Bitter gourd (Momordica charantia L.), belonging to the Cucurbitaceae family, is cultivated as both a vegetable and medicinal herb in Asia and Africa. Genetic diversity is crucial for agricultural growth and ecological adaptability, particularly as hybrid crops may threaten regional variations. Advanced breeding techniques offer significant advantages over traditional methods, enabling faster and more precise development of desirable traits, such as enhanced resistance and adaptability. Heterosi