Highlights
(1) Tropical herbs such as bitter melon, curry tree, garlic, ginger and noni have anti-diabetic effects and show potential for managing type 2 diabetes.
(2) Bioactive compounds in these herbs regulate normal metabolic activities in the human body.
(3) Phytochemicals in these herbs help manage glucose metabolism in human cells.
(4) The review includes a bibliometric analysis of research trends and global collaborations, highlighting emerging trends and key findings in herbal diabetes treatments.

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