首页 > 最新文献

ISME communications最新文献

英文 中文
Seasonal and stable heterotrophic guilds drive Arctic benthic microbiome functioning across polar day and night. 季节性和稳定的异养行会驱动北极底栖微生物群在极地昼夜的功能。
IF 6.1 Q1 ECOLOGY Pub Date : 2025-09-19 eCollection Date: 2025-01-01 DOI: 10.1093/ismeco/ycaf161
Chyrene Moncada, Carol Arnosti, Jan D Brüwer, Dirk de Beer, Gunter Wegener, Peter Stief, Marit R van Erk, Jürgen Titschack, Rudolf Amann, Katrin Knittel

The remineralization of organic matter by benthic bacteria is an essential process in the marine carbon cycle. In polar regions, strong variation in daylength causes pronounced seasonality in primary productivity, but the responses of sedimentary bacteria to these fluctuations are not well understood. We investigated the seasonal dynamics of benthic bacterial communities from an Arctic fjord and found a partitioning of the communities into seasonally responsive and stable guilds. We separately analyzed the fractions of cells in the porewater and those loosely and firmly attached to sand grains through 16S ribosomal RNA gene sequencing, cell counting, rate measurements, and geochemical analyses. The porewater and loosely attached bacterial communities showed a dynamic response in composition and activity, suggesting that they play a central role in benthic-pelagic coupling by responding rapidly to seasonal fluctuations in organic matter availability. In contrast, the majority of the firmly attached cells showed a more buffered response, as reflected, e.g. in the consistently high cell numbers of Woeseiaceae. This fraction is potentially key to maintaining baseline remineralization processes throughout the year, independent of fresh organic matter input. These findings provide a new mechanistic understanding of carbon cycling in Arctic surface sediments that may also apply beyond polar regions.

底栖细菌对有机物的再矿化作用是海洋碳循环的重要过程。在极地地区,白昼长度的强烈变化导致初级生产力的明显季节性,但沉积细菌对这些波动的反应尚未得到很好的理解。我们调查了北极峡湾底栖细菌群落的季节性动态,发现群落划分为季节性响应和稳定的行会。通过16S核糖体RNA基因测序、细胞计数、速率测量和地球化学分析,我们分别分析了孔隙水中的细胞组分和松散而牢固地附着在沙粒上的细胞组分。孔隙水和松散附着的细菌群落在组成和活性上表现出动态响应,表明它们通过快速响应有机质有效性的季节性波动,在底栖-远洋耦合中发挥核心作用。相比之下,大多数牢固附着的细胞表现出更多的缓冲反应,如反映,例如在持续高的细胞数量中。这部分是维持全年基线再矿化过程的潜在关键,独立于新鲜有机物的输入。这些发现为北极表层沉积物的碳循环提供了一种新的机制理解,也可能适用于极地以外的地区。
{"title":"Seasonal and stable heterotrophic guilds drive Arctic benthic microbiome functioning across polar day and night.","authors":"Chyrene Moncada, Carol Arnosti, Jan D Brüwer, Dirk de Beer, Gunter Wegener, Peter Stief, Marit R van Erk, Jürgen Titschack, Rudolf Amann, Katrin Knittel","doi":"10.1093/ismeco/ycaf161","DOIUrl":"10.1093/ismeco/ycaf161","url":null,"abstract":"<p><p>The remineralization of organic matter by benthic bacteria is an essential process in the marine carbon cycle. In polar regions, strong variation in daylength causes pronounced seasonality in primary productivity, but the responses of sedimentary bacteria to these fluctuations are not well understood. We investigated the seasonal dynamics of benthic bacterial communities from an Arctic fjord and found a partitioning of the communities into seasonally responsive and stable guilds. We separately analyzed the fractions of cells in the porewater and those loosely and firmly attached to sand grains through 16S ribosomal RNA gene sequencing, cell counting, rate measurements, and geochemical analyses. The porewater and loosely attached bacterial communities showed a dynamic response in composition and activity, suggesting that they play a central role in benthic-pelagic coupling by responding rapidly to seasonal fluctuations in organic matter availability. In contrast, the majority of the firmly attached cells showed a more buffered response, as reflected, e.g. in the consistently high cell numbers of <i>Woeseiaceae</i>. This fraction is potentially key to maintaining baseline remineralization processes throughout the year, independent of fresh organic matter input. These findings provide a new mechanistic understanding of carbon cycling in Arctic surface sediments that may also apply beyond polar regions.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":"5 1","pages":"ycaf161"},"PeriodicalIF":6.1,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12503162/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145253945","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Interspecies electron transfer as one of key drivers of methanogenic consortia succession within quorum sensing regulation. 在群体感应调节下,种间电子转移是产甲烷群落演替的关键驱动因素之一。
IF 6.1 Q1 ECOLOGY Pub Date : 2025-09-19 eCollection Date: 2025-01-01 DOI: 10.1093/ismeco/ycaf165
Shunan Zhao, Fangzhou Wang, Liuying Song, Shaoqing Zhu, Suo Liu, Kai Zhao, Ruiping Liu, Yu-You Li

Robust interspecies interactions are essential for efficient methanogenesis in anaerobic digestion. This study investigated the impact of quorum sensing (QS) enhancement on the succession of methanogenic communities during anaerobic digestion. The QS stimulation via exogenous N-acyl-homoserine lactones enhanced methane production by 18.8%-22.1%. Moreover, QS shaped microbial community succession toward a more deterministic assembly, selectively enriching key syntrophs (Pelotomaculum, Smithella), and methanogens (Methanobacterium, Methanothrix). Metagenomic analysis revealed that QS induced genes related to transcription, transport, and cofactor biosynthesis instead of directly regulating carbon metabolism. In this context, interspecies electron transfer emerges as a critical factor regulating interspecies interactions under QS regulation. Specifically, QS enhancement boosted redox mediator secretion, and the concentration of 2-amino-3-carboxy-1,4-naphthoquinone and phenazine increased by 7.8- and 4.8-fold, respectively. QS enhancement also induced higher abundance of c-type cytochromes. Moreover, the higher electron transfer coefficients were detected with 40.2%-89.9% increase. Further, QS also enhanced relative abundance of genes involved in Complex I/III and ferredoxin-dependent hydrogenases, promoting electron flow from syntrophs to methanogens. These effects induced higher relative abundance of genes associated with syntrophic propionate/butyrate oxidation and hydrogenotrophic/acetotrophic methanogenesis. Collectively, given that the similar regulation pathway is widely distributed in anaerobes, these findings identify QS as a critical ecological signal that drives functional microbial succession.

在厌氧消化中,强有力的种间相互作用是有效产甲烷的必要条件。本研究探讨了群体感应(quorum sensing, QS)增强对厌氧消化过程中产甲烷群落演替的影响。外源n -酰基-同丝氨酸内酯刺激QS可使甲烷产量提高18.8% ~ 22.1%。此外,QS将微生物群落演替向更确定的组合方向发展,选择性地丰富关键共生菌(Pelotomaculum, Smithella)和产甲烷菌(Methanobacterium, Methanothrix)。宏基因组分析表明,QS诱导的基因与转录、转运和辅因子生物合成相关,而不是直接调节碳代谢。在此背景下,种间电子转移成为QS调控下调节种间相互作用的关键因素。其中,QS增强促进了氧化还原介质的分泌,2-氨基-3-羧基-1,4-萘醌和吩那嗪的浓度分别增加了7.8倍和4.8倍。QS增强也导致c型细胞色素丰度增加。电子传递系数提高了40.2% ~ 89.9%。此外,QS还提高了复合物I/III和铁氧化还蛋白依赖的氢化酶相关基因的相对丰度,促进了电子从合养生物向产甲烷菌的流动。这些效应导致与合营养丙酸/丁酸氧化和氢营养/乙营养甲烷生成相关的基因相对丰度较高。综上所述,考虑到类似的调控途径在厌氧菌中广泛分布,这些发现表明QS是驱动功能性微生物演替的关键生态信号。
{"title":"Interspecies electron transfer as one of key drivers of methanogenic consortia succession within quorum sensing regulation.","authors":"Shunan Zhao, Fangzhou Wang, Liuying Song, Shaoqing Zhu, Suo Liu, Kai Zhao, Ruiping Liu, Yu-You Li","doi":"10.1093/ismeco/ycaf165","DOIUrl":"10.1093/ismeco/ycaf165","url":null,"abstract":"<p><p>Robust interspecies interactions are essential for efficient methanogenesis in anaerobic digestion. This study investigated the impact of quorum sensing (QS) enhancement on the succession of methanogenic communities during anaerobic digestion. The QS stimulation via exogenous N-acyl-homoserine lactones enhanced methane production by 18.8%-22.1%. Moreover, QS shaped microbial community succession toward a more deterministic assembly, selectively enriching key syntrophs (<i>Pelotomaculum</i>, <i>Smithella</i>), and methanogens (<i>Methanobacterium</i>, <i>Methanothrix</i>). Metagenomic analysis revealed that QS induced genes related to transcription, transport, and cofactor biosynthesis instead of directly regulating carbon metabolism. In this context, interspecies electron transfer emerges as a critical factor regulating interspecies interactions under QS regulation. Specifically, QS enhancement boosted redox mediator secretion, and the concentration of 2-amino-3-carboxy-1,4-naphthoquinone and phenazine increased by 7.8- and 4.8-fold, respectively. QS enhancement also induced higher abundance of c-type cytochromes. Moreover, the higher electron transfer coefficients were detected with 40.2%-89.9% increase. Further, QS also enhanced relative abundance of genes involved in Complex I/III and ferredoxin-dependent hydrogenases, promoting electron flow from syntrophs to methanogens. These effects induced higher relative abundance of genes associated with syntrophic propionate/butyrate oxidation and hydrogenotrophic/acetotrophic methanogenesis. Collectively, given that the similar regulation pathway is widely distributed in anaerobes, these findings identify QS as a critical ecological signal that drives functional microbial succession.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":"5 1","pages":"ycaf165"},"PeriodicalIF":6.1,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12503159/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145253950","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental species introductions influence fungal community succession through positive and negative effects on resident species. 实验种的引入对真菌群落演替的影响主要表现为正效应和负效应。
IF 6.1 Q1 ECOLOGY Pub Date : 2025-09-19 eCollection Date: 2025-01-01 DOI: 10.1093/ismeco/ycaf166
Sonja Saine, Tadashi Fukami, Reijo Penttilä, Brendan Furneaux, Otso Ovaskainen, Nerea Abrego

Successional pathways of microbial communities are influenced by the complex interactive dynamics among the resident and immigrating species, along with the interactive feedback loops with their environment. Although studies on microbial communities have described patterns of microbial succession, quantitative evidence of how resident communities respond to immigrating species and how such relationships translate into successional changes remains limited, especially for species-rich communities under natural settings. Here, we carried out a field experiment to investigate how the identity of immigrating species influences the successional pathways of wood-inhabiting fungi. We simulated immigration through inoculations of nine selected wood-inhabiting fungal species and characterized resident fungal communities before and one and two years after the inoculations through DNA metabarcoding. The experiments included 275 naturally fallen and 185 artificially felled fresh logs of Norway spruce, with different log types hosting distinct initial resident communities of fungi and representing different abiotic conditions. While the resident community succession was mostly explained by the log-level abiotic characteristics, the identity of immigrating species also influenced the composition of resident communities, and consequently community succession. The immigrating species influenced resident species mostly negatively, suggesting competitive interactions to be important determinants of community succession. The responses of resident species to the immigrating species were phylogenetically correlated, suggesting that shared traits underlie species interactions in the species-rich wood-inhabiting fungal communities. This study advanced the understanding of community succession in species-rich natural systems by providing experimental evidence that the immigrating species influence community succession through the phylogenetically structured responses of resident species.

微生物群落的演替路径受到常驻物种和迁移物种之间复杂的相互作用动态以及与环境的相互作用反馈回路的影响。尽管对微生物群落的研究已经描述了微生物演替的模式,但关于常驻群落如何响应外来物种以及这种关系如何转化为演替变化的定量证据仍然有限,特别是对于自然环境下物种丰富的群落。本文通过野外实验,研究了外来物种身份对木栖真菌演替途径的影响。我们通过接种9种木材真菌来模拟迁移,并通过DNA元条形码分析了接种前和接种后1年和2年的真菌群落特征。实验包括275根自然砍伐的挪威云杉原木和185根人工砍伐的挪威云杉原木,不同类型的原木承载不同的真菌初始居住群落,代表不同的非生物条件。虽然常住群落演替主要由对数水平的非生物特征来解释,但迁移物种的身份也会影响常住群落的组成,从而影响群落演替。迁入物种对留居物种的影响主要是负向的,表明竞争相互作用是群落演替的重要决定因素。在物种丰富的木栖真菌群落中,物种间相互作用的基础是共同的特征。本研究通过实验证明外来物种通过定居物种的系统发育结构响应影响群落演替,促进了对物种丰富的自然系统中群落演替的认识。
{"title":"Experimental species introductions influence fungal community succession through positive and negative effects on resident species.","authors":"Sonja Saine, Tadashi Fukami, Reijo Penttilä, Brendan Furneaux, Otso Ovaskainen, Nerea Abrego","doi":"10.1093/ismeco/ycaf166","DOIUrl":"10.1093/ismeco/ycaf166","url":null,"abstract":"<p><p>Successional pathways of microbial communities are influenced by the complex interactive dynamics among the resident and immigrating species, along with the interactive feedback loops with their environment. Although studies on microbial communities have described patterns of microbial succession, quantitative evidence of how resident communities respond to immigrating species and how such relationships translate into successional changes remains limited, especially for species-rich communities under natural settings. Here, we carried out a field experiment to investigate how the identity of immigrating species influences the successional pathways of wood-inhabiting fungi. We simulated immigration through inoculations of nine selected wood-inhabiting fungal species and characterized resident fungal communities before and one and two years after the inoculations through DNA metabarcoding. The experiments included 275 naturally fallen and 185 artificially felled fresh logs of Norway spruce, with different log types hosting distinct initial resident communities of fungi and representing different abiotic conditions. While the resident community succession was mostly explained by the log-level abiotic characteristics, the identity of immigrating species also influenced the composition of resident communities, and consequently community succession. The immigrating species influenced resident species mostly negatively, suggesting competitive interactions to be important determinants of community succession. The responses of resident species to the immigrating species were phylogenetically correlated, suggesting that shared traits underlie species interactions in the species-rich wood-inhabiting fungal communities. This study advanced the understanding of community succession in species-rich natural systems by providing experimental evidence that the immigrating species influence community succession through the phylogenetically structured responses of resident species.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":"5 1","pages":"ycaf166"},"PeriodicalIF":6.1,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12510464/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145282117","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Strain-level variation controls nutrient niche occupancy by health-associated Anaerostipes hadrus. 菌株水平的变化控制着与健康相关的厌氧菌对营养生态位的占有。
IF 6.1 Q1 ECOLOGY Pub Date : 2025-09-17 eCollection Date: 2025-01-01 DOI: 10.1093/ismeco/ycaf163
Loudon Herold, Bradley G Fitzgerald, Gwenno M E Leclercq, Matthew T Sorbara

Nutrient niche access by the gut microbiota impacts community assembly and dynamics, the production of host-benefiting short-chain fatty acids (SCFAs), and pathogen inhibition through colonization resistance. Furthermore, deciphering if and how niche access varies on a strain level will be important as individual strains of gut microbes are selected for inclusion in new live biotherapeutic products. Despite this, for many gut anaerobes, nutrient niche occupancy and impacts of strain variation remain unknown. Here, we examined nutrient niches of Anaerostipes hadrus (AH), a butyrate-producing member of the Lachnospiraceae family. We found that AH isolates encode a carbohydrate metabolism gene repertoire that is distinct from other Lachnospiraceae. Furthermore, tested AH isolates show variation in carbohydrate-related genes between strains and large numbers of genes associated with horizontal gene transfer events. Functionally, we demonstrate that AH isolates exhibit strain-specific patterns of nutrient niche access that can be associated with the gain, loss, and disruption of gene clusters enabling specific carbohydrate metabolism. This strain-specific carbohydrate use drives variable SCFA production. Unexpectedly, strains exhibit differential preferences for carbohydrates, which alter SCFA profiles in environments with multiple possible nutrient niches available. Furthermore, when strains of AH interact in an environment with multiple nutrient niches available, strain-strain interactions result in varying SCFA profiles that extend beyond the additive effects of individual strain behavior. Altogether, these results demonstrate the importance of evaluating strain-level variation in the design of future live biotherapeutic products.

肠道菌群对营养生态位的获取影响了群落的聚集和动态,对宿主有益的短链脂肪酸(SCFAs)的产生,以及通过定植抗性对病原体的抑制。此外,当选择肠道微生物的个别菌株用于新的活生物治疗产品时,破译菌株水平上的生态位获取是否以及如何变化将是重要的。尽管如此,对于许多肠道厌氧菌,营养生态位占用和菌株变化的影响仍然未知。在这里,我们研究了硬厌氧菌(AH)的营养生态位,这是一种产丁酸盐的毛螺菌科成员。我们发现,AH分离物编码的碳水化合物代谢基因库与其他毛缕菌科不同。此外,测试的AH分离株显示菌株之间碳水化合物相关基因的差异以及与水平基因转移事件相关的大量基因。在功能上,我们证明了AH分离物表现出菌株特有的营养生态位获取模式,这可能与基因簇的获得、损失和破坏有关,从而实现特定的碳水化合物代谢。这种菌株特异性碳水化合物的使用驱动可变的SCFA生产。出乎意料的是,菌株对碳水化合物表现出不同的偏好,这在具有多种可能的营养生态位的环境中改变了SCFA谱。此外,当AH菌株在具有多个营养生态位的环境中相互作用时,菌株-菌株相互作用会导致不同的SCFA谱,这超出了单个菌株行为的加性效应。总之,这些结果证明了评估菌株水平变化在未来活生物治疗产品设计中的重要性。
{"title":"Strain-level variation controls nutrient niche occupancy by health-associated <i>Anaerostipes hadrus</i>.","authors":"Loudon Herold, Bradley G Fitzgerald, Gwenno M E Leclercq, Matthew T Sorbara","doi":"10.1093/ismeco/ycaf163","DOIUrl":"10.1093/ismeco/ycaf163","url":null,"abstract":"<p><p>Nutrient niche access by the gut microbiota impacts community assembly and dynamics, the production of host-benefiting short-chain fatty acids (SCFAs), and pathogen inhibition through colonization resistance. Furthermore, deciphering if and how niche access varies on a strain level will be important as individual strains of gut microbes are selected for inclusion in new live biotherapeutic products. Despite this, for many gut anaerobes, nutrient niche occupancy and impacts of strain variation remain unknown. Here, we examined nutrient niches of <i>Anaerostipes hadrus</i> (AH)<i>,</i> a butyrate-producing member of the <i>Lachnospiraceae</i> family. We found that AH isolates encode a carbohydrate metabolism gene repertoire that is distinct from other <i>Lachnospiraceae</i>. Furthermore, tested AH isolates show variation in carbohydrate-related genes between strains and large numbers of genes associated with horizontal gene transfer events. Functionally, we demonstrate that AH isolates exhibit strain-specific patterns of nutrient niche access that can be associated with the gain, loss, and disruption of gene clusters enabling specific carbohydrate metabolism. This strain-specific carbohydrate use drives variable SCFA production. Unexpectedly, strains exhibit differential preferences for carbohydrates, which alter SCFA profiles in environments with multiple possible nutrient niches available. Furthermore, when strains of AH interact in an environment with multiple nutrient niches available, strain-strain interactions result in varying SCFA profiles that extend beyond the additive effects of individual strain behavior. Altogether, these results demonstrate the importance of evaluating strain-level variation in the design of future live biotherapeutic products.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":"5 1","pages":"ycaf163"},"PeriodicalIF":6.1,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12503163/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145253939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Environmental gradients shape viral-host dynamics in the Pearl River estuary. 珠江口环境梯度影响病毒-宿主动态。
IF 6.1 Q1 ECOLOGY Pub Date : 2025-09-17 eCollection Date: 2025-01-01 DOI: 10.1093/ismeco/ycaf164
Ruixian Sun, Wenqian Xu, Yangbing Xu, Zhimeng Xu, Yehui Tan, Jiying Li, Hongbin Liu, Charmaine C M Yung

Marine viruses play critical roles in shaping microbial communities and driving biogeochemical cycles, yet their dynamics in estuarine systems are not well characterized. Here, we conducted a comprehensive metagenomic analysis of viral communities and virus-host interactions across the Pearl River estuary, a dynamic subtropical estuary in southern China. Using 24 metagenomic libraries from eight sampling sites, we identified 29,952 viral populations, with Uroviricota and potential Uroviricota accounted for 80.48% of taxa, underscoring their ecological importance. A key finding of our integrated analysis is the unexpectedly high abundance of nucleocytoplasmic large DNA viruses in offshore waters, which suggests a more significant role for eukaryotic viruses in coastal ecosystems than previously acknowledged and correlates with elevated levels of their eukaryotic hosts. Environmental variables, particularly salinity and nutrient availability, emerged as key drivers of viral and host distribution patterns. By linking environmental gradients to distinct community "envirotypes" and their underlying genomic features, we revealed novel virus-host interactions and highlighted the impact of environmental gradients on microbial ecology. Additionally, viral auxiliary metabolic genes linked to phosphorus and nitrogen metabolism suggest critical roles in modulating host metabolic pathways and influencing nutrient cycling. Our findings demonstrate how spatial heterogeneity and environmental gradients shape viral and microbial ecology in estuarine ecosystems. Our findings provide a holistic, multi-domain view of microbial and viral ecology, demonstrating how integrating prokaryotic, eukaryotic, and viral community analyses offers a more complete understanding of ecosystem function in these critical transition zones.

海洋病毒在形成微生物群落和推动生物地球化学循环方面发挥着关键作用,但其在河口系统中的动态尚未得到很好的表征。本文以珠江河口为研究对象,对珠江河口的病毒群落和病毒与宿主的相互作用进行了宏基因组分析。利用8个采样点的24个元基因组文库,共鉴定出病毒种群29952个,其中尿viricota和潜在尿viricota占总分类群的80.48%,显示出其生态重要性。我们综合分析的一个关键发现是,近海水域核胞质大DNA病毒的丰度出乎意料地高,这表明真核病毒在沿海生态系统中的作用比以前认识到的更重要,并且与真核宿主的水平升高有关。环境变量,特别是盐度和养分供应,成为病毒和宿主分布模式的关键驱动因素。通过将环境梯度与不同的群落“环境型”及其潜在的基因组特征联系起来,我们揭示了新的病毒-宿主相互作用,并强调了环境梯度对微生物生态的影响。此外,与磷和氮代谢相关的病毒辅助代谢基因表明,在调节宿主代谢途径和影响养分循环中起着关键作用。我们的研究结果证明了空间异质性和环境梯度如何影响河口生态系统中的病毒和微生物生态。我们的研究结果为微生物和病毒生态学提供了一个整体的、多领域的观点,展示了如何将原核、真核和病毒群落分析结合起来,以更全面地了解这些关键过渡地带的生态系统功能。
{"title":"Environmental gradients shape viral-host dynamics in the Pearl River estuary.","authors":"Ruixian Sun, Wenqian Xu, Yangbing Xu, Zhimeng Xu, Yehui Tan, Jiying Li, Hongbin Liu, Charmaine C M Yung","doi":"10.1093/ismeco/ycaf164","DOIUrl":"10.1093/ismeco/ycaf164","url":null,"abstract":"<p><p>Marine viruses play critical roles in shaping microbial communities and driving biogeochemical cycles, yet their dynamics in estuarine systems are not well characterized. Here, we conducted a comprehensive metagenomic analysis of viral communities and virus-host interactions across the Pearl River estuary, a dynamic subtropical estuary in southern China. Using 24 metagenomic libraries from eight sampling sites, we identified 29,952 viral populations, with Uroviricota and potential Uroviricota accounted for 80.48% of taxa, underscoring their ecological importance. A key finding of our integrated analysis is the unexpectedly high abundance of nucleocytoplasmic large DNA viruses in offshore waters, which suggests a more significant role for eukaryotic viruses in coastal ecosystems than previously acknowledged and correlates with elevated levels of their eukaryotic hosts. Environmental variables, particularly salinity and nutrient availability, emerged as key drivers of viral and host distribution patterns. By linking environmental gradients to distinct community \"envirotypes\" and their underlying genomic features, we revealed novel virus-host interactions and highlighted the impact of environmental gradients on microbial ecology. Additionally, viral auxiliary metabolic genes linked to phosphorus and nitrogen metabolism suggest critical roles in modulating host metabolic pathways and influencing nutrient cycling. Our findings demonstrate how spatial heterogeneity and environmental gradients shape viral and microbial ecology in estuarine ecosystems. Our findings provide a holistic, multi-domain view of microbial and viral ecology, demonstrating how integrating prokaryotic, eukaryotic, and viral community analyses offers a more complete understanding of ecosystem function in these critical transition zones.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":"5 1","pages":"ycaf164"},"PeriodicalIF":6.1,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12533691/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145330940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fertilization impacts microbiomes along the grassland trophic chain. 施肥影响草原营养链上的微生物群。
IF 6.1 Q1 ECOLOGY Pub Date : 2025-09-16 eCollection Date: 2025-01-01 DOI: 10.1093/ismeco/ycaf162
Karoline Jetter, Kunal Jani, Kerstin Wilhelm, Ulrike Stehle, Rostand R Chamedjeu, Christian U Riedel, Lena Wilfert, Patrick Schäfer, Simone Sommer

Agricultural grasslands are often managed intensively, influencing soil properties and microbial communities. These changes may, in turn, affect the microbiome of organisms across multiple trophic levels within the same habitat, and significant shifts in these communities can disrupt health and functionality along the entire trophic chain. This study investigates how fertilization affects microbial communities in multiple connected below- and above-ground trophic compartments of grassland ecosystems. We compared control grassland sites to those treated with organic fertilizers-biogas digestate, cow/horse manure, and pig slurry-using 16S rRNA amplicon sequencing and soil nutrient analysis. Shifts in microbial composition occurred in response to fertilization, with compartment-dependent effects. Changes were more pronounced in belowground compartments, with pig slurry fertilization exhibiting the most substantial impact. Overlapping bacterial genera detected among soil, roots, and higher trophic levels show the potential strong interactions across trophic levels shaping microbial communities. Pig slurry-derived microbial taxa were found in all compartments, but their low prevalence suggests an indirect effect of fertilization, primarily due to changes in nutrient availability. Compared to the control sites, pig slurry-fertilized sites showed proliferation of certain taxa, including Clostridium, Ruminococcus or Lachnoclostridium, particularly in the animal compartments. Our study highlights that the effects of fertilization permeate all trophic levels, with potential ecological and health implications aligned with the One Health framework.

农业草地往往是集约管理,影响土壤性质和微生物群落。这些变化可能反过来影响同一栖息地内多个营养水平的生物体的微生物组,这些群落的重大变化可能破坏整个营养链的健康和功能。本研究探讨了施肥如何影响草地生态系统中多个相连的地上和地下营养区间的微生物群落。我们利用16S rRNA扩增子测序和土壤养分分析,将对照草地与施用有机肥(沼气池、牛/马粪和猪粪)的草地进行了比较。微生物组成的变化发生在对施肥的响应中,具有室依赖效应。地下隔间的变化更为明显,猪浆施肥的影响最大。在土壤、根系和更高营养水平之间检测到的重叠细菌属表明,营养水平之间潜在的强相互作用塑造了微生物群落。在所有隔间中都发现了猪浆液衍生的微生物分类群,但它们的低流行率表明施肥的间接影响,主要是由于养分有效性的变化。与对照区相比,猪浆液受精区显示出某些类群的增殖,包括梭状芽胞杆菌、瘤胃球菌和Lachnoclostridium,特别是在动物区。我们的研究强调,施肥的影响渗透到所有营养水平,具有与同一个健康框架一致的潜在生态和健康影响。
{"title":"Fertilization impacts microbiomes along the grassland trophic chain.","authors":"Karoline Jetter, Kunal Jani, Kerstin Wilhelm, Ulrike Stehle, Rostand R Chamedjeu, Christian U Riedel, Lena Wilfert, Patrick Schäfer, Simone Sommer","doi":"10.1093/ismeco/ycaf162","DOIUrl":"10.1093/ismeco/ycaf162","url":null,"abstract":"<p><p>Agricultural grasslands are often managed intensively, influencing soil properties and microbial communities. These changes may, in turn, affect the microbiome of organisms across multiple trophic levels within the same habitat, and significant shifts in these communities can disrupt health and functionality along the entire trophic chain. This study investigates how fertilization affects microbial communities in multiple connected below- and above-ground trophic compartments of grassland ecosystems. We compared control grassland sites to those treated with organic fertilizers-biogas digestate, cow/horse manure, and pig slurry-using 16S rRNA amplicon sequencing and soil nutrient analysis. Shifts in microbial composition occurred in response to fertilization, with compartment-dependent effects. Changes were more pronounced in belowground compartments, with pig slurry fertilization exhibiting the most substantial impact. Overlapping bacterial genera detected among soil, roots, and higher trophic levels show the potential strong interactions across trophic levels shaping microbial communities. Pig slurry-derived microbial taxa were found in all compartments, but their low prevalence suggests an indirect effect of fertilization, primarily due to changes in nutrient availability. Compared to the control sites, pig slurry-fertilized sites showed proliferation of certain taxa, including <i>Clostridium, Ruminococcus</i> or <i>Lachnoclostridium</i>, particularly in the animal compartments. Our study highlights that the effects of fertilization permeate all trophic levels, with potential ecological and health implications aligned with the One Health framework.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":"5 1","pages":"ycaf162"},"PeriodicalIF":6.1,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12503161/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145253979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Do trophic strategies shape biogeography and environmental niches? Marine dinoflagellates as a case study. 营养策略能塑造生物地理和环境生态位吗?海洋鞭毛藻为个案研究。
IF 6.1 Q1 ECOLOGY Pub Date : 2025-09-16 eCollection Date: 2025-01-01 DOI: 10.1093/ismeco/ycaf153
Gaspard Rihm, Fabio Benedetti, Lucie Bittner

Marine unicellular eukaryotes (protists) exhibit a wide spectrum of trophic strategies ranging from specialists (strict phototrophy or strict phagotrophy) to generalist (mixotrophy). Generalist strategies enable flexibility in nutrient sources, which impacts biogeochemical cycles, energy fluxes in planktonic food webs as well as species biogeography. Dinoflagellates exhibit specialist and generalist trophic strategies, making them a key group for studying the ecological success of trophic traits from a biogeographical perspective. Yet, our understanding of what drives their biogeography remains limited although they are a major component of planktonic communities. Here, we combine one of the largest environmental genomics databases with state-of-the-art species distribution modelling to test whether trophic dinoflagellate specialists exhibit distinct spatial distributions and abiotic drivers compared to generalists. Based on field observations alone, we find that dinoflagellate species show similar abundance and evenness patterns, regardless of their trophic strategies. However, our models reveal differences in environmental niches at the trait level: mixotrophy is favoured in tropical oligotrophic regions whereas strict phagotrophy is favoured in the productive high-latitudes. At the species level, mixotrophs show similar responses across gradients of nutrient availability, whereas species responses to abiotic gradients are more divergent within strict phagotrophs. The latter pattern is consistent with a trait scenario of multiple evolutionary convergences. We show that trophic classification effectively explains the distribution patterns and environmental responses of generalists but is less effective in capturing the diverse responses of specialists that could result from other factors (evolutionary history, biotic interactions, cell size).

海洋单细胞真核生物(原生生物)表现出广泛的营养策略,从专一型(严格光养或严格吞噬)到通才型(混合营养)。通才策略使营养来源具有灵活性,从而影响生物地球化学循环、浮游食物网中的能量通量以及物种生物地理学。鞭毛藻表现出专门性和通才性的营养策略,使其成为从生物地理学角度研究营养性状生态成功的关键类群。然而,尽管它们是浮游生物群落的主要组成部分,我们对是什么驱动了它们的生物地理的理解仍然有限。在这里,我们将最大的环境基因组数据库之一与最先进的物种分布模型相结合,以测试营养鞭毛藻专家与通才相比是否表现出不同的空间分布和非生物驱动。仅根据野外观察,我们发现无论其营养策略如何,鞭毛藻物种都表现出相似的丰度和均匀度模式。然而,我们的模型揭示了性状水平上环境生态位的差异:混合营养倾向于热带少营养地区,而严格的吞噬倾向于高产高纬度地区。在物种水平上,混合营养体在养分有效性梯度上表现出相似的反应,而在严格的吞噬体中,物种对非生物梯度的反应更为不同。后一种模式与多重进化趋同的特征情景相一致。我们发现,营养分类有效地解释了多面手的分布模式和环境反应,但在捕捉可能由其他因素(进化史、生物相互作用、细胞大小)导致的专家的不同反应方面效果较差。
{"title":"Do trophic strategies shape biogeography and environmental niches? Marine dinoflagellates as a case study.","authors":"Gaspard Rihm, Fabio Benedetti, Lucie Bittner","doi":"10.1093/ismeco/ycaf153","DOIUrl":"10.1093/ismeco/ycaf153","url":null,"abstract":"<p><p>Marine unicellular eukaryotes (protists) exhibit a wide spectrum of trophic strategies ranging from specialists (strict phototrophy or strict phagotrophy) to generalist (mixotrophy). Generalist strategies enable flexibility in nutrient sources, which impacts biogeochemical cycles, energy fluxes in planktonic food webs as well as species biogeography. Dinoflagellates exhibit specialist and generalist trophic strategies, making them a key group for studying the ecological success of trophic traits from a biogeographical perspective. Yet, our understanding of what drives their biogeography remains limited although they are a major component of planktonic communities. Here, we combine one of the largest environmental genomics databases with state-of-the-art species distribution modelling to test whether trophic dinoflagellate specialists exhibit distinct spatial distributions and abiotic drivers compared to generalists. Based on field observations alone, we find that dinoflagellate species show similar abundance and evenness patterns, regardless of their trophic strategies. However, our models reveal differences in environmental niches at the trait level: mixotrophy is favoured in tropical oligotrophic regions whereas strict phagotrophy is favoured in the productive high-latitudes. At the species level, mixotrophs show similar responses across gradients of nutrient availability, whereas species responses to abiotic gradients are more divergent within strict phagotrophs. The latter pattern is consistent with a trait scenario of multiple evolutionary convergences. We show that trophic classification effectively explains the distribution patterns and environmental responses of generalists but is less effective in capturing the diverse responses of specialists that could result from other factors (evolutionary history, biotic interactions, cell size).</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":"5 1","pages":"ycaf153"},"PeriodicalIF":6.1,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12452278/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145132812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rhizosolenia mat diatoms associate with nitrogen-fixing microbes. 扶桑根藻硅藻与固氮微生物为伴。
IF 6.1 Q1 ECOLOGY Pub Date : 2025-09-15 eCollection Date: 2025-01-01 DOI: 10.1093/ismeco/ycaf159
Kendra Turk-Kubo, Mar Benavides, Matthew M Mills, Sarah R Smith

Some Rhizosolenia diatoms living in oligotrophic marine ecosystems are known to form large, conspicuous mats and are thought to be sources of new nitrogen to surface waters via vertical migration to the nitracline where subsurface nitrate is accessed for growth. These vertically migrating Rhizosolenia mats are chronically under sampled, and both the diatom species comprising the mats and the associated microbiome have not been characterized using modern molecular techniques. Here we present the first DNA-based analysis of Rhizosolenia mats collected in the North Pacific Subtropical Gyre. Using sequencing of 18S rRNA and nifH genes (a proxy for N2 fixation capacity), we report on the molecular diversity of mat-forming Rhizosolenia species, which include two newly sequenced clades, and an assemblage of associated N2-fixing microorganisms that is distinct from the non-mat associated water column assemblage. Our findings advance knowledge of oligotrophic diatom diversity and challenge prevailing views of their nitrogen sources, suggesting these mats may obtain nitrogen through association-based N2 fixation. Further work is needed to understand the nature of these associations, and whether Rhizosolenia mat communities are a significant unrecognized source of N2-fixation-derived new nitrogen to the oligotrophic surface waters.

已知一些生活在少营养海洋生态系统中的根扶植硅藻会形成巨大而明显的草席,并被认为是地表水新氮的来源,通过垂直迁移到硝酸碱,在硝酸碱中获得地下硝酸盐以供生长。这些垂直迁移的根扶植菌垫长期缺乏采样,构成垫的硅藻物种和相关的微生物组都没有使用现代分子技术进行表征。在这里,我们提出了第一个基于dna的分析收集在北太平洋副热带环流根梭菌垫。利用18S rRNA和nifH基因(固定N2能力的代表)的测序,我们报告了形成垫的根管菌物种的分子多样性,其中包括两个新测序的分支,以及与非垫相关的水柱组合不同的相关的固定N2微生物组合。我们的研究结果促进了对低营养硅藻多样性的认识,并挑战了对其氮源的普遍看法,表明这些硅藻可能通过结合型氮固定获得氮。需要进一步的工作来了解这些关联的性质,以及根管菌群落是否是一个重要的未被认识的氮固定来源,以减少营养地表水的新氮。
{"title":"<i>Rhizosolenia</i> mat diatoms associate with nitrogen-fixing microbes.","authors":"Kendra Turk-Kubo, Mar Benavides, Matthew M Mills, Sarah R Smith","doi":"10.1093/ismeco/ycaf159","DOIUrl":"10.1093/ismeco/ycaf159","url":null,"abstract":"<p><p>Some <i>Rhizosolenia</i> diatoms living in oligotrophic marine ecosystems are known to form large, conspicuous mats and are thought to be sources of new nitrogen to surface waters via vertical migration to the nitracline where subsurface nitrate is accessed for growth. These vertically migrating <i>Rhizosolenia</i> mats are chronically under sampled, and both the diatom species comprising the mats and the associated microbiome have not been characterized using modern molecular techniques. Here we present the first DNA-based analysis of <i>Rhizosolenia</i> mats collected in the North Pacific Subtropical Gyre. Using sequencing of 18S rRNA and <i>nifH</i> genes (a proxy for N<sub>2</sub> fixation capacity), we report on the molecular diversity of mat-forming <i>Rhizosolenia</i> species, which include two newly sequenced clades, and an assemblage of associated N<sub>2</sub>-fixing microorganisms that is distinct from the non-mat associated water column assemblage. Our findings advance knowledge of oligotrophic diatom diversity and challenge prevailing views of their nitrogen sources, suggesting these mats may obtain nitrogen through association-based N<sub>2</sub> fixation. Further work is needed to understand the nature of these associations, and whether <i>Rhizosolenia</i> mat communities are a significant unrecognized source of N<sub>2</sub>-fixation-derived new nitrogen to the oligotrophic surface waters.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":"5 1","pages":"ycaf159"},"PeriodicalIF":6.1,"publicationDate":"2025-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12499774/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145245947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental evolution of a mammalian holobiont: bank voles selected for herbivorous capability evolved distinct and robust gut bacterial communities. 哺乳动物全息生物的实验进化:选择草食性能力的银行田鼠进化出独特而强大的肠道细菌群落。
IF 6.1 Q1 ECOLOGY Pub Date : 2025-09-11 eCollection Date: 2025-01-01 DOI: 10.1093/ismeco/ycaf160
Małgorzata M Lipowska, Edyta T Sadowska, Kevin D Kohl, Paweł Koteja

According to the "hologenome" theory of evolution, natural selection and evolution can act through a conglomerate biological unit, the "holobiont"-the host and its associated microbiome. Although the concept is appealing and emerges as a unifying paradigm, its merits are debated, and few attempts have been made to directly test its specific assumptions using the approaches of experimental evolution. Here, we fill this gap using a unique model system: lines of bank vole (Clethrionomys = Myodes glareolus) selected for enhanced ability to grow or maintain body mass in 4-day test with a low-quality herbivorous diet and unselected control lines. Results from a complex nature-nurture design, in which we combined the selection experiment with dietary treatment and cohabitation between individuals from the distinct lines (to allow for horizontal bacterial transfer), showed that the "herbivorous" voles harbored a cecal microbiome community with altered membership and structure, and altered abundances of several phyla and genera, regardless of the origin of the cohabitant. Although the differences were small, they were statistically significant and partially robust to changes in diet and housing conditions. Microbial characteristics also correlated with host selection-related performance traits at the level of individual variation. These results, combined with those of a complementary cross-fostering experiment, showed that under these contexts, the microbiome is largely determined by genetic background (effect of selection) and early maternal effects, and can be altered in response to selection acting on other organismal traits. Such results are consistent with assumptions underlying the concept of hologenomic evolution.

根据进化的“全基因组”理论,自然选择和进化可以通过一个集体生物单位——“全基因组”——宿主及其相关的微生物群来发挥作用。虽然这个概念很吸引人,并且作为一个统一的范式出现,但它的优点是有争议的,很少有人尝试使用实验进化的方法直接测试它的特定假设。在这里,我们使用一种独特的模型系统填补了这一空白:在为期4天的低质量草食性饮食和未选择的对照品系的测试中,为增强生长或维持体重的能力而选择的银行田鼠(Clethrionomys = Myodes glareolus)系。在复杂的自然-养育设计中,我们将选择实验与饮食处理和不同系个体之间的同居(允许水平细菌转移)相结合,结果表明,“草食性”田鼠拥有一个盲肠微生物群落,其成员和结构发生了变化,并且与同居者的起源无关,多个门和属的丰度也发生了变化。虽然差异很小,但它们在统计上是显著的,并且对饮食和住房条件的变化有一定的影响。微生物特征在个体变异水平上也与宿主选择相关的性能性状相关。这些结果,结合互补交叉培养实验的结果,表明在这些背景下,微生物组在很大程度上是由遗传背景(选择效应)和早期母体效应决定的,并且可以在选择作用于其他生物性状的反应中改变。这样的结果与全基因组进化概念的假设是一致的。
{"title":"Experimental evolution of a mammalian holobiont: bank voles selected for herbivorous capability evolved distinct and robust gut bacterial communities.","authors":"Małgorzata M Lipowska, Edyta T Sadowska, Kevin D Kohl, Paweł Koteja","doi":"10.1093/ismeco/ycaf160","DOIUrl":"10.1093/ismeco/ycaf160","url":null,"abstract":"<p><p>According to the \"hologenome\" theory of evolution, natural selection and evolution can act through a conglomerate biological unit, the \"holobiont\"-the host and its associated microbiome. Although the concept is appealing and emerges as a unifying paradigm, its merits are debated, and few attempts have been made to directly test its specific assumptions using the approaches of experimental evolution. Here, we fill this gap using a unique model system: lines of bank vole (<i>Clethrionomys = Myodes glareolus</i>) selected for enhanced ability to grow or maintain body mass in 4-day test with a low-quality herbivorous diet and unselected control lines. Results from a complex nature-nurture design, in which we combined the selection experiment with dietary treatment and cohabitation between individuals from the distinct lines (to allow for horizontal bacterial transfer), showed that the \"herbivorous\" voles harbored a cecal microbiome community with altered membership and structure, and altered abundances of several phyla and genera, regardless of the origin of the cohabitant. Although the differences were small, they were statistically significant and partially robust to changes in diet and housing conditions. Microbial characteristics also correlated with host selection-related performance traits at the level of individual variation. These results, combined with those of a complementary cross-fostering experiment, showed that under these contexts, the microbiome is largely determined by genetic background (effect of selection) and early maternal effects, and can be altered in response to selection acting on other organismal traits. Such results are consistent with assumptions underlying the concept of hologenomic evolution.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":"5 1","pages":"ycaf160"},"PeriodicalIF":6.1,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12516954/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145294703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Differences in metagenome coverage may confound abundance-based and diversity conclusions and how to deal with them. 宏基因组覆盖率的差异可能会混淆基于丰度和多样性的结论以及如何处理它们。
IF 6.1 Q1 ECOLOGY Pub Date : 2025-09-10 eCollection Date: 2025-01-01 DOI: 10.1093/ismeco/ycaf140
Borja Aldeguer-Riquelme, Luis M Rodriguez-R, Konstantinos T Konstantinidis

The importance of rarefying ecological or amplicon sequencing data to a standardized level of diversity coverage for reliable diversity comparisons across samples is well recognized. However, the importance of diversity coverage, i.e. the fraction of the genomic diversity of a sample sequenced, in comparative shotgun metagenomic studies remains frequently overlooked. Using both in silico and natural metagenomes from a wide range of environments, we demonstrate that uneven metagenome coverage can result in misleading biological conclusions, particularly for identifying differentially abundant features, i.e. groups of genes or genomes assigned to the same protein family or taxonomic rank, respectively, and for comparing diversity between samples. The main underlying cause is that not all members of a feature may be detectable, and thus counted, across such unevenly covered metagenomes depending on the sequencing effort applied and the underlying member-abundance curves. Unfortunately, 99.5% of previous comparative metagenomic studies have overlooked this metric, suggesting that their reported results might be misleading. We show that achieving high Nonpareil coverage (≥0.9), a metric that estimates metagenome diversity coverage, is the most reliable strategy to mitigate this issue. When high Nonpareil coverage is not achievable, such as for highly diverse and complex samples like soils, we show that standardizing (or subsampling) metagenomic datasets to the same Nonpareil coverage, rather than sequencing effort, prior to comparative analysis provides for more accurate results. We provide a set of practical recommendations and the corresponding Python scripts to help researchers to assess and standardize metagenome diversity coverage for their comparative analyses.

将生态或扩增子测序数据简化为标准化水平的多样性覆盖,以便在样本之间进行可靠的多样性比较,其重要性已得到充分认识。然而,在比较霰弹枪宏基因组研究中,多样性覆盖的重要性,即测序样本的基因组多样性的比例,经常被忽视。使用来自广泛环境的计算机宏基因组和自然宏基因组,我们证明了不均匀的宏基因组覆盖可能导致误导性的生物学结论,特别是在识别差异丰富的特征时,即分别分配给相同蛋白质家族或分类等级的基因或基因组组,以及比较样品之间的多样性。主要的潜在原因是,并不是一个特征的所有成员都可以被检测到,因此,在这些不均匀覆盖的宏基因组中,这取决于所应用的测序工作和潜在的成员丰度曲线。不幸的是,之前99.5%的比较宏基因组研究忽略了这一指标,这表明他们报告的结果可能具有误导性。研究表明,实现高非平行覆盖率(≥0.9)是缓解这一问题的最可靠策略。非平行覆盖率是估计宏基因组多样性覆盖率的一个指标。当高度非平行覆盖无法实现时,例如土壤等高度多样化和复杂的样本,我们表明,在比较分析之前,将宏基因组数据集标准化(或亚采样)到相同的非平行覆盖,而不是测序工作,可以提供更准确的结果。我们提供了一套实用的建议和相应的Python脚本,以帮助研究人员评估和标准化宏基因组多样性覆盖范围,以便进行比较分析。
{"title":"Differences in metagenome coverage may confound abundance-based and diversity conclusions and how to deal with them.","authors":"Borja Aldeguer-Riquelme, Luis M Rodriguez-R, Konstantinos T Konstantinidis","doi":"10.1093/ismeco/ycaf140","DOIUrl":"10.1093/ismeco/ycaf140","url":null,"abstract":"<p><p>The importance of rarefying ecological or amplicon sequencing data to a standardized level of diversity coverage for reliable diversity comparisons across samples is well recognized. However, the importance of diversity coverage, i.e. the fraction of the genomic diversity of a sample sequenced, in comparative shotgun metagenomic studies remains frequently overlooked. Using both <i>in silico</i> and natural metagenomes from a wide range of environments, we demonstrate that uneven metagenome coverage can result in misleading biological conclusions, particularly for identifying differentially abundant features, i.e. groups of genes or genomes assigned to the same protein family or taxonomic rank, respectively, and for comparing diversity between samples. The main underlying cause is that not all members of a feature may be detectable, and thus counted, across such unevenly covered metagenomes depending on the sequencing effort applied and the underlying member-abundance curves. Unfortunately, 99.5% of previous comparative metagenomic studies have overlooked this metric, suggesting that their reported results might be misleading. We show that achieving high Nonpareil coverage (≥0.9), a metric that estimates metagenome diversity coverage, is the most reliable strategy to mitigate this issue. When high Nonpareil coverage is not achievable, such as for highly diverse and complex samples like soils, we show that standardizing (or subsampling) metagenomic datasets to the same Nonpareil coverage, rather than sequencing effort, prior to comparative analysis provides for more accurate results. We provide a set of practical recommendations and the corresponding Python scripts to help researchers to assess and standardize metagenome diversity coverage for their comparative analyses.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":"5 1","pages":"ycaf140"},"PeriodicalIF":6.1,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12477595/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145202184","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
ISME communications
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1