Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, New York 12180, United States.
Department of Chemistry and Chemical Biology, Rensselaer Polytechnic Institute, Troy, New York 12180, United States.
J Nat Prod. 2023 May 26;86(5):1159-1170. doi: 10.1021/acs.jnatprod.2c00804. Epub 2023 Apr 27.
Sophorolipids are biosurfactants derived from the nonpathogenic yeasts such as with potential efficacy in anticancer applications. Simple and cost-effective synthesis of these drugs makes them a promising alternative to traditional chemotherapeutics, pending their success in preliminary drug-screening. Drug-screening typically utilizes 2D cell monolayers due to their simplicity and ease of high-throughput assessment. However, 2D assays fail to capture the complexity and 3D context of the tumor microenvironment and have consequently been implicated in the high percentage of drugs investigated that later fail in clinical trials. Herein, we screened two sophorolipid candidates and a clinically-used chemotherapeutic, doxorubicin, on breast cancer models ranging from 2D monolayers to 3D spheroids, employing optical coherence tomography to confirm these morphologies. We calculated corresponding IC values for these drugs and found one of the sophorolipids to have comparable toxicities to the chemotherapeutic control. Our findings show increased drug resistance associated with model dimensionality, such that all drugs tested showed that 3D spheroids exhibited higher IC values than their 2D counterparts. These findings demonstrate promising preliminary data to support the use of sophorolipids as a more affordable alternative to traditional clinical interventions and demonstrate the importance of 3D tumor models in assessing drug response.
槐烷型生物表面活性剂是由非病原性酵母(如 )产生的生物表面活性剂,具有在抗癌应用中的潜在功效。这些药物的简单且具有成本效益的合成方法使它们成为传统化学疗法的有前途的替代品,前提是它们在初步药物筛选中取得成功。药物筛选通常由于其简单性和高通量评估的容易性而利用 2D 细胞单层。然而,2D 测定无法捕捉肿瘤微环境的复杂性和 3D 背景,因此与在临床试验中失败的高比例调查药物有关。在此,我们在从 2D 单层到 3D 球体的乳腺癌模型上筛选了两种槐烷型生物表面活性剂候选物和一种临床使用的化疗药物阿霉素,使用光学相干断层扫描来确认这些形态。我们计算了这些药物的相应 IC 值,并发现一种槐烷型生物表面活性剂的毒性与化疗对照相当。我们的研究结果表明,与模型维度相关的药物耐药性增加,以至于所有测试的药物都表明 3D 球体的 IC 值均高于其 2D 对应物。这些发现证明了使用槐烷型生物表面活性剂作为传统临床干预更具成本效益的替代方法的有希望的初步数据,并证明了 3D 肿瘤模型在评估药物反应中的重要性。