Immunological and Clinical Markers of Post‐acute Sequelae of COVID‐19: Insights from Mild and Severe Cases 6 Months Post‐infection
Post-acute sequelae of COVID-19 (PASC) are a complex clinical condition that requires a better understanding of its underlying biological mechanisms. In this study, we assessed hundreds of virological, serological, immunological, and tissue damage biomarkers in two cohorts of patients who had experienced either mild (n = 270) or severe (n = 188) COVID-19, 6 to 9 months post-initial infection, and in which 40% and 57.4% of patients, respectively, developed PASC. Blood analysis showed that the main differences observed in humoral, viral, and biological biomarkers were associated with the initial COVID-19 severity, rather than being specifically linked to PASC. However, patients with PASC displayed altered CD4<sup>+</sup> and CD8<sup>+</sup> memory T cell subsets, with higher cytokine-secreting cells and increased terminally differentiated CD45RA<sup>+</sup> effector memory T cells (TEMRA). Elevated SARS-CoV-2-specific T cells responsive to nucleocapsid/membrane proteins with a TEMRA phenotype were also observed. A random forest model identified these features and initial symptom duration as top variables discriminating PASC, achieving over 80% classification accuracy.
Authors
- Sophia Djebali (ORCID: https://orcid.org/0000-0002-0567-5387)
- Sarah Benezech (ORCID: https://orcid.org/0000-0002-9587-3896)
- Philippe Vanhems (ORCID: https://orcid.org/0000-0003-3188-1456)
- Marine Villard (ORCID: https://orcid.org/0000-0002-3905-8993)
- Sophie Trouillet‐Assant (ORCID: https://orcid.org/0000-0001-6439-4705)
- Jacqueline Marvel
- Thierry Walzer (ORCID: https://orcid.org/0000-0002-0857-8179)
- Omran Allatif (ORCID: https://orcid.org/0000-0002-2539-972X)
- Cécile Chauvel (ORCID: https://orcid.org/0009-0005-2563-5816)
- William Mouton (ORCID: https://orcid.org/0000-0002-8455-0952)
Institutions
- Université Claude Bernard Lyon 1 (FR)
- Centre National de la Recherche Scientifique (FR)
- Inserm (FR)
- Hospices Civils de Lyon (FR)
- bioMérieux (France) (FR)
- Centre International de Recherche en Infectiologie (FR)
Publication Details
- Journal
- European Journal of Immunology
- Published
- 2025-07-01
- DOI
- https://doi.org/10.1002/eji.202551948
- Citations
- 3
- Primary Topic
- Long-Term Effects of COVID-19
- Type
- article
- Field-Weighted Citation Impact
- 4.17
Funders
- Styrelsen för Internationellt Utvecklingssamarbete
- Agence Nationale de Recherches sur le Sida et les Hépatites Virales
- Hospices Civils de Lyon