A Multi-Lab Comparison of Established Workflows
Metaproteomics has matured into a powerful tool to assess functional interactions in microbial communities. While many metaproteomic workflows are available, the impact of method choice on results remains unclear.
Here, we carried out the first community-driven, multi-lab comparison in metaproteomics: the critical assessment of metaproteome investigation study (CAMPI). Based on well-established workflows, we evaluated the effect of sample preparation, mass spectrometry, and bioinformatic analysis using two samples: a simplified, lab-assembled human intestinal model and a human fecal sample.
We observed that variability at the peptide level was predominantly due to wet-lab workflows, with a smaller contribution of bioinformatic pipelines. These peptide-level differences largely disappeared at protein group level. While differences were observed for predicted community composition, similar functional profiles were obtained across workflows.
CAMPI demonstrates the robustness of present-day metaproteomics research, serves as a template for multi-lab studies in metaproteomics, and provides publicly available data sets for benchmarking future developments.
Article published in open access in Nature Communications
Citation: Van Den Bossche, T., Kunath, B.J., Schallert, K., Schäpe, S.S., et al. Critical Assessment of MetaProteome Investigation (CAMPI): a multi-laboratory comparison of established workflows. Nat Commun 12, 7305 (2021). https://doi.org/10.1038/s41467-021-27542-8