Unraveling and quantifying "Candidatus Saccharibacteria": in silico and experimental evaluation of V3-V4 16S rRNA metagenomics and qPCR protocols
Papaleo, S.; Nodari, R.; Sterzi, L.; D'Auria, E. C.; Cattaneo, C.; Bettoni, G.; Bonaiti, C.; Pagliarini, E.; Zuccotti, G. V.; Panelli, S.; Comandatore, F.
Show abstract
BackgroundCandidate Phyla Radiation (CPR) is a large monophyletic group thought to cover about 25% of bacterial diversity. Due to peculiar characteristics and unusual 16S rRNA gene structure, they are often under-represented or lost in 16S rRNA-based microbiota surveys. Among CPR, "Candidatus Saccharibacteria" is a phylum experimentally found to modulate the immune response and enriched in the oral microbiota of subjects suffering from several immune-mediated disorders, e.g. food allergies, as reported by us in a previous work. Due to the growing evidence of "Ca. Saccharibacteria"s role in clinical settings and in order to unravel its role in host physiology and pathology, it is crucial to have a reliable method to detect and quantify this lineage. Methods and ResultsFour qPCR protocols for quantifying "Ca. Saccharibacteria" (one targeting the 23S rRNA gene and three the 16S) were selected from the literature among the few available. Efficiency and coverage of primer pairs used in these protocols were preliminary evaluated via in silico analyses on the "Ca. Saccharibacteria" known taxonomic variability, and then tested in vitro on the salivary DNA previously investigated by 16S metagenomics in the food allergy study. In silico analyses evidenced that the 23S qPCR protocol covered more "Ca. Saccharibacteria" variability compared to the 16S-based ones, and that the 16S metagenomics primers were the most comprehensive. qPCR experiments confirmed that 16S-based protocols strongly underestimated "Ca. Saccharibacteria" while the 23S protocol was the only one to yield results comparable to 16S metagenomics both in terms of correlation and absolute quantification. However, only 16S metagenomics evidenced an expansion of "Ca. Saccharibacteria" in allergic subjects compared to controls, while none of the four qPCR protocols detected it. ConclusionThese results underline the current limits in experimentally approaching "Ca. Saccharibacteria". To obtain a more realistic picture of their abundance within bacterial communities, and to enable more efficient taxonomic resolution, it is essential to find novel experimental strategies. This is a necessary premise for more targeted and systematic functional studies to clarify the role of "Ca. Saccharibacteria" and, generally, CPR bacteria, in maintaining the health of the host.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Taxon appearance from extraction and amplification steps demonstrates the value of multiple controls in tick microbiome analysis 95%
- Interpretations of microbial community studies are biased by the selected 16S rRNA gene amplicon sequencing pipeline. 94%
- Dietary emulsifiers alter composition and activity of the human gut microbiota in vitro, irrespective of chemical or natural emulsifier origin. 94%
Similar papers in this journal
- Selecting 16S rRNA primers for microbiome analysis in a host-microbe system: the case of the jellyfish Rhopilema nomadica 95%
- Cultivation-based quantification and identification of bacteria at two hygienic key sides of domestic washing machines 94%
- Rhizocarpon geographicum lichen discloses a highly diversified microbiota carrying antibiotic resistance and Persistent Organic Pollutants tolerance 93%
Similar papers in this journal
- The hospital sink drain biofilm resistome is independent of the corresponding microbiota, the environment and disinfection measures 95%
- Looking for lipases and lipolytic organisms in low-temperature anaerobic reactors treating domestic wastewater 93%
- Comparative metaproteomics demonstrates different views on the complex granular sludge microbiome 93%
Similar papers in this journal
- GSR-DB: a manually curated and optimised taxonomical database for 16S rRNA amplicon analysis 94%
- In-depth analysis of Bacillus anthracis 16S rRNA genes and transcripts reveals intra- and intergenomic diversity and facilitates anthrax detection 93%
- A simple, cost-effective and automation-friendly direct PCR approach for bacterial community analysis 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.