PLoS ONE · 2011 · 84 citations · 48 references
Life SciencesMicrobiologySystems BiologyMicrobiome ResearchMulti-omics IntegrationProteomicsGut MicrobiotaMass Spectrometry-based ProteomicsMetagenomic AnalysisMicrobial ProteomicsMucosal Microbiota InteractionsProteomic ProfilingMetaproteomic Data IntegrationMetaproteomic QuantificationMetaproteomicsMetaproteomics Data IntegrationProteomic Data AnalysisProteomic SignaturesShotgun Proteomics QuantificationSystems Biology Integration
Aberrant interactions between the host and the intestinal bacteria are thought to contribute to the pathogenesis of many digestive diseases. However, studying the complex ecosystem at the human mucosal-luminal interface (MLI) is challenging and requires an integrative systems biology approach. Therefore, we developed a novel method integrating lavage sampling of the human mucosal surface, high-throughput proteomics, and a unique suite of bioinformatic and statistical analyses. Shotgun proteomic analysis of secreted proteins recovered from the MLI confirmed the presence of both human and bacterial components. To profile the MLI metaproteome, we collected 205 mucosal lavage samples from 38 healthy subjects, and subjected them to high-throughput proteomics. The spectral data were subjected to a rigorous data processing pipeline to optimize suitability for quantitation and analysis, and then were evaluated using a set of biostatistical tools. Compared to the mucosal transcriptome, the MLI metaproteome was enriched for extracellular proteins involved in response to stimulus and immune system processes. Analysis of the metaproteome revealed significant individual-related as well as anatomic region-related (biogeographic) features. Quantitative shotgun proteomics established the identity and confirmed the biogeographic association of 49 proteins (including 3 functional protein networks) demarcating the proximal and distal colon. This robust and integrated proteomic approach is thus effective for identifying functional features of the human mucosal ecosystem, and a fresh understanding of the basic biology and disease processes at the MLI.
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The Proceedings of the National Academy of Sciences
Jos W. Richards · Science · 1915 · 14.2K citations
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Life Sciences, Biology, Microbiology +17