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DOI 10.1159/000058040

Медицинская библиотека · Pharmacology · 2002

Dietary copper deficiency reduces the elevation of blood pressure caused by nitric oxide synthase inhibition in rats.

Venkatakrishnan A J, Puranik Arjun, Anand Akash, Zemmour David, Yao Xiang, Wu Xiaoying, Chilaka Ramakrishna, Murakowski Dariusz K, Standish Kristopher, Raghunathan Bharathwaj, Wagner Tyler, Garcia-Rivera Enrique, Solomon Hugo, Garg Abhinav, Barve Rakesh, Anyanwu-Ofili Anuli, Khan Najat, Soundararajan Venky

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Аннотация

The COVID-19 pandemic demands assimilation of all biomedical knowledge to decode mechanisms of pathogenesis. Despite the recent renaissance in neural networks, a platform for the real-time synthesis of the exponentially growing biomedical literature and deep omics insights is unavailable. Here, we present the nferX platform for dynamic inference from over 45 quadrillion possible conceptual associations from unstructured text, and triangulation with insights from single-cell RNA-sequencing, bulk RNA-seq and proteomics from diverse tissue types. A hypothesis-free profiling of ACE2 suggests tongue keratinocytes, olfactory epithelial cells, airway club cells and respiratory ciliated cells as potential reservoirs of the SARS-CoV-2 receptor. We find the gut as the putative hotspot of COVID-19, where a maturation correlated transcriptional signature is shared in small intestine enterocytes among coronavirus receptors (ACE2, DPP4, ANPEP). A holistic data science platform triangulating insights from structured and unstructured data holds potential for accelerating the generation of impactful biological insights and hypotheses.

Для цитирования: Venkatakrishnan A J, Puranik Arjun, Anand Akash, Zemmour David, Yao Xiang, Wu Xiaoying, Chilaka Ramakrishna, Murakowski Dariusz K, Standish Kristopher, Raghunathan Bharathwaj, Wagner Tyler, Garcia-Rivera Enrique, Solomon Hugo, Garg Abhinav, Barve Rakesh, Anyanwu-Ofili Anuli, Khan Najat, Soundararajan Venky. Dietary copper deficiency reduces the elevation of blood pressure caused by nitric oxide synthase inhibition in rats.. Pharmacology. 2002. DOI: 10.1159/000058040.

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