Dominik Schneider’s research while affiliated with University of Göttingen and other places

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Publications (145)


Time-resolved effects of cold atmospheric plasma on E. coli GW-AmxH19 transcriptome and proteome in an emulated wastewater environment
  • Preprint

May 2025

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15 Reads

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Jōrg Bernhardt

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Dominik Schneider

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Cold atmospheric plasma (CAP) has been shown to be effective against a variety of microorganisms. In this study, we described effects on an Escherichia coli strain isolated from hospital wastewater caused by a treatment with physical plasma. E. coli GW-AmxH19 was incubated in artificial wastewater and treated for 15 minutes with CAP. Transcriptomes and proteomes were monitored at different timepoints within a 24 h period to differentiate between immediate physiological responses and adaptations in the recovery phase. Reduction of viable cells was on average at 90%. The short-term response of the surviving cells to physical plasma aims at repairing and protecting cellular structures from plasma-induced damages, mainly provoked by reactive oxygen and nitrogen species. Notably, CAP induced a temporary transcription of genes from a conjugative plasmid carrying antibiotic resistance determinants. The late response during recovery phase is dominated by a massive activation of two prophages turning cold plasma treatment into a novel possible strategy to induce the lytic cycle of prophages. This study is the first report on the combined analysis of transcriptional and translational effects of CAP on an environmental bacterial isolate in a time-resolved manner. Chances and risks of considering CAP as an additional purification step in wastewater treatment plants are depicted and discussed.


Taxonomic composition and beta diversity at entire and active bacterial community level. (A) The ten most abundant bacterial orders from the entire and active community of the respective land use system as relative abundances. (B) Beta diversity displayed as Shannon diversity index for the entire and active community of the respective land use system. Diversity indices were calculated at ASV level with the ampvis2 package, which utilizes the vegan function “diversity.”
Soil bacterial community composition of different tropical land use systems in Jambi province, Indonesia
  • Article
  • Full-text available

April 2025

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9 Reads

Microbiology Resource Announcements

We sequenced the V3-V4 region of 16S rRNA genes and transcripts to assess entire (DNA) and active (RNA) soil bacterial communities in four different Indonesian land use systems (jungle rubber, rubber, oil palm, and rainforest). Acidobacteriota and Planctomycetes were dominant, with higher relative abundances at active community level.

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Isolation and characterization of novel acetogenic Moorella strains for employment as potential thermophilic biocatalysts

August 2024

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64 Reads

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6 Citations

FEMS Microbiology Ecology

Thermophilic acetogenic bacteria have attracted attention as promising candidates for biotechnological applications such as syngas fermentation, microbial electrosynthesis and methanol conversion. Here, we aimed to isolate and characterize novel thermophilic acetogens from diverse environments. Enrichment of heterotrophic and autotrophic acetogens was monitored by 16S rRNA gene-based bacterial community analysis. Seven novel Moorella strains were isolated and characterized by genomic and physiological analyses. Two Moorella humiferrea isolates showed considerable differences during autotrophic growth. The M. humiferrea LNE isolate (DSM 117358) fermented carbon monoxide (CO) to acetate, while the M. humiferrea OCP isolate (DSM 117359) transformed CO to hydrogen and carbon dioxide (H2 + CO2) employing the water gas shift reaction. Another carboxydotrophic hydrogenogenic Moorella strain was isolated from the covering soil of an active charcoal burning pile and proposed as the type strain (ACPsT) of the novel species Moorella carbonis (DSM 116161T, CCOS 2103T). The remaining four novel strains were affiliated with Moorella thermoacetica and showed, together with the type strain DSM 2955T, the production of small amounts of ethanol from H2 + CO2 in addition to acetate. The physiological analyses of the novel Moorella strains revealed isolate-specific differences that considerably increase the knowledge base on thermophilic acetogens for future applications.


Balancing economic and ecological functions in smallholder and industrial oil palm plantations

April 2024

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539 Reads

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12 Citations

Proceedings of the National Academy of Sciences

The expansion of the oil palm industry in Indonesia has improved livelihoods in rural communities, but comes at the cost of biodiversity and ecosystem degradation. Here, we investigated ways to balance ecological and economic outcomes of oil palm cultivation. We compared a wide range of production systems, including smallholder plantations, industrialized company estates, estates with improved agronomic management, and estates with native tree enrichment. Across all management types, we assessed multiple indicators of biodiversity, ecosystem functions, management, and landscape structure to identify factors that facilitate economic–ecological win–wins, using palm yields as measure of economic performance. Although, we found that yields in industrialized estates were, on average, twice as high as those in smallholder plantations, ecological indicators displayed substantial variability across systems, regardless of yield variations, highlighting potential for economic–ecological win–wins. Reducing management intensity (e.g., mechanical weeding instead of herbicide application) did not lower yields but improved ecological outcomes at moderate costs, making it a potential measure for balancing economic and ecological demands. Additionally, maintaining forest cover in the landscape generally enhanced local biodiversity and ecosystem functioning within plantations. Enriching plantations with native trees is also a promising strategy to increase ecological value without reducing productivity. Overall, we recommend closing yield gaps in smallholder cultivation through careful intensification, whereas conventional plantations could reduce management intensity without sacrificing yield. Our study highlights various pathways to reconcile the economics and ecology of palm oil production and identifies management practices for a more sustainable future of oil palm cultivation.


Optimising high-throughput sequencing data analysis, from gene database selection to the analysis of compositional data: a case study on tropical soil nematodes

March 2024

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281 Reads

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6 Citations

Introduction High-throughput sequencing (HTS) provides an efficient and cost-effective way to generate large amounts of sequence data, providing a very powerful tool to analyze biodiversity of soil organisms. However, marker-based methods and the resulting datasets come with a range of challenges and disputes, including incomplete reference databases, controversial sequence similarity thresholds for delimitating taxa, and downstream compositional data analysis. Methods Here, we use HTS data from a soil nematode biodiversity experiment to explore standardized HTS data processing procedures. We compared the taxonomic assignment performance of two main rDNA reference databases (SILVA and PR2). We tested whether the same ecological patterns are detected with Amplicon Sequence Variants (ASV; 100% similarity) versus classical Operational Taxonomic Units (OTU; 97% similarity). Further, we tested how different HTS data normalization methods affect the recovery of beta diversity patterns and the identification of differentially abundant taxa. Results At this time, the SILVA 138 eukaryotic database performed better than the PR2 4.12 database, assigning more reads to family level and providing higher phylogenetic resolution. ASV- and OTU-based alpha and beta diversity of nematodes correlated closely, indicating that OTU-based studies represent useful reference points. For downstream data analyses, our results indicate that loss of data during subsampling under rarefaction-based methods might reduce the sensitivity of the method, e.g. underestimate the differences between nematode communities under different treatments, while the clr-transformation-based methods may overestimate effects. The Analysis of Compositions of Microbiome with Bias Correction approach (ANCOM-BC) retains all data and accounts for uneven sampling fractions for each sample, suggesting that this is currently the optimal method to analyze compositional data. Discussion Overall, our study highlights the importance of comparing and selecting taxonomic reference databases before data analyses, and provides solid evidence for the similarity and comparability between OTU- and ASV-based nematode studies. Further, the results highlight the potential weakness of rarefaction-based and clr-transformation-based methods. We recommend future studies use ASV and that both the taxonomic reference databases and normalization strategies are carefully tested and selected before analyzing the data.


Heatmap of whole-genome ANIm analysis (wgANI). ANIm percentage values were visualized in heatmap.2 with corresponding dendrogram. Phylogenetic clades based on MLST determination are color-highlighted, and MLST types are noted for C1 sub-clusters comprising more than three strains. The outlier strain ST963 is marked with * in the dendrogram.
Clade-wise comparison of percentage identities for wgANIm and detANIm. Given are mean, median, minimal and maximal ANI percentages between two clades of C1–C5, outlier ST963 to each clade of C1–C5, or between all cryptic Clostridioides sp. to C. difficile (all five clades combined). Clade affiliation of an isolate was defined by MLST assignment using FastMLST (33).
Heatmap of cresol-PCR sequence ANIm analysis (detANIm). ANIm percentage values were visualized in heatmap.2 with corresponding dendrogram. Phylogenetic clades based on MLST determination are color-highlighted, and MLST types are noted for C1 sub-clusters comprising more than three strains. Outliers are marked as follows in the dendrogram: strain ST963 with *, C1 outliers DSM 29632 and Z31 with § and #, and C2 outlier Cd1 with $.
Heatmap of cresol-ASV distribution and their relative abundances for selected samples. C. difficile isolates are in italic and depicted next to their original environmental sample. MLST assignment (ST/clade) of each ASV as described in Table 2 is additionally specified below each ASV. Percentage values of the relative abundances are noted for values >0%.
Culture-independent detection of low-abundant Clostridioides difficile in environmental DNA via PCR

February 2024

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44 Reads

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1 Citation

Clostridioides difficile represents a major burden to public health. As a well-known nosocomial pathogen whose occurrence is highly associated with antibiotic treatment, most examined C. difficile strains originated from clinical specimen and were isolated under selective conditions employing antibiotics. This suggests a significant bias among analyzed C. difficile strains, which impedes a holistic view on this pathogen. In order to support extensive isolation of C. difficile strains from environmental samples, we designed a detection PCR that targets the hpdBCA-operon and thereby identifies low abundances of C. difficile in environmental samples. This operon encodes the 4-hydroxyphenylacetate decarboxylase, which catalyzes the production of the antimicrobial compound para-cresol. Amplicon-based analyses of diverse environmental samples demonstrated that the designed PCR is highly specific for C. difficile and successfully detected C. difficile despite its absence in general 16S rRNA gene-based detection strategies. Further analyses revealed the potential of the hpdBCA detection PCR sequence for initial phylogenetic classification, which allows assessment of C. difficile diversity in environmental samples via amplicon sequencing. Our findings furthermore showed that C. difficile strains isolated under antibiotic treatment from environmental samples were originally dominated by other strains according to PCR amplicon results. This provided evidence for selective cultivation of under-represented but antibiotic-resistant isolates. Thereby, we revealed a substantial bias in C. difficile isolation and research. IMPORTANCE Clostridioides difficile is a main cause of diarrheic infections after antibiotic treatment with serious morbidity and mortality worldwide. Research on this pathogen and its virulence has focused on bacterial isolation from clinical specimens under antibiotic treatment, which implies a substantial bias in isolated strains. Comprehensive studies, however, require an unbiased strain collection, which is accomplished by isolation of C. difficile from diverse environmental samples and avoidance of antibiotic-based enrichment strategies. Thus, isolation can significantly benefit from our C. difficile-specific detection PCR, which rapidly verifies C. difficile presence in environmental samples and further allows estimation of the C. difficile diversity by using next-generation sequencing.


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Optimising High-throughput sequencing data analysis, from gene database selection to the analysis of compositional data: A case study on tropical soil nematodes

January 2024

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92 Reads

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1 Citation

High-throughput sequencing (HTS) provides an efficient and cost-effective way to generate large amounts of sequence data. However, marker-based methods and the resulting datasets come with a range of challenges and disputes, including incomplete reference databases, controversial sequence similarity thresholds for delineating taxa, and downstream compositional data analysis. Here, we use HTS data from a soil nematode biodiversity experiment to address the following questions: (1) how the choice of reference database affects HTS data analysis, (2) whether the same ecological patterns are detected with ASV (100% similarity) versus classical OTU (97% similarity), and (3) how different data normalization methods affect the recovery of beta diversity patterns and identification of differentially abundant taxa. At this time, the SILVA database performed better than PR2, assigning more reads to family level and providing higher phylogenetic resolution. ASV- and OTU-based alpha and beta diversity of nematodes correlated closely, indicating that OTU-based studies represent useful reference points. For downstream data analyses, our results indicate that rarefaction-based methods are more vulnerable to missed findings, while clr-transformation based methods may overestimate tested effects. ANCOM-BC retains all data and accounts for uneven sampling fractions for each sample, suggesting that this is currently the optimal method to analyze compositional data. Overall, our study highlights the importance of comparing and selecting taxonomic reference databases before data analyses, and provides solid evidence for the similarity and comparability between OTU- and ASV-based nematode studies. Further, the results highlight the potential weakness of rarefaction-based and clr-transformation based methods. We recommend future studies use ASV and that both the taxonomic reference databases and normalization strategies are carefully tested and selected before analyzing the data.


Pan-genome analysis of six Paracoccus type strain genomes reveal lifestyle traits

December 2023

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102 Reads

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4 Citations

The genus Paracoccus capable of inhabiting a variety of different ecological niches both, marine and terrestrial, is globally distributed. In addition, Paracoccus is taxonomically, metabolically and regarding lifestyle highly diverse. Until now, little is known on how Paracoccus can adapt to such a range of different ecological niches and lifestyles. In the present study, the genus Paracoccus was phylogenomically analyzed (n = 160) and revisited, allowing species level classification of 16 so far unclassified Paracoccus sp. strains and detection of five misclassifications. Moreover, we performed pan-genome analysis of Paracoccus-type strains, isolated from a variety of ecological niches, including different soils, tidal flat sediment, host association such as the bluespotted cornetfish, Bugula plumosa, and the reef-building coral Stylophora pistillata to elucidate either i) the importance of lifestyle and adaptation potential, and ii) the role of the genomic equipment and niche adaptation potential. Six complete genomes were de novo hybrid assembled using a combination of short and long-read technologies. These Paracoccus genomes increase the number of completely closed high-quality genomes of type strains from 15 to 21. Pan-genome analysis revealed an open pan-genome composed of 13,819 genes with a minimal chromosomal core (8.84%) highlighting the genomic adaptation potential and the huge impact of extra-chromosomal elements. All genomes are shaped by the acquisition of various mobile genetic elements including genomic islands, prophages, transposases, and insertion sequences emphasizing their genomic plasticity. In terms of lifestyle, each mobile genetic elements should be evaluated separately with respect to the ecological context. Free-living genomes, in contrast to host-associated, tend to comprise (1) larger genomes, or the highest number of extra-chromosomal elements, (2) higher number of genomic islands and insertion sequence elements, and (3) a lower number of intact prophage regions. Regarding lifestyle adaptations, free-living genomes share genes linked to genetic exchange via T4SS, especially relevant for Paracoccus, known for their numerous extrachromosomal elements, enabling adaptation to dynamic environments. Conversely, host-associated genomes feature diverse genes involved in molecule transport, cell wall modification, attachment, stress protection, DNA repair, carbon, and nitrogen metabolism. Due to the vast number of adaptive genes, Paracoccus can quickly adapt to changing environmental conditions.


Metagenome-assembled genomes from particle-associated microbial communities in the mesopelagic zone of the Pacific Ocean

November 2023

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75 Reads

Microbiology Resource Announcements

We report 10 particle-associated metagenome-assembled genomes (MAGs) from the mesopelagic zone of Pacific Ocean seawaters. MAGs comprise members of Flavobacteria Halomonas , Blastomonas , Brevundimonas , Alteromonas, Shingomonas , Sphingopyxis , Tabrizicola, Proteobacteria , and Gammaproteobacteria . Functional annotation suggests that these bacteria are involved in central particulate organic carbon conversion, nitrogen cycling, and phosphorus cycling.


Response of protists to nitrogen addition, arbuscular mycorrhizal fungi manipulation, and mesofauna reduction in a tropical montane rainforest in southern Ecuador

August 2023

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94 Reads

Journal of Eukaryotic Microbiology

The tropical Andes are a species-rich and nitrogen-limited system, susceptible to increased nitrogen (N) inputs from the atmosphere. However, our understanding of the impacts of increased N input on belowground systems, in particular on protists and their role in nutrient cycling, remains limited. We explored how increased N affects protists in tropical montane rainforests in Ecuador using high-throughput sequencing (HTS) of environmental DNA from two litter layers. In addition, we manipulated the amount of arbuscular mycorrhizal fungi (AMF) and mesofauna, both playing a significant role in N cycling and interacting in complex ways with protist communities. We found that N strongly affected protist community composition in both layers, while mesofauna reduction had a stronger effect on the lower layer. Changes in concentration of the AMF marker lipid had little effect on protists. In both layers, the addition of N increased phagotrophs and animal parasites and decreased plant parasites, while mixotrophs decreased in the upper layer but increased in the lower layer. In the upper layer with higher AMF concentration, mixotrophs decreased, while in the lower layer, photoautotrophs increased and plant parasites decreased. With reduced mesofauna, phagotrophs increased and animal parasites decreased in both layers, while plant parasites increased only in the upper layer. The findings indicate that to understand the intricate response of protist communities to environmental changes, it is critical to thoroughly analyze these communities across litter and soil layers, and to include HTS.


Citations (63)


... Additionally, M. caeni cannot grow on CO 2 + H 2 and growth on formate has been only observed in the presence of a methanogen or thiosulfate as an external electron acceptor (Jiang et al. 2009). The other Moorella species showing a hydrogenogenic behaviour on CO are M. stamsii (Alves et al. 2013) and the recently isolated M. carbonis (Böer et al. 2024). ...

Reference:

Methanol and Carbon Monoxide Metabolism of the Thermophile Moorella caeni
Isolation and characterization of novel acetogenic Moorella strains for employment as potential thermophilic biocatalysts
  • Citing Article
  • August 2024

FEMS Microbiology Ecology

... Notably, human activities magnified effects due to variability in geology and climate since the Quaternary (Metcalf et al. 2016;Saltré et al. 2016). All this highlights the need for further soil biogeography research contributing to inform about conservation strategies in the Indo-Australian Archipelago (Cameron et al. 2019;Zemp et al. 2023;Farfan et al. 2024;Potapov et al. 2024;Wenzel et al. 2024). ...

Balancing economic and ecological functions in smallholder and industrial oil palm plantations

Proceedings of the National Academy of Sciences

... As our understanding of the gut microbiota and its interactions with host biology and health has improved over the past two decades, there has been growing interest in using gut microbiome analysis as another noninvasive tool for long-term monitoring of animal health and welfare (Chen et al. 2021) Variation in the gut microbiome is associated with a range of chronic diseases in humans, including diabetes, colitis, and Alzheimer's (Arora et al. 2020;Cani et al. 2012;Halfvarson et al. 2017), as well as with self-reported experiences of stress and anxiety (Foster and McVey Neufeld 2013). Many of these relationships have also been reported in nonhuman primates across a range of environments (Anzà et al. 2023;Sheh et al. 2022;Vlčková et al. 2018;Wu et al. 2020;Yang et al. 2022). For example, rhesus macaques (Macaca mulatta) at a primate research center with chronic diarrhea had a distinct microbiome composition with lower relative abundances of Lactobacillus compared to healthy rhesus macaques (McKenna et al. 2008). ...

The long-term gut bacterial signature of a wild primate is associated with a timing effect of pre- and postnatal maternal glucocorticoid levels

... The environmental samples were collected between November 2019 and July 2020 with sterile canonical falcon tubes and were stored at 4°C upon arrival in the laboratory. We opted for antibiotic-free isolation to overcome a potential isolation bias (Schüler et al., 2023). Different antibiotic-free and antibiotic-based isolation approaches were therefore employed. ...

Direct and culture-independent detection of low-abundant Clostridioides difficile in environmental DNA via PCR

... Land-use change in tropical regions involves complex sustainability challenges, such as the conversion of rainforests to oil palm plantations on Sumatra, Indonesia (EFForTS, 2024). While expanding oil palm cultivation brings socioeconomic benefits, it also exacerbates social inequalities and causes severe environmental damage, e.g., due to deforestation (Zemp et al., 2023). Addressing sustainability issues requires holistic strategies that engage multiple stakeholders and draw on interdisciplinary knowledge for achieving the Sustainable Development Goals (SDGs) (United Nations, 2015;Mohd Hanafiah et al., 2022). ...

Tree islands enhance biodiversity and functioning in oil palm landscapes

Nature

... In this paper, we describe six newly isolated Caulobacter phages and two Brevundimonas phages that are members of the large Autographiviridae family and compare them to the Lullwater, Percy, and Cd1 phages described above [8] and a recently described Brevundimonas phage [12]. In addition, we describe eight additional phages that are members of the proposed Jessavirus and Riverwalkvirus genera. ...

Brevundimonas and Serratia as host systems for assessing associated environmental viromes and phage diversity by complementary approaches

... There are three key putative pathways by which precipitation can influence the gut microbiome. First, precipitation can alter the diversity of microbial communities by redistributing microbes in the environment outside the host (Maestre et al. 2015, Bagchi et al. 2017, Murillo et al. 2022a); Second, it can alter dietary water intake, which can impact the host's physiology and fitness (Heffelfinger et al. 2018, Kihwele et al. 2020; Finally, and potentially most importantly, precipitation can alter nutrient availability for the hosts, especially for herbivores in semi-arid grasslands, by regulating the plant community composition (i.e. nutrient quality) and its primary productivity (i.e. ...

Assessing the drivers of gut microbiome composition in wild redfronted lemurs via longitudinal metacommunity analysis

... The filter was kept at −80°C until further usage. The total community DNA was extracted according to Hollensteiner et al. (1). Illumina pair-end sequencing libraries were prepared and indexed using the Nextera DNA Flex library preparation kit and the Nextera DNA CD index kit as recommended by the manufacturer (Illumina, San Diego, CA, USA). ...

Extraction of Total DNA and RNA from Marine Filter Samples and Generation of a Universal cDNA as Universal Template for Marker Gene Studies
  • Citing Chapter
  • October 2022

Methods in molecular biology (Clifton, N.J.)

... ; https://doi.org/10.1101/2024.12.02.625632 doi: bioRxiv preprint long-chain fatty acid 3-hydroxyoctadecaenoic acid, which has an anti-inflammatory effect [35][36][37][38] . In line with our findings, literature reports a negative correlation between Holdemanella biformis and age, observed both in humans 39 and in dogs 40 . Similarly, certain species within the Prevotella genus, such as Prevotella copri, have also been documented as decreasing in abundance with age in humans 5 and in dogs 40 . ...

Aging gut microbiota of wild macaques are equally diverse, less stable, but progressively personalized