ArticlePloS one2012
Deep sequencing analyses of low density microbial communities: working at the boundary of accurate microbiota detection.
Article in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 116 papers.
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Who cites it
116 citing papers in PubMed, 200 citations in OpenAlex.
- Interactions between live attenuated influenza vaccine and nasopharyngeal microbiota among children aged 24-59 months in The Gambia: a phase 4, open-label, randomised controlled trial.The Lancet. Microbe · 2025Trial
- Streptococcus pyogenes Colonization in Children Aged 24-59 Months in the Gambia: Impact of Live Attenuated Influenza Vaccine and Associated Serological Responses.The Journal of infectious diseases · 2023Trial
- Trial
- Effects of early-life antibiotics on the developing infant gut microbiome and resistome: a randomized trial.Nature communications · 2022Trial
- The effect of live attenuated influenza vaccine on pneumococcal colonisation densities among children aged 24-59 months in The Gambia: a phase 4, open label, randomised, controlled trial.The Lancet. Microbe · 2021Trial
- Rectal swabs are a reliable proxy for faecal samples in infant gut microbiota research based on 16S-rRNA sequencing.Scientific reports · 2019Trial
- Seven-valent pneumococcal conjugate vaccine and nasopharyngeal microbiota in healthy children.Emerging infectious diseases · 2014Trial
- From microbes to milestones: Gut bacterial abundances and functional pathways associate with neurodevelopment following preterm birth.Gut microbiology · 2026Article
- Unveiling balanced prenatal microbial colonization in amniotic fluid through an integrated culture and sequencing approach.Journal of translational medicine · 2026Article
- The impact of DNA extraction methods on species quantification and apparent community composition of in vitro oral biofilms.FEMS microbiology letters · 2026Article
- Smoking-induced microbial dysbiosis: a key driver of systemic diseases and emerging therapeutic opportunities.Cell death discovery · 2025Review
- Nasopharyngeal microbiota is influenced by agricultural air pollution in individuals with and without COPD.Scientific reports · 2025Article
- Experimental tests challenge the evidence of a healthy human blood microbiome.The FEBS journal · 2025Article
- A preliminary evaluation of a fast, low-cost, and high-throughput nucleic acid extraction method for bacterial microbiota profiling in low-microbial biomass samples.Scientific reports · 2025Article
- Tripartite exacerbation stratification in AECOPD suggests a gradient of lower airway dysbiosis: a metagenomic transition from commensal taxa toFrontiers in microbiology · 2025Article
- The neonatal gut microbiota: A role in the encephalopathy of prematurity.Cell reports. Medicine · 2024Article
- Detection of airborne wild waterbird-derived DNA demonstrates potential for transmission of avian influenza virus via air inlets into poultry houses, the Netherlands, 2021 to 2022.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2024Article
- Article
- Impact of root canal preparation using two single-file systems on the intra-radicular microbiome of teeth with primary apical periodontitis.Clinical oral investigations · 2024Article
- INVADEseq to identify cell-adherent or invasive bacteria and the associated host transcriptome at single-cell-level resolution.Nature protocols · 2023Review
56 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionAccurate analyses of microbiota composition of low-density communities (10(3)-10(4) bacteria/sample) can be challenging. Background DNA from chemicals and consumables, extraction biases as well as differences in PCR efficiency can significantly interfere with microbiota assessment. This study was aiming to establish protocols for accurate microbiota analysis at low microbial density.
methodsTo examine possible effects of bacterial density on microbiota analyses we compared microbiota profiles of serial diluted saliva and low (nares, nasopharynx) and high-density (oropharynx) upper airway communities in four healthy individuals. DNA was extracted with four different extraction methods (Epicentre Masterpure, Qiagen DNeasy, Mobio Powersoil and a phenol bead-beating protocol combined with Agowa-Mag-mini). Bacterial DNA recovery was analysed by 16S qPCR and microbiota profiles through GS-FLX-Titanium-Sequencing of 16S rRNA gene amplicons spanning the V5-V7 regions.
resultsLower template concentrations significantly impacted microbiota profiling results. With higher dilutions, low abundant species were overrepresented. In samples of <10(5) bacteria per ml, e.g. DNA <1 pg/µl, microbiota profiling deviated from the original sample and other dilutions showing a significant increase in the taxa Proteobacteria and decrease in Bacteroidetes. In similar low density samples, DNA extraction method determined if DNA levels were below or above 1 pg/µl and, together with lysis preferences per method, had profound impact on microbiota analyses in both relative abundance as well as representation of species.
conclusionThis study aimed to interpret microbiota analyses of low-density communities. Bacterial density seemed to interfere with microbiota analyses at < than 10(6) bacteria per ml or DNA <1 pg/µl. We therefore recommend this threshold for working with low density materials. This study underlines that bias reduction is crucial for adequate profiling of especially low-density bacterial communities.
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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.