ABSTRACT
The development of osteoarthritis (OA) involves subchondral bone lesions, but the role of osteoblastic autophagy-related genes (ARGs) in osteoarthritis is unclear. Through integrated analysis of single-cell dataset, Bulk RNA dataset, and 367 ARGs extracted from GeneCards, 40 ARGs were found. By employing multiple machine learning algorithms and PPI networks, three key genes (DDIT3, JUN, and VEGFA) were identified. Then the RF model constructed from these genes indicated great potential as a diagnostic tool. Furthermore, the model's effectiveness in predicting OA has been confirmed through external validation datasets. Moreover, the expression of ARGs was examined in osteoblasts subject to excessive mechanical stress, human and mouse tissues. Finally, the role of ARGs in OA was confirmed through co-culturing explants and osteoblasts. Thus, osteoblastic ARGs could be crucial in OA development, providing potential diagnostic and treatment strategies.
ABSTRACT
PURPOSE: Brusatol, a natural quassinoid that is isolated from a traditional Chinese herbal medicine known as Bruceae Fructus, possesses biological activity in various types of human cancers, but its effects in nasopharyngeal carcinoma (NPC) have not been reported. This study aimed to explore the effect and molecular mechanism of brusatol in NPC in vivo and in vitro. METHODS: The antiproliferative effect of brusatol was assessed by MTT and colony formation assays. Apoptosis was determined by flow cytometry. The expression of mitochondrial apoptosis, cell cycle arrest, and Akt/mTOR pathway proteins were determined by western blot analysis. Further in vivo confirmation was performed in a nude mouse model. RESULTS: Brusatol showed antiproliferative activity against four human NPC cell lines (CNE-1, CNE-2, 5-8F, and 6-10B) in a dose-dependent manner. This antiproliferative effect was accompanied by mitochondrial apoptosis and cell cycle arrest through the modulation of several key molecular targets, such as Bcl-xl, Bcl-2, Bad, Bax, PARP, Caspase-9, Caspase-7, Caspase-3, Cdc25c, Cyclin B1, Cdc2 p34, and Cyclin D1. In addition, we found that brusatol inhibited the activation of Akt, mTOR, 4EBP1, and S6K, suggesting that the Akt/mTOR pathway is a key underlying mechanism by which brusatol inhibits growth and promotes apoptosis. Further in vivo nude mouse models proved that brusatol significantly inhibited the growth of CNE-1 xenografts with no significant toxicity. CONCLUSIONS: These observations indicate that brusatol is a promising antitumor drug candidate or a supplement to current chemotherapeutic therapies to treat NPC.
