An increased incidence of renal tubular adenomas and carcinomas was identified in the 2-year CD-1 mouse carcinogenicity study with empagliflozin (sodium-glucose transporter 2 inhibitor) in high dose (1,000 mg/kg/day) male mice. A 13-week mouse renal investigative pathogenesis study was conducted with empagliflozin to evaluate dose dependency and temporal onset of nonneoplastic degenerative/regenerative renal tubular and molecular (genes, pathways) changes which precede neoplasia. Male and female CD-1 mice were given daily oral doses of 0, 100, 300, or 1,000 mg/kg/day (corresponding carcinogenicity study dose levels) for 1, 2, 4, 8, or 13 weeks. The maximum expected pharmacology with secondary osmotic diuresis was observed by week 1 at ≥100 mg/kg/day in both genders. Histopathologic kidney changes were first detected after 4 weeks of dosing in the male 1,000 mg/kg/day dose group, with progressive increases in the incidence and/or number of findings in this dose group so that they were more readily detected during weeks 8 and 13. Changes detected starting on week 4 consisted of minimal single-cell necrosis and minimal increases in mitotic figures. These changes persisted at an increased incidence at weeks 8 and 13 and were accompanied by minimal to mild tubular epithelial karyomegaly, minimal proximal convoluted tubular epithelial cell hyperplasia, and a corresponding increase in Ki-67-positive nuclei in epithelial cells of the proximal convoluted tubules. There were no corresponding changes in serum chemistry or urinalysis parameters indicative of any physiologically meaningful effect on renal function and thus these findings were not considered to be adverse. Similar changes were not identified in lower-dose groups in males nor were they present in females of any dose group. RNA-sequencing analysis revealed male mouse-specific changes in kidney over 13 weeks of dosing at 1,000 mg/kg/day. Treatment-related changes included genes and pathways related to p53-regulated cell cycle and proliferation, transforming growth factor β, oxidative stress, and renal injury and the number of genes with significant expression change dramatically increased at week 13. These treatment-related changes in genes and pathways were predominant in high-dose males and complemented the observed temporal renal tubular changes. Overall, these mouse investigative study results support the role of early empagliflozin-related degenerative/regenerative changes only observed in high-dose male CD-1 mice as a key contributing feature to a nongenotoxic mode of renal tumor pathogenesis.
BackgroundThere has been a dramatic increase in T cell receptor (TCR) sequencing spurred, in part, by the widespread adoption of this technology across academic medical centers and by the rapid commercialization of TCR sequencing. While the raw TCR sequencing data has increased, there has been little in the way of approaches to parse the data in a biologically meaningful fashion. The ability to parse this new type of 'big data' quickly and efficiently to understand the T cell repertoire in a structurally relevant manner has the potential to open the way to new discoveries about how the immune system is able to respond to insults such as cancer and infectious diseases.
Chromogenic multiplex immunohistochemistry (IHC) assays enable investigation of the spatial relationships between tumor and immune cells, which is thought to be important for understanding and predicting therapeutic response. Development and analytical validation of multiplex IHC assays enables the use of such assays to simultaneously investigate multiple biomarkers as predictors of clinical response. In this study, we analytically validated a chromogenic duplex IHC assay that quantifies Ki67 and CD8 in formalin-fixed, paraffin-embedded non-small cell lung cancer tissues. Five performance criteria were selected and evaluated based on Clinical Laboratory Standards Institute guidelines: reportable range, analytical sensitivity, analytical specificity, accuracy, and precision. Similar to analytical validation studies for monoplex IHC assays, this study utilized a reference method and multiple days of staining. The percentage of cells positive for Ki67 nuclear staining and/or CD8 membrane staining were quantified using our computational Tissue Analysis (cTATM) platform. Performance of the Ki67/CD8 chromogenic duplex IHC assay was considered acceptable for the five criteria evaluated. Once the performance of the assay was established, additional exploratory cTA-based endpoints were examined, including the quantification of each biomarker in the tumor compartment and the tumor microenvironment, and analysis of the spatial arrangement of immune cells relative to tumor cells. In conclusion, Flagship’s cTA platform allows for more consistent quantification of individual analytes on dual-stained tissue sections, enabling investigation of complex biological questions that cannot be achieved with traditional tissue-based manual endpoints.
Citation Format: Staci J. Kearney, Joshua C. Black, Benjamin J. Landis, Sally Koegler, Brooke Hirsch, Roberto Gianani. Analytical validation of Ki67/CD8 duplex IHC assay using computational tissue analysis (cTATM) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 763. doi:10.1158/1538-7445.AM2017-763
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