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Item Deconvolution Tactics and Normalization in Renal Spatial Transcriptomics(Frontiers Media, 2022-01-13) Ferreira, Ricardo Melo; Freije, Benjamin J.; Eadon, Michael T.; Medicine, School of MedicineThe kidney is composed of heterogeneous groups of epithelial, endothelial, immune, and stromal cells, all in close anatomic proximity. Spatial transcriptomic technologies allow the interrogation of in situ expression signatures in health and disease, overlaid upon a histologic image. However, some spatial gene expression platforms have not yet reached single-cell resolution. As such, deconvolution of spatial transcriptomic spots is important to understand the proportion of cell signature arising from these varied cell types in each spot. This article reviews the various deconvolution strategies discussed in the 2021 Indiana O’Brien Center for Microscopy workshop. The unique features of Seurat transfer score methodology, SPOTlight, Robust Cell Type Decomposition, and BayesSpace are reviewed. The application of normalization and batch effect correction across spatial transcriptomic samples is also discussed.Item Kidney in VHL disease: Early clear cell proliferation occurs in the distal tubular system(Spandidos Publications, 2022) Al-Gharaibeh, Nayef S.; Temm, Constance J.; Shively, Sharon B.; Vortmeyer, Alexander O.; Pathology and Laboratory Medicine, School of MedicineRenal clear cell carcinoma commonly occurs in patients with von Hippel-Lindau disease (VHL). Kidneys of VHL disease patients (VHL kidneys) contain an abundance of independent clear cell proliferation events that have been hypothesized to represent precursor structures of clear cell carcinoma. In the present study, it was tried to identify the site of origin of clear cell proliferation, and the immunophenotype of clear cells. Using 3D histological tracking, the topographic origin of microscopic clear cell proliferation was investigated by identification of informative structures of interest and immunohistochemical staining for cluster of differentiation 10 (CD10) and cytokeratin 7 (CK7) in consecutive serial sections. In addition, the CD10/CK7 immunophenotype of proliferating clear cells was evaluated. Clear cell proliferation uniformly occurred in the distal tubular system. Some clear cell proliferation, however, revealed proximal tubule immunophenotype. It was concluded that early proliferation of VHL-deficient clear cells occurs in the distal tubular system. Despite the association with the distal tubular system, the immunohistochemical profile of early clear cell proliferation may be inconsistent with its distal tubular origin.Item Mapping the Nephron Exercise Incorporates Multiple Learning Strategies(Association of American Medical Colleges, 2017-09-28) Hopper, Mari K.; Anderson, Maria A.; Lipp, Sarah N.; Cellular and Integrative Physiology, School of MedicineIntroduction: Understanding the location and action of nephron transporters and channels is important to the understanding of renal function. As each region of the nephron is unique in its inclusion of specific transporters and channels, mapping of the nephron is an effective first step in understanding overall nephron processing. We describe a small-group, active-learning exercise that facilitates students' ability to understand renal processing within each region of the nephron. Methods: Following an overview lecture on renal transporters and channels, small groups of students worked cooperatively to map the nephron. This 2-hour, collaborative exercise was developed to reinforce key concepts in renal processing of ions and nutrients and, at the same time, utilize effective learning strategies. Learning strategies incorporated in this exercise include small-group collaboration, peer teaching, retrieval practice using an audience response system, and elaboration through discussion. Results: Written examination was used to assess student understanding. Students demonstrated higher performance on a subset of questions related to this learning activity compared to the overall exam. Highly positive feedback was provided by a convenience sample of students completing an anonymous survey. Discussion: This nephron-mapping exercise was an effective means to promote synthesis and analysis of lecture content and engage students in methods that enhance learning.