ISME communicationsPub Date : 2024-10-23eCollection Date: 2024-01-01DOI: 10.1093/ismeco/ycae128
Haocai Wang, Hang Wang, Thomas W Crowther, Kazuo Isobe, Peter B Reich, Ryunosuke Tateno, Weiyu Shi
{"title":"Metagenomic insights into inhibition of soil microbial carbon metabolism by phosphorus limitation during vegetation succession.","authors":"Haocai Wang, Hang Wang, Thomas W Crowther, Kazuo Isobe, Peter B Reich, Ryunosuke Tateno, Weiyu Shi","doi":"10.1093/ismeco/ycae128","DOIUrl":"10.1093/ismeco/ycae128","url":null,"abstract":"<p><p>There is growing awareness of the need for regenerative practices in the fight against biodiversity loss and climate change. Yet, we lack a mechanistic understanding of how microbial community composition and functioning are likely to change alongside transition from high-density tillage to large-scale vegetation restoration. Here, we investigated the functional dynamics of microbial communities following a complete vegetation successional chronosequence in a subtropical zone, Southwestern China, using shotgun metagenomics approaches. The contents of total soil phosphorus (P), available P, litter P, and microbial biomass P decreased significantly during vegetation succession, indicating that P is the most critical limiting nutrient. The abundance of genes related to P-uptake and transport, inorganic P-solubilization, organic P-mineralization, and P-starvation response regulation significantly increased with successional time, indicating an increased microbial \"mining\" for P under P limitation. Multi-analysis demonstrated microbial P limitation strongly inhibits carbon (C) catabolism potential, resulting in a significant decrease in carbohydrate-active enzyme family gene abundances. Nevertheless, over successional time, microorganisms increased investment in genes involved in degradation-resistant compounds (lignin and its aromatic compounds) to acquire P resources in the litter. Our study provides functional gene-level insights into how P limitation during vegetation succession in subtropical regions inhibits soil microbial C metabolic processes, thereby advancing our understanding of belowground C cycling and microbial metabolic feedback during forest restoration.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11538728/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142592455","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}
ISME communicationsPub Date : 2024-10-23eCollection Date: 2024-01-01DOI: 10.1093/ismeco/ycae125
Stephanie N Vaughn, Garrett W Hopper, Irene Sánchez González, Jamie R Bucholz, Ryan C Garrick, Jeffrey D Lozier, Paul D Johnson, Carla L Atkinson, Colin R Jackson
{"title":"Introduction into natural environments shifts the gut microbiome of captivity-raised filter-feeding bivalves.","authors":"Stephanie N Vaughn, Garrett W Hopper, Irene Sánchez González, Jamie R Bucholz, Ryan C Garrick, Jeffrey D Lozier, Paul D Johnson, Carla L Atkinson, Colin R Jackson","doi":"10.1093/ismeco/ycae125","DOIUrl":"10.1093/ismeco/ycae125","url":null,"abstract":"<p><p>The gut microbiome is influenced by host species and the environment, but how the environment influences the microbiome of animals introduced into a new ecosystem has rarely been investigated. Freshwater mussels are aquatic fauna, with some threatened or endangered species propagated in hatcheries and introduced into natural systems as part of conservation efforts. The effects of the environment on the freshwater mussel gut microbiome were assessed for two hatchery-propagated species (<i>Lampsilis ovata</i>, <i>Lampsilis ornata</i>) introduced into rivers within their natural range. Mussels were placed in rivers for 8 weeks, after which one subset was collected, another subset remained in that river, and a third subset was reciprocally transplanted to another river in the same river basin for a further 8 weeks. Gut microbiome composition and diversity were characterized for all mussels. After the initial 8 weeks, mussels showed increased gut bacterial species richness and distinct community composition compared to hatchery mussels, but gut microbiome diversity then decreased for mussels that remained in the same river for all 16 weeks. The gut bacterial community of mussels transplanted between rivers shifted to resemble that of mussels placed initially into the recipient river and that remained there for the whole study. All mussels showed high proportions of <i>Firmicutes</i> in their gut microbiome after 8 weeks, suggesting an essential role of this phylum in the gut of <i>Lampsilis</i> species. These findings show that the mussel gut microbiome shifts in response to new environments and provide insights into conservation strategies that involve species reintroductions.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11538807/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142592474","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}
ISME communicationsPub Date : 2024-10-15eCollection Date: 2024-01-01DOI: 10.1093/ismeco/ycae110
Kathrin B L Baumann, Alessandra Mazzoli, Guillem Salazar, Hans-Joachim Ruscheweyh, Beat Müller, Robert Niederdorfer, Shinichi Sunagawa, Mark A Lever, Moritz F Lehmann, Helmut Bürgmann
{"title":"Metagenomic and -transcriptomic analyses of microbial nitrogen transformation potential, and gene expression in Swiss lake sediments.","authors":"Kathrin B L Baumann, Alessandra Mazzoli, Guillem Salazar, Hans-Joachim Ruscheweyh, Beat Müller, Robert Niederdorfer, Shinichi Sunagawa, Mark A Lever, Moritz F Lehmann, Helmut Bürgmann","doi":"10.1093/ismeco/ycae110","DOIUrl":"https://doi.org/10.1093/ismeco/ycae110","url":null,"abstract":"<p><p>The global nitrogen (N) cycle has been strongly altered by anthropogenic activities, including increased input of bioavailable N into aquatic ecosystems. Freshwater sediments are hotspots with regards to the turnover and elimination of fixed N, yet the environmental controls on the microbial pathways involved in benthic N removal are not fully understood. Here, we analyze the abundance and expression of microbial genes involved in N transformations using metagenomics and -transcriptomics across sediments of 12 Swiss lakes that differ in sedimentation rates and trophic regimes. Our results indicate that microbial N loss in these sediments is primarily driven by nitrification coupled to denitrification. N-transformation gene compositions indicated three groups of lakes: agriculture-influenced lakes characterized by rapid depletion of oxidants in the sediment porewater, pristine-alpine lakes with relatively deep sedimentary penetration of oxygen and nitrate, and large, deep lakes with intermediate porewater hydrochemical properties. Sedimentary organic matter (OM) characteristics showed the strongest correlations with the community structure of microbial N-cycling communities. Most transformation pathways were expressed, but expression deviated from gene abundance and did not correlate with benthic geochemistry. Cryptic N-cycling may maintain transcriptional activity even when substrate levels are below detection. Sediments of large, deep lakes generally showed lower in-situ N gene expression than agriculture-influenced lakes, and half of the pristine-alpine lakes. This implies that prolonged OM mineralization in the water column can lead to the suppression of benthic N gene expression.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11476906/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142486154","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}
ISME communicationsPub Date : 2024-10-14eCollection Date: 2024-01-01DOI: 10.1093/ismeco/ycae122
Hamed Azarbad, Robert R Junker
{"title":"Biological and experimental factors that define the effectiveness of microbial inoculation on plant traits: a meta-analysis.","authors":"Hamed Azarbad, Robert R Junker","doi":"10.1093/ismeco/ycae122","DOIUrl":"10.1093/ismeco/ycae122","url":null,"abstract":"<p><p>Bacterial and fungal microbiomes associated with plants can significantly affect the host's phenotype. Inoculating plants with one or multiple bacterial and fungal species can affect specific plant traits, which is exploited in attempts to increase plant performance and stress tolerance by microbiome engineering. Currently, we lack a comprehensive synthesis on the generality of these effects related to different biological (e.g. plant models, plant traits, and microbial taxa) and experimental factors. In a meta-analysis, we showed that the plant trait under consideration and the microbial taxa used to inoculate plants significantly influenced the strength of the effect size. In a methodological context, experiments under sterilized conditions and short-term periods resulted in larger positive effects on plant traits than those of unsterilized and long-term experiments. We recommend that future studies should not only consider (short-term) laboratory experiments with sterilized plants and single inoculants but also and more often (long-term) field or greenhouse experiments with naturally occurring microbial communities associated with the plants and inoculated consortia including both bacteria and fungi.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11538580/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142592454","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}
ISME communicationsPub Date : 2024-10-12eCollection Date: 2024-01-01DOI: 10.1093/ismeco/ycae120
Harriet Middleton, Jessica Ann Dozois, Cécile Monard, Virginie Daburon, Emmanuel Clostres, Julien Tremblay, Jean-Philippe Combier, Étienne Yergeau, Abdelhak El Amrani
{"title":"Rhizospheric miRNAs affect the plant microbiota.","authors":"Harriet Middleton, Jessica Ann Dozois, Cécile Monard, Virginie Daburon, Emmanuel Clostres, Julien Tremblay, Jean-Philippe Combier, Étienne Yergeau, Abdelhak El Amrani","doi":"10.1093/ismeco/ycae120","DOIUrl":"https://doi.org/10.1093/ismeco/ycae120","url":null,"abstract":"<p><p>Small ribonucleic acids (RNAs) have been shown to play important roles in cross-kingdom communication, notably in plant-pathogen relationships. Plant micro RNAs (miRNAs)-one class of small RNAs-were even shown to regulate gene expression in the gut microbiota. Plant miRNAs could also affect the rhizosphere microbiota. Here we looked for plant miRNAs in the rhizosphere of model plants, and if these miRNAs could affect the rhizosphere microbiota. We first show that plant miRNAs were present in the rhizosphere of <i>Arabidopsis thaliana</i> and <i>Brachypodium distachyon</i>. These plant miRNAs were also found in or on bacteria extracted from the rhizosphere. We then looked at the effect these plants miRNAs could have on two typical rhizosphere bacteria, <i>Variovorax paradoxus</i> and <i>Bacillus mycoides</i>. The two bacteria took up a fluorescent synthetic miRNA but only <i>V. paradoxus</i> shifted its transcriptome when confronted to a mixture of six plant miRNAs. <i>V. paradoxus</i> also changed its transcriptome when it was grown in the rhizosphere of <i>Arabidopsis</i> that overexpressed a miRNA in its roots. As there were differences in the response of the two isolates used, we looked for shifts in the larger microbial community. We observed shifts in the rhizosphere bacterial communities of <i>Arabidopsis</i> mutants that were impaired in their small RNA pathways, or overexpressed specific miRNAs. We also found differences in the growth and community composition of a simplified soil microbial community when exposed in vitro to a mixture of plant miRNAs. Our results support the addition of miRNAs to the plant tools shaping rhizosphere microbial assembly.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11520407/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142549350","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}
ISME communicationsPub Date : 2024-10-12eCollection Date: 2024-01-01DOI: 10.1093/ismeco/ycae121
Hugo B C Kleikamp, Ramon van der Zwaan, Ramon van Valderen, Jitske M van Ede, Mario Pronk, Pim Schaasberg, Maximilienne T Allaart, Mark C M van Loosdrecht, Martin Pabst
{"title":"NovoLign: metaproteomics by sequence alignment.","authors":"Hugo B C Kleikamp, Ramon van der Zwaan, Ramon van Valderen, Jitske M van Ede, Mario Pronk, Pim Schaasberg, Maximilienne T Allaart, Mark C M van Loosdrecht, Martin Pabst","doi":"10.1093/ismeco/ycae121","DOIUrl":"10.1093/ismeco/ycae121","url":null,"abstract":"<p><p>Tremendous advances in mass spectrometric and bioinformatic approaches have expanded proteomics into the field of microbial ecology. The commonly used spectral annotation method for metaproteomics data relies on database searching, which requires sample-specific databases obtained from whole metagenome sequencing experiments. However, creating these databases is complex, time-consuming, and prone to errors, potentially biasing experimental outcomes and conclusions. This asks for alternative approaches that can provide rapid and orthogonal insights into metaproteomics data. Here, we present NovoLign, a <i>de novo</i> metaproteomics pipeline that performs sequence alignment of <i>de novo</i> sequences from complete metaproteomics experiments. The pipeline enables rapid taxonomic profiling of complex communities and evaluates the taxonomic coverage of metaproteomics outcomes obtained from database searches. Furthermore, the NovoLign pipeline supports the creation of reference sequence databases for database searching to ensure comprehensive coverage. We assessed the NovoLign pipeline for taxonomic coverage and false positive annotations using a wide range of <i>in silico</i> and experimental data, including pure reference strains, laboratory enrichment cultures, synthetic communities, and environmental microbial communities. In summary, we present NovoLign, a <i>de novo</i> metaproteomics pipeline that employs large-scale sequence alignment to enable rapid taxonomic profiling, evaluation of database searching outcomes, and the creation of reference sequence databases. The NovoLign pipeline is publicly available via: https://github.com/hbckleikamp/NovoLign.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11530927/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142570521","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}
{"title":"Imbalanced intracellular nutrient stoichiometries drive the regional structural variation of microeukaryotic communities in paddy fields.","authors":"Pengfei Sun, Eleonora Silvano, Yin Chen, Yonghong Wu","doi":"10.1093/ismeco/ycae119","DOIUrl":"10.1093/ismeco/ycae119","url":null,"abstract":"<p><p>Periphytons serve as critical microbial nutrient sinks at the soil-water interface, influencing biogeochemical cycles and nutrient migration in paddy fields. Despite their importance, the impact of accumulated intracellular nutrients on the spatial dynamics and community assembly of periphytons, particularly their microeukaryote communities, remains unclear. To address this gap, we examined the nutrient accumulation potential and its effects on microeukaryotes in periphytons from 220 paddy fields spanning up to 3469 km across three temperature zones. Our study reveals that the periphytons exhibit varying capacities to accumulate carbon, nitrogen, and phosphorus, leading to imbalanced intracellular nutrient stoichiometries (carbon-to-nitrogen ratio = 10.3 ± 2.1, carbon-to-phosphorus ratio = 30.9 ± 13.1, nitrogen-to-phosphorus ratio = 3.1 ± 1.3). This stoichiometric imbalance induces intracellular environmental heterogeneity, which partially influences the local species richness of microeukaryotic communities and their regional structural variations on a large scale. Contrary to the typical latitudinal diversity gradient theory, local microeukaryotic species richness follows a distance-decay model, with both deterministic and stochastic processes contributing to community assembly. These results underscore the complex interplay of environmental filtering, species interactions, and dispersal dynamics in shaping the structure and adaptability of microeukaryotic communities within periphytons. This study contributes to a broader understanding of the factors driving regional structural variations of microeukaryotes at the soil-water interface in agricultural landscapes.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11512751/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142514079","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}
ISME communicationsPub Date : 2024-09-25eCollection Date: 2024-01-01DOI: 10.1093/ismeco/ycae115
Alexandra E Jones-Kellett, Jesse C McNichol, Yubin Raut, Kelsy R Cain, François Ribalet, E Virginia Armbrust, Michael J Follows, Jed A Fuhrman
{"title":"Amplicon sequencing with internal standards yields accurate picocyanobacteria cell abundances as validated with flow cytometry.","authors":"Alexandra E Jones-Kellett, Jesse C McNichol, Yubin Raut, Kelsy R Cain, François Ribalet, E Virginia Armbrust, Michael J Follows, Jed A Fuhrman","doi":"10.1093/ismeco/ycae115","DOIUrl":"https://doi.org/10.1093/ismeco/ycae115","url":null,"abstract":"<p><p>To understand ecosystem state and function, marine microbial ecologists seek measurements of organismal abundance and diversity at high taxonomic resolution. Conventional flow cytometry accurately estimates microbial cell abundance but only discerns broad groups with distinct optical properties. While amplicon sequencing resolves more comprehensive diversity within microbiomes, it typically only provides relative organismal abundances within samples, not absolute abundance changes. Internal genomic standards offer a solution for absolute amplicon-based measures. Here, we spiked genomic standards into plankton samples from surface seawater, gathered at 46-km intervals along a cruise transect spanning the southern California Current System and the oligotrophic North Pacific Subtropical Gyre. This enabled evaluation of the absolute volumetric gene copy abundances of 16S rRNA amplicon sequence variants (amplified with 515Y-926R universal primers, quantitatively validated with mock communities) and cell abundances of picocyanobacteria with known genomic 16S copy numbers. Comparison of amplicon-derived cell abundances of <i>Prochlorococcus</i> and <i>Synechococcus</i> with flow cytometry data from nearby locations yielded nearly identical results (slope = 1.01; Pearson's <i>r</i> = 0.9942). Our findings show that this amplicon sequencing protocol combined with genomic internal standards accurately measures absolute cell counts of marine picocyanobacteria in complex field samples. By extension, we expect this approach to reasonably estimate volumetric gene copies for other amplified taxa in these samples.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11459381/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142395743","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}
ISME communicationsPub Date : 2024-09-23eCollection Date: 2024-01-01DOI: 10.1093/ismeco/ycae113
Mark Dopson, Maryam Rezaei Somee, Carolina González-Rosales, Lauren M Lui, Stephanie Turner, Moritz Buck, Emelie Nilsson, George Westmeijer, Kamal Ashoor, Torben N Nielsen, Maliheh Mehrshad, Stefan Bertilsson
{"title":"Novel candidate taxa contribute to key metabolic processes in Fennoscandian Shield deep groundwaters.","authors":"Mark Dopson, Maryam Rezaei Somee, Carolina González-Rosales, Lauren M Lui, Stephanie Turner, Moritz Buck, Emelie Nilsson, George Westmeijer, Kamal Ashoor, Torben N Nielsen, Maliheh Mehrshad, Stefan Bertilsson","doi":"10.1093/ismeco/ycae113","DOIUrl":"https://doi.org/10.1093/ismeco/ycae113","url":null,"abstract":"<p><p>The continental deep biosphere contains a vast reservoir of microorganisms, although a large proportion of its diversity remains both uncultured and undescribed. In this study, the metabolic potential (metagenomes) and activity (metatranscriptomes) of the microbial communities in Fennoscandian Shield deep subsurface groundwaters were characterized with a focus on novel taxa. DNA sequencing generated 1270 de-replicated metagenome-assembled genomes and single-amplified genomes, containing 7 novel classes, 34 orders, and 72 families. The majority of novel taxa were affiliated with <i>Patescibacteria</i>, whereas among novel archaea taxa, <i>Thermoproteota</i> and <i>Nanoarchaeota</i> representatives dominated. Metatranscriptomes revealed that 30 of the 112 novel taxa at the class, order, and family levels were active in at least one investigated groundwater sample, implying that novel taxa represent a partially active but hitherto uncharacterized deep biosphere component. The novel taxa genomes coded for carbon fixation predominantly via the Wood-Ljungdahl pathway, nitrogen fixation, sulfur plus hydrogen oxidation, and fermentative pathways, including acetogenesis. These metabolic processes contributed significantly to the total community's capacity, with up to 9.9% of fermentation, 6.4% of the Wood-Ljungdahl pathway, 6.8% of sulfur plus 8.6% of hydrogen oxidation, and energy conservation via nitrate (4.4%) and sulfate (6.0%) reduction. Key novel taxa included the UBA9089 phylum, with representatives having a prominent role in carbon fixation, nitrate and sulfate reduction, and organic and inorganic electron donor oxidation. These data provided insights into deep biosphere microbial diversity and their contribution to nutrient and energy cycling in this ecosystem.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11484514/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142482376","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}
ISME communicationsPub Date : 2024-09-08eCollection Date: 2024-01-01DOI: 10.1093/ismeco/ycae111
Raphael Eisenhofer, Antton Alberdi, Ben J Woodcroft
{"title":"Quantifying microbial DNA in metagenomes improves microbial trait estimation.","authors":"Raphael Eisenhofer, Antton Alberdi, Ben J Woodcroft","doi":"10.1093/ismeco/ycae111","DOIUrl":"https://doi.org/10.1093/ismeco/ycae111","url":null,"abstract":"<p><p>Shotgun metagenomics is a powerful tool for studying the genomic traits of microbial community members, such as genome size, gene content, etc. While such traits can be used to better understand the ecology and evolution of microbial communities, the accuracy of their estimations can be critically influenced by both known and unknown factors. One factor that can bias trait estimations is the proportion of eukaryotic and viral DNA in a metagenome, as some bioinformatic tools assume that all DNA reads in a metagenome are bacterial or archaeal. Here, we add to a recent debate about the influence of eukaryotic DNA in the estimation of average genome size from a global soil sample dataset using a new bioinformatic tool. Contrary to what was assumed, our reanalysis of this dataset revealed that soil samples can contain a substantial proportion of non-microbial DNA, which severely inflated the original estimates of average genome size. Correcting for this bias significantly improves the statistical support for the negative relationship between average bacterial genome size and soil pH. These results highlight that metagenomes can contain large quantities of non-microbial DNA and that new methods that correct for this can improve microbial trait estimation.</p>","PeriodicalId":73516,"journal":{"name":"ISME communications","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11439404/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142333881","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}