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1.
OMICS ; 26(11): 608-621, 2022 11.
Article in English | MEDLINE | ID: covidwho-2087719

ABSTRACT

COVID-19 is a systemic disease affecting tissues and organs, including and beyond the lung. Apart from the current pandemic context, we also have vastly inadequate knowledge of consequences of repeated exposures to SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2), the virus causing COVID-19, in multiple organ systems and the whole organism scales when the disease evolves from a pandemic to an endemic state. This calls for a systems biology and systems medicine approach and unpacking the effects of COVID-19 in lung as well as other tissues. We report here original findings from transcriptomics analyses and differentially expressed genes (DEGs) in lung samples from 60 patients and 27 healthy controls, and in whole blood samples from 255 patients and 103 healthy individuals. A total of 11 datasets with RNA-seq transcriptomic data were obtained from the Gene Expression Omnibus and the European Nucleotide Archive. The identified DEGs were used to construct protein interaction and functional networks and to identify related pathways and miRNAs. We found 35 DEGs common between lung and the whole blood, and importantly, 2 novel genes, namely CYP1B1 and TNFAIP6, which have not been previously implicated with COVID-19. We also identified four novel miRNA potential regulators, hsa-mir-192-5p, hsa-mir-221-3p, hsa-mir-4756-3p, and hsa-mir-10a-5p, implicated in lung or other diseases induced by coronaviruses. In summary, these findings offer new molecular leads and insights to unpack COVID-19 systems biology in a whole organism context and might inform future antiviral drug, diagnostics, and vaccine discovery efforts.


Subject(s)
COVID-19 , MicroRNAs , Humans , Transcriptome/genetics , COVID-19/genetics , SARS-CoV-2/genetics , Systems Biology , MicroRNAs/metabolism , Lung/metabolism , Computational Biology
2.
Pharmacogenomics ; 21(18): 1311-1329, 2020 12.
Article in English | MEDLINE | ID: covidwho-948025

ABSTRACT

There is considerable variation in disease course among individuals infected with SARS-CoV-2. Many of them do not exhibit any symptoms, while some others proceed to develop COVID-19; however, severity of COVID-19 symptoms greatly differs among individuals. Focusing on the early events related to SARS-CoV-2 entry to cells through the ACE2 pathway, we describe how variability in (epi)genetic factors can conceivably explain variability in disease course. We specifically focus on variations in ACE2, TMPRSS2 and FURIN genes, as central components for SARS-CoV-2 infection, and on other molecules that modulate their expression such as CALM, ADAM-17, AR and ESRs. We propose a genetic classifier for predicting SARS-CoV-2 infectivity potential as a preliminary tool for identifying the at-risk-population. This tool can serve as a dynamic scaffold being updated and adapted to validated (epi)genetic data. Overall, the proposed approach holds potential for better personalization of COVID-19 handling.


Subject(s)
Angiotensin-Converting Enzyme 2/genetics , COVID-19/genetics , Furin/genetics , Serine Endopeptidases/genetics , ADAM17 Protein/genetics , COVID-19/epidemiology , COVID-19/virology , Epigenesis, Genetic/genetics , Humans , Monomeric Clathrin Assembly Proteins/genetics , Prognosis , Receptors, Androgen/genetics , Risk Factors , SARS-CoV-2/genetics , SARS-CoV-2/pathogenicity
3.
Eur J Clin Pharmacol ; 76(12): 1623-1630, 2020 Dec.
Article in English | MEDLINE | ID: covidwho-660433

ABSTRACT

AIM: The COVID-19 pandemic caused by infection with the novel coronavirus SARS-CoV-2 is urging the scientific community worldwide to intense efforts for identifying and developing effective drugs and pharmacologic strategies to treat the disease. Many of the drugs that are currently in (pre)clinical development are addressing late symptoms of the disease. This review focuses on potential pharmacologic intervention at an early stage of infection which could result in less-infected individuals and less cases with severe COVID-19 disease due to reduced virus entry into the cells. METHOD: We scanned the literature for evidence on drugs that target the virus entry machinery into host cells and consist mainly of ACE2 and TMPRSS2, as well as other cellular molecules regulating ACE2 expression, such as ADAM-17 and calmodulin. RESULTS: Several drugs/drug classes have been identified. Most of them are already used clinically for other indications. They include recombinant soluble ACE2, indirect ACE2 modulators (angiotensin receptor blockers, calmodulin antagonists, selective oestrogen receptor modifiers), TMPRSS2 inhibitors (camostat mesylate, nafamostat mesylate, antiandrogens, inhaled corticosteroids) and ADAM-17 enhancers (5-fluorouracil). CONCLUSION: Several agents have potential for prophylactic and therapeutic intervention at the early stages of SARS-CoV-2 infection and COVID-19 disease and they should be urgently investigated further in appropriate preclinical models and clinical studies.


Subject(s)
Coronavirus Infections/drug therapy , Peptidyl-Dipeptidase A/metabolism , Pneumonia, Viral/drug therapy , Serine Endopeptidases/metabolism , ADAM17 Protein/metabolism , Angiotensin-Converting Enzyme 2 , Betacoronavirus , COVID-19 , Coronavirus Infections/prevention & control , Humans , Pandemics/prevention & control , Pneumonia, Viral/prevention & control , SARS-CoV-2 , COVID-19 Drug Treatment
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