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These findings provide robust evidence for the reliability of our metaproteome results and underscore the potential of metaproteomics in detecting previously undiscovered microbial entities that may have been missed by DNA sequencing techniques

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Notably, while the yellow module was shared between the NP and FP groups, it exhibited opposite correlation signs, suggesting different metabolic behaviors between these groups (Fig