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Chambergo-Michilot D, Becerra-Gonzales VG, Kittipibul V, Colombo R, Bravo-Jaimes K. Racial Differences in Hospice Care Outcomes in Patients With Advanced Heart Failure: Systematic Review and Meta-analysis. Am J Cardiol 2024; 217:5-9. [PMID: 38382703 DOI: 10.1016/j.amjcard.2024.01.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 01/08/2024] [Accepted: 01/28/2024] [Indexed: 02/23/2024]
Abstract
There remains a paucity of investigational data about disparities in hospice services in people with non-cancer diagnoses, specifically in heart failure (HF). Black patients with advanced HF have been disproportionally affected by health care services inequities but their outcomes after hospice enrollment are not well studied. We aimed to describe race-specific outcomes in patients with advanced HF who were enrolled in hospice services. We obtained the data from PubMed, Scopus, and Embase for all investigations published until January 11, 2023. All studies that reported race-specific outcomes after hospice enrollment in patients with advanced HF were included. Of the 1,151 articles identified, 5 studies (n = 24,899) were considered for analysis involving a sample size ranging from 179 to 11,754 patients. Black patients had an increased risk of readmission (odds ratio 1.55, 95% confidence interval [CI] 1.34 to 1.79, I2 0%) and discharge (odds ratio 1.75, 95% CI 1.53 to 1.99, I2 0%) compared with White patients. Moreover, Black patients have a nonsignificant lower risk of mortality compared with White patients (relative risk 0.67, 95% CI 0.43 to 1.05, I2 90%). In conclusion, this study showed that Black patients with advanced HF receiving hospice care have a higher risk of readmission and discharge compared with White patients.
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Affiliation(s)
| | - Victor G Becerra-Gonzales
- Division of Cardiology, Department of Medicine, University of Miami/Jackson Memorial Hospital, Miami, Florida
| | | | - Rosario Colombo
- Division of Cardiology, Department of Medicine, University of Miami/Jackson Memorial Hospital, Miami, Florida
| | - Katia Bravo-Jaimes
- Department of Cardiovascular Medicine, Mayo Clinic, Jacksonville, Florida.
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Sokolski M, Reszka K, Adamik B, Kilis-Pstrusinska K, Lis W, Pomorski M, Sokolowski J, Doroszko A, Madziarska K, Jankowska EA, Protasiewicz M. Antiplatelet therapy prior to COVID-19 infection impacts on patients mortality: a propensity score-matched cohort study. Sci Rep 2024; 14:4832. [PMID: 38413716 PMCID: PMC10899234 DOI: 10.1038/s41598-024-55407-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 02/22/2024] [Indexed: 02/29/2024] Open
Abstract
One of the major pathomechanisms of COVID-19 is the interplay of hyperinflammation and disruptions in coagulation processes, involving thrombocytes. Antiplatelet therapy (AP) by anti-inflammatory effect and inhibition of platelet aggregation may affect these pathways. The aim of this study was to investigate if AP has an impact on the in-hospital course and medium-term outcomes in hospitalized COVID-19 patients. The study population (2170 COVID-19 patients: mean ± SD age 60 ± 19 years old, 50% male) was divided into a group of 274 patients receiving any AP prior to COVID-19 infection (AP group), and after propensity score matching, a group of 274 patients without previous AP (non-AP group). Patients from the AP group were less frequently hospitalized in the intensive care unit: 9% vs. 15%, 0.55 (0.33-0.94), developed less often shock: 9% vs. 15%, 0.56 (0.33-0.96), and required less aggressive forms of therapy. The AP group had more coronary revascularizations: 5% vs. 1%, 3.48 (2.19-5.55) and strokes/TIA: 5% vs. 1%, 3.63 (1.18-11.2). The bleeding rate was comparable: 7% vs. 7%, 1.06 (0.54-2.06). The patients from the AP group had lower 3-month mortality: 31% vs. 39%, 0.69 (0.51-0.93) and didn't differ significantly in 6-month mortality: 34% vs. 41%, 0.79 (0.60-1.04). When analyzing the subgroup with a history of myocardial infarction and/or coronary revascularization and/or previous stroke/transient ischemic attack and/or peripheral artery disease, AP had a beneficial effect on both 3-month: 37% vs. 56%, 0.58 (0.40-0.86) and 6-month mortality: 42% vs. 57%, 0.63 (0.44-0.92). Moreover, the favourable effect was highly noticeable in this subgroup where acetylsalicylic acid was continued during hospitalization with reduction of in-hospital: 19% vs. 43%, 0.31 (0.15-0.67), 3-month: 30% vs. 54%, 044 (0.26-0.75) and 6-month mortality: 33% vs. 54%, 0.49 (0.29-0.82) when confronted with the subgroup who had acetylsalicylic acid suspension during hospitalization. The AP may have a beneficial impact on hospital course and mortality in COVID-19 and shouldn't be discontinued, especially in high-risk patients.
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Affiliation(s)
- Mateusz Sokolski
- Institute of Heart Disease, Wroclaw Medical University, Borowska 213, 50-556, Wroclaw, Poland.
- Institute of Heart Disease, University Hospital, Wroclaw, Poland.
| | - Konrad Reszka
- Institute of Heart Disease, University Hospital, Wroclaw, Poland
| | - Barbara Adamik
- Department of Anesthesiology and Intensive Therapy, Wroclaw Medical University, Wroclaw, Poland
| | | | - Weronika Lis
- Institute of Heart Disease, University Hospital, Wroclaw, Poland
| | - Michał Pomorski
- Clinical Department of Gynecology and Obstetrics, Wroclaw Medical University, Wroclaw, Poland
| | - Janusz Sokolowski
- Clinical Department of Emergency Medicine, Wroclaw Medical University, Wroclaw, Poland
| | - Adrian Doroszko
- Clinical Department of Internal and Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Wroclaw, Poland
| | - Katarzyna Madziarska
- Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Wroclaw, Poland
| | - Ewa Anita Jankowska
- Institute of Heart Disease, Wroclaw Medical University, Borowska 213, 50-556, Wroclaw, Poland
- Institute of Heart Disease, University Hospital, Wroclaw, Poland
| | - Marcin Protasiewicz
- Institute of Heart Disease, Wroclaw Medical University, Borowska 213, 50-556, Wroclaw, Poland
- Institute of Heart Disease, University Hospital, Wroclaw, Poland
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Hrycek E, Walawska-Hrycek A, Hamankiewicz M, Milewski K, Nowakowski P, Buszman P, Żurakowski A. The Influence of SARS-CoV-2 Infection on Acute Myocardial Infarction Outcomes. J Clin Med 2023; 12:5899. [PMID: 37762840 PMCID: PMC10532337 DOI: 10.3390/jcm12185899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 08/30/2023] [Accepted: 09/09/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND This multicenter retrospective study with a control group was designed to assess the influence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection on the outcomes of patients with myocardial infarction (MI). METHODS A total of 129 patients with COVID-19 who were treated for MI were included in this study. The control group comprised 129 comparable patients without SARS-CoV-2 infection. The in-hospital, out-of-hospital, and overall mortality were analyzed. RESULTS A total of thirty-one (24%) patients died in the study group, and two (1.6%) patients died in the control group (OR = 20.09; CI: 4.69-85.97; p < 0.001). Similar results were observed in all analyzed patient subgroups. Multivariable Cox regression analysis confirmed the significant influence of SARS-CoV-2 infection on in-hospital outcomes (HR: 8.48459; CI: 1.982-36.320; p = 0.004). Subanalysis of the groups with COVID-19 plus ST-elevation MI (STEMI) or non-ST-elevation MI (NSTEMI) revealed comparable mortality rates: 14 (21.12%) patients in the NSTEMI group and 17 (26.98%) patients in the STEMI subgroup died (OR: 1.3; CI: 0.56-3.37; p = 0.45). During out-of-hospital observation, no differences in mortality were observed (OR: 0.77; CI: 0.11-4.07; p = 0.73). CONCLUSIONS SARS-CoV-2 infection affects the in-hospital outcomes of patients with both MI and COVID-19, regardless of MI type (STEMI vs. NSTEMI).
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Affiliation(s)
- Eugeniusz Hrycek
- American Heart of Poland, Topolowa 16, 32-500 Chrzanów, Poland
- Department of Cardiology, Faculty of Medical Sciences, Andrzej Frycz Modrzewski Kraków University, 30-705 Kraków, Poland
| | - Anna Walawska-Hrycek
- Department of Neurology, Faculty of Medical Sciences in Katowice, Medical University of Silesia, 40-752 Katowice, Poland
| | | | - Krzysztof Milewski
- American Heart of Poland, Armii Krajowej 101, 43-316 Bielsko-Biała, Poland
| | - Przemysław Nowakowski
- American Heart of Poland, Topolowa 16, 32-500 Chrzanów, Poland
- Department of Vascular Surgery, Faculty of Medical Sciences, University of Technology, Rolna 43, 40-555 Katowice, Poland
| | - Piotr Buszman
- Department of Cardiology, Faculty of Medical Sciences, Andrzej Frycz Modrzewski Kraków University, 30-705 Kraków, Poland
- American Heart of Poland, Armii Krajowej 101, 43-316 Bielsko-Biała, Poland
| | - Aleksander Żurakowski
- American Heart of Poland, Topolowa 16, 32-500 Chrzanów, Poland
- Department of Cardiology, Faculty of Medical Sciences, Andrzej Frycz Modrzewski Kraków University, 30-705 Kraków, Poland
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Cardiovascular and Renal Comorbidities Included into Neural Networks Predict the Outcome in COVID-19 Patients Admitted to an Intensive Care Unit: Three-Center, Cross-Validation, Age- and Sex-Matched Study. J Cardiovasc Dev Dis 2023; 10:jcdd10020039. [PMID: 36826535 PMCID: PMC9967447 DOI: 10.3390/jcdd10020039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/16/2023] [Accepted: 01/19/2023] [Indexed: 01/25/2023] Open
Abstract
Here, we performed a multicenter, age- and sex-matched study to compare the efficiency of various machine learning algorithms in the prediction of COVID-19 fatal outcomes and to develop sensitive, specific, and robust artificial intelligence tools for the prompt triage of patients with severe COVID-19 in the intensive care unit setting. In a challenge against other established machine learning algorithms (decision trees, random forests, extra trees, neural networks, k-nearest neighbors, and gradient boosting: XGBoost, LightGBM, and CatBoost) and multivariate logistic regression as a reference, neural networks demonstrated the highest sensitivity, sufficient specificity, and excellent robustness. Further, neural networks based on coronary artery disease/chronic heart failure, stage 3-5 chronic kidney disease, blood urea nitrogen, and C-reactive protein as the predictors exceeded 90% sensitivity and 80% specificity, reaching AUROC of 0.866 at primary cross-validation and 0.849 at secondary cross-validation on virtual samples generated by the bootstrapping procedure. These results underscore the impact of cardiovascular and renal comorbidities in the context of thrombotic complications characteristic of severe COVID-19. As aforementioned predictors can be obtained from the case histories or are inexpensive to be measured at admission to the intensive care unit, we suggest this predictor composition is useful for the triage of critically ill COVID-19 patients.
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Cardiovascular Complications of Viral Respiratory Infections and COVID-19. Biomedicines 2022; 11:biomedicines11010071. [PMID: 36672579 PMCID: PMC9856218 DOI: 10.3390/biomedicines11010071] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/23/2022] [Accepted: 12/25/2022] [Indexed: 12/29/2022] Open
Abstract
Viral respiratory infections (VRI) are the most prevalent type of infectious diseases and constitute one of the most common causes of contact with medical care. Regarding the pathophysiology of the cardiovascular system, VRI can not only exacerbate already existing chronic cardiovascular disease (such as coronary artery disease or heart failure) but also trigger new adverse events or complications (e.g., venous thromboembolism), the latter particularly in subjects with multimorbidity or disease-related immobilization. In the current paper, we provide a narrative review of diverse cardiovascular complications of VRI as well as summarize available data on the pathology of the circulatory system in the course of coronavirus disease 2019 (COVID-19).
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Almasi Nokiani A, Shahnazari R, Abbasi MA, Divsalar F, Bayazidi M, Sadatnaseri A. CT severity score in COVID-19 patients, assessment of performance in triage and outcome prediction: a comparative study of different methods. THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2022. [PMCID: PMC9116070 DOI: 10.1186/s43055-022-00781-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Background Lung involvement in COVID-19 can be quantified by chest CT scan with some triage and prognostication value. Optimizing initial triage of patients could help decrease adverse health impacts of the disease through better clinical management. At least 6 CT severity score (CTSS) systems have been proposed. We aimed to evaluate triage and prognostication performance of seven different CTSSs, including one proposed by ourselves, in hospitalized COVID-19 patients diagnosed by positive polymerase chain reaction (PCR). Results After exclusion of 14 heart failure and significant preexisting pulmonary disease patients, 96 COVID-19, PCR-positive patients were included into our retrospective study, admitted from February 20, 2020, to July 22. Their mean age was 63.6 ± 17.4 years (range 21–88, median 67). Fifty-seven (59.4%) were men, and 39 (40.6%) were women. All CTSSs showed good interrater reliability as calculated intraclass correlation coefficients (ICCs) between two radiologists were 0.764–0.837. Those CTSSs with more numerous segmentations showed the best ICCs. As judged by area under curve (AUC) for each receiver operator characteristic (ROC) curve, only three CTSSs showed acceptable AUCs (AUC = 0.7) for triage of severe/critical patients. All CTSSs showed acceptable AUCs for prognostication (AUCs = 0.76–0.79). Calculated AUCs for different CTSSs were not significantly different for triage and for prediction of severe/critical disease, but some difference was shown for prediction of critical disease. Conclusions Men are probably affected more frequently than women by COVID-19. Quantification of lung disease in COVID-19 is a readily available and easy tool to be used in triage and prognostication, but we do not advocate its use in heart failure or chronic respiratory disease patients. The scoring systems with more numerous segmentations are recommended if any future imaging for comparison is contemplated. CTSS performance in triage was much lower than earlier reports, and only three CTSSs showed acceptable AUCs in this regard. CTSS performed better for prognostic purposes than for triage as all 7 CTSSs showed acceptable AUCs in both types of prognostic ROC curves. There is not much difference among performance of different CTSSs.
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Xanthopoulos A, Bourazana A, Giamouzis G, Skoularigki E, Dimos A, Zagouras A, Papamichalis M, Leventis I, Magouliotis DE, Triposkiadis F, Skoularigis J. COVID-19 and the heart. World J Clin Cases 2022; 10:9970-9984. [PMID: 36246800 PMCID: PMC9561576 DOI: 10.12998/wjcc.v10.i28.9970] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 07/27/2022] [Accepted: 08/25/2022] [Indexed: 02/05/2023] Open
Abstract
An outbreak of coronavirus disease 2019 (COVID-19) occurred in December 2019 due to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which is a strain of SARS-CoV. Patients infected with the virus present a wide spectrum of manifestations ranging from mild flu-like symptoms, cough, fever and fatigue to severe lung injury, appearing as bilateral interstitial pneumonia or acute respiratory failure. Although SARS-CoV-2 infection predominantly offends the respiratory system, it has been associated with several cardiovascular complications as well. For example, patients with COVID-19 may either develop type 2 myocardial infarction due to myocardial oxygen demand and supply imbalance or acute coronary syndrome resulting from excessive inflammatory response to the primary infection. The incidence of COVID-19 related myocarditis is estimated to be accountable for an average of 7% of all COVID-19 related fatal cases, whereas heart failure (HF) may develop due to infiltration of the heart by inflammatory cells, destructive action of pro-inflammatory cytokines, micro-thrombosis and new onset or aggravated endothelial and respiratory failure. Lastly, SARS-CoV-2 can engender arrhythmias through direct myocardial damage causing acute myocarditis or through HF decompensation or secondary, through respiratory failure or severe respiratory distress syndrome. In this comprehensive review we summarize the COVID-19 related cardiovascular complications (acute coronary syndromes, myocarditis, HF, arrhythmias) and discuss the main underlying pathophysiological mechanisms.
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Affiliation(s)
- Andrew Xanthopoulos
- Department of Cardiology, University Hospital of Larissa, Larissa 41110, Greece
| | - Angeliki Bourazana
- Department of Cardiology, University Hospital of Larissa, Larissa 41110, Greece
| | - Grigorios Giamouzis
- Department of Cardiology, University Hospital of Larissa, Larissa 41110, Greece
| | | | - Apostolos Dimos
- Department of Cardiology, University Hospital of Larissa, Larissa 41110, Greece
| | - Alexandros Zagouras
- Department of Cardiology, University Hospital of Larissa, Larissa 41110, Greece
| | | | - Ioannis Leventis
- Department of Cardiology, University Hospital of Larissa, Larissa 41110, Greece
| | - Dimitrios E Magouliotis
- Department of Cardiothoracic Surgery, University of Thessaly, Larissa Biopolis, Larissa 41110, Greece
| | | | - John Skoularigis
- Department of Cardiology, University Hospital of Larissa, Larissa 41110, Greece
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Vidal-Perez R, Brandão M, Pazdernik M, Kresoja KP, Carpenito M, Maeda S, Casado-Arroyo R, Muscoli S, Pöss J, Fontes-Carvalho R, Vazquez-Rodriguez JM. Cardiovascular disease and COVID-19, a deadly combination: A review about direct and indirect impact of a pandemic. World J Clin Cases 2022; 10:9556-9572. [PMID: 36186196 PMCID: PMC9516905 DOI: 10.12998/wjcc.v10.i27.9556] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 04/25/2022] [Accepted: 08/25/2022] [Indexed: 02/05/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) is known to present with respiratory symptoms, which can lead to severe pneumonia and respiratory failure. However, it can have multisystem complications such as cardiovascular manifestations. The cardiovascular manifestations reported comprise myocarditis, cardiogenic shock, arrhythmias, pulmonary embolism, deep vein embolism, acute heart failure, and myocardial infarction. There is also an indirect impact of the pandemic on the management of cardiovascular care that has been shown clearly in multiple publications. In this review, we summarize the deadly relation of COVID-19 with cardiovascular events and the wider impact on several cardiovascular care areas by the pandemic situation
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Affiliation(s)
- Rafael Vidal-Perez
- Servicio de Cardiología, Unidad de Imagen y Función Cardíaca, Complexo Hospitalario Universitario A Coruña Centro de Investigación Biomédica en Red-Instituto de Salud Carlos III, A Coruña 15006, Spain
| | - Mariana Brandão
- Department of Cardiology, Centro Hospitalar de Gaia, Gaia 4400-020, Portugal
| | - Michal Pazdernik
- Intensive Care Unit, Department of Cardiology, Institute for Clinical and Experimental Medicine Prague, Prague 14021, Czech Republic
| | | | - Myriam Carpenito
- Unit of Cardiac Sciences, Department of Medicine, Campus Bio-Medico University of Rome, Rome 00128, Italy
| | - Shingo Maeda
- Arrhythmia Advanced Therapy Center, AOI Universal Hospital, Kawasaki 210-0822, Japan
| | - Rubén Casado-Arroyo
- Department of Cardiology, Hôpital Erasme, Université Libre de Bruxelles, Brussels 1070, Belgium
| | - Saverio Muscoli
- Unit of Cardiology, Policlinico Tor Vergata, Rome 00133, Italy
| | - Janine Pöss
- Heart Center Leipzig, University of Leipzig, Leipzig 04289, Germany
| | - Ricardo Fontes-Carvalho
- Department of Cardiology, Centro Hospitalar de Gaia, Gaia 4400-020, Portugal
- Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto 4200-319, Portugal
| | - Jose Manuel Vazquez-Rodriguez
- Servicio de Cardiología, Unidad de Imagen y Función Cardíaca, Complexo Hospitalario Universitario A Coruña Centro de Investigación Biomédica en Red-Instituto de Salud Carlos III, A Coruña 15006, Spain
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Lu Y, Xiang M, Xin L, Zhang Y, Wang Y, Shen Z, Li L, Cui X. Qiliqiangxin Modulates the Gut Microbiota and NLRP3 Inflammasome to Protect Against Ventricular Remodeling in Heart Failure. Front Pharmacol 2022; 13:905424. [PMID: 35721118 PMCID: PMC9201726 DOI: 10.3389/fphar.2022.905424] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 04/13/2022] [Indexed: 02/03/2023] Open
Abstract
Aims: Pathological left ventricular (LV) remodeling induced by multiple causes often triggers fatal cardiac dysfunction, heart failure (HF), and even cardiac death. This study is aimed to investigate whether qiliqiangxin (QL) could improve LV remodeling and protect against HF via modulating gut microbiota and inhibiting nod-like receptor pyrin domain 3 (NLRP3) inflammasome activation. Methods: Rats were respectively treated with QL (100 mg/kg/day) or valsartan (1.6 mg/kg/day) by oral gavage after transverse aortic constriction or sham surgery for 13 weeks. Cardiac functions and myocardial fibrosis were assessed. In addition, gut microbial composition was assessed by 16S rDNA sequencing. Furthermore, rats’ hearts were harvested for histopathological and molecular analyses including immunohistochemistry, immunofluorescence, terminal-deoxynucleotidyl transferase-mediated 2’-deoxyuridine 5’-triphosphated nick end labeling, and Western blot. Key findings: QL treatment preserved cardiac functions including LV ejection fractions and fractional shortening and markedly improved the LV remodeling. Moreover, HF was related to the gut microbial community reorganization like a reduction in Lactobacillus, while QL reversed it. Additionally, the protein expression levels like IL-1β, TNF-α, NF-κB, and NLRP3 were decreased in the QL treatment group compared to the model one. Conclusion: QL ameliorates ventricular remodeling to some extent in rats with HF by modulating the gut microbiota and NLRP3 inflammasome, which indicates the potential therapeutic effects of QL on those who suffer from HF.
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Affiliation(s)
- Yingdong Lu
- Department of Cardiovascular, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Mi Xiang
- Department of Cardiovascular, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Laiyun Xin
- Department of Cardiovascular, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China.,First Clinical Medical School, Shandong University of Chinese Medicine, Jinan, China
| | - Yang Zhang
- Department of Cardiovascular, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China.,First Clinical Medical School, Shandong University of Chinese Medicine, Jinan, China
| | - Yuling Wang
- Department of Cardiovascular, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Zihuan Shen
- Department of Cardiovascular, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Li Li
- Department of Cardiovascular, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xiangning Cui
- Department of Cardiovascular, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
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10
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Rola P, Doroszko A, Trocha M, Giniewicz K, Kujawa K, Gawryś J, Matys T, Gajecki D, Madziarski M, Zieliński S, Skalec T, Drobnik J, Sebastian A, Zubkiewicz-Zarębska A, Adamik B, Kaliszewski K, Kiliś-Pstrusinska K, Matera-Witkiewicz A, Pomorski M, Protasiewicz M, Sokołowski J, Włodarczak S, Jankowska EA, Madziarska K. Usefulness of C 2HEST Score in Predicting Clinical Outcomes of COVID-19 in Heart Failure and Non-Heart-Failure Cohorts. J Clin Med 2022; 11:jcm11123495. [PMID: 35743564 PMCID: PMC9225357 DOI: 10.3390/jcm11123495] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 06/02/2022] [Accepted: 06/15/2022] [Indexed: 01/27/2023] Open
Abstract
Background: Patients with heart failure represent a vulnerable population for COVID-19 and are prone to having worse prognoses and higher fatality rates. Still, the clinical course of the infection is dynamic, and complication occurrence in particular in patients with heart failure is fairly unpredictable. Considering that individual components of the C2HEST (C2: Coronary Artery Diseases (CAD)/Chronic obstructive pulmonary disease (COPD); H: Hypertension; E: Elderly (Age ≥ 75); S: Systolic HF; T: Thyroid disease) are parallel to COVID-19 mortality risk factors, we evaluate the predictive value of C2HEST score in patients with heart failure (HF) Material and Methods: The retrospective medical data analysis of 2184 COVID-19 patients hospitalized in the University Hospital in Wroclaw between February 2020 and June 2021 was the basis of the study. The measured outcomes included: in-hospital mortality, 3-month and 6-month all-cause-mortality, non-fatal end of hospitalization, and adverse in-hospital clinical events. Results: The heart failure cohort consists of 255 patients, while 1929 patients were assigned to the non-HF cohort. The in-hospital, 3-month, and 6-month mortality rates were highest in the HF cohort high-risk C2HEST stratum, reaching 38.61%, 53.96%, and 65.36%, respectively. In the non-HF cohort, in-hospital, 3-month, and 6-month mortalities were also highest in the high-risk C2HEST stratum and came to 26.39%, 52.78%, and 65.0%, respectively. An additional point in the C2HEST score increased the total death intensity in 10% of HF subjects (HR 1.100, 95% CI 0.968−1.250 p = 0.143) while in the non-HF cohort, the same value increased by 62.3% (HR 1.623, 95% CI 1.518−1.734 p < 0.0001). Conclusions: The C2HEST score risk in the HF cohort failed to show discriminatory performance in terms of mortality and other clinical adverse outcomes during hospitalization. C2HEST score in the non-HF cohort showed significantly better performance in terms of predicting in-hospital and 6-month mortality and other non-fatal clinical outcomes such as cardiovascular events (myocardial injury, acute heart failure, myocardial infarction, cardiogenic shock), pneumonia, sepsis, and acute renal injury.
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Affiliation(s)
- Piotr Rola
- Department of Cardiology, Provincial Specialized Hospital, Iwaszkiewicza Street 5, 59-220 Legnica, Poland
- Correspondence: ; Tel.: +48-76-7211-443
| | - Adrian Doroszko
- Clinical Department of Internal Medicine, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (A.D.); (J.G.); (T.M.); (D.G.)
| | - Małgorzata Trocha
- Department of Pharmacology, Wroclaw Medical University, Mikulicz-Radecki Street 2, 50-345 Wroclaw, Poland;
| | - Katarzyna Giniewicz
- Statistical Analysis Centre, Wroclaw Medical University, K. Marcinkowski Street 2-6, 50-368 Wroclaw, Poland; (K.G.); (K.K.)
| | - Krzysztof Kujawa
- Statistical Analysis Centre, Wroclaw Medical University, K. Marcinkowski Street 2-6, 50-368 Wroclaw, Poland; (K.G.); (K.K.)
| | - Jakub Gawryś
- Clinical Department of Internal Medicine, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (A.D.); (J.G.); (T.M.); (D.G.)
| | - Tomasz Matys
- Clinical Department of Internal Medicine, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (A.D.); (J.G.); (T.M.); (D.G.)
| | - Damian Gajecki
- Clinical Department of Internal Medicine, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (A.D.); (J.G.); (T.M.); (D.G.)
| | - Marcin Madziarski
- Clinical Department of Rheumatology and Internal Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (M.M.); (A.S.)
| | - Stanisław Zieliński
- Clinical Department of Anaesthesiology and Intensive Therapy, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (S.Z.); (T.S.); (B.A.)
| | - Tomasz Skalec
- Clinical Department of Anaesthesiology and Intensive Therapy, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (S.Z.); (T.S.); (B.A.)
| | - Jarosław Drobnik
- Department of Population Health, Division Epidemiology and Health Education, Wroclaw Medical University, Bujwida Street 44, 50-368 Wroclaw, Poland;
| | - Agata Sebastian
- Clinical Department of Rheumatology and Internal Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (M.M.); (A.S.)
| | - Anna Zubkiewicz-Zarębska
- Clinical Department of Gastroenterology and Hepatology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Barbara Adamik
- Clinical Department of Anaesthesiology and Intensive Therapy, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (S.Z.); (T.S.); (B.A.)
| | - Krzysztof Kaliszewski
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Katarzyna Kiliś-Pstrusinska
- Clinical Department of Paediatric Nephrology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Agnieszka Matera-Witkiewicz
- Screening of Biological Activity Assays and Collection of Biological Material Laboratory, Wroclaw Medical University Biobank, Wroclaw Medical University, Borowska Street 211A, 50-556 Wroclaw, Poland;
| | - Michał Pomorski
- Clinical Department of Gynecology and Obstetrics, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Marcin Protasiewicz
- Institute of Heart Diseases, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (M.P.); (E.A.J.)
- Institute of Heart Diseases, University Hospital, Borowska Street 213, 50-556 Wroclaw, Poland
| | - Janusz Sokołowski
- Clinical Department of Emergency Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Szymon Włodarczak
- Department of Cardiology, The Copper Health Centre (MCZ), 59-300 Lubin, Poland;
| | - Ewa Anita Jankowska
- Institute of Heart Diseases, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (M.P.); (E.A.J.)
- Institute of Heart Diseases, University Hospital, Borowska Street 213, 50-556 Wroclaw, Poland
| | - Katarzyna Madziarska
- Clinical Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
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11
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Citu IM, Citu C, Gorun F, Neamtu R, Motoc A, Burlea B, Rosca O, Bratosin F, Hosin S, Manolescu D, Patrascu R, Gorun OM. Using the NYHA Classification as Forecasting Tool for Hospital Readmission and Mortality in Heart Failure Patients with COVID-19. J Clin Med 2022; 11:jcm11051382. [PMID: 35268473 PMCID: PMC8910859 DOI: 10.3390/jcm11051382] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 02/21/2022] [Accepted: 03/01/2022] [Indexed: 12/14/2022] Open
Abstract
During the COVID-19 pandemic, it was observed that patients with heart disease are more likely to be hospitalized and develop severe COVID-19. Cardiac disease takes the top position among patient comorbidities, heart failure (HF) prevalence reaching almost 5% in the general population older than 35 years in Romania. This retrospective study aimed to determine the potential use of the NYHA classification for HF in hospitalized patients with COVID-19 as prognostic tool for in-hospital mortality, length of hospitalization, and probability of rehospitalization for HF decompensation. We observed that patients with advanced HF had a history of significantly more comorbid conditions that are associated with worse disease outcomes than the rest of patients classified as NYHA I and II. However, regardless of existing diseases, NYHA III, and, especially, NYHA IV, patients were at greatest risk for mortality following SARS-CoV-2 infection. They required significantly longer durations of hospitalization, ICU admission for mechanical ventilation, and developed multiple severe complications. NYHA IV patients required a median duration of 20 days of hospitalization, and their in-hospital mortality was as high as 47.8%. Cardiac biomarkers were significantly altered in patients with SARS-CoV-2 and advanced HF. Although the study sample was small, all patients with NYHA IV who recovered from COVID-19 required a rehospitalization in the following month, and 65.2% of the patients at initial presentation died during the next six months. The most significant risk factor for mortality was the development of severe in-hospital complications (OR = 4.38), while ICU admission was the strongest predictor for rehospitalization (OR = 5.19). Our result highlights that HF patients continue to be vulnerable post SARS-CoV-2 infection. Physicians and policymakers should consider this population’s high likelihood of hospital readmissions when making discharge, hospital capacity planning, and post-discharge patient monitoring choices.
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Affiliation(s)
- Ioana Mihaela Citu
- Department of Internal Medicine I, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania;
| | - Cosmin Citu
- Department of Obstetrics and Gynecology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (F.G.); (R.N.)
- Correspondence: ; Tel.: +40-722-322-877
| | - Florin Gorun
- Department of Obstetrics and Gynecology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (F.G.); (R.N.)
| | - Radu Neamtu
- Department of Obstetrics and Gynecology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (F.G.); (R.N.)
| | - Andrei Motoc
- Department of Anatomy and Embryology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania;
| | - Bogdan Burlea
- Department of Obstetrics and Gynecology, Municipal Emergency Clinical Hospital Timisoara, 1-3 Alexandru Odobescu Street, 300202 Timisoara, Romania; (B.B.); (O.M.G.)
| | - Ovidiu Rosca
- Methodological and Infectious Diseases Research Center, Department of Infectious Diseases, “Victor Babes” University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania; (O.R.); (F.B.)
| | - Felix Bratosin
- Methodological and Infectious Diseases Research Center, Department of Infectious Diseases, “Victor Babes” University of Medicine and Pharmacy Timisoara, 300041 Timisoara, Romania; (O.R.); (F.B.)
| | - Samer Hosin
- Department of Orthopedics, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania;
| | - Diana Manolescu
- Department of Radiology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania;
| | - Raul Patrascu
- Department of Functional Sciences, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania;
| | - Oana Maria Gorun
- Department of Obstetrics and Gynecology, Municipal Emergency Clinical Hospital Timisoara, 1-3 Alexandru Odobescu Street, 300202 Timisoara, Romania; (B.B.); (O.M.G.)
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12
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Karasneh RA, Khassawneh BY, Al-Azzam S, Al-Mistarehi AH, Lattyak WJ, Aldiab M, Kabbaha S, Hasan SS, Conway BR, Aldeyab MA. Risk Factors Associated with Mortality in COVID-19 Hospitalized Patients: Data from the Middle East. Int J Clin Pract 2022; 2022:9617319. [PMID: 36072822 PMCID: PMC9398873 DOI: 10.1155/2022/9617319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 07/23/2022] [Indexed: 11/24/2022] Open
Abstract
This study aimed to assess the risk factors for COVID-19 mortality among hospitalized patients in Jordan. All COVID-19 patients admitted to a tertiary hospital in Jordan from September 20, 2020, to August 8, 2021, were included in this study. Demographics, clinical characteristics, comorbidities, and laboratory results were extracted from the patients' electronic records. Multivariable logistic and machine learning (ML) methods were used to study variable importance. Out of 1,613 COVID-19 patients, 1,004 (62.2%) were discharged from the hospital (survived), while 609 (37.8%) died. Patients who were of elderly age (>65 years) (OR, 2.01; 95% CI, 1.28-3.16), current smokers (OR, 1.61; 95%CI, 1.17-2.23), and had severe or critical illness at admission ((OR, 1.56; 95%CI, 1.05-2.32) (OR, 2.94; 95%CI, 2.02-4.27); respectively), were at higher risk of mortality. Comorbidities including chronic kidney disease (OR, 2.90; 95% CI, 1.90-4.43), deep venous thrombosis (OR, 2.62; 95% CI, 1.08-6.35), malignancy (OR, 2.22; 95% CI, 1.46-3.38), diabetes (OR, 1.31; 95% CI, 1.04-1.65), and heart failure (OR, 1.51; 95% CI, 1.02-2.23) were significantly associated with increased risk of mortality. Laboratory abnormalities associated with mortality included hypernatremia (OR, 11.37; 95% CI, 4.33-29.81), elevated aspartate aminotransferase (OR, 1.81; 95% CI, 1.42-2.31), hypoalbuminemia (OR, 1.75; 95% CI, 1.37-2.25), and low platelets level (OR, 1.43; 95% CI, 1.05-1.95). Several demographic, clinical, and laboratory risk factors for COVID-19 mortality were identified. This study is the first to examine the risk factors associated with mortality using ML methods in the Middle East. This will contribute to a better understanding of the impact of the disease and improve the outcome of the pandemic worldwide.
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Affiliation(s)
- Reema A. Karasneh
- Department of Basic Medical Sciences, Faculty of Medicine, Yarmouk University, Irbid, Jordan
| | - Basheer Y. Khassawneh
- Department of Internal Medicine, Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | - Sayer Al-Azzam
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Abdel-Hameed Al-Mistarehi
- Department of Public Health and Family Medicine, Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | | | - Motasem Aldiab
- Department of Computing, British Columbia Institute of Technology, Vancouver, Canada
| | - Suad Kabbaha
- Department of Health Research Methods, Evidence & Impact (HEI), McMaster University, Hamilton, Canada
| | - Syed Shahzad Hasan
- Department of Pharmacy, School of Applied Sciences, University of Huddersfield, Huddersfield, UK
| | - Barbara R. Conway
- Department of Pharmacy, School of Applied Sciences, University of Huddersfield, Huddersfield, UK
- Institute of Skin Integrity and Infection Prevention, University of Huddersfield, Huddersfield, UK
| | - Mamoon A. Aldeyab
- Department of Pharmacy, School of Applied Sciences, University of Huddersfield, Huddersfield, UK
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