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Updated: Feb 12, 2026

Metagenomic Analysis of Silage
Published on: January 13, 2017
Identification of Prosthetic Joint Infection Pathogens Using a Shotgun Metagenomics Approach
Matthew J Thoendel1, Patricio R Jeraldo2, Kerryl E Greenwood-Quaintance3
1Division of Infectious Diseases, Department of Medicine, Mayo Clinic, Rochester, Minnesota.
Background:
Metagenomic shotgun sequencing has the potential to change how many infections, particularly those caused by difficult-to-culture organisms, are diagnosed. Metagenomics was used to investigate prosthetic joint infections (PJIs), where pathogen detection can be challenging.
Methods:
Four hundred eight sonicate fluid samples generated from resected hip and knee arthroplasties were tested, including 213 from subjects with infections and 195 from subjects without infection. Samples were enriched for microbial DNA using the MolYsis basic kit, whole-genome amplified, and sequenced using Illumina HiSeq 2500 instruments. A pipeline was designed to screen out human reads and analyze remaining sequences for microbial content using the Livermore Metagenomics Analysis Toolkit and MetaPhlAn2 tools.
Results:
When compared to sonicate fluid culture, metagenomics was able to identify known pathogens in 94.8% (109/115) of culture-positive PJIs, with additional potential pathogens detected in 9.6% (11/115). New potential pathogens were detected in 43.9% (43/98) of culture-negative PJIs, 21 of which had no other positive culture sources from which these microorganisms had been detected. Detection of microorganisms in samples from uninfected aseptic failure cases was conversely rare (7/195 [3.6%] cases). The presence of human and contaminant microbial DNA from reagents was a challenge, as previously reported.
Conclusions:
Metagenomic shotgun sequencing is a powerful tool to identify a wide range of PJI pathogens, including difficult-to-detect pathogens in culture-negative infections.
Insights
Metagenomic shotgun sequencing accurately detects pathogens in prosthetic joint infections (PJIs), even in culture-negative cases. This advanced method offers a powerful new diagnostic tool for challenging infections.
Area of Science:
- Microbiology
- Genomics
- Infectious Diseases
Background:
- Metagenomic shotgun sequencing offers a novel approach for diagnosing infections, especially those caused by organisms resistant to culturing.
- Prosthetic joint infections (PJIs) present diagnostic challenges, making advanced molecular techniques valuable.
Purpose of the Study:
- To evaluate the efficacy of metagenomic shotgun sequencing in identifying pathogens in prosthetic joint infections (PJIs).
- To compare metagenomic sequencing with traditional culture methods for PJI diagnosis.
Main Methods:
- Analyzed 408 sonicate fluid samples from hip and knee arthroplasties (213 infected, 195 non-infected).
- Enriched microbial DNA, performed whole-genome amplification, and utilized Illumina HiSeq 2500 for sequencing.
- Developed a bioinformatics pipeline (Livermore Metagenomics Analysis Toolkit, MetaPhlAn2) to analyze microbial content and filter human reads.
Main Results:
- Metagenomics identified known pathogens in 94.8% of culture-positive PJIs, with additional potential pathogens found in 9.6%.
- Detected novel pathogens in 43.9% of culture-negative PJIs, with 21 cases showing unique microbial signatures.
- Microorganism detection in aseptic failure cases was low (3.6%), indicating high specificity.
Conclusions:
- Metagenomic shotgun sequencing is highly effective for identifying a broad spectrum of PJI pathogens.
- This technique is particularly valuable for detecting difficult-to-culture organisms in culture-negative PJIs, improving diagnostic capabilities.
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