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Updated: May 19, 2026

Whole Blood Assay with Dual Co-Stimulation for Antigen-Specific Analysis of Host Immunity to Fungal and Viral Pathogens
Published on: September 20, 2024
Intrahost viral evolution of SARS-CoV-2 infections in rheumatic versus hematological patients with severe iatrogenic
Emmanouil Karofylakis1, Theodoros Loupis2, Andromachi Blizou1
14th Department of Internal Medicine, National and Kapodistrian University of Athens School of Medicine, Attikon University General Hospital, Chaidari, Greece.
Objectives:
Immunocompromised patients with B-cell depletion are at risk of ongoing SARS-CoV-2 replication that can lead to intra-host genomic divergence, immune escape during treatment and potentially emergence of novel variants.
Methods:
We conducted a prospective observational study including severely immunocompromised rheumatic and hematologic patients with laboratory-confirmed COVID-19. SARS-CoV-2 virome sequencing was performed on respiratory samples, followed by phylogenetic and intrahost single nucleotide variants (iSNVs) analysis. In a subset of patients, lymphocyte subpopulations were assessed by flow cytometry.
Results:
Twenty-six patients were included (median age: 71 years, rheumatic disease: 50%, treated with B-cell depleting agent: 88%, prior COVID-19 infection: 68%, relapsing COVID-19: 65%, ≥ 3 vaccine doses: 68%). Twenty-two patients (85%) were hospitalized with 23% mortality. Three unique RdRP and 3CLPro gene mutations were identified with a prevalence < 0.1%, not known to confer antiviral resistance. We identified 30 mutations in the spike gene with prevalence < 0.1% or leading to a new N-glycosylation site. In patients with paired samples, we noticed a statistically significant iSNVs accumulation with an average substitution rate per site per day of 7 × 10-6 (p < 0.001). We did not observe statistically significant difference in the substitution rates between rheumatic and hematologic patients.
Conclusion:
In our cohort, a significant proportion of patients had relapsing COVID-19. Unique and rare mutations were detected mainly in the spike gene, whereas those in the polymerase and protease genes were not of known significance. We found a positive correlation of iSNVs accumulation with infection duration, without difference in substitution rates between rheumatic and hematologic patients.
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