Department of Defense Biotechnology High Performance Computing Software Applications Institute, Telemedicine and Advanced Technology Research Center, U.S. Army Medical Research and Development Command, Fort Detrick, Frederick, MD 21702, USA.
The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD 20817, USA.
Int J Mol Sci. 2023 Apr 18;24(8):7434. doi: 10.3390/ijms24087434.
Acute kidney injury, which is associated with high levels of morbidity and mortality, affects a significant number of individuals, and can be triggered by multiple factors, such as medications, exposure to toxic chemicals or other substances, disease, and trauma. Because the kidney is a critical organ, understanding and identifying early cellular or gene-level changes can provide a foundation for designing medical interventions. In our earlier work, we identified gene modules anchored to histopathology phenotypes associated with toxicant-induced liver and kidney injuries. Here, using in vivo and in vitro experiments, we assessed and validated these kidney injury-associated modules by analyzing gene expression data from the kidneys of male Hartley guinea pigs exposed to mercuric chloride. Using plasma creatinine levels and cell-viability assays as measures of the extent of renal dysfunction under in vivo and in vitro conditions, we performed an initial range-finding study to identify the appropriate doses and exposure times associated with mild and severe kidney injuries. We then monitored changes in kidney gene expression at the selected doses and time points post-toxicant exposure to characterize the mechanisms of kidney injury. Our injury module-based analysis revealed a dose-dependent activation of several phenotypic cellular processes associated with dilatation, necrosis, and fibrogenesis that were common across the experimental platforms and indicative of processes that initiate kidney damage. Furthermore, a comparison of activated injury modules between guinea pigs and rats indicated a strong correlation between the modules, highlighting their potential for cross-species translational studies.
急性肾损伤与高发病率和死亡率相关,影响大量人群,并且可能由多种因素引发,如药物、接触有毒化学物质或其他物质、疾病和创伤。由于肾脏是一个关键器官,因此了解和识别早期细胞或基因水平的变化可为设计医学干预措施提供基础。在我们之前的工作中,我们确定了与毒物诱导的肝和肾损伤相关的组织病理学表型相关的基因模块。在这里,我们使用体内和体外实验,通过分析暴露于氯化汞的雄性 Hartley 豚鼠肾脏的基因表达数据,评估和验证了这些与肾损伤相关的模块。使用血浆肌酐水平和细胞活力测定作为体内和体外条件下肾功能不全程度的衡量标准,我们进行了初步的范围研究,以确定与轻度和重度肾损伤相关的适当剂量和暴露时间。然后,我们在选定的剂量和毒物暴露后的时间点监测肾脏基因表达的变化,以表征肾损伤的机制。我们基于损伤模块的分析揭示了与扩张、坏死和纤维化相关的几种表型细胞过程的剂量依赖性激活,这些过程在实验平台上是常见的,表明了启动肾脏损伤的过程。此外,对豚鼠和大鼠之间激活的损伤模块进行比较表明,模块之间具有很强的相关性,突出了它们在跨物种转化研究中的潜力。