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.

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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

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article

Immunological and Clinical Markers of Post‐acute Sequelae of COVID‐19: Insights from Mild and Severe Cases 6 Months Post‐infection

Sophia Djebali, Sarah Benezech, Philippe Vanhems, Marine Villard et al.
3 citations
European Journal of Immunology
Long-Term Effects of COVID-19
4.17
article

Immunological and Clinical Markers of Post‐acute Sequelae of COVID‐19: Insights from Mild and Severe Cases 6 Months Post‐infection

Sophia Djebali, Sarah Benezech, Philippe Vanhems, Marine Villard, Sophie Trouillet‐Assant, Jacqueline Marvel, Thierry Walzer, Omran Allatif, Cécile Chauvel, William Mouton
article en
3 citations

Abstract

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.

European Journal of ImmunologyVol. 55(7)
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)
Styrelsen för Internationellt Utvecklingssamarbete, Agence Nationale de Recherches sur le Sida et les Hépatites Virales, Hospices Civils de Lyon
Reduced inequalities
Openalex Percentile: Top 6%
Long-Term Effects of COVID-19
4.17
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