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Montrucchio G, Balzani E, Sales G, Bolla C, Sarda C, Della Selva A, Perotto M, Pomero F, Ravera E, Rumbolo F, Callegari T, Fanelli V, Mengozzi G, Brazzi L. Critical and non-critical coronavirus disease 2019 patients: which is the most predictive biomarker for disease severity and outcome?: A multicentre prospective cohort study comparing mid-regional pro-adrenomedullin, inflammatory and immunological patterns. EUROPEAN JOURNAL OF ANAESTHESIOLOGY AND INTENSIVE CARE 2023; 2:e0039. [PMID: 39916726 PMCID: PMC11798374 DOI: 10.1097/ea9.0000000000000039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/09/2025]
Abstract
BACKGROUND Severe acute respiratory syndrome-coronavirus-2 in coronavirus disease 2019 (COVID-19) patients leads to a wide range of clinical manifestations. The evaluation of mid-regional pro-adrenomedullin (MR-proADM) as a prognostic biomarker in noncritical wards (NON-ICU) and intensive care units (ICU), may have a potential in predicting disease severity and outcomes. OBJECTIVE To assess the difference in the prognostic power of MR-proADM in NON-ICU wards and in ICUs in a prospective multicentre cohort study. DESIGN From January to July 2021, all adult COVID-19 patients requiring admission for more than 48 h. SETTING One primary centre and two secondary centre hospitals. PATIENTS One hundred and twenty-three ICU and 77 NON-ICU patients. INTERVENTION MR-proADM, lymphocyte subpopulations and immunoglobulins were measured within 48 h and on days 3 and 7. A Log-rank test was used to compare survival curves, using a MR-proADM cut-off value of 1.5 nmol l-1. The predictive ability for mortality was compared using the area under the curve and 95% confidence interval (CI) of different receiver-operating characteristic curves. MAIN OUTCOME MEASURES The first 48 h MR-proADM values were significantly higher in the ICU group (median value 1.10 [IQR, 0.80 to 1.73] pg ml-1 vs. 0.90 [0.70 to 1.20] pg ml-1, P = 0.020), and statistically significant changes were observed over time for MR-proADM, CD3+, CD4+ and CD56+. In univariate analysis, MR-proADM was the only biomarker that significantly predicted mortality (P = 0.006). The logistic regression model showed an odds ratio for mortality equal to 1.83 (95% CI, 1.08 to 3.37) P = 0.035 for MR-proADM, 1.37 (1.15 to 1.68) P = 0.001 for MuLBSTA and 1.11 (1.05 to 1.18) P less than 0.001 for SAPS II. CONCLUSION MR-proADM admission values and trends over time appear to be a suitable marker of illness severity and a patient's risk of mortality in both ICU and NON-ICU settings. Lymphocyte subpopulation dysfunction seems to play a role in defining the severity of COVID-19 but is limited to ICU setting. TRIAL REGISTRATION on clinicaltrials.gov, NCT04873388 registered on March 2020.
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Affiliation(s)
- Giorgia Montrucchio
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Eleonora Balzani
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Gabriele Sales
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Cesare Bolla
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Cristina Sarda
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Andrea Della Selva
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Massimo Perotto
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Fulvio Pomero
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Enrico Ravera
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Francesca Rumbolo
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Tiziana Callegari
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Vito Fanelli
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Giulio Mengozzi
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
| | - Luca Brazzi
- From the Department of Surgical Sciences, University of Turin (GM, EB, GS, VF, lB), Department of Anaesthesia, Critical Care and Emergency - Città Della Salute e Della Scienza Hospital, Turin (GM, GS, VF, LB), Unit of Infectious Diseases, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (CB, CS), Department of Emergency, Anesthesia and Critical Care Medicine (ADS, ER), Department of Emergency Medicine (MP), Department of Internal Medicine, Michele e Pietro Ferrero Hospital, Verduno (FP), Clinical Biochemistry Laboratory, Città Della Salute e Della Scienza Hospital, Torino (FR, GM), Clinical Biochemistry Laboratory, ASO SS. Antonio e Biagio e Cesare Arrigo, Alessandria (TC) and Department of Medical Sciences, University of Turin, Torino, Italy (GM)
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Montrucchio G, Sales G, Balzani E, Lombardo D, Giaccone A, Cantù G, D'Antonio G, Rumbolo F, Corcione S, Simonetti U, Bonetto C, Zanierato M, Fanelli V, Filippini C, Mengozzi G, Brazzi L. Effectiveness of mid-regional pro-adrenomedullin, compared to other biomarkers (including lymphocyte subpopulations and immunoglobulins), as a prognostic biomarker in COVID-19 critically ill patients: New evidence from a 15-month observational prospective study. Front Med (Lausanne) 2023; 10:1122367. [PMID: 37035317 PMCID: PMC10080079 DOI: 10.3389/fmed.2023.1122367] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 02/20/2023] [Indexed: 04/11/2023] Open
Abstract
Background Mid-regional pro-adrenomedullin (MR-proADM), an endothelium-related peptide, is a predictor of death and multi-organ failure in respiratory infections and sepsis and seems to be effective in identifying COVID-19 severe forms. The study aims to evaluate the effectiveness of MR-proADM in comparison to routine inflammatory biomarkers, lymphocyte subpopulations, and immunoglobulin (Ig) at an intensive care unit (ICU) admission and over time in predicting mortality in patients with severe COVID-19. Methods All adult patients with COVID-19 pneumonia admitted between March 2020 and June 2021 in the ICUs of a university hospital in Italy were enrolled. MR-proADM, lymphocyte subpopulations, Ig, and routine laboratory tests were measured within 48 h and on days 3 and 7. The log-rank test was used to compare survival curves with MR-proADM cutoff value of >1.5 nmol/L. Predictive ability was compared using the area under the curve (AUC) and 95% confidence interval (CI) of different receiver-operating characteristic curves. Results A total of 209 patients, with high clinical severity [SOFA 7, IQR 4-9; SAPS II 52, IQR 41-59; median viral pneumonia mortality score (MuLBSTA)-11, IQR 9-13] were enrolled. ICU and overall mortality were 55.5 and 60.8%, respectively. Procalcitonin, lactate dehydrogenase, D-dimer, the N-terminal prohormone of brain natriuretic peptide, myoglobin, troponin, neutrophil count, lymphocyte count, and natural killer lymphocyte count were significantly different between survivors and non-survivors, while lymphocyte subpopulations and Ig were not different in the two groups. MR-proADM was significantly higher in non-survivors (1.17 ± 0.73 vs. 2.31 ± 2.63, p < 0.0001). A value of >1.5 nmol/L was an independent risk factor for mortality at day 28 [odds ratio of 1.9 (95% CI: 1.220-3.060)] after adjusting for age, lactate at admission, SOFA, MuLBSTA, superinfections, cardiovascular disease, and respiratory disease. On days 3 and 7 of the ICU stay, the MR-proADM trend evaluated within 48 h of admission maintained a correlation with mortality (p < 0.0001). Compared to all other biomarkers considered, the MR-proADM value within 48 h had the best accuracy in predicting mortality at day 28 [AUC = 0.695 (95% CI: 0.624-0.759)]. Conclusion MR-proADM seems to be the best biomarker for the stratification of mortality risk in critically ill patients with COVID-19. The Ig levels and lymphocyte subpopulations (except for natural killers) seem not to be correlated with mortality. Larger, multicentric studies are needed to confirm these findings.
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Affiliation(s)
- Giorgia Montrucchio
- Department of Surgical Sciences, University of Turin, Turin, Italy
- Department of Anesthesia, Critical Care and Emergency, “Città della Salute e della Scienza” Hospital, Turin, Italy
- *Correspondence: Giorgia Montrucchio
| | - Gabriele Sales
- Department of Surgical Sciences, University of Turin, Turin, Italy
- Department of Anesthesia, Critical Care and Emergency, “Città della Salute e della Scienza” Hospital, Turin, Italy
| | - Eleonora Balzani
- Department of Surgical Sciences, University of Turin, Turin, Italy
| | - Davide Lombardo
- Department of Surgical Sciences, University of Turin, Turin, Italy
| | - Alice Giaccone
- Department of Surgical Sciences, University of Turin, Turin, Italy
| | - Giulia Cantù
- Department of Surgical Sciences, University of Turin, Turin, Italy
| | - Giulia D'Antonio
- Department of Surgical Sciences, University of Turin, Turin, Italy
| | - Francesca Rumbolo
- Clinical Biochemistry Laboratory, Department of Laboratory Medicine, “Città della Salute e della Scienza” Hospital, Turin, Italy
| | - Silvia Corcione
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Umberto Simonetti
- Department of Anesthesia, Critical Care and Emergency, “Città della Salute e della Scienza” Hospital, Turin, Italy
| | - Chiara Bonetto
- Department of Anesthesia, Critical Care and Emergency, “Città della Salute e della Scienza” Hospital, Turin, Italy
| | - Marinella Zanierato
- Department of Anesthesia, Critical Care and Emergency, “Città della Salute e della Scienza” Hospital, Turin, Italy
| | - Vito Fanelli
- Department of Surgical Sciences, University of Turin, Turin, Italy
- Department of Anesthesia, Critical Care and Emergency, “Città della Salute e della Scienza” Hospital, Turin, Italy
| | | | - Giulio Mengozzi
- Clinical Biochemistry Laboratory, Department of Laboratory Medicine, “Città della Salute e della Scienza” Hospital, Turin, Italy
| | - Luca Brazzi
- Department of Surgical Sciences, University of Turin, Turin, Italy
- Department of Anesthesia, Critical Care and Emergency, “Città della Salute e della Scienza” Hospital, Turin, Italy
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