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Piotrowicz K, Ryś M, Perera I, Gryglewska B, Fedyk-Łukasik M, Michel JP, Wizner B, Sydor W, Olszanecka A, Grodzicki T, Gąsowski J. Factors associated with mortality in hospitalised, non-severe, older COVID-19 patients - the role of sarcopenia and frailty assessment. BMC Geriatr 2022; 22:941. [PMID: 36476473 PMCID: PMC9727948 DOI: 10.1186/s12877-022-03571-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 10/31/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND COVID-19 has affected older persons the most. The propensity to have severe COVID-19 or die of the infection was especially prevalent among older subjects with multimorbidity, frailty and sarcopenia. The aim of our study was to check which of the simple clinical biomarkers, including the assessment of muscle and frailty, would associate with the survival and the length of hospital stay in older patients with COVID-19. An additional aim was to report the influence of chronic diseases, chronic medication use, and COVID-19 signs and symptoms on the aforementioned outcome measures. METHODS The CRACoV study was a prospective single-center (University Hospital in Krakow, Krakow, Poland) observational study of clinical outcomes in symptomatic COVID-19 patients that required hospital treatment. We analysed data of persons aged ≥ 65 years. We assessed muscular parameters in accordance with EWGSOP2, frailty with the Rockwood Clinical Frailty Scale. We used the data of the initial and 3-month assessment. Demographic characteristics, past medical history, and baseline laboratory values were gathered as a part of routine care. We calculated sex and age, and additionally number-of-diseases adjusted odds ratios of mortality associated with studied factors and betas of the relation with these factors and the length of hospital stay. RESULTS The mean (standard deviation, SD) age of 163 participants (44.8% women, 14.8% died) was 71.8 (5.6) years, age range 65-89 years. One score greater SARC-F was associated with 34% (p = 0.003) greater risk of death, and 16.8 h longer hospital stay (p = 0.01). One score greater Rockwood was associated with 86% (p = 0.002) greater risk of death, but was unrelated to the length of hospital stay. Hand grip strength and dynapenia were unrelated to mortality, but dynapenia was related to longer hospital stay. Probable sarcopenia was associated with 441% (p = 0.01) greater risk of death. CONCLUSIONS In conclusion, the patient assessment with SARC-F and the Rockwood Clinical Frailty Scale may significantly improve the prediction of outcomes in older patients with COVID-19 and by extension might be of use in other acute severe infections. This, however, requires further research to confirm.
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Affiliation(s)
- Karolina Piotrowicz
- grid.5522.00000 0001 2162 9631Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland ,grid.412700.00000 0001 1216 0093Department of Internal Medicine and Geriatrics, University Hospital in Kraków, Kraków, Poland
| | - Monika Ryś
- grid.5522.00000 0001 2162 9631Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland ,grid.412700.00000 0001 1216 0093Department of Internal Medicine and Geriatrics, University Hospital in Kraków, Kraków, Poland
| | - Ian Perera
- grid.5522.00000 0001 2162 9631Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland ,grid.412700.00000 0001 1216 0093Department of Internal Medicine and Geriatrics, University Hospital in Kraków, Kraków, Poland
| | - Barbara Gryglewska
- grid.5522.00000 0001 2162 9631Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland ,grid.412700.00000 0001 1216 0093Department of Internal Medicine and Geriatrics, University Hospital in Kraków, Kraków, Poland
| | - Małgorzata Fedyk-Łukasik
- grid.5522.00000 0001 2162 9631Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland ,grid.412700.00000 0001 1216 0093Department of Internal Medicine and Geriatrics, University Hospital in Kraków, Kraków, Poland
| | | | - Barbara Wizner
- grid.5522.00000 0001 2162 9631Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland ,grid.412700.00000 0001 1216 0093Department of Internal Medicine and Geriatrics, University Hospital in Kraków, Kraków, Poland
| | - Wojciech Sydor
- grid.412700.00000 0001 1216 0093Center for Innovative Therapies, Clinical Research Coordination Center, University Hospital in Kraków, Kraków, Poland ,grid.5522.00000 0001 2162 9631Department of Rheumatology and Immunology, Jagiellonian University Medical College, Kraków, Poland
| | - Agnieszka Olszanecka
- grid.5522.00000 0001 2162 9631Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Kraków, Poland
| | - Tomasz Grodzicki
- grid.5522.00000 0001 2162 9631Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland ,grid.412700.00000 0001 1216 0093Department of Internal Medicine and Geriatrics, University Hospital in Kraków, Kraków, Poland
| | - Jerzy Gąsowski
- grid.5522.00000 0001 2162 9631Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland ,grid.412700.00000 0001 1216 0093Department of Internal Medicine and Geriatrics, University Hospital in Kraków, Kraków, Poland ,grid.5522.00000 0001 2162 9631Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, University Hospital, 2 Jakubowskiego St., building I, 5th floor, 30-688 Kraków, Poland
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Ranucci M, Parati G, Di Dedda U, Bussotti M, Agricola E, Menicanti L, Bombace S, De Martino F, Giovinazzo S, Zambon A, Menè R, La Rovere MT. When Outcomes Diverge: Age and Cardiovascular Risk as Determinants of Mortality and ICU Admission in COVID-19. J Clin Med 2022; 11:jcm11144099. [PMID: 35887864 PMCID: PMC9316345 DOI: 10.3390/jcm11144099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 07/09/2022] [Accepted: 07/12/2022] [Indexed: 12/10/2022] Open
Abstract
Background: Hospital mortality and admission to the Intensive Care Unit (ICU) are markers of disease severity in COVID-19 patients. Cardiovascular co-morbidities are one of the main determinants of negative outcomes. In this study we investigated the impact of cardiovascular co-morbidities on mortality and admission to the ICU in first-wave COVID-19 patients. Methods: A multicenter, retrospective, cohort study. A total of 1077 patients were analyzed for mortality and ICU admission. Cardiovascular risk factors were explored as determinants of the outcomes after correction for other confounders. Results: In the multivariable model, after correction for age, only a history of heart failure remained independently associated (p = 0.0013) with mortality (hazard ratio 2.22, 95% confidence interval 1.37 to 3.62). Age showed a mortality risk increase of 8% per year (hazard ratio 1.08, 95% confidence interval 1.05 to 1.10, p = 0.001). The transition from ward to the ICU had, as a single determinant, the age, but in a reversed fashion (hazard ratio 0.96, 95% confidence interval 0.94 to 0.98, p = 0.0002). Conclusions: Once adjusted for the main determinant of mortality (age) heart failure only remained independently associated with mortality. Admission to the ICU was less likely for elderly patients. This may reflect the catastrophic impact of the first wave of COVID-19 pandemic in terms of ICU bed availability in Lombardy, leading to a selection process for ICU admission.
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Affiliation(s)
- Marco Ranucci
- Department of Cardiovascular Anesthesia and ICU, IRCCS Policlinico San Donato, 20097 San Donato Milanese, Italy;
- Correspondence: ; Tel.: +39-02-52774754
| | - Gianfranco Parati
- Department of Cardiovascular Neural and Metabolic Sciences, Department of Medicine and Surgery, IRCCS Istituto Auxologico Italiano, University of Milano-Bicocca, 20126 Milan, Italy;
| | - Umberto Di Dedda
- Department of Cardiovascular Anesthesia and ICU, IRCCS Policlinico San Donato, 20097 San Donato Milanese, Italy;
| | - Maurizio Bussotti
- Department of Cardiac Rehabilitation, IRCCS Istituti Clinici Scientifici Maugeri, 20138 Milan, Italy;
| | - Eustachio Agricola
- Cardiovascular Imaging Unit, Cardio-Thoracic-Vascular Department, Vita-Salute University, IRCCS San Raffaele Hospital, 20132 Milan, Italy;
| | - Lorenzo Menicanti
- Scientific Directorate, IRCCS Policlinico San Donato, 20097 San Donato Milanese, Italy;
| | - Sara Bombace
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy;
- IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy
| | - Fabiana De Martino
- Heart Failure Unit, Centro Cardiologico Monzino Istituto di Ricovero e Cura a Carattere Scientifico, 20138 Milan, Italy;
| | - Stefano Giovinazzo
- Cardiovascular Disease Unit, Cardiac, Thoracic and Vascular Department, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy;
| | - Antonella Zambon
- Biostatistics Unit, IRCCS Istituto Auxologico Italiano, 20126 Milan, Italy;
- Department of Statistics and Quantitative Methods, Università di Milano-Bicocca, 20126 Milan, Italy
| | - Roberto Menè
- Department of Cardiology, IRCCS Istituto Auxologico Italiano, Università di Milano-Bicocca, 20126 Milan, Italy;
| | - Maria Teresa La Rovere
- Department of Cardiac Rehabilitation, IRCCS Istituti Clinici Scientifici Maugeri, 28843 Montescano, Italy;
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Berzuini C, Bernardinelli L. Hunting for protective drugs at the break of a pandemic: Causal inference from hospital data. Stat Methods Med Res 2022; 31:1803-1816. [PMID: 35837735 PMCID: PMC9289643 DOI: 10.1177/09622802221098428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
At the break of a pandemic, the protective efficacy of therapeutic interventions
needs rapid evaluation. An experimental approach to the problem will not always
be appropriate. An alternative route are observational studies, whether based on
regional health service data or hospital records. In this paper, we discuss the
use of methods of causal inference for the analysis of such
data, with special reference to causal questions that may arise in a pandemic.
We apply the methods by using the aid of a directed acyclic graph (DAG)
representation of the problem, to encode our causal assumptions and to logically
connect the scientific questions. We illustrate the usefulness of DAGs in the
context of a controversy over the effects of renin aldosterone system inhibitors
(RASIs) in hypertensive individuals at risk of (or affected by) severe acute
respiratory syndrome coronavirus 2 disease. We consider questions concerning the
existence and the directions of those effects, their underlying mechanisms, and
the possible dependence of the effects on context variables. This paper
describes the cognitive steps that led to a DAG representation of the problem,
based on background knowledge and evidence from past studies, and the use of the
DAG to analyze our hospital data and assess the interpretive limits of the
results. Our study contributed to subverting early opinions about RASIs, by
suggesting that these drugs may indeed protect the older hypertensive Covid-19
patients from the consequences of the disease. Mechanistic interaction methods
revealed that the benefit may be greater (in a sense to be made clear) in the
older stratum of the population.
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Affiliation(s)
- Carlo Berzuini
- Centre for Biostatistics, 171083School of Health Sciences, The University of Manchester, Manchester, UK
| | - Luisa Bernardinelli
- Department of Brain and Behavioural Sciences, 19001University of Pavia, Pavia, Italy
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Spannella F, Giulietti F, Di Pentima C, Allevi M, Bordoni V, Filipponi A, Falzetti S, Garbuglia C, Scorcella S, Giordano P, Sarzani R. Renin-Angiotensin-System Inhibitors Are Associated With Lower In-hospital Mortality in COVID-19 Patients Aged 80 and Older. Front Cardiovasc Med 2022; 9:916509. [PMID: 35783862 PMCID: PMC9247386 DOI: 10.3389/fcvm.2022.916509] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Accepted: 05/04/2022] [Indexed: 11/30/2022] Open
Abstract
Background Older adults are at higher risk of morbidity and mortality for coronavirus disease 2019 (COVID-19). Renin-angiotensin-system inhibitors (RASi) were found to have a neutral or protective effect against mortality in COVID-19 adult patients. Aims We investigated whether this association was confirmed also in COVID-19 older patients. Methods This is a prospective observational study on 337 hospitalized older adults (aged 80 years and older). We classified the study population according to usage of RASi before and during hospitalization. A propensity score analysis was also performed to confirm the findings. Results The mean age was 87.4 ± 6.1 years. Patients taking RASi at home were 147 (43.6%). During hospitalization, 38 patients (11.3% of the entire study population) discontinued RASi, while 57 patients (16.9% of the entire study population) started RASi. In-hospital mortality was 43.9%. Patients taking RASi during hospitalization (patients who maintained their home RASi therapy + patients who started RASi during hospitalization) had a significantly lower in-hospital mortality than untreated patients [HR 0.48 (95% CI: 0.34–0.67)], even after adjustment for required respiratory support, functional status, albumin, inflammation, and cardiac biomarkers. The analysis of the groups derived from the “propensity score matching” (58 patients in each group) confirmed these results [HR 0.46 (95% CI: 0.23–0.91)]. Discussion Despite the high risk of death in older COVID-19 patients, RASi therapy during hospitalization was associated with a clinically relevant lower in-hospital mortality, likely due to the benefit of RAS modulation on the cardiopulmonary system during the acute phase of the disease. Conclusion Our findings confirm the protective role of RASi even in COVID-19 patients aged 80 years and older.
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Affiliation(s)
- Francesco Spannella
- Internal Medicine and Geriatrics, IRCCS INRCA, Ancona, Italy
- Department of Clinical and Molecular Sciences, University “Politecnica delle Marche”, Ancona, Italy
| | - Federico Giulietti
- Internal Medicine and Geriatrics, IRCCS INRCA, Ancona, Italy
- Department of Clinical and Molecular Sciences, University “Politecnica delle Marche”, Ancona, Italy
| | - Chiara Di Pentima
- Internal Medicine and Geriatrics, IRCCS INRCA, Ancona, Italy
- Department of Clinical and Molecular Sciences, University “Politecnica delle Marche”, Ancona, Italy
| | - Massimiliano Allevi
- Internal Medicine and Geriatrics, IRCCS INRCA, Ancona, Italy
- Department of Clinical and Molecular Sciences, University “Politecnica delle Marche”, Ancona, Italy
| | - Valentina Bordoni
- Internal Medicine and Geriatrics, IRCCS INRCA, Ancona, Italy
- Department of Clinical and Molecular Sciences, University “Politecnica delle Marche”, Ancona, Italy
| | - Andrea Filipponi
- Internal Medicine and Geriatrics, IRCCS INRCA, Ancona, Italy
- Department of Clinical and Molecular Sciences, University “Politecnica delle Marche”, Ancona, Italy
| | - Sara Falzetti
- Internal Medicine and Geriatrics, IRCCS INRCA, Ancona, Italy
- Department of Clinical and Molecular Sciences, University “Politecnica delle Marche”, Ancona, Italy
| | - Caterina Garbuglia
- Internal Medicine and Geriatrics, IRCCS INRCA, Ancona, Italy
- Department of Clinical and Molecular Sciences, University “Politecnica delle Marche”, Ancona, Italy
| | - Samuele Scorcella
- Internal Medicine and Geriatrics, IRCCS INRCA, Ancona, Italy
- Department of Clinical and Molecular Sciences, University “Politecnica delle Marche”, Ancona, Italy
| | - Piero Giordano
- Internal Medicine and Geriatrics, IRCCS INRCA, Ancona, Italy
| | - Riccardo Sarzani
- Internal Medicine and Geriatrics, IRCCS INRCA, Ancona, Italy
- Department of Clinical and Molecular Sciences, University “Politecnica delle Marche”, Ancona, Italy
- *Correspondence: Riccardo Sarzani
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