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Moreover, we outline the limitations in regard to the previous drug design and discovery studies using GAN models. Finally, we present a discussion of directions and challenges for future research.Breast cancer, the most frequently occurring cancer in women, is a major public health problem, with over 1 million estimated new cases worldwide and nearly 459,000 related deaths every year [...].Flavonoids are metabolites widely distributed in plants and commonly present in foods, such as fruits and vegetables. Pectolinarin, which belongs to