The intricate regulatory mechanisms governing TGF-beta 1 expression play pivotal roles in tumor progression. Key proteins such as FKBP1A, SMAD6, and SMAD7 trigger this process, modulating cell growth inhibition via p15INK4b and p21CIP1 induction. Despite TGF-beta ' s tumor-suppressive functions, cancer cells adeptly evade its effects, fueling disease advancement. Tumor microenvironmental TGF-beta 1 prompts epithelial-mesenchymal transition (EMT), facilitated by transcription factors like slug, twist-1, and snail. Notably, cancer-associated fibroblasts (CAFs) amplify this effect by secreting TGF-beta 1, fostering drug resistance. Of particular concern is the resistance observed with BRAF/MEK inhibitors (BRAFi/MEKi), highlighting the clinical significance of TGF-beta signaling in cancer therapeutics. However, emerging interest in natural anti-cancer agents, with their distinct pharmacological actions on signaling proteins offers promising avenues for therapeutic intervention. This review emphasizes the multifaceted interplay between TGF-beta signaling, tumor microenvironment dynamics, and therapeutic resistance mechanisms, illuminating potential targets for combating cancer progression by plant-derivednatural-bioactive compounds. However, this review additionally explores the currently available advanced methods for detecting various types of cancer. Not only that, but it also discussed the function of plant-derived compounds in clinical aspects, as well as its limitations.