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Belmonte T, Perez-Pons M, Benítez ID, Molinero M, García-Hidalgo MC, Rodríguez-Muñoz C, Gort-Paniello C, Moncusí-Moix A, Madè A, Devaux Y, Martelli F, Ortega A, González J, Torres G, Barbé F, de Gonzalo-Calvo D. Addressing the unsolved challenges in microRNA-based biomarker development: Suitable endogenous reference microRNAs for SARS-CoV-2 infection severity. Int J Biol Macromol 2024; 269:131926. [PMID: 38688344 DOI: 10.1016/j.ijbiomac.2024.131926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 04/24/2024] [Accepted: 04/25/2024] [Indexed: 05/02/2024]
Abstract
Circulating cell-free microRNAs (miRNAs) are promising biomarkers for medical decision-making. Suitable endogenous controls are essential to ensure reproducibility. We aimed to identify and validate endogenous reference miRNAs for qPCR data normalization in samples from SARS-CoV-2-infected hospitalized patients. We used plasma samples (n = 170) from COVID-19 patients collected at hospital admission (COVID-Ponent project, www.clinicaltrials.gov/NCT04824677). First, 179 miRNAs were profiled using RT-qPCR. After stability assessment, candidates were validated using the same methodology. miRNA stability was analyzed using the geNorm, NormFinder and BestKeeper algorithms. Stability was further evaluated using an RNA-seq dataset derived from COVID-19 hospitalized patients, along with plasma samples from patients with critical COVID-19 profiled using RT-qPCR. In the screening phase, after strict control of expression levels, stability assessment selected eleven candidates (miR-17-5p, miR-20a-5p, miR-30e-5p, miR-106a-5p, miR-151a-5p, miR-185-5p, miR-191-5p, miR-423-3p, miR-425-5p, miR-484 and miR-625-5p). In the validation phase, all algorithms identified miR-106a-5p and miR-484 as top endogenous controls. No association was observed between these miRNAs and clinical or sociodemographic characteristics. Both miRNAs were stably detected and showed low variability in the additional analyses. In conclusion, a 2-miRNA panel composed of miR-106a-5p and miR-484 constitutes a first-line normalizer for miRNA-based biomarker development using qPCR in hospitalized patients infected with SARS-CoV-2.
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Affiliation(s)
- Thalia Belmonte
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Manel Perez-Pons
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Marta Molinero
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - María C García-Hidalgo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Carlos Rodríguez-Muñoz
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Alisia Madè
- Molecular Cardiology Laboratory, IRCCS Policlinico San Donato, Via Morandi 30, San Donato Milanese, 20097 MI, Italy
| | - Yvan Devaux
- Cardiovascular Research Unit, Department of Precision Health, Luxembourg Institute of Health, L-1445 Strassen, Luxembourg
| | - Fabio Martelli
- Molecular Cardiology Laboratory, IRCCS Policlinico San Donato, Via Morandi 30, San Donato Milanese, 20097 MI, Italy
| | - Alicia Ortega
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Gerencia Regional de Salud de Castilla y León, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ferrán Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
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2
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Henríquez-Beltrán M, Vaca R, Benítez ID, González J, Santisteve S, Aguilà M, Minguez O, Moncusí-Moix A, Gort-Paniello C, Torres G, Labarca G, Caballero J, Barberà C, Torres A, de Gonzalo-Calvo D, Barbé F, Targa ADS. Sleep and Circadian Health of Critical Survivors: A 12-Month Follow-Up Study. Crit Care Med 2024:00003246-990000000-00326. [PMID: 38597721 DOI: 10.1097/ccm.0000000000006298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/11/2024]
Abstract
OBJECTIVES To investigate the sleep and circadian health of critical survivors 12 months after hospital discharge and to evaluate a possible effect of the severity of the disease within this context. DESIGN Observational, prospective study. SETTING Single-center study. PATIENTS Two hundred sixty patients admitted to the ICU due to severe acute respiratory syndrome coronavirus 2 infection. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS The cohort was composed of 260 patients (69.2% males), with a median (quartile 1-quartile 3) age of 61.5 years (52.0-67.0 yr). The median length of ICU stay was 11.0 days (6.00-21.8 d), where 56.2% of the patients required invasive mechanical ventilation (IMV). The Pittsburgh Sleep Quality Index (PSQI) revealed that 43.1% of the cohort presented poor sleep quality 12 months after hospital discharge. Actigraphy data indicated an influence of the disease severity on the fragmentation of the circadian rest-activity rhythm at the 3- and 6-month follow-ups, which was no longer significant in the long term. Still, the length of the ICU stay and the duration of IMV predicted a higher fragmentation of the rhythm at the 12-month follow-up with effect sizes (95% CI) of 0.248 (0.078-0.418) and 0.182 (0.005-0.359), respectively. Relevant associations between the PSQI and the Hospital Anxiety and Depression Scale (rho = 0.55, anxiety; rho = 0.5, depression) as well as between the fragmentation of the rhythm and the diffusing lung capacity for carbon monoxide (rho = -0.35) were observed at this time point. CONCLUSIONS Our findings reveal a great prevalence of critical survivors presenting poor sleep quality 12 months after hospital discharge. Actigraphy data indicated the persistence of circadian alterations and a possible impact of the disease severity on the fragmentation of the circadian rest-activity rhythm, which was attenuated at the 12-month follow-up. This altogether highlights the relevance of considering the sleep and circadian health of critical survivors in the long term.
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Affiliation(s)
- Mario Henríquez-Beltrán
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
- Núcleo de Investigación en Ciencias de la Salud, Universidad Adventista de Chile, Chillán, Chile
| | - Rafaela Vaca
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
- CIBER of Respiratory diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
- CIBER of Respiratory diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
- CIBER of Respiratory diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Sally Santisteve
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
| | - Maria Aguilà
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
| | - Olga Minguez
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
- CIBER of Respiratory diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
- CIBER of Respiratory diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
- CIBER of Respiratory diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
- CIBER of Respiratory diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gonzalo Labarca
- Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, University of Concepcion, Concepcion, Chile
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Jesús Caballero
- Intensive Care Department, Hospital Universitari Arnau de Vilanova, Lleida, Spain
| | - Carme Barberà
- Intensive Care Department, Hospital Universitari Santa Maria, Lleida, Spain
| | - Antoni Torres
- CIBER of Respiratory diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
- CIBER of Respiratory diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
- CIBER of Respiratory diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Adriano D S Targa
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), Lleida, Spain
- CIBER of Respiratory diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
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Perez-Pons M, Molinero M, Benítez ID, García-Hidalgo MC, Chatterjee S, Bär C, González J, Torres A, Barbé F, de Gonzalo-Calvo D. MicroRNA-centered theranostics for pulmoprotection in critical COVID-19. Mol Ther Nucleic Acids 2024; 35:102118. [PMID: 38314095 PMCID: PMC10834986 DOI: 10.1016/j.omtn.2024.102118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/06/2024]
Abstract
Elucidating the pathobiological mechanisms underlying post-acute pulmonary sequelae following SARS-CoV-2 infection is essential for early interventions and patient stratification. Here, we investigated the potential of microRNAs (miRNAs) as theranostic agents for pulmoprotection in critical illness survivors. Multicenter study including 172 ICU survivors. Diffusion impairment was defined as a lung-diffusing capacity for carbon monoxide (DLCO) <80% within 12 months postdischarge. A disease-associated 16-miRNA panel was quantified in plasma samples collected at ICU admission. Bioinformatic analyses were conducted using KEGG, Reactome, GTEx, and Drug-Gene Interaction databases. The results were validated using an external RNA-seq dataset. A 3-miRNA signature linked to diffusion impairment (miR-27a-3p, miR-93-5p, and miR-199a-5p) was identified using random forest. Levels of miR-93-5p and miR-199a-5p were independently associated with the outcome, improving patient classification provided by the electronic health record. The experimentally validated targets of these miRNAs exhibited enrichment across diverse pathways, with telomere length quantification in an additional set of samples (n = 83) supporting the role of cell senescence in sequelae. Analysis of an external dataset refined the pathobiological fingerprint of pulmonary sequelae. Gene-drug interaction analysis revealed four FDA-approved drugs. Overall, this study advances our understanding of lung recovery in postacute respiratory infections, highlighting the potential of miRNAs and their targets for pulmoprotection.
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Affiliation(s)
- Manel Perez-Pons
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Marta Molinero
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D. Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - María C. García-Hidalgo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Shambhabi Chatterjee
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany
- Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Hannover, Germany
| | - Christian Bär
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany
- Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Hannover, Germany
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - CIBERESUCICOVID Project (COV20/00110, ISCIII)
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany
- Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Hannover, Germany
- Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
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Karagianni K, Bibi A, Madé A, Acharya S, Parkkonen M, Barbalata T, Srivastava PK, de Gonzalo-Calvo D, Emanueli C, Martelli F, Devaux Y, Dafou D, Nossent AY. Recommendations for detection, validation, and evaluation of RNA editing events in cardiovascular and neurological/neurodegenerative diseases. Mol Ther Nucleic Acids 2024; 35:102085. [PMID: 38192612 PMCID: PMC10772297 DOI: 10.1016/j.omtn.2023.102085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/10/2024]
Abstract
RNA editing, a common and potentially highly functional form of RNA modification, encompasses two different RNA modifications, namely adenosine to inosine (A-to-I) and cytidine to uridine (C-to-U) editing. As inosines are interpreted as guanosines by the cellular machinery, both A-to-I and C-to-U editing change the nucleotide sequence of the RNA. Editing events in coding sequences have the potential to change the amino acid sequence of proteins, whereas editing events in noncoding RNAs can, for example, affect microRNA target binding. With advancing RNA sequencing technology, more RNA editing events are being discovered, studied, and reported. However, RNA editing events are still often overlooked or discarded as sequence read quality defects. With this position paper, we aim to provide guidelines and recommendations for the detection, validation, and follow-up experiments to study RNA editing, taking examples from the fields of cardiovascular and brain disease. We discuss all steps, from sample collection, storage, and preparation, to different strategies for RNA sequencing and editing-sensitive data analysis strategies, to validation and follow-up experiments, as well as potential pitfalls and gaps in the available technologies. This paper may be used as an experimental guideline for RNA editing studies in any disease context.
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Affiliation(s)
- Korina Karagianni
- Department of Genetics, Development, and Molecular Biology, School of Biology, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece
| | - Alessia Bibi
- Molecular Cardiology Laboratory, IRCCS Policlinico San Donato, Via Morandi 30, San Donato Milanese, 20097 Milan, Italy
- Department of Biosciences, University of Milan, Milan, Italy
| | - Alisia Madé
- Molecular Cardiology Laboratory, IRCCS Policlinico San Donato, Via Morandi 30, San Donato Milanese, 20097 Milan, Italy
| | - Shubhra Acharya
- Cardiovascular Research Unit, Luxembourg Institute of Health, Strassen, Luxembourg
- Faculty of Science, Technology and Medicine, University of Luxembourg, Esch-sur-alzette, Luxembourg
| | - Mikko Parkkonen
- Research Unit of Biomedicine and Internal Medicine, Department of Pharmacology and Toxicology, University of Oulu, Oulu, Finland
| | - Teodora Barbalata
- Lipidomics Department, Institute of Cellular Biology and Pathology “Nicolae Simionescu” of the Romanian Academy, 8, B. P. Hasdeu Street, 050568 Bucharest, Romania
| | | | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | | | - Fabio Martelli
- Molecular Cardiology Laboratory, IRCCS Policlinico San Donato, Via Morandi 30, San Donato Milanese, 20097 Milan, Italy
| | - Yvan Devaux
- Cardiovascular Research Unit, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Dimitra Dafou
- Department of Genetics, Development, and Molecular Biology, School of Biology, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece
| | - A. Yaël Nossent
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
- Department of Nutrition, Exercise and Sports (NEXS), University of Copenhagen, Copenhagen, Denmark
| | - on behalf of EU-CardioRNA COST Action CA17129
- Department of Genetics, Development, and Molecular Biology, School of Biology, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece
- Molecular Cardiology Laboratory, IRCCS Policlinico San Donato, Via Morandi 30, San Donato Milanese, 20097 Milan, Italy
- Department of Biosciences, University of Milan, Milan, Italy
- Cardiovascular Research Unit, Luxembourg Institute of Health, Strassen, Luxembourg
- Faculty of Science, Technology and Medicine, University of Luxembourg, Esch-sur-alzette, Luxembourg
- Research Unit of Biomedicine and Internal Medicine, Department of Pharmacology and Toxicology, University of Oulu, Oulu, Finland
- Lipidomics Department, Institute of Cellular Biology and Pathology “Nicolae Simionescu” of the Romanian Academy, 8, B. P. Hasdeu Street, 050568 Bucharest, Romania
- National Heart & Lung Institute, Imperial College London, London, UK
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
- Department of Nutrition, Exercise and Sports (NEXS), University of Copenhagen, Copenhagen, Denmark
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5
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Dodani K, de Gonzalo-Calvo D, Sánchez-de-la-Torre M. Searching for New Biomarkers in Respiratory Medicine: Present and Future of miRNAs. Arch Bronconeumol 2024; 60:125-128. [PMID: 37932213 DOI: 10.1016/j.arbres.2023.09.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 09/28/2023] [Indexed: 11/08/2023]
Affiliation(s)
- Krish Dodani
- Precision Medicine in Chronic Diseases, Hospital Universitari Arnau de Vilanova-Santa Maria, IRB Lleida, Department of Nursing and Physiotherapy, Faculty of Nursing and Physiotherapy, University of Lleida, Lleida, Spain; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - David de Gonzalo-Calvo
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain; Translation Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Manuel Sánchez-de-la-Torre
- Precision Medicine in Chronic Diseases, Hospital Universitari Arnau de Vilanova-Santa Maria, IRB Lleida, Department of Nursing and Physiotherapy, Faculty of Nursing and Physiotherapy, University of Lleida, Lleida, Spain; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain.
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Eritja À, Caus M, Belmonte T, de Gonzalo-Calvo D, García-Carrasco A, Martinez A, Martínez M, Bozic M. microRNA Expression Profile in Obesity-Induced Kidney Disease Driven by High-Fat Diet in Mice. Nutrients 2024; 16:691. [PMID: 38474819 DOI: 10.3390/nu16050691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 02/26/2024] [Accepted: 02/27/2024] [Indexed: 03/14/2024] Open
Abstract
Obesity is one of the main causes of chronic kidney disease; however, the precise molecular mechanisms leading to the onset of kidney injury and dysfunction in obesity-associated nephropathy remain unclear. The present study aimed to unveil the kidney microRNA (miRNA) expression profile in a model of obesity-induced kidney disease in C57BL/6J mice using next-generation sequencing (NGS) analysis. High-fat diet (HFD)-induced obesity led to notable structural alterations in tubular and glomerular regions of the kidney, increased renal expression of proinflammatory and profibrotic genes, as well as an elevated renal expression of genes involved in cellular lipid metabolism. The miRNA sequencing analysis identified a set of nine miRNAs differentially expressed in the kidney upon HFD feeding, with miR-5099, miR-551b-3p, miR-223-3p, miR-146a-3p and miR-21a-3p showing the most significant differential expression between standard diet (STD) and HFD mice. A validation analysis showed that the expression levels of miR-5099, miR-551b-3p and miR-146a-3p were consistent with NGS results, while Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) enrichment analyses revealed that these three validated miRNAs modulated target genes involved in metabolic and adipocytokine pathways, fatty acid and lipid metabolism, and inflammatory, senescence and profibrotic pathways. Our results suggest that differentially expressed miRNAs play pivotal roles in the intricate pathophysiology of obesity-associated kidney disease and could potentially create novel treatment strategies to counteract the deleterious effects of obesity on kidney function.
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Affiliation(s)
- Àuria Eritja
- Vascular and Renal Translational Research Group, Biomedical Research Institute of Lleida Dr. Pifarré Foundation (IRBLleida), 25196 Lleida, Spain
| | - Maite Caus
- Vascular and Renal Translational Research Group, Biomedical Research Institute of Lleida Dr. Pifarré Foundation (IRBLleida), 25196 Lleida, Spain
| | - Thalia Belmonte
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), 25198 Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, Biomedical Research Institute of Lleida (IRBLleida), 25198 Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain
| | - Alicia García-Carrasco
- Vascular and Renal Translational Research Group, Biomedical Research Institute of Lleida Dr. Pifarré Foundation (IRBLleida), 25196 Lleida, Spain
| | - Ana Martinez
- Vascular and Renal Translational Research Group, Biomedical Research Institute of Lleida Dr. Pifarré Foundation (IRBLleida), 25196 Lleida, Spain
| | - Montserrat Martínez
- Biostatistics Unit (Biostat), Biomedical Research Institute of Lleida Dr. Pifarré Foundation (IRBLleida), 25196 Lleida, Spain
| | - Milica Bozic
- Vascular and Renal Translational Research Group, Biomedical Research Institute of Lleida Dr. Pifarré Foundation (IRBLleida), 25196 Lleida, Spain
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García-Hidalgo MC, Benítez ID, Perez-Pons M, Molinero M, Belmonte T, Rodríguez-Muñoz C, Aguilà M, Santisteve S, Torres G, Moncusí-Moix A, Gort-Paniello C, Peláez R, Larráyoz IM, Caballero J, Barberà C, Nova-Lamperti E, Torres A, González J, Barbé F, de Gonzalo-Calvo D. MicroRNA-guided drug discovery for mitigating persistent pulmonary complications in critical COVID-19 survivors: A longitudinal pilot study. Br J Pharmacol 2024. [PMID: 38359818 DOI: 10.1111/bph.16330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 12/21/2023] [Accepted: 01/02/2024] [Indexed: 02/17/2024] Open
Abstract
BACKGROUND AND PURPOSE The post-acute sequelae of SARS-CoV-2 infection pose a significant global challenge, with nearly 50% of critical COVID-19 survivors manifesting persistent lung abnormalities. The lack of understanding about the molecular mechanisms and effective treatments hampers their management. Here, we employed microRNA (miRNA) profiling to decipher the systemic molecular underpinnings of the persistent pulmonary complications. EXPERIMENTAL APPROACH We conducted a longitudinal investigation including 119 critical COVID-19 survivors. A comprehensive pulmonary evaluation was performed in the short-term (median = 94.0 days after hospital discharge) and long-term (median = 358 days after hospital discharge). Plasma miRNAs were quantified at the short-term evaluation using the gold-standard technique, RT-qPCR. The analyses combined machine learning feature selection techniques with bioinformatic investigations. Two additional datasets were incorporated for validation. KEY RESULTS In the short-term, 84% of the survivors exhibited impaired lung diffusion (DLCO < 80% of predicted). One year post-discharge, 54.4% of this patient subgroup still presented abnormal DLCO . Four feature selection methods identified two specific miRNAs, miR-9-5p and miR-486-5p, linked to persistent lung dysfunction. The downstream experimentally validated targetome included 1473 genes, with heterogeneous enriched pathways associated with inflammation, angiogenesis and cell senescence. Validation studies using RNA-sequencing and proteomic datasets emphasized the pivotal roles of cell migration and tissue repair in persistent lung dysfunction. The repositioning potential of the miRNA targets was limited. CONCLUSION AND IMPLICATIONS Our study reveals early mechanistic pathways contributing to persistent lung dysfunction in critical COVID-19 survivors, offering a promising approach for the development of targeted disease-modifying agents.
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Affiliation(s)
- María C García-Hidalgo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Manel Perez-Pons
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Marta Molinero
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Thalía Belmonte
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Carlos Rodríguez-Muñoz
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - María Aguilà
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Sally Santisteve
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Group of Precision Medicine in Chronic Diseases, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Anna Moncusí-Moix
- Group of Precision Medicine in Chronic Diseases, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Rafael Peláez
- Biomarkers and Molecular Signaling Group, Neurodegenerative Diseases Area Center for Biomedical Research of La Rioja, CIBIR, Logroño, Spain
| | - Ignacio M Larráyoz
- Biomarkers and Molecular Signaling Group, Neurodegenerative Diseases Area Center for Biomedical Research of La Rioja, CIBIR, Logroño, Spain
- BIAS, Department of Nursing, University of La Rioja, Logroño, Spain
| | - Jesús Caballero
- Grup de Recerca Medicina Intensiva, Intensive Care Department Hospital Universitari Arnau de Vilanova, Lleida, Spain
| | - Carme Barberà
- Intensive Care Department, University Hospital Santa María, IRBLleida, Lleida, Spain
| | - Estefania Nova-Lamperti
- Molecular and Translational Immunology Laboratory, Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, Universidad de Concepcion, Concepcion, Chile
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Pneumology Department, Clinic Institute of Thorax (ICT), Hospital Clinic of Barcelona, Insitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), ICREA, University of Barcelona (UB), Barcelona, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
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8
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Cilloniz C, Motos A, Canseco J, Peñasco Y, Ricart P, Abril E, García JMG, Ortiz AB, Mateo NG, Sánchez-Miralles Á, Franco N, Riera J, Ferrer R, Bustamante-Munguira E, Caballero J, Gándara AMDL, Sancho S, Masclans JR, Urrelo-Cerrón L, Carbonell N, Socías L, Barberà C, Lorente JA, Rodríguez ÓP, Menéndez R, de Gonzalo-Calvo D, Ceccato A, Fernandez-Barat L, Garcia-Gasulla D, Gabarrus A, Garcia-Vidal C, Moreno A, Barbé F, Miro JM, Torres A. Clinical Outcomes of Critical COVID-19 in HIV-Infected Adults: A Propensity Score Matched Analysis. Arch Bronconeumol 2023; 59:772-778. [PMID: 37661559 DOI: 10.1016/j.arbres.2023.07.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 07/27/2023] [Accepted: 07/28/2023] [Indexed: 09/05/2023]
Affiliation(s)
- Catia Cilloniz
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Spain; University of Barcelona, Spain; Faculty of Health Sciences, Continental University, Huancayo, Peru.
| | - Anna Motos
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Spain; University of Barcelona, Spain
| | - Joan Canseco
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Spain
| | - Yhivian Peñasco
- Intensive Medicine Department, Hospital Universitario Marqués of Valdecilla, Santander, Spain
| | - Pilar Ricart
- Intensive Medicine Department, Hospital Universitari Germans Trias, Badalona, Spain
| | - Elena Abril
- Hospital Universitario Torrejón, Madrid, Spain
| | | | - Aaron Blandino Ortiz
- Intensive Care Department, Hospital Universitario Ramón y Cajal, Madrid, Spain; Universidad de Alcalá, Madrid, Spain
| | - Nadia García Mateo
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Paseo de San Vicente, Salamanca, Spain
| | | | | | - Jordi Riera
- Intensive Care Department, Vall d'Hebron Hospital Universitari, SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Ricard Ferrer
- Intensive Care Department, Vall d'Hebron Hospital Universitari, SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | | | - Jesús Caballero
- Critical Care Department, Hospital Universitari Arnau de Vilanova, IRBLleida, Lleida, Spain
| | | | - Susana Sancho
- Critical Care Department, Hospital Universitario y Politecnico de La Fe, Valencia, Spain
| | - Joan-Ramon Masclans
- Critical Care Department, Hospital del Mar, Critical Illness Research Group (GREPAC), Institut Hospital del Mar d'Investigacions Mèdiques (IMIM), Barcelona, Spain; Department of Medicine and Life Sciences (MELIS), Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | | | - Nieves Carbonell
- Intensive Care Unit, Hospital Clinico Universitario de Valencia, Spain
| | - Lorenzo Socías
- Intensive Care Unit, Hospital Son Llàtzer, Palma de Mallorca, Illes Balears, Spain
| | | | - José A Lorente
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; Hospital Universitario de Getafe, Madrid, Spain
| | - Óscar Peñuelas Rodríguez
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; Hospital Universitario de Getafe, Madrid, Spain
| | - Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; Pulmonology Service, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - David de Gonzalo-Calvo
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; Hospital Santa Maria, IRBLleida, Lleida, Spain
| | - Adrian Ceccato
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; Critical Care Center, ParcTaulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí I3PT, Sabadell, Spain; Intensive Care Unit, Hospital Universitari Sagrat Cor, Grupo Quironsalud, Barcelona, Spain
| | - Laia Fernandez-Barat
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Spain; University of Barcelona, Spain
| | | | - Albert Gabarrus
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Spain
| | - Carolina Garcia-Vidal
- Department of Infectious Diseases, Hospital Clinic-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Asunción Moreno
- Department of Infectious Diseases, Hospital Clinic-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Ferran Barbé
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; Pulmonary Department, Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Spain
| | - José M Miro
- Department of Infectious Diseases, Hospital Clinic-IDIBAPS, University of Barcelona, Barcelona, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Madrid, Spain.
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Madrid, Spain; August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Spain; University of Barcelona, Spain; Pulmonology Department, Hospital Clinic of Barcelona, Spain
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9
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de Gonzalo-Calvo D, Martinez-Camblor P, Belmonte T, Barbé F, Duarte K, Cowie MR, Angermann CE, Korte A, Riedel I, Labus J, Koenig W, Zannad F, Thum T, Bär C. Circulating miR-133a-3p defines a low-risk subphenotype in patients with heart failure and central sleep apnea: a decision tree machine learning approach. J Transl Med 2023; 21:742. [PMID: 37864227 PMCID: PMC10588036 DOI: 10.1186/s12967-023-04558-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 09/22/2023] [Indexed: 10/22/2023] Open
Abstract
BACKGROUND Patients with heart failure with reduced ejection fraction (HFrEF) and central sleep apnea (CSA) are at a very high risk of fatal outcomes. OBJECTIVE To test whether the circulating miRNome provides additional information for risk stratification on top of clinical predictors in patients with HFrEF and CSA. METHODS The study included patients with HFrEF and CSA from the SERVE-HF trial. A three-step protocol was applied: microRNA (miRNA) screening (n = 20), technical validation (n = 60), and biological validation (n = 587). The primary outcome was either death from any cause, lifesaving cardiovascular intervention, or unplanned hospitalization for worsening of heart failure, whatever occurred first. MiRNA quantification was performed in plasma samples using miRNA sequencing and RT-qPCR. RESULTS Circulating miR-133a-3p levels were inversely associated with the primary study outcome. Nonetheless, miR-133a-3p did not improve a previously established clinical prognostic model in terms of discrimination or reclassification. A customized regression tree model constructed using the Classification and Regression Tree (CART) algorithm identified eight patient subphenotypes with specific risk patterns based on clinical and molecular characteristics. MiR-133a-3p entered the regression tree defining the group at the lowest risk; patients with log(NT-proBNP) ≤ 6 pg/mL (miR-133a-3p levels above 1.5 arbitrary units). The overall predictive capacity of suffering the event was highly stable over the follow-up (from 0.735 to 0.767). CONCLUSIONS The combination of clinical information, circulating miRNAs, and decision tree learning allows the identification of specific risk subphenotypes in patients with HFrEF and CSA.
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Affiliation(s)
- David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, IRBLleida, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Pablo Martinez-Camblor
- Anesthesiology Department, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Faculty of Health Sciences, Universidad Autonoma de Chile, Providencia, Chile
| | - Thalia Belmonte
- Translational Research in Respiratory Medicine, IRBLleida, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, IRBLleida, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Kevin Duarte
- INSERM 1433, CHRU de Nancy, Centre d'Investigations Cliniques Plurithématique, Institut Lorrain du Cœur et des Vaisseaux, Université de Lorraine, Nancy, France
| | - Martin R Cowie
- Department of Cardiology, Royal Brompton Hospital (Guy's & St Thomas's NHS Foundation Trust), London, UK
| | - Christiane E Angermann
- Comprehensive Heart Failure Center, University and University Hospital Würzburg, Würzburg, Germany
- Department of Medicine I, University Hospital Würzburg, Würzburg, Germany
| | - Andrea Korte
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Isabelle Riedel
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Josephine Labus
- Cellular Neurophysiology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Wolfgang Koenig
- Deutsches Herzzentrum München, Technische Universität München, Munich, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Munich Heart Alliance, Munich, Germany
- Institute of Epidemiology and Medical Biometry, University of Ulm, Ulm, Germany
| | - Faiez Zannad
- Université de Lorraine, Inserm, Centre d'Investigations Cliniques-Plurithématique 1433, Inserm U1116, CHRU Nancy, F-CRIN INI-CRCT Network, Nancy, France
| | - Thomas Thum
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany.
- Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Nikolai-Fuchs-Str. 1, 30625, Hannover, Germany.
| | - Christian Bär
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany.
- Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Nikolai-Fuchs-Str. 1, 30625, Hannover, Germany.
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10
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González J, Zuil M, Benítez ID, de Batlle J, Aguilà M, Santisteve S, Varvará N, Monge A, Forns N, Vaca R, Minguez O, Seck F, Gort-Paniello C, Moncusí-Moix A, Caballero J, Barberà C, de Gonzalo-Calvo D, Torres A, Barbé F. Long-term Outcomes in Critical COVID-19 Survivors: A 2-Year Longitudinal Cohort. Arch Bronconeumol 2023; 59:691-697. [PMID: 37640655 DOI: 10.1016/j.arbres.2023.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 08/07/2023] [Accepted: 08/08/2023] [Indexed: 08/31/2023]
Affiliation(s)
- Jessica González
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonary Department, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain
| | - María Zuil
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; Pulmonary Department, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jordi de Batlle
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Maria Aguilà
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonary Department, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain
| | - Sally Santisteve
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonary Department, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain
| | - Natalia Varvará
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; Pulmonary Department, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain
| | - Aida Monge
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; Pulmonary Department, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain
| | - Nuria Forns
- Pulmonary Department, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain
| | - Rafaela Vaca
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonary Department, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain
| | - Olga Minguez
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonary Department, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain
| | - Faty Seck
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; Pulmonary Department, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jesús Caballero
- Intensive Care Department, Hospital Universitari Arnau de Vilanova, Lleida, Spain
| | - Carme Barberà
- Intensive Care Department, Hospital Universitari Santa Maria, Lleida, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Antonio Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Department of Pneumology, Hospital Clinic of Barcelona, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonary Department, Hospital Universitari Arnau de Vilanova-Santa Maria, Lleida, Spain.
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11
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Galli F, Bindo F, Motos A, Fernández-Barat L, Barbeta E, Gabarrús A, Ceccato A, Bermejo-Martin JF, Ferrer R, Riera J, Peñuelas O, Lorente JÁ, de Gonzalo-Calvo D, Menéndez R, Gonzalez J, Misuraca S, Palomeque A, Amaya-Villar R, Añón JM, Balan Mariño A, Barberà C, Barberán J, Blandino Ortiz A, Bustamante-Munguira E, Caballero J, Cantón-Bulnes ML, Carbajales Pérez C, Carbonell N, Catalán-González M, de Frutos R, Franco N, Galbán C, Lopez Lago A, Gumucio-Sanguino VD, de la Torre MDC, Díaz E, Estella Á, Gallego Curto E, García-Garmendia JL, Gómez JM, Huerta A, Jorge García RN, Loza-Vázquez A, Marin-Corral J, Martin Delgado MC, Martínez de la Gándara A, Martínez Varela I, Lopez Messa J, M Albaiceta G, Nieto MT, Novo MA, Peñasco Y, Pérez-García F, Pozo-Laderas JC, Ricart P, Sagredo V, Sánchez-Miralles A, Sancho Chinesta S, Roche-Campo F, Socias L, Solé-Violan J, Suarez-Sipmann F, Tamayo Lomas L, Trenado J, Úbeda A, Valdivia LJ, Vidal P, Boado MV, Rodríguez A, Antonelli M, Blasi F, Barbé F, Torres A. Procalcitonin and C-reactive protein to rule out early bacterial coinfection in COVID-19 critically ill patients. Intensive Care Med 2023; 49:934-945. [PMID: 37507573 PMCID: PMC10425511 DOI: 10.1007/s00134-023-07161-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023]
Abstract
PURPOSE Although the prevalence of community-acquired respiratory bacterial coinfection upon hospital admission in patients with coronavirus disease 2019 (COVID-19) has been reported to be < 5%, almost three-quarters of patients received antibiotics. We aim to investigate whether procalcitonin (PCT) or C-reactive protein (CRP) upon admission could be helpful biomarkers to identify bacterial coinfection among patients with COVID-19 pneumonia. METHODS We carried out a multicentre, observational cohort study including consecutive COVID-19 patients admitted to 55 Spanish intensive care units (ICUs). The primary outcome was to explore whether PCT or CRP serum levels upon hospital admission could predict bacterial coinfection among patients with COVID-19 pneumonia. The secondary outcome was the evaluation of their association with mortality. We also conducted subgroups analyses in higher risk profile populations. RESULTS Between 5 February 2020 and 21 December 2021, 4076 patients were included, 133 (3%) of whom presented bacterial coinfection. PCT and CRP had low area under curve (AUC) scores at the receiver operating characteristic (ROC) curve analysis [0.57 (95% confidence interval (CI) 0.51-0.61) and 0.6 (95% CI, 0.55-0.64), respectively], but high negative predictive values (NPV) [97.5% (95% CI 96.5-98.5) and 98.2% (95% CI 97.5-98.9) for PCT and CRP, respectively]. CRP alone was associated with bacterial coinfection (OR 2, 95% CI 1.25-3.19; p = 0.004). The overall 15, 30 and 90 days mortality had a higher trend in the bacterial coinfection group, but without significant difference. PCT ≥ 0.12 ng/mL was associated with higher 90 days mortality. CONCLUSION Our study suggests that measurements of PCT and CRP, alone and at a single time point, are not useful for ruling in or out bacterial coinfection in viral pneumonia by COVID-19.
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Affiliation(s)
- Flavia Galli
- Department of Intensive Care, Emergency Medicine and Anesthesia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Università Cattolica del Sacro Cuore, Rome, Italy
| | - Francesco Bindo
- Respiratory Unit and Cystic Fibrosis Adult Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, Università degli studi di Milano, Milan, Italy
| | - Anna Motos
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Department of Pneumology, Hospital Clinic of Barcelona; August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Laia Fernández-Barat
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.
- Department of Pneumology, Hospital Clinic of Barcelona; August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain.
| | - Enric Barbeta
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Department of Pneumology, Hospital Clinic of Barcelona; August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Albert Gabarrús
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Department of Pneumology, Hospital Clinic of Barcelona; August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Adrián Ceccato
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Critical Care Center, Institut d'Investigació i Innovació Parc Taulí I3PT, Parc Taulí Hospital Universitari, Sabadell, Spain
- Intensive Care Unit, Grupo Quironsalud, Hospital Universitari Sagrat Cor, Barcelona, Spain
| | - Jesús F Bermejo-Martin
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Paseo de San Vicente, Salamanca, Spain
- Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
| | - Ricard Ferrer
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Jordi Riera
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Oscar Peñuelas
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
| | - José Ángel Lorente
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
- Dept. of Bioengineering, Universidad Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Rosario Menéndez
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Pulmonary Department, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Jessica Gonzalez
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Sofia Misuraca
- Respiratory Unit and Cystic Fibrosis Adult Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, Università degli studi di Milano, Milan, Italy
| | - Andrea Palomeque
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Department of Pneumology, Hospital Clinic of Barcelona; August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Rosario Amaya-Villar
- Intensive Care Clinical Unit, Hospital Universitario Virgen de Rocío, Seville, Spain
| | - José Manuel Añón
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Servicio de Medicina Intensiva, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | | | | | - José Barberán
- Hospital Universitario HM Montepríncipe, Facultad HM Hospitales de Ciencias de la Salud, Universidad Camilo Jose Cela, Madrid, Spain
| | - Aaron Blandino Ortiz
- Servicio de Medicina Intensiva, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Intensive Care Unit, and Emergency Medicine, Universidad de Alcalá, Madrid, Spain
| | - Elena Bustamante-Munguira
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Department of Intensive Care Medicine, Hospital Clínico Universitario Valladolid, Valladolid, Spain
| | - Jesús Caballero
- Critical Intensive Medicine Department, Hospital Universitari Arnau de Vilanova de Lleida, IRBLleida, Lleida, Spain
| | | | | | - Nieves Carbonell
- Intensive Care Unit, Hospital Clínico Universitario, Valencia, Spain
| | | | - Raul de Frutos
- Servicio de Anestesiología y Reanimación, Hospital Universitario Basurto, Bilbao, Spain
| | | | - Cristóbal Galbán
- Department of Critical Care Medicine, CHUS, Complejo Hospitalario Universitario de Santiago, Santiago, Spain
| | - Ana Lopez Lago
- Department of Critical Care Medicine, CHUS, Complejo Hospitalario Universitario de Santiago, Santiago, Spain
| | - Víctor D Gumucio-Sanguino
- Department of Intensive Care, Hospital Universitari de Bellvitge, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | | | - Emilio Díaz
- Department of Medicine, Critical Care Department, Corporació Sanitària Parc Taulí, Universitat Autònoma de Barcelona (UAB), Sabadell, Barcelona, Spain
| | - Ángel Estella
- Department of Medicine, Intensive Care Unit University Hospital of Jerez, University of Cádiz, INIBiCA, Cádiz, Spain
| | - Elena Gallego Curto
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Unidad de Cuidados Intensivos, Hospital Universitario San Pedro de Alcántara, Cáceres, Spain
| | | | | | - Arturo Huerta
- Pulmonary and Critical Care Division, Emergency Department, Clínica Sagrada Família, Barcelona, Spain
| | | | - Ana Loza-Vázquez
- Unidad de Medicina Intensiva, Hospital Universitario Virgen de Valme, Seville, Spain
| | | | | | | | | | | | - Guillermo M Albaiceta
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Departamento de Biología Funcional, Instituto Universitario de Oncología del Principado de Asturias, Instituto de Investigación Sanitaria del Principado de Asturias, Hospital Central de Asturias, Universidad de Oviedo, Oviedo, Spain
| | | | - Mariana Andrea Novo
- Servei de Medicina Intensiva, Hospital Universitari Son Espases, Illes Balears, Palma, Spain
| | - Yhivian Peñasco
- Servicio de Medicina Intensiva, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Felipe Pérez-García
- Servicio de Microbiología Clínica, Facultad de Medicina, Departamento de Biomedicina y Biotecnología, Hospital Universitario Príncipe de Asturias - Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Juan Carlos Pozo-Laderas
- UGC-Medicina Intensiva, Hospital Universitario Reina Sofia, Instituto Maimonides IMIBIC, Córdoba, Spain
| | - Pilar Ricart
- Servei de Medicina Intensiva, Hospital Universitari Germans Trias, Badalona, Spain
| | | | - Angel Sánchez-Miralles
- Intensive Care Unit, Hospital Universitario Sant Joan d'Alacant, Sant Joan d'Alacant, Alicante, Spain
| | - Susana Sancho Chinesta
- Servicio de Medicina Intensiva, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Ferran Roche-Campo
- Hospital Verge de la Cinta, Institut d'Investigació Sanitària Pere Virgili (IISPV), Tortosa, Tarragona, Spain
| | - Lorenzo Socias
- Intensive Care Unit, Hospital Son Llàtzer, Illes Balears, Palma, Spain
| | - Jordi Solé-Violan
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Critical Care Department, Hospital Universitario de GC Dr. Negrín, Universidad Fernando Pessoa Canarias, Las Palmas, Gran Canaria, Spain
| | | | - Luis Tamayo Lomas
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Critical Care Department, Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
| | - José Trenado
- Servicio de Medicina Intensiva, Hospital Universitario Mútua de Terrassa, Terrassa, Barcelona, Spain
| | - Alejandro Úbeda
- Servicio de Medicina Intensiva, Hospital Punta de Europa, Algeciras, Spain
| | | | - Pablo Vidal
- Complexo Hospitalario Universitario de Ourense, Orense, Spain
| | | | - Alejandro Rodríguez
- Critical Care Department, Hospital Universitario Joan XXIII, CIBERES, Rovira & Virgili University, IISPV, Tarragona, Spain
| | - Massimo Antonelli
- Department of Intensive Care, Emergency Medicine and Anesthesia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Università Cattolica del Sacro Cuore, Rome, Italy
| | - Francesco Blasi
- Respiratory Unit and Cystic Fibrosis Adult Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, Università degli studi di Milano, Milan, Italy
| | - Ferran Barbé
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Antoni Torres
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.
- Department of Pneumology, Hospital Clinic of Barcelona; August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain.
- Department of Pulmonary Medicine, Hospital Clinic of Barcelona, C/Villarroel 170, 08036, Barcelona, Spain.
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12
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de Gonzalo-Calvo D, Molinero M, Benítez ID, Perez-Pons M, García-Mateo N, Ortega A, Postigo T, García-Hidalgo MC, Belmonte T, Rodríguez-Muñoz C, González J, Torres G, Gort-Paniello C, Moncusí-Moix A, Estella Á, Tamayo Lomas L, Martínez de la Gándara A, Socias L, Peñasco Y, de la Torre MDC, Bustamante-Munguira E, Gallego Curto E, Martínez Varela I, Martin Delgado MC, Vidal-Cortés P, López Messa J, Pérez-García F, Caballero J, Añón JM, Loza-Vázquez A, Carbonell N, Marin-Corral J, Jorge García RN, Barberà C, Ceccato A, Fernández-Barat L, Ferrer R, Garcia-Gasulla D, Lorente-Balanza JÁ, Menéndez R, Motos A, Peñuelas O, Riera J, Bermejo-Martin JF, Torres A, Barbé F. A blood microRNA classifier for the prediction of ICU mortality in COVID-19 patients: a multicenter validation study. Respir Res 2023; 24:159. [PMID: 37328754 DOI: 10.1186/s12931-023-02462-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 05/25/2023] [Indexed: 06/18/2023] Open
Abstract
BACKGROUND The identification of critically ill COVID-19 patients at risk of fatal outcomes remains a challenge. Here, we first validated candidate microRNAs (miRNAs) as biomarkers for clinical decision-making in critically ill patients. Second, we constructed a blood miRNA classifier for the early prediction of adverse outcomes in the ICU. METHODS This was a multicenter, observational and retrospective/prospective study including 503 critically ill patients admitted to the ICU from 19 hospitals. qPCR assays were performed in plasma samples collected within the first 48 h upon admission. A 16-miRNA panel was designed based on recently published data from our group. RESULTS Nine miRNAs were validated as biomarkers of all-cause in-ICU mortality in the independent cohort of critically ill patients (FDR < 0.05). Cox regression analysis revealed that low expression levels of eight miRNAs were associated with a higher risk of death (HR from 1.56 to 2.61). LASSO regression for variable selection was used to construct a miRNA classifier. A 4-blood miRNA signature composed of miR-16-5p, miR-192-5p, miR-323a-3p and miR-451a predicts the risk of all-cause in-ICU mortality (HR 2.5). Kaplan‒Meier analysis confirmed these findings. The miRNA signature provides a significant increase in the prognostic capacity of conventional scores, APACHE-II (C-index 0.71, DeLong test p-value 0.055) and SOFA (C-index 0.67, DeLong test p-value 0.001), and a risk model based on clinical predictors (C-index 0.74, DeLong test-p-value 0.035). For 28-day and 90-day mortality, the classifier also improved the prognostic value of APACHE-II, SOFA and the clinical model. The association between the classifier and mortality persisted even after multivariable adjustment. The functional analysis reported biological pathways involved in SARS-CoV infection and inflammatory, fibrotic and transcriptional pathways. CONCLUSIONS A blood miRNA classifier improves the early prediction of fatal outcomes in critically ill COVID-19 patients.
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Affiliation(s)
- David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Marta Molinero
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Manel Perez-Pons
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Nadia García-Mateo
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain
| | - Alicia Ortega
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain
| | - Tamara Postigo
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain
| | - María C García-Hidalgo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Thalia Belmonte
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Carlos Rodríguez-Muñoz
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ángel Estella
- Department of Medicine, Intensive Care Unit University Hospital of Jerez, University of Cádiz, INIBiCA, Cádiz, Spain
| | - Luis Tamayo Lomas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Critical Care Department, Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
| | | | - Lorenzo Socias
- Intensive Care Unit, Hospital Son Llàtzer, Palma de Mallorca, Illes Balears, Spain
| | - Yhivian Peñasco
- Servicio de Medicina Intensiva, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Maria Del Carmen de la Torre
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Servei de Medicina Intensiva, Hospital de Mataró (Consorci Sanitari del Maresme), Mataró, Spain
| | - Elena Bustamante-Munguira
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Department of Intensive Care Medicine, Hospital Clínico Universitario Valladolid, Valladolid, Spain
| | - Elena Gallego Curto
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Unidad de Cuidados Intensivos, Hospital Universitario San Pedro de Alcántara, Cáceres, Spain
| | | | | | - Pablo Vidal-Cortés
- Intensive Care Unit, Complexo Hospitalario Universitario de Ourense, Ourense, Spain
| | | | - Felipe Pérez-García
- Servicio de Microbiología Clínica, Facultad de Medicina, Departamento de Biomedicina y Biotecnología, Hospital Universitario Príncipe de Asturias - Universidad de Alcalá, Madrid, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Jesús Caballero
- Grup de Recerca Medicina Intensiva, Intensive Care Department Hospital, Universitari Arnau de Vilanova, Lleida, Spain
| | - José M Añón
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Servicio de Medicina Intensiva. Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | - Ana Loza-Vázquez
- Unidad de Medicina Intensiva, Hospital Universitario Virgen de Valme, Seville, Spain
| | - Nieves Carbonell
- Intensive Care Unit, Hospital Clínico y Universitario de Valencia, Valencia, Spain
| | | | | | - Carmen Barberà
- Intensive Care Department, University Hospital Santa María, IRBLleida, Lleida, Spain
| | - Adrián Ceccato
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Laia Fernández-Barat
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - Ricard Ferrer
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Intensive Care Department, SODIR Research Group, Vall d'Hebron Hospital Universitari, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | | | - Jose Ángel Lorente-Balanza
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Hospital Universitario de Getafe, Madrid, Spain
- Dep. of Medicine, Universidad Europea, Madrid, Spain
- Dep. of Bioengineering, Universidad Carlos III, Madrid, Spain
| | - Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Pulmonology Service, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Ana Motos
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - Oscar Peñuelas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Hospital Universitario de Getafe, Madrid, Spain
| | - Jordi Riera
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Intensive Care Department, SODIR Research Group, Vall d'Hebron Hospital Universitari, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Jesús F Bermejo-Martin
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain
- Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
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13
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Rossi-Herring G, Belmonte T, Rivas-Urbina A, Benítez S, Rotllan N, Crespo J, Llorente-Cortés V, Sánchez-Quesada JL, de Gonzalo-Calvo D. Circulating lipoprotein-carried miRNome analysis reveals novel VLDL-enriched microRNAs that strongly correlate with the HDL-microRNA profile. Biomed Pharmacother 2023; 162:114623. [PMID: 37023624 DOI: 10.1016/j.biopha.2023.114623] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 03/21/2023] [Accepted: 03/28/2023] [Indexed: 04/07/2023] Open
Abstract
Lipoproteins have been described as microRNAs (miRNAs) carriers. Unfortunately, the bibliography on this topic is scarce and shows a high variability between independent investigations. In addition, the miRNA profiles of the LDL and VLDL fractions have not been completely elucidated. Here, we profiled the human circulating lipoprotein-carried miRNome. Lipoprotein fractions (VLDL, LDL and HDL) were isolated from the serum of healthy subjects by ultracentrifugation and purified by size-exclusion chromatography. A panel of 179 miRNAs commonly expressed in circulation was evaluated in the lipoprotein fractions using quantitative real-time PCR (qPCR) assays. A total of 14, 4 and 24 miRNAs were stably detected in the VLDL, LDL and HDL fractions, respectively. VLDL- and HDL-miRNA signatures were highly correlated (rho 0.814), and miR-16-5p, miR-142-3p, miR-223-3p and miR-451a were among the top 5 expressed miRNAs in both fractions. miR-125a-5p, miR-335-3p and miR-1260a, were detected in all lipoprotein fractions. miR-107 and miR-221-3p were uniquely detected in the VLDL fraction. HDL showed the larger number of specifically detected miRNAs (n = 13). Enrichment in specific miRNA families and genomic clusters was observed for HDL-miRNAs. Two sequence motifs were also detected for this group of miRNAs. Functional enrichment analysis including the miRNA signatures from each lipoprotein fraction suggested a potential role in mechanistic pathways previously associated with cardiovascular disease: fibrosis, senescence, inflammation, immune response, angiogenesis, and cardiomyopathy. Collectively, our results not only support the role of lipoproteins as circulating miRNA carriers but also describe for the first time the role of VLDL as a miRNA transporter.
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14
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Spinetti G, Mutoli M, Greco S, Riccio F, Ben-Aicha S, Kenneweg F, Jusic A, de Gonzalo-Calvo D, Nossent AY, Novella S, Kararigas G, Thum T, Emanueli C, Devaux Y, Martelli F. Cardiovascular complications of diabetes: role of non-coding RNAs in the crosstalk between immune and cardiovascular systems. Cardiovasc Diabetol 2023; 22:122. [PMID: 37226245 PMCID: PMC10206598 DOI: 10.1186/s12933-023-01842-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 04/25/2023] [Indexed: 05/26/2023] Open
Abstract
Diabetes mellitus, a group of metabolic disorders characterized by high levels of blood glucose caused by insulin defect or impairment, is a major risk factor for cardiovascular diseases and related mortality. Patients with diabetes experience a state of chronic or intermittent hyperglycemia resulting in damage to the vasculature, leading to micro- and macro-vascular diseases. These conditions are associated with low-grade chronic inflammation and accelerated atherosclerosis. Several classes of leukocytes have been implicated in diabetic cardiovascular impairment. Although the molecular pathways through which diabetes elicits an inflammatory response have attracted significant attention, how they contribute to altering cardiovascular homeostasis is still incompletely understood. In this respect, non-coding RNAs (ncRNAs) are a still largely under-investigated class of transcripts that may play a fundamental role. This review article gathers the current knowledge on the function of ncRNAs in the crosstalk between immune and cardiovascular cells in the context of diabetic complications, highlighting the influence of biological sex in such mechanisms and exploring the potential role of ncRNAs as biomarkers and targets for treatments. The discussion closes by offering an overview of the ncRNAs involved in the increased cardiovascular risk suffered by patients with diabetes facing Sars-CoV-2 infection.
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Affiliation(s)
- Gaia Spinetti
- Laboratory of Cardiovascular Pathophysiology and Regenerative Medicine, IRCCS MultiMedica, Milan, Italy.
| | - Martina Mutoli
- Laboratory of Cardiovascular Pathophysiology and Regenerative Medicine, IRCCS MultiMedica, Milan, Italy
| | - Simona Greco
- Molecular Cardiology Laboratory, IRCCS Policlinico San Donato, Milan, Italy
| | - Federica Riccio
- Laboratory of Cardiovascular Pathophysiology and Regenerative Medicine, IRCCS MultiMedica, Milan, Italy
| | - Soumaya Ben-Aicha
- National Heart & Lung Institute, Imperial College London, London, UK
| | - Franziska Kenneweg
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany
| | | | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anne Yaël Nossent
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Susana Novella
- Department of Physiology, University of Valencia - INCLIVA Biomedical Research Institute, Valencia, Spain
| | - Georgios Kararigas
- Department of Physiology, Faculty of Medicine, University of Iceland, Reykjavík, Iceland
| | - Thomas Thum
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany
| | - Costanza Emanueli
- National Heart & Lung Institute, Imperial College London, London, UK
| | - Yvan Devaux
- Cardiovascular Research Unit, Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Fabio Martelli
- Molecular Cardiology Laboratory, IRCCS Policlinico San Donato, Milan, Italy.
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Bermejo-Martin JF, García-Mateo N, Motos A, Resino S, Tamayo L, Ryan Murua P, Bustamante-Munguira E, Gallego Curto E, Úbeda-Iglesias A, de la Torre MDC, Estella Á, Campos-Fernández S, Martínez Varela I, Pérez-García F, Socias L, López Messa J, Vidal-Cortés P, Sagredo Meneses V, González-Rivera M, Carbonell N, de Gonzalo-Calvo D, Martín Delgado MC, Valdivia LJ, Martín-López C, Jorge García RN, Maseda E, Loza-Vázquez A, Kelvin DJ, Barbé F, Torres A. Effect of viral storm in patients admitted to intensive care units with severe COVID-19 in Spain: a multicentre, prospective, cohort study. Lancet Microbe 2023:S2666-5247(23)00041-1. [PMID: 37116517 PMCID: PMC10129133 DOI: 10.1016/s2666-5247(23)00041-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 01/09/2023] [Accepted: 02/08/2023] [Indexed: 04/30/2023]
Abstract
BACKGROUND The contribution of the virus to the pathogenesis of severe COVID-19 is still unclear. We aimed to evaluate associations between viral RNA load in plasma and host response, complications, and deaths in critically ill patients with COVID-19. METHODS We did a prospective cohort study across 23 hospitals in Spain. We included patients aged 18 years or older with laboratory-confirmed SARS-CoV-2 infection who were admitted to an intensive care unit between March 16, 2020, and Feb 27, 2021. RNA of the SARS-CoV-2 nucleocapsid region 1 (N1) was quantified in plasma samples collected from patients in the first 48 h following admission, using digital PCR. Patients were grouped on the basis of N1 quantity: VIR-N1-Zero (<1 N1 copies per mL), VIR-N1-Low (1-2747 N1 copies per mL), and VIR-N1-Storm (>2747 N1 copies per mL). The primary outcome was all-cause death within 90 days after admission. We evaluated odds ratios (ORs) for the primary outcome between groups using a logistic regression analysis. FINDINGS 1068 patients met the inclusion criteria, of whom 117 had insufficient plasma samples and 115 had key information missing. 836 patients were included in the analysis, of whom 403 (48%) were in the VIR-N1-Low group, 283 (34%) were in the VIR-N1-Storm group, and 150 (18%) were in the VIR-N1-Zero group. Overall, patients in the VIR-N1-Storm group had the most severe disease: 266 (94%) of 283 patients received invasive mechanical ventilation (IMV), 116 (41%) developed acute kidney injury, 180 (65%) had secondary infections, and 148 (52%) died within 90 days. Patients in the VIR-N1-Zero group had the least severe disease: 81 (54%) of 150 received IMV, 34 (23%) developed acute kidney injury, 47 (32%) had secondary infections, and 26 (17%) died within 90 days (OR for death 0·30, 95% CI 0·16-0·55; p<0·0001, compared with the VIR-N1-Storm group). 106 (26%) of 403 patients in the VIR-N1-Low group died within 90 days (OR for death 0·39, 95% CI 0·26-0·57; p<0·0001, compared with the VIR-N1-Storm group). INTERPRETATION The presence of a so-called viral storm is associated with increased all-cause death in patients admitted to the intensive care unit with severe COVID-19. Preventing this viral storm could help to reduce poor outcomes. Viral storm could be an enrichment marker for treatment with antivirals or purification devices to remove viral components from the blood. FUNDING Instituto de Salud Carlos III, Canadian Institutes of Health Research, Li Ka-Shing Foundation, Research Nova Scotia, and European Society of Clinical Microbiology and Infectious Diseases. TRANSLATION For the Spanish translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Jesús F Bermejo-Martin
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, Gerencia Regional de Salud de Castilla y León, Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Research Unit, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain; School of Medicine, Universidad de Salamanca, Salamanca, Spain.
| | - Nadia García-Mateo
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca, Gerencia Regional de Salud de Castilla y León, Salamanca, Spain
| | - Anna Motos
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Department of Pulmonology, Hospital Clinic de Barcelona, Institut D Investigacions August Pi I Sunyer (IDIBAPS), Universidad de Barcelona, Barcelona, Spain
| | - Salvador Resino
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain; Viral Infection and Immunity Unit, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Spain
| | - Luis Tamayo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Critical Care Medicine Service, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
| | - Pablo Ryan Murua
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain; Internal Medicine Service, Hospital Infanta Leonor, Madrid, Spain
| | - Elena Bustamante-Munguira
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Critical Care Medicine Service, Hospital Clínico Universitario de Valladolid, Gerencia Regional de Salud de Castilla y León, Valladolid, Spain
| | - Elena Gallego Curto
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Critical Care Medicine Service, Hospital San Pedro de Alcántara, Cáceres, Spain
| | | | | | - Ángel Estella
- Intensive Care Unit, Hospital Universitario de Jerez, Departamento de Medicina Universidad de Cádiz, INiBICA, Cádiz, Spain
| | - Sandra Campos-Fernández
- Critical Care Medicine Service, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | | | - Felipe Pérez-García
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain; Clinical Microbiology Service, Hospital Universitario Príncipe de Asturias, Alcalá de Henares, Spain; Biomedicine and Biotechnology Department, Faculty of Medicine, Universidad de Alcalá, Alcalá de Henares, Spain
| | | | - Juan López Messa
- Critical Care Medicine Service, Complejo Asistencial Universitario de Palencia, Palencia, Spain
| | - Pablo Vidal-Cortés
- Intensive Care Unit, Complejo Hospitalario Universitario de Ourense, Ourense, Spain
| | | | | | - Nieves Carbonell
- Intensive Care Unit, Hospital Clínico Universitario de Valencia, Valencia, Spain
| | - David de Gonzalo-Calvo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain
| | | | | | | | | | - Emilio Maseda
- Anesthesiology and Reanimation Service, Hospital Universitario de la Paz, Madrid, Spain
| | - Ana Loza-Vázquez
- Critical Care Medicine Service, Hospital Universitario Nuestra Señora de Valme, Sevilla, Spain
| | - David J Kelvin
- Department of Microbiology and Immunology, Faculty of Medicine, Canadian Center for Vaccinology, Dalhousie University, Halifax, NS, Canada; Laboratory of Immunity, Shantou University Medical College, Shantou, Guangdong, China
| | - Ferrán Barbé
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain
| | - Antoni Torres
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Department of Pulmonology, Hospital Clinic de Barcelona, Institut D Investigacions August Pi I Sunyer (IDIBAPS), Universidad de Barcelona, Barcelona, Spain
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16
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Riera J, Barbeta E, Tormos A, Mellado-Artigas R, Ceccato A, Motos A, Fernández-Barat L, Ferrer R, García-Gasulla D, Peñuelas O, Lorente JÁ, Menéndez R, Roca O, Palomeque A, Ferrando C, Solé-Violán J, Novo M, Boado MV, Tamayo L, Estella Á, Galban C, Trenado J, Huerta A, Loza A, Aguilera L, García Garmendia JL, Barberà C, Gumucio V, Socias L, Franco N, Valdivia LJ, Vidal P, Sagredo V, Ruiz-García ÁL, Martínez Varela I, López J, Pozo JC, Nieto M, Gómez JM, Blandino A, Valledor M, Bustamante-Munguira E, Sánchez-Miralles Á, Peñasco Y, Barberán J, Ubeda A, Amaya-Villar R, Martín MC, Jorge R, Caballero J, Marin J, Añón JM, Suárez Sipmann F, Albaiceta GM, Castellanos-Ortega Á, Adell-Serrano B, Catalán M, Martínez de la Gándara A, Ricart P, Carbajales C, Rodríguez A, Díaz E, de la Torre MC, Gallego E, Cantón-Bulnes L, Carbonell N, González J, de Gonzalo-Calvo D, Barbé F, Torres A. Effects of intubation timing in patients with COVID-19 throughout the four waves of the pandemic: a matched analysis. Eur Respir J 2023; 61:13993003.01426-2022. [PMID: 36396142 PMCID: PMC9686319 DOI: 10.1183/13993003.01426-2022] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 10/05/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND The primary aim of our study was to investigate the association between intubation timing and hospital mortality in critically ill patients with coronavirus disease 2019 (COVID-19)-associated respiratory failure. We also analysed both the impact of such timing throughout the first four pandemic waves and the influence of prior noninvasive respiratory support on outcomes. METHODS This is a secondary analysis of a multicentre, observational and prospective cohort study that included all consecutive patients undergoing invasive mechanical ventilation due to COVID-19 from across 58 Spanish intensive care units (ICUs) participating in the CIBERESUCICOVID project. The study period was between 29 February 2020 and 31 August 2021. Early intubation was defined as that occurring within the first 24 h of ICU admission. Propensity score matching was used to achieve a balance across baseline variables between the early intubation cohort and those patients who were intubated after the first 24 h of ICU admission. Differences in outcomes between early and delayed intubation were also assessed. We performed sensitivity analyses to consider a different time-point (48 h from ICU admission) for early and delayed intubation. RESULTS Of the 2725 patients who received invasive mechanical ventilation, a total of 614 matched patients were included in the analysis (307 for each group). In the unmatched population, there were no differences in mortality between the early and delayed groups. After propensity score matching, patients with delayed intubation presented higher hospital mortality (27.3% versus 37.1%; p=0.01), ICU mortality (25.7% versus 36.1%; p=0.007) and 90-day mortality (30.9% versus 40.2%; p=0.02) compared with the early intubation group. Very similar findings were observed when we used a 48-h time-point for early or delayed intubation. The use of early intubation decreased after the first wave of the pandemic (72%, 49%, 46% and 45% in the first, second, third and fourth waves, respectively; first versus second, third and fourth waves p<0.001). In both the main and sensitivity analyses, hospital mortality was lower in patients receiving high-flow nasal cannula (HFNC) (n=294) who were intubated earlier. The subgroup of patients undergoing noninvasive ventilation (n=214) before intubation showed higher mortality when delayed intubation was set as that occurring after 48 h from ICU admission, but not when after 24 h. CONCLUSIONS In patients with COVID-19 requiring invasive mechanical ventilation, delayed intubation was associated with a higher risk of hospital mortality. The use of early intubation significantly decreased throughout the course of the pandemic. Benefits of such an approach occurred more notably in patients who had received HFNC.
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Affiliation(s)
- Jordi Riera
- Critical Care Department, Hospital Universitari Vall d'Hebron, SODIR, Vall d'Hebron Institut de Recerca, Barcelona, Spain
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- These authors contributed equally to this work
| | - Enric Barbeta
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Surgical Intensive Care Unit, Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), University of Barcelona (UB), Barcelona, Spain
- These authors contributed equally to this work
| | - Adrián Tormos
- Barcelona Supercomputing Center (BSC), Barcelona, Spain
| | - Ricard Mellado-Artigas
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Surgical Intensive Care Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Adrián Ceccato
- Critical Care Center, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí I3PT, Sabadell, Spain
- Universitat Autonoma de Barcelona (UAB), Barcelona, Spain
| | - Anna Motos
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), University of Barcelona (UB), Barcelona, Spain
| | - Laia Fernández-Barat
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), University of Barcelona (UB), Barcelona, Spain
| | - Ricard Ferrer
- Critical Care Department, Hospital Universitari Vall d'Hebron, SODIR, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | | | - Oscar Peñuelas
- Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
| | | | - Rosario Menéndez
- Pneumology Department, Hospital Universitario y Politécnico La Fe/Instituto de Investigación Sanitaria (IIS) La Fe, Valencia, Spain
| | - Oriol Roca
- Critical Care Department, Hospital Universitari Vall d'Hebron, SODIR, Vall d'Hebron Institut de Recerca, Barcelona, Spain
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Andrea Palomeque
- Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), University of Barcelona (UB), Barcelona, Spain
- Respiratory Intensive Care Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Carlos Ferrando
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Surgical Intensive Care Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Jordi Solé-Violán
- Critical Care Department, Hospital Dr Negrín Gran Canaria, Universidad Fernando Pessoa, Las Palmas, Spain
| | - Mariana Novo
- Servei de Medicina Intensiva, Hospital Universitari Son Espases, Palma de Mallorca, Spain
| | | | - Luis Tamayo
- Critical Care Department, Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
| | - Ángel Estella
- Departamento Medicina, Facultad Medicina, Universidad de Cádiz, Hospital Universitario de Jerez, Jerez de la Frontera, Spain
| | - Cristóbal Galban
- Department of Medicine, Complejo Hospitalario Universitario de Santiago (CHUS), Santiago de Compostela, Spain
| | - Josep Trenado
- Servicio de Medicina Intensiva, Hospital Universitario Mútua de Terrassa, Terrassa, Spain
| | - Arturo Huerta
- Pulmonary and Critical Care Division, Emergency Department, Clínica Sagrada Família, Barcelona, Spain
| | - Ana Loza
- Hospital Virgen de Valme, Sevilla, Spain
| | | | | | | | - Víctor Gumucio
- Department of Intensive Care, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Barcelona, Spain
- Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Lorenzo Socias
- Intensive Care Unit, Hospital Son Llàtzer, Palma de Mallorca, Spain
| | | | | | - Pablo Vidal
- Complexo Hospitalario Universitario de Ourense, Ourense, Spain
| | | | - Ángela Leonor Ruiz-García
- Servicio de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, Departamento de Biomedicina y Biotecnología, Universidad de Alcalá de Henares, Madrid, Spain
| | | | - Juan López
- Complejo Asistencial Universitario de Palencia, Palencia, Spain
| | - Juan Carlos Pozo
- UGC-Medicina Intensiva, Hospital Universitario Reina Sofia, Instituto Maimonides IMIBIC, Córdoba, Spain
| | - Maite Nieto
- Hospital Universitario de Segovia, Segovia, Spain
| | - José M Gómez
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Aaron Blandino
- Servicio de Medicina Intensiva, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | | | - Ángel Sánchez-Miralles
- Servicio de Medicina Intensiva, Hospital Universitario Sant Joan d'Alacant, Alicante, Spain
| | - Yhivian Peñasco
- Servicio de Medicina Intensiva, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - José Barberán
- Hospital Universitario HM Montepríncipe, Universidad San Pablo-CEU, Madrid, Spain
| | - Alejandro Ubeda
- Servicio de Medicina Intensiva, Hospital Punta de Europa, Algeciras, Spain
| | - Rosario Amaya-Villar
- Intensive Care Clinical Unit, Hospital Universitario Virgen de Rocío, Sevilla, Spain
| | - María Cruz Martín
- Hospital Universitario Torrejón, Universidad Francisco de Vitoria, Madrid, Spain
| | - Ruth Jorge
- Intensive Care Department, Hospital Nuestra Señora de Gracia, Zaragoza, Spain
| | - Jesús Caballero
- Critical Care Department, Hospital Universitari Arnau de Vilanova, IRBLleida, Lleida, Spain
| | - Judith Marin
- Critical Care Department, Hospital del Mar-IMIM, Barcelona, Spain
| | | | | | - Guillermo M Albaiceta
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Departamento de Biología Funcional, Instituto Universitario de Oncología del Principado de Asturias, Universidad de Oviedo, Instituto de Investigación Sanitaria del Principado de Asturias, Hospital Central de Asturias, Oviedo, Spain
| | | | | | - Mercedes Catalán
- Department of Intensive Care Medicine, Hospital Universitario 12 de Octubre, Madrid, Spain
| | | | - Pilar Ricart
- Servei de Medicina Intensiva, Hospital Universitari Germans Trias, Badalona, Spain
| | | | | | - Emili Díaz
- Critical Care Center, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí I3PT, Sabadell, Spain
- Universitat Autonoma de Barcelona (UAB), Barcelona, Spain
| | | | - Elena Gallego
- Unidad de Cuidados Intensivos, Hospital Universitario San Pedro de Alcántara, Cáceres, Spain
| | | | - Nieves Carbonell
- Intensive Care Unit, Hospital Clínico y Universitario de Valencia, Valencia, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - David de Gonzalo-Calvo
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Ferran Barbé
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Antoni Torres
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), University of Barcelona (UB), Barcelona, Spain
- Respiratory Intensive Care Unit, Hospital Clínic de Barcelona, Barcelona, Spain
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Lakkisto P, Dalgaard LT, Belmonte T, Pinto-Sietsma SJ, Devaux Y, de Gonzalo-Calvo D. Development of circulating microRNA-based biomarkers for medical decision-making: a friendly reminder of what should NOT be done. Crit Rev Clin Lab Sci 2023; 60:141-152. [PMID: 36325621 DOI: 10.1080/10408363.2022.2128030] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Circulating cell-free microRNAs (miRNAs) represent a major reservoir for biomarker discovery. Unfortunately, their implementation in clinical practice is limited due to a profound lack of reproducibility. The great technical variability linked to major pre-analytical and analytical caveats makes the interpretation of circulating cell-free miRNA data challenging and leads to inconsistent findings. Additional efforts directed to standardization are fundamental. Several well-established protocols are currently used by independent groups worldwide. Nonetheless, there are some specific aspects in specimen collection and processing, sample handling, miRNA quantification, and data analysis that should be considered to ensure reproducibility of results. Here, we have addressed this challenge using an alternative approach. We have highlighted and discussed common pitfalls that negatively impact the robustness of circulating miRNA quantification and their application for clinical decision-making. Furthermore, we provide a checklist usable by investigators to facilitate and ensure the control of the whole miRNA quantification and analytical process. We expect that these recommendations improve the reproducibility of findings, and ultimately, facilitate the incorporation of circulating miRNA profiles into clinical practice as the next generation of disease biomarkers.
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Affiliation(s)
- Päivi Lakkisto
- Minerva Foundation Institute for Medical Research, Helsinki, Finland.,Department of Clinical Chemistry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | | | - Thalia Belmonte
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Sara-Joan Pinto-Sietsma
- Department of Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centers, Amsterdam, The Netherlands.,Department of Clinical Epidemiology, Biostatistics and Bio-informatics, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Yvan Devaux
- Cardiovascular Research Unit, Department of Population Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
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18
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González J, de Batlle J, Benítez ID, Torres G, Santisteve S, Targa AD, Gort-Paniello C, Moncusí-Moix A, Aguilà M, Seck F, Ceccato A, Ferrer R, Motos A, Riera J, Fernández L, Menéndez R, Lorente JÁ, Peñuelas O, Garcia-Gasulla D, Peñasco Y, Ricart P, Abril Palomares E, Aguilera L, Rodríguez A, Boado Varela MV, Beteré B, Pozo-Laderas JC, Solé-Violan J, Salvador-Adell I, Novo MA, Barberán J, Amaya Villar R, Garnacho-Montero J, Gómez JM, Blandino Ortiz A, Tamayo Lomas L, Úbeda A, Catalán-González M, Sánchez-Miralles A, Martínez Varela I, Jorge García RN, Franco N, Gumucio-Sanguino VD, Bustamante-Munguira E, Valdivia LJ, Caballero J, Gallego E, Rodríguez C, Castellanos-Ortega Á, Trenado J, Marin-Corral J, Albaiceta GM, de la Torre MDC, Loza-Vázquez A, Vidal P, Añón JM, Carbajales Pérez C, Sagredo V, Carbonell N, Socias L, Barberà C, Estella A, Diaz E, de Gonzalo-Calvo D, Torres A, Barbé F. Key Factors Associated With Pulmonary Sequelae in the Follow-Up of Critically Ill COVID-19 Patients. Arch Bronconeumol 2023; 59:205-215. [PMID: 36690515 PMCID: PMC9824938 DOI: 10.1016/j.arbres.2022.12.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 12/28/2022] [Accepted: 12/29/2022] [Indexed: 01/09/2023]
Abstract
INTRODUCTION Critical COVID-19 survivors have a high risk of respiratory sequelae. Therefore, we aimed to identify key factors associated with altered lung function and CT scan abnormalities at a follow-up visit in a cohort of critical COVID-19 survivors. METHODS Multicenter ambispective observational study in 52 Spanish intensive care units. Up to 1327 PCR-confirmed critical COVID-19 patients had sociodemographic, anthropometric, comorbidity and lifestyle characteristics collected at hospital admission; clinical and biological parameters throughout hospital stay; and, lung function and CT scan at a follow-up visit. RESULTS The median [p25-p75] time from discharge to follow-up was 3.57 [2.77-4.92] months. Median age was 60 [53-67] years, 27.8% women. The mean (SD) percentage of predicted diffusing lung capacity for carbon monoxide (DLCO) at follow-up was 72.02 (18.33)% predicted, with 66% of patients having DLCO<80% and 24% having DLCO<60%. CT scan showed persistent pulmonary infiltrates, fibrotic lesions, and emphysema in 33%, 25% and 6% of patients, respectively. Key variables associated with DLCO<60% were chronic lung disease (CLD) (OR: 1.86 (1.18-2.92)), duration of invasive mechanical ventilation (IMV) (OR: 1.56 (1.37-1.77)), age (OR [per-1-SD] (95%CI): 1.39 (1.18-1.63)), urea (OR: 1.16 (0.97-1.39)) and estimated glomerular filtration rate at ICU admission (OR: 0.88 (0.73-1.06)). Bacterial pneumonia (1.62 (1.11-2.35)) and duration of ventilation (NIMV (1.23 (1.06-1.42), IMV (1.21 (1.01-1.45)) and prone positioning (1.17 (0.98-1.39)) were associated with fibrotic lesions. CONCLUSION Age and CLD, reflecting patients' baseline vulnerability, and markers of COVID-19 severity, such as duration of IMV and renal failure, were key factors associated with impaired DLCO and CT abnormalities.
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Affiliation(s)
- Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jordi de Batlle
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D. Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Sally Santisteve
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Adriano D.S. Targa
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Maria Aguilà
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Fatty Seck
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Adrián Ceccato
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Critical Care Center, ParcTaulí Hospital Universitari, Institut d’Investigació i Innovació Parc Taulí I3PT, Sabadell, Spain
| | - Ricard Ferrer
- Intensive Care Department, Vall d’Hebron Hospital Universitari, SODIR Research Group, Vall d’Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Anna Motos
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Department of Pneumology, Hospital Clinic of Barcelona, August Pi i Sunyer Biomedical Research Institute – IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Jordi Riera
- Intensive Care Department, Vall d’Hebron Hospital Universitari, SODIR Research Group, Vall d’Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Laia Fernández
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Department of Pneumology, Hospital Clinic of Barcelona, August Pi i Sunyer Biomedical Research Institute – IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Pulmonology Service, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - José Ángel Lorente
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Hospital Universitario de Getafe, Madrid, Spain
| | - Oscar Peñuelas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Hospital Universitario de Getafe, Madrid, Spain
| | | | - Yhivian Peñasco
- Servicio de Medicina Intensiva, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Pilar Ricart
- Servei de Medicina Intensiva, Hospital Universitari Germans Trias, Badalona, Spain
| | | | - Luciano Aguilera
- Servicio de Anestesiología y Reanimación, Hospital Universitario Basurto, Bilbao, Spain
| | | | | | - Belén Beteré
- Servicio de Análisis Clínicos, Hospital Universitario Príncipe de Asturias, Alcalá de Henares, Spain
| | - Juan Carlos Pozo-Laderas
- UGC-Medicina Intensiva, Hospital Universitario Reina Sofia, Instituto Maimonides IMIBIC, Córdoba, Spain
| | - Jordi Solé-Violan
- Critical Care Department, Hospital Dr. Negrín Gran Canaria, Universidad Fernando Pessoa, Las Palmas, Gran Canaria, Canarias, Spain
| | | | - Mariana Andrea Novo
- Servei de Medicina Intensiva, Hospital Universitari Son Espases, Palma de Mallorca, Illes Balears, Spain
| | - José Barberán
- Hospital Universitario HM Montepríncipe, Universidad San Pablo-CEU, Madrid, Spain
| | - Rosario Amaya Villar
- Intensive Care Clinical Unit, Hospital Universitario Virgen de Rocío, Sevilla, Spain
| | - José Garnacho-Montero
- Intensive Care Clinical Unit, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - José M. Gómez
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Aaron Blandino Ortiz
- Servicio de Medicina Intensiva, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Luis Tamayo Lomas
- Critical Care Department, Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
| | - Alejandro Úbeda
- Servicio de Medicina Intensiva, Hospital Punta de Europa, Algeciras, Spain
| | | | | | | | | | | | - Víctor D. Gumucio-Sanguino
- Department of Intensive Care, Hospital Universitari de Bellvitge, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
| | | | | | - Jesús Caballero
- Critical Care Department, Hospital Universitari Arnau de Vilanova, IRBLleida, Lleida, Spain
| | - Elena Gallego
- Unidad de Cuidados Intensivos, Hospital Universitario San Pedro de Alcántara, Cáceres, Spain
| | | | | | - Josep Trenado
- Servicio de Medicina Intensiva, Hospital Universitario Mútua de Terrassa, Terrassa, Barcelona, Spain
| | | | - Guillermo M. Albaiceta
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Departamento de Biología Funcional, Instituto Universitario de Oncología del Principado de Asturias, Universidad de Oviedo, Instituto de Investigación Sanitaria del Principado de Asturias, Hospital Central de Asturias, Oviedo, Spain
| | | | - Ana Loza-Vázquez
- Unidad de Medicina Intensiva, Hospital Universitario Virgen de Valme, Sevilla, Spain
| | - Pablo Vidal
- Complexo Hospitalario Universitario de Ourense, Ourense, Spain
| | - Jose M. Añón
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Servicio de Medicina Intensiva, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | | | | | - Nieves Carbonell
- Intensive Care Unit, Hospital Clínico y Universitario de Valencia, Valencia, Spain
| | - Lorenzo Socias
- Intensive Care Unit, Hospital Son Llàtzer, Palma de Mallorca, Illes Balears, Spain
| | | | - Angel Estella
- Intensive Care Unit, University Hospital of Jerez, Medicine Department University of Cadiz, INiBICA, Spain
| | - Emili Diaz
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), Critical Care Department, Corporació Sanitària Parc Taulí, Sabadell, Barcelona, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Department of Pneumology, Hospital Clinic of Barcelona, August Pi i Sunyer Biomedical Research Institute – IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Corresponding author
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19
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Cilloniz C, Pericàs JM, Motos A, Gabarrús A, Ferrer R, Menéndez R, Riera J, García-Gasulla D, Peñuelas O, Fernández-Barat L, Ángel Lorente J, de Gonzalo-Calvo D, Barbé F, Torres A. Hyperglycemia in Acute Critically Ill COVID-19 Patients. Arch Bronconeumol 2023; 59:51-56. [PMID: 36167740 PMCID: PMC9461233 DOI: 10.1016/j.arbres.2022.09.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/02/2022] [Accepted: 09/05/2022] [Indexed: 01/05/2023]
Affiliation(s)
- Catia Cilloniz
- Pneumology Department, Respiratory Institute, Hospital Clinic of Barcelona - Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona (UB),Facultad de Ciencias de la Salud, Universidad Continental, Huancayo, Perú,CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain,Corresponding authors
| | - Juan M. Pericàs
- Liver Unit, Internal Medicine Department, Vall d’Hebron University Hospital, Vall d’Hebron Institute for Research (VHIR), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (Ciberehd), Barcelona, Spain,Infectious Disease Service, Hospital Clínic of Barcelona, Barcelona, Spain
| | - Anna Motos
- Pneumology Department, Respiratory Institute, Hospital Clinic of Barcelona - Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona (UB),CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Albert Gabarrús
- Pneumology Department, Respiratory Institute, Hospital Clinic of Barcelona - Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona (UB)
| | - Ricard Ferrer
- Intensive Care Department, Vall d’Hebron University Hospital, Vall d’Hebron Institute for Research, Barcelona, Spain
| | - Rosario Menéndez
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain,Pulmonary Department, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Jordi Riera
- Intensive Care Department, Vall d’Hebron University Hospital, Vall d’Hebron Institute for Research, Barcelona, Spain
| | | | - Oscar Peñuelas
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain,Hospital Universitario de Getafe, Madrid; Universidad Europea, Madrid, Spain
| | - Laia Fernández-Barat
- Pneumology Department, Respiratory Institute, Hospital Clinic of Barcelona - Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona (UB),CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - José Ángel Lorente
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain,Hospital Universitario de Getafe, Madrid; Universidad Europea, Madrid, Spain
| | - David de Gonzalo-Calvo
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain,Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Arnau de Vilanova and Santa Maria; IRBLleida, Lleida, Spain
| | - Ferran Barbé
- CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain,Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Arnau de Vilanova and Santa Maria; IRBLleida, Lleida, Spain
| | - Antoni Torres
- Pneumology Department, Respiratory Institute, Hospital Clinic of Barcelona - Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona (UB),CIBER de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain,Corresponding authors
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20
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Matute-Blanco L, Fernández-Rodríguez D, Casanova-Sandoval J, Belmonte T, Benítez ID, Rivera K, Garcia-Guimaraes M, Cortés Villar C, Peral Disdier V, Millán Segovia R, Barriuso I, de Gonzalo-Calvo D, Barbé F, Worner F. Study protocol for the epigenetic characterization of angor pectoris according to the affected coronary compartment: Global and comprehensive assessment of the relationship between invasive coronary physiology and microRNAs. PLoS One 2023; 18:e0283097. [PMID: 37167303 PMCID: PMC10174526 DOI: 10.1371/journal.pone.0283097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 03/01/2023] [Indexed: 05/13/2023] Open
Abstract
BACKGROUND MicroRNAs (miRNAs) are noncoding RNAs involved in post-transcriptional genetic regulation with a proposed role in intercellular communication. miRNAs are considered promising biomarkers in ischemic heart disease. Invasive physiological evaluation allows a precise assessment of each affected coronary compartment. Although some studies have associated the expression of circulating miRNAs with invasive physiological indexes, their global relationship with coronary compartments has not been assessed. Here, we will evaluate circulating miRNAs profiles according to the coronary pattern of the vascular compartment affectation. STUDY AND DESIGN This is an investigator-initiated, multicentre, descriptive study to be conducted at three centres in Spain (NCT05374694). The study will include one hundred consecutive patients older than 18 years with chest pain of presumed coronary cause undergoing invasive physiological evaluation, including fractional flow reserve (FFR) and index of microvascular resistance (IMR). Patients will be initially classified into four groups, according to FFR and IMR: macrovascular and microvascular affectation (FFR≤0.80 / IMR≥25), isolated macrovascular affectation (FFR≤0.80 / IMR<25), isolated microvascular affectation (FFR>0.80 / IMR ≥25) and normal coronary indexes (FFR>0.80 / IMR<25). Patients with isolated microvascular affectation or normal indexes will also undergo the acetylcholine test and may be reclassified as a fifth group in the presence of spasm. A panel of miRNAs previously associated with molecular mechanisms linked to chronic coronary syndrome will be analysed using RT-qPCR. CONCLUSIONS The results of this study will identify miRNA profiles associated with patterns of coronary affectation and will contribute to a better understanding of the mechanistic pathways of coronary pathology.
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Affiliation(s)
- Lucía Matute-Blanco
- Department of Cardiology, Institut de Reçerca Biomèdica de Lleida (IRBLleida), University Hospital Arnau de Vilanova, Lleida, Spain
| | - Diego Fernández-Rodríguez
- Department of Cardiology, Institut de Reçerca Biomèdica de Lleida (IRBLleida), University Hospital Arnau de Vilanova, Lleida, Spain
| | - Juan Casanova-Sandoval
- Department of Cardiology, Institut de Reçerca Biomèdica de Lleida (IRBLleida), University Hospital Arnau de Vilanova, Lleida, Spain
| | - Thalía Belmonte
- Institut de Reçerca Biomèdica de Lleida (IRBLleida), Translational Research in Respiratory Medicine Group, Lleida, Spain
- Institute of Health Carlos III, CIBER of Respiratory Diseases (CIBERES), Madrid, Spain
| | - Iván D Benítez
- Institut de Reçerca Biomèdica de Lleida (IRBLleida), Translational Research in Respiratory Medicine Group, Lleida, Spain
- Institute of Health Carlos III, CIBER of Respiratory Diseases (CIBERES), Madrid, Spain
| | - Kristian Rivera
- Department of Cardiology, Institut de Reçerca Biomèdica de Lleida (IRBLleida), University Hospital Arnau de Vilanova, Lleida, Spain
| | - Marcos Garcia-Guimaraes
- Department of Cardiology, Institut de Reçerca Biomèdica de Lleida (IRBLleida), University Hospital Arnau de Vilanova, Lleida, Spain
| | | | | | - Raúl Millán Segovia
- Department of Cardiology, University Hospital Son Espases, Palma de Mallorca, Spain
| | - Ignacio Barriuso
- Department of Cardiology, Institut de Reçerca Biomèdica de Lleida (IRBLleida), University Hospital Arnau de Vilanova, Lleida, Spain
| | - David de Gonzalo-Calvo
- Institut de Reçerca Biomèdica de Lleida (IRBLleida), Translational Research in Respiratory Medicine Group, Lleida, Spain
- Institute of Health Carlos III, CIBER of Respiratory Diseases (CIBERES), Madrid, Spain
| | - Ferran Barbé
- Institut de Reçerca Biomèdica de Lleida (IRBLleida), Translational Research in Respiratory Medicine Group, Lleida, Spain
- Institute of Health Carlos III, CIBER of Respiratory Diseases (CIBERES), Madrid, Spain
| | - Fernando Worner
- Department of Cardiology, Institut de Reçerca Biomèdica de Lleida (IRBLleida), University Hospital Arnau de Vilanova, Lleida, Spain
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21
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Vanhaverbeke M, Attard R, Bartekova M, Ben-Aicha S, Brandenburger T, de Gonzalo-Calvo D, Emanueli C, Farrugia R, Grillari J, Hackl M, Kalocayova B, Martelli F, Scholz M, Wettinger SB, Devaux Y. Peripheral blood RNA biomarkers for cardiovascular disease from bench to bedside: a position paper from the EU-CardioRNA COST action CA17129. Cardiovasc Res 2022; 118:3183-3197. [PMID: 34648023 PMCID: PMC9799060 DOI: 10.1093/cvr/cvab327] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 10/06/2021] [Accepted: 10/12/2021] [Indexed: 01/25/2023] Open
Abstract
Despite significant advances in the diagnosis and treatment of cardiovascular diseases, recent calls have emphasized the unmet need to improve precision-based approaches in cardiovascular disease. Although some studies provide preliminary evidence of the diagnostic and prognostic potential of circulating coding and non-coding RNAs, the complex RNA biology and lack of standardization have hampered the translation of these markers into clinical practice. In this position paper of the CardioRNA COST action CA17129, we provide recommendations to standardize the RNA development process in order to catalyse efforts to investigate novel RNAs for clinical use. We list the unmet clinical needs in cardiovascular disease, such as the identification of high-risk patients with ischaemic heart disease or heart failure who require more intensive therapies. The advantages and pitfalls of the different sample types, including RNAs from plasma, extracellular vesicles, and whole blood, are discussed in the sample matrix, together with their respective analytical methods. The effect of patient demographics and highly prevalent comorbidities, such as metabolic disorders, on the expression of the candidate RNA is presented and should be reported in biomarker studies. We discuss the statistical and regulatory aspects to translate a candidate RNA from a research use only assay to an in-vitro diagnostic test for clinical use. Optimal planning of this development track is required, with input from the researcher, statistician, industry, and regulatory partners.
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Affiliation(s)
- Maarten Vanhaverbeke
- Department of Cardiovascular Medicine, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Ritienne Attard
- Department of Applied Biomedical Science, Faculty of Health Sciences, University of Malta, Msida MSD 2080, Malta
| | - Monika Bartekova
- Institute for Heart Research, Centre of Experimental Medicine, Slovak Academy of Sciences, Dúbravská cesta 9, 84104 Bratislava, Slovakia
- Faculty of Medicine, Institute of Physiology, Comenius University, Sasinkova 2, 81372 Bratislava, Slovakia
| | - Soumaya Ben-Aicha
- Faculty of Medicine, Imperial College London, ICTEM Building, Du Cane Road, London W12 0NN, UK
| | - Timo Brandenburger
- Department of Anesthesiology, University Hospital Düsseldorf, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, IRBLleida, University Hospital Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure 80, 25198, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Av. de Monforte de Lemos, 28029, Madrid, Spain
| | - Costanza Emanueli
- Faculty of Medicine, Imperial College London, ICTEM Building, Du Cane Road, London W12 0NN, UK
| | - Rosienne Farrugia
- Department of Applied Biomedical Science, Faculty of Health Sciences, University of Malta, Msida MSD 2080, Malta
| | - Johannes Grillari
- Ludwig Boltzmann Institute for Experimental and Clinical Traumatology, AUVA Research Center, Donaueschingenstraße 13, 1200, Vienna, Austria
- Institute of Molecular Biotechnology, BOKU - University of Natural Resources and Life Sciences, Gregor-Mendel-Straße 33, 1180 Vienna, Austria
| | | | - Barbora Kalocayova
- Institute for Heart Research, Centre of Experimental Medicine, Slovak Academy of Sciences, Dúbravská cesta 9, 84104 Bratislava, Slovakia
| | - Fabio Martelli
- Molecular Cardiology Laboratory, IRCCS Policlinico San Donato, San Donato Milanese, Milan 20097, Italy
| | - Markus Scholz
- Institute of Medical Informatics, Statistics and Epidemiology, University of Leipzig, Haertelstrasse 16-18, 04107 Leipzig, Germany
| | - Stephanie Bezzina Wettinger
- Department of Applied Biomedical Science, Faculty of Health Sciences, University of Malta, Msida MSD 2080, Malta
| | - Yvan Devaux
- Cardiovascular Research Unit, Department of Population Health, Luxembourg Institute of Health, 1A-B rue Edison, L-1445 Strassen, Luxembourg
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22
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García-Hidalgo MC, González J, Benítez ID, Carmona P, Santisteve S, Pérez-Pons M, Moncusí-Moix A, Gort-Paniello C, Rodríguez-Jara F, Molinero M, Belmonte T, Torres G, Labarca G, Nova-Lamperti E, Caballero J, Bermejo-Martin JF, Ceccato A, Fernández-Barat L, Ferrer R, Garcia-Gasulla D, Menéndez R, Motos A, Peñuelas O, Riera J, Torres A, Barbé F, de Gonzalo-Calvo D. Identification of circulating microRNA profiles associated with pulmonary function and radiologic features in survivors of SARS-CoV-2-induced ARDS. Emerg Microbes Infect 2022; 11:1537-1549. [PMID: 35603455 PMCID: PMC9176679 DOI: 10.1080/22221751.2022.2081615] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
There is a limited understanding of the pathophysiology of postacute pulmonary sequelae in severe COVID-19. The aim of current study was to define the circulating microRNA (miRNA) profiles associated with pulmonary function and radiologic features in survivors of SARS-CoV-2-induced ARDS. The study included patients who developed ARDS secondary to SARS-CoV-2 infection (n = 167) and a group of infected patients who did not develop ARDS (n = 33). Patients were evaluated 3 months after hospital discharge. The follow-up included a complete pulmonary evaluation and chest computed tomography. Plasma miRNA profiling was performed using RT-qPCR. Random forest was used to construct miRNA signatures associated with lung diffusing capacity for carbon monoxide (DLCO) and total severity score (TSS). Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) enrichment analyses were conducted. DLCO < 80% predicted was observed in 81.8% of the patients. TSS showed a median [P25;P75] of 5 [2;8]. The miRNA model associated with DLCO comprised miR-17-5p, miR-27a-3p, miR-126-3p, miR-146a-5p and miR-495-3p. Concerning radiologic features, a miRNA signature composed by miR-9-5p, miR-21-5p, miR-24-3p and miR-221-3p correlated with TSS values. These associations were not observed in the non-ARDS group. KEGG pathway and GO enrichment analyses provided evidence of molecular mechanisms related not only to profibrotic or anti-inflammatory states but also to cell death, immune response, hypoxia, vascularization, coagulation and viral infection. In conclusion, diffusing capacity and radiological features in survivors from SARS-CoV-2-induced ARDS are associated with specific miRNA profiles. These findings provide novel insights into the possible molecular pathways underlying the pathogenesis of pulmonary sequelae. Trial registration:ClinicalTrials.gov identifier: NCT04457505.. Trial registration:ISRCTN.org identifier: ISRCTN16865246..
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Affiliation(s)
- María C García-Hidalgo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Paola Carmona
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Sally Santisteve
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Manel Pérez-Pons
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Fátima Rodríguez-Jara
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Marta Molinero
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Thalia Belmonte
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gonzalo Labarca
- Molecular and Translational Immunology Laboratory, Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, Universidad de Concepcion, Concepcion, Chile.,Internal Medicine Unit, Complejo Asistencial Dr. Víctor Ríos Ruiz, Los Ángeles, Chile
| | - Estefania Nova-Lamperti
- Molecular and Translational Immunology Laboratory, Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, Universidad de Concepcion, Concepcion, Chile
| | - Jesús Caballero
- Grup de Recerca Medicina Intensiva, Intensive Care Department Hospital Universitari Arnau de Vilanova, IRBLleida, Lleida, Spain
| | - Jesús F Bermejo-Martin
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Adrián Ceccato
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Laia Fernández-Barat
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona; IDIBAPS, Barcelona, Spain
| | - Ricard Ferrer
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Intensive Care Department, Vall d'Hebron Hospital Universitari. SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | | | - Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Pulmonology Service, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Ana Motos
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona; IDIBAPS, Barcelona, Spain
| | - Oscar Peñuelas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Hospital Universitario de Getafe, Madrid, Spain
| | - Jordi Riera
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Intensive Care Department, Vall d'Hebron Hospital Universitari. SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Pneumology Department, Clinic Institute of Thorax (ICT), Hospital Clinic of Barcelona - Insitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS) - ICREA, University of Barcelona (UB), Barcelona, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
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- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
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23
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García-Hidalgo MC, Peláez R, González J, Santisteve S, Benítez ID, Molinero M, Perez-Pons M, Belmonte T, Torres G, Moncusí-Moix A, Gort-Paniello C, Aguilà M, Seck F, Carmona P, Caballero J, Barberà C, Ceccato A, Fernández-Barat L, Ferrer R, Garcia-Gasulla D, Lorente-Balanza JÁ, Menéndez R, Motos A, Peñuelas O, Riera J, Bermejo-Martin JF, Torres A, Barbé F, de Gonzalo-Calvo D, Larráyoz IM. Genome-wide transcriptional profiling of pulmonary functional sequelae in ARDS- secondary to SARS-CoV-2 infection. Biomed Pharmacother 2022; 154:113617. [PMID: 36058144 PMCID: PMC9424524 DOI: 10.1016/j.biopha.2022.113617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 08/18/2022] [Accepted: 08/27/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Up to 80% of patients surviving acute respiratory distress syndrome (ARDS) secondary to SARS-CoV-2 infection present persistent anomalies in pulmonary function after hospital discharge. There is a limited understanding of the mechanistic pathways linked to post-acute pulmonary sequelae. AIM To identify the molecular underpinnings associated with severe lung diffusion involvement in survivors of SARS-CoV-2-induced ARDS. METHODS Survivors attended to a complete pulmonary evaluation 3 months after hospital discharge. RNA sequencing (RNA-seq) was performed using Illumina technology in whole-blood samples from 50 patients with moderate to severe diffusion impairment (DLCO<60%) and age- and sex-matched individuals with mild-normal lung function (DLCO≥60%). A transcriptomic signature for optimal classification was constructed using random forest. Transcriptomic data were analyzed for biological pathway enrichment, cellular deconvolution, cell/tissue-specific gene expression and candidate drugs. RESULTS RNA-seq identified 1357 differentially expressed transcripts. A model composed of 14 mRNAs allowed the optimal discrimination of survivors with severe diffusion impairment (AUC=0.979). Hallmarks of lung sequelae involved cell death signaling, cytoskeleton reorganization, cell growth and differentiation and the immune response. Resting natural killer (NK) cells were the most important immune cell subtype for the prediction of severe diffusion impairment. Components of the signature correlated with neutrophil, lymphocyte and monocyte counts. A variable expression profile of the transcripts was observed in lung cell subtypes and bodily tissues. One upregulated gene, TUBB4A, constitutes a target for FDA-approved drugs. CONCLUSIONS This work defines the transcriptional programme associated with post-acute pulmonary sequelae and provides novel insights for targeted interventions and biomarker development.
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Affiliation(s)
- María C. García-Hidalgo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Rafael Peláez
- Biomarkers and Molecular Signaling Group, Neurodegenerative Diseases Area Center for Biomedical Research of La Rioja, CIBIR, Logroño, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Sally Santisteve
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Iván D. Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Marta Molinero
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Manel Perez-Pons
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Thalía Belmonte
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Maria Aguilà
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Faty Seck
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Paola Carmona
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Jesús Caballero
- Grup de Recerca Medicina Intensiva, Intensive Care Department Hospital Universitari Arnau de Vilanova, Lleida, Spain
| | - Carme Barberà
- Intensive Care Department, University Hospital Santa María, IRBLleida, Lleida, Spain
| | - Adrián Ceccato
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Hospital Universitari Sagrat Cor, Barcelona, Spain
| | - Laia Fernández-Barat
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Servei de Pneumologia, Hospital Clinic; Universitat de Barcelona; IDIBAPS, Barcelona, Spain
| | - Ricard Ferrer
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Intensive Care Department, Vall d’Hebron Hospital Universitari. SODIR Research Group, Vall d’Hebron Institut de Recerca (VHIR), Spain
| | | | - Jose Ángel Lorente-Balanza
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Hospital Universitario de Getafe, Madrid, Spain
| | - Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Pulmonology Service, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Ana Motos
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Servei de Pneumologia, Hospital Clinic; Universitat de Barcelona; IDIBAPS, Barcelona, Spain
| | - Oscar Peñuelas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Hospital Universitario de Getafe, Madrid, Spain
| | - Jordi Riera
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Intensive Care Department, Vall d’Hebron Hospital Universitari. SODIR Research Group, Vall d’Hebron Institut de Recerca (VHIR), Spain
| | - Jesús F. Bermejo-Martin
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Pneumology Department, Clinic Institute of Thorax (ICT), Hospital Clinic of Barcelona, Insitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), ICREA, University of Barcelona (UB), Barcelona, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain,Correspondence to: Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Avda. Alcalde Rovira Roure 80, Lleida 25198, Spain
| | - Ignacio M. Larráyoz
- Biomarkers and Molecular Signaling Group, Neurodegenerative Diseases Area Center for Biomedical Research of La Rioja, CIBIR, Logroño, Spain,GRUPAC, Department of Nursing, University of La Rioja, Logroño, Spain,Correspondence to: Biomarkers and Molecular Signaling Group, Neurodegenerative Diseases Area, Center for Biomedical Research of La Rioja, CIBIR. C. Piqueras, 98, Logroño 26006, Spain
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24
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Molinero M, Gómez S, Benítez ID, Vengoechea JJ, González J, Polanco D, Gort-Paniello C, Moncusí-Moix A, García-Hidalgo MC, Perez-Pons M, Belmonte T, Torres G, Caballero J, Barberà C, Ayestarán Rota JI, Socías Crespí L, Ceccato A, Fernández-Barat L, Ferrer R, Garcia-Gasulla D, Lorente-Balanza JÁ, Menéndez R, Motos A, Peñuelas O, Riera J, Torres A, Barbé F, de Gonzalo-Calvo D. Multiplex protein profiling of bronchial aspirates reveals disease-, mortality- and respiratory sequelae-associated signatures in critically ill patients with ARDS secondary to SARS-CoV-2 infection. Front Immunol 2022; 13:942443. [PMID: 35967328 PMCID: PMC9373836 DOI: 10.3389/fimmu.2022.942443] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 07/04/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction Bronchial aspirates (BAS) obtained during invasive mechanical ventilation (IMV) constitutes a useful tool for molecular phenotyping and decision making. Aim To identify the proteomic determinants associated with disease pathogenesis, all-cause mortality and respiratory sequelae in BAS samples from critically ill patients with SARS-CoV-2-induced ARDS. Methods Multicenter study including 74 critically ill patients with COVID-19 and non-COVID-19 ARDS. BAS were obtained by bronchoaspiration after IMV initiation. Three hundred sixty-four proteins were quantified using proximity extension assay (PEA) technology. Random forest models were used to assess predictor importance. Results After adjusting for confounding factors, CST5, NADK, SRPK2 and TGF-α were differentially detected in COVID-19 and non-COVID-19 patients. In random forest models for COVID-19, CST5, DPP7, NADK, KYAT1 and TYMP showed the highest variable importance. In COVID-19 patients, reduced levels of ENTPD2 and PTN were observed in nonsurvivors of ICU stay, even after adjustment. AGR2, NQO2, IL-1α, OSM and TRAIL showed the strongest associations with in-ICU mortality and were used to construct a protein-based prediction model. Kaplan-Meier curves revealed a clear separation in mortality risk between subgroups of PTN, ENTPD2 and the prediction model. Cox regression models supported these findings. In survivors, the levels of FCRL1, NTF4 and THOP1 in BAS samples obtained during the ICU stay correlated with lung function (i.e., DLCO levels) 3 months after hospital discharge. Similarly, Flt3L and THOP1 levels were correlated with radiological features (i.e., TSS). These proteins are expressed in immune and nonimmune lung cells. Poor host response to viral infectivity and an inappropriate reparative mechanism seem to be linked with the pathogenesis of the disease and fatal outcomes, respectively. Conclusion BAS proteomics identified novel factors associated with the pathology of SARS-CoV-2-induced ARDS and its adverse outcomes. BAS-based protein testing emerges as a novel tool for risk assessment in the ICU.
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Affiliation(s)
- Marta Molinero
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Silvia Gómez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - J J Vengoechea
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Dinora Polanco
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - María C García-Hidalgo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Manel Perez-Pons
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Thalía Belmonte
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jesús Caballero
- Intensive Care Department, University Hospital Arnau de Vilanova, IRBLleida, Lleida, Spain
| | - Carme Barberà
- Intensive Care Department, University Hospital Santa María, IRBLleida, Lleida, Spain
| | - Jose Ignacio Ayestarán Rota
- Intensive Care Unit, Son Espases University Hospital, Instituto de Investigación Sanitaria Illes Balears (IdISBa), Palma de Mallorca, Spain
| | | | - Adrián Ceccato
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Laia Fernández-Barat
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - Ricard Ferrer
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Intensive Care Department, Vall d'Hebron Hospital Universitari. SODIR Research Group, Vall d'Hebron Institut de Recerca VHIR), Barcelona, Spain
| | | | - Jose Ángel Lorente-Balanza
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Hospital Universitario de Getafe, Madrid, Spain
| | - Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Pulmonology Service, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Ana Motos
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - Oscar Peñuelas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Hospital Universitario de Getafe, Madrid, Spain
| | - Jordi Riera
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Intensive Care Department, Vall d'Hebron Hospital Universitari. SODIR Research Group, Vall d'Hebron Institut de Recerca VHIR), Barcelona, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
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25
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de Gonzalo-Calvo D, Sopić M, Devaux Y. Methodological considerations for circulating long noncoding RNA quantification. Trends Mol Med 2022; 28:616-618. [PMID: 35701316 DOI: 10.1016/j.molmed.2022.05.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 05/23/2022] [Accepted: 05/23/2022] [Indexed: 11/30/2022]
Abstract
In the past decade, significant resources have been invested in long noncoding RNA (lncRNA) research. Despite the knowledge available, we are far from incorporation of lncRNA into clinical practice. Here, we emphasize the technical challenges in the field, hoping to provoke a response leading to new consensus and guidelines.
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Affiliation(s)
- David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
| | - Miron Sopić
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, Belgrade, Serbia.
| | - Yvan Devaux
- Cardiovascular Research Unit, Department of Population Health, Luxembourg Institute of Health, Strassen, Luxembourg
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26
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González J, Zuil M, Benítez ID, de Gonzalo-Calvo D, Aguilar M, Santisteve S, Vaca R, Minguez O, Seck F, Torres G, de Batlle J, Gómez S, Barril S, Moncusí-Moix A, Monge A, Gort-Paniello C, Ferrer R, Ceccato A, Fernández L, Motos A, Riera J, Menéndez R, Garcia-Gasulla D, Peñuelas O, Labarca G, Caballero J, Barberà C, Torres A, Barbé F. One Year Overview and Follow-Up in a Post-COVID Consultation of Critically Ill Patients. Front Med (Lausanne) 2022; 9:897990. [PMID: 35911414 PMCID: PMC9329578 DOI: 10.3389/fmed.2022.897990] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 06/20/2022] [Indexed: 01/19/2023] Open
Abstract
The long-term clinical management and evolution of a cohort of critical COVID-19 survivors have not been described in detail. We report a prospective observational study of COVID-19 patients admitted to the ICU between March and August 2020. The follow-up in a post-COVID consultation comprised symptoms, pulmonary function tests, the 6-minute walking test (6MWT), and chest computed tomography (CT). Additionally, questionnaires to evaluate the prevalence of post-COVID-19 syndrome were administered at 1 year. A total of 181 patients were admitted to the ICU during the study period. They were middle-aged (median [IQR] of 61 [52;67]) and male (66.9%), with a median ICU stay of 9 (5–24.2) days. 20% died in the hospital, and 39 were not able to be included. A cohort of 105 patients initiated the follow-up. At 1 year, 32.2% persisted with respiratory alterations and needed to continue the follow-up. Ten percent still had moderate/severe lung diffusion (DLCO) involvement (<60%), and 53.7% had a fibrotic pattern on CT. Moreover, patients had a mean (SD) number of symptoms of 5.7 ± 4.6, and 61.3% met the criteria for post-COVID syndrome at 1 year. During the follow-up, 46 patients were discharged, and 16 were transferred to other consultations. Other conditions, such as emphysema (21.6%), COPD (8.2%), severe neurocognitive disorders (4.1%), and lung cancer (1%) were identified. A high use of health care resources is observed in the first year. In conclusion, one-third of critically ill COVID-19 patients need to continue follow-up beyond 1 year, due to abnormalities on DLCO, chest CT, or persistent symptoms.
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Affiliation(s)
- Jessica González
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - María Zuil
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - Iván D. Benítez
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - María Aguilar
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
| | - Sally Santisteve
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - Rafaela Vaca
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
| | - Olga Minguez
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
| | - Faty Seck
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
| | - Gerard Torres
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - Jordi de Batlle
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - Silvia Gómez
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - Silvia Barril
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - Aida Monge
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - Ricard Ferrer
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
- Intensive Care Department, Vall d’Hebron Hospital Universitari, Shock, Organ Dysfunction and Resuscitation (SODIR) Research Group, Vall d’Hebron Institut de Recerca, Barcelona, Spain
| | - Adrián Ceccato
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
| | - Laia Fernández
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
- Department of Pulmonary, Hospital Clinic, Universitat de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Ana Motos
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
- Department of Pulmonary, Hospital Clinic, Universitat de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Jordi Riera
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
- Intensive Care Department, Vall d’Hebron Hospital Universitari, Shock, Organ Dysfunction and Resuscitation (SODIR) Research Group, Vall d’Hebron Institut de Recerca, Barcelona, Spain
| | - Rosario Menéndez
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
- Department of Pulmonary, University and Polytechnic Hospital La Fe, Valencia, Spain
| | | | - Oscar Peñuelas
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
- Hospital Universitario de Getafe, Madrid, Spain
| | - Gonzalo Labarca
- Faculty of Medicine, University of Concepción, Concepción, Chile
- Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, Concepción, Chile
| | - Jesús Caballero
- Intensive Care Department, Hospital Universitari Arnau de Vilanova de Lleida, Lleida, Spain
| | - Carme Barberà
- Intensive Care Department, Hospital Universitari Santa Maria de Lleida, Lleida, Spain
| | - Antoni Torres
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
- Department of Pulmonary, Hospital Clinic, Universitat de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Ferran Barbé
- Department of Pulmonary, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
- Translational Research in Respiratory Medicine Group, Lleida, Spain
- Lleida Biomedical Research Institute, Lleida, Spain
- Centro de Investigación Biomédica en Red (CIBER) of Respiratory Diseases, Institute of Health Carlos III, Madrid, Spain
- *Correspondence: Ferran Barbé,
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Benítez ID, de Batlle J, Torres G, González J, de Gonzalo-Calvo D, Targa AD, Gort-Paniello C, Moncusí-Moix A, Ceccato A, Fernández-Barat L, Ferrer R, Garcia-Gasulla D, Menéndez R, Motos A, Peñuelas O, Riera J, Bermejo-Martin JF, Peñasco Y, Ricart P, Martin Delgado MC, Aguilera L, Rodríguez A, Boado Varela MV, Suarez-Sipmann F, Pozo-Laderas JC, Solé-Violan J, Nieto M, Novo MA, Barberán J, Amaya Villar R, Garnacho-Montero J, García-Garmendia JL, Gómez JM, Lorente JÁ, Blandino Ortiz A, Tamayo Lomas L, López-Ramos E, Úbeda A, Catalán-González M, Sánchez-Miralles A, Martínez Varela I, Jorge García RN, Franco N, Gumucio-Sanguino VD, Huerta Garcia A, Bustamante-Munguira E, Valdivia LJ, Caballero J, Gallego E, Martínez de la Gándara A, Castellanos-Ortega Á, Trenado J, Marin-Corral J, Albaiceta GM, de la Torre MDC, Loza-Vázquez A, Vidal P, Lopez Messa J, Añón JM, Carbajales Pérez C, Sagredo V, Bofill N, Carbonell N, Socias L, Barberà C, Estella A, Valledor Mendez M, Diaz E, López Lago A, Torres A, Barbé F. Prognostic implications of comorbidity patterns in critically ill COVID-19 patients: A multicenter, observational study. Lancet Reg Health Eur 2022; 18:100422. [PMID: 35655660 PMCID: PMC9148543 DOI: 10.1016/j.lanepe.2022.100422] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Background The clinical heterogeneity of COVID-19 suggests the existence of different phenotypes with prognostic implications. We aimed to analyze comorbidity patterns in critically ill COVID-19 patients and assess their impact on in-hospital outcomes, response to treatment and sequelae. Methods Multicenter prospective/retrospective observational study in intensive care units of 55 Spanish hospitals. 5866 PCR-confirmed COVID-19 patients had comorbidities recorded at hospital admission; clinical and biological parameters, in-hospital procedures and complications throughout the stay; and, clinical complications, persistent symptoms and sequelae at 3 and 6 months. Findings Latent class analysis identified 3 phenotypes using training and test subcohorts: low-morbidity (n=3385; 58%), younger and with few comorbidities; high-morbidity (n=2074; 35%), with high comorbid burden; and renal-morbidity (n=407; 7%), with chronic kidney disease (CKD), high comorbidity burden and the worst oxygenation profile. Renal-morbidity and high-morbidity had more in-hospital complications and higher mortality risk than low-morbidity (adjusted HR (95% CI): 1.57 (1.34-1.84) and 1.16 (1.05-1.28), respectively). Corticosteroids, but not tocilizumab, were associated with lower mortality risk (HR (95% CI) 0.76 (0.63-0.93)), especially in renal-morbidity and high-morbidity. Renal-morbidity and high-morbidity showed the worst lung function throughout the follow-up, with renal-morbidity having the highest risk of infectious complications (6%), emergency visits (29%) or hospital readmissions (14%) at 6 months (p<0.01). Interpretation Comorbidity-based phenotypes were identified and associated with different expression of in-hospital complications, mortality, treatment response, and sequelae, with CKD playing a major role. This could help clinicians in day-to-day decision making including the management of post-discharge COVID-19 sequelae. Funding ISCIII, UNESPA, CIBERES, FEDER, ESF.
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28
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Almansa R, Eiros JM, de Gonzalo-Calvo D, Postigo T, Ortega A, Lopez-Izquierdo R, Moncusí-Moix A, Gort-Paniello C, Dominguez-Gil M, Fuente ADL, González-González L, Luis-García T, García-Mateo N, Tedim AP, Rodríguez-Jara F, Jorge N, González J, Torres G, Gutiérrez-Pérez ON, Villegas MJ, Campo S, Ayllon E, Albi TR, de Frutos Arribas J, Domingo AA, Abadia-Otero J, Barquero JG, Trapiello W, Garcia Frade LJ, Inglada L, Campo FD, Bermejo-Martin JF, Barbé F, Torres A. N-antigenemia detection by a rapid lateral flow test predicts 90-day mortality in COVID-19: a prospective cohort study. Clin Microbiol Infect 2022; 28:1391.e1-1391.e5. [PMID: 35654316 PMCID: PMC9150910 DOI: 10.1016/j.cmi.2022.05.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 05/03/2022] [Accepted: 05/14/2022] [Indexed: 11/28/2022]
Abstract
Objectives To evaluate if the detection of N antigen of SARS-CoV-2 in plasma by a rapid lateral flow test predicts 90-day mortality in COVID-19 patients hospitalized at the wards. Methods The presence of N-antigenemia was evaluated in the first 36 hours after hospitalization in 600 unvaccinated COVID-19 patients, by using the Panbio COVID-19 Ag Rapid Test Device from Abbott (Abbott Laboratories Inc., Chicago, IL, USA). The impact of N-antigenemia on 90-day mortality was assessed by multivariable Cox regression analysis. Results Prevalence of N-antigenemia at hospitalization was higher in nonsurvivors (69% (82/118) vs. 52% (250/482); p < 0.001). The patients with N-antigenemia showed more frequently RNAemia (45.7% (148/324) vs. 19.8% (51/257); p < 0.001), absence of anti-SARS-CoV-2 N antibodies (80.7% (264/327) vs. 26.6% (69/259); p < 0.001) and absence of S1 antibodies (73.4% (240/327) vs. 23.6% (61/259); p < 0.001). The patients with antigenemia showed more frequently acute respiratory distress syndrome (30.1% (100/332) vs. 18.7% (50/268); p = 0.001) and nosocomial infections (13.6% (45/331) vs. 7.9% (21/267); p = 0.026). N-antigenemia was a risk factor for increased 90-day mortality in the multivariable analysis (HR, 1.99 (95% CI,1.09–3.61), whereas the presence of anti-SARS-CoV-2 N-antibodies represented a protective factor (HR, 0.47 (95% CI, 0.26–0.85). Discussion The presence of N-antigenemia or the absence of anti-SARS-CoV-2 N-antibodies after hospitalization is associated to increased 90-day mortality in unvaccinated COVID-19 patients. Detection of N-antigenemia by using lateral flow tests is a quick, widely available tool that could contribute to early identify those COVID-19 patients at risk of deterioration.
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Affiliation(s)
- Raquel Almansa
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, 58-182, 37007 Salamanca, Spain; Department of Cellular Biology, Hystology and Pharmacology. University of Valladolid, Av. Ramón y Cajal, 7, 47005 Valladolid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain
| | - Jose María Eiros
- Microbiology Service, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - David de Gonzalo-Calvo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain; Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRB Lleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida Spain
| | - Tamara Postigo
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, 58-182, 37007 Salamanca, Spain; Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Alicia Ortega
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, 58-182, 37007 Salamanca, Spain; Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Raul Lopez-Izquierdo
- Emergency Department, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Anna Moncusí-Moix
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain; Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRB Lleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida Spain
| | - Clara Gort-Paniello
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain; Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRB Lleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida Spain
| | - Marta Dominguez-Gil
- Microbiology Service, Hospital Universitario Rio Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Amanda de la Fuente
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, 58-182, 37007 Salamanca, Spain; Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Laura González-González
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, 58-182, 37007 Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain
| | - Tania Luis-García
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, 58-182, 37007 Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain
| | - Nadia García-Mateo
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, 58-182, 37007 Salamanca, Spain; Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Ana P Tedim
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, 58-182, 37007 Salamanca, Spain; Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Fátima Rodríguez-Jara
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain; Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRB Lleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida Spain
| | - Noelia Jorge
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, 58-182, 37007 Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRB Lleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida Spain
| | - Gerard Torres
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain; Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRB Lleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida Spain
| | - Oliver Norberto Gutiérrez-Pérez
- Hematology Service. Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Maria José Villegas
- Hematology Service. Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Sonia Campo
- Hematology Service. Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Eva Ayllon
- Hematology Service. Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Tomás Ruiz Albi
- Pneumology Service, Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Julio de Frutos Arribas
- Pneumology Service, Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain; Deparment of Medicine, Dermatology and Toxicology, School of Medicine, University of Valladolid, Av. Ramón y Cajal, 7, 47005 Valladolid, Spain
| | - Ainhoa Arroyo Domingo
- Pneumology Service, Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Jesica Abadia-Otero
- Internal Medicine Service, Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Julia Gómez Barquero
- Internal Medicine Service, Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Wysali Trapiello
- Clinical Analysis Service. Hospital Clínico Universitario de Valladolid, Gerencia Regional de Salud de Castilla y León, Av. Ramón y Cajal, 3, 47003 Valladolid, Spain
| | - Luis Javier Garcia Frade
- Hematology Service. Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Luis Inglada
- Internal Medicine Service, Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain
| | - Felix Del Campo
- Pneumology Service, Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain; Deparment of Medicine, Dermatology and Toxicology, School of Medicine, University of Valladolid, Av. Ramón y Cajal, 7, 47005 Valladolid, Spain; Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain
| | - Jesús F Bermejo-Martin
- Group for Biomedical Research in Sepsis (BioSepsis). Instituto de Investigación Biomédica de Salamanca, (IBSAL), Gerencia Regional de Salud de Castilla y León, Paseo de San Vicente, 58-182, 37007 Salamanca, Spain; Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain; Hospital Universitario Río Hortega, Gerencia Regional de Salud de Castilla y León, Calle Dulzaina, 2, 47012 Valladolid, Spain.
| | - Ferran Barbé
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain; Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRB Lleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida Spain
| | - Antoni Torres
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain; Department of Pulmonology, Hospital Clinic de Barcelona, Universidad de Barcelona, Institut D investigacions August Pi I Sunyer (IDIBAPS), Carrer del Rosselló, 149, 08036 Barcelona, Spain; Catalan Institution for Research and Advanced Studies, Passeig de Lluís Companys, 23, 08010 Barcelona, Spain
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García-Hidalgo MC, González J, Benítez ID, Carmona P, Santisteve S, Moncusí-Moix A, Gort-Paniello C, Rodríguez-Jara F, Molinero M, Perez-Pons M, Torres G, Caballero J, Barberà C, Tedim AP, Almansa R, Ceccato A, Fernández-Barat L, Ferrer R, Garcia-Gasulla D, Menéndez R, Motos A, Peñuelas O, Riera J, Bermejo-Martin JF, Torres A, Barbé F, de Gonzalo-Calvo D. Proteomic profiling of lung diffusion impairment in the recovery stage of SARS-CoV-2-induced ARDS. Clin Transl Med 2022; 12:e838. [PMID: 35538880 PMCID: PMC9091985 DOI: 10.1002/ctm2.838] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 04/04/2022] [Accepted: 04/08/2022] [Indexed: 12/19/2022] Open
Affiliation(s)
- María C García-Hidalgo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Paola Carmona
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Sally Santisteve
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Fátima Rodríguez-Jara
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Marta Molinero
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Manel Perez-Pons
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jesús Caballero
- Intensive Care Department, University Hospital Arnau de Vilanova, IRBLleida, Lleida, Spain
| | - Carme Barberà
- Intensive Care Department, University Hospital Santa María, IRBLleida, Lleida, Spain
| | - Ana P Tedim
- Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain.,Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Raquel Almansa
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain.,Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Adrián Ceccato
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Laia Fernández-Barat
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - Ricard Ferrer
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Intensive Care Department, Vall d'Hebron Hospital Universitari, SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Spain
| | | | - Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Pulmonology Service, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Ana Motos
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - Oscar Peñuelas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Hospital Universitario de Getafe, Madrid, Spain
| | - Jordi Riera
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Intensive Care Department, Vall d'Hebron Hospital Universitari, SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Spain
| | - Jesús F Bermejo-Martin
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain.,Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
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Torres A, Motos A, Ceccato A, Bermejo-Martin J, de Gonzalo-Calvo D, Pérez R, Barroso M, Pascual IZ, Gonzalez J, Fernández-Barat L, Ferrer R, Riera J, García-Gasulla D, Peñuelas O, Lorente JÁ, Almansa R, Menéndez R, Kiarostami K, Canseco J, Villar RA, Añón JM, Mariño AB, Barberà C, Barberán J, Ortiz AB, Boado MV, Bustamante-Munguira E, Caballero J, Cantón-Bulnes ML, Pérez CC, Carbonell N, Catalán-González M, de Frutos R, Franco N, Galbán C, Gumucio-Sanguino VD, Torre MDCDL, Díaz E, Estella Á, Gallego E, Garmendia JLG, Gómez JM, Huerta A, García RNJ, Loza-Vázquez A, Marin-Corral J, Delgado MCM, Gándara AMDL, Varela IM, Messa JL, Albaiceta GM, Nieto M, Novo MA, Peñasco Y, Pérez-García F, Pozo-Laderas JC, Ricart P, Sagredo V, Sánchez-Miralles Á, Chinesta SS, Serra-Fortuny M, Socias L, Solé-Violan J, Suárez-Sipmann F, Lomas LT, Trenado J, Úbeda A, Valdivia LJ, Vidal P, Barbé F. Methodology of a Large Multicenter Observational Study of Patients with COVID-19 in Spanish Intensive Care Units. Arch Bronconeumol 2022; 58 Suppl 1:22-31. [PMID: 35491287 PMCID: PMC9012512 DOI: 10.1016/j.arbres.2022.03.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 03/30/2022] [Indexed: 01/17/2023]
Abstract
INTRODUCTION The COVID-19 pandemic created tremendous challenges for health-care systems. Intensive care units (ICU) were hit with a large volume of patients requiring ICU admission, mechanical ventilation, and other organ support with very high mortality. The Centro de Investigación Biomédica en Red-Enfermedades Respiratorias (CIBERES), a network of Spanish researchers to investigate in respiratory disease, commissioned the current proposal in response to the Instituto de Salud Carlos III (ISCIII) call. METHODS CIBERESUCICOVID is a multicenter, observational, prospective/retrospective cohort study of patients with COVID-19 admitted to Spanish ICUs. Several work packages were created, including study population and ICU data collection, follow-up, biomarkers and miRNAs, data management and quality. RESULTS This study included 6102 consecutive patients admitted to 55 ICUs homogeneously distributed throughout Spain and the collection of blood samples from more than 1000 patients. We enrolled a large population of COVID-19 ICU-admitted patients including baseline characteristics, ICU and MV data, treatments complications, and outcomes. The in-hospital mortality was 31%, and 76% of patients required invasive mechanical ventilation. A 3-6 month and 1 year follow-up was performed. Few deaths after 1 year discharge were registered. Low anti-SARS-CoV-2 S antibody levels predict mortality in critical COVID-19. These antibodies contribute to prevent systemic dissemination of SARS-CoV-2. The severity of COVID-19 impacts the circulating miRNA profile. Plasma miRNA profiling emerges as a useful tool for risk-based patient stratification in critically ill COVID-19 patients. CONCLUSIONS We present the methodology used in a large multicenter study sponsored by ISCIII to determine the short- and long-term outcomes in patients with COVID-19 admitted to more than 50 Spanish ICUs.
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Affiliation(s)
- Antoni Torres
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Department of Pneumology, Hospital Clínic of Barcelona, August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain.
| | - Anna Motos
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Department of Pneumology, Hospital Clínic of Barcelona, August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Adrián Ceccato
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Department of Pneumology, Hospital Clínic of Barcelona, August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Jesús Bermejo-Martin
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain; Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
| | - David de Gonzalo-Calvo
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Raquel Pérez
- Barcelona Supercomputing Centre (BSC), Barcelona, Spain
| | - Marta Barroso
- Barcelona Supercomputing Centre (BSC), Barcelona, Spain
| | | | - Jessica Gonzalez
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Department of Pneumology, Hospital Clínic of Barcelona, August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain; Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain; Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain; Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain; Barcelona Supercomputing Centre (BSC), Barcelona, Spain; Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain; Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Laia Fernández-Barat
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Department of Pneumology, Hospital Clínic of Barcelona, August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Ricard Ferrer
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Jordi Riera
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | | | - Oscar Peñuelas
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
| | - José Ángel Lorente
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
| | - Raquel Almansa
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Rosario Menéndez
- Pulmonary Department, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Kasra Kiarostami
- Department of Pneumology, Hospital Clínic of Barcelona, August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Joan Canseco
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Department of Pneumology, Hospital Clínic of Barcelona, August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Rosario Amaya Villar
- Intensive Care Clinical Unit, Hospital Universitario Virgen de Rocío, Sevilla, Spain
| | - José M Añón
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Servicio de Medicina Intensiva, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | | | | | - José Barberán
- Hospital Universitario HM Montepríncipe, Universidad San Pablo-CEU, Madrid, Spain
| | - Aaron Blandino Ortiz
- Servicio de Medicina Intensiva, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | - Elena Bustamante-Munguira
- Department of Intensive Care Medicine, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - Jesús Caballero
- Critical Care Department, Hospital Universitari Arnau de Vilanova, IRBLleida, Lleida, Spain
| | | | | | - Nieves Carbonell
- Intensive Care Unit, Hospital Clínico y Universitario de Valencia, Valencia, Spain
| | | | - Raúl de Frutos
- Servicio de Anestesiología y Reanimación, Hospital Universitario de Basurto, Bilbao, Vizcaya, Spain
| | | | - Cristóbal Galbán
- Department of Medicine, CHUS, Complejo Hospitalario Universitario de Santiago, Santiago de Compostela, A Coruña, Spain
| | - Víctor D Gumucio-Sanguino
- Department of Intensive Care, Hospital Universitari de Bellvitge, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | | | - Emili Díaz
- Critical Care Department, Corporació Sanitària Parc Taulí, Department of Medicine, Universitat Autònoma de Barcelona (UAB), Sabadell, Barcelona, Spain
| | - Ángel Estella
- Departamento de Medicina, Facultad de Medicina, Universidad de Cádiz, Hospital Universitario de Jerez, Jerez de la Frontera, Cádiz, Spain
| | - Elena Gallego
- Unidad de Cuidados Intensivos, Hospital Universitario San Pedro de Alcántara, Cáceres, Spain
| | | | - José M Gómez
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Arturo Huerta
- Pulmonary and Critical Care Division, Emergency Department, Clínica Sagrada Família, Barcelona, Spain
| | | | - Ana Loza-Vázquez
- Unidad de Medicina Intensiva, Hospital Universitario Virgen de Valme, Sevilla, Spain
| | | | | | | | | | | | - Guillermo M Albaiceta
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Departamento de Biología Funcional, Instituto Universitario de Oncología del Principado de Asturias, Universidad de Oviedo, Instituto de Investigación Sanitaria del Principado de Asturias, Hospital Central de Asturias, Oviedo, Asturias, Spain
| | - Maite Nieto
- Hospital Universitario de Segovia, Segovia, Spain
| | - Mariana Andrea Novo
- Servei de Medicina Intensiva, Hospital Universitari Son Espases, Palma de Mallorca, Illes Balears, Spain
| | - Yhivian Peñasco
- Servicio de Medicina Intensiva, Hospital Universitario Marqués de Valdecilla, Santander, Cantabria, Spain
| | - Felipe Pérez-García
- Servicio de Microbiología Clínica, Hospital Universitario Príncipe de Asturias, Departamento de Biomedicina y Biotecnología, Universidad de Alcalá de Henares, Madrid, Spain
| | - Juan Carlos Pozo-Laderas
- UGC-Medicina Intensiva, Hospital Universitario Reina Sofía, Instituto Maimónides IMIBIC, Córdoba, Spain
| | - Pilar Ricart
- Servei de Medicina Intensiva, Hospital Universitari Germans Trias, Badalona, Barcelona, Spain
| | | | | | - Susana Sancho Chinesta
- Servicio de Medicina Intensiva, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | | | - Lorenzo Socias
- Intensive Care Unit, Hospital Son Llàtzer, Palma de Mallorca, Illes Balears, Spain
| | - Jordi Solé-Violan
- Critical Care Department, Hospital de Gran Canaria Dr. Negrín, Las Palmas, Spain
| | | | - Luis Tamayo Lomas
- Critical Care Department, Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
| | - José Trenado
- Servicio de Medicina Intensiva, Hospital Universitario Mútua de Terrassa, Terrassa, Barcelona, Spain
| | - Alejandro Úbeda
- Servicio de Medicina Intensiva, Hospital Punta de Europa, Algeciras, Cádiz, Spain
| | | | - Pablo Vidal
- Complexo Hospitalario Universitario de Ourense, Ourense, Spain
| | - Ferran Barbé
- CIBER de Enfermedades Respiratorias (CIBERES), Spain; Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
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de Gonzalo-Calvo D, Marchese M, Hellemans J, Betsou F, Skov Frisk NL, Dalgaard LT, Lakkisto P, Foy C, Scherer A, Garcia Bermejo ML, Devaux Y. Consensus guidelines for the validation of qRT-PCR assays in clinical research by the CardioRNA consortium. Mol Ther Methods Clin Dev 2022; 24:171-180. [PMID: 35118162 PMCID: PMC8792405 DOI: 10.1016/j.omtm.2021.12.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Despite promising findings, quantitative PCR (qPCR)-based tests for RNA quantification have experienced serious limitations in their clinical application. The noticeable lack of technical standardization remains a huge obstacle in the translation of qPCR-based tests. The incorporation of qPCR-based tests into the clinic will benefit from guidelines for clinical research assay validation. This will ultimately impact the clinical management of the patient, including diagnosis, prognosis, prediction, monitoring of the therapeutic response, and evaluation of toxicity. However, clear assay validation protocols for biomarker investigation in clinical trials using molecular assays are currently lacking. Here, we will focus on the necessary steps, including sample acquisition, processing and storage, RNA purification, target selection, assay design, and experimental design, that need to be taken toward the appropriate validation of qRT-PCR assays in clinical research. These recommendations can fill the gap between research use only (RUO) and in vitro diagnostics (IVD). Our contribution provides a tool for basic and clinical research for the development of validated assays in the intermediate steps of biomarker research. These guidelines are based on the current understanding and consensus within the EU-CardioRNA COST Action consortium (www.cardiorna.eu). Their applicability encompasses all clinical areas.
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Affiliation(s)
- David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, 25198 Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain
| | - Monica Marchese
- Integrated Bed to Bench Operations (IBBO), Luxembourg Institute of Health, 1445 Strassen, Luxembourg
| | | | - Fay Betsou
- Laboratoire National de Santé (LNS), 3555 Dudelange, Luxembourg
| | - Nanna Lond Skov Frisk
- Department of Science and Environment, Roskilde University, 4000 Roskilde, Denmark.,Department of Clinical Immunology, Naestved Hospital, 4700 Naestved, Denmark
| | - Louise Torp Dalgaard
- Department of Science and Environment, Roskilde University, 4000 Roskilde, Denmark
| | - Päivi Lakkisto
- Minerva Foundation Institute for Medical Research, 00290 Helsinki, Finland.,Department of Clinical Chemistry, University of Helsinki and Helsinki University Hospital, 00029 Helsinki, Finland
| | - Carole Foy
- National Measurement Laboratory, LGC, Teddington TW11 0LY, UK
| | - Andreas Scherer
- Institute for Molecular Medicine Finland FIMM, Helsinki Institute for Life Science HiLIFE, University of Helsinki, 00014 Helsinki, Finland.,European Research Infrastructure for Translational Medicine EATRIS, 1081 HZ Amsterdam, the Netherlands
| | - María Laura Garcia Bermejo
- European Research Infrastructure for Translational Medicine EATRIS, 1081 HZ Amsterdam, the Netherlands.,Biomarkers and Therapeutic Targets Group, Ramon y Cajal Health Research Institute (IRYCIS), RedinRen, 28034 Madrid, Spain
| | - Yvan Devaux
- Cardiovascular Research Unit, Department of Population Health, Luxembourg Institute of Health, 1A-B rue Edison, 1445 Strassen, Luxembourg
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Devaux Y, Pinet F, de Gonzalo-Calvo D. Editorial: The Non-Coding Transcriptome as a New Player in Intercellular Communication. Front Mol Biosci 2022; 9:858702. [PMID: 35281254 PMCID: PMC8904961 DOI: 10.3389/fmolb.2022.858702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 01/26/2022] [Indexed: 11/22/2022] Open
Affiliation(s)
- Yvan Devaux
- Cardiovascular Research Unit, Department of Population Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Florence Pinet
- Univ. Lille, Inserm, CHU Lille, Institut Pasteur de Lille, U1167 - RID-AGE-Facteurs de Risque et Déterminants Moléculaires des Maladies Liées au Vieillissement, Lille, France
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- *Correspondence: David de Gonzalo-Calvo,
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Molinero M, Benítez ID, González J, Gort-Paniello C, Moncusí-Moix A, Rodríguez-Jara F, García-Hidalgo MC, Torres G, Vengoechea JJ, Gómez S, Cabo R, Caballero J, Bermejo-Martin JF, Ceccato A, Fernández-Barat L, Ferrer R, Garcia-Gasulla D, Menéndez R, Motos A, Peñuelas O, Riera J, Torres A, Barbé F, de Gonzalo-Calvo D. Bronchial Aspirate-Based Profiling Identifies MicroRNA Signatures Associated With COVID-19 and Fatal Disease in Critically Ill Patients. Front Med (Lausanne) 2022; 8:756517. [PMID: 35186962 PMCID: PMC8850692 DOI: 10.3389/fmed.2021.756517] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 12/28/2021] [Indexed: 12/22/2022] Open
Abstract
Background The pathophysiology of COVID-19-related critical illness is not completely understood. Here, we analyzed the microRNA (miRNA) profile of bronchial aspirate (BAS) samples from COVID-19 and non-COVID-19 patients admitted to the ICU to identify prognostic biomarkers of fatal outcomes and to define molecular pathways involved in the disease and adverse events. Methods Two patient populations were included (n = 89): (i) a study population composed of critically ill COVID-19 and non-COVID-19 patients; (ii) a prospective study cohort composed of COVID-19 survivors and non-survivors among patients assisted by invasive mechanical ventilation (IMV). BAS samples were obtained by bronchoaspiration during the ICU stay. The miRNA profile was analyzed using RT-qPCR. Detailed biomarker and bioinformatics analyses were performed. Results The deregulation in five miRNA ratios (miR-122-5p/miR-199a-5p, miR-125a-5p/miR-133a-3p, miR-155-5p/miR-486-5p, miR-214-3p/miR-222-3p, and miR-221-3p/miR-27a-3p) was observed when COVID-19 and non-COVID-19 patients were compared. In addition, five miRNA ratios segregated between ICU survivors and nonsurvivors (miR-1-3p/miR-124-3p, miR-125b-5p/miR-34a-5p, miR-126-3p/miR-16-5p, miR-199a-5p/miR-9-5p, and miR-221-3p/miR-491-5p). Through multivariable analysis, we constructed a miRNA ratio-based prediction model for ICU mortality that optimized the best combination of miRNA ratios (miR-125b-5p/miR-34a-5p, miR-199a-5p/miR-9-5p, and miR-221-3p/miR-491-5p). The model (AUC 0.85) and the miR-199a-5p/miR-9-5p ratio (AUC 0.80) showed an optimal discrimination value and outperformed the best clinical predictor for ICU mortality (days from first symptoms to IMV initiation, AUC 0.73). The survival analysis confirmed the usefulness of the miRNA ratio model and the individual ratio to identify patients at high risk of fatal outcomes following IMV initiation. Functional enrichment analyses identified pathological mechanisms implicated in fibrosis, coagulation, viral infections, immune responses and inflammation. Conclusions COVID-19 induces a specific miRNA signature in BAS from critically ill patients. In addition, specific miRNA ratios in BAS samples hold individual and collective potential to improve risk-based patient stratification following IMV initiation in COVID-19-related critical illness. The biological role of the host miRNA profiles may allow a better understanding of the different pathological axes of the disease.
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Affiliation(s)
- Marta Molinero
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Iván D. Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Fátima Rodríguez-Jara
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - María C. García-Hidalgo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - J. J. Vengoechea
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Silvia Gómez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ramón Cabo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Jesús Caballero
- Intensive Care Department, University Hospital Arnau de Vilanova, IRBLleida, Lleida, Spain
| | - Jesús F. Bermejo-Martin
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Adrián Ceccato
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Laia Fernández-Barat
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - Ricard Ferrer
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Intensive Care Department, Vall d'Hebron Hospital Universitari, SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | | | - Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Pulmonology Service, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Ana Motos
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - Oscar Peñuelas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Hospital Universitario de Getafe, Madrid, Spain
| | - Jordi Riera
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Intensive Care Department, Vall d'Hebron Hospital Universitari, SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, IDIBAPS, Barcelona, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- *Correspondence: David de Gonzalo-Calvo
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González J, Benítez ID, de Gonzalo-Calvo D, Torres G, de Batlle J, Gómez S, Moncusí-Moix A, Carmona P, Santisteve S, Monge A, Gort-Paniello C, Zuil M, Cabo-Gambín R, Manzano Senra C, Vengoechea Aragoncillo JJ, Vaca R, Minguez O, Aguilar M, Ferrer R, Ceccato A, Fernández L, Motos A, Riera J, Menéndez R, Garcia-Gasulla D, Peñuelas O, Labarca G, Caballero J, Barberà C, Torres A, Barbé F. Impact of time to intubation on mortality and pulmonary sequelae in critically ill patients with COVID-19: a prospective cohort study. Crit Care 2022; 26:18. [PMID: 35012662 PMCID: PMC8744383 DOI: 10.1186/s13054-021-03882-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 12/23/2021] [Indexed: 01/08/2023]
Abstract
Question We evaluated whether the time between first respiratory support and intubation of patients receiving invasive mechanical ventilation (IMV) due to COVID-19 was associated with mortality or pulmonary sequelae.
Materials and methods Prospective cohort of critical COVID-19 patients on IMV. Patients were classified as early intubation if they were intubated within the first 48 h from the first respiratory support or delayed intubation if they were intubated later. Surviving patients were evaluated after hospital discharge.
Results We included 205 patients (140 with early IMV and 65 with delayed IMV). The median [p25;p75] age was 63 [56.0; 70.0] years, and 74.1% were male. The survival analysis showed a significant increase in the risk of mortality in the delayed group with an adjusted hazard ratio (HR) of 2.45 (95% CI 1.29–4.65). The continuous predictor time to IMV showed a nonlinear association with the risk of in-hospital mortality. A multivariate mortality model showed that delay of IMV was a factor associated with mortality (HR of 2.40; 95% CI 1.42–4.1). During follow-up, patients in the delayed group showed a worse DLCO (mean difference of − 10.77 (95% CI − 18.40 to − 3.15), with a greater number of affected lobes (+ 1.51 [95% CI 0.89–2.13]) and a greater TSS (+ 4.35 [95% CI 2.41–6.27]) in the chest CT scan. Conclusions Among critically ill patients with COVID-19 who required IMV, the delay in intubation from the first respiratory support was associated with an increase in hospital mortality and worse pulmonary sequelae during follow-up. Supplementary Information The online version contains supplementary material available at 10.1186/s13054-021-03882-1.
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Affiliation(s)
- Jessica González
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jordi de Batlle
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Silvia Gómez
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Paola Carmona
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Sally Santisteve
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Aida Monge
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - María Zuil
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ramón Cabo-Gambín
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Carlos Manzano Senra
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - José Javier Vengoechea Aragoncillo
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain.,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Rafaela Vaca
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain
| | - Olga Minguez
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain
| | - María Aguilar
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain.,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain
| | - Ricard Ferrer
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Intensive Care Department, Vall d'Hebron Hospital Universitari, Barcelona, Spain.,SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Adrián Ceccato
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Laia Fernández
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Pulmonary Department, Hospital Clinic, Universitat de Barcelona. IDIBAPS. ICREA, Barcelona, Spain
| | - Ana Motos
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Pulmonary Department, Hospital Clinic, Universitat de Barcelona. IDIBAPS. ICREA, Barcelona, Spain
| | - Jordi Riera
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Intensive Care Department, Vall d'Hebron Hospital Universitari, Barcelona, Spain.,SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,University and Polytechnic Hospital La Fe, Valencia, Spain
| | | | - Oscar Peñuelas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Hospital Universitario de Getafe, Madrid, Spain
| | - Gonzalo Labarca
- Faculty of Medicine, University of Concepcion, Concepción, Chile.,Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, University of Concepcion, Concepción, Chile
| | - Jesús Caballero
- Intensive Care Department, Hospital Universitari Arnau de Vilanova de Lleida, IRBLleida, Lleida, Spain
| | - Carme Barberà
- Intensive Care Department, Hospital Universitari Santa Maria de Lleida, Lleida, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.,Pulmonary Department, Hospital Clinic, Universitat de Barcelona. IDIBAPS. ICREA, Barcelona, Spain
| | - Ferran Barbé
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure, 80, 25198, Lleida, Spain. .,Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain. .,Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain. .,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
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35
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Torres A, Motos A, Riera J, Fernández-Barat L, Ceccato A, Pérez-Arnal R, García-Gasulla D, Peñuelas O, Lorente JA, Rodriguez A, de Gonzalo-Calvo D, Almansa R, Gabarrús A, Menéndez R, Bermejo-Martin JF, Ferrer R, Amaya Villar R, Añón JM, Barberà C, Barberán J, Blandino Ortiz A, Bustamante-Munguira E, Caballero J, Carbajales C, Carbonell N, Catalán-González M, Galbán C, Gumucio-Sanguino VD, de la Torre MDC, Díaz E, Estella Á, Gallego E, García Garmendia JL, Garnacho-Montero J, Gómez JM, Huerta A, Jorge García RN, Loza-Vázquez A, Marin-Corral J, Martínez de la Gándara A, Martínez Varela I, López Messa J, M Albaiceta G, Novo MA, Peñasco Y, Pozo-Laderas JC, Ricart P, Salvador-Adell I, Sánchez-Miralles A, Sancho Chinesta S, Socias L, Solé-Violan J, Suares Sipmann F, Tamayo Lomas L, Trenado J, Barbé F. Correction to: The evolution of the ventilatory ratio is a prognostic factor in mechanically ventilated COVID-19 ARDS patients. Crit Care 2021; 25:435. [PMID: 34920738 PMCID: PMC8678582 DOI: 10.1186/s13054-021-03849-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Affiliation(s)
- Antoni Torres
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain. .,Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain. .,Servei de Pneumologia i Al·lèrgia Respiratòria, Hospital Clínic, Villarroel 170, Esc 6/8 Planta 2, 08036, Barcelona, Spain.
| | - Anna Motos
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Jordi Riera
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Laia Fernández-Barat
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Adrián Ceccato
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain
| | | | | | - Oscar Peñuelas
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
| | - José Angel Lorente
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
| | | | - David de Gonzalo-Calvo
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Raquel Almansa
- Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain.,Instituto de Investigación Biomédica de Salamanca (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain
| | - Albert Gabarrús
- Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Rosario Menéndez
- Pulmonary Department, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Jesús F Bermejo-Martin
- Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain.,Instituto de Investigación Biomédica de Salamanca (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain
| | - Ricard Ferrer
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Rosario Amaya Villar
- Intensive Care Clinical Unit, Hospital Universitario Virgen de Rocío, Sevilla, Spain
| | - José M Añón
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Servicio de Medicina Intensiva, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | | | - José Barberán
- Hospital Universitario HM Montepríncipe, Universidad San Pablo-CEU, Madrid, Spain
| | - Aaron Blandino Ortiz
- Servicio de Medicina Intensiva, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | - Jesús Caballero
- Critical Care Department, Hospital Universitari Arnau de Vilanova, IRBLleida, Lleida, Spain
| | | | - Nieves Carbonell
- Intensive Care Unit, Hospital Clínico y Universitario de Valencia, Valencia, Spain
| | | | - Cristóbal Galbán
- Department of Medicine, CHUS, Complejo Hospitalario Universitario de Santiago, Santiago de Compostela, Spain
| | - Víctor D Gumucio-Sanguino
- Department of Intensive Care, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Barcelona, Spain.,Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | | | - Emili Díaz
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain.,Critical Care Department, Corporació Sanitària Parc Taulí, Sabadell, Barcelona, Spain
| | - Ángel Estella
- Departamento Medicina Facultad Medicina, Universidad de Cádiz, Hospital Universitario de Jerez, Jerez de la Frontera, Spain
| | - Elena Gallego
- Unidad de Cuidados Intensivos, Hospital San Pedro de Alcántara, Cáceres, Spain
| | | | - José Garnacho-Montero
- Intensive Care Clinical Unit, Hospital Universitario Virgen Macarena, Seville, Spain
| | - José M Gómez
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Arturo Huerta
- Pulmonary and Critical Care Division, Emergency Department, Clínica Sagrada Família, Barcelona, Spain
| | | | - Ana Loza-Vázquez
- Unidad de Medicina Intensiva, Hospital Universitario Virgen de Valme, Sevilla, Spain
| | | | | | | | | | - Guillermo M Albaiceta
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Departamento de Biología Funcional, Instituto Universitario de Oncología del Principado de Asturias, Universidad de Oviedo, Oviedo, Spain.,Instituto de Investigación Sanitaria del Principado de Asturias, Hospital Central de Asturias, Oviedo, Spain
| | - Mariana Andrea Novo
- Servei de Medicina Intensiva, Hospital Universitari Son Espases, Palma de Mallorca, Illes Balears, Spain
| | - Yhivian Peñasco
- Servicio de Medicina Intensiva, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Juan Carlos Pozo-Laderas
- UGC-Medicina Intensiva, Hospital Universitario Reina Sofia, Instituto Maimonides IMIBIC, Córdoba, Spain
| | - Pilar Ricart
- Servei de medicina intensiva, Hospital Universitari Germans Trias, Badalona, Spain
| | | | | | - Susana Sancho Chinesta
- Servicio de medicina intensiva, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Lorenzo Socias
- Intensive Care Unit, Hospital Son Llàtzer, Palma de Mallorca, Illes Balears, Spain
| | - Jordi Solé-Violan
- Critical Care Department, Hospital Dr. Negrín Gran Canaria, Las Palmas, Gran Canaria, Spain
| | | | - Luis Tamayo Lomas
- Critical Care Department, Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
| | - José Trenado
- Servicio de Medicina Intensiva, Hospital Universitario Mútua de Terrassa, Terrassa, Barcelona, Spain
| | - Ferran Barbé
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
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36
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Motos A, López-Gavín A, Riera J, Ceccato A, Fernández-Barat L, Bermejo-Martin JF, Ferrer R, de Gonzalo-Calvo D, Menéndez R, Pérez-Arnal R, García-Gasulla D, Rodriguez A, Peñuelas O, Ángel Lorente J, Almansa R, Gabarrus A, Marin-Corral J, Ricart P, Roche-Campo F, Sancho Chinesta S, Socias L, Barbé F, Torres A. Higher frequency of comorbidities in fully vaccinated patients admitted to ICU due to severe COVID-19: a prospective, multicenter, observational study. Eur Respir J 2021; 59:13993003.02275-2021. [PMID: 34824059 PMCID: PMC8620090 DOI: 10.1183/13993003.02275-2021] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 11/13/2021] [Indexed: 01/11/2023]
Abstract
The coronavirus disease 2019 (COVID-19) vaccination campaign in Spain began on 27 December 2020 [1]. To date, more than 36 million people have been fully vaccinated, with most of the population, namely 25.3 million people (69.1%), receiving BNT 162b2 (Pfizer/BioNTech) [1]. With respect to other vaccines and figures, 4.8 million (13.2%) people have received AZD1222 (Oxford/AstraZeneca); 4.5 million (12.3%) mRNA-1273 (Moderna); and 2.0 million (5.4%) JNJ-78436735 (Janssen) [1]. Severe COVID-19 disease requiring ICU admission is possible in the fully vaccinated population, especially in those with immunocompromised status and other comorbidities. Interventions to improve vaccine response might be necessary in this population.https://bit.ly/3Fw6vCP
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Affiliation(s)
- Anna Motos
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Barcelona, Universitat de Barcelona, Barcelona, Spain.,AM and ALG equally contributed to the manuscript
| | - Alexandre López-Gavín
- Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Barcelona, Universitat de Barcelona, Barcelona, Spain.,AM and ALG equally contributed to the manuscript
| | - Jordi Riera
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Adrián Ceccato
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain
| | - Laia Fernández-Barat
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Jesús F Bermejo-Martin
- Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Gerencia Regional de Salud de Castilla y León, Spain
| | - Ricard Ferrer
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - David de Gonzalo-Calvo
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria; IRBLleida, Lleida, Spain
| | - Rosario Menéndez
- Pulmonary Department, University and Polytechnic Hospital La Fe, Valencia, Spain
| | | | | | | | - Oscar Peñuelas
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Hospital Universitario de Getafe, Madrid; Universidad Europea, Madrid; Spain
| | - José Ángel Lorente
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Hospital Universitario de Getafe, Madrid; Universidad Europea, Madrid; Spain
| | - Raquel Almansa
- Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Gerencia Regional de Salud de Castilla y León, Spain
| | - Albert Gabarrus
- Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Barcelona, Universitat de Barcelona, Barcelona, Spain
| | | | - Pilar Ricart
- Servei de Medicina Intensiva, Hospital Universitari Germans Trias, Badalona, Spain
| | - Ferran Roche-Campo
- Critical Care Department, Hospital Verge de la Cinta, Tortosa, Tarragona, Spain
| | - Susana Sancho Chinesta
- Servicio de medicina intensiva. Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Lorenzo Socias
- Intensive Care Unit, Hospital Son Llàtzer, Palma de Mallorca, Illes Balears, Spain
| | - Ferran Barbé
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria; IRBLleida, Lleida, Spain
| | - Antoni Torres
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain .,Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Barcelona, Universitat de Barcelona, Barcelona, Spain.,AM and ALG equally contributed to the manuscript
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37
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Zuil M, Benítez ID, Cabo-Gambín R, Manzano Senra C, Moncusí-Moix A, Gort-Paniello C, de Gonzalo-Calvo D, Molinero M, Vengoechea Aragoncillo JJ, Comella T, de Batlle J, Torres G, Torres A, Barbé F, González J. Clinical management and outcome differences between first and second waves among COVID-19 hospitalized patients: A regional prospective observational cohort. PLoS One 2021; 16:e0258918. [PMID: 34710120 PMCID: PMC8553128 DOI: 10.1371/journal.pone.0258918] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 10/07/2021] [Indexed: 01/08/2023] Open
Abstract
The objective was to describe the clinical characteristics and outcomes of hospitalized COVID-19 patients during the two different epidemic periods. Prospective, observational, cohort study of hospitalized COVID-19. A total of 421 consecutive patients were included, 188 during the first period (March-May 2020) and 233 in the second wave (July-December 2020). Clinical, epidemiological, prognostic and therapeutic data were compared. Patients of the first outbreak were older and more comorbid, presented worse PaO2/FiO2 ratio and an increased creatinine and D-dimer levels at hospital admission. The hospital stay was shorter (14.5[8;29] vs 8[6;14] days, p<0.001), ICU admissions (31.9% vs 13.3%, p<0.001) and the number of patients who required mechanical ventilation (OR = 0.12 [0.05-10.26]; p<0.001) were reduced. There were no significant differences in hospital and 30-day after discharge mortality (adjusted HR = 1.56; p = 0.1056) or hospital readmissions. New treatments and clinical strategies appear to improve hospital length, ICU admissions and the requirement for mechanical ventilation. However, we did not observe differences in mortality or readmissions.
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Affiliation(s)
- María Zuil
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
| | - Iván D. Benítez
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ramón Cabo-Gambín
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
| | - Carlos Manzano Senra
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
| | - Anna Moncusí-Moix
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Marta Molinero
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jose Javier Vengoechea Aragoncillo
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
| | - Thais Comella
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
| | - Jordi de Batlle
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Pulmonary Department, Hospital Clinic, Universitat de Barcelona, IDIBAPS, ICREA, Barcelona, Spain
| | - Ferrán Barbé
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jessica González
- Group of Translational Research in Respiratory Medicine, IRBLleida, Hospital Universitari Arnau de Vilanova and Santa Maria, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
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de Gonzalo-Calvo D, Benítez ID, Pinilla L, Carratalá A, Moncusí-Moix A, Gort-Paniello C, Molinero M, González J, Torres G, Bernal M, Pico S, Almansa R, Jorge N, Ortega A, Bustamante-Munguira E, Gómez JM, González-Rivera M, Micheloud D, Ryan P, Martinez A, Tamayo L, Aldecoa C, Ferrer R, Ceccato A, Fernández-Barat L, Motos A, Riera J, Menéndez R, Garcia-Gasulla D, Peñuelas O, Torres A, Bermejo-Martin JF, Barbé F. Circulating microRNA profiles predict the severity of COVID-19 in hospitalized patients. Transl Res 2021; 236:147-159. [PMID: 34048985 PMCID: PMC8149473 DOI: 10.1016/j.trsl.2021.05.004] [Citation(s) in RCA: 77] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 05/04/2021] [Accepted: 05/20/2021] [Indexed: 12/13/2022]
Abstract
We aimed to examine the circulating microRNA (miRNA) profile of hospitalized COVID-19 patients and evaluate its potential as a source of biomarkers for the management of the disease. This was an observational and multicenter study that included 84 patients with a positive nasopharyngeal swab Polymerase chain reaction (PCR) test for SARS-CoV-2 recruited during the first pandemic wave in Spain (March-June 2020). Patients were stratified according to disease severity: hospitalized patients admitted to the clinical wards without requiring critical care and patients admitted to the intensive care unit (ICU). An additional study was completed including ICU nonsurvivors and survivors. Plasma miRNA profiling was performed using reverse transcription polymerase quantitative chain reaction (RT-qPCR). Predictive models were constructed using least absolute shrinkage and selection operator (LASSO) regression. Ten circulating miRNAs were dysregulated in ICU patients compared to ward patients. LASSO analysis identified a signature of three miRNAs (miR-148a-3p, miR-451a and miR-486-5p) that distinguishes between ICU and ward patients [AUC (95% CI) = 0.89 (0.81-0.97)]. Among critically ill patients, six miRNAs were downregulated between nonsurvivors and survivors. A signature based on two miRNAs (miR-192-5p and miR-323a-3p) differentiated ICU nonsurvivors from survivors [AUC (95% CI) = 0.80 (0.64-0.96)]. The discriminatory potential of the signature was higher than that observed for laboratory parameters such as leukocyte counts, C-reactive protein (CRP) or D-dimer [maximum AUC (95% CI) for these variables = 0.73 (0.55-0.92)]. miRNA levels were correlated with the duration of ICU stay. Specific circulating miRNA profiles are associated with the severity of COVID-19. Plasma miRNA signatures emerge as a novel tool to assist in the early prediction of vital status deterioration among ICU patients.
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Key Words
- auc, area under the roc curve
- crp, c-reactive protein
- cq, quantification cycle
- icu, intensive care unit
- lasso, least absolute shrinkage and selection operator
- ldh, lactate dehydrogenase
- mirna, microrna
- mse, mean square error
- ncrna, noncoding rna
- pca, principal component analysis
- roc, receiver operating characteristic
- rt, reverse transcription
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Affiliation(s)
- David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Lucía Pinilla
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Amara Carratalá
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Marta Molinero
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - María Bernal
- Laboratory Medicine Department, University Hospital Arnau de Vilanova, Lleida, Spain
| | - Silvia Pico
- Laboratory Medicine Department, University Hospital Arnau de Vilanova, Lleida, Spain
| | - Raquel Almansa
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Noelia Jorge
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Alicia Ortega
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | | | | | | | | | - Pablo Ryan
- Hospital Universitario Infanta Leonor, Madrid, Spain
| | | | - Luis Tamayo
- Hospital Universitario Río Hortega, Valladolid, Spain
| | - César Aldecoa
- Hospital Universitario Río Hortega, Valladolid, Spain
| | - Ricard Ferrer
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Intensive Care Department, Vall d'Hebron Hospital Universitari. SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Spain
| | - Adrián Ceccato
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Laia Fernández-Barat
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Servei de Pneumologia, Hospital Clinic. Universitat de Barcelona. IDIBAPS, Barcelona, Spain
| | - Ana Motos
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Servei de Pneumologia, Hospital Clinic. Universitat de Barcelona. IDIBAPS, Barcelona, Spain
| | - Jordi Riera
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Intensive Care Department, Vall d'Hebron Hospital Universitari. SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Spain
| | - Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonology Service, University and Polytechnic Hospital La Fe, Valencia, Spain
| | | | - Oscar Peñuelas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Hospital Universitario de Getafe, Madrid, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Servei de Pneumologia, Hospital Clinic. Universitat de Barcelona. IDIBAPS, Barcelona, Spain
| | - Jesús F Bermejo-Martin
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
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Biener M, Giannitsis E, Thum T, Bär C, Stoyanov KM, Salbach C, de Gonzalo-Calvo D, Frey N, Mueller-Hennessen M. Prognostic value of circulating microRNAs compared to high-sensitivity troponin T in patients presenting with suspected acute coronary syndrome to the emergency department. Clin Biochem 2021; 99:9-16. [PMID: 34571048 DOI: 10.1016/j.clinbiochem.2021.09.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 08/31/2021] [Accepted: 09/22/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND To evaluate the prognostic value of eleven microRNAs (miRNAs) compared to high-sensitivity Troponin T (hs-cTnT) in patients presenting with suspected acute coronary syndrome (ACS) to the emergency department (ED). METHODS 1,042 patients presenting between August 2014 and April 2017 were included. Expression levels of eleven microRNAs (miR-21-5p, miR-22-3p, miR-29a-3p, miR-92a-3p, miR-122-5p, miR-126-3p, miR-132-3p, miR-133a-3p, miR-134-5p, miR-191-3p, and miR-423-5p) were determined using RT-qPCR. All-cause mortality (ACM) and a composite of ACM, acute myocardial infarction (AMI) and stroke were defined as endpoints. RESULTS During a median follow-up of 399 (P25-P75: 381-525) days 58 patients (5.6%) died. The composite endpoint occurred in 86 patients (8.3%). Different expression levels of miR-21-5p (median, P25-P75: 5.28 [5.14-5.51] vs. 5.16 [4.97-5.35], p = 0.0033) and miR-122-5p (median, P25-P75: 5.17 [4.81-5.49] vs. 5.35 [5.01-5.69], p = 0.0184) were observed in patients who died compared to survivors. ROC-optimized cutoff of miR-21-5p (HR, P25-P75: 3.3 [1.2-9.4], p = 0.0239), but not miR-122-5p (HR, P25-P75: 0.4 [0.2-0.8], p = 0.0116), was predictive for all-cause mortality, even after adjustment in a multivariate model. Nevertheless, addition of miR-21-5p and miR-122-5p decreased prognostic accuracy of hs-cTnT for all-cause mortality (△AUC: 0.112, p = 0.0159). Hs-cTnT admission values had a high prognostic value for ACM (AUC [95%CI] = 0.794 [0.751-0.837]) and the composite of ACM, AMI and stroke (AUC [95%CI] = 0.745 [0.695-0.794]). CONCLUSIONS Despite a different expression depending on outcomes miR-21-5p and miR-122-5p do not add prognostic information to hs-cTnT in patients presenting with suspected ACS to the ED.
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Affiliation(s)
- Moritz Biener
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
| | - Evangelos Giannitsis
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany.
| | - Thomas Thum
- Institute of Molecular and Translational Therapeutic Strategies, Medizinische Hochschule Hannover, Germany; REBIRTH Center for Translational Regenerative Medicine, Hannover Medical School, Hannover, Germany; Fraunhofer Institute for Toxicology and Experimental Medicine, Hannover, Germany
| | - Christian Bär
- Institute of Molecular and Translational Therapeutic Strategies, Medizinische Hochschule Hannover, Germany; REBIRTH Center for Translational Regenerative Medicine, Hannover Medical School, Hannover, Germany
| | - Kiril M Stoyanov
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
| | - Christian Salbach
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
| | - David de Gonzalo-Calvo
- Institute of Molecular and Translational Therapeutic Strategies, Medizinische Hochschule Hannover, Germany; Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Norbert Frey
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
| | - Matthias Mueller-Hennessen
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
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40
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Torres A, Motos A, Riera J, Fernández-Barat L, Ceccato A, Pérez-Arnal R, García-Gasulla D, Peñuelas O, Lorente JA, Rodriguez A, de Gonzalo-Calvo D, Almansa R, Gabarrús A, Menéndez R, Bermejo-Martin JF, Ferrer R, Amaya Villar R, Añón JM, Barberà C, Barberán J, Blandino Ortiz A, Bustamante-Munguira E, Caballero J, Carbajales C, Carbonell N, Catalán-González M, Galbán C, Gumucio-Sanguino VD, de la Torre MDC, Díaz E, Estella Á, Gallego E, García Garmendia JL, Garnacho-Montero J, Gómez JM, Huerta A, Jorge García RN, Loza-Vázquez A, Marin-Corral J, Martínez de la Gándara A, Martínez Varela I, López Messa J, M Albaiceta G, Novo MA, Peñasco Y, Pozo-Laderas JC, Ricart P, Salvador-Adell I, Sánchez-Miralles A, Sancho Chinesta S, Socias L, Solé-Violan J, Suares Sipmann F, Tamayo Lomas L, Trenado J, Barbé F. The evolution of the ventilatory ratio is a prognostic factor in mechanically ventilated COVID-19 ARDS patients. Crit Care 2021; 25:331. [PMID: 34517881 PMCID: PMC8436582 DOI: 10.1186/s13054-021-03727-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 08/09/2021] [Indexed: 12/20/2022]
Abstract
Background Mortality due to COVID-19 is high, especially in patients requiring mechanical ventilation. The purpose of the study is to investigate associations between mortality and variables measured during the first three days of mechanical ventilation in patients with COVID-19 intubated at ICU admission.
Methods Multicenter, observational, cohort study includes consecutive patients with COVID-19 admitted to 44 Spanish ICUs between February 25 and July 31, 2020, who required intubation at ICU admission and mechanical ventilation for more than three days. We collected demographic and clinical data prior to admission; information about clinical evolution at days 1 and 3 of mechanical ventilation; and outcomes.
Results Of the 2,095 patients with COVID-19 admitted to the ICU, 1,118 (53.3%) were intubated at day 1 and remained under mechanical ventilation at day three. From days 1 to 3, PaO2/FiO2 increased from 115.6 [80.0–171.2] to 180.0 [135.4–227.9] mmHg and the ventilatory ratio from 1.73 [1.33–2.25] to 1.96 [1.61–2.40]. In-hospital mortality was 38.7%. A higher increase between ICU admission and day 3 in the ventilatory ratio (OR 1.04 [CI 1.01–1.07], p = 0.030) and creatinine levels (OR 1.05 [CI 1.01–1.09], p = 0.005) and a lower increase in platelet counts (OR 0.96 [CI 0.93–1.00], p = 0.037) were independently associated with a higher risk of death. No association between mortality and the PaO2/FiO2 variation was observed (OR 0.99 [CI 0.95 to 1.02], p = 0.47). Conclusions Higher ventilatory ratio and its increase at day 3 is associated with mortality in patients with COVID-19 receiving mechanical ventilation at ICU admission. No association was found in the PaO2/FiO2 variation. Supplementary Information The online version contains supplementary material available at 10.1186/s13054-021-03727-x.
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Affiliation(s)
- Antoni Torres
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain. .,Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain. .,Servei de Pneumologia i Al·lèrgia Respiratòria, Hospital Clínic, Villarroel 170, Esc 6/8 Planta 2, 08036, Barcelona, Spain.
| | - Anna Motos
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Jordi Riera
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Laia Fernández-Barat
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Adrián Ceccato
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain
| | | | | | - Oscar Peñuelas
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
| | - José Angel Lorente
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
| | | | - David de Gonzalo-Calvo
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Raquel Almansa
- Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain.,Instituto de Investigación Biomédica de Salamanca (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain
| | - Albert Gabarrús
- Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Rosario Menéndez
- Pulmonary Department, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Jesús F Bermejo-Martin
- Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain.,Instituto de Investigación Biomédica de Salamanca (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain
| | - Ricard Ferrer
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Rosario Amaya Villar
- Intensive Care Clinical Unit, Hospital Universitario Virgen de Rocío, Sevilla, Spain
| | - José M Añón
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Servicio de Medicina Intensiva, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | | | - José Barberán
- Hospital Universitario HM Montepríncipe, Universidad San Pablo-CEU, Madrid, Spain
| | - Aaron Blandino Ortiz
- Servicio de Medicina Intensiva, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | - Jesús Caballero
- Critical Care Department, Hospital Universitari Arnau de Vilanova, IRBLleida, Lleida, Spain
| | | | - Nieves Carbonell
- Intensive Care Unit, Hospital Clínico y Universitario de Valencia, Valencia, Spain
| | | | - Cristóbal Galbán
- Department of Medicine, CHUS, Complejo Hospitalario Universitario de Santiago, Santiago de Compostela, Spain
| | - Víctor D Gumucio-Sanguino
- Department of Intensive Care, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Barcelona, Spain.,Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | | | - Emili Díaz
- Department of Medicine, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain.,Critical Care Department, Corporació Sanitària Parc Taulí, Sabadell, Barcelona, Spain
| | - Ángel Estella
- Departamento Medicina Facultad Medicina, Universidad de Cádiz, Hospital Universitario de Jerez, Jerez de la Frontera, Spain
| | - Elena Gallego
- Unidad de Cuidados Intensivos, Hospital San Pedro de Alcántara, Cáceres, Spain
| | | | - José Garnacho-Montero
- Intensive Care Clinical Unit, Hospital Universitario Virgen Macarena, Seville, Spain
| | - José M Gómez
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Arturo Huerta
- Pulmonary and Critical Care Division, Emergency Department, Clínica Sagrada Família, Barcelona, Spain
| | | | - Ana Loza-Vázquez
- Unidad de Medicina Intensiva, Hospital Universitario Virgen de Valme, Sevilla, Spain
| | | | | | | | | | - Guillermo M Albaiceta
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Departamento de Biología Funcional, Instituto Universitario de Oncología del Principado de Asturias, Universidad de Oviedo, Oviedo, Spain.,Instituto de Investigación Sanitaria del Principado de Asturias, Hospital Central de Asturias, Oviedo, Spain
| | - Mariana Andrea Novo
- Servei de Medicina Intensiva, Hospital Universitari Son Espases, Palma de Mallorca, Illes Balears, Spain
| | - Yhivian Peñasco
- Servicio de Medicina Intensiva, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Juan Carlos Pozo-Laderas
- UGC-Medicina Intensiva, Hospital Universitario Reina Sofia, Instituto Maimonides IMIBIC, Córdoba, Spain
| | - Pilar Ricart
- Servei de medicina intensiva, Hospital Universitari Germans Trias, Badalona, Spain
| | | | | | - Susana Sancho Chinesta
- Servicio de medicina intensiva, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Lorenzo Socias
- Intensive Care Unit, Hospital Son Llàtzer, Palma de Mallorca, Illes Balears, Spain
| | - Jordi Solé-Violan
- Critical Care Department, Hospital Dr. Negrín Gran Canaria, Las Palmas, Gran Canaria, Spain
| | | | - Luis Tamayo Lomas
- Critical Care Department, Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
| | - José Trenado
- Servicio de Medicina Intensiva, Hospital Universitario Mútua de Terrassa, Terrassa, Barcelona, Spain
| | - Ferran Barbé
- Centro de Investigación Biomedica En Red - Enfermedades Respiratorias (CIBERES), Barcelona, Spain.,Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
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41
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Dakterzada F, David Benítez I, Targa A, Lladó A, Torres G, Romero L, de Gonzalo-Calvo D, Moncusí-Moix A, Tort-Merino A, Huerto R, Sánchez-de-la-Torre M, Barbé F, Piñol-Ripoll G. Reduced Levels of miR-342-5p in Plasma Are Associated With Worse Cognitive Evolution in Patients With Mild Alzheimer's Disease. Front Aging Neurosci 2021; 13:705989. [PMID: 34497505 PMCID: PMC8421031 DOI: 10.3389/fnagi.2021.705989] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 07/26/2021] [Indexed: 12/28/2022] Open
Abstract
Background Progressive cognitive decline is the most relevant clinical symptom of Alzheimer’s disease (AD). However, the rate of cognitive decline is highly variable between patients. Synaptic deficits are the neuropathological event most correlated with cognitive impairment in AD. Considering the important role of microRNAs (miRNAs) in regulating synaptic plasticity, our objective was to identify the plasma miRNAs associated with the rate of cognitive decline in patients with mild AD. Methods We analyzed 754 plasma miRNAs from 19 women diagnosed with mild AD using TaqMan low-density array cards. The patients were grouped based on the rate of decline in the MMSE score after 2 years [<4 points (N = 11) and ≥4 points (N = 8)]. The differentially expressed miRNAs between the two groups were validated in an independent cohort of men and women (N = 53) with mild AD using RT-qPCR. Results In the discovery cohort, 17 miRNAs were differentially expressed according to the fold change between patients with faster declines in cognition and those with slower declines. miR-342-5p demonstrated differential expression between the groups and a good correlation with the rate of cognitive decline in the validation cohort (r = −0.28; p = 0.026). This miRNA had a lower expression level in patients who suffered from more severe decline than in those who were cognitively more stable after 2 years (p = 0.049). Conclusion Lower levels of miR-342-5p in plasma were associated with faster cognitive decline in patients with mild AD after 2 years of follow-up.
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Affiliation(s)
- Farida Dakterzada
- Unitat Trastorns Cognitius, Clinical Neuroscience Research, Santa Maria University Hospital, IRBLleida, Lleida, Spain
| | - Iván David Benítez
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Adriano Targa
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Albert Lladó
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Department, Hospital Clínic, Institut D'Investigacion Biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Leila Romero
- Unitat Trastorns Cognitius, Clinical Neuroscience Research, Santa Maria University Hospital, IRBLleida, Lleida, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Adria Tort-Merino
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Department, Hospital Clínic, Institut D'Investigacion Biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - Raquel Huerto
- Unitat Trastorns Cognitius, Clinical Neuroscience Research, Santa Maria University Hospital, IRBLleida, Lleida, Spain
| | - Manuel Sánchez-de-la-Torre
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain.,Group of Precision Medicine in Chronic Diseases, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova-Santa Maria, IRBLleida, Lleida, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Gerard Piñol-Ripoll
- Unitat Trastorns Cognitius, Clinical Neuroscience Research, Santa Maria University Hospital, IRBLleida, Lleida, Spain
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Cabo-Gambin R, Benítez ID, Carmona P, Santiesteve S, Mínguez O, Vaca R, Moncusí-Moix A, Gort-Paniello C, García-Hidalgo MC, de Gonzalo-Calvo D, de Batlle J, Torres G, Torres A, Barbé F, González J. Three to Six Months Evolution of Pulmonary Function and Radiological Features in Critical COVID-19 Patients: A Prospective Cohort. Arch Bronconeumol 2021; 58:S0300-2896(21)00208-8. [PMID: 35312604 PMCID: PMC8313896 DOI: 10.1016/j.arbres.2021.07.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 07/09/2021] [Accepted: 07/13/2021] [Indexed: 01/12/2023]
Key Words
- ards, acute respiratory distress syndrome
- covid-19, coronavirus disease 2019
- ct, computed tomography
- dlco, diffusing capacity for carbon monoxide
- fev1, forced expiratory volume during the first second of the forced breath
- fvc, forced vital capacity
- ggo, ground-glass opacities
- icu, intensive care unit
- imv, invasive mechanical ventilation
- sars-cov-2, severe acute respiratory syndrome coronavirus 2
- tlc, total lung capacity
- tss, total severity score
- 6mwt, 6 minutes walking test
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Affiliation(s)
- Ramón Cabo-Gambin
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Paola Carmona
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Sally Santiesteve
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Olga Mínguez
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Rafaela Vaca
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - María C García-Hidalgo
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jordi de Batlle
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Gerard Torres
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonary Department, Hospital Clínic, Universitat de Barcelona, IDIBAPS, ICREA, Barcelona, Spain
| | - Ferran Barbé
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jessica González
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
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Pinilla L, Benitez ID, González J, Torres G, Barbé F, de Gonzalo-Calvo D. Peripheral blood microRNAs and the COVID-19 patient: methodological considerations, technical challenges and practice points. RNA Biol 2021; 18:688-695. [PMID: 33530819 PMCID: PMC8078525 DOI: 10.1080/15476286.2021.1885188] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 01/30/2021] [Indexed: 02/06/2023] Open
Abstract
The COVID-19 emergency pandemic resulting from infection with SARS-CoV-2 represents a major threat to public health worldwide. There is an urgent clinical demand for easily accessible tools to address weaknesses and gaps in the management of COVID-19 patients. In this context, transcriptomic profiling of liquid biopsies, especially microRNAs (miRNAs), has recently emerged as a robust source of potential clinical indicators for medical decision-making. Nevertheless, the analysis of the circulating miRNA signature and its translation to clinical practice requires strict control of a wide array of methodological details. In this review, we indicate the main methodological aspects that should be addressed when evaluating the circulating miRNA profiles in COVID-19 patients, from preanalytical and analytical variables to the experimental design, impact of confounding, analysis of the data and interpretation of the findings, among others. Additionally, we provide practice points to ensure the rigour and reproducibility of miRNA-based biomarker investigations of this condition.Abbreviations: ACE: angiotensin-converting enzyme; ARDS: acute respiratory distress syndrome; COVID-19: coronavirus disease 2019; ERDN: early Detection Research Network; LMWH: low molecular weight heparin; miRNA: microRNA; ncRNA: noncoding RNA; SARS-CoV-2: severe acute respiratory syndrome coronavirus-2; SOP: standard operating procedure.
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Affiliation(s)
- Lucía Pinilla
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ivan D. Benitez
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Jessica González
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Respiratory Department, University Hospital Arnau de Vilanova-Santa María, Translational Research in Respiratory Medicine, IRBLleida, University of Lleida, Lleida, Spain
| | - Gerard Torres
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- Respiratory Department, University Hospital Arnau de Vilanova-Santa María, Translational Research in Respiratory Medicine, IRBLleida, University of Lleida, Lleida, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
- Respiratory Department, University Hospital Arnau de Vilanova-Santa María, Translational Research in Respiratory Medicine, IRBLleida, University of Lleida, Lleida, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
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González J, Benítez ID, Carmona P, Santisteve S, Monge A, Moncusí-Moix A, Gort-Paniello C, Pinilla L, Carratalá A, Zuil M, Ferrer R, Ceccato A, Fernández L, Motos A, Riera J, Menéndez R, Garcia-Gasulla D, Peñuelas O, Bermejo-Martin JF, Labarca G, Caballero J, Torres G, de Gonzalo-Calvo D, Torres A, Barbé F. Pulmonary Function and Radiologic Features in Survivors of Critical COVID-19: A 3-Month Prospective Cohort. Chest 2021; 160:187-198. [PMID: 33676998 PMCID: PMC7930807 DOI: 10.1016/j.chest.2021.02.062] [Citation(s) in RCA: 144] [Impact Index Per Article: 48.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 02/12/2021] [Accepted: 02/25/2021] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND More than 20% of hospitalized patients with COVID-19 demonstrate ARDS requiring ICU admission. The long-term respiratory sequelae in such patients remain unclear. RESEARCH QUESTION What are the major long-term pulmonary sequelae in critical patients who survive COVID-19? STUDY DESIGN AND METHODS Consecutive patients with COVID-19 requiring ICU admission were recruited and evaluated 3 months after hospitalization discharge. The follow-up comprised symptom and quality of life, anxiety and depression questionnaires, pulmonary function tests, exercise test (6-min walking test [6MWT]), and chest CT imaging. RESULTS One hundred twenty-five patients admitted to the ICU with ARDS secondary to COVID-19 were recruited between March and June 2020. At the 3-month follow-up, 62 patients were available for pulmonary evaluation. The most frequent symptoms were dyspnea (46.7%) and cough (34.4%). Eighty-two percent of patients showed a lung diffusing capacity of less than 80%. The median distance in the 6MWT was 400 m (interquartile range, 362-440 m). CT scans showed abnormal results in 70.2% of patients, demonstrating reticular lesions in 49.1% and fibrotic patterns in 21.1%. Patients with more severe alterations on chest CT scan showed worse pulmonary function and presented more degrees of desaturation in the 6MWT. Factors associated with the severity of lung damage on chest CT scan were age and length of invasive mechanical ventilation during the ICU stay. INTERPRETATION Three months after hospital discharge, pulmonary structural abnormalities and functional impairment are highly prevalent in patients with ARDS secondary to COVID-19 who required an ICU stay. Pulmonary evaluation should be considered for all critical COVID-19 survivors 3 months after discharge.
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Affiliation(s)
- Jessica González
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Iván D Benítez
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Paola Carmona
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Sally Santisteve
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Aida Monge
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Anna Moncusí-Moix
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Clara Gort-Paniello
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Lucía Pinilla
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Amara Carratalá
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - María Zuil
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ricard Ferrer
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Intensive Care Department, Vall d'Hebron Hospital Universitari. SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Adrián Ceccato
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Laia Fernández
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonary Department, Hospital Clinic, Universitat de Barcelona, IDIBAPS, ICREA, Barcelona, Spain
| | - Ana Motos
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonary Department, Hospital Clinic, Universitat de Barcelona, IDIBAPS, ICREA, Barcelona, Spain
| | - Jordi Riera
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Intensive Care Department, Vall d'Hebron Hospital Universitari. SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonary Department, University and Polytechnic Hospital La Fe, Valencia, Spain
| | | | - Oscar Peñuelas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Hospital Universitario de Getafe, Madrid, Spain
| | - Jesús F Bermejo-Martin
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain; Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Gonzalo Labarca
- Faculty of Medicine, Faculty of Pharmacy, University of Concepcion, Concepción, Chile; Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, University of Concepcion, Concepción, Chile
| | - Jesus Caballero
- Intensive Care Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain
| | - Gerard Torres
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonary Department, Hospital Clinic, Universitat de Barcelona, IDIBAPS, ICREA, Barcelona, Spain
| | - Ferran Barbé
- Pulmonary Department, Hospital Universitari Arnau de Vilanova and Santa Maria, Lleida, Spain; Translational Research in Respiratory Medicine Group (TRRM), Lleida, Spain; Lleida Biomedical Research Institute (IRBLleida), Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
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Gamboa R, Jaramillo-Estrella MJ, Martínez-Alvarado MDR, Soto ME, Torres-Paz YE, Gonzalo-Calvo DD, Del Valle-Mondragón L, López-Marure R, Llorente-Cortés VC, Huesca-Gómez C. Monocyte Low-Density Lipoprotein Receptor-Related Protein 1 (LRP1) Expression Correlates with cIMT in Mexican Hypertensive Patients. Arq Bras Cardiol 2021; 116:56-65. [PMID: 33566965 PMCID: PMC8159500 DOI: 10.36660/abc.20190535] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Accepted: 03/16/2020] [Indexed: 12/26/2022] Open
Abstract
Fundamento A hipertensão arterial (HTA) representa um grande fator de risco de morbidade e mortalidade cardiovascular. Ainda não se sabe que mecanismos moleculares específicos estão associados ao desenvolvimento de hipertensão essencial. Objetivo Neste trabalho, analisamos a associação entre expressão mRNA de monócito LRP1, expressão de proteína LRP1, e espessura íntima-média de carótida (EIMC) de pacientes com hipertensão essencial. Métodos A expressão mRNA de monócito LRP1 e os níveis de proteína e EIMC foram quantificados em 200 indivíduos mexicanos, sendo 91 normotensos (NT) e 109 hipertensos (HT) A significância estatística foi definida em p < 0,05. Resultados O grupo de pacientes HT tinha EIMC maior altamente significativa em comparação com os pacientes NT (p = 0,002), e isso está relacionado ao aumento na expressão mRNA de LRP1 (6,54 versus. 2,87) (p = 0,002) e expressão de proteína LRP1 (17,83 versus 6,25), respectivamente (p = 0,001). Essas diferenças foram mantidas mesmo quando dividimos nossos grupos de estudo, levando em consideração apenas aqueles que apresentavam dislipidemia na expressão de mRNA (p = 0,041) e de proteínas (p < 0,001). Também se identificou que a indução de LRP1 mediada por LRP1 em monócitos em de maneira dependente de dose e tempo, com diferença significativa em NT versus HT (0,195 ± 0,09 versus 0,226 ± 0,12, p = 0,046). Conclusão Foi encontrado um aumento em EIMC em indivíduos com hipertensão, associada a expressões de proteína LRP1 e mRNA mais altas em monócitos, independente da presença de dislipidemia em pacientes HT. Esses resultados que a upregulation de LRP1 em monócitos de pacientes hipertensos mexicanos poderia estar envolvida na diminuição da EIMC. (Arq Bras Cardiol. 2021; 116(1):56-65)
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Affiliation(s)
- Ricardo Gamboa
- Instituto Nacional de Cardiologia Ignacio Chavez, Ciudad de México - México
| | | | | | - Maria Elena Soto
- Instituto Nacional de Cardiologia Ignacio Chavez, Ciudad de México - México
| | | | - David de Gonzalo-Calvo
- Hospital de Sant Pau - Lipids and Cardiovascular Pathology Group, Barcelona, Catalunya - Espanha
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Pinilla L, Barbé F, de Gonzalo-Calvo D. MicroRNAs to guide medical decision-making in obstructive sleep apnea: A review. Sleep Med Rev 2021; 59:101458. [PMID: 33582532 DOI: 10.1016/j.smrv.2021.101458] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 01/12/2021] [Accepted: 01/14/2021] [Indexed: 12/15/2022]
Abstract
Obstructive sleep apnea (OSA) is a common and frequently underdiagnosed sleep disorder tightly associated with a wide range of morbidities and an elevated risk of the main causes of mortality. This condition represents a major public health concern due to its increasing worldwide prevalence and its serious pathological consequences. Current clinical guidelines support the importance of effective diagnosis and treatment of OSA and emphasize the unmet need for biomarkers to guide medical decision-making. In recent years, the noncoding transcriptome has emerged as a new opportunity for biomarker discovery. In this review, we provide a brief overview of the current understanding of noncoding RNAs, specifically microRNAs (miRNAs). Then, we carefully address the potential role of miRNAs as novel indicators for the management of both pediatric and adult OSA, highlighting their translational applicability, particularly for diagnosis and therapy allocation. Finally, we identify the gaps in the research state-of-art, discuss current methodological and conceptual limitations and propose future key steps and perspectives for the incorporation of miRNAs into routine clinical practice.
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Affiliation(s)
- Lucía Pinilla
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
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47
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Sonnenschein K, Fiedler J, de Gonzalo-Calvo D, Xiao K, Pfanne A, Just A, Zwadlo C, Soltani S, Bavendiek U, Kraft T, Dos Remedios C, Cebotari S, Bauersachs J, Thum T. Blood-based protein profiling identifies serum protein c-KIT as a novel biomarker for hypertrophic cardiomyopathy. Sci Rep 2021; 11:1755. [PMID: 33469076 PMCID: PMC7815737 DOI: 10.1038/s41598-020-80868-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 12/28/2020] [Indexed: 01/02/2023] Open
Abstract
Hypertrophic cardiomyopathy (HCM) is one of the most common hereditary heart diseases and can be classified into an obstructive (HOCM) and non-obstructive (HNCM) form. Major characteristics for HCM are the hypertrophy of cardiomyocytes and development of cardiac fibrosis. Patients with HCM have a higher risk for sudden cardiac death compared to a healthy population. In the present study, we investigated the abundancy of selected proteins as potential biomarkers in patients with HCM. We included 60 patients with HCM and 28 healthy controls and quantitatively measured the rate of a set of 92 proteins already known to be associated with cardiometabolic processes via protein screening using the proximity extension assay technology in a subgroup of these patients (20 HCM and 10 healthy controls). After validation of four hits in the whole cohort of patients consisting of 88 individuals (60 HCM patients, 28 healthy controls) we found only one candidate, c-KIT, which was regulated significantly different between HCM patients and healthy controls and thus was chosen for further analyses. c-KIT is a tyrosine-protein kinase acting as receptor for the stem cell factor and activating several pathways essential for cell proliferation and survival, hematopoiesis, gametogenesis and melanogenesis. Serum protein levels of c-KIT were significantly lower in patients with HCM than in healthy controls, even after adjusting for confounding factors age and sex. In addition, c-KIT levels in human cardiac tissue of patients with HOCM were significant higher compared to controls indicating high levels of c-KIT in fibrotic myocardium. Furthermore, c-KIT concentration in serum significantly correlated with left ventricular end-diastolic diameter in HOCM, but not HCM patients. The present data suggest c-KIT as a novel biomarker differentiating between patients with HCM and healthy population and might provide further functional insights into fibrosis-related processes of HOCM.
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Affiliation(s)
- Kristina Sonnenschein
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Strasse 1, 30625, Hannover, Germany.,Department of Cardiology and Angiology, Hannover Medical School, Hannover, Germany
| | - Jan Fiedler
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Strasse 1, 30625, Hannover, Germany
| | - David de Gonzalo-Calvo
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Strasse 1, 30625, Hannover, Germany.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Av. de Monforte de Lemos, 28029, Madrid, Spain.,Translational Research in Respiratory Medicine, IRBLleida, University Hospital Arnau de Vilanova and Santa Maria, Av. Alcalde Rovira Roure 80, 25198, Lleida, Spain
| | - Ke Xiao
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Strasse 1, 30625, Hannover, Germany
| | - Angelika Pfanne
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Strasse 1, 30625, Hannover, Germany
| | - Annette Just
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Strasse 1, 30625, Hannover, Germany
| | - Carolin Zwadlo
- Department of Cardiology and Angiology, Hannover Medical School, Hannover, Germany
| | - Samira Soltani
- Department of Cardiology and Angiology, Hannover Medical School, Hannover, Germany
| | - Udo Bavendiek
- Department of Cardiology and Angiology, Hannover Medical School, Hannover, Germany
| | - Theresia Kraft
- Institute of Molecular and Cell Physiology, Hannover Medical School, Hannover, Germany
| | - Cristobal Dos Remedios
- Anatomy and Histology, School of Medical Sciences, Bosch Institute, University of Sydney, Camperdown, Australia
| | - Serghei Cebotari
- Department of Cardiac, Thoracic, Transplantation, and Vascular Surgery, Hannover Medical School, Hannover, Germany
| | - Johann Bauersachs
- Department of Cardiology and Angiology, Hannover Medical School, Hannover, Germany.,REBIRTH Center for Translational Regenerative Medicine, Hannover Medical School, Hannover, Germany
| | - Thomas Thum
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Strasse 1, 30625, Hannover, Germany. .,REBIRTH Center for Translational Regenerative Medicine, Hannover Medical School, Hannover, Germany. .,Fraunhofer Institute of Toxicology and Experimental Medicine, Hannover, Germany.
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48
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Biener M, Giannitsis E, Thum T, Bär C, Costa A, Andrzejewski T, Stoyanov KM, Vafaie M, Meder B, Katus HA, de Gonzalo-Calvo D, Mueller-Hennessen M. Diagnostic value of circulating microRNAs compared to high-sensitivity troponin T for the detection of non-ST-segment elevation myocardial infarction. Eur Heart J Acute Cardiovasc Care 2021; 10:653-660. [PMID: 33580779 DOI: 10.1093/ehjacc/zuaa034] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Accepted: 11/25/2020] [Indexed: 12/15/2022]
Abstract
AIMS To assess the diagnostic value of microRNAs (miRNAs) for the detection of non-ST-segment elevation myocardial infarction (NSTEMI). METHODS AND RESULTS A total of 1042 patients presenting between August 2014 and April 2017 to the emergency department with the suspected acute coronary syndrome were included. Non-ST-segment elevation myocardial infarction was diagnosed per criteria of the fourth Universal definition of myocardial infarction (UDMI) using high-sensitivity troponin T (hs-cTnT). Expression levels of eleven microRNAs (miR-21, miR-22, miR-29a, miR-92a, miR-122, miR-126, miR-132, miR-133, miR-134, miR-191, and miR-423) were determined using RT-qPCR. Discrimination of NSTEMI was assessed for individual and a panel of miRNAs compared to the hs-cTnT reference using C-statistics and reclassification analysis. NSTEMI was diagnosed in 137 (13.1%) patients. The area under the curve (AUC) of the hs-cTnT based reference was 0.937. In a multivariate model, three miRNAs (miR-122, miR-133, and miR-134) were found to be associated with NSTEMI with AUCs between 0.506 and 0.656. A panel consisting of these miRNAs revealed an AUC of 0.662 for the diagnosis of NSTEMI. The AUC of the combination of the miRNA panel and troponin reference was significantly lower than the reference standard (AUC: 0.897 vs. 0.937, P = 0.006). Despite a significant improvement of NSTEMI reclassification measured by IDI and NRI, miRNAs did not improve the specificity of hs-cTnT kinetic changes for the diagnosis of NSTEMI (ΔAUC: 0.04). CONCLUSION Although single miRNAs are significantly associated with the diagnosis of NSTEMI a miRNA panel does not add diagnostic accuracy to the hs-cTnT reference considering baseline values and kinetic changes as recommended by the fourth version of UDMI. CLINICAL TRIALS IDENTIFIER NCT02116153.
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Affiliation(s)
- Moritz Biener
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
| | - Evangelos Giannitsis
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
| | - Thomas Thum
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany.,REBIRTH Center for Translational Regenerative Medicine, Hannover Medical School, Hannover, Germany.,Fraunhofer Institute for Toxicology and Experimental Medicine, Hannover, Germany
| | - Christian Bär
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany.,REBIRTH Center for Translational Regenerative Medicine, Hannover Medical School, Hannover, Germany
| | - Alessia Costa
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany.,REBIRTH Center for Translational Regenerative Medicine, Hannover Medical School, Hannover, Germany
| | - Thomas Andrzejewski
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
| | - Kiril M Stoyanov
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
| | - Mehrshad Vafaie
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
| | - Benjamin Meder
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
| | - Hugo A Katus
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
| | - David de Gonzalo-Calvo
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany.,Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.,CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Matthias Mueller-Hennessen
- Zentrum für Innere Medizin, Klinik für Kardiologie, Angiologie und Pneumologie, Universitätsklinikum Heidelberg, Germany
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49
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Fernández-Sanjurjo M, Díaz-Martínez ÁE, Díez-Robles S, González-González F, de Gonzalo-Calvo D, Rabadán M, Dávalos A, Fernández-García B, Iglesias-Gutiérrez E. Circulating MicroRNA Profiling Reveals Specific Subsignatures in Response to a Maximal Incremental Exercise Test. J Strength Cond Res 2020; 35:287-291. [DOI: 10.1519/jsc.0000000000003930] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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50
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Dávalos A, Pinilla L, López de Las Hazas MC, Pinto-Hernández P, Barbé F, Iglesias-Gutiérrez E, de Gonzalo-Calvo D. Dietary microRNAs and cancer: A new therapeutic approach? Semin Cancer Biol 2020; 73:19-29. [PMID: 33086083 DOI: 10.1016/j.semcancer.2020.10.006] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 09/26/2020] [Accepted: 10/13/2020] [Indexed: 12/15/2022]
Abstract
Cancer is one of the leading causes of premature death and constitutes a challenge for both low- and high-income societies. Previous evidence supports a close association between modifiable risk factors, including dietary habits, and cancer risk. Investigation of molecular mechanisms that mediate the pro-oncogenic and anti-oncogenic effects of diet is therefore fundamental. MicroRNAs (miRNAs) have received much attention in the past few decades as crucial molecular elements of human physiology and disease. Aberrant expression patterns of these small noncoding transcripts have been observed in a wide array of cancers. Interestingly, human miRNAs not only can be modulated by bioactive dietary components, but it has also been proposed that diet-derived miRNAs may contribute to the pool of human miRNAs. Results from independent groups have suggested that these exogenous miRNAs may be functional in organisms. These findings open the door to novel and innovative approaches to cancer therapy. Here, we provide an overview of the biology of miRNAs, with a special focus on plant-derived dietary miRNAs, summarize recent findings in the field of cancer, address the possible applications to clinical practice and discuss obstacles and challenges in the field.
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Affiliation(s)
- Alberto Dávalos
- Laboratory of Epigenetics of Lipid Metabolism, Madrid Institute for Advanced Studies (IMDEA)-Food, CEI UAM + CSIC, Crta. de, Carr. de Canto Blanco, nº8, E, 28049 Madrid, Spain
| | - Lucía Pinilla
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Av. de Monforte de Lemos, 5, 28029 Madrid, Spain
| | - María-Carmen López de Las Hazas
- Laboratory of Epigenetics of Lipid Metabolism, Madrid Institute for Advanced Studies (IMDEA)-Food, CEI UAM + CSIC, Crta. de, Carr. de Canto Blanco, nº8, E, 28049 Madrid, Spain
| | - Paola Pinto-Hernández
- Department of Functional Biology, Physiology, University of Oviedo, Av. Julián Clavería, 6, 33006 Oviedo, Spain
| | - Ferran Barbé
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Av. de Monforte de Lemos, 5, 28029 Madrid, Spain
| | - Eduardo Iglesias-Gutiérrez
- Department of Functional Biology, Physiology, University of Oviedo, Av. Julián Clavería, 6, 33006 Oviedo, Spain; Health Research Institute of the Principality of Asturias (ISPA), Av. Roma, s/n, 33011 Oviedo, Spain
| | - David de Gonzalo-Calvo
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain; CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Av. de Monforte de Lemos, 5, 28029 Madrid, Spain.
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