Chronic illness is impacted by an intricate interplay of genetic, environmental, lifestyle, and socioeconomic elements. By comprehending and encompassing these multifaceted influences, we gain a more comprehensive insight into the fundamental mechanisms that shape both health and disease. The intricacy of chronic illnesses is vast. Numerous long-term health conditions, such as cardiovascular diseases, diabetes, and autoimmune disorders, are multifaceted in nature. They encompass a complex interplay between multiple genes, environmental factors, and personal lifestyle choices. Chronic diseases often have a polygenic inheritance pattern, which implies that the risk of developing the condition is influenced by multiple genes.