The rs2228145 Variant of the Interleukin-6 Receptor (IL-6R) Gene Impacts on In Vitro Cellular Responses to SARS-CoV-2 VOC B1.1.7 Recombinant Spike Protein
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Maintenance, Differentiation and Treatment of Cell Lines
2.3. Genotyping Assay
2.4. Western Blot
2.5. Flow Cytometry
2.6. Bioinformatics
2.7. DuoSet ELISA: Human IL-6, Human sIL-6R, Human sgp130 and Human IL-8
2.8. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Pedersen, S.F.; Ho, Y.-C. SARS-CoV-2: A storm is raging. J. Clin. Investig. 2020, 130, 2202–2205. [Google Scholar] [CrossRef] [Scilit]
- Chen, C.; Haupert, S.R.; Zimmermann, L.; Shi, X.; Fritsche, L.G.; Mukherjee, B. Global Prevalence of Post-Coronavirus Disease 2019 (COVID-19) Condition or Long COVID: A Meta-Analysis and Systematic Review. J. Infect. Dis. 2022, 226, 1593–1607. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chen, Y.; Klein, S.L.; Garibaldi, B.T.; Li, H.; Wu, C.; Osevala, N.M.; Li, T.; Margolick, J.B.; Pawelec, G.; Leng, S.X. Aging in COVID-19: Vulnerability, immunity and intervention. Ageing Res. Rev. 2021, 65, 101205. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chen, L.Y.; Biggs, C.M.; Jamal, S.; Stukas, S.; Wellington, C.L.; Sekhon, M.S. Soluble interleukin-6 receptor in the COVID-19 cytokine storm syndrome. Cell Rep. Med. 2021, 2, 100269. [Google Scholar] [CrossRef] [Scilit]
- Elezkurtaj, S.; Greuel, S.; Ihlow, J.; Michaelis, E.G.; Bischoff, P.; Kunze, C.A.; Sinn, B.V.; Gerhold, M.; Hauptmann, K.; Ingold-Heppner, B.; et al. Causes of death and comorbidities in hospitalized patients with COVID-19. Sci. Rep. 2021, 11, 4263. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Merad, M.; Martin, J.C. Pathological inflammation in patients with COVID-19: A key role for monocytes and macrophages. Nat. Rev. Immunol. 2020, 20, 355–362. [Google Scholar] [CrossRef] [Scilit]
- McGonagle, D.; Sharif, K.; O’Regan, A.; Bridgewood, C. The Role of Cytokines including Interleukin-6 in COVID-19 induced Pneumonia and Macrophage Activation Syndrome-Like Disease. Autoimmun. Rev. 2020, 19, 102537. [Google Scholar] [CrossRef] [Scilit]
- Merad, M.; Blish, C.A.; Sallusto, F.; Iwasaki, A. The immunology and immunopathology of COVID-19. Science 2022, 375, 1122–1127. [Google Scholar] [CrossRef] [Scilit]
- World Health Organization. WHO Coronavirus (COVID-19) Dashboard. Available online: https://covid19.who.int/ (accessed on 23 June 2023).
- Sukocheva, O.A.; Maksoud, R.; Beeraka, N.M.; Madhunapantula, S.V.; Sinelnikov, M.; Nikolenko, V.N.; Neganova, M.E.; Klochkov, S.G.; Kamal, M.A.; Staines, D.R.; et al. Analysis of post COVID-19 condition and its overlap with myalgic encephalomyelitis/chronic fatigue syndrome. J. Adv. Res. 2022, 40, 179–196. [Google Scholar] [CrossRef] [Scilit]
- Kappelmann, N.; Dantzer, R.; Khandaker, G.M. Interleukin-6 as potential mediator of long-term neuropsychiatric symptoms of COVID-19. Psychoneuroendocrinology 2021, 131, 105295. [Google Scholar] [CrossRef] [Scilit]
- Shirato, K.; Kizaki, T. SARS-CoV-2 spike protein S1 subunit induces pro-inflammatory responses via toll-like recep-tor 4 signaling in murine and human macrophages. Heliyon 2021, 7, e06187. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Lokau, J.; Agthe, M.; Garbers, C. Generation of Soluble Interleukin-11 and Interleukin-6 Receptors: A Crucial Function for Proteases during Inflammation. Mediat. Inflamm. 2016, 2016, 1785021. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Patra, T.; Meyer, K.; Geerling, L.; Isbell, T.S.; Hoft, D.F.; Brien, J.; Pinto, A.K.; Ray, R.B.; Ray, R. SARS-CoV-2 spike protein promotes IL-6 trans-signaling by activation of angiotensin II receptor signaling in epithelial cells. PLOS Pathog. 2020, 16, e1009128. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, C.; Wu, Z.; Li, J.-W.; Zhao, H.; Wang, G.Q. Cytokine Release Syndrome in Severe COVID-19: Interleukin-6 Receptor Antagonist Tocilizumab may be the Key to Reduce Mortality. Int. J. Antimicrob. Agents 2020, 55, 105954. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Di Spigna, G.; Cernia, D.S.; Vargas, M.; Buonavolontà, L.; Servillo, G.; Postiglione, L. Drastically elevated levels of Interleukin-6 and its soluble receptor complex in COVID-19 patients with acute respiratory distress. Clin. Med. Investig. 2020, 5, 1–4. [Google Scholar] [CrossRef] [Scilit]
- Xu, X.; Han, M.; Li, T.; Sun, W.; Wang, D.; Fu, B.; Zhou, Y.; Zheng, X.; Yang, Y.; Li, X.; et al. Effective Treatment of Severe COVID-19 Patients with Tocilizumab. Proc. Natl. Acad. Sci. USA 2020, 117, 10970–10975. [Google Scholar] [CrossRef] [Scilit]
- Guaraldi, G.; Meschiari, M.; Cozzi-Lepri, A.; Milic, J.; Tonelli, R.; Menozzi, M.; Franceschini, E.; Cuomo, G.; Orlando, G.; Borghi, V.; et al. Tocilizumab in patients with severe COVID-19: A retrospective cohort study. Lancet Rheumatol. 2020, 2, e474–e484. [Google Scholar] [CrossRef] [Scilit]
- RECOVERY (Randomised Evaluation of COVID-19 Therapy) Trial. Available online: https://www.recoverytrial.net/ (accessed on 6 July 2023).
- REMAP-CAP (Randomised, Embedded, Multi-factorial, Adaptive Platform Trial for Community-Acquired Pneumonia) Trial. Available online: www.remapcap.org (accessed on 6 July 2023).
- Galicia, J.C.; Tai, H.; Komatsu, Y.; Shimada, Y.; Akazawa, K.; Yoshie, H. Polymorphisms in the IL-6 receptor (IL-6R) gene: Strong evidence that serum levels of soluble IL-6R are genetically influenced. Genes Immun. 2004, 5, 513–516. [Google Scholar] [CrossRef] [Scilit]
- van Dongen, J.; Jansen, R.; Smit, D.; Hottenga, J.J.; Mbarek, H.; Willemsen, G.; Kluft, C.; AAGC Collaborators; Penninx, B.W.; Ferreira, M.A.; et al. The contribution of the IL-6R polymorphism rs228145 to the heritability of plasma sIL-6R levels. Behav. Genet. 2014, 44, 368–382. [Google Scholar] [CrossRef] [Scilit]
- Ferreira, M.A.; Matheson, M.C.; Duffy, D.L.; Marks, G.B.; Hui, J.; Le Souëf, P.; Danoy, P.; Baltic, S.; Nyholt, D.R.; Jenkins, M.; et al. Identification of IL6R and chromosome 11q13.5 as risk loci for asthma. Lancet 2011, 378, 1006–1014. [Google Scholar] [CrossRef] [Scilit]
- Ferreira, R.C.; Freitag, D.F.; Cutler, A.J.; Howson, J.M.M.; Rainbow, D.B.; Smyth, D.J.; Kaptoge, S.; Clarke, P.; Boreham, C.; Coulson, R.M.; et al. Functional IL6R 358Ala Allele Impairs Classical IL-6 Receptor Signaling and Influences Risk of Diverse Inflammatory Diseases. PLoS Genet. 2013, 9, e1003444. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Tregoning, J.S.; Flight, K.E.; Higham, S.L.; Wang, Z.; Pierce, B.F. Progress of the COVID-19 vaccine effort: Viruses, vaccines and variants versus efficacy, effectiveness and escape. Nat. Rev. Immunol. 2021, 21, 626–636. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Grygiel-Górniak, B.; Puszczewicz, M. Fatigue and interleukin-6—A multi-faceted relationship. Rheumatology 2015, 53, 207–212. [Google Scholar] [CrossRef] [Scilit]
- Newton, T.; Fernandez-Botran, R.; Miller, J.J.; Burns, V.E. IL-6 and sIL-6R levels in PTSD: Associations with diagnostic status and psychological Context. Biol. Psychol. 2014, 99, 150–159. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Vargas, N.; Marino, F. Neuroinflammation, cortical activity, and fatiguing behaviour during self-paced exercise. Pflug. Arch. Eur. J. Physiol. 2017, 470, 413–426. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Quillen, D.; Hughes, T.M.; Craft, S.; Howard, T.; Register, T.; Suerken, C.; Hawkins, G.A.; Milligan, C. Levels of Soluble Interleukin 6 Receptor and Asp358Ala Are Associated with Cognitive Performance and Alzheimer Disease Biomarkers. Neurol.—Neuroimmunol. Neuroinflammation 2023, 10, e200095. [Google Scholar] [CrossRef] [Scilit]
- Barnett, M.L.; Sax, P.E. Long-term Follow-up After Critical COVID-19. JAMA 2023, 329, 25–27. [Google Scholar] [CrossRef] [Scilit]
- Florescu, S.; Stanciu, D.; Zaharia, M.; Kosa, A.; Codreanu, D.; Kidwai, A.; Masood, S.; Kaye, C.; Coutts, A.; MacKay, L.; et al. Long-term (180-Day) Outcomes in Critically Ill Patients With COVID-19 in the REMAP-CAP Randomized Clinical Trial. JAMA 2023, 329, 39–51. [Google Scholar] [CrossRef] [Scilit]
- Benedetti, F.; Mazza, M.; Cavalli, G.; Ciceri, F.; Dagna, L.; Rovere-Querini, P. Can Cytokine Blocking Prevent Depression in COVID-19 Survivors? J. Neuroimmune Pharmacol. 2021, 16, 1–3. [Google Scholar] [CrossRef] [Scilit]
- Kodosaki, E.; Daniels-Morgan, A.; Webb, R.; Morris, K.; Kelly, C. Development and characterisation of mgTHP-1, a novel in-vitro model for neural macrophages with microglial characteristics. Neurol. Res. 2023, in press. [Google Scholar]
- Shechter, R.; London, A.; Varol, C.; Raposo, C.; Cusimano, M.; Yovel, G.; Rolls, A.; Mack, M.; Pluchino, S.; Martino, G.; et al. Infiltrating Blood-Derived Macrophages Are Vital Cells Playing an Anti-inflammatory Role in Recovery from Spinal Cord Injury in Mice. PLoS Med. 2009, 6, e1000113. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Karwaciak, I.; Sałkowska, A.; Karaś, K.; Dastych, J.; Ratajewski, M. Nucleocapsid and Spike Proteins of the Coronavirus SARS-CoV-2 Induce IL6 in Monocytes and Macrophages—Potential Implications for Cytokine Storm Syndrome. Vaccines 2021, 9, 54. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ziegler-Heitbrock, H.W.L.; Thiel, E.; Futterer, A.; Herzog, V.; Wirtz, A.; Riethmullar, G. Establishment of a Human Cell Line (Mono Mac 6) with Characteristics of Mature Monocytes. Int. J. Cancer 1988, 41, 456–461. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Tsuchiya, S.; Yamabe, M.; Yamaguchi, Y.; Kobayashi, Y.; Konno, T.; Tada, K. Establishment and characterization of a human acute monocytic leukemia cell line (THP-1). Int. J. Cancer 1980, 26, 171–176. [Google Scholar] [CrossRef] [Scilit]
- Sundström, C.; Nilsson, K. Establishment and characterization of a human histiocytic lymphoma cell line (U-937). Int. J. Cancer 1976, 17, 565–577. [Google Scholar] [CrossRef] [Scilit]
- Bowdish, D.M.E. Maintenance & Culture OF THP-1 Cells. 2011. Available online: http://www.bowdish.ca/lab/wp-content/uploads/2011/07/THP-1-propagation-culture.pdf (accessed on 22 July 2023).
- Isa, S.A.; Ruffino, J.S.; Ahluwalia, M.; Thomas, A.W.; Morris, K.; Webb, R. M2 macrophages exhibit higher sensitivity to oxLDL-induced lipotoxicity than other monocyte/macrophage subtypes. Lipids Health Dis. 2011, 10, 229. [Google Scholar] [CrossRef] [Scilit]
- Barhoumi, T.; Alghanem, B.; Shaibah, H.; Mansour, F.A.; Alamri, H.S.; Akiel, M.A.; Alroqi, F.; Boudjelal, M. SARS-CoV-2 Coronavirus Spike Protein-Induced Apoptosis, Inflammatory, and Oxidative Stress Responses in THP-1-Like-Macrophages: Potential Role of Angiotensin-Converting Enzyme Inhibitor (Perindopril). Front. Immunol. 2021, 12, 728896. [Google Scholar] [CrossRef] [Scilit]
- Buzhdygan, T.P.; DeOre, B.J.; Baldwin-Leclair, A.; Bullock, T.A.; McGary, H.M.; Khan, J.A.; Razmpour, R.; Hale, J.F.; Galie, P.A.; Potula, R.; et al. The SARS-CoV-2 spike protein alters barrier function in 2D static and 3D microfluidic in-vitro models of the human blood–brain barrier. Neurobiol. Dis. 2020, 146, 105131. [Google Scholar] [CrossRef] [Scilit]
- Webb, R.; Hughes, M.G.; Nash, D.; Early, A.; Scarlett, B.; Clark, J.; Doran, J.; Butcher, L. Provisional Designation of IL-6R as a Novel Exercise Marker Gene. Exerc. Med. 2021, 5, 1–6. [Google Scholar] [CrossRef] [Scilit]
- Davies, N.A.; Watkeys, L.; Butcher, L.; Potter, S.; Hughes, M.G.; Moir, H.; Morris, K.; Thomas, A.W.; Webb, R. The contributions of oxidative stress, oxidised lipoproteins and AMPK towards exercise-associated PPARγ signalling within human monocytic cells. Free. Radic. Res. 2014, 49, 45–56. [Google Scholar] [CrossRef] [Scilit]
- Garbers, C.; Thaiss, W.; Jones, G.W.; Waetzig, G.H.; Lorenzen, I.; Guilhot, F.; Lissilaa, R.; Ferlin, W.G.; Grötzinger, J.; Jones, S.A.; et al. Inhibition of classic signaling is a novel function of soluble glycoprotein 130 (sgp130), which is controlled by the ration of interleukin 6 and soluble interleukin 6 receptor. J. Biol. Chem. 2011, 286, 42959–42970. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Garbers, C.; Aparicio-Siegmund, S.; Rose-John, S. The IL-6/gp130/STAT3 signaling axis: Recent advances towards specific inhibition. Curr. Opin. Immunol. 2015, 34, 75–82. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Aparicio-Siegmund, S.; Garbers, Y.; Flynn, C.M.; Waetzig, G.H.; Gouni-Berthold, I.; Krone, W.; Berthold, H.K.; Laudes, M.; Rose-John, S.; Garbers, C. The IL-6-neutralizing sIL-6R-sgp130 buffer system is disturbed in patients with type 2 diabetes. Am. J. Physiol. Metab. 2019, 317, E411–E420. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Carmona-Mora, P.; Ander, B.P.; Jickling, G.C.; Dykstra-Aiello, C.; Zhan, X.; Ferino, E.; Hamade, F.; Amini, H.; Hull, H.; Sharp, F.R.; et al. Distinct peripheral blood monocyte and neutrophil transcriptional programs following intracerebral hemorrhage and different etiologies of ischemic stroke. J. Cereb. Blood Flow Metab. 2021, 41, 1398–1416. [Google Scholar] [CrossRef] [Scilit]
- Bosshart, H.; Heinzelmann, M. THP-1 cells as a model for human monocytes. Ann. Transl. Med. 2016, 4, 438. [Google Scholar] [CrossRef] [Scilit]
- Strefford, J.C.; Foot, N.J.; Chaplin, T.; Neat, M.J.; Oliver, R.T.D.; Young, B.D.; Jones, L.K. The characterisation of the lymphoma cell line U937, using comparative genomic hybridisation and multi-plex FISH. Cytogenet. Cell Genet. 2001, 94, 9–14. [Google Scholar] [CrossRef] [Scilit]
- Akula, S.; Lara, S.; Olsson, A.-K.; Hellman, L. Quantitative Analysis of the Transcriptome of Two Commonly Used Human Monocytic Cell Lines—THP-1 and Mono Mac 6—Reveals Their Arrest during Early Monocyte/Neutrophil Differentiation. Int. J. Mol. Sci. 2022, 23, 5818. [Google Scholar] [CrossRef] [Scilit]
- Jackson, C.B.; Farzan, M.; Chen, B.; Choe, H. Mechanisms of SARS- CoV-2 entry into cells. Nat. Rev. Mol. Cell Biol. 2022, 23, 3–20. [Google Scholar] [CrossRef] [Scilit]
- Padberg, F.; Feneberg, W.; Schmidt, S.; Schwarz, M.; Körschenhausen, D.; Greenberg, B.; Nolde, T.; Müller, N.; Trapmann, H.; König, N.; et al. CSF and serum levels of soluble interleukin-6 receptors (sIL-6R and sgp130), but not of interleukin-6 are altered in multiple sclerosis. J. Neuroimmunol. 1999, 99, 218–223. [Google Scholar] [CrossRef] [Scilit]
- Michalopoulou, M.; Nikolaou, C.; Tavernarakis, A.; Alexandri, N.-M.; Rentzos, M.; Chatzipanagiotou, S.; Cambouri, C.; Vassilopoulos, D. Soluble interleukin-6 receptor (sIL-6R) in cerebrospinal fluid of patients with inflammatory and non inflammatory neurological diseases. Immunol. Lett. 2004, 94, 183–189. [Google Scholar] [CrossRef] [Scilit]
- Bovijn, J.; Lindgren, C.M.; Holmes, M.V. Genetic variants mimicking therapeutic inhibition of IL-6 receptor signaling and risk of COVID-19. Lancet Rheumatol. 2020, 2, e658–e659. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Nash, D. IL-6 signaling in acute exercise and chronic training: Potential consequences for health and athletic performance. Ph.D. Thesis, Cardiff Metropolitan University, Cardiff, UK, 2023. [Google Scholar]
- Vargas, V.; Bonatto, S.; Macagnan, F.; Feoli, A.; Alho, C.; Santos, N.; Schmitt, V. Influence of the 48867A>C (Asp358Ala) IL6R polymorphism on response to a lifestyle modification intervention in individuals with metabolic syndrome. Genet. Mol. Res. 2013, 12, 3983–3991. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Cullen, T.; Thomas, A.; Webb, R.; Phillips, T.; Hughes, M.G. sIL-6R is related to weekly training mileage and psychological wellbeing in athletes. Med. Sci. Sport Exerc. 2017, 49, 1176–1183. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Starkweather, A. Psychologic and Biologic Factors Associated with Fatigue in Patients with Persistent Radiculopathy. Pain Manag. Nurs. 2013, 14, 41–49. [Google Scholar] [CrossRef] [Scilit]






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Sarwar, S.; Aicheler, R.; Butcher, L.; Rees, K.; Potter, S.; Rowlands, R.; Webb, R. The rs2228145 Variant of the Interleukin-6 Receptor (IL-6R) Gene Impacts on In Vitro Cellular Responses to SARS-CoV-2 VOC B1.1.7 Recombinant Spike Protein. COVID 2023, 3, 1554-1570. https://doi.org/10.3390/covid3100106
Sarwar S, Aicheler R, Butcher L, Rees K, Potter S, Rowlands R, Webb R. The rs2228145 Variant of the Interleukin-6 Receptor (IL-6R) Gene Impacts on In Vitro Cellular Responses to SARS-CoV-2 VOC B1.1.7 Recombinant Spike Protein. COVID. 2023; 3(10):1554-1570. https://doi.org/10.3390/covid3100106
Chicago/Turabian StyleSarwar, Saira, Rebecca Aicheler, Lee Butcher, Katie Rees, Stephen Potter, Richard Rowlands, and Richard Webb. 2023. "The rs2228145 Variant of the Interleukin-6 Receptor (IL-6R) Gene Impacts on In Vitro Cellular Responses to SARS-CoV-2 VOC B1.1.7 Recombinant Spike Protein" COVID 3, no. 10: 1554-1570. https://doi.org/10.3390/covid3100106
APA StyleSarwar, S., Aicheler, R., Butcher, L., Rees, K., Potter, S., Rowlands, R., & Webb, R. (2023). The rs2228145 Variant of the Interleukin-6 Receptor (IL-6R) Gene Impacts on In Vitro Cellular Responses to SARS-CoV-2 VOC B1.1.7 Recombinant Spike Protein. COVID, 3(10), 1554-1570. https://doi.org/10.3390/covid3100106

