Persistent Low-Grade Inflammation and Post-COVID Condition: Evidence from the ORCHESTRA Cohort

<b>Background:</b> Persistent low-grade inflammation has been proposed as part of the biological mechanisms underlying post-COVID condition (PCC), which can result in laboratory tests abnormalities. However, the accuracy of routine laboratory tests for the diagnosis and follow-up of PCC is still under discussion. <b>Methods:</b> Patients with SARS-CoV-2 infection enrolled in the prospective, multinational ORCHESTRA cohort study, which included both European and non-European countries, were followed up for 18 months after acute infection. Blood test results were collected at acute infection and at 6, 12, and 18 months. A multivariable analysis was performed to estimate the relationship between the alterations of biochemical markers and the presence of four distinct PCC phenotypes, identified previously through a principal component analysis-respiratory (RESc), chronic pain (CPc), chronic fatigue (CFc), and neurosensorial (NSc)-during follow-up. Furthermore, this study investigated the correlation between biochemical parameters measured during the acute phase and the subsequent development of PCC. Finally, the relationship between the severity of the acute infection and biochemical abnormalities observed during follow-up was assessed. <b>Results:</b> The cohort included 4587 patients, 58% male, with a mean age of 58.7 (±15.5) years. A robust multivariable analysis demonstrated that, compared to controls, patients with PCC, and in particular those in the RESc cluster, presented higher mean C-reactive protein (CRP) levels at the 12- and 18-month follow-up (<i>p</i>-value = 0.01). In each follow-up, CRP values in patients with PCC and RESc were above 3 mg/L, corresponding to those observed in low-grade inflammation (3-10 mg/L). The severity of COVID-19 acute infection was associated with increased levels of CRP, ferritin and LDH during follow-up (<i>p</i> < 0.001). Biochemistry abnormalities detected during the early stages of acute COVID-19 did not correlate with an increased risk of developing PCC and its phenotypes. <b>Conclusions:</b> In patients with the RESc PCC phenotype, identified through a principal component analysis, blood test abnormalities consistent with prolonged and sustained low-grade inflammation can be detected up to 18 months after acute infection, supporting its role in the pathogenesis of PCC. Based on these results, trials on anti-inflammatory drugs, together with symptom-tailored interventions for patients with RESc, should be planned to prove their effectiveness in managing PCC and improving patient outcomes.

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Journal
Biomedicines
Published
2025-12-31
DOI
https://doi.org/10.3390/biomedicines14010083
Primary Topic
Long-Term Effects of COVID-19
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article
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article

Persistent Low-Grade Inflammation and Post-COVID Condition: Evidence from the ORCHESTRA Cohort

Elisa Gentilotti, Gerolf de Boer, Roy Gusinow, Alessandro Visentin et al.
Biomedicines
Long-Term Effects of COVID-19
article

Persistent Low-Grade Inflammation and Post-COVID Condition: Evidence from the ORCHESTRA Cohort

Elisa Gentilotti, Gerolf de Boer, Roy Gusinow, Alessandro Visentin, Maria Giulia Caponcello, Maddalena Giannella, Salvatore Cataudella, Lorenzo Maria Canziani, Adriana Tami, Carolina Alvarez Garavito, Cédric Laouénan, Jesús Rodríguez-Baño, Jan Hasenauer, Evelina Tacconelli, Aline-Marie Florence, Gabriel Levy Hara, Michela Di Chiara, Anna Górska, the ORCHESTRA Study Group, Pasquale De Nardo
article en

Abstract

<b>Background:</b> Persistent low-grade inflammation has been proposed as part of the biological mechanisms underlying post-COVID condition (PCC), which can result in laboratory tests abnormalities. However, the accuracy of routine laboratory tests for the diagnosis and follow-up of PCC is still under discussion. <b>Methods:</b> Patients with SARS-CoV-2 infection enrolled in the prospective, multinational ORCHESTRA cohort study, which included both European and non-European countries, were followed up for 18 months after acute infection. Blood test results were collected at acute infection and at 6, 12, and 18 months. A multivariable analysis was performed to estimate the relationship between the alterations of biochemical markers and the presence of four distinct PCC phenotypes, identified previously through a principal component analysis-respiratory (RESc), chronic pain (CPc), chronic fatigue (CFc), and neurosensorial (NSc)-during follow-up. Furthermore, this study investigated the correlation between biochemical parameters measured during the acute phase and the subsequent development of PCC. Finally, the relationship between the severity of the acute infection and biochemical abnormalities observed during follow-up was assessed. <b>Results:</b> The cohort included 4587 patients, 58% male, with a mean age of 58.7 (±15.5) years. A robust multivariable analysis demonstrated that, compared to controls, patients with PCC, and in particular those in the RESc cluster, presented higher mean C-reactive protein (CRP) levels at the 12- and 18-month follow-up (<i>p</i>-value = 0.01). In each follow-up, CRP values in patients with PCC and RESc were above 3 mg/L, corresponding to those observed in low-grade inflammation (3-10 mg/L). The severity of COVID-19 acute infection was associated with increased levels of CRP, ferritin and LDH during follow-up (<i>p</i> < 0.001). Biochemistry abnormalities detected during the early stages of acute COVID-19 did not correlate with an increased risk of developing PCC and its phenotypes. <b>Conclusions:</b> In patients with the RESc PCC phenotype, identified through a principal component analysis, blood test abnormalities consistent with prolonged and sustained low-grade inflammation can be detected up to 18 months after acute infection, supporting its role in the pathogenesis of PCC. Based on these results, trials on anti-inflammatory drugs, together with symptom-tailored interventions for patients with RESc, should be planned to prove their effectiveness in managing PCC and improving patient outcomes.

BiomedicinesVol. 14(1)
Délégation Paris 5 (FR), University of Verona (IT), University Medical Center Groningen (NL), University of Bonn (DE), Inserm (FR), Université Paris Cité (FR), Instituto de Salud Carlos III (ES), Hospital Universitario Virgen Macarena (ES), Sorbonne Paris Cité (FR), Assistance Publique – Hôpitaux de Paris (FR), Hôpital Nord (FR), Azienda USL di Bologna (IT), Hôpital Bichat-Claude-Bernard (FR), Consorzio Interuniversitario Nazionale per l'Informatica (IT), Instituto Cardiovascular de Buenos Aires (AR), Life & Brain (Germany) (DE), University of Bologna (IT)
Partnerships for the goals
Openalex Percentile: Top 30%
Long-Term Effects of COVID-19
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