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Mink S, Drexel H, Leiherer A, Cadamuro J, Hitzl W, Frick M, Reimann P, Saely CH, Fraunberger P. Anti-SARS-CoV-2 Antibodies versus Vaccination Status in CAD Patients with COVID-19: A Prospective, Propensity Score-Matched Cohort Study. Vaccines (Basel) 2024; 12:855. [PMID: 39203980 PMCID: PMC11359237 DOI: 10.3390/vaccines12080855] [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: 06/19/2024] [Revised: 07/20/2024] [Accepted: 07/26/2024] [Indexed: 09/03/2024] Open
Abstract
OBJECTIVES Despite the currently prevailing, milder Omicron variant, coronary artery disease (CAD) patients constitute a major risk group in COVID-19, exhibiting 2.6 times the mortality risk of non-CAD patients and representing over 22% of non-survivors. No data are currently available on the efficacy of antibody levels in CAD patients, nor on the relevance of vaccination status versus antibody levels for predicting severe courses and COVID-19 mortality. Nor are there definitive indicators to assess if individual CAD patients are sufficiently protected from adverse outcomes or to determine the necessity of booster vaccinations. METHODS A prospective, propensity-score-matched, multicenter cohort study comprising 249 CAD patients and 903 controls was conducted. Anti-SARS-CoV-2-spike antibodies were measured on hospital admission. Prespecified endpoints were in-hospital mortality, intensive care, and oxygen administration. RESULTS After adjustment for potential confounders, CAD patients exhibited 4.6 and 6.1-times higher mortality risks if antibody levels were <1200 BAU/mL and <182 BAU/mL, respectively, compared to CAD patients above these thresholds (aOR 4.598, 95%CI 2.426-8.714, p < 0.001; 6.147, 95%CI 2.529-14.941, p < 0.001). Risk of intensive care was 3.7 and 4.0 (p = 0.003; p < 0.001), and risk of oxygen administration 2.6 and 2.4 times higher below these thresholds (p = 0.004; p = 0.010). Vaccination status was a weaker predictor of all three outcomes than both antibody thresholds. CONCLUSION Antibody levels are a stronger predictor of outcome in CAD patients with COVID-19 than vaccination status, with 1200 BAU/mL being the more conservative threshold. Measuring anti-SARS-CoV-2 antibodies in CAD patients may ensure enhanced protection by providing timely booster vaccinations and identifying high-risk CAD patients at hospital admission.
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Affiliation(s)
- Sylvia Mink
- Central Medical Laboratories, 6800 Feldkirch, Austria
- Private University in the Principality of Liechtenstein, 9495 Triesen, Liechtenstein
| | - Heinz Drexel
- Private University in the Principality of Liechtenstein, 9495 Triesen, Liechtenstein
- VIVIT Institute, Academic Teaching Hospital Feldkirch, 6800 Feldkirch, Austria
- Drexel University College of Medicine, Philadelphia, PA 19129, USA
| | - Andreas Leiherer
- Central Medical Laboratories, 6800 Feldkirch, Austria
- VIVIT Institute, Academic Teaching Hospital Feldkirch, 6800 Feldkirch, Austria
| | - Janne Cadamuro
- Department of Laboratory Medicine, Paracelsus Medical University, 5020 Salzburg, Austria
| | - Wolfgang Hitzl
- Department of Research and Innovation, Team Biostatistics and Publication of Clinical Trials, Paracelsus Medical University, 5020 Salzburg, Austria
| | - Matthias Frick
- Department of Internal Medicine, Academic Teaching Hospital Feldkirch, 6800 Feldkirch, Austria
| | - Patrick Reimann
- Private University in the Principality of Liechtenstein, 9495 Triesen, Liechtenstein
- Department of Internal Medicine, Academic Teaching Hospital Feldkirch, 6800 Feldkirch, Austria
| | - Christoph H. Saely
- Private University in the Principality of Liechtenstein, 9495 Triesen, Liechtenstein
- VIVIT Institute, Academic Teaching Hospital Feldkirch, 6800 Feldkirch, Austria
| | - Peter Fraunberger
- Central Medical Laboratories, 6800 Feldkirch, Austria
- Private University in the Principality of Liechtenstein, 9495 Triesen, Liechtenstein
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Chan K, Baker J, Conroy A, Rubens M, Ramamoorthy V, Saxena A, Roy M, Jimenez J, Chaparro S. Burden of cardiovascular disease on coronavirus disease 2019 hospitalizations in the USA. Coron Artery Dis 2024:00019501-990000000-00234. [PMID: 38785219 DOI: 10.1097/mca.0000000000001390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/25/2024]
Abstract
BACKGROUND Patients with cardiovascular disease (CVD) and risk factors have increased rates of adverse events and mortality after hospitalization for coronavirus disease 2019 (COVID-19). In this study, we attempted to identify and assess the effects of CVD on COVID-19 hospitalizations in the USA using a large national database. METHODS The current study was a retrospective analysis of data from the US National (Nationwide) Inpatient Sample from 2020. All adult patients 18 years of age and older who were admitted with the primary diagnosis of COVID-19 were included. The primary outcome was in-hospital mortality, while secondary outcomes included prolonged hospital length of stay, mechanical ventilation, and disposition other than home. Prolonged hospital length of stay was defined as a length of stay greater than the 75th percentile for the full sample. The diagnoses were identified using the International Classification of Diseases, 10th Revision, Clinical Modification (ICD-10-CM) codes. RESULTS A total of 1 050 040 patients were included in the study, of which 454 650 (43.3%) had prior CVD. Patients with CVD had higher mortality during COVID-19 hospitalization (19.3 vs. 5.0%, P < 0.001). Similarly, these patients had a higher rate of prolonged hospital length of stay (34.5 vs. 21.0%, P < 0.001), required mechanical ventilation (15.4 vs. 5.6%, P < 0.001), and were more likely to be discharged to a disposition other than home (62.5 vs. 32.3%, P < 0.001). Mean hospitalization cost was also higher in patients with CVD during hospitalization ($24 023 vs. $15 320, P < 0.001). Conditional logistic regression analysis showed that the odds of in-hospital mortality [odds ratio (OR), 3.23; 95% confidence interval (CI), 2.91-3.45] were significantly higher for COVID-19 hospitalizations with CVD, compared with those without CVD. Similarly, prolonged hospital length (OR, 1.82; 95% CI, 1.43-2.23), mechanical ventilation (OR, 3.31; 95% CI, 3.06-3.67), and disposition other than home (OR, 2.01; 95% CI, 1.87-2.21) were also significantly higher for COVID-19 hospitalizations with coronary artery disease. CONCLUSION Our study showed that the presence of CVD has a significant negative impact on the prognosis of patients hospitalized for COVID-19. There was an associated increase in mortality, length of stay, ventilator use, and adverse discharge dispositions among COVID-19 patients with CVD. Adjustment in treatment for CVD should be considered when providing care to patients hospitalized for COVID-19 to mitigate some of the adverse hospital outcomes.
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Affiliation(s)
- Kelvin Chan
- Department of Internal Medicine, Nova Southeastern University, Fort Lauderdale
| | - Jiana Baker
- Department of Translational Medicine, Herbert Wertheim College of Medicine, Florida International University
| | - Abigail Conroy
- Department of Internal Medicine, Nova Southeastern University, Fort Lauderdale
| | - Muni Rubens
- Department of Translational Medicine, Herbert Wertheim College of Medicine, Florida International University
- Department of Heart Failure, Miami Cardiac and Vascular Medicine, Baptist Health South Florida, Miami, Florida, USA
- Universidad Espiritu Santo, Guayaquil, Ecuador
| | | | - Anshul Saxena
- Department of Translational Medicine, Herbert Wertheim College of Medicine, Florida International University
- Center for Advanced Analytics, Baptist Health South Florida, Miami, Florida, USA
| | - Mukesh Roy
- Department of Heart Failure, Miami Cardiac and Vascular Medicine, Baptist Health South Florida, Miami, Florida, USA
| | - Javier Jimenez
- Department of Translational Medicine, Herbert Wertheim College of Medicine, Florida International University
- Department of Heart Failure, Miami Cardiac and Vascular Medicine, Baptist Health South Florida, Miami, Florida, USA
| | - Sandra Chaparro
- Department of Translational Medicine, Herbert Wertheim College of Medicine, Florida International University
- Department of Heart Failure, Miami Cardiac and Vascular Medicine, Baptist Health South Florida, Miami, Florida, USA
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Özbek Ö, Can MM. Comparison of the Effects of Recent Coronavirus 2019 Infection and Vaccination on the Prognosis of Acute Coronary Syndrome: A Retrospective Study Conducted in a Single Center in Türkiye. Anatol J Cardiol 2024; 28:294-304. [PMID: 38770698 PMCID: PMC11168708 DOI: 10.14744/anatoljcardiol.2024.4372] [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: 02/15/2024] [Accepted: 03/29/2024] [Indexed: 05/22/2024] Open
Abstract
BACKGROUND We aimed to examine the effects of COVID-19 infection versus vaccination within the month prior to acute coronary syndrome (ACS) diagnosis with respect to their impact on the development of mortality or major adverse cardiovascular events (MACE). METHODS This retrospective cohort study included patients hospitalized with a diagnosis of ACS between June 2020 and December 2022. Patients diagnosed with ACS were grouped according to the presence of COVID-19 infection (post-COVID), vaccination (post-vaccine), or non-exposure during the month prior to ACS diagnosis. Patients with and without MACE were also compared separately. RESULTS We analyzed 1890 ACS patients (mean age 57.43 ± 11.53 years, 79.15% males). Of these, 319 (16.88%) were in the post-vaccine group, and 334 (17.67%) were in the post-COVID group. Major adverse cardiovascular events occurred in 569 (30.11%) patients. Mortality was recorded in 271 (14.34%) patients. In the post-COVID group, the frequencies of MACE and mortality and length of stay in hospital were significantly higher (vs. post-vaccine and vs. non-exposure groups; both P <.001). High age, ST-elevation myocardial infarction, having suffered from Post-COVID ACS, and high glucose were independently associated with increased MACE risk; whereas, hyperlipidemia, 3 or more COVID vaccinations, receipt of the Biontech vaccine, and high estimated glomerular filtration rate were independently associated with decreased MACE risk. CONCLUSION Acute coronary syndrome patients who have recently had COVID-19 infection may have a worse prognostic course compared to those with recent vaccination, necessitating continuing care for pandemic-related risk factors as well as previously known factors impacting MACE and prognosis.
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Affiliation(s)
- Özlem Özbek
- Department of Cardiology, Haseki Training and Research Hospital, İstanbul, Türkiye
| | - Mehmet Mustafa Can
- Department of Cardiology, Haseki Training and Research Hospital, İstanbul, Türkiye
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Bakthavatchalam R, Bakthavatchalam S, Ravikoti S, Shanmukham B, Reddy KS, Pallavali JR, Gaur A, Geetha J, Varatharajan S. Analyzing the Outcomes of COVID-19 Infection on Patients With Comorbidities: Insights From Hospital-Based Study. Cureus 2024; 16:e55358. [PMID: 38562329 PMCID: PMC10982082 DOI: 10.7759/cureus.55358] [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] [Accepted: 02/29/2024] [Indexed: 04/04/2024] Open
Abstract
Introduction COVID-19 exhibits a broad spectrum of clinical manifestations, ranging from asymptomatic or mild cases to severe respiratory distress and, in some instances, fatal outcomes. The pre-existing inflammatory state in the patient prior to exposure to COVID-19, which could be because of any etiology or comorbidity, has been associated with prolonged morbidity, and adverse outcomes like increased mortality have been found. This study endeavors to investigate the principal risk factors linked to the morbidity and mortality of COVID-19, such as age, gender, and co-morbidities such as hypertension, diabetes mellitus, and others. Material and methods Patient demographic data like age, gender, and co-morbidities like diabetes mellitus, hypertension, respiratory illness, and coronary artery diseases, cerebrovascular accident was observed. The patient clinical profile, hematological, inflammatory markers at the time of admission, and outcome were noticed. Patients were divided into two groups - patients with comorbidity and those without comorbidity. Results In each cohort of COVID-19 patients, comprising those with and without comorbidities, there were 145 participants. The mean age of patients without comorbidities was found to be 49.97 years, whereas the mean age of those with comorbidities was 64.35 years. Within the comorbidity group, males formed the majority, accounting for 77.2% of the cohort; in the group without comorbidity also males predominated, representing 68.3% of the participants. Hypertension was the most common co-morbidity (89.7%), followed by diabetes mellitus (39.3%), and ischemic heart disease (8.3%). The multivariate logistic regression analysis for prediction of mortality showed hypothyroidism with odds ratio (OR) of 336.26 and confidence intervals (CI) (1.19-9477.13), ischemic heart disease with OR of 320.94 (CI 3.19-3237.4) and presence greater than two co-morbidities with OR of 42.14 (CI 1.34-1325.76). Cox regression analysis showed a statistically significant hazard ratio of 0.294 in patients with greater than two co-morbidities. Conclusion Hypothyroidism, ischemic heart disease, and the presence of multiple comorbid conditions were associated with the severity of COVID-19 illness and mortality.
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Affiliation(s)
| | | | - Shyamala Ravikoti
- Microbiology, All India Institute of Medical Sciences, Bibinagar, Hyderabad, IND
| | - Bhaskaran Shanmukham
- General Medicine, Melamruvathur Adhiparasakthi Institute of Medical Sciences and Research, Melmaruvathur, IND
| | - Kotha S Reddy
- General Medicine, All India Institute of Medical Sciences, Bibinagar, Hyderabad, IND
| | | | - Archana Gaur
- Physiology, All India Institute of Medical Sciences, Bibinagar, Hyderabad, IND
| | - Jeganathan Geetha
- General Medicine, Karpaga Vinayaga Institute of Medical sciences and Research Center, Maduranthagam, IND
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Espiritu AI, Pilapil JCA, Aherrera JAM, Sy MCC, Anlacan VMM, Villanueva EQI, Jamora RDG. Outcomes of patients with COVID-19 and coronary artery disease and heart failure: findings from the Philippine CORONA study. BMC Res Notes 2024; 17:14. [PMID: 38178236 PMCID: PMC10768280 DOI: 10.1186/s13104-023-06677-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 12/18/2023] [Indexed: 01/06/2024] Open
Abstract
BACKGROUND Patients with coronavirus disease 2019 (COVID-19) and coronary artery disease (CAD) or heart failure (HF) are more likely to have poor outcomes. This study aimed to determine the characteristics and outcomes of COVID-19 patients with CAD/HF across various institutions in the Philippines. METHODS We utilized the data from the Philippine CORONA Study and compared the outcomes of admitted COVID-19 patients with CAD/HF versus those without. The Student's t test, Mann-Whitney U test, binary logistic regression and multivariate regression analysis were utilized. Odds ratios (OR) and Kaplan-Meier curves were generated. RESULTS We included a total of 512 patients with COVID-19 had CAD/HF and 10,369 were without. CAD/HF was significantly associated with COVID severity, all-cause mortality, death from cardiac causes, respiratory failure, and prolonged hospitalization. After adjusting for confounders, the presence of CAD/HF was still associated with death from a cardiac cause (OR 2.22, 95% CI 1.49-3.3, p < 0.01). CONCLUSIONS The presence of CAD or HF was significantly associated with severity of COVID disease, all-cause mortality, death from cardiac causes, respiratory failure, and prolonged hospitalization.
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Affiliation(s)
- Adrian I Espiritu
- Department of Neurosciences, College of Medicine and Philippine General Hospital, University of the Philippines Manila, Manila, Philippines
- Department of Clinical Epidemiology, College of Medicine, University of the Philippines Manila, Manila, Philippines
| | - John Christopher A Pilapil
- Division of Cardiovascular Medicine, Department of Medicine, College of Medicine, Philippine General Hospital, University of the Philippines Manila, Manila, Philippines
| | - Jaime Alfonso M Aherrera
- Division of Cardiovascular Medicine, Department of Medicine, College of Medicine, Philippine General Hospital, University of the Philippines Manila, Manila, Philippines
| | - Marie Charmaine C Sy
- Department of Neurosciences, College of Medicine and Philippine General Hospital, University of the Philippines Manila, Manila, Philippines
| | - Veeda Michelle M Anlacan
- Department of Neurosciences, College of Medicine and Philippine General Hospital, University of the Philippines Manila, Manila, Philippines
| | - Emilio Q Iii Villanueva
- Department of Pathology, College of Medicine and Philippine General Hospital, University of the Philippines Manila, Manila, Philippines
| | - Roland Dominic G Jamora
- Department of Neurosciences, College of Medicine and Philippine General Hospital, University of the Philippines Manila, Manila, Philippines.
- Institute for Neurosciences, St. Luke's Medical Center, Global City, Philippines.
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Keturakis V, Narauskaitė D, Balion Z, Gečys D, Kulkovienė G, Kairytė M, Žukauskaitė I, Benetis R, Stankevičius E, Jekabsone A. The Effect of SARS-CoV-2 Spike Protein RBD-Epitope on Immunometabolic State and Functional Performance of Cultured Primary Cardiomyocytes Subjected to Hypoxia and Reoxygenation. Int J Mol Sci 2023; 24:16554. [PMID: 38068877 PMCID: PMC10705973 DOI: 10.3390/ijms242316554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 10/25/2023] [Accepted: 11/16/2023] [Indexed: 12/18/2023] Open
Abstract
Cardio complications such as arrhythmias and myocardial damage are common in COVID-19 patients. SARS-CoV-2 interacts with the cardiovascular system primarily via the ACE2 receptor. Cardiomyocyte damage in SARS-CoV-2 infection may stem from inflammation, hypoxia-reoxygenation injury, and direct toxicity; however, the precise mechanisms are unclear. In this study, we simulated hypoxia-reoxygenation conditions commonly seen in SARS-CoV-2-infected patients and studied the impact of the SARS-CoV-2 spike protein RBD-epitope on primary rat cardiomyocytes to gain insight into the potential mechanisms underlying COVID-19-related cardiac complications. Cell metabolic activity was evaluated with PrestoBlueTM. Gene expression of proinflammatory markers was measured by qRT-PCR and their secretion was quantified by Luminex assay. Cardiomyocyte contractility was analysed using the Myocyter plugin of ImageJ. Mitochondrial respiration was determined through Seahorse Mito Stress Test. In hypoxia-reoxygenation conditions, treatment of the SARS-CoV-2 spike RBD-epitope reduced the metabolic activity of primary cardiomyocytes, upregulated Il1β and Cxcl1 expression, and elevated GM-CSF and CCL2 cytokines secretion. Contraction time increased, while amplitude and beating frequency decreased. Acute treatment with a virus RBD-epitope inhibited mitochondrial respiration and lowered ATP production. Under ischaemia-reperfusion, the SARS-CoV-2 RBD-epitope induces cardiomyocyte injury linked to impaired mitochondrial activity.
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Affiliation(s)
- Vytenis Keturakis
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
- Department of Heart, Thoracic and Vascular Surgery, Medicine Faculty, Medical Academy, Lithuanian University of Health Sciences, 50103 Kaunas, Lithuania
| | - Deimantė Narauskaitė
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
| | - Zbigniev Balion
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
| | - Dovydas Gečys
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
- Laboratory of Molecular Cardiology, Institute of Cardiology, Lithuanian University of Health Sciences, 50103 Kaunas, Lithuania
- Institute of Pharmaceutical Technologies, Faculty of Pharmacy, Lithuanian University of Health Sciences, 50166 Kaunas, Lithuania
| | - Gabrielė Kulkovienė
- Department of Drug Chemistry, Faculty of Pharmacy, Lithuanian University of Health Sciences, 50166 Kaunas, Lithuania
| | - Milda Kairytė
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
| | - Ineta Žukauskaitė
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
| | - Rimantas Benetis
- Department of Heart, Thoracic and Vascular Surgery, Medicine Faculty, Medical Academy, Lithuanian University of Health Sciences, 50103 Kaunas, Lithuania
| | - Edgaras Stankevičius
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
- Institute of Physiology and Pharmacology, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania
| | - Aistė Jekabsone
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
- Institute of Pharmaceutical Technologies, Faculty of Pharmacy, Lithuanian University of Health Sciences, 50166 Kaunas, Lithuania
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Khaltaev N, Axelrod S. Decline of the chronic respiratory disease mortality in the WHO Western Pacific Region. J Thorac Dis 2023; 15:5801-5810. [PMID: 37969316 PMCID: PMC10636449 DOI: 10.21037/jtd-22-1466] [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: 10/17/2022] [Accepted: 09/01/2023] [Indexed: 11/17/2023]
Abstract
Background Non-communicable diseases (NCDs) are major cause of death all over the world killing 41 million of the 57 million deaths (72%) in 2016. According to World Health Organization (WHO) Director General the biggest decrease in NCD mortality between 2000 and 2019 globally were for chronic respiratory diseases (CRDs) a 37% decline. The WHO Western Pacific Region (WPRO) made the biggest gains against CRD a 55.9% drop. We analysed CRD mortality in the WPRO comparing with other WHO regions. Methods Assessment of the risk factors was made in all WHO countries mainly in 2016. Lifestyle modifications concerning tobacco use, unhealthy diet, physical inactivity and harmful use of alcohol in 2020. We used WHO assessment of ambient and household air pollution attributable to chronic obstructive pulmonary disease (COPD) mortality. Results WPRO comprises 27 countries, 10 high-income countries (HIC) and 17 middle-income countries (MIC). A total of 52 countries in other WHO regions belong to HIC and 86 countries to MIC. No difference was found in the tobacco demand-reduction measures. Clear difference was demonstrated in the prevalence of the raised blood pressure (RBP) which was lower in the WPRO. In the WPRO HIC every fifth has RBP while in other regions it was every forth. Similar difference was observed for MIC. COPD mortality linked to air pollution was twice higher in the WPRO. It was highest in MIC. CRD management probably plays a crucial role in the decline of the observed mortality in the region since numerous WHO global, regional and national prevention and management CRD approaches and activities have been successfully initiated and implemented there. WHO Global Alliance against Chronic Respiratory Diseases (GARD) was successfully initiated in Beijing in 2006. Two subsequent global GARD meetings held in Seoul [2007] and Beijing [2019] had a tremendous impact on the CRD awareness, prevention and control strategies in the region. These events have stimulated development of the national CRD programmes. Beijing's declaration "Call for action for lung health" stressed the better management of CRD at primary healthcare level. Conclusions Better RBP control, improved prevention, diagnosis and treatment of CRD could contribute to the observed decline of premature CRD mortality in the region.
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Affiliation(s)
- Nikolai Khaltaev
- Global Alliance against Chronic Respiratory Diseases, Geneva, Switzerland
| | - Svetlana Axelrod
- Institute for Leadership and Health Management, I. M. Sechenov First Moscow State University (Sechenov University), Moscow, Russia
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Wu XC, Yu Q, Yi Y, Maniscalco LS, Hsieh MC, Gruber D, Mendoza L, Subbiah S, Sokol T, Shrestha P, Chen VW, Mederos ET, Ochoa A. Effect of chronic disease on racial difference in COVID-19-associated hospitalization among cancer patients. J Natl Cancer Inst 2023; 115:1204-1212. [PMID: 37697664 PMCID: PMC10560601 DOI: 10.1093/jnci/djad150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 07/25/2023] [Accepted: 07/28/2023] [Indexed: 09/13/2023] Open
Abstract
BACKGROUND Research indicates that Black cancer patients have higher rates of COVID-19 hospitalization than their White counterparts. However, the extent to which chronic diseases contribute to racial disparities remains uncertain. We aimed to quantify the effect of chronic diseases on racial disparity in COVID-19-associated hospitalization among cancer patients. METHODS We linked Louisiana Tumor Registry's data with statewide COVID-19 data and hospital in-patient discharge data to identify patients diagnosed with cancer in 2015-2019 who tested positive for COVID-19 in 2020 and those with COVID-19-associated hospitalization. Multivariable logistic regression and mediation methods based on linear structural equations were employed to assess the effects of the number of chronic diseases (0, 1-2, ≥3) and individual chronic diseases. RESULTS Of 6381 cancer patients who tested positive for COVID-19, 31.6% were non-Hispanic Black cancer patients. Compared with non-Hispanic White cancer patients, non-Hispanic Black cancer patients had a higher prevalence of chronic diseases (79.5% vs 66.0%) and higher COVID-19-associated hospitalization (27.2% vs 17.2%). The odds of COVID-19-associated hospitalization were 80% higher for non-Hispanic Black cancer patients than non-Hispanic White cancer patients (odds ratio = 1.80, 95% confidence interval = 1.59 to 2.04). After adjusting for age, sex, insurance, poverty, obesity, and cancer type, number of chronic diseases explained 37.8% of the racial disparity in COVID-19-associated hospitalization, and hypertension, diabetes, and chronic renal disease were the top 3 chronic diseases explaining 9.6%, 8.9%, and 7.3% of the racial disparity, respectively. CONCLUSION Chronic diseases played a substantial role in the racial disparity in COVID-19-associated hospitalization among cancer patients, especially hypertension, diabetes, and renal disease. Understanding and addressing the root causes are crucial for targeted interventions, policies, and health-care strategies to reduce racial disparity.
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Affiliation(s)
- Xiao-Cheng Wu
- Louisiana Tumor Registry, Epidemiology Program, School of Public Health, Louisiana State University (LSU) Health, New Orleans, LA, USA
| | - Qingzhao Yu
- Biostatistics Program, School of Public Health, LSU Health, New Orleans, LA, USA
| | - Yong Yi
- Louisiana Tumor Registry, Epidemiology Program, School of Public Health, Louisiana State University (LSU) Health, New Orleans, LA, USA
| | - Lauren S Maniscalco
- Louisiana Tumor Registry, Epidemiology Program, School of Public Health, Louisiana State University (LSU) Health, New Orleans, LA, USA
| | - Mei-Chin Hsieh
- Louisiana Tumor Registry, Epidemiology Program, School of Public Health, Louisiana State University (LSU) Health, New Orleans, LA, USA
| | - DeAnn Gruber
- Bureau of Infectious Diseases, Office of Public Health, Louisiana Department of Health, New Orleans, LA, USA
| | - Lee Mendoza
- Bureau of Health Informatics, Office of Public Health, Louisiana Department of Health, New Orleans, LA, USA
| | - Suki Subbiah
- Section of Hematology-Oncology, School of Medicine, LSU Health, New Orleans, LA, USA
| | - Theresa Sokol
- Bureau of Infectious Diseases, Office of Public Health, Louisiana Department of Health, New Orleans, LA, USA
| | - Pratibha Shrestha
- Louisiana Tumor Registry, Epidemiology Program, School of Public Health, Louisiana State University (LSU) Health, New Orleans, LA, USA
| | - Vivien W Chen
- Louisiana Tumor Registry, Epidemiology Program, School of Public Health, Louisiana State University (LSU) Health, New Orleans, LA, USA
| | - Eileen T Mederos
- LSU-LCMC Health Cancer Center, Department of Interdisciplinary Oncology, LSU Health, New Orleans, LA, USA
| | - Augusto Ochoa
- LSU-LCMC Health Cancer Center, Department of Interdisciplinary Oncology, LSU Health, New Orleans, LA, USA
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Jannasz I, Pruc M, Rahnama-Hezavah M, Targowski T, Olszewski R, Feduniw S, Petryka K, Szarpak L. The Impact of COVID-19 on Carotid-Femoral Pulse Wave Velocity: A Systematic Review and Meta-Analysis. J Clin Med 2023; 12:5747. [PMID: 37685813 PMCID: PMC10488425 DOI: 10.3390/jcm12175747] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 08/29/2023] [Accepted: 08/31/2023] [Indexed: 09/10/2023] Open
Abstract
COVID-19 is a complex multisystemic disease that can result in long-term complications and, in severe cases, death. This study investigated the effect of COVID-19 on carotid-femoral pulse wave velocity (cfPWV) as a measurement to evaluate its impact on arterial stiffness and might help predict COVID-19-related cardiovascular (CV) complications. PubMed, Web of Science, Embase, and the Cochrane Library were searched for relevant studies, and meta-analysis was performed. The study protocol was registered in PROSPERO (nr. CRD42023434326). The Newcastle-Ottawa Quality Scale was used to evaluate the quality of the included studies. Nine studies reported cfPWV among COVID-19 patients and control groups. The pooled analysis showed that cfPWV in COVID-19 patients was 9.5 ± 3.7, compared to 8.2 ± 2.2 in control groups (MD = 1.32; 95% CI: 0.38-2.26; p = 0.006). A strong association between COVID-19 infection and increased cfPWV suggests a potential link between the virus and increased arterial stiffness. A marked increase in arterial stiffness, a known indicator of CV risk, clearly illustrates the cardiovascular implications of COVID-19 infection. However, further research is required to provide a clearer understanding of the connection between COVID-19 infection, arterial compliance, and subsequent CV events.
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Affiliation(s)
- Iwona Jannasz
- Department of Geriatrics, National Institute of Geriatrics, Rheumatology and Rehabilitation, 02-637 Warsaw, Poland
| | - Michal Pruc
- Research Unit, Polish Society of Disaster Medicine, 05-806 Warsaw, Poland
- Department of Public Health, International Academy of Ecology and Medicine, 02-091 Kyiv, Ukraine
| | - Mansur Rahnama-Hezavah
- Chair and Department of Oral Surgery, Medical University of Lublin, 20-093 Lublin, Poland
| | - Tomasz Targowski
- Department of Geriatrics, National Institute of Geriatrics, Rheumatology and Rehabilitation, 02-637 Warsaw, Poland
| | - Robert Olszewski
- Department of Gerontology, Public Health and Education, National Institute of Geriatrics Rheumatology and Rehabilitation, 02-637 Warsaw, Poland
| | - Stepan Feduniw
- Department of Gynecology, University Hospital Zurich, 8091 Zurich, Switzerland
- Department of Obstetrics, University Hospital Zurich, 8091 Zurich, Switzerland
| | | | - Lukasz Szarpak
- Henry JN Taub Department of Emergency Medicine, Baylor College of Medicine, Houston, TX 77030, USA
- Institute of Outcomes Research, Maria Sklodowska-Curie Medical Academy in Warsaw, 00-136 Warsaw, Poland
- Research Unit, Maria Sklodowska-Curie Bialystok Oncology Center, 15-027 Bialystok, Poland
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10
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Merzah MA, Sulaiman D, Karim AA, Khalil ME, Gupta S, Almuzaini Y, Hashemi S, Mathew S, Khatoon S, Hoque MB. A systematic review and meta-analysis on the prevalence and impact of coronary artery disease in hospitalized COVID-19 patients. Heliyon 2023; 9:e19493. [PMID: 37681130 PMCID: PMC10480662 DOI: 10.1016/j.heliyon.2023.e19493] [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: 12/13/2022] [Revised: 08/22/2023] [Accepted: 08/24/2023] [Indexed: 09/09/2023] Open
Abstract
Background COVID-19 accounts for more than half a billion deaths globally. The clinical manifestations may vary in due course. Despite several studies aimed at determining the extent to which the disease's severity and mortality remain high when combined with other comorbidities, more research is required. Therefore, this review aimed to measure the pooled prevalence of coronary artery disease (CAD) among COVID-19 patients, specifically those with a history of CAD. Additionally, we aim to assess the association between mortality due to CAD and the severity of COVID-19 among hospitalized patients. Method A comprehensive search in PubMed, Web of Science, the Cochrane Library, and the WHO COVID-19 database was conducted. English studies with original data on CAD, mortality, and ARDS among COVID-19 patients were included. PRISMA guidelines were followed. Results Among the 2007 identified articles, 76 studies met the inclusion criteria. The pooled prevalence of CAD among COVID-19 patients was 14.4%(95% CI: 12.7-16.2). The highest prevalence was observed in European studies at 18.2%(95% CI: 13.3-24.2), while the lowest was in Asian studies at 10.4% (95% CI: 6.4-16.3). Participants with concurrent CAD at the time of hospital admission had twice the odds of mortality due to COVID-19 (2.64 [95% CI: 2.30-3.04]) with moderate heterogeneity (I2 = 45%, p < 0.01). Hospitalized COVID-19 patients with CAD had a 50% higher risk of ARDS (95% CI: 0.62-3.66), but this difference was not statistically significant. Conclusion Although our analysis revealed evidence for a relationship between concurrent CAD at the time of hospital admission and mortality from COVID-19, however, global variation in health infrastructure, limitations of data reporting, and the effects of emerging variants must be considered in future investigations.
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Affiliation(s)
- Mohammed A. Merzah
- Department of Public Health and Epidemiology, Faculty of General Medicine, University of Debrecen, Debrecen, Hungary
| | - Dahy Sulaiman
- Health Technology Assessment Resource Centre, Department of Public Health, Kalyan Singh Super Specialty Cancer Institute, Lucknow, India
| | | | - Mazin E. Khalil
- School of Medicine, St. George's University, West Indies, Grenada
| | | | - Yasir Almuzaini
- Global Center of Mass Gatherings Medicine, Ministry of Health, Saudi Arabia
| | - Shima Hashemi
- Department of Epidemiology, Faculty of Health, Ilam University of Medical Sciences, Ilam, Iran
| | - Stany Mathew
- Health Technology Assessment Resource Centre, National Centre for Disease Informatics and Research, Bangalore, India
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11
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Sarri G, Liu W, Zabotka L, Freitag A, Claire R, Wangge G, Elvidge J, Dawoud D, Bennett D, Wen X, Li X, Rentsch CT, Uddin MJ, Ali MS, Gokhale M, Déruaz-Luyet A, Moga DC, Guo JJ, Zullo AR, Patorno E, Lin KJ. Prognostic Factors of COVID-19: An Umbrella Review Endorsed by the International Society for Pharmacoepidemiology. Clin Pharmacol Ther 2023; 114:604-613. [PMID: 37342987 DOI: 10.1002/cpt.2977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 06/12/2023] [Indexed: 06/23/2023]
Abstract
During the coronavirus disease 2019 (COVID-19) pandemic, the urgency for updated evidence to inform public health and clinical care placed systematic literature reviews (SLRs) at the cornerstone of research. We aimed to summarize evidence on prognostic factors for COVID-19 outcomes through published SLRs and to critically assess quality elements in the findings' interpretation. An umbrella review was conducted via electronic databases from January 2020 to April 2022. All SLRs (and meta-analyses) in English were considered. Data screening and extraction were conducted by two independent reviewers. AMSTAR 2 tool was used to assess SLR quality. The study was registered with PROSPERO (CRD4202232576). Out of 4,564 publications, 171 SLRs were included of which 3 were umbrella reviews. Our primary analysis included 35 SLRs published in 2022, which incorporated studies since the beginning of the pandemic. Consistent findings showed that, for adults, older age, obesity, heart disease, diabetes, and cancer were more strongly predictive of risk of hospitalization, intensive care unit admission, and mortality due to COVID-19. Male sex was associated with higher risk of short-term adverse outcomes, but female sex was associated with higher risk of long COVID. For children, socioeconomic determinants that may unravel COVID-19 disparities were rarely reported. This review highlights key prognostic factors of COVID-19, which can help clinicians and health officers identify high-risk groups for optimal care. Findings can also help optimize confounding adjustment and patient phenotyping in comparative effectiveness research. A living SLR approach may facilitate dissemination of new findings. This paper is endorsed by the International Society for Pharmacoepidemiology.
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Affiliation(s)
| | - Wei Liu
- Office of Surveillance and Epidemiology, CDER, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Luke Zabotka
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Ravinder Claire
- National Institute for Health and Care Excellence, London, UK
| | | | - Jamie Elvidge
- National Institute for Health and Care Excellence, London, UK
| | - Dalia Dawoud
- National Institute for Health and Care Excellence, London, UK
- Cairo University, Cairo, Egypt
| | - Dimitri Bennett
- Takeda Development Center Americas, Inc., Cambridge, Massachusetts, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Xuerong Wen
- College of Pharmacy, University of Rhode Island, Kingston, Rhode Island, USA
| | - Xiaojuan Li
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Christopher T Rentsch
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Md Jamal Uddin
- Department of Statistics, Shahjalal University of Science and Technology, Sylhet, Bangladesh
- Department of General Educational Development (GED), Daffodil International University, Dhaka, Bangladesh
| | - M Sanni Ali
- Faculty of Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK
- Liverpool School of Tropical Medicine, Liverpool, UK
| | | | | | - Daniela C Moga
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, Lexington, Kentucky, USA
| | - Jeff Jianfei Guo
- Division of Pharmacy Practice & Administrative Sciences, College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, USA
| | - Andrew R Zullo
- Department of Epidemiology, School of Public Health, Brown University, Providence, Rhode Island, USA
| | - Elisabetta Patorno
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Kueiyu Joshua Lin
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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12
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Soney H, DeRon N, Wang L, Hoang L, Abualfoul M, Zhao Y, Aten K, Canela V, Prathivada S, Vu M, Sidhu M. Coronary Artery Disease as an Independent Predictor of Cardiovascular Mortality in COVID-19 Patients. Cardiol Res 2023; 14:221-227. [PMID: 37304921 PMCID: PMC10257497 DOI: 10.14740/cr1471] [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: 01/22/2023] [Accepted: 02/24/2023] [Indexed: 06/13/2023] Open
Abstract
Background Coronavirus disease 2019 (COVID-19) is associated with increased risk of cardiovascular mortality. However, little is known about the combined effect of coronary artery disease (CAD) and COVID-19 on mortality. We aimed to investigate the incidence of cardiovascular and all-cause mortality in COVID-19 patients with CAD. Methods This multicenter retrospective study identified 3,336 COVID-19 patients admitted between March and December 2020. Data points were manually reviewed in the patients' electronic health records. Multivariate logistic regression was used to assess whether CAD and its subtypes were associated with mortality. Results This study shows that CAD was not an independent predictor of all-cause mortality (odds ratio (OR): 1.512, 95% confidence interval (CI): 0.1529 - 14.95, P = 0.723). However, there was a significant increase in cardiovascular mortality in patients with CAD compared to those without (OR: 6.89, 95% CI: 2.706 - 17.53, P < 0.001). There was no significant difference in all-cause mortality in patients with left main artery and left anterior descending artery disease (OR: 1.29, 95% CI: 0.80 - 2.08, P = 0.29). However, CAD patients with a history of interventions (e.g., coronary stenting or coronary artery bypass graft) showed increased mortality compared to those solely treated by medical management (OR: 1.93, 95% CI: 1.12 - 3.33, P = 0.017). Conclusions CAD is associated with a higher incidence of cardiovascular mortality but not all-cause mortality in COVID-19 patients. Overall, this study will help clinicians identify characteristics of COVID-19 patients with increased risk of mortality in the setting of CAD.
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Affiliation(s)
- Hywel Soney
- Department of Internal Medicine, Methodist Dallas Medical Center, Dallas, TX, USA
| | - Nathan DeRon
- Department of Internal Medicine, Methodist Dallas Medical Center, Dallas, TX, USA
| | - Lucas Wang
- Department of Internal Medicine, Methodist Dallas Medical Center, Dallas, TX, USA
| | - Lawrence Hoang
- Department of Internal Medicine, Methodist Dallas Medical Center, Dallas, TX, USA
| | - Mujahed Abualfoul
- Department of Internal Medicine, Methodist Dallas Medical Center, Dallas, TX, USA
| | - Yi Zhao
- Department of Internal Medicine, Methodist Dallas Medical Center, Dallas, TX, USA
| | - Kristopher Aten
- Department of Internal Medicine, Methodist Dallas Medical Center, Dallas, TX, USA
| | - Victor Canela
- Department of Internal Medicine, Methodist Dallas Medical Center, Dallas, TX, USA
| | - Sri Prathivada
- Methodist Dallas Cardiovascular Consultants, Methodist Medical Group, Dallas, TX, USA
| | - Michael Vu
- Department of Internal Medicine, Methodist Dallas Medical Center, Dallas, TX, USA
| | - Manavjot Sidhu
- Methodist Dallas Cardiovascular Consultants, Methodist Medical Group, Dallas, TX, USA
- Division of Cardiology, Methodist Dallas Medical Center, Dallas, TX, USA
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13
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Along party Lines: Examining the gubernatorial party difference in COVID-19 mortality rates in U.S. Counties. Prev Med Rep 2023; 32:102142. [PMID: 36816769 PMCID: PMC9924028 DOI: 10.1016/j.pmedr.2023.102142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 12/28/2022] [Accepted: 02/10/2023] [Indexed: 02/16/2023] Open
Abstract
Drawing upon the literatures on risk factors for COVID-19 and the roles of political party and political partisanship in COVID-19 policies and outcomes, this study quantifies the extent to which differences in Republican- and Democrat-governed counties' observable characteristics explain the Republican - Democrat gap in COVID-19 mortality rate in the United States. We analyze the county COVID-19 mortality rate between February 1 and December 31, 2020 and employ the Blinder-Oaxaca decomposition method. We estimate the extent to which differences in county characteristics - demographic, socioeconomic, employment, health status, healthcare access, area geography, and Republican vote share, explain the difference in COVID-19 mortality rates in counties governed by Republican vs Democrat governors. Among 3,114 counties, Republican-governed counties had significantly higher COVID-19 mortality than did Democrat-governed counties (127 ± 86 vs 97 ± 80 per 100,000 population, p < 0.001). Results are sensitive to which weights are used: of the total gap of 30.3 deaths per 100,000 population, 12.8 to 20.5 deaths, or 42.2-67.7 %, are explained by differences in observable characteristics of Republican- and Democratic-governed counties. Difference in support for President Trump between Republican- and Democrat-governed counties explains 25 % of the additional deaths in Republican counties. Policies aimed at improving population health and lowering racial disparity in COVID-19 outcomes may also be correlated with reducing the partisan gap in COVID-19 mortality.
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14
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Zsichla L, Müller V. Risk Factors of Severe COVID-19: A Review of Host, Viral and Environmental Factors. Viruses 2023; 15:175. [PMID: 36680215 PMCID: PMC9863423 DOI: 10.3390/v15010175] [Citation(s) in RCA: 35] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 01/04/2023] [Accepted: 01/04/2023] [Indexed: 01/11/2023] Open
Abstract
The clinical course and outcome of COVID-19 are highly variable, ranging from asymptomatic infections to severe disease and death. Understanding the risk factors of severe COVID-19 is relevant both in the clinical setting and at the epidemiological level. Here, we provide an overview of host, viral and environmental factors that have been shown or (in some cases) hypothesized to be associated with severe clinical outcomes. The factors considered in detail include the age and frailty, genetic polymorphisms, biological sex (and pregnancy), co- and superinfections, non-communicable comorbidities, immunological history, microbiota, and lifestyle of the patient; viral genetic variation and infecting dose; socioeconomic factors; and air pollution. For each category, we compile (sometimes conflicting) evidence for the association of the factor with COVID-19 outcomes (including the strength of the effect) and outline possible action mechanisms. We also discuss the complex interactions between the various risk factors.
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Affiliation(s)
- Levente Zsichla
- Institute of Biology, Eötvös Loránd University, 1117 Budapest, Hungary
- National Laboratory for Health Security, Eötvös Loránd University, 1117 Budapest, Hungary
| | - Viktor Müller
- Institute of Biology, Eötvös Loránd University, 1117 Budapest, Hungary
- National Laboratory for Health Security, Eötvös Loránd University, 1117 Budapest, Hungary
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15
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Majeed H, Gangu K, Shekhar R, Sagheer S, Garg I, Shuja H, Bobba A, Chourasia P, Avula SR, Sheikh AB. Impact of COVID-19 on Patients Hospitalized with ST-Segment Elevation Myocardial Infarction in the United States during the Early Pandemic: An Analysis of Outcomes, Care Delivery, and Racial Disparities in Mortality. Infect Dis Rep 2023; 15:55-65. [PMID: 36648860 PMCID: PMC9844427 DOI: 10.3390/idr15010006] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 12/18/2022] [Accepted: 12/30/2022] [Indexed: 01/11/2023] Open
Abstract
The COVID-19 pandemic has impacted healthcare delivery to patients with ST-segment elevation myocardial infarction (STEMI). The aim of our retrospective study was to determine the effect of COVID-19 on inpatient STEMI outcomes and to investigate changes in cardiac care delivery during 2020. We utilized the National Inpatient Sample database to examine inpatient mortality and cardiac procedures among STEMI patients with and without COVID-19. In our study, STEMI patients with COVID-19 had higher inpatient mortality (47.4% vs. 11.2%, aOR: 3.8, 95% CI: 3.2−4.6, p < 0.001), increased length of stay (9.0 days vs. 4.3 days, p < 0.001) and higher cost of hospitalization (USD 172,518 vs. USD 131,841, p = 0.004) when compared to STEMI patients without COVID-19. STEMI patients with COVID-19 also received significantly less invasive cardiac procedures (coronary angiograms: 30.4% vs. 50.8%, p < 0.001; PCI: 32.9% vs. 70.1%, p < 0.001; CABG: 0.9% vs. 4.1%, p < 0.001) and were more likely to receive systemic thrombolytic therapy (4.2% vs. 1.1%, p < 0.001) when compared to STEMI patients without COVID-19. Our findings are the result of complications of SARS-CoV2 infection as well as alterations in healthcare delivery due to the burden of the COVID-19 pandemic.
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Affiliation(s)
- Harris Majeed
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
| | - Karthik Gangu
- Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS 66103, USA
| | - Rahul Shekhar
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
| | - Shazib Sagheer
- Division of Cardiology, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
| | - Ishan Garg
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
| | - Hina Shuja
- Department of Medicine, Karachi Medical and Dental College, Karachi 74700, Pakistan
| | - Aniesh Bobba
- Department of Medicine, John H. Stroger Jr. Hospital of Cook County, Chicago, IL 60612, USA
| | - Prabal Chourasia
- Division of Hospital Medicine, Mary Washington Hospital, Fredericksburg, VA 22401, USA
| | - Sindhu Reddy Avula
- Department of Interventional Cardiology, Division of Cardiology, University of Kansas Health System St. Francis Campus, Kansas City, KS 66606, USA
| | - Abu Baker Sheikh
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
- Correspondence:
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16
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Netiazhenko VZ, Mostovyi SI, Safonova OM, Mikhaliev KO. MICROCIRCULATORY ALTERATIONS IN STABLE CORONARY ARTERY DISEASE PATIENTS WITH CONCOMITANT COVID-19. WIADOMOSCI LEKARSKIE (WARSAW, POLAND : 1960) 2023; 76:2224-2238. [PMID: 37948719 DOI: 10.36740/wlek202310115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
OBJECTIVE The aim: To evaluate the alterations in microcirculation of stable coronary artery disease (SCAD) patients with concomitant COVID-19. PATIENTS AND METHODS Materials and methods: The cross-sectional study analyzed the data from 80 patients, being subdivided as follows: group 1 (G1) - SCAD without COVID-19 (n=30); group 2 (G2) - SCAD with concomitant COVID-19 (n=25); group 3 (G3) - COVID-19 without SCAD (n=25). The control group included 30 relatively healthy volunteers. The state of microcirculation was assessed by nailfold videocapillaroscopy (NVC) and laser Doppler flowmetry (LDF). RESULTS Results: NVC data from G2 revealed the sings of capillary bed remodeling, along with the most pronounced decrease in capillary (arteriolar part of the loop) blood flow velocity (vs. G1 and G3). LDF data from G2 were evident for the alterations in both endothelium-dependent and -independent mechanisms of microvascular flow regulation. The 72 % of G2 constituted the cases of microcirculatory hemodynamic «congestion-stasis» (MHCS) type (characterized by the decreased laser Doppler perfusion index and reduced endothelium-dependent microvascular reactivity [MVR]), and the cases of mixed type with reduced MVR. The pooled hyporeactive profile (of both MHCS type and a mixed type with reduced MVR) demonstrated the higher frequency of G2 patients (40 %), as against 11 % in the pooled alternative hemodynamic group (p<0,001) (included 80 % of cases with preserved MVR). CONCLUSION Conclusions: G2 profile demonstrated the predomination of patients, possessing a MHCS type or a mixed type with reduced MVR. The pooled microcirculatory hyporeactive profile was presented with G2 cases to a greater extent, than in the pooled profile with predominantly preserved MVR.
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Affiliation(s)
- Vasyl Z Netiazhenko
- BOGOMOLETS NATIONAL MEDICAL UNIVERSITY, KYIV, UKRAINE; STATE INSTITUTION OF SCIENCE «RESEARCH AND PRACTICAL CENTER OF PREVENTIVE AND CLINICAL MEDICINE» STATE ADMINISTRATIVE DEPARTMENT, KYIV, UKRAINE
| | - Serhii I Mostovyi
- BOGOMOLETS NATIONAL MEDICAL UNIVERSITY, KYIV, UKRAINE; SE «MEDBUD», KYIV, UKRAINE
| | | | - Kyrylo O Mikhaliev
- STATE INSTITUTION OF SCIENCE «RESEARCH AND PRACTICAL CENTER OF PREVENTIVE AND CLINICAL MEDICINE» STATE ADMINISTRATIVE DEPARTMENT, KYIV, UKRAINE
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Majeed H, Gangu K, Sagheer S, Garg I, Khan U, Shuja H, Bobba A, Chourasia P, Shekhar R, Avula SR, Sheikh AB. COVID-19 and NSTEMI Outcomes among Hospitalized Patients in the United States and Racial Disparities in Mortality: Insight from National Inpatient Sample Database. Vaccines (Basel) 2022; 10:2024. [PMID: 36560434 PMCID: PMC9780864 DOI: 10.3390/vaccines10122024] [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: 10/31/2022] [Revised: 11/23/2022] [Accepted: 11/25/2022] [Indexed: 11/29/2022] Open
Abstract
The COVID-19 pandemic has impacted healthcare delivery to patients with non-ST-segment elevation myocardial infraction (NSTEMI). The aim of our retrospective study is to determine the effect of COVID-19 on inpatient NSTEMI outcomes and to investigate whether changes in cardiac care contributed to the observed outcomes. After multivariate adjustment, we found that NSTEMI patients with COVID-19 had a higher rate of inpatient mortality (37.3% vs. 7.3%, adjusted odds ratio: 4.96, 95% CI: 4.6−5.4, p < 0.001), increased length of stay (9.9 days vs. 5.4 days, adjusted LOS: 3.6 days longer, p < 0.001), and a higher cost of hospitalization (150,000 USD vs. 110,000 USD, inflation-adjusted cost of hospitalization: 36,000 USD higher, p < 0.001) in comparison to NSTEMI patients without COVID-19, despite a lower burden of pre-existing cardiac comorbidity. NSTEMI patients with COVID-19 also received less invasive cardiac procedures (coronary angiography: 8.7% vs. 50.3%, p < 0.001; PCI: 4.8% vs. 29%, p < 0.001; and CABG: 0.7% vs. 6.2%, p < 0.001). In our study, we observed increased mortality and in-hospital complications to be a combined effect of COVID-19 infection and myocardial inflammation as a result of cytokine storm, prothrombic state, oxygen supply/demand imbalance and alterations in healthcare delivery from January to December 2020.
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Affiliation(s)
- Harris Majeed
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
| | - Karthik Gangu
- Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS 66103, USA
| | - Shazib Sagheer
- Division of Cardiology, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
| | - Ishan Garg
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
| | - Umair Khan
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
| | - Hina Shuja
- Department of Medicine, Karachi Medical and Dental College, Karachi 74700, Pakistan
| | - Aniesh Bobba
- Department of Medicine, John H. Stronger Hospital, Cook County, Chicago, IL 60612, USA
| | - Prabal Chourasia
- Division of Hospital Medicine, Mary Washington Hospital, Fredericksburg, VA 22401, USA
| | - Rahul Shekhar
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
| | - Sindhu Reddy Avula
- Department of Interventional Cardiology, Division of Cardiology, University of Kansas, St. Francis Campus, Kansas City, KS 66606, USA
| | - Abu Baker Sheikh
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM 87106, USA
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18
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Lionte C, Sorodoc V, Haliga RE, Bologa C, Ceasovschih A, Sirbu O, Gorciac V, Chelariu AC, Stoica A, Tocila RE, Badescu MC, Costache II, Sandu CB, Jaba E, Sorodoc L. Cardiac Biomarkers and Risk Scores in Relation with History of Atherosclerotic Cardiovascular Disease in Patients Admitted with COVID-19: The Experience of an Eastern European Center. J Clin Med 2022; 11:5671. [PMID: 36233539 PMCID: PMC9571947 DOI: 10.3390/jcm11195671] [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: 08/28/2022] [Revised: 09/15/2022] [Accepted: 09/20/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Data regarding the combined prognostic role of biomarkers and risk scores in relation with the history of atherosclerotic cardiovascular disease (ASCVD) in COVID-19 patients are lacking. METHODS The aim of this observational cohort study was to evaluate the combined prognostic value of N-terminal pro B-type natriuretic peptide (NT-pro BNP), troponin and risk scores in relation with ASCVD history in hospitalized COVID-19 patients. The primary composite endpoint was Intensive Care Unit (ICU) admission and death. RESULTS From April 2020 to June 2022, 1066 consecutive COVID-19 patients with available biomarkers upon admission were included. During a median follow-up period of 12 days, 176 patients (16.5%) died. Independent predictors of ICU admission and death in patients with ASCVD were NT-pro BNP (HR 2.63; 95% CI, 1.65-4.18) and troponin (HR 1.51; 95% CI, 1.13-2.03). In patients without ASCVD, only NT-pro BNP was predictive for the primary endpoint (HR 1.66; 95% CI, 1.10-2.53). This remained significant after adjustment for other relevant covariates (HR 3.54; 95% CI, 1.98-6.33) in patients with ASCVD and in patients without ASCVD (HR 1.82; 95% CI, 1.02-3.26). CONCLUSIONS These data showed the combined prognostic accuracy of NT-pro BNP and troponin in relation with ASCVD history for ICU admission and death in COVID-19 patients.
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Affiliation(s)
- Catalina Lionte
- Internal Medicine Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Second Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinical County Hospital, 700106 Iasi, Romania
| | - Victorita Sorodoc
- Internal Medicine Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Second Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinical County Hospital, 700106 Iasi, Romania
| | - Raluca Ecaterina Haliga
- Internal Medicine Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Second Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinical County Hospital, 700106 Iasi, Romania
| | - Cristina Bologa
- Internal Medicine Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Second Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinical County Hospital, 700106 Iasi, Romania
| | - Alexandr Ceasovschih
- Internal Medicine Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Second Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinical County Hospital, 700106 Iasi, Romania
| | - Oana Sirbu
- Internal Medicine Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Second Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinical County Hospital, 700106 Iasi, Romania
| | - Victoria Gorciac
- Second Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinical County Hospital, 700106 Iasi, Romania
- Rheumatology Department, Clinical Recovery Hospital, 700661 Iasi, Romania
| | - Andrei-Costin Chelariu
- Second Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinical County Hospital, 700106 Iasi, Romania
- Hematology Department, Regional Institute of Oncology, 700483 Iasi, Romania
| | - Alexandra Stoica
- Internal Medicine Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Second Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinical County Hospital, 700106 Iasi, Romania
| | - Roxana Elena Tocila
- Second Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinical County Hospital, 700106 Iasi, Romania
- Department of Cardiology, Cardiovascular Diseases Institute “Prof. Dr. George I.M. Georgescu”, 700503 Iasi, Romania
| | - Minerva Codruta Badescu
- Internal Medicine Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- III Internal Medicine Clinic, “St. Spiridon” County Emergency Clinical Hospital, 1 Independence Boulevard, 700111 Iasi, Romania
| | - Irina-Iuliana Costache
- Department of Internal Medicine (Cardiology), “Grigore T. Popa” University of Medicine and Pharmacy, 16 University Street, 700115 Iasi, Romania
| | - Christiana Brigitte Sandu
- Statistics Department, Faculty of Economics and Business Administration, “Alexandru Ioan Cuza” University, 700506 Iasi, Romania
| | - Elisabeta Jaba
- Statistics Department, Faculty of Economics and Business Administration, “Alexandru Ioan Cuza” University, 700506 Iasi, Romania
| | - Laurentiu Sorodoc
- Internal Medicine Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Second Internal Medicine Clinic, “Sf. Spiridon” Emergency Clinical County Hospital, 700106 Iasi, Romania
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19
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Khanna NN, Maindarkar M, Puvvula A, Paul S, Bhagawati M, Ahluwalia P, Ruzsa Z, Sharma A, Munjral S, Kolluri R, Krishnan PR, Singh IM, Laird JR, Fatemi M, Alizad A, Dhanjil SK, Saba L, Balestrieri A, Faa G, Paraskevas KI, Misra DP, Agarwal V, Sharma A, Teji J, Al-Maini M, Nicolaides A, Rathore V, Naidu S, Liblik K, Johri AM, Turk M, Sobel DW, Pareek G, Miner M, Viskovic K, Tsoulfas G, Protogerou AD, Mavrogeni S, Kitas GD, Fouda MM, Kalra MK, Suri JS. Vascular Implications of COVID-19: Role of Radiological Imaging, Artificial Intelligence, and Tissue Characterization: A Special Report. J Cardiovasc Dev Dis 2022; 9:jcdd9080268. [PMID: 36005433 PMCID: PMC9409845 DOI: 10.3390/jcdd9080268] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Revised: 07/30/2022] [Accepted: 08/09/2022] [Indexed: 12/15/2022] Open
Abstract
The SARS-CoV-2 virus has caused a pandemic, infecting nearly 80 million people worldwide, with mortality exceeding six million. The average survival span is just 14 days from the time the symptoms become aggressive. The present study delineates the deep-driven vascular damage in the pulmonary, renal, coronary, and carotid vessels due to SARS-CoV-2. This special report addresses an important gap in the literature in understanding (i) the pathophysiology of vascular damage and the role of medical imaging in the visualization of the damage caused by SARS-CoV-2, and (ii) further understanding the severity of COVID-19 using artificial intelligence (AI)-based tissue characterization (TC). PRISMA was used to select 296 studies for AI-based TC. Radiological imaging techniques such as magnetic resonance imaging (MRI), computed tomography (CT), and ultrasound were selected for imaging of the vasculature infected by COVID-19. Four kinds of hypotheses are presented for showing the vascular damage in radiological images due to COVID-19. Three kinds of AI models, namely, machine learning, deep learning, and transfer learning, are used for TC. Further, the study presents recommendations for improving AI-based architectures for vascular studies. We conclude that the process of vascular damage due to COVID-19 has similarities across vessel types, even though it results in multi-organ dysfunction. Although the mortality rate is ~2% of those infected, the long-term effect of COVID-19 needs monitoring to avoid deaths. AI seems to be penetrating the health care industry at warp speed, and we expect to see an emerging role in patient care, reduce the mortality and morbidity rate.
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Affiliation(s)
- Narendra N. Khanna
- Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110001, India
| | - Mahesh Maindarkar
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA
- Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India
| | - Anudeep Puvvula
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA
- Annu’s Hospitals for Skin and Diabetes, Nellore 524101, India
| | - Sudip Paul
- Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India
| | - Mrinalini Bhagawati
- Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India
| | - Puneet Ahluwalia
- Max Institute of Cancer Care, Max Super Specialty Hospital, New Delhi 110017, India
| | - Zoltan Ruzsa
- Invasive Cardiology Division, Faculty of Medicine, University of Szeged, 6720 Szeged, Hungary
| | - Aditya Sharma
- Division of Cardiovascular Medicine, University of Virginia, Charlottesville, VA 22904, USA
| | - Smiksha Munjral
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA
| | - Raghu Kolluri
- Ohio Health Heart and Vascular, Columbus, OH 43214, USA
| | | | - Inder M. Singh
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA
| | - John R. Laird
- Heart and Vascular Institute, Adventist Health St. Helena, St Helena, CA 94574, USA
| | - Mostafa Fatemi
- Department of Physiology & Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA
| | - Azra Alizad
- Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA
| | - Surinder K. Dhanjil
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA
| | - Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria, 40138 Cagliari, Italy
| | - Antonella Balestrieri
- Cardiovascular Prevention and Research Unit, Department of Pathophysiology, National & Kapodistrian University of Athens, 15772 Athens, Greece
| | - Gavino Faa
- Department of Pathology, Azienda Ospedaliero Universitaria, 09124 Cagliari, Italy
| | | | - Durga Prasanna Misra
- Department of Immunology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India
| | - Vikas Agarwal
- Department of Immunology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India
| | - Aman Sharma
- Department of Immunology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India
| | - Jagjit Teji
- Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL 60611, USA
| | - Mustafa Al-Maini
- Allergy, Clinical Immunology and Rheumatology Institute, Toronto, ON L4Z 4C4, Canada
| | - Andrew Nicolaides
- Vascular Screening and Diagnostic Centre and University of Nicosia Medical School, 2408 Nicosia, Cyprus
| | - Vijay Rathore
- Nephrology Department, Kaiser Permanente, Sacramento, CA 95119, USA
| | - Subbaram Naidu
- Electrical Engineering Department, University of Minnesota, Duluth, MN 55812, USA
| | - Kiera Liblik
- Department of Medicine, Division of Cardiology, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - Amer M. Johri
- Department of Medicine, Division of Cardiology, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - Monika Turk
- The Hanse-Wissenschaftskolleg Institute for Advanced Study, 27753 Delmenhorst, Germany
| | - David W. Sobel
- Rheumatology Unit, National Kapodistrian University of Athens, 15772 Athens, Greece
| | - Gyan Pareek
- Minimally Invasive Urology Institute, Brown University, Providence, RI 02912, USA
| | - Martin Miner
- Men’s Health Centre, Miriam Hospital Providence, Providence, RI 02906, USA
| | - Klaudija Viskovic
- Department of Radiology and Ultrasound, University Hospital for Infectious Diseases, 10000 Zagreb, Croatia
| | - George Tsoulfas
- Department of Surgery, Aristoteleion University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Athanasios D. Protogerou
- Cardiovascular Prevention and Research Unit, Department of Pathophysiology, National & Kapodistrian University of Athens, 15772 Athens, Greece
| | - Sophie Mavrogeni
- Cardiology Clinic, Onassis Cardiac Surgery Centre, 17674 Athens, Greece
| | - George D. Kitas
- Academic Affairs, Dudley Group NHS Foundation Trust, Dudley DY1 2HQ, UK
- Arthritis Research UK Epidemiology Unit, Manchester University, Manchester M13 9PL, UK
| | - Mostafa M. Fouda
- Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID 83209, USA
| | - Manudeep K. Kalra
- Department of Radiology, Harvard Medical School, Boston, MA 02115, USA
| | - Jasjit S. Suri
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA
- Correspondence: ; Tel.: +1-916-749-5628
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20
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Tokarczyk U, Kaliszewski K, Kopszak A, Nowak Ł, Sutkowska-Stępień K, Sroczyński M, Sępek M, Dudek A, Diakowska D, Trocha M, Gajecki D, Gawryś J, Matys T, Maciejiczek J, Kozub V, Szalast R, Madziarski M, Zubkiewicz-Zarębska A, Letachowicz K, Kiliś-Pstrusińska K, Matera-Witkiewicz A, Pomorski M, Protasiewicz M, Sokołowski J, Adamik B, Kujawa K, Doroszko A, Madziarska K, Jankowska EA. Liver Function Tests in COVID-19: Assessment of the Actual Prognostic Value. J Clin Med 2022; 11:jcm11154490. [PMID: 35956107 PMCID: PMC9369475 DOI: 10.3390/jcm11154490] [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: 04/04/2022] [Revised: 07/28/2022] [Accepted: 07/29/2022] [Indexed: 01/08/2023] Open
Abstract
Deviations in laboratory tests assessing liver function in patients with COVID-19 are frequently observed. Their importance and pathogenesis are still debated. In our retrospective study, we analyzed liver-related parameters: aspartate aminotransferase (AST), alanine aminotransferase (ALT), alkaline phosphatase (ALP), gamma-glutamyltransferase (GGT), total bilirubin (TBIL), albumin, comorbidities and other selected potential risk factors in patients admitted with SARS-CoV-2 infection to assess their prognostic value for intensive care unit admission, mechanical ventilation necessity and mortality. We compared the prognostic effectiveness of these parameters separately and in pairs to the neutrophil-to-lymphocyte ratio (NLR) as an independent risk factor of in-hospital mortality, using the Akaike Information Criterion (AIC). Data were collected from 2109 included patients. We created models using a sample with complete laboratory tests n = 401 and then applied them to the whole studied group excluding patients with missing singular variables. We estimated that albumin may be a better predictor of the COVID-19-severity course compared to NLR, irrespective of comorbidities (p < 0.001). Additionally, we determined that hypoalbuminemia in combination with AST (OR 1.003, p = 0.008) or TBIL (OR 1.657, p = 0.001) creates excellent prediction models for in-hospital mortality. In conclusion, the early evaluation of albumin levels and liver-related parameters may be indispensable tools for the early assessment of the clinical course of patients with COVID-19.
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Affiliation(s)
- Urszula Tokarczyk
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
- Correspondence: (U.T.); (K.K.); Tel.: +48-723-781-491 (U.T.); +48-71-734-30-00 (K.K.); Fax: +48-71-734-30-00 (K.K.)
| | - Krzysztof Kaliszewski
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
- Correspondence: (U.T.); (K.K.); Tel.: +48-723-781-491 (U.T.); +48-71-734-30-00 (K.K.); Fax: +48-71-734-30-00 (K.K.)
| | - Anna Kopszak
- Statistical Analysis Center, Wroclaw Medical University, Marcinkowski Street 2-6, 50-368 Wroclaw, Poland; (A.K.); (K.K.)
| | - Łukasz Nowak
- Clinical Department of Urology and Urological Oncology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Karolina Sutkowska-Stępień
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
| | - Maciej Sroczyński
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
| | - Monika Sępek
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
| | - Agata Dudek
- Clinical Department of General, Minimally Invasive and Endocrine Surgery, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.S.-S.); (M.S.); (M.S.); (A.D.)
| | - Dorota Diakowska
- Department of Basic Science, Faculty of Health Science, Wroclaw Medical University, Bartel Street 5, 51-618 Wroclaw, Poland;
| | - Małgorzata Trocha
- Department of Pharmacology, Wroclaw Medical University, Mikulicz-Radecki Street 2, 50-345 Wroclaw, Poland;
| | - Damian Gajecki
- Clinical Department of Internal and Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (A.D.)
| | - Jakub Gawryś
- Clinical Department of Internal and Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (A.D.)
| | - Tomasz Matys
- Clinical Department of Internal and Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (A.D.)
| | - Justyna Maciejiczek
- Clinical Department of Internal Medicine, Pneumology and Allergology, Wroclaw Medical University, M. Skłodowskiej-Curie Street 66, 50-369 Wroclaw, Poland; (J.M.); (V.K.); (R.S.)
| | - Valeriia Kozub
- Clinical Department of Internal Medicine, Pneumology and Allergology, Wroclaw Medical University, M. Skłodowskiej-Curie Street 66, 50-369 Wroclaw, Poland; (J.M.); (V.K.); (R.S.)
| | - Roman Szalast
- Clinical Department of Internal Medicine, Pneumology and Allergology, Wroclaw Medical University, M. Skłodowskiej-Curie Street 66, 50-369 Wroclaw, Poland; (J.M.); (V.K.); (R.S.)
| | - Marcin Madziarski
- Clinical Department of Rheumatology and Internal Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Anna Zubkiewicz-Zarębska
- Clinical Department of Gastroenterology and Hepatology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Krzysztof Letachowicz
- Clinical Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.L.); (K.M.)
| | - Katarzyna Kiliś-Pstrusińska
- Clinical Department of Pediatric Nephrology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Agnieszka Matera-Witkiewicz
- Screening Laboratory of Biological Activity Assays and Collection of Biological Material, Faculty of Pharmacy, 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
- Clinical Department and Clinic of Cardiology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Janusz Sokołowski
- Department of Emergency Medicine, 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;
| | - Krzysztof Kujawa
- Statistical Analysis Center, Wroclaw Medical University, Marcinkowski Street 2-6, 50-368 Wroclaw, Poland; (A.K.); (K.K.)
| | - Adrian Doroszko
- Clinical Department of Internal and Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (A.D.)
| | - Katarzyna Madziarska
- Clinical Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.L.); (K.M.)
| | - Ewa Anita Jankowska
- University Hospital in Wroclaw, Institute of Heart Diseases, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
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21
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Suri JS, Maindarkar MA, Paul S, Ahluwalia P, Bhagawati M, Saba L, Faa G, Saxena S, Singh IM, Chadha PS, Turk M, Johri A, Khanna NN, Viskovic K, Mavrogeni S, Laird JR, Miner M, Sobel DW, Balestrieri A, Sfikakis PP, Tsoulfas G, Protogerou AD, Misra DP, Agarwal V, Kitas GD, Kolluri R, Teji JS, Al-Maini M, Dhanjil SK, Sockalingam M, Saxena A, Sharma A, Rathore V, Fatemi M, Alizad A, Krishnan PR, Omerzu T, Naidu S, Nicolaides A, Paraskevas KI, Kalra M, Ruzsa Z, Fouda MM. Deep Learning Paradigm for Cardiovascular Disease/Stroke Risk Stratification in Parkinson's Disease Affected by COVID-19: A Narrative Review. Diagnostics (Basel) 2022; 12:1543. [PMID: 35885449 PMCID: PMC9324237 DOI: 10.3390/diagnostics12071543] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 06/14/2022] [Accepted: 06/16/2022] [Indexed: 11/16/2022] Open
Abstract
Background and Motivation: Parkinson's disease (PD) is one of the most serious, non-curable, and expensive to treat. Recently, machine learning (ML) has shown to be able to predict cardiovascular/stroke risk in PD patients. The presence of COVID-19 causes the ML systems to become severely non-linear and poses challenges in cardiovascular/stroke risk stratification. Further, due to comorbidity, sample size constraints, and poor scientific and clinical validation techniques, there have been no well-explained ML paradigms. Deep neural networks are powerful learning machines that generalize non-linear conditions. This study presents a novel investigation of deep learning (DL) solutions for CVD/stroke risk prediction in PD patients affected by the COVID-19 framework. Method: The PRISMA search strategy was used for the selection of 292 studies closely associated with the effect of PD on CVD risk in the COVID-19 framework. We study the hypothesis that PD in the presence of COVID-19 can cause more harm to the heart and brain than in non-COVID-19 conditions. COVID-19 lung damage severity can be used as a covariate during DL training model designs. We, therefore, propose a DL model for the estimation of, (i) COVID-19 lesions in computed tomography (CT) scans and (ii) combining the covariates of PD, COVID-19 lesions, office and laboratory arterial atherosclerotic image-based biomarkers, and medicine usage for the PD patients for the design of DL point-based models for CVD/stroke risk stratification. Results: We validated the feasibility of CVD/stroke risk stratification in PD patients in the presence of a COVID-19 environment and this was also verified. DL architectures like long short-term memory (LSTM), and recurrent neural network (RNN) were studied for CVD/stroke risk stratification showing powerful designs. Lastly, we examined the artificial intelligence bias and provided recommendations for early detection of CVD/stroke in PD patients in the presence of COVID-19. Conclusion: The DL is a very powerful tool for predicting CVD/stroke risk in PD patients affected by COVID-19.
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Affiliation(s)
- Jasjit S. Suri
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA; (M.A.M.); (I.M.S.); (P.S.C.); (S.K.D.)
| | - Mahesh A. Maindarkar
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA; (M.A.M.); (I.M.S.); (P.S.C.); (S.K.D.)
- Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India; (S.P.); (M.B.)
| | - Sudip Paul
- Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India; (S.P.); (M.B.)
| | - Puneet Ahluwalia
- Max Institute of Cancer Care, Max Super Specialty Hospital, New Delhi 110017, India;
| | - Mrinalini Bhagawati
- Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India; (S.P.); (M.B.)
| | - Luca Saba
- Department of Radiology, and Pathology, Azienda Ospedaliero Universitaria, 09123 Cagliari, Italy; (L.S.); (G.F.)
| | - Gavino Faa
- Department of Radiology, and Pathology, Azienda Ospedaliero Universitaria, 09123 Cagliari, Italy; (L.S.); (G.F.)
| | - Sanjay Saxena
- Department of CSE, International Institute of Information Technology, Bhuneshwar 751029, India;
| | - Inder M. Singh
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA; (M.A.M.); (I.M.S.); (P.S.C.); (S.K.D.)
| | - Paramjit S. Chadha
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA; (M.A.M.); (I.M.S.); (P.S.C.); (S.K.D.)
| | - Monika Turk
- Department of Neurology, University Medical Centre Maribor, 2000 Maribor, Slovenia; (M.T.); (T.O.)
| | - Amer Johri
- Department of Medicine, Division of Cardiology, Queen’s University, Kingston, ON K7L 3N6, Canada;
| | - Narendra N. Khanna
- Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110076, India; (N.N.K.); (A.S.)
| | - Klaudija Viskovic
- Department of Radiology and Ultrasound, University Hospital for Infectious Diseases, 10000 Zagreb, Croatia;
| | - Sofia Mavrogeni
- Cardiology Clinic, Onassis Cardiac Surgery Centre, 176 74 Athens, Greece;
| | - John R. Laird
- Heart and Vascular Institute, Adventist Health St. Helena, St. Helena, CA 94574, USA;
| | - Martin Miner
- Men’s Health Centre, Miriam Hospital, Providence, RI 02906, USA;
| | - David W. Sobel
- Rheumatology Unit, National Kapodistrian University of Athens, 157 72 Athens, Greece; (D.W.S.); (P.P.S.)
| | | | - Petros P. Sfikakis
- Rheumatology Unit, National Kapodistrian University of Athens, 157 72 Athens, Greece; (D.W.S.); (P.P.S.)
| | - George Tsoulfas
- Department of Surgery, Aristoteleion University of Thessaloniki, 541 24 Thessaloniki, Greece;
| | - Athanase D. Protogerou
- Cardiovascular Prevention and Research Unit, Department of Pathophysiology, National & Kapodistrian University of Athens, 157 72 Athens, Greece;
| | - Durga Prasanna Misra
- Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India; (D.P.M.); (V.A.)
| | - Vikas Agarwal
- Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India; (D.P.M.); (V.A.)
| | - George D. Kitas
- Academic Affairs, Dudley Group NHS Foundation Trust, Dudley DY1 2HQ, UK;
- Arthritis Research UK Epidemiology Unit, Manchester University, Manchester M13 9PL, UK
| | - Raghu Kolluri
- OhioHealth Heart and Vascular, Mansfield, OH 44905, USA;
| | - Jagjit S. Teji
- Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL 60611, USA;
| | - Mustafa Al-Maini
- Allergy, Clinical Immunology, and Rheumatology Institute, Toronto, ON M5G 1N8, Canada;
| | - Surinder K. Dhanjil
- Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA; (M.A.M.); (I.M.S.); (P.S.C.); (S.K.D.)
| | | | - Ajit Saxena
- Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110076, India; (N.N.K.); (A.S.)
| | - Aditya Sharma
- Division of Cardiovascular Medicine, University of Virginia, Charlottesville, VA 22908, USA;
| | - Vijay Rathore
- Nephrology Department, Kaiser Permanente, Sacramento, CA 95823, USA;
| | - Mostafa Fatemi
- Department of Physiology & Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA;
| | - Azra Alizad
- Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA;
| | | | - Tomaz Omerzu
- Department of Neurology, University Medical Centre Maribor, 2000 Maribor, Slovenia; (M.T.); (T.O.)
| | - Subbaram Naidu
- Electrical Engineering Department, University of Minnesota, Duluth, MN 55812, USA;
| | - Andrew Nicolaides
- Vascular Screening and Diagnostic Centre, University of Nicosia Medical School, Engomi 2408, Cyprus;
| | - Kosmas I. Paraskevas
- Department of Vascular Surgery, Central Clinic of Athens, 106 80 Athens, Greece;
| | - Mannudeep Kalra
- Department of Radiology, Harvard Medical School, Boston, MA 02115, USA;
| | - Zoltán Ruzsa
- Invasive Cardiology Division, Faculty of Medicine, University of Szeged, 6720 Szeged, Hungary;
| | - Mostafa M. Fouda
- Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID 83209, USA;
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Pilut CN, Citu C, Gorun F, Bratosin F, Gorun OM, Burlea B, Citu IM, Grigoras ML, Manolescu D, Gluhovschi A. The Utility of Laboratory Parameters for Cardiac Inflammation in Heart Failure Patients Hospitalized with SARS-CoV-2 Infection. Diagnostics (Basel) 2022; 12:824. [PMID: 35453871 PMCID: PMC9026832 DOI: 10.3390/diagnostics12040824] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 03/26/2022] [Accepted: 03/27/2022] [Indexed: 02/06/2023] Open
Abstract
COVID-19 has been associated with cardiovascular consequences, including myocardial infarction, thromboembolic events, arrhythmia, and heart failure. Numerous overlapping mechanisms, such as the IL-6 dependent cytokine storm and unopposed angiotensin II stimulation, could be responsible for these consequences. Cardiac damage is hypothesized to be a consequence of the direct viral infection of cardiomyocytes, resulting in increased metabolic demand, immunological activation, and microvascular dysfunction. Patients with pre-existing chronic heart failure are therefore at increased risk of decompensation, further heart damage, and significant health deterioration. Based on the aforementioned assumptions, we developed a study aiming to provide a detailed description of changes in biological parameters and cardiac injury markers of patients with heart failure and SARS-CoV-2 infection by correlating them with the clinical presentation and COVID-19 vaccination status, to predict the probability of ICU admission based on their initial hospital presentation. A two-year retrospective study was performed on heart failure patients with a history of SARS-CoV-2 infection and detailed records of biological biomarkers; a total of 124 eligible patients with COVID-19 and 236 without COVID-19 were recruited. Patients with heart failure and SARS-CoV-2 infection had significantly elevated baseline biological parameters and cardiac markers compared to those without COVID-19. Several cardiac injury markers were identified as significant independent risk factors for ICU admission: CK-MB (HR = 4.1, CI [2.2-6.9]), myoglobin (HR = 5.0, CI [2.3-7.8]), troponin-I (HR = 7.1 [4.4-9.6]), troponin-T (HR = 4.9, CI [1.7-7.4]). The elevation of a basic panel of acute inflammation markers (CRP, IL-6, fibrinogen), D-dimers, and BNP was also a significant risk factor. The follow-up of survivors at four weeks after viral clearance determined a worsened clinical picture by NYHA classification, worsened cardiac ultrasound findings, and a mild improvement in cardiac and inflammatory markers. Increased levels of myocardial damage parameters in association with cardiac ultrasound findings and basic inflammatory markers may enable early risk assessment and triage in hospitalized heart failure patients infected with SARS-CoV-2.
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Affiliation(s)
- Ciprian Nicolae Pilut
- Department of Microbiology, Faculty of Medicine, “Victor Babes” University of Medicine and Pharmacy, 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.); (A.G.)
| | - Florin Gorun
- Department of Obstetrics and Gynecology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (F.G.); (A.G.)
| | - Felix Bratosin
- Methodological and Infectious Diseases Research Center, Department of Infectious Diseases, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania;
| | - Oana Maria Gorun
- Department of Obstetrics and Gynecology, Municipal Emergency Clinical Hospital Timisoara, 1-3 Alexandru Odobescu Street, 300202 Timisoara, Romania; (O.M.G.); (B.B.)
| | - Bogdan Burlea
- Department of Obstetrics and Gynecology, Municipal Emergency Clinical Hospital Timisoara, 1-3 Alexandru Odobescu Street, 300202 Timisoara, Romania; (O.M.G.); (B.B.)
| | - Ioana Mihaela Citu
- Department of Internal Medicine I, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania;
| | - Mirela Loredana Grigoras
- Department of Anatomy and Embryology, “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;
| | - Adrian Gluhovschi
- Department of Obstetrics and Gynecology, “Victor Babes” University of Medicine and Pharmacy Timisoara, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (F.G.); (A.G.)
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