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Studies were selected based on relevance to gut microbiota-ND interactions and the application of AI in this domain, prioritizing peer-reviewed publications from the past decade

But researchers at NLM and the University of Maryland Hall Lab recently found the missing puzzle piecea key enzyme called bilirubin reductase

Its mechanism involves regulating gene expression, immune protein synthesis, and stem cell differentiation, making it a valuable tool in managing immunopathologies and preventing severe immune dysregulation

Second, sample sizes in key depression-microbiota studies are frequently small (e.g., n = 23 in Strandwitz et al

The first two authors contributed equally to the design and implementation of the study