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Contains fulltext : 286832.pdf (Publisher’s version ) (Open Access) BACKGROUND: Direct evaluation of vascular inflammation in patients with COVID-19 would facilitate more efficient trials of new treatments and identify patients at risk of long-term complications who might respond to treatment. We aimed to develop a novel artificial intelligence (AI)-assisted image analysis platform that quantifies cytokine-driven vascular inflammation from routine CT angiograms, and sought to validate its prognostic value in COVID-19. METHODS: For this prospective outcomes validation study, we developed a radiotranscriptomic platform that uses RNA sequencing data from human internal mammary artery biopsies to develop novel radiomic signatures of vascular inflammation from CT angiography images. We then used this platform to train a radiotranscriptomic signature (C19-RS), derived from the perivascular space around the aorta and the internal mammary artery, to best describe cytokine-driven vascular inflammation. The prognostic value of C19-RS was validated externally in 435 patients (331 from study arm 3 and 104 from study arm 4) admitted to hospital with or without COVID-19, undergoing clinically indicated pulmonary CT angiography, in three UK National Health Service (NHS) trusts (Oxford, Leicester, and Bath). We evaluated the diagnostic and prognostic value of C19-RS for death in hospital due to COVID-19, did sensitivity analyses based on dexamethasone treatment, and investigated the correlation of C19-RS with systemic transcriptomic changes. FINDINGS: Patients with COVID-19 had higher C19-RS than those without (adjusted odds ratio [OR] 2·97 [95% CI 1·43-6·27], p=0·0038), and those infected with the B.1.1.7 (alpha) SARS-CoV-2 variant had higher C19-RS values than those infected with the wild-type SARS-CoV-2 variant (adjusted OR 1·89 [95% CI 1·17-3·20] per SD, p=0·012). C19-RS had prognostic value for in-hospital mortality in COVID-19 in two testing cohorts (high [≥6·99] vs low [

Rationale: Costimulatory molecules, including the CD40–CD154 and CD80/86–CD28 dyads, play a prominent role in regulating inflammation in the adaptive immune response. Studies from our group and others suggest a potentially important role for these costimulatory cascades in innate immunity as well. Objectives: To determine the role of CD80/86 alone and in combination with CD40 in lethal polymicrobial sepsis in mice and humans. Methods: The murine cecal ligation and puncture (CLP) model was used to determine the role of CD80/86 alone and in combination with CD40 using wild-type mice, CD80/86−/− mice, and novel CD40/80/86−/− mice. Expression of cell-bound and soluble costimulatory molecules was assessed in humans via ELISA and flow cytometry. Measurements and Main Results: Lethal CLP was associated with up-regulation of CD40 and CD80/86 and their respective ligands CD28 and CD154 on innate effector cells. Blockade or deletion of CD80/86 attenuated mortality and inflammatory cytokine production during CLP. CD40/80/86−/− mice exhibited further reductions in mortality, lung injury, and inflammatory cytokine production compared with CD80/86−/− mice. Finally, humans with sepsis had increased monocyte expression of CD40 and CD80 compared with healthy control subjects; with higher levels in subjects requiring vasopressor support. Levels of soluble CD28 and CD154 were significantly higher in patients who died compared with those who lived. Conclusions: These data demonstrate a central role for CD40 and CD80/86 in the innate immune response and suggest that combined inhibition of CD40 and CD80/86 may improve mortality in sepsis. Expression of costimulatory molecules may serve as biomarkers for outcome in septic patients.

Objective: To investigate whether changes in the cerebral cortex exhibit similar distribution patterns in both disorders of Down's syndrome and Alzheimer's disease, we performed a comparative neuropathologic study of patients with these disorders to further clarify the possible relationships between these dementing conditions. Design: The regional and laminar distribution and density of neurofibrillary tangles and senile plaques were analyzed in the cerebral cortex of a series of 16 patients (aged 6 to 74 years) with Down's syndrome and in 10 elderly individuals with Alzheimer's disease. Results: Quantitative analyses revealed that the time course of neurofibrillary tangle formation in Down's syndrome displays regional patterns comparable with those observed in aging and Alzheimer's disease with layer II of the entorhinal cortex being affected first in Down's syndrome, followed by the hippocampus proper and neocortex. The oldest patients with Down's syndrome had neurofibrillary tangle densities sometimes higher than in patients with Alzheimer's disease. At variance with Alzheimer's disease, amyloid deposition was widespread in all of the cortical areas investigated and was observed much earlier than neurofibrillary tangle formation. Patients with Down's syndrome also frequently had higher senile plaque densities than patients with Alzheimer's dis Conclusions: These results indicate that the development of pathologic changes in patients with Down's syndrome does not parallel that observed in elderly individuals and patients with Alzheimer's disease in all respects. However, the comparable development patterns of neurofibrillary tangle formation suggest that detailed analysis of patients with Down's syndrome may be useful to further our knowledge of the mechanisms underlying the installation of the neuropathologic alterations leading to the demonstrated loss of select neuronal populations in Alzheimer's disease.