J Chem Inf Model. 2019 Sep 23;59(9):3996-4006. doi: 10.1021/acs.jcim.9b00577. Epub 2019 Sep 4.
Small molecules targeting peripheral CB1 receptors have therapeutic potential in a variety of disorders including obesity-related, hormonal, and metabolic abnormalities, while avoiding the psychoactive effects in the central nervous system. We applied our in-house algorithm, iterative stochastic elimination, to produce a ligand-based model that distinguishes between CB1R antagonists and random molecules by physicochemical properties only. We screened ∼2 million commercially available molecules and found that about 500 of them are potential candidates to antagonize the CB1R. We applied a few criteria for peripheral activity and narrowed that set down to 30 molecules, out of which 15 could be purchased. Ten out of those 15 showed good affinity to the CB1R and two of them with nanomolar affinities ( of ∼400 nM). The eight molecules with top affinities were tested for activity: two compounds were pure antagonists, and five others were inverse agonists. These molecules are now being examined in vivo for their peripheral versus central distribution and subsequently will be tested for their effects on obesity in small animals.
小分子靶向外周 CB1 受体在多种疾病中有治疗潜力,包括肥胖相关、激素和代谢异常,同时避免了中枢神经系统的精神活性作用。我们应用内部算法,迭代随机消除,产生了一种基于配体的模型,仅通过理化性质区分 CB1R 拮抗剂和随机分子。我们筛选了大约 200 万个市售分子,发现其中约有 500 个可能是拮抗 CB1R 的候选分子。我们应用了一些外周活性标准,将该组缩小到 30 个分子,其中 15 个可以购买。这 15 个中有 10 个对 CB1R 有很好的亲和力,其中两个具有纳摩尔亲和力(约 400 nM)。对具有最高亲和力的 8 个分子进行了活性测试:两种化合物是纯拮抗剂,另外五种是反向激动剂。这些分子目前正在体内进行外周与中枢分布的检测,随后将在小动物身上测试它们对肥胖的影响。