Research on biofilm formation in bacteria such as Escherichia coli is ongoing, with studies investigating various compounds for their potential to inhibit biofilm formation. Some studies have found that certain natural substances, including flavonoids and caffeine, may have anti-biofilm properties. The effectiveness of these substances in controlling biofilm-forming pathogens is being explored through different approaches, including optical methods and strategies to reduce antibiotic tolerance.