GYS32661 is a potent, small-molecule inhibitor of RAC1 and its isoform RAC1B, specifically designed to target the Sonic Hedgehog (Shh) signaling pathway in cancers like medulloblastoma and colorectal carcinoma. Distinguishing itself from other RAC1 inhibitors, GYS32661 exhibits exceptional blood-brain barrier (BBB) permeability with an approximately 50% brain-to-plasma ratio, making it a premier candidate for treating CNS-related malignancies. It functions by disrupting the activation of RAC1 (IC50 ≈ 1.18 μM), subsequently reducing the expression of downstream transcription factors GLI1 and GLI2, which effectively halts tumor proliferation and metastasis. In preclinical in vivo models, the compound has demonstrated significant anti-tumor efficacy and a favorable safety profile without systemic toxicity. Due to its hydrophobic nature, it is typically formulated in a vehicle of DMSO, PEG300, and saline for administration. As a non-toxic clinical candidate, GYS32661 represents a promising therapeutic strategy for overcoming chemoresistance and improving survival rates in Shh-driven pediatric and adult tumors.