Background: Long COVID has become a burden on healthcare systems worldwide. Research into the etiology and risk factors has been impeded by observing all diverse manifestations as part of a single entity. We aimed to determine patterns of symptoms in convalescing COVID-19 patients. Methods: Symptomatic patients were recruited from four countries. Data were collected regarding demographics, comorbidities, acute disease and persistent symptoms. Factor analysis was performed to elucidate symptom patterns. Associations of the patterns with patients’ characteristics, features of acute disease and effect on daily life were sought. Results: We included 1027 symptomatic post-COVID individuals in the analysis. The majority of participants were graded as having a non-severe acute COVID-19 (N = 763, 74.3%). We identified six patterns of symptoms: cognitive, pain-syndrome, pulmonary, cardiac, anosmia-dysgeusia and headache. The cognitive pattern was the major symptoms pattern, explaining 26.2% of the variance; the other patterns each explained 6.5–9.5% of the variance. The cognitive pattern was higher in patients who were outpatients during the acute disease. The pain-syndrome pattern was associated with acute disease severity, higher in women and increased with age. The pulmonary pattern was associated with prior lung disease and severe acute disease. Only two of the patterns (cognitive and cardiac) were associated with failure to return to pre-COVID occupational and physical activity status. Conclusion: Long COVID diverse symptoms can be grouped into six unique patterns. Using these patterns in future research may improve our understanding of pathophysiology and risk factors of persistent COVID, provide homogenous terminology for clinical research, and direct therapeutic interventions.
The level of the recombination activating gene 1 (RAG-1) mRNA in bone marrow cells decreases to a minimal level by the age of 10 months. Recominbant interleukin-7 (rIL-7) is a potent proliferative stimulus for B cell progenitors and upregulates RAG-1 expression in lymphocyte precursors. To investigate the stimulatory effect of rIL-7 on the expression of RAG-1 in old mice, we compared the level of RAG-1 message in short-term bone marrow cultures of cells from mice aged 1 month and 18 months. We found similar levels of RAG-1 mRNA in bone marrow cells of young mice before and after 24 hours of incubation. No RAG-1 mRNA was detected in bone marrow cell cultures prepared from old mice after 24 hours of incubation. However, when rIL-7 was added to the culture medium, RAG-1 mRNA was detected after 24 hours of incubation and its level was similar to that measured in cells from young mice. The expression of RAG-1 was dose-dependent, with 20 ng of rIL-7 per 10(6) old nucleated cells yielding the maximal response. Our results indicate that despite the low or no RAG-1 expression in bone marrow cultures of old mice, the potential to activate RAG-1 in B-cell precursors is still present, and immunoglobulin heavy chain (V(H)D(H)J(H)) rearrangement may be enhanced by rIL7.
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