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Title: Case Study of High-Throughput Drug Screening and Remote Data Collection for SARS-CoV-2 Main Protease by Using Serial Femtosecond X-ray Crystallography

Abstract

Since early 2020, COVID-19 has grown to affect the lives of billions globally. A worldwide investigation has been ongoing for characterizing the virus and also for finding an effective drug and developing vaccines. As time has been of the essence, a crucial part of this research has been drug repurposing; therefore, confirmation of in silico drug screening studies have been carried out for this purpose. Here we demonstrated the possibility of screening a variety of drugs efficiently by leveraging a high data collection rate of 120 images/second with the new low-noise, high dynamic range ePix10k2M Pixel Array Detector installed at the Macromolecular Femtosecond Crystallography (MFX) instrument at the Linac Coherent Light Source (LCLS). The X-ray Free-Electron Laser (XFEL) is used for remote high-throughput data collection for drug repurposing of the main protease (Mpro) of SARS-CoV-2 at ambient temperature with mitigated X-ray radiation damage. We obtained multiple structures soaked with nine drug candidate molecules in two crystal forms. Although our drug binding attempts failed, we successfully established a high-throughput Serial Femtosecond X-ray crystallographic (SFX) data collection protocol.

Authors:
 [1]; ORCiD logo [1];  [1];  [1]; ORCiD logo [1];  [1];  [1];  [1]; ORCiD logo [1];  [1];  [1];  [2];  [2];  [3];  [4];  [4];  [4];  [4]; ORCiD logo [4]; ORCiD logo [5] more »;  [4]; ORCiD logo [6] « less
  1. Koc Univ., Istanbul (Turkey)
  2. Arizona State Univ., Tempe, AZ (United States)
  3. SLAC National Accelerator Lab., Menlo Park, CA (United States); Stanford Univ., CA (United States)
  4. SLAC National Accelerator Lab., Menlo Park, CA (United States)
  5. Bahcesehir Univ., Istanbul (Turkey)
  6. Koc Univ., Istanbul (Turkey); SLAC National Accelerator Lab., Menlo Park, CA (United States)
Publication Date:
Research Org.:
SLAC National Accelerator Lab., Menlo Park, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES); National Science Foundation (NSF) Science and Technology Centers
OSTI Identifier:
1878584
Alternate Identifier(s):
OSTI ID: 1877674
Grant/Contract Number:  
AC02-76SF00515; NSF-1231306
Resource Type:
Accepted Manuscript
Journal Name:
Crystals
Additional Journal Information:
Journal Volume: 11; Journal Issue: 12; Journal ID: ISSN 2073-4352
Publisher:
MDPI
Country of Publication:
United States
Language:
English
Subject:
60 APPLIED LIFE SCIENCES; SARS-CoV-2; main protease; serial femtosecond crystallography; high-throughput drug screening

Citation Formats

Guven, Omur, Gul, Mehmet, Ayan, Esra, Johnson, J. Austin, Cakilkaya, Baris, Usta, Gozde, Ertem, Fatma Betul, Tokay, Nurettin, Yuksel, Busra, Gocenler, Oktay, Buyukdag, Cengizhan, Botha, Sabine, Ketawala, Gihan, Su, Zhen, Hayes, Brandon, Poitevin, Frederic, Batyuk, Alexander, Yoon, Chun Hong, Kupitz, Christopher, Durdagi, Serdar, Sierra, Raymond G., and DeMirci, Hasan. Case Study of High-Throughput Drug Screening and Remote Data Collection for SARS-CoV-2 Main Protease by Using Serial Femtosecond X-ray Crystallography. United States: N. p., 2021. Web. doi:10.3390/cryst11121579.
Guven, Omur, Gul, Mehmet, Ayan, Esra, Johnson, J. Austin, Cakilkaya, Baris, Usta, Gozde, Ertem, Fatma Betul, Tokay, Nurettin, Yuksel, Busra, Gocenler, Oktay, Buyukdag, Cengizhan, Botha, Sabine, Ketawala, Gihan, Su, Zhen, Hayes, Brandon, Poitevin, Frederic, Batyuk, Alexander, Yoon, Chun Hong, Kupitz, Christopher, Durdagi, Serdar, Sierra, Raymond G., & DeMirci, Hasan. Case Study of High-Throughput Drug Screening and Remote Data Collection for SARS-CoV-2 Main Protease by Using Serial Femtosecond X-ray Crystallography. United States. https://doi.org/10.3390/cryst11121579
Guven, Omur, Gul, Mehmet, Ayan, Esra, Johnson, J. Austin, Cakilkaya, Baris, Usta, Gozde, Ertem, Fatma Betul, Tokay, Nurettin, Yuksel, Busra, Gocenler, Oktay, Buyukdag, Cengizhan, Botha, Sabine, Ketawala, Gihan, Su, Zhen, Hayes, Brandon, Poitevin, Frederic, Batyuk, Alexander, Yoon, Chun Hong, Kupitz, Christopher, Durdagi, Serdar, Sierra, Raymond G., and DeMirci, Hasan. Fri . "Case Study of High-Throughput Drug Screening and Remote Data Collection for SARS-CoV-2 Main Protease by Using Serial Femtosecond X-ray Crystallography". United States. https://doi.org/10.3390/cryst11121579. https://www.osti.gov/servlets/purl/1878584.
@article{osti_1878584,
title = {Case Study of High-Throughput Drug Screening and Remote Data Collection for SARS-CoV-2 Main Protease by Using Serial Femtosecond X-ray Crystallography},
author = {Guven, Omur and Gul, Mehmet and Ayan, Esra and Johnson, J. Austin and Cakilkaya, Baris and Usta, Gozde and Ertem, Fatma Betul and Tokay, Nurettin and Yuksel, Busra and Gocenler, Oktay and Buyukdag, Cengizhan and Botha, Sabine and Ketawala, Gihan and Su, Zhen and Hayes, Brandon and Poitevin, Frederic and Batyuk, Alexander and Yoon, Chun Hong and Kupitz, Christopher and Durdagi, Serdar and Sierra, Raymond G. and DeMirci, Hasan},
abstractNote = {Since early 2020, COVID-19 has grown to affect the lives of billions globally. A worldwide investigation has been ongoing for characterizing the virus and also for finding an effective drug and developing vaccines. As time has been of the essence, a crucial part of this research has been drug repurposing; therefore, confirmation of in silico drug screening studies have been carried out for this purpose. Here we demonstrated the possibility of screening a variety of drugs efficiently by leveraging a high data collection rate of 120 images/second with the new low-noise, high dynamic range ePix10k2M Pixel Array Detector installed at the Macromolecular Femtosecond Crystallography (MFX) instrument at the Linac Coherent Light Source (LCLS). The X-ray Free-Electron Laser (XFEL) is used for remote high-throughput data collection for drug repurposing of the main protease (Mpro) of SARS-CoV-2 at ambient temperature with mitigated X-ray radiation damage. We obtained multiple structures soaked with nine drug candidate molecules in two crystal forms. Although our drug binding attempts failed, we successfully established a high-throughput Serial Femtosecond X-ray crystallographic (SFX) data collection protocol.},
doi = {10.3390/cryst11121579},
journal = {Crystals},
number = 12,
volume = 11,
place = {United States},
year = {Fri Dec 17 00:00:00 EST 2021},
month = {Fri Dec 17 00:00:00 EST 2021}
}

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