Despite proven efficacy against pathogens like Pseudomonas aeruginosa and metabolic disorders, engineered probiotics remain underexplored for Hp eradication a critical gap given Hp’s gastric tropism and emerging extra-gastric associations, including intestinal colonization in ulcerative colitis patients [18]. The gene discussed is HP; the disease is metabolic disease.