Therapeutics, BioNTx, and Polaris. L.L. serves on advisory boards for Servier. S.C.W. and J.P.A. are inventors of a patent application submitted by The University of Texas MD Anderson Cancer Center related to a genetic mouse model of immune checkpoint blockade induced immune-related adverse events. S.C.W. is currently an employee of Spotlight Therapeutics. E.M.W has ownership interest in Pathogenesis, LLC. W.C.M. was supported by funding from the Niels Stensen Fellowship and the Netherlands Heart Institute. D.B.J serves on advisory boards for Array Biopharma, BMS, Merck, Novartis; research funding from BMS and Incyte. J.E.S serves on advisory boards for BMS. J.E.S, D.B.J and J.J.M are inventors of a patent application submitted by The Assistance Publique-Hopitaux de Paris related to abatacept for the treatment of immune-related adverse events associated with immune checkpoint inhibitors. Research.
Salt-sensing mechanisms in hypertension involving the kidney, vasculature, and central nervous system have been well studied; however, recent studies suggest that immune cells can sense sodium (Na
+
). Antigen-presenting cells (APCs) including dendritic cells critically modulate inflammation by activating T cells and producing cytokines. We recently found that Na
+
enters dendritic cells through amiloride-sensitive channels including the α and γ subunits of the epithelial sodium channel (ENaC) and mediates nicotinamide adenine dinucleotide phosphate oxidase-dependent formation of immunogenic IsoLG (isolevuglandin)-protein adducts leading to inflammation and hypertension. Here, we describe a novel pathway in which the salt-sensing kinase SGK1 (serum/glucocorticoid kinase 1) in APCs mediates salt-induced expression and assembly of ENaC-α and ENaC-γ and promotes salt-sensitive hypertension by activation of the nicotinamide adenine dinucleotide phosphate oxidase and formation of IsoLG-protein adducts. Mice lacking SGK1 in CD11c
+
cells were protected from renal inflammation, endothelial dysfunction, and developed blunted hypertension during the high salt feeding phase of the N-Nitro-L-arginine methyl ester hydrochloride/high salt model of salt-sensitive hypertension. CD11c
+
APCs treated with high salt exhibited increased expression of ENaC-γ which coimmunoprecipitated with ENaC-α. This was associated with increased activation and expression of various nicotinamide adenine dinucleotide phosphate oxidase subunits. Genetic deletion or pharmacological inhibition of SGK1 in CD11c
+
cells prevented the high salt-induced expression of ENaC and nicotinamide adenine dinucleotide phosphate oxidase. These studies indicate that expression of SGK1 in CD11c
+
APCs contributes to the pathogenesis of salt-sensitive hypertension.
Toxicologic pathology is transitioning from analog to digital methods. This transition seems inevitable due to a host of ongoing social and medical technological forces. Of these, artificial intelligence (AI) and in particular machine learning (ML) are globally disruptive, rapidly growing sectors of technology whose impact on the long-established field of histopathology is quickly being realized. The development of increasing numbers of algorithms, peering ever deeper into the histopathological space, has demonstrated to the scientific community that AI pathology platforms are now poised to truly impact the future of precision and personalized medicine. However, as with all great technological advances, there are implementation and adoption challenges. This review aims to define common and relevant AI and ML terminology, describe data generation and interpretation, outline current and potential future business cases, discuss validation and regulatory hurdles, and most importantly, propose how overcoming the challenges of this burgeoning technology may shape toxicologic pathology for years to come, enabling pathologists to contribute even more effectively to answering scientific questions and solving global health issues. [Box: see text]
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.