Protein-Protein Interaction Networks (PPINs) are intricate maps that reveal how proteins communicate and collaborate to execute biological functions within a cell. Understanding these networks is crucial for elucidating cellular processes, identifying potential drug targets, and deciphering complex diseases at a molecular level.