sequencing. The correlation analysis method was used to explore the relationship between the abundance of MPs and nitrogen metabolism functional microorganisms and nitrogen metabolism functional genes. The results showed that the presence of MPs in freshwater environments had a higher impact on Cyanobacteria and Firmicutes as the dominant phyla, and the presence of MPs promoted their enrichment and growth. Among the dominant bacterial genera, MPs promoted the growth of Mycobacterium and inhibited Candidatus_Planktopila more significantly, further indicating that in freshwater environments, MPs affected normal nitrogen metabolism by affecting microbial communities, and pathways such as carbon and nitrogen fixation and denitrification were important pathways for MPs to affect nitrogen metabolism. From the perspective of nitrogen metabolism functional genes, it was found that the abundance of MPs significantly affected some functional genes during nitrification (pmoA-amoA, pmoB-amoB, and pmoC-amoC), denitrification (nirK and napA), and dissimilatory nitrate reduction (nrfA) processes (P < 0.05). Moreover, the influence of MPs abundance on different functional genes in the same pathway of nitrogen metabolism varied, making the impact of MPs on aquatic environments very complex; thus, its harm to the water environment cannot be underestimated.
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  • 文章类型: Journal Article
    作为外源碳输入,微塑料(MPs),特别是可生物降解的国会议员,可能会显著破坏土壤微生物群落和土壤元素循环(CNPS循环),但是很少有研究关注这一点。这里,我们专注于评估传统低密度聚乙烯(LDPE)的影响,可生物降解的聚己二酸对苯二甲酸丁二醇酯(PBAT),和聚乳酸(PLA)MPs对土壤-大豆系统中根际微生物群落和CNPS循环的影响。结果表明,与LDPE-MPs相比,PBAT-MPs和PLA-MPs对大豆生长的影响更大,导致播散阶段的芽氮(14.05%和11.84%)和芽生物量(33.80%和28.09%)减少。此外,溶解有机碳(DOC)分别增长20.91%和66.59%,在PBAT-MPs和PLA-MPs处理的土壤中,硝酸盐氮(NO3--N)显着降低了56.91%和69.65%,分别。PBAT-MPs和PLA-MPs主要增强共营养细菌(变形杆菌)和抑制的寡营养细菌(Verrucomicrobiota,Gemmatimonadota,等。),增加CNPS循环相关功能基因的丰度。LDPE-MPs倾向于富集寡营养细菌(Verrucomicrobiota,等。)并降低CNPS循环相关功能基因的丰度。相关分析表明,不同降解性质的MPs选择性地影响细菌群落的组成和功能,导致土壤养分(尤其是NO3--N)的有效性发生变化。冗余分析进一步表明,NO3--N是大豆生长的主要制约因素。本研究为揭示MPs对土壤-植物系统的潜在生态效应提供了新的视角。
    As an exogenous carbon input, microplastics (MPs), especially biodegradable MPs, may significantly disrupt soil microbial communities and soil element cycling (CNPS cycling), but few studies have focused on this. Here, we focused on assessing the effects of conventional low-density polyethylene (LDPE), biodegradable polybutylene adipate terephthalate (PBAT), and polylactic acid (PLA) MPs on rhizosphere microbial communities and CNPS cycling in a soil-soybean system. The results showed that PBAT-MPs and PLA-MPs were more detrimental to soybean growth than LDPE-MPs, resulting in a reduction in shoot nitrogen (14.05% and 11.84%) and shoot biomass (33.80% and 28.09%) at the podding stage. In addition, dissolved organic carbon (DOC) increased by 20.91% and 66.59%, while nitrate nitrogen (NO3--N) significantly decreased by 56.91% and 69.65% in soils treated with PBAT-MPs and PLA-MPs, respectively. PBAT-MPs and PLA-MPs mainly enhanced copiotrophic bacteria (Proteobacteria) and suppressed oligotrophic bacteria (Verrucomicrobiota, Gemmatimonadota, etc.), increasing the abundance of CNPS cycling-related functional genes. LDPE-MPs tended to enrich oligotrophic bacteria (Verrucomicrobiota, etc.) and decrease the abundance of CNPS cycling-related functional genes. Correlation analysis revealed that MPs with different degradation properties selectively affected the composition and function of the bacterial community, resulting in changes in the availability of soil nutrients (especially NO3--N). Redundancy analysis further indicated that NO3--N was the primary constraining factor for soybean growth. This study provides a new perspective for revealing the underlying ecological effects of MPs on soil-plant systems.
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  • 文章类型: Journal Article
    硫(S)循环是重要的生物地球化学循环,对各种微生物的细胞和生态系统水平过程都具有深远的影响。红树林沉积物是生物地球化学循环的热点,特别是对于高浓度S化合物的S循环。以前的研究主要集中在一些特定的无机S循环过程中,而没有特别关注整个S循环群落和过程以及有机S代谢。在这项研究中,我们全面分析了分布,使用宏基因组测序数据,S循环微生物群落的生态网络和组装机制及其随沉积物深度的变化。结果表明,参与硫氧化的基因家族的丰度,同化硫酸盐还原,二甲基磺丙酸盐(DMSP)的裂解和去甲基化随沉积物深度而减少,而参与S还原和二甲基硫醚(DMS)转化的趋势相反。具体来说,glpE,负责将S2O32-转换为SO32-,在表层沉积物中丰度最高,随沉积物深度而降低;相比之下,大量的DMSA,负责将二甲基亚砜(DMSO)转化为DMS,被识别并随着沉积物深度的增加而增加。我们确定假单胞菌和链霉菌是主要的S循环微生物,而热球菌可以在S循环微生物群落的微生物网络连接中发挥重要作用。我们的统计分析表明,分类学和功能组成通常是由随机过程形成的,而有机S代谢的功能组成显示出从随机过程到确定性过程的转变。本研究为S循环功能和分类单元的多样性分布及其潜在的组装机制提供了新的视角。这对维持红树林生态系统功能具有重要意义。
    The sulfur (S) cycle is an important biogeochemical cycle with profound implications for both cellular- and ecosystem-level processes by diverse microorganisms. Mangrove sediments are a hotspot of biogeochemical cycling, especially for the S cycle with high concentrations of S compounds. Previous studies have mainly focused on some specific inorganic S cycling processes without paying specific attention to the overall S-cycling communities and processes as well as organic S metabolism. In this study, we comprehensively analyzed the distribution, ecological network and assembly mechanisms of S cycling microbial communities and their changes with sediment depths using metagenome sequencing data. The results showed that the abundance of gene families involved in sulfur oxidation, assimilatory sulfate reduction, and dimethylsulfoniopropionate (DMSP) cleavage and demethylation decreased with sediment depths, while those involved in S reduction and dimethyl sulfide (DMS) transformation showed an opposite trend. Specifically, glpE, responsible for converting S2O32- to SO32-, showed the highest abundance in the surface sediment and decreased with sediment depths; in contrast, high abundances of dmsA, responsible for converting dimethyl sulfoxide (DMSO) to DMS, were identified and increased with sediment depths. We identified Pseudomonas and Streptomyces as the main S-cycling microorganisms, while Thermococcus could play an import role in microbial network connections in the S-cycling microbial community. Our statistical analysis showed that both taxonomical and functional compositions were generally shaped by stochastic processes, while the functional composition of organic S metabolism showed a transition from stochastic to deterministic processes. This study provides a novel perspective of diversity distribution of S-cycling functions and taxa as well as their potential assembly mechanisms, which has important implications for maintaining mangrove ecosystem functions.
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