Genetic Insights into the Middle East Respiratory Syndrome Coronavirus Infection among Saudi People
Abstract
1. Introduction
2. Materials and Methods
2.1. Data Collection
2.2. Data Processing and Analysis
2.3. Annotation
3. Results
3.1. High-Frequency SNP Variation
3.2. Amino Acid Residues Crucial for MERS-CoV Entry
3.3. Amino Acid Residues as Sites for N-Glycosylation
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Bermingham, A.; Chand, M.; Brown, C.; Aarons, E.; Tong, C.; Langrish, C.; Hoschler, K.; Brown, K.; Galiano, M.; Myers, R.; et al. Severe respiratory illness caused by a novel coronavirus, in a patient transferred to the United Kingdom from the Middle East, September 2012. Eurosurveillance 2012, 17, 20290. [Google Scholar] [CrossRef] [Scilit]
- Assiri, A.; McGeer, A.; Perl, T.M.; Price, C.S.; Al Rabeeah, A.A.; Cummings, D.A.; Alabdullatif, Z.N.; Assad, M.; Almulhim, A.; Makhdoom, H.; et al. Hospital Outbreak of Middle East Respiratory Syndrome Coronavirus. N. Engl. J. Med. 2013, 369, 407–416. [Google Scholar] [CrossRef] [Scilit]
- Zaki, A.; Van Boheemen, S.; Bestebroer, T.; Osterhaus, A.; Fouchier, R. Isolation of a Novel Coronavirus from a Man with Pneumonia in Saudi Arabia. N. Engl. J. Med. 2012, 367, 1814–1820. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- World Health Organization. MERS Situation Update, January 2020. Available online: http://www.emro.who.int/pandemic-epidemic-diseases/mers-cov/mers-situation-update-january-2020.html (accessed on 1 September 2021).
- Raj, V.S.; Farag, E.A.; Reusken, C.B.; Lamers, M.M.; Pas, S.D.; Voermans, J.; Smits, S.L.; Osterhaus, A.D.; Al-Mawlawi, N.; Al-Romaihi, H.E.; et al. Isolation of MERS Coronavirus from a Dromedary Camel, Qatar, 2014. Emerg. Infect. Dis. 2014, 20, 1339–1342. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Haagmans, B.L.; Al Dhahiry, S.H.S.; Reusken, C.B.E.M.; Raj, V.S.; Galiano, M.; Myers, R.; Godeke, G.-J.; Jonges, M.; Farag, E.; Diab, A.; et al. Middle East respiratory syndrome coronavirus in dromedary camels: An outbreak investigation. Lancet Infect. Dis. 2013, 14, 140–145. [Google Scholar] [CrossRef] [Scilit]
- Aleanizy, F.S.; Mohmed, N.; Alqahtani, F.Y.; Mohamed, R.A.E.H. Outbreak of Middle East respiratory syndrome coronavirus in Saudi Arabia: A retrospective study. BMC Infect. Dis. 2017, 17, 1–7. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Lam, T.T.-Y.; Jia, N.; Zhang, Y.-W.; Shum, M.H.-H.; Jiang, J.-F.; Zhu, H.C.; Tong, Y.-G.; Shim, Y.-X.; Ni, X.-B.; Liao, Y.-S.; et al. Identifying SARS-CoV-2-related coronaviruses in Malayan pangolins. Nature 2020, 583, 282–285. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhong, N.; Zheng, B.; Li, Y.; Poon, L.; Xie, Z.; Chan, K.; Li, P.; Tan, S.; Chang, Q.; Xie, J.; et al. Epidemiology and cause of severe acute respiratory syndrome (SARS) in Guangdong, People’s Republic of China, in February, 2003. Lancet 2003, 362, 1353–1358. [Google Scholar] [CrossRef] [Scilit]
- Zhu, Z.; Lian, X.; Su, X.; Wu, W.; Marraro, G.A.; Zeng, Y. From SARS and MERS to COVID-19: A brief summary and comparison of severe acute respiratory infections caused by three highly pathogenic human coronaviruses. Respir. Res. 2020, 21, 1–14. [Google Scholar] [CrossRef] [Scilit]
- Raj, V.S.; Mou, H.; Smits, S.L.; Dekkers, D.H.W.; Müller, M.A.; Dijkman, R.; Muth, D.; Demmers, J.; Zaki, A.; Fouchier, R.; et al. Dipeptidyl peptidase 4 is a functional receptor for the emerging human coronavirus-EMC. Nature 2013, 495, 251–254. [Google Scholar] [CrossRef] [Scilit]
- Fehmann, H.C.; Göke, R.; Göke, B. Cell and molecular biology of the incretin hormones glucagon-like peptide-I and glucose-dependent insulin releasing polypeptide. Endocr. Rev. 1995, 16, 390–410. [Google Scholar] [CrossRef]
- Saksena, N.; Bonam, S.R.; Miranda-Saksena, M. Epigenetic Lens to Visualize the Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) Infection in COVID-19 Pandemic. Front. Genet. 2021, 12, 581726. [Google Scholar] [CrossRef] [Scilit]
- Hou, Y.; Zhao, J.; Martin, W.; Kallianpur, A.; Chung, M.K.; Jehi, L.; Sharifi, N.; Erzurum, S.; Eng, C.; Cheng, F. New insights into genetic susceptibility of COVID-19: An ACE2 and TMPRSS2 polymorphism analysis. BMC Med. 2020, 18, 1–8. [Google Scholar] [CrossRef] [Scilit]
- Kleine-Weber, H.; Schroeder, S.; Krüger, N.; Prokscha, A.; Naim, H.Y.; Müller, M.A.; Drosten, C.; Pöhlmann, S.; Hoffmann, M. Polymorphisms in dipeptidyl peptidase 4 reduce host cell entry of Middle East respiratory syndrome coronavirus. Emerg. Microbes Infect. 2020, 9, 155–168. [Google Scholar] [CrossRef] [Scilit]
- Leist, S.R.; Cockrell, A.S. Genetically Engineering a Susceptible Mouse Model for MERS-CoV-Induced Acute Respiratory Distress Syndrome. Methods Mol. Biol. 2020, 2099, 137–159. [Google Scholar]
- Barlan, A.; Zhao, J.; Sarkar, M.; Li, K.; McCray, P.; Perlman, S.; Gallagher, T. Receptor Variation and Susceptibility to Middle East Respiratory Syndrome Coronavirus Infection. J. Virol. 2014, 88, 4953–4961. [Google Scholar] [CrossRef] [Scilit]
- Saudi Mendeliome Group. Comprehensive gene panels provide advantages over clinical exome sequencing for Mendelian diseases. Genome Biol. 2015, 16, 134. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Abouelhoda, M.; Sobahy, T.; El-Kalioby, M.; Patel, N.; Shamseldin, H.; Monies, D.; Al-Tassan, N.; Ramzan, K.; Imtiaz, F.; Shaheen, R.; et al. Clinical genomics can facilitate countrywide estimation of autosomal recessive disease burden. Genet. Med. 2016, 18, 1244–1249. [Google Scholar] [CrossRef] [Scilit]
- Wang, N.; Shi, X.; Jiang, L.; Zheng, S.; Wang, D.; Tong, P.; Guo, D.; Fu, L.; Cui, Y.; Liu, X.; et al. Structure of MERS-CoV spike receptor-binding domain complexed with human receptor DPP4. Cell Res. 2013, 23, 986–993. [Google Scholar] [CrossRef] [Scilit]
- Peck, K.M.; Cockrell, A.S.; Yount, B.L.; Scobey, T.; Baric, R.S.; Heise, M.T. Glycosylation of Mouse DPP4 Plays a Role in Inhibiting Middle East Respiratory Syndrome Coronavirus Infection. J. Virol. 2015, 89, 4696–4699. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Aertgeerts, K.; Ye, S.; Shi, L.; Prasad, S.G.; Witmer, D.; Chi, E.; Sang, B.; Wijnands, R.A.; Webb, D.R.; Swanson, R.V. N-linked glycosylation of dipeptidyl peptidase IV (CD26): Effects on enzyme activity, homodimer formation, and adenosine deaminase binding. Protein Sci. 2004, 13, 145–154. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Peck, K.M.; Scobey, T.; Swanstrom, J.; Jensen, K.L.; Burch, C.L.; Baric, R.S.; Heise, M.T. Permissivity of Dipeptidyl Peptidase 4 Orthologs to Middle East Respiratory Syndrome Coronavirus Is Governed by Glycosylation and Other Complex Determinants. J. Virol. 2017, 91, e00534-17. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bassendine, M.F.; Bridge, S.H.; McCaughan, G.W.; Gorrell, M.D. COVID-19 and comorbidities: A role for dipeptidyl peptidase 4 (DPP4) in disease severity? J. Diabetes 2020, 12, 649–658. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Vankadari, N.; Wilce, J.A. Emerging WuHan (COVID-19) coronavirus: Glycan shield and structure prediction of spike glycoprotein and its interaction with human CD26. Emerg. Microbes Infect. 2020, 9, 601–604. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Shi, Y.; Wang, Y.; Shao, C.; Huang, J.; Gan, J.; Huang, X.; Bucci, E.; Piacentini, M.; Ippolito, G.; Melino, G. COVID-19 infection: The perspectives on immune responses. Cell Death Differ. 2020, 27, 1451–1454. [Google Scholar] [CrossRef]
- Bardaweel, S.K.; Hajjo, R.; Sabbah, D.A. Sitagliptin: A potential drug for the treatment of COVID-19? Acta Pharm. 2020, 71, 175–184. [Google Scholar] [CrossRef] [Scilit]
- Pitocco, D.; Tartaglione, L.; Viti, L.; Di Leo, M.; Pontecorvi, A.; Caputo, S. SARS-CoV-2 and DPP4 inhibition: Is it time to pray for Janus Bifrons? Diabetes Res. Clin. Pract. 2020, 163, 108162. [Google Scholar] [CrossRef] [Scilit]
- Krejner-Bienias, A.; Grzela, K.; Grzela, T. DPP4 Inhibitors and COVID-19-Holy Grail or Another Dead End? Arch. Immunol. Ther. Exp. 2021, 69, 1. [Google Scholar] [CrossRef] [Scilit]
- Alburikan, K.A. Abuelizz, H.A. Identifying factors and target preventive therapies for Middle East Respiratory Syn-drome sucsibtable patients. Saudi Pharm. J. 2020, 28, 161–164. [Google Scholar] [CrossRef] [Scilit]
- Arulmozhiraja, S.; Matsuo, N.; Ishitsubo, E.; Okazaki, S.; Shimano, H.; Tokiwa, H. Comparative Binding Analysis of Dipeptidyl Peptidase IV (DPP-4) with Antidiabetic Drugs—An Ab Initio Fragment Molecular Orbital Study. PLoS ONE 2016, 11, e0166275. [Google Scholar] [CrossRef] [Scilit]
| SNP Loci | Observed Mutation | Variation Frequency | Variation Frequency (Homozygous) | Site of SNP | Correlated Amino Acid Residue | Correlated Amino Acid Residue within 50 bp |
|---|---|---|---|---|---|---|
| 2:162,873,188 | T → C | 0.13 | 0.09 | Intron | Not applicable | Not applicable |
| 2:162,877,028 | T → A | 0.24 | 0.05 | Intron | Not applicable | Not applicable |
| 2:162,879,452 | T → C | 0.22 | 0.05 | Intron | Not applicable | Not applicable |
| 2:162,890,175 | T → C | 0.62 | 0.36 | Intron | Not applicable | 259–296 |
| 2:162,890,217 | G → A | 0.33 | 0.07 | Intron | Not applicable | Not applicable |
| 2:162,891,848 | C → T | 0.78 | 0.42 | Intron | Not applicable | 205–258 |
| 2:162,894,766 | A → G | 0.26 | 0.06 | Intron | Not applicable | Not applicable |
| 2:162,929,732 | G → A | 0.05 | 0.02 | Intron | Not applicable | Not applicable |
| 2:162,929,979 | A → G | 0.53 | 0.13 | Exon | L8Leu to Glu | 3–25 |
| 2:162.930,725 | T → G | 0.07 | 0.06 | Exon | Not applicable | Not applicable |
| Amino Acid Residue | SNP Loci | Observed Mutation | Variation Frequency | Variation Frequency (Homozygous) | Number of SNPs with a Variation Frequency <0.05 Detected within 50 bp | Number of SNPs with a Variation Frequency >0.05 Detected within 50 bp |
|---|---|---|---|---|---|---|
| K267 | 2:162,890,137 | --- | --- | --- | 5 | 1 |
| F269 | 2:162,890,131 | --- | --- | --- | 5 | 1 |
| Q286 | 2:162,890,080 | --- | --- | --- | 3 | Not available |
| T288 | 2:162,890,074 | --- | --- | --- | 3 | Not available |
| A289 | 2:162,890,071 | A → G | 0.00042 | 0 | 2 | Not available |
| A291 | 2:162,890,056 | --- | --- | --- | 2 | Not available |
| L294 | 2:162,890,053 | --- | --- | --- | 2 | Not available |
| H298 | 2:162,881,443 | --- | --- | --- | 1 | Not available |
| R317 | 2:162,881,386 | --- | --- | --- | Not available | Not available |
| Y322 | 2:162,881,371 | --- | --- | --- | Not available | Not available |
| R336 | 2:162,881,329 | --- | --- | --- | 1 | Not available |
| Q344 | 2:162,879,301 | --- | --- | --- | 1 | Not available |
| I346 | 2:162,879,295 | --- | --- | --- | 1 | Not available |
| K392 | 2:162,877,091 | T → deletion | 0.00126 | 0 | 5 | Not available |
| Amino Acid Residue | SNP Loci | Observed Mutation | Variation Frequency | Variation Frequency (Homozygous) | Near Variations Detected within 50 bp |
|---|---|---|---|---|---|
| N85 | 2:162,903,459 | Not available | --- | --- | Variation C→T at 2:162,903,410 |
| N92 | 2:162,903,429 | Not available | --- | --- | Variation C→T at 2:162,903,410 |
| N150 | 2:162,903,264 | Not available | --- | --- | Variation T→A at 2:162,903,214 |
| N219 | 2:162,891,792 | G → A | 0.00042 | 0 | Variation A→deletion at 2:162,891,779 |
| N229 | 2:162,891,764 | Not available | --- | --- | None |
| N281 | 2:162,890,098 | Not available | --- | --- | Variation C→G at 2:162,890,108 |
| N321 | 2:162,881,378 | Not available | --- | --- | None |
| N520 | 2:162,873,289 | Not available | --- | --- | Variation G→A at 2:162,873,306 |
| N685 | 2:162,851,884 | Not available | --- | --- | None |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Abuelizz, H.A.; AlRasheed, M.M.; Alhoshani, A.; Alhawassi, T. Genetic Insights into the Middle East Respiratory Syndrome Coronavirus Infection among Saudi People. Vaccines 2021, 9, 1193. https://doi.org/10.3390/vaccines9101193
Abuelizz HA, AlRasheed MM, Alhoshani A, Alhawassi T. Genetic Insights into the Middle East Respiratory Syndrome Coronavirus Infection among Saudi People. Vaccines. 2021; 9(10):1193. https://doi.org/10.3390/vaccines9101193
Chicago/Turabian StyleAbuelizz, Hatem A., Maha M. AlRasheed, Ali Alhoshani, and Tariq Alhawassi. 2021. "Genetic Insights into the Middle East Respiratory Syndrome Coronavirus Infection among Saudi People" Vaccines 9, no. 10: 1193. https://doi.org/10.3390/vaccines9101193
APA StyleAbuelizz, H. A., AlRasheed, M. M., Alhoshani, A., & Alhawassi, T. (2021). Genetic Insights into the Middle East Respiratory Syndrome Coronavirus Infection among Saudi People. Vaccines, 9(10), 1193. https://doi.org/10.3390/vaccines9101193

