Respiratory Research (Aug 2022)
Identification of COVID-19 patients at risk of hospital admission and mortality: a European multicentre retrospective analysis of mid-regional pro-adrenomedullin
- Emanuela Sozio,
- Nathan A. Moore,
- Martina Fabris,
- Andrea Ripoli,
- Francesca Rumbolo,
- Marilena Minieri,
- Riccardo Boverio,
- María Dolores Rodríguez Mulero,
- Sara Lainez-Martinez,
- Mónica Martínez Martínez,
- Dolores Calvo,
- Claudia Gregoriano,
- Rebecca Williams,
- Luca Brazzi,
- Alessandro Terrinoni,
- Tiziana Callegari,
- Marta Hernández Olivo,
- Patricia Esteban-Torrella,
- Ismael Calcerrada,
- Luca Bernasconi,
- Stephen P. Kidd,
- Francesco Sbrana,
- Iria Miguens,
- Kirsty Gordon,
- Daniela Visentini,
- Jacopo M. Legramante,
- Flavio Bassi,
- Nicholas Cortes,
- Giorgia Montrucchio,
- Vito N. Di Lecce,
- Ernesto C. Lauritano,
- Luis García de Guadiana-Romualdo,
- Juan González del Castillo,
- Enrique Bernal-Morell,
- David Andaluz-Ojeda,
- Philipp Schuetz,
- Francesco Curcio,
- Carlo Tascini,
- Kordo Saeed
Affiliations
- Emanuela Sozio
- Infectious Disease Unit, Azienda Sanitaria Universitaria Integrata di Udine (ASU FC)
- Nathan A. Moore
- Department of Microbiology, Basingstoke and North Hampshire Hospital, Hampshire Hospitals NHS Foundation Trust
- Martina Fabris
- Institute of Clinical Pathology, Azienda Sanitaria Universitaria Integrata di Udine (ASU FC)
- Andrea Ripoli
- Fondazione Toscana “Gabriele Monasterio”
- Francesca Rumbolo
- Clinical Biochemistry Laboratory, Città Della Salute e della Scienza Hospital, University of Turin
- Marilena Minieri
- Department of Experimental Medicine, University of Rome Tor Vergata
- Riccardo Boverio
- Emergency Medicine, Azienda Ospedaliera Nazionale Santi Antonio e Biagio e Cesare Arrigo
- María Dolores Rodríguez Mulero
- Critical Care Unit, Hospital Universitario Santa Lucía
- Sara Lainez-Martinez
- Emergency Department, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria San Carlos
- Mónica Martínez Martínez
- Infectious Disease Unit, Hospital Universitario Reina Sofía
- Dolores Calvo
- Laboratory Medicine Department, Hospital Clínico Universitario
- Claudia Gregoriano
- Medical University Department of Internal Medicine, Cantonal Hospital Aarau
- Rebecca Williams
- Department of Microbiology, Basingstoke and North Hampshire Hospital, Hampshire Hospitals NHS Foundation Trust
- Luca Brazzi
- Department of Surgical Sciences, University of Turin
- Alessandro Terrinoni
- Department of Experimental Medicine, University of Rome Tor Vergata
- Tiziana Callegari
- Clinical Pathology Laboratory, Azienda Ospedaliera Nazionale Santi Antonio e Biagio e Cesare Arrigo
- Marta Hernández Olivo
- Pneumology Department, Hospital Universitario Santa Lucía
- Patricia Esteban-Torrella
- Laboratory Medicine Department, Hospital Universitario Reina Sofía
- Ismael Calcerrada
- Primary Care Medina del Campo Urbano Area
- Luca Bernasconi
- Institute of Laboratory Medicine, Cantonal Hospital Aarau
- Stephen P. Kidd
- Department of Microbiology, Basingstoke and North Hampshire Hospital, Hampshire Hospitals NHS Foundation Trust
- Francesco Sbrana
- Fondazione Toscana “Gabriele Monasterio”
- Iria Miguens
- Emergency Service, University Hospital Gregorio Marañón and “Gregorio Marañón” Health Research Institute (IISGM)
- Kirsty Gordon
- Department of Biochemistry, Basingstoke and North Hampshire Hospital, Hampshire Hospitals NHS Foundation Trust
- Daniela Visentini
- Institute of Clinical Pathology, Azienda Sanitaria Universitaria Integrata di Udine (ASU FC)
- Jacopo M. Legramante
- Department of Systems Medicine, University of Rome Tor Vergata
- Flavio Bassi
- Department of Anesthesia and Intensive Care Medicine, Azienda Sanitaria Universitaria Integrata di Udine (ASU FC)
- Nicholas Cortes
- Department of Microbiology, Basingstoke and North Hampshire Hospital, Hampshire Hospitals NHS Foundation Trust
- Giorgia Montrucchio
- Department of Surgical Sciences, University of Turin
- Vito N. Di Lecce
- Emergency Department, Tor Vergata University Hospital
- Ernesto C. Lauritano
- Emergency Medicine, Azienda Ospedaliera Nazionale Santi Antonio e Biagio e Cesare Arrigo
- Luis García de Guadiana-Romualdo
- Laboratory Medicine Department, Hospital Universitario Santa Lucía
- Juan González del Castillo
- Emergency Department, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria San Carlos
- Enrique Bernal-Morell
- Infectious Disease Unit, Hospital Universitario Reina Sofía
- David Andaluz-Ojeda
- Department of Intensive Care, Hospital Universitario HM Sanchinarro
- Philipp Schuetz
- Medical University Department of Internal Medicine, Cantonal Hospital Aarau
- Francesco Curcio
- Institute of Clinical Pathology, Azienda Sanitaria Universitaria Integrata di Udine (ASU FC)
- Carlo Tascini
- Infectious Disease Unit, Azienda Sanitaria Universitaria Integrata di Udine (ASU FC)
- Kordo Saeed
- Faculty of Medicine, University of Southampton
- DOI
- https://doi.org/10.1186/s12931-022-02151-1
- Journal volume & issue
-
Vol. 23,
no. 1
pp. 1 – 12
Abstract
Abstract Background Mid-Regional pro-Adrenomedullin (MR-proADM) is an inflammatory biomarker that improves the prognostic assessment of patients with sepsis, septic shock and organ failure. Previous studies of MR-proADM have primarily focussed on bacterial infections. A limited number of small and monocentric studies have examined MR-proADM as a prognostic factor in patients infected with SARS-CoV-2, however there is need for multicenter validation. An evaluation of its utility in predicting need for hospitalisation in viral infections was also performed. Methods An observational retrospective analysis of 1861 patients, with SARS-CoV-2 confirmed by RT-qPCR, from 10 hospitals across Europe was performed. Biomarkers, taken upon presentation to Emergency Departments (ED), clinical scores, patient demographics and outcomes were collected. Multiclass random forest classifier models were generated as well as calculation of area under the curve analysis. The primary endpoint was hospital admission with and without death. Results Patients suitable for safe discharge from Emergency Departments could be identified through an MR-proADM value of ≤ 1.02 nmol/L in combination with a CRP (C-Reactive Protein) of ≤ 20.2 mg/L and age ≤ 64, or in combination with a SOFA (Sequential Organ Failure Assessment) score 0.85 nmol/L, in combination with a SOFA score ≥ 2 and LDH > 720 U/L, or in combination with a CRP > 29.26 mg/L and age ≤ 64, when MR-proADM was > 1.02 nmol/L. Conclusions This international study suggests that for patients presenting to the ED with confirmed SARS-CoV-2 infection, MR-proADM in combination with age and CRP or with the patient’s SOFA score could identify patients at low risk where outpatient treatment may be safe.
Keywords