Department of Pharmacology, Case Western Reserve University, Cleveland, OH 44106, United States of America.
Department of Physiology and Biophysics, Case Western Reserve University, Cleveland, OH 44106, United States of America.
Int J Biol Macromol. 2023 Jul 31;244:125328. doi: 10.1016/j.ijbiomac.2023.125328. Epub 2023 Jun 10.
Diabetes is a major public health problem due to morbidity and mortality associated with end organ complications. Uptake of fatty acids by Fatty Acid Transport Protein-2 (FATP2) contributes to hyperglycemia, diabetic kidney and liver disease pathogenesis. Because FATP2 structure is unknown, a homology model was constructed, validated by AlphaFold2 prediction and site-directed mutagenesis, and then used to conduct a virtual drug discovery screen. In silico similarity searches to two low-micromolar IC FATP2 inhibitors, followed by docking and pharmacokinetics predictions, narrowed a diverse 800,000 compound library to 23 hits. These candidates were further evaluated for inhibition of FATP2-dependent fatty acid uptake and apoptosis in cells. Two compounds demonstrated nanomolar IC, and were further characterized by molecular dynamic simulations. The results highlight the feasibility of combining a homology model with in silico and in vitro screening, to economically identify high affinity inhibitors of FATP2, as potential treatment for diabetes and its complications.
糖尿病是一个主要的公共卫生问题,因为与终末器官并发症相关的发病率和死亡率。脂肪酸通过脂肪酸转运蛋白-2(FATP2)摄取导致高血糖、糖尿病肾病和肝病发病机制。由于 FATP2 结构未知,构建了同源模型,通过 AlphaFold2 预测和定点突变进行验证,然后用于进行虚拟药物发现筛选。对两种低微摩尔 IC 的 FATP2 抑制剂进行计算机相似性搜索,然后进行对接和药代动力学预测,将一个多样化的 800,000 化合物库缩小到 23 个命中。进一步评估这些候选化合物对 FATP2 依赖性脂肪酸摄取和细胞凋亡的抑制作用。两种化合物表现出纳摩尔 IC,并通过分子动力学模拟进一步表征。结果突出了将同源模型与计算机和体外筛选相结合,经济地鉴定 FATP2 的高亲和力抑制剂的可行性,作为治疗糖尿病及其并发症的潜在方法。