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Updated: Feb 12, 2026

Metagenomic Analysis of Silage
Published on: January 13, 2017
Reproducible protocols for metagenomic analysis of human faecal phageomes
Andrey N Shkoporov1, Feargal J Ryan1, Lorraine A Draper1
1APC Microbiome Institute, University College Cork, Cork, Ireland.
Background:
Recent studies have demonstrated that the human gut is populated by complex, highly individual and stable communities of viruses, the majority of which are bacteriophages. While disease-specific alterations in the gut phageome have been observed in IBD, AIDS and acute malnutrition, the human gut phageome remains poorly characterised. One important obstacle in metagenomic studies of the human gut phageome is a high level of discrepancy between results obtained by different research groups. This is often due to the use of different protocols for enriching virus-like particles, nucleic acid purification and sequencing. The goal of the present study is to develop a relatively simple, reproducible and cost-efficient protocol for the extraction of viral nucleic acids from human faecal samples, suitable for high-throughput studies. We also analyse the effect of certain potential confounding factors, such as storage conditions, repeated freeze-thaw cycles, and operator bias on the resultant phageome profile. Additionally, spiking of faecal samples with an exogenous phage standard was employed to quantitatively analyse phageomes following metagenomic sequencing. Comparative analysis of phageome profiles to bacteriome profiles was also performed following 16S rRNA amplicon sequencing.
Results:
Faecal phageome profiles exhibit an overall greater individual specificity when compared to bacteriome profiles. The phageome and bacteriome both exhibited moderate change when stored at + 4 °C or room temperature. Phageome profiles were less impacted by multiple freeze-thaw cycles than bacteriome profiles, but there was a greater chance for operator effect in phageome processing. The successful spiking of faecal samples with exogenous bacteriophage demonstrated large variations in the total viral load between individual samples.
Conclusions:
The faecal phageome sequencing protocol developed in this study provides a valuable additional view of the human gut microbiota that is complementary to 16S amplicon sequencing and/or metagenomic sequencing of total faecal DNA. The protocol was optimised for several confounding factors that are encountered while processing faecal samples, to reduce discrepancies observed within and between research groups studying the human gut phageome. Rapid storage, limited freeze-thaw cycling and spiking of faecal samples with an exogenous phage standard are recommended for optimum results.
Insights
This study developed a cost-efficient protocol for analyzing the human gut phageome, revealing greater individual specificity in viral communities compared to bacterial ones. The protocol minimizes discrepancies in viral nucleic acid extraction for better microbiome research.
Area of Science:
- Microbiology
- Virology
- Bioinformatics
Background:
- The human gut harbors complex viral communities, primarily bacteriophages, which remain poorly understood.
- Disease-specific alterations in the gut phageome are noted, but inconsistencies in research protocols hinder characterization.
- A standardized, cost-efficient protocol is needed for reliable gut phageome analysis.
Purpose of the Study:
- To develop a reproducible and cost-efficient protocol for extracting viral nucleic acids from human fecal samples.
- To assess the impact of storage conditions, freeze-thaw cycles, and operator bias on phageome profiles.
- To quantitatively analyze phageomes using exogenous phage standards and compare phageome to bacteriome profiles.
Main Methods:
- Developed and optimized a protocol for viral nucleic acid extraction from fecal samples.
- Analyzed effects of storage (4°C, room temp), freeze-thaw cycles, and operator variability.
- Utilized exogenous bacteriophage spiking for quantitative phageome analysis.
- Performed comparative analysis with 16S rRNA amplicon sequencing of the bacteriome.
Main Results:
- Faecal phageome profiles show higher individual specificity than bacteriome profiles.
- Storage at 4°C or room temperature caused moderate changes in both phageome and bacteriome.
- Phageome profiles were less affected by freeze-thaw cycles than bacteriome profiles, but operator effect was greater.
- Exogenous phage spiking revealed significant variations in total viral load between samples.
Conclusions:
- The developed protocol offers a complementary view of the gut microbiota, enhancing metagenomic and 16S rRNA sequencing.
- The protocol addresses confounding factors to reduce discrepancies in gut phageome research.
- Recommendations include rapid storage, minimal freeze-thaw cycles, and exogenous phage spiking for optimal results.
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