TY - JOUR
T1 - Older patients affected by COVID-19: investigating the existence of biological phenotypes
AU - Zucchelli, Alberto
AU - Parigi, Marta
AU - Giliani, Silvia
AU - Vetrano, Davide Liborio
AU - Lucente, Daniela
AU - Marzetti, Emanuele
AU - Calvani, Riccardo
AU - Bellelli, Giuseppe
AU - Marengoni, Alessandra
PY - 2024
Y1 - 2024
N2 - Introduction. COVID-19 provides an opportunity to examine biological phenotypes (observable morphological, functional and biological characteristics) in individuals who experience the same acute condition, potentially revealing differences in response to acute external stressors. The aim our study was to investigate biological phenotypes in older patients hospitalized for COVID-19, exploiting a panel of aging biomarkers.
Methods. Data were gathered from the FRACOVID Project, an observational multicenter study, aimed to evaluate the impact of frailty on health-related outcomes in patients 60 + with COVID-19 in Northern Italy. A hierarchical cluster analysis was run using log-transformed and scaled values of TNF-a, IL-1 beta, IL-6, PAI-1, GDF-15, NT-proBNP, and Cystatin C evaluated at admission.
Results. Eighty-one participants (mean age 75.3 years; 60.5% male) were evaluated. Frailty was identified in 42% of the sample and 27.2% were unable to ambulate outdoors. The mean hospital stay was 24.7 days, with an in-hospital mortality rate of 18.5%. Three biological phenotypes were found: (1) ‘inflammatory’, with high inflammatory biomarkers; (2) ‘organ dysfunction’, characterized by elevated cystatin C and NT-proBNP, and lower inflammatory markers; and (3) ‘unspecific’, with lower NT-proBNP and GDF-15 levels, and intermediate concentrations of other biomarkers. The ’organ dysfunction’ phenotype showed the highest mean age and prevalence of frailty, disability, and chronic diseases. The ‘inflammatory‘ phenotype showed the highest burden of respiratory and systemic signs and symptoms of infection.
Conclusion. Biological phenotypes might be used to identify different clinical and functional phenotypes in individuals affected by COVID-19.
AB - Introduction. COVID-19 provides an opportunity to examine biological phenotypes (observable morphological, functional and biological characteristics) in individuals who experience the same acute condition, potentially revealing differences in response to acute external stressors. The aim our study was to investigate biological phenotypes in older patients hospitalized for COVID-19, exploiting a panel of aging biomarkers.
Methods. Data were gathered from the FRACOVID Project, an observational multicenter study, aimed to evaluate the impact of frailty on health-related outcomes in patients 60 + with COVID-19 in Northern Italy. A hierarchical cluster analysis was run using log-transformed and scaled values of TNF-a, IL-1 beta, IL-6, PAI-1, GDF-15, NT-proBNP, and Cystatin C evaluated at admission.
Results. Eighty-one participants (mean age 75.3 years; 60.5% male) were evaluated. Frailty was identified in 42% of the sample and 27.2% were unable to ambulate outdoors. The mean hospital stay was 24.7 days, with an in-hospital mortality rate of 18.5%. Three biological phenotypes were found: (1) ‘inflammatory’, with high inflammatory biomarkers; (2) ‘organ dysfunction’, characterized by elevated cystatin C and NT-proBNP, and lower inflammatory markers; and (3) ‘unspecific’, with lower NT-proBNP and GDF-15 levels, and intermediate concentrations of other biomarkers. The ’organ dysfunction’ phenotype showed the highest mean age and prevalence of frailty, disability, and chronic diseases. The ‘inflammatory‘ phenotype showed the highest burden of respiratory and systemic signs and symptoms of infection.
Conclusion. Biological phenotypes might be used to identify different clinical and functional phenotypes in individuals affected by COVID-19.
KW - Biomarkers
KW - Frailty
KW - Elderly
KW - COVID-19
KW - Biomarkers
KW - Frailty
KW - Elderly
KW - COVID-19
UR - http://hdl.handle.net/10807/298199
U2 - 10.1186/s12877-024-05473-5
DO - 10.1186/s12877-024-05473-5
M3 - Article
SN - 1471-2318
VL - 24
SP - 1
EP - 9
JO - BMC Geriatrics
JF - BMC Geriatrics
ER -