Department of Environmental Health Sciences, University of Michigan, Ann Arbor, MI, USA.
Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA; Department of Medicinal Chemistry, University of Michigan School of Pharmacy, Ann Arbor, MI, USA.
Toxicol In Vitro. 2024 Dec;101:105935. doi: 10.1016/j.tiv.2024.105935. Epub 2024 Sep 6.
The general population is exposed to many chemicals which have putative, but incompletely understood, links to breast cancer. Cell Painting is a high-content imaging-based in vitro assay that allows for unbiased measurements of concentration-dependent effects of chemical exposures on cellular morphology. We used Cell Painting to measure effects of 16 human exposure relevant chemicals, along with 21 small molecules with known mechanisms of action, in non-tumorigenic mammary epithelial cells, the MCF10A cell line. Using CellProfiler image analysis software, we quantified 3042 morphological features across approximately 1.2 million cells. We used benchmark concentration modeling to identify features both conserved and different across chemicals. Benchmark concentrations were compared to exposure biomarker concentration measurements from the National Health and Nutrition Examination Survey to assess which chemicals induce morphological alterations at human-relevant concentrations. We found significant feature overlaps between chemicals, including similarities between the organochlorine pesticide DDT metabolite p,p'-DDE and an activator of Wnt signaling CHIR99201. We validated these findings by assaying the activation of Wnt, as reflected by translocation of ꞵ-catenin, following p'-p' DDE exposure. Consistent with Wnt signaling activation, low concentration p',p'-DDE (25 nM) significantly enhanced the nuclear translocation of ꞵ-catenin. Overall, these findings highlight the ability of Cell Painting to enhance mode-of-action studies for toxicants which are common in our environment but incompletely characterized with respect to breast cancer risk.
一般人群会接触到许多化学物质,这些化学物质与乳腺癌有潜在的联系,但作用机制尚未完全阐明。细胞画像是一种基于高内涵成像的体外检测方法,可以在体外对化学暴露对细胞形态的浓度依赖性影响进行无偏测量。我们使用细胞画检测了 16 种与人类暴露相关的化学物质以及 21 种具有已知作用机制的小分子,这些物质对非致瘤性乳腺上皮细胞 MCF10A 系的影响。使用 CellProfiler 图像分析软件,我们对大约 120 万个细胞的 3042 种形态特征进行了定量分析。我们使用基准浓度建模来识别化学物质之间既保守又不同的特征。基准浓度与国家健康与营养检查调查中的暴露生物标志物浓度测量值进行了比较,以评估哪些化学物质会在人类相关浓度下引起形态改变。我们发现化学物质之间存在显著的特征重叠,包括有机氯农药滴滴涕代谢物 p,p'-DDE 与 Wnt 信号激活剂 CHIR99201 之间的相似性。我们通过测定 p',p'-DDE 暴露后 β-连环蛋白的转位,检测 Wnt 信号的激活,验证了这些发现。与 Wnt 信号激活一致,低浓度的 p',p'-DDE(25 nM)显著增强了 β-连环蛋白的核转位。总之,这些发现强调了细胞画在增强对环境中常见但对乳腺癌风险特征不完全了解的有毒物质的作用机制研究方面的能力。