ArticleMicrobiome2018
Uncovering complex microbiome activities via metatranscriptomics during 24 hours of oral biofilm assembly and maturation.
Article in Microbiome, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
34 citing papers in PubMed, 58 citations in OpenAlex.
- Impact of parental psychosocial profile on the effectiveness of oral hygiene interventions in preschool children: a randomised controlled clinical trial in a rural population.European archives of paediatric dentistry : official journal of the European Academy of Paediatric Dentistry · 2026Trial
- Exploring the oral microbiome: from traditional techniques to advanced omics and databases.Antonie van Leeuwenhoek · 2026Review
- DNA and RNA-based amplicon sequencing of paired supragingival and dentin lesion plaque in children with severe early childhood caries.International journal of oral science · 2026Article
- The food matrix as a confounder in diet‒microbiome studies: methodological challenges and research gaps.Gut microbes reports · 2026Review
- Nanosystems for delivery of indolicidin peptide.Frontiers in medical technology · 2026Review
- Microbial dysbiosis and host-microbe interactions in proliferative verrucous leukoplakia: insights into carcinogenic potential.Archives of microbiology · 2025Review
- Desquamative Gingivitis and the Oral Microbiome: Insights into Immune-Microbial Interactions in Mucosal Inflammation.Dentistry journal · 2025Review
- Ex vivo oral biofilm model for rapid screening of antimicrobial agents including natural cranberry polyphenols.Scientific reports · 2025Article
- The antibiofilm effect and mechanism of silver nanowire-modified glass ionomer cement against multi-species oral biofilm.BMC oral health · 2025Article
- Underscoring long-term host-microbiome interactions in a physiologically relevant gingival tissue model.NPJ biofilms and microbiomes · 2025Article
- Coaggregation of oral pathogens by postbiotic lactobacilli.Journal of oral microbiology · 2025Article
- Exploring ex vivo biofilm dynamics: consequences of low ampicillin concentrations on the human oral microbiome.NPJ biofilms and microbiomes · 2024Article
- Deep Impact: Shifts of Native Cultivable Microbial Communities on Fresh Lettuce after Treatment with Plasma-Treated Water.Foods (Basel, Switzerland) · 2024Article
- HAMLET, a human milk protein-lipid complex, modulates amoxicillin induced changes in anFrontiers in microbiology · 2024Article
- Systematic mining of the human microbiome identifies antimicrobial peptides with diverse activity spectra.Nature microbiology · 2023Article
- Illuminating the oral microbiome and its host interactions: recent advancements in omics and bioinformatics technologies in the context of oral microbiome research.FEMS microbiology reviews · 2023Review
- MetaPro: a scalable and reproducible data processing and analysis pipeline for metatranscriptomic investigation of microbial communities.Microbiome · 2023Article
- 'Multi-omics' data integration: applications in probiotics studies.NPJ science of food · 2023Review
- How to study biofilms: technological advancements in clinical biofilm research.Frontiers in cellular and infection microbiology · 2023Review
- Review
Corrections and comments
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Authors and funding
6 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundDental plaque is composed of hundreds of bacterial taxonomic units and represents one of the most diverse and stable microbial ecosystems associated with the human body. Taxonomic composition and functional capacity of mature plaque is gradually shaped during several stages of community assembly via processes such as co-aggregation, competition for space and resources, and by bacterially produced reactive agents. Knowledge on the dynamics of assembly within complex communities is very limited and derives mainly from studies composed of a limited number of bacterial species. To fill current knowledge gaps, we applied parallel metagenomic and metatranscriptomic analyses during assembly and maturation of an in vitro oral biofilm. This model system has previously demonstrated remarkable reproducibility in taxonomic composition across replicate samples during maturation.
resultsTime course analysis of the biofilm maturation was performed by parallel sampling every 2-3 h for 24 h for both DNA and RNA. Metagenomic analyses revealed that community taxonomy changed most dramatically between three and six hours of growth when pH dropped from 6.5 to 5.5. By applying comparative metatranscriptome analysis we could identify major shifts in overall community activities between six and nine hours of growth when pH dropped below 5.5, as 29,015 genes were significantly up- or down- expressed. Several of the differentially expressed genes showed unique activities for individual bacterial genomes and were associated with pyruvate and lactate metabolism, two-component signaling pathways, production of antibacterial molecules, iron sequestration, pH neutralization, protein hydrolysis, and surface attachment. Our analysis also revealed several mechanisms responsible for the niche expansion of the cariogenic pathogen Lactobacillus fermentum.
conclusionIt is highly regarded that acidic conditions in dental plaque cause a net loss of enamel from teeth. Here, as pH drops below 5.5 pH to 4.7, we observe blooms of cariogenic lactobacilli, and a transition point of many bacterial gene expression activities within the community. To our knowledge, this represents the first study of the assembly and maturation of a complex oral bacterial biofilm community that addresses gene level functional responses over time.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.