Shu Mao, Zai Xiaoli, Zhang Beina, Wang Rui, Lin Zhihua
School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China.
School of Chemistry and Chemical Engineering, Chongqing University, Chongqing 400044, China.
PLoS One. 2016 Jan 19;11(1):e0147048. doi: 10.1371/journal.pone.0147048. eCollection 2016.
Tyrosine kinase inhibitors (TKIs) provide more effective targeted treatments for cancer, but are subject to a variety of adverse effects, such as hypothyroidism. TKI-induced hypothyroidism is a highly complicated issue, because of not only the unrealized toxicological mechanisms, but also different incidences of individual TKI drugs. While sunitinib is suspected for causing thyroid dysfunction more often than other TKIs, sorafenib is believed to be less risky. Here we integrated clinical data and in silico drug-protein interactions to examine the pharmacological distinction between sunitinib and sorafenib. Statistical analysis on the FDA Adverse Event Reporting System (FAERS) confirmed that sunitinib is more concurrent with hypothyroidism than sorafenib, which was observed in both female and male patients. Then, we used docking method and identified 3 proteins specifically binding to sunitinib but not sorafenib, i.e., retinoid X receptor alpha, retinoic acid receptors beta and gamma. As potential off-targets of sunitinib, these proteins are well known to assemble with thyroid hormone receptors, which can explain the profound impact of sunitinib on thyroid function. Taken together, we established a strategy of integrated analysis on clinical records and drug off-targets, which can be applied to explore the molecular basis of various adverse drug reactions.
酪氨酸激酶抑制剂(TKIs)为癌症提供了更有效的靶向治疗,但会产生多种不良反应,如甲状腺功能减退。TKI 诱导的甲状腺功能减退是一个非常复杂的问题,这不仅是因为毒理学机制尚未明确,还因为不同的 TKI 药物有不同的发生率。虽然与其他 TKIs 相比,舒尼替尼被怀疑更常导致甲状腺功能障碍,但索拉非尼被认为风险较小。在此,我们整合了临床数据和计算机模拟的药物 - 蛋白质相互作用,以研究舒尼替尼和索拉非尼之间的药理学差异。对美国食品药品监督管理局不良事件报告系统(FAERS)的统计分析证实,舒尼替尼比索拉非尼更常并发甲状腺功能减退,这在女性和男性患者中均有观察到。然后,我们使用对接方法,鉴定出 3 种与舒尼替尼特异性结合但不与索拉非尼结合的蛋白质,即视黄酸 X 受体α、维甲酸受体β和γ。作为舒尼替尼的潜在脱靶蛋白,这些蛋白质与甲状腺激素受体组装,这可以解释舒尼替尼对甲状腺功能的深远影响。综上所述,我们建立了一种对临床记录和药物脱靶进行综合分析的策略,该策略可用于探索各种药物不良反应的分子基础。