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Association between the overall burden of comorbidity and Ct values among the older patients with Omicron infection: Mediated by inflammation
OBJECTIVES: To investigate the associations between the overall burden of comorbidity, inflammatory indicators in plasma and Ct values among the elderly with COVID-19. METHODS: We conducted a retrospective observational study. The results of each nucleic acid test of during hospitalization were obta...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10043200/ https://www.ncbi.nlm.nih.gov/pubmed/36999038 http://dx.doi.org/10.3389/fimmu.2023.1145044 |
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author | Wang, Meixia Mi, Hongfei Li, Na Shi, Qingfeng Sun, Wei He, Tingjuan Lin, Jiabing Jin, Wenting Gao, Xiaodong Hu, Bijie Su, Chenghao Pan, Jue |
author_facet | Wang, Meixia Mi, Hongfei Li, Na Shi, Qingfeng Sun, Wei He, Tingjuan Lin, Jiabing Jin, Wenting Gao, Xiaodong Hu, Bijie Su, Chenghao Pan, Jue |
author_sort | Wang, Meixia |
collection | PubMed |
description | OBJECTIVES: To investigate the associations between the overall burden of comorbidity, inflammatory indicators in plasma and Ct values among the elderly with COVID-19. METHODS: We conducted a retrospective observational study. The results of each nucleic acid test of during hospitalization were obtained. Linear regression models assessed the associations between the overall burden of comorbidity, inflammatory indicators in plasma and Ct values among the elderly. A causal mediation analysis was performed to assess the mediation effects of inflammatory indicators on the association between the overall burden of comorbidity and Ct values. RESULTS: A total of 767 COVID-19 patients aged ≥ 60 years were included between April 2022 and May 2022. Patients with a high burden of comorbidity had significantly lower Ct values of the ORF gene than subjects with a low burden of comorbidity (median, 24.81 VS 26.58, P < 0.05). Linear regression models showed that a high burden of comorbidity was significantly associated with higher inflammatory responses, including white blood cell count, neutrophil count and C-reactive protein. Also, white blood cell count, neutrophil count, C-reactive protein and the overall burden of comorbidity assessed by age-adjusted Charlson comorbidity index were independent risk factors for the Ct values. A mediation analysis detected the mediation effect of white blood cells on the association between the burden of comorbidity and Ct values, with the indirect effect estimates of 0.381 (95% CI: 0.166, 0.632, P < 0.001). Similarly, the indirect effect of C-reactive protein was -0.307 (95% CI: -0.645, -0.064, P = 0.034). White blood cells and C-reactive protein significantly mediated the relationship between the burden of comorbidity and Ct values by 29.56% and 18.13% of the total effect size, respectively. CONCLUSIONS: Inflammation mediated the association between the overall burden of comorbidity and Ct values among elderly with COVID-19, which suggests that combined immunomodulatory therapies could reduce the Ct values for such patients with a high burden of comorbidity. |
format | Online Article Text |
id | pubmed-10043200 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100432002023-03-29 Association between the overall burden of comorbidity and Ct values among the older patients with Omicron infection: Mediated by inflammation Wang, Meixia Mi, Hongfei Li, Na Shi, Qingfeng Sun, Wei He, Tingjuan Lin, Jiabing Jin, Wenting Gao, Xiaodong Hu, Bijie Su, Chenghao Pan, Jue Front Immunol Immunology OBJECTIVES: To investigate the associations between the overall burden of comorbidity, inflammatory indicators in plasma and Ct values among the elderly with COVID-19. METHODS: We conducted a retrospective observational study. The results of each nucleic acid test of during hospitalization were obtained. Linear regression models assessed the associations between the overall burden of comorbidity, inflammatory indicators in plasma and Ct values among the elderly. A causal mediation analysis was performed to assess the mediation effects of inflammatory indicators on the association between the overall burden of comorbidity and Ct values. RESULTS: A total of 767 COVID-19 patients aged ≥ 60 years were included between April 2022 and May 2022. Patients with a high burden of comorbidity had significantly lower Ct values of the ORF gene than subjects with a low burden of comorbidity (median, 24.81 VS 26.58, P < 0.05). Linear regression models showed that a high burden of comorbidity was significantly associated with higher inflammatory responses, including white blood cell count, neutrophil count and C-reactive protein. Also, white blood cell count, neutrophil count, C-reactive protein and the overall burden of comorbidity assessed by age-adjusted Charlson comorbidity index were independent risk factors for the Ct values. A mediation analysis detected the mediation effect of white blood cells on the association between the burden of comorbidity and Ct values, with the indirect effect estimates of 0.381 (95% CI: 0.166, 0.632, P < 0.001). Similarly, the indirect effect of C-reactive protein was -0.307 (95% CI: -0.645, -0.064, P = 0.034). White blood cells and C-reactive protein significantly mediated the relationship between the burden of comorbidity and Ct values by 29.56% and 18.13% of the total effect size, respectively. CONCLUSIONS: Inflammation mediated the association between the overall burden of comorbidity and Ct values among elderly with COVID-19, which suggests that combined immunomodulatory therapies could reduce the Ct values for such patients with a high burden of comorbidity. Frontiers Media S.A. 2023-03-14 /pmc/articles/PMC10043200/ /pubmed/36999038 http://dx.doi.org/10.3389/fimmu.2023.1145044 Text en Copyright © 2023 Wang, Mi, Li, Shi, Sun, He, Lin, Jin, Gao, Hu, Su and Pan https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Wang, Meixia Mi, Hongfei Li, Na Shi, Qingfeng Sun, Wei He, Tingjuan Lin, Jiabing Jin, Wenting Gao, Xiaodong Hu, Bijie Su, Chenghao Pan, Jue Association between the overall burden of comorbidity and Ct values among the older patients with Omicron infection: Mediated by inflammation |
title | Association between the overall burden of comorbidity and Ct values among the older patients with Omicron infection: Mediated by inflammation |
title_full | Association between the overall burden of comorbidity and Ct values among the older patients with Omicron infection: Mediated by inflammation |
title_fullStr | Association between the overall burden of comorbidity and Ct values among the older patients with Omicron infection: Mediated by inflammation |
title_full_unstemmed | Association between the overall burden of comorbidity and Ct values among the older patients with Omicron infection: Mediated by inflammation |
title_short | Association between the overall burden of comorbidity and Ct values among the older patients with Omicron infection: Mediated by inflammation |
title_sort | association between the overall burden of comorbidity and ct values among the older patients with omicron infection: mediated by inflammation |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10043200/ https://www.ncbi.nlm.nih.gov/pubmed/36999038 http://dx.doi.org/10.3389/fimmu.2023.1145044 |
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