Submitted:
12 November 2025
Posted:
13 November 2025
You are already at the latest version
Abstract
Keywords:
Introduction
Macrophage Subsets and Their Role in Long COVID Pathophysiology
Macrophage Activation: The Common Pathophysiological Axis in Severe and Long COVID
Aortic Inflammation and Vasa Vasorum Pathology in Long COVID
MAIT Cells, Gut Barrier Dysfunction, and Systemic Inflammation in Long COVID
CD8⁺ T Cell Hyperactivation, Macrophage Activation and Epigenetic Memory
MAIT Cells as a Bridge Between CD8⁺ Hyperactivation and Myeloid Dysregulation
Clinical Implications: Brainstem Microglial Activation and Chronic Symptoms
Spike Protein Persistence and Immune Dysregulation in Long COVID
Regulatory T Cell Dysfunction as a Catalyst for Macrophage Overactivation in Long COVID
Interferon-Driven MAIT Cell Hyperactivation and Its Role in Chronic Inflammation
Macrophage-Driven Microclot Formation: A Central Mechanism in Long COVID Pathophysiology
Mast Cell Activation in Long COVID
Brainstem Macrophage Activation and Choroid Plexus Autoimmunity in Long COVID
Conclusions
References
- Patterson, B.K.; Guevara-Coto, J.; Yogendra, R.; Francisco, E.B.; Long, E.; Pise, A.; Rodrigues, H.; Parikh, P.; Mora, J.; Mora-Rodríguez, R.A. Immune-Based Prediction of COVID-19 Severity and Chronicity Decoded Using Machine Learning. Front Immunol. 2021, 12, 700782. [Google Scholar] [CrossRef]
- Thapaliya, K.; Marshall-Gradisnik, S.; Eaton-Fitch, N.; Barth, M.; Inderyas, M.; Barnden, L. Hippocampal subfield volume alterations and associations with severity measures in long COVID and ME/CFS: A 7T MRI study. PLoS One. 2025, 20, e0316625. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Cliff, J.M.; King, E.C.; Lee, J.S.; Sepúlveda, N.; Wolf, A.S.; Kingdon, C.; Bowman, E.; Dockrell, H.M.; Nacul, L.; Lacerda, E.; Riley, E.M. Cellular Immune Function in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS). Front Immunol. 2019, 10, 796. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Nunes, J.M.; Kruger, A.; Proal, A.; Kell, D.B.; Pretorius, E. The Occurrence of Hyperactivated Platelets and Fibrinaloid Microclots in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS). Pharmaceuticals (Basel). 2022, 15, 931. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Borczuk, A.C. Pathogenesis of pulmonary long COVID-19. Mod Pathol. 2023, 100378. [Google Scholar] [CrossRef] [PubMed]
- Evans, R.A.; Leavy, O.C.; Richardson, M.; Elneima, O.; McAuley, H.J.C. Clinical characteristics with inflammation profiling of long COVID. Lancet Respir Med. 2022, 10, 761–775. [Google Scholar] [CrossRef] [PubMed]
- Patterson, B.K.; Francisco, E.B.; Yogendra, R.; Long, E.; Pise, A.; Rodrigues, H.; Hall, E.; Herrera, M.; Parikh, P.; Guevara-Coto, J.; Triche, T.J.; Scott, P.; Hekmati, S.; Maglinte, D.; Chang, X.; Mora-Rodríguez, R.A.; Mora, J. Persistence of SARS CoV-2 S1 Protein in CD16+ Monocytes in Post-Acute Sequelae of COVID-19 (PASC) up to 15 Months Post-Infection. Front Immunol. 2022, 12, 746021. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Simonis, A.; Theobald, S.J.; Koch, A.E.; Mummadavarapu, R.; Mudler, J.M.; Pouikli, A.; Göbel, U.; Acton, R.; Winter, S.; Albus, A.; Holzmann, D.; Albert, M.C.; Hallek, M.; Walczak, H.; Ulas, T.; Koch, M.; Tessarz, P.; Hänsel-Hertsch, R.; Rybniker, J. Persistent epigenetic memory of SARS-CoV-2 mRNA vaccination in monocyte-derived macrophages. Mol Syst Biol. 2025, 21, 341–360. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Netea, M.G.; Joosten, L.A.; Latz, E.; Mills, K.H.; Natoli, G.; Stunnenberg, H.G.; O'Neill, L.A.; Xavier, R.J. Trained immunity: A program of innate immune memory in health and disease. Science. 2016, 352, aaf1098. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Patterson, B.K.; Yogendra, R.; Francisco, E.B.; Guevara-Coto, J.; Long, E.; Pise, A.; Osgood, E.; Bream, J.; Kreimer, M.; Jeffers, D.; Beaty, C.; Vander Heide, R.; Mora-Rodríguez, R.A. Detection of S1 spike protein in CD16+ monocytes up to 245 days in SARS-CoV-2-negative post-COVID-19 vaccine syndrome (PCVS) individuals. Hum Vaccin Immunother. 2025, 21, 2494934. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Patterson, B.K.; Francisco, E.B.; Yogendra, R.; Long, E.; Pise, A.; Rodrigues, H.; Hall, E.; Herrera, M.; Parikh, P.; Guevara-Coto, J.; Triche, T.J.; Scott, P.; Hekmati, S.; Maglinte, D.; Chang, X.; Mora-Rodríguez, R.A.; Mora, J. Persistence of SARS CoV-2 S1 Protein in CD16+ Monocytes in Post-Acute Sequelae of COVID-19 (PASC) up to 15 Months Post-Infection. Front Immunol. 2022, 12, 746021. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Channappanavar, R.; Fehr, A.R.; Vijay, R.; Mack, M.; Zhao, J.; Meyerholz, D.K.; Perlman, S. Dysregulated Type I Interferon and Inflammatory Monocyte-Macrophage Responses Cause Lethal Pneumonia in SARS-CoV-Infected Mice. Cell Host Microbe. 2016, 19, 181–93. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Parrot, T.; Gorin, J.B.; Ponzetta, A.; Maleki, K.T.; Kammann, T.; Emgård, J.; Perez-Potti, A.; Sekine, T.; Rivera-Ballesteros, O. ; Karolinska COVID-19 Study Group; Gredmark-Russ, S.; Rooyackers, O.; Folkesson, E.; Eriksson, L.I.; Norrby-Teglund, A.; Ljunggren, H.G.; Björkström, N.K.; Aleman, S.; Buggert, M.; Klingström, J.; Strålin, K.; Sandberg, J.K. MAIT cell activation and dynamics associated with COVID-19 disease severity. Sci Immunol. 2020, 5, eabe1670. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Zanoli, L.; Gaudio, A.; Mikhailidis, D.P.; Katsiki, N.; Castellino, N.; Lo Cicero, L.; Geraci, G.; Sessa, C.; Fiorito, L.; Marino, F.; Antonietta Di Rosolini, M.; Colaci, M.; Longo, A.; Montineri, A.; Malatino, L.; Castellino, P.; Methuselah Study Group. Vascular Dysfunction of COVID-19 Is Partially Reverted in the Long-Term. Circ Res. 2022, 130, 1276–1285. [Google Scholar] [CrossRef] [PubMed]
- Bruno, R.M.; Badhwar, S.; Abid, L.; Agharazii, M.; Anastasio, F.; Bellien, J.; Burghuber, O.; Faconti, L.; Filipovsky, J.; Ghiadoni, L.; Giannattasio, C.; Hametner, B.; Hughes, A.D.; Jeroncic, A.; Ikonomidis, I.; Lonnebakken, M.T.; Maloberti, A.; Mayer, C.C.; Muiesan, M.L.; Paini, A.; Panayiotou, A.; Park, C.; Rajkumar, C.; Becerra, C.R.; Spronck, B.; Terentes-Printzios, D.; Tuncok, Y.; Weber, T.; Boutouyrie, P. CARTESIAN Investigators Accelerated vascular ageing after COVID-19 infection: the CARTESIAN study Eur Heart, J. 2025, 46, 3905–3918. https://doi.org/10.1093/eurheartj/ehaf430. Erratum in: Eur Heart J. 2025 Sep 08:ehaf709. https://doi.org/eurheartj/ehaf709. PMID: 40819656; PMCID: PMC12517754. [CrossRef]
- Baissary, J.; Koberssy, Z.; Durieux, J.C.; Atieh, O.; Daher, J.; Ailstock, K.; Labbato, D.; Foster, T.; Rodgers, M.A.; Merheb, A.; Funderburg, N.T.; McComsey, G.A. The Effect of COVID-19 on Arterial Stiffness and Inflammation: A Longitudinal Prospective Study. Viruses. 2025, 17, 394. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Zuo, T.; Zhang, F.; Lui, G.C.Y.; Yeoh, Y.K.; Li, A.Y.L.; Zhan, H.; Wan, Y.; Chung, A.C.K.; Cheung, C.P.; Chen, N.; Lai, C.K.C.; Chen, Z.; Tso, E.Y.K.; Fung, K.S.C.; Chan, V.; Ling, L.; Joynt, G.; Hui, D.S.C.; Chan, F.K.L.; Chan, P.K.S.; Ng, S.C. Alterations in Gut Microbiota of Patients With COVID-19 During Time of Hospitalization. Gastroenterology. 2020, 159, 944–955.e8. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Deschler, S.; Kager, J.; Erber, J.; Fricke, L.; Koyumdzhieva, P.; Georgieva, A.; Lahmer, T.; Wiessner, J.R.; Voit, F.; Schneider, J. Mucosal-Associated Invariant T (MAIT) Cells Are Highly Activated and Functionally Impaired in COVID-19 Patients. Viruses 2021, 13, 241. [Google Scholar] [CrossRef] [PubMed]
- Wang, H.; Ye, X.; Spanos, M.; Wang, H.; Yang, Z.; Li, G.; Xiao, J.; Zhou, L. Exosomal Non-Coding RNA Mediates Macrophage Polarization: Roles in Cardiovascular Diseases. Biology 2023, 12, 745. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- McMillan, P.; Turner, A.J.; Uhal, B.D. Mechanisms of gut-related viral persistence in long COVID. Viruses. 2024, 16, 1266. [Google Scholar] [CrossRef]
- Wang, F.; Zhang, S.; Jeon, R.; Vuckovic, I.; Jiang, X.; Lerman, A.; Herrmann, J. Interferon Gamma Induces Reversible Metabolic Reprogramming of M1 Macrophages to Sustain Cell Viability and Pro-Inflammatory Activity. EBioMedicine 2018, 30, 303–316. [Google Scholar] [CrossRef]
- Hinks, T.S.C.; Zhang, X.W. MAIT cell activation and functions. Front Immunol. 2020, 11, 1014. [Google Scholar] [CrossRef]
- Renner, K.; Stauffenberg, F.; Paulus, M.; Neumayer, S.; Winter-Köhler, F.; Buchtler, S.; Schmalenberger, D.; Blaas, S.; Mohr, A.; Pfeifer, M.; Malfertheiner, M.V.; Loew, T.; Sester, M.; Bals, R.; Peterhoff, D.; Schmidt, B.; Mack, M. Hyper-reactivity of CD8+ T cells and high expression of IL-3 correlates with occurrence and severity of Long-COVID. Clin Immunol. 2025, 277, 110502. [Google Scholar] [CrossRef] [PubMed]
- Jabeen, M.F.; Hinks, T.S.C. MAIT cells and the microbiome. Front Immunol. 2023, 14, 1127588. [Google Scholar] [CrossRef]
- Thapaliya, K.; Marshall-Gradisnik, S.; Barth, M.; Eaton-Fitch, N.; Barnden, L. Brainstem volume changes in myalgic encephalomyelitis/chronic fatigue syndrome and long COVID patients. Front Neurosci. 2023, 17, 1125208. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Hotta, O.; Oda, T. The epipharynx–kidney axis triggers glomerular vasculitis in immunoglobulin A nephropathy. Immunol Res. 2019, 67, 304–309. [Google Scholar] [CrossRef]
- Nishi, K.; Yoshimoto, S.; Tanaka, T.; Kimura, S.; Shinchi, Y.; Yamano, T. A Potential Novel Treatment for Chronic Cough in Long COVID Patients: Clearance of Epipharyngeal Residual SARS-CoV-2 Spike RNA by Epipharyngeal Abrasive Therapy. Cureus. 2023, 15, e33421. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Cantuti-Castelvetri, L.; Ojha, R.; Pedro, L.D.; Djannatian, M.; Franz, J.; Kuivanen, S.; van der Meer, F.; Kallio, K.; Kaya, T.; Anastasina, M.; Smura, T.; Levanov, L.; Szirovicza, L.; Tobi, A.; Kallio-Kokko, H.; Österlund, P.; Joensuu, M.; Meunier, F.A.; Butcher, S.J.; Winkler, M.S.; Mollenhauer, B.; Helenius, A.; Gokce, O.; Teesalu, T.; Hepojoki, J.; Vapalahti, O.; Stadelmann, C.; Balistreri, G.; Simons, M. Neuropilin-1 facilitates SARS-CoV-2 cell entry and infectivity. Science. 2020, 370, 856–860. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Schiuma, G.; Beltrami, S.; Bortolotti, D.; Rizzo, S.; Rizzo, R. Innate Immune Response in SARS-CoV-2 Infection. Microorganisms. 2022, 10, 501. [Google Scholar] [CrossRef] [PubMed]
- Ndeupen, S.; Qin, Z.; Jacobsen, S.; Bouteau, A.; Estanbouli, H.; Igyártó, B.Z. The mRNA-LNP platform's lipid nanoparticle component used in preclinical vaccine studies is highly inflammatory. iScience. 2021, 24, 103479. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Mezouar, S.; Mege, J.L. Monitoring Macrophage Polarization in Infectious Disease, Lesson From SARS-CoV-2 Infection. Rev Med Virol. 2025, 35, e70034. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Tahmasebi, S.; Saeed, B.Q.; Temirgalieva, E.; Yumashev, A.V.; El-Esawi, M.A.; Navashenaq, J.G.; Valizadeh, H.; Sadeghi, A.; Aslani, S.; Yousefi, M.; Jadidi-Niaragh, F.; Adigozalou, J.; Ahmadi, M.; Roshangar, L. Nanocurcumin improves Treg cell responses in patients with mild and severe SARS-CoV2. Life Sci. 2021, 276, 119437. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Russell, A.; Hepgul, N.; Nikkheslat, N.; Borsini, A.; Zajkowska, Z.; Moll, N.; Forton, D.; Agarwal, K.; Chalder, T.; Mondelli, V.; et al. Persistent fatigue induced by interferon-alpha: A novel, inflammation-based, proxy model of chronic fatigue syndrome. Psychoneuroendocrinology. 2019, 100, 276–285. [Google Scholar] [CrossRef]
- Loacker, L.; Mahrhofer, M.; Schoeller, T. Increased PD-L1 surface expression on peripheral blood granulocytes and monocytes after vaccination with SARS-CoV-2 mRNA or vector vaccine. Clin Chem Lab Med. 2023, 61, e17–e19. [Google Scholar] [CrossRef] [PubMed]
- Pretorius, E.; Venter, C.; Laubscher, G.J.; Kotze, M.J.; Oladejo, S.O.; Watson, L.R.; Rajaratnam, K.; Watson, B.W.; Kell, D.B. Prevalence of symptoms, comorbidities, fibrin amyloid microclots and platelet pathology in individuals with Long COVID/Post-Acute Sequelae of COVID-19 (PASC). Cardiovasc Diabetol. 2022, 21, 148. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Pretorius, E.; Venter, C.; Laubscher, G.J.; Kotze, M.J.; Oladejo, S.O.; Watson, L.R.; Rajaratnam, K.; Watson, B.W.; Kell, D.B. Prevalence of symptoms, comorbidities, fibrin amyloid microclots and platelet pathology in individuals with Long COVID/Post-Acute Sequelae of COVID-19 (PASC). Cardiovasc Diabetol. 2022, 21, 148. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Noor, M.; McGrath, O.; Drira, I.; Aslam, T. Retinal Microvasculature Image Analysis Using Optical Coherence Tomography Angiography in Patients with Post-COVID-19 Syndrome. J Imaging. 2023, 9, 234. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Giménez-Orenga, K.; Pierquin, J.; Brunel, J.; Charvet, B.; Martín-Martínez, E.; Lemarinier, M.; Fried, S.; Lucas, A.; Perron, H.; Oltra, E. Blood parameters differentiate post COVID-19 condition from Myalgic Encephalomyelitis/Chronic Fatigue Syndrome and Fibromyalgia. Brain Behav Immun Health. 2025, 48, 101058. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Doster, R.S.; Rogers, L.M.; Gaddy, J.A.; Aronoff, D.M. Macrophage Extracellular Traps: A Scoping Review. J Innate Immun. 2018, 10, 3–13. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Afrin, L.B.; Weinstock, L.B.; Molderings, G.J. Mast cells and COVID-19: From pathogenesis to therapeutic targeting. Cells. 2023, 12, 688. [Google Scholar]
- Lenning, O.B.; Jonsson, G.; Grimstad, T.; Janssen, E.A.M.; Braut, G.S.; Berven, F.; Omdal, R. No signs of mast cell involvement in long-COVID: A case-control study. Scand J Immunol. 2024, 100, e13407. [Google Scholar] [CrossRef] [PubMed]
- Eugenín, J.; Beltrán-Castillo, S.; Irribarra, E.; Pulgar-Sepúlveda, R.; Abarca, N.; von Bernhardi, R. Microglial reactivity in brainstem chemosensory nuclei in response to hypercapnia. Front Physiol. 2024, 15, 1332355. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Brennan, F.H.; Swarts, E.A.; Kigerl, K.A.; Mifflin, K.A.; Guan, Z.; Noble, B.T.; Wang, Y.; Witcher, K.G.; Godbout, J.P.; Popovich, P.G. Microglia promote maladaptive plasticity in autonomic circuitry after spinal cord injury in mice. Sci Transl Med. 2024, 16, eadi3259. [Google Scholar] [CrossRef] [PubMed]
- Somani, A.; El-Hachami, H.; Patodia, S.; Sisodiya, S.; Thom, M. Regional microglial populations in central autonomic brain regions in SUDEP. Epilepsia. 2021, 62, 1318–1328. [Google Scholar] [CrossRef] [PubMed]
- van Campen, C.L.M.C.; Visser, FC. Orthostatic Intolerance in Long-Haul COVID after SARS-CoV-2: A Case-Control Comparison with Post-EBV and Insidious-Onset Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Patients. Healthcare (Basel). 2022, 10, 2058. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Isaac, R.O.; Corrado, J.; Sivan, M. Detecting Orthostatic Intolerance in Long COVID in a Clinic Setting. Int J Environ Res Public Health. 2023, 20, 5804. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Blitshteyn, S. Neuroinflammation at the Dorsolateral Inferior Medulla: A Possible Central Nervous System Localization for POTS and Long COVID. Medicines (Basel). 2025, 13, 166. [Google Scholar] [CrossRef]
- MacAulay, N.; Keep, R.F.; Zeuthen, T. Cerebrospinal fluid production by the choroid plexus: A century of barrier research revisited. Fluids Barriers CNS. 2022, 19, 1–24. [Google Scholar] [CrossRef] [PubMed]
- Louveau, A.; Herz, J.; Alme, M.N.; Salvador, A.F.; Dong, M.Q.; Viar, K.E.; Herod, S.G.; Knopp, J.; Setliff, J.C.; Lupi, A.L.; Da Mesquita, S.; Frost, E.L.; Gaultier, A.; Harris, T.H.; Cao, R.; Hu, S.; Lukens, J.R.; Smirnov, I.; Overall, C.C.; Oliver, G.; Kipnis, J. CNS lymphatic drainage and neuroinflammation are regulated by meningeal lymphatic vasculature. Nat Neurosci. 2018, 21, 1380–1391. [Google Scholar] [CrossRef] [PubMed] [PubMed Central]
- Suzzi, S.; Tsitsou-Kampeli, A.; Schwartz, M. The type I interferon antiviral response in the choroid plexus and the cognitive risk in COVID-19. Nat Immunol. 2023, 24, 220–224. [Google Scholar] [CrossRef] [PubMed]
- Tipnis, S.R.; Hooper, N.M.; Hyde, R.; Karran, E.; Christie, G.; Turner, A.J. A human homolog of angiotensin-converting enzyme. Cloning and functional expression as a captopril-insensitive carboxypeptidase. J Biol Chem. 2000, 275, 33238–43. [Google Scholar] [CrossRef] [PubMed]
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 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 (http://creativecommons.org/licenses/by/4.0/).