Methotrexate Inhibits the Binding of the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Receptor Binding Domain to the Host-Cell Angiotensin-Converting Enzyme-2 (ACE-2) Receptor
Abstract
As the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus mutates, finding effective drugs becomes more challenging. In this study, we use ultrasensitive frequency locked microtoroid optical resonators in combination with in silico screening to search for COVID-19 drugs that can stop the virus from attaching to the human angiotensin-converting enzyme 2 (hACE2) receptor in the lungs. We found 29 promising candidates that could block the binding site and selected four of them that were likely to bind very strongly. We tested three of these candidates using frequency locked optical whispering evanescent resonator (FLOWER), a label-free sensing method based on microtoroid resonators. FLOWER has previously been used for sensing single macromolecules. Here we show, for the first time, that FLOWER can provide accurate binding affinities and sense the inhibition effect of small molecule drug candidates without labels, which can be prohibitive in drug discovery. One of the candidates, methotrexate, showed binding to the spike protein 1.8 million times greater than that to the receptor binding domain (RBD) binding to hACE2, making it difficult for the virus to enter cells. We tested methotrexate against different variants of the SARS-CoV-2 virus and found that it is effective against all four of the tested variants. People taking methotrexate for other conditions have also shown protection against the original SARS-CoV-2 virus. Normally, it is assumed that methotrexate inhibits the replication and release of the virus. However, our findings suggest that it may also block the virus from entering cells. These studies additionally demonstrate the possibility of extracting candidate ligands from large databases, followed by direct receptor–ligand binding experiments on the best candidates using microtoroid resonators, thus creating a workflow that enables the rapid discovery of new drug candidates for a variety of applications.
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Acknowledgement
The computational studies at Caltech were supported by a grant from the NIH (R01HL155532). J.S. thanks NIH (R35GM137988). Some computational resources for this research were provided by the Anton2 computer at the Pittsburgh National Supercomputing Center (MCB180091P). P.-D.N. thanks Y. Feinstein (University of Arizona) for her assistance in mass spectrometry.
Contributions
S.-K.K. and W.A.G. conceived the study. S.-K.K. performed the docking and virtual screening. S.S. performed the experiments. A.G. assisted with the optical sensing experiments. P.-D.N. performed early experiments and removed the gadolinium ions from gadoversetamide. Y.T. assisted with surface functionalization of the sensor in early experiments. J.S. supervised the experiments. S.S., J.S., and W.A.G. analyzed and interpreted the experiments. S.-K.K. and S.S. wrote the manuscript with inputs from others. Every author has read, edited, and approved the final manuscript. S.-K.K. and S.S. contributed equally to this submission.
Conflict of Interest
The authors declare the following competing financial interest(s): J.S. owns a financial stake in Femtorays Technologies which develops label-free molecular sensors.
Copyright and License
Acknowledgement
The computational studies at Caltech were supported by a grant from the NIH (R01HL155532). J.S. thanks NIH (R35GM137988). Some computational resources for this research were provided by the Anton2 computer at the Pittsburgh National Supercomputing Center (MCB180091P). P.-D.N. thanks Y. Feinstein (University of Arizona) for her assistance in mass spectrometry.
Contributions
S.-K.K. and W.A.G. conceived the study. S.-K.K. performed the docking and virtual screening. S.S. performed the experiments. A.G. assisted with the optical sensing experiments. P.-D.N. performed early experiments and removed the gadolinium ions from gadoversetamide. Y.T. assisted with surface functionalization of the sensor in early experiments. J.S. supervised the experiments. S.S., J.S., and W.A.G. analyzed and interpreted the experiments. S.-K.K. and S.S. wrote the manuscript with inputs from others. Every author has read, edited, and approved the final manuscript. S.-K.K. and S.S. contributed equally to this submission.
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Additional details
- ISSN
- 2575-9108
- PMCID
- PMC10863433
- National Institutes of Health
- R01HL155532
- National Institutes of Health
- R35GM137988
- National Science Foundation
- MCB180091P
- Caltech groups
- COVID-19