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1.
Cell Reports Methods ; : 100503, 2023.
Article in English | ScienceDirect | ID: covidwho-2327755

ABSTRACT

SUMMARY We demonstrate that integrative analysis of CRISPR screening datasets enables network-based prioritization of prescription drugs modulating viral entry in SARS-CoV-2, by developing a network-based approach called Rapid proXimity Guidance for Repurposing Investigational Drugs (RxGRID). We use our results to guide a propensity-score-matched, retrospective cohort study of 64,349 COVID-19 patients, showing that a top candidate drug, spironolactone, is associated with improved clinical prognosis, measured by ICU admission and mechanical ventilation rates. Finally, we show that spironolactone exerts a dose-dependent inhibitory effect on viral entry in human lung epithelial cells. Our RxGRID method presents a computational framework, implemented as an open-source software package, enabling genomics researchers to identify drugs likely to modulate a molecular phenotype of interest based on high-throughput screening data. Our results, derived from this method and supported by experimental and clinical analysis, add additional supporting evidence for a potential protective role of the potassium-sparing diuretic spironolactone in severe COVID-19.

2.
Science ; 378(6615): eabn5648, 2022 10 07.
Article in English | MEDLINE | ID: covidwho-2019693

ABSTRACT

Lysosomes are key degradative compartments of the cell. Transport to lysosomes relies on GlcNAc-1-phosphotransferase-mediated tagging of soluble enzymes with mannose 6-phosphate (M6P). GlcNAc-1-phosphotransferase deficiency leads to the severe lysosomal storage disorder mucolipidosis II (MLII). Several viruses require lysosomal cathepsins to cleave structural proteins and thus depend on functional GlcNAc-1-phosphotransferase. We used genome-scale CRISPR screens to identify lysosomal enzyme trafficking factor (LYSET, also named TMEM251) as essential for infection by cathepsin-dependent viruses including severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). LYSET deficiency resulted in global loss of M6P tagging and mislocalization of GlcNAc-1-phosphotransferase from the Golgi complex to lysosomes. Lyset knockout mice exhibited MLII-like phenotypes, and human pathogenic LYSET alleles failed to restore lysosomal sorting defects. Thus, LYSET is required for correct functioning of the M6P trafficking machinery and mutations in LYSET can explain the phenotype of the associated disorder.


Subject(s)
COVID-19 , Lysosomes , Mucolipidoses , Proteins , Animals , COVID-19/genetics , Cathepsins/metabolism , Humans , Lysosomes/metabolism , Mannose/metabolism , Mice , Mice, Knockout , Mucolipidoses/genetics , Mucolipidoses/metabolism , Proteins/genetics , Transferases (Other Substituted Phosphate Groups)
3.
Nat Genet ; 54(8): 1078-1089, 2022 08.
Article in English | MEDLINE | ID: covidwho-1960394

ABSTRACT

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causes a range of symptoms in infected individuals, from mild respiratory illness to acute respiratory distress syndrome. A systematic understanding of host factors influencing viral infection is critical to elucidate SARS-CoV-2-host interactions and the progression of Coronavirus disease 2019 (COVID-19). Here, we conducted genome-wide CRISPR knockout and activation screens in human lung epithelial cells with endogenous expression of the SARS-CoV-2 entry factors ACE2 and TMPRSS2. We uncovered proviral and antiviral factors across highly interconnected host pathways, including clathrin transport, inflammatory signaling, cell-cycle regulation, and transcriptional and epigenetic regulation. We further identified mucins, a family of high molecular weight glycoproteins, as a prominent viral restriction network that inhibits SARS-CoV-2 infection in vitro and in murine models. These mucins also inhibit infection of diverse respiratory viruses. This functional landscape of SARS-CoV-2 host factors provides a physiologically relevant starting point for new host-directed therapeutics and highlights airway mucins as a host defense mechanism.


Subject(s)
COVID-19 , Animals , COVID-19/genetics , Clustered Regularly Interspaced Short Palindromic Repeats , Epigenesis, Genetic , Humans , Mice , Mucins/genetics , SARS-CoV-2
4.
Cell ; 184(1): 106-119.e14, 2021 01 07.
Article in English | MEDLINE | ID: covidwho-1064913

ABSTRACT

The Coronaviridae are a family of viruses that cause disease in humans ranging from mild respiratory infection to potentially lethal acute respiratory distress syndrome. Finding host factors common to multiple coronaviruses could facilitate the development of therapies to combat current and future coronavirus pandemics. Here, we conducted genome-wide CRISPR screens in cells infected by SARS-CoV-2 as well as two seasonally circulating common cold coronaviruses, OC43 and 229E. This approach correctly identified the distinct viral entry factors ACE2 (for SARS-CoV-2), aminopeptidase N (for 229E), and glycosaminoglycans (for OC43). Additionally, we identified phosphatidylinositol phosphate biosynthesis and cholesterol homeostasis as critical host pathways supporting infection by all three coronaviruses. By contrast, the lysosomal protein TMEM106B appeared unique to SARS-CoV-2 infection. Pharmacological inhibition of phosphatidylinositol kinases and cholesterol homeostasis reduced replication of all three coronaviruses. These findings offer important insights for the understanding of the coronavirus life cycle and the development of host-directed therapies.


Subject(s)
COVID-19/genetics , Coronavirus Infections/genetics , Coronavirus/physiology , Genome-Wide Association Study , Host-Pathogen Interactions , SARS-CoV-2/physiology , A549 Cells , Animals , Biosynthetic Pathways/drug effects , COVID-19/virology , Cell Line , Chlorocebus aethiops , Cholesterol/biosynthesis , Cholesterol/metabolism , Cluster Analysis , Clustered Regularly Interspaced Short Palindromic Repeats , Common Cold/genetics , Common Cold/virology , Coronavirus/classification , Coronavirus Infections/virology , Gene Knockout Techniques , Host-Pathogen Interactions/drug effects , Humans , Mice , Phosphatidylinositols/biosynthesis , Vero Cells , Virus Internalization/drug effects , Virus Replication
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