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Progranulin signaling in sepsis, community-acquired bacterial pneumonia and COVID-19: a comparative, observational study
BACKGROUND: Progranulin is a widely expressed pleiotropic growth factor with a central regulatory effect during the early immune response in sepsis. Progranulin signaling has not been systematically studied and compared between sepsis, community-acquired pneumonia (CAP), COVID-19 pneumonia and a ste...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8412980/ https://www.ncbi.nlm.nih.gov/pubmed/34476621 http://dx.doi.org/10.1186/s40635-021-00406-7 |
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author | Brandes, Florian Borrmann, Melanie Buschmann, Dominik Meidert, Agnes S. Reithmair, Marlene Langkamp, Markus Pridzun, Lutz Kirchner, Benedikt Billaud, Jean-Noël Amin, Nirav M. Pearson, Joseph C. Klein, Matthias Hauer, Daniela Gevargez Zoubalan, Clarissa Lindemann, Anja Choukér, Alexander Felbinger, Thomas W. Steinlein, Ortrud K. Pfaffl, Michael W. Kaufmann, Ines Schelling, Gustav |
author_facet | Brandes, Florian Borrmann, Melanie Buschmann, Dominik Meidert, Agnes S. Reithmair, Marlene Langkamp, Markus Pridzun, Lutz Kirchner, Benedikt Billaud, Jean-Noël Amin, Nirav M. Pearson, Joseph C. Klein, Matthias Hauer, Daniela Gevargez Zoubalan, Clarissa Lindemann, Anja Choukér, Alexander Felbinger, Thomas W. Steinlein, Ortrud K. Pfaffl, Michael W. Kaufmann, Ines Schelling, Gustav |
author_sort | Brandes, Florian |
collection | PubMed |
description | BACKGROUND: Progranulin is a widely expressed pleiotropic growth factor with a central regulatory effect during the early immune response in sepsis. Progranulin signaling has not been systematically studied and compared between sepsis, community-acquired pneumonia (CAP), COVID-19 pneumonia and a sterile systemic inflammatory response (SIRS). We delineated molecular networks of progranulin signaling by next-generation sequencing (NGS), determined progranulin plasma concentrations and quantified the diagnostic performance of progranulin to differentiate between the above-mentioned disorders using the established biomarkers procalcitonin (PCT), interleukin-6 (IL-6) and C-reactive protein (CRP) for comparison. METHODS: The diagnostic performance of progranulin was operationalized by calculating AUC and ROC statistics for progranulin and established biomarkers in 241 patients with sepsis, 182 patients with SIRS, 53 patients with CAP, 22 patients with COVID-19 pneumonia and 53 healthy volunteers. miRNAs and mRNAs in blood cells from sepsis patients (n = 7) were characterized by NGS and validated by RT-qPCR in an independent cohort (n = 39) to identify canonical gene networks associated with upregulated progranulin at sepsis onset. RESULTS: Plasma concentrations of progranulin (ELISA) in patients with sepsis were 57.5 (42.8–84.9, Q25–Q75) ng/ml and significantly higher than in CAP (38.0, 33.5–41.0 ng/ml, p < 0.001), SIRS (29.0, 25.0–35.0 ng/ml, p < 0.001) and the healthy state (28.7, 25.5–31.7 ng/ml, p < 0.001). Patients with COVID-19 had significantly higher progranulin concentrations than patients with CAP (67.6, 56.6–96.0 vs. 38.0, 33.5–41.0 ng/ml, p < 0.001). The diagnostic performance of progranulin for the differentiation between sepsis vs. SIRS (n = 423) was comparable to that of procalcitonin. AUC was 0.90 (95% CI = 0.87–0.93) for progranulin and 0.92 (CI = 0.88–0.96, p = 0.323) for procalcitonin. Progranulin showed high discriminative power to differentiate bacterial CAP from COVID-19 (sensitivity 0.91, specificity 0.94, AUC 0.91 (CI = 0.8–1.0) and performed significantly better than PCT, IL-6 and CRP. NGS and partial RT-qPCR confirmation revealed a transcriptomic network of immune cells with upregulated progranulin and sortilin transcripts as well as toll-like-receptor 4 and tumor-protein 53, regulated by miR-16 and others. CONCLUSIONS: Progranulin signaling is elevated during the early antimicrobial response in sepsis and differs significantly between sepsis, CAP, COVID-19 and SIRS. This suggests that progranulin may serve as a novel indicator for the differentiation between these disorders. Trial registration: Clinicaltrials.gov registration number NCT03280576 Registered November 19, 2015. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40635-021-00406-7. |
format | Online Article Text |
id | pubmed-8412980 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-84129802021-09-03 Progranulin signaling in sepsis, community-acquired bacterial pneumonia and COVID-19: a comparative, observational study Brandes, Florian Borrmann, Melanie Buschmann, Dominik Meidert, Agnes S. Reithmair, Marlene Langkamp, Markus Pridzun, Lutz Kirchner, Benedikt Billaud, Jean-Noël Amin, Nirav M. Pearson, Joseph C. Klein, Matthias Hauer, Daniela Gevargez Zoubalan, Clarissa Lindemann, Anja Choukér, Alexander Felbinger, Thomas W. Steinlein, Ortrud K. Pfaffl, Michael W. Kaufmann, Ines Schelling, Gustav Intensive Care Med Exp Research Articles BACKGROUND: Progranulin is a widely expressed pleiotropic growth factor with a central regulatory effect during the early immune response in sepsis. Progranulin signaling has not been systematically studied and compared between sepsis, community-acquired pneumonia (CAP), COVID-19 pneumonia and a sterile systemic inflammatory response (SIRS). We delineated molecular networks of progranulin signaling by next-generation sequencing (NGS), determined progranulin plasma concentrations and quantified the diagnostic performance of progranulin to differentiate between the above-mentioned disorders using the established biomarkers procalcitonin (PCT), interleukin-6 (IL-6) and C-reactive protein (CRP) for comparison. METHODS: The diagnostic performance of progranulin was operationalized by calculating AUC and ROC statistics for progranulin and established biomarkers in 241 patients with sepsis, 182 patients with SIRS, 53 patients with CAP, 22 patients with COVID-19 pneumonia and 53 healthy volunteers. miRNAs and mRNAs in blood cells from sepsis patients (n = 7) were characterized by NGS and validated by RT-qPCR in an independent cohort (n = 39) to identify canonical gene networks associated with upregulated progranulin at sepsis onset. RESULTS: Plasma concentrations of progranulin (ELISA) in patients with sepsis were 57.5 (42.8–84.9, Q25–Q75) ng/ml and significantly higher than in CAP (38.0, 33.5–41.0 ng/ml, p < 0.001), SIRS (29.0, 25.0–35.0 ng/ml, p < 0.001) and the healthy state (28.7, 25.5–31.7 ng/ml, p < 0.001). Patients with COVID-19 had significantly higher progranulin concentrations than patients with CAP (67.6, 56.6–96.0 vs. 38.0, 33.5–41.0 ng/ml, p < 0.001). The diagnostic performance of progranulin for the differentiation between sepsis vs. SIRS (n = 423) was comparable to that of procalcitonin. AUC was 0.90 (95% CI = 0.87–0.93) for progranulin and 0.92 (CI = 0.88–0.96, p = 0.323) for procalcitonin. Progranulin showed high discriminative power to differentiate bacterial CAP from COVID-19 (sensitivity 0.91, specificity 0.94, AUC 0.91 (CI = 0.8–1.0) and performed significantly better than PCT, IL-6 and CRP. NGS and partial RT-qPCR confirmation revealed a transcriptomic network of immune cells with upregulated progranulin and sortilin transcripts as well as toll-like-receptor 4 and tumor-protein 53, regulated by miR-16 and others. CONCLUSIONS: Progranulin signaling is elevated during the early antimicrobial response in sepsis and differs significantly between sepsis, CAP, COVID-19 and SIRS. This suggests that progranulin may serve as a novel indicator for the differentiation between these disorders. Trial registration: Clinicaltrials.gov registration number NCT03280576 Registered November 19, 2015. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40635-021-00406-7. Springer International Publishing 2021-09-03 /pmc/articles/PMC8412980/ /pubmed/34476621 http://dx.doi.org/10.1186/s40635-021-00406-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Articles Brandes, Florian Borrmann, Melanie Buschmann, Dominik Meidert, Agnes S. Reithmair, Marlene Langkamp, Markus Pridzun, Lutz Kirchner, Benedikt Billaud, Jean-Noël Amin, Nirav M. Pearson, Joseph C. Klein, Matthias Hauer, Daniela Gevargez Zoubalan, Clarissa Lindemann, Anja Choukér, Alexander Felbinger, Thomas W. Steinlein, Ortrud K. Pfaffl, Michael W. Kaufmann, Ines Schelling, Gustav Progranulin signaling in sepsis, community-acquired bacterial pneumonia and COVID-19: a comparative, observational study |
title | Progranulin signaling in sepsis, community-acquired bacterial pneumonia and COVID-19: a comparative, observational study |
title_full | Progranulin signaling in sepsis, community-acquired bacterial pneumonia and COVID-19: a comparative, observational study |
title_fullStr | Progranulin signaling in sepsis, community-acquired bacterial pneumonia and COVID-19: a comparative, observational study |
title_full_unstemmed | Progranulin signaling in sepsis, community-acquired bacterial pneumonia and COVID-19: a comparative, observational study |
title_short | Progranulin signaling in sepsis, community-acquired bacterial pneumonia and COVID-19: a comparative, observational study |
title_sort | progranulin signaling in sepsis, community-acquired bacterial pneumonia and covid-19: a comparative, observational study |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8412980/ https://www.ncbi.nlm.nih.gov/pubmed/34476621 http://dx.doi.org/10.1186/s40635-021-00406-7 |
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