An in-depth examination of Vibrionaceae uncovers a negative association with the relative abundance of Lachnospiraceae, a predominant gut bacterium implicated in mucin degradation [53], exhibiting a significant inverse correlation with obesity [54,55] and playing a critical function in preserving intestinal mucosal health. This evidence concerns the gene MUC5AC and Obesity.