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Alenghat, F. J.

Publications and source records attributed to Alenghat, F. J..

2 recordsLinked to original sources

Skap2 Regulates Atherosclerosis through Macrophage Polarization and Efferocytosis

RationaleAtherosclerosis causes more deaths than any other pathophysiologic process. It has a well-established inflammatory, macrophage-mediated component, but important and potentially protective intracellular macrophage processes in atherosclerosis remain enigmatic. Src Kinase-Associated Phosphoprotein 2 (Skap2) is a macrophage-predominant adaptor protein critical for cytoskeletal reorganization, and thereby, for macrophage migration and chemotaxis. The role of macrophage Skap2 in atherosclerosis is unknown and deserves exploration. ObjectiveTo establish the critical role of Skap2 in macrophage-mediated atherosclerotic plaque homeostasis. ResultsIn human arterial gene expression analysis, Skap2 expression is enriched in macrophage-containing areas of human atheroma, and the transcript level varies with plaque characteristics. We have discovered that deletion of Skap2 accelerates atherosclerosis by threefold in ApoE-/- mice on standard diet. Skap2 expression is switched on only as monocytes differentiate into macrophages, so Skap2-/- monocytes have no defect in infiltrating the atheroma. On the other hand, once they fully differentiate, Skap2-deficient macrophages cannot polarize efficiently into alternatively-activated, regulatory cells, and instead they preferentially polarize toward the classical pro-inflammatory phenotype both ex vivo and within the developing atheroma. This defect extends to polarized effector functions, as ex vivo analysis of macrophage phagocytosis of dying foam cells indicates that Skap2 is required for the regulatory process of efferocytosis. ConclusionsTaken together, our findings support a model in which Skap2 drives a regulatory, efferocytic mode of behavior to quell atherosclerosis. CONDENSED ABSTRACT / SUMMARYSkap2--a macrophage protein found in the human atheroma--is atheroprotective. Skap2-null mice, whose foam cells do not migrate well due to a defect in integrin-induced cytoskeletal rearrangement, have accelerated atherosclerosis. Skap2 is not expressed in monocytes but becomes important once they reach the atheroma and become macrophage foam cells, at which point it drives toward a regulatory, anti-inflammatory polarization state required for efficient efferocytosis of dying foam cells. Thus, Skap2 drives a protective, regulatory mode of behavior, supporting the fact that macrophages are not solely deleterious in atherosclerosis, and further pointing to efferocytosis as a target for therapy. There are no relationships to disclose.

cell biology↗

Reverse Engineered Virtual Patient Populations as Surrogates for Real Patient-Level Data

ObjectivesTo demonstrate a new method for generating virtual, individual-level data by testing it on a known clinical trial population. DesignVirtualization of aggregate data from a clinical trial. SettingVirtual Participants936,100 virtual patients InterventionsNone Main Outcomes MeasuresOdds ratios for adverse outcomes in virtual patient populations compared to clinical trial participants. MethodsThe replicate engineered virtual patient populations (RE-ViPPs) method, based on aggregate cross-tabulated categorical population data, does not require access to individual-level data. Using sequential regression combined with randomization, it generates virtual individual patients to comprise populations that, on average, closely resemble the real population in question. The method is validated by applying it to aggregated data from the seminal SPRINT trial, which compared intensive versus standard blood pressure treatment goals on major adverse cardiovascular events. ResultsThe method yields virtual populations, each with 9361 patients, faithfully mimicking the real SPRINT participants. Multiple logistic regression on 100 such populations shows that factors with the highest odds ratios for the primary event are, in descending order, past clinical cardiovascular disease, age [≥] 75, chronic kidney disease, high non-HDL, and smoking history. Intensive blood pressure treatment, the trials intervention, had an odds ratio of 0.74 [0.63-0.87]. On all these measures, the 100 RE-ViPPs mirrored the real SPRINT participants, including the intensive therapy result (actual SPRINT odds ratio: 0.74 [0.62-0.88]). ConclusionsClinical data dissemination has limitations. The most coveted data is descriptive at the individual level but comes with significant cost, effort, and time. There is potential for privacy breaches, and the open-data movement has progressed slowly due to data-ownership concerns. RE-ViPPs closely matched the true SPRINT population. Applied to trials, registries, and databases, RE-ViPPs could reduce open-data burdens by encouraging dissemination of aggregate cross-tabulated real data that allow investigators to generate and measure virtual patients.

bioinformatics↗