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Cañón-Estrada F, Muñoz-Ordoñez JA, Escalante-Forero M, Rodas Y, Arteaga-Tobar AA, Azcarate-Rodriguez V, Perna E, Mendoza I, Wyss F, Barisani JL, Speranza M, Alarco W, Ortega JC, Ulate A, Mercedes J, Chaves DQ, Oliver P, Valencia-Orozco A, Barbosa MM, León-Giraldo H, Flórez NA, Gómez-Mesa JE. Biochemical differences based on sex and clusters of biomarkers in patients with COVID-19: analysis from the CARDIO COVID 19-20 registry. BMC Cardiovasc Disord 2025; 25:147. [PMID: 40045210 PMCID: PMC11881352 DOI: 10.1186/s12872-025-04565-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Accepted: 02/10/2025] [Indexed: 03/09/2025] Open
Abstract
BACKGROUND The inflammatory response associated with COVID-19 varies with sex, potentially affecting disease outcomes. Males have a higher risk of complications compared to females, requiring an evaluation of differences in inflammatory response severity based on sex. OBJECTIVE To compare clinical data, biochemical biomarkers, and outcomes among hospitalized COVID-19 patients in Latin America and the Caribbean (LA&C) based on sex and to perform a cluster analysis of biomarker profiles for both sexes. METHODS This prospective, multicenter observational registry made by the Inter-American Council of Heart Failure and Pulmonary Hypertension of the Inter-American Society of Cardiology included hospitalized COVID-19 patients from 44 hospitals in 14 countries in LA&C between May 1, 2020, and June 30, 2021. RESULTS Of 3,260 patients (1,201 females and 2,059 males), males had higher C-reactive protein and ferritin levels, while females had higher natriuretic peptides and d-dimer levels. Males had more cardiovascular complications (acute coronary syndrome [3.3% vs. 2.2%], decompensated heart failure [8.9% vs. 7.8%], pulmonary embolism [4.4% vs. 2.9%]), intensive care unit (ICU) admissions (56.9% vs. 47.7%), and overall mortality (27.5% vs. 22.1%). Cluster analysis identified three groups: one with normal-range biomarkers but elevated ferritin, one with coagulation abnormalities, and one with an inflammatory profile linked to renal injury and increased non-cardiovascular mortality. CONCLUSIONS In the LA&C population hospitalized with COVID-19, males had higher inflammatory biomarker levels, correlating with increased cardiovascular complications and mortality. The cluster with an inflammatory profile showed higher non-cardiovascular mortality, while clusters with elevated ferritin levels were associated with increased ICU admissions.
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Affiliation(s)
| | | | | | - Yorlany Rodas
- Centro de Investigaciones Clínicas, Fundación Valle del Lili, 76003, Cali, Colombia
| | | | | | - Eduardo Perna
- Departamento de Cardiología, Instituto de Cardiología J.F Cabral, Corrientes, 3400, Argentina
| | - Iván Mendoza
- Facultad de Ciencias de La Salud, Universidad Central de Venezuela, Caracas, 1030, Venezuela
| | - Fernando Wyss
- Departamento de Cardiología, Servicios y Tecnología Cardiovascular de Guatemala S.A-Cardiosolutions, Guatemala City, 01010, Guatemala
| | - José Luis Barisani
- Departamento Cardiovascular, Hospital Presidente Perón, 1710, Buenos Aires, Argentina
| | - Mario Speranza
- Departamento de Cardiología, Hospital Clínica Bíblica, San José, 10104, Costa Rica
| | - Walter Alarco
- Departamento de Cardiología, Instituto Nacional Cardiovascular INCOR ESSALUD, Lima, 1507, Perú
| | - Juan Carlos Ortega
- Departamento de Cardiología, Hospital Universitario Erasmo Meoz, 540003, Cúcuta, Colombia
| | - Andrés Ulate
- Departamento de Cardiología, Hospital México, San José, 10101, Costa Rica
| | - Jessica Mercedes
- Departamento de Cardiología, Hospital Nacional San Rafael, Santa Tecla, 1502, El Salvador
| | - Daniel Quesada Chaves
- Departamento de Cardiología, Hospital San Vicente de Paúl, Heredia, 40101, Costa Rica
| | - Paola Oliver
- Departamento de Cardiología, Hospital Nacional Arzobispo Loayza, Lima, 15072, Perú
| | | | - Mario Miguel Barbosa
- Centro de Investigaciones Clínicas, Fundación Valle del Lili, 76003, Cali, Colombia
| | - Hoover León-Giraldo
- Centro de Investigaciones Clínicas, Fundación Valle del Lili, 76003, Cali, Colombia
| | - Noel Alberto Flórez
- Departamento de Cardiología, Fundación Valle del Lili, Street 98 N. 18-49, 76003, Cali, Colombia
| | - Juan Esteban Gómez-Mesa
- Facultad de Ciencias de La Salud, Universidad Icesi, 76003, Cali, Colombia.
- Departamento de Cardiología, Fundación Valle del Lili, Street 98 N. 18-49, 76003, Cali, Colombia.
- Centro de Investigaciones Clínicas, Fundación Valle del Lili, 76003, Cali, Colombia.
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Cao X, Xie YL, Yi JY, Liu ZL, Zhang DD, Yue YY, Li TN, Zhou CL, Mu H. The clinical characteristics analysis of serum markers for the cardiovascular system in early-stage COVID-19 patients. Front Cardiovasc Med 2024; 11:1401586. [PMID: 39131705 PMCID: PMC11310024 DOI: 10.3389/fcvm.2024.1401586] [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: 03/15/2024] [Accepted: 07/17/2024] [Indexed: 08/13/2024] Open
Abstract
Background This study aimed to investigate alterations in serum markers [creatine kinase-MB (CKMB), cardiac troponin T (cTnT), myoglobin (Myo), B-type natriuretic peptide (BNP), D-dimer (DD), procalcitonin (PCT) and interleukin-6 (IL6)] in early Omicron variant infection and analyzed their correlation with clinical parameters. Methods Retrospective analysis of 1,138 mild/asymptomatic cases at Tianjin First Central Hospital, including age, gender, serum markers and nucleic acid test results. Statistical analysis used SPSS software, version 24.0. Results Elevated cTnT, BNP (125-400), and DD (0.55-1.10) levels were prevalent at 12.92%, 15.64%, and 14.50%, respectively. Females had significantly higher proportions with slightly elevated BNP (19.34%) and DD (19.69%) levels. Patients over 35 had a higher proportion of slight elevation in BNP (20.00%). Abnormal levels of serum markers were significantly associated with older age, increased PCT and IL6 levels, as well as delayed nucleic acid clearance. Additionally, levels of immunoglobulin G (IgG) were notably reduced in these cases. Patients with prolonged nucleic acid clearance (>14 days) had higher BNP and DD levels upon admission. Logistic regression identified PCT (OR = 237.95) as the most significant risk factor for abnormal serum markers for cardiovascular system injury. Conclusion Early Omicron infection might do subclinical damage to the cardiovascular system. Elevated cTnT, BNP and DD levels were correlated with age, gender, inflammatory factors, and IgG. Notably, high PCT level emerged as the most robust predictor of abnormal serum biomarkers.
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Affiliation(s)
- Xi Cao
- Department of Clinical Laboratory, Tianjin First Central Hospital, Tianjin, China
| | - Yong-Li Xie
- Department of Clinical Laboratory, Tianjin Stomatological Hospital, School of Medicine, Nankai University, Tianjin, China
- Tianjin Key Laboratory of Oral and Maxillofacial Function Reconstruction, Tianjin Stomatological Hospital, Tianjin, China
| | - Jian-ying Yi
- Department of Clinical Laboratory, Tianjin First Central Hospital, Tianjin, China
| | - Zhi-li Liu
- Department of Clinical Laboratory, The Third Central Hospital, Tianjin, China
| | - Dong-dong Zhang
- Department of Clinical Laboratory, Tianjin First Central Hospital, Tianjin, China
| | - Ying-ying Yue
- Department of Clinical Laboratory, Tianjin First Central Hospital, Tianjin, China
| | - Tian-ning Li
- Department of Clinical Laboratory, Tianjin First Central Hospital, Tianjin, China
| | - Chun-lei Zhou
- Department of Clinical Laboratory, Tianjin First Central Hospital, Tianjin, China
| | - Hong Mu
- Department of Clinical Laboratory, Tianjin First Central Hospital, Tianjin, China
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Costa C, Moniati F. The Epidemiology of COVID-19 Vaccine-Induced Myocarditis. Adv Med 2024; 2024:4470326. [PMID: 38681683 PMCID: PMC11045291 DOI: 10.1155/2024/4470326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 02/26/2024] [Accepted: 03/28/2024] [Indexed: 05/01/2024] Open
Abstract
Background In December 2019, the emergence of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) led to the COVID-19 pandemic, with millions of deaths worldwide. Vaccine breakthroughs in late 2020 resulted in the authorization of COVID-19 vaccines. While these vaccines have demonstrated efficacy, evidence from vaccine safety monitoring systems around the globe supported a causal association between COVID-19 vaccines, in particular those using mRNA technology, i.e., Moderna's mRNA-1273 and Pfizer-BioNTech's BNT162b2, and myocarditis. Objective This paper aims to investigate the epidemiology of mRNA COVID-19 vaccine-induced myocarditis, including age, ethnicity, and gender associations with these vaccines. It also discusses the immunopathophysiological mechanisms of mRNA COVID-19 vaccine-associated myocarditis and outlines principles of diagnosis, clinical presentation, and management. Methods A literature review was conducted using PubMed, Embase, and Queen Mary University of London Library Services databases. Search terms included "myocarditis," "coronavirus disease 2019," "SARS-CoV-2," "mRNA Covid-19 vaccines," "Covid vaccine-associated myocarditis," "epidemiology," "potential mechanisms," "myocarditis diagnosis," and "myocarditis management." Results While the definite mechanism of mRNA COVID-19 vaccine-associated myocarditis remains ambiguous, potential mechanisms include molecular mimicry of spike proteins and activation of the adaptive immune response with dysregulated cytokine expression. Male predominance in COVID-19 vaccine-induced myocarditis may be attributed to sex hormones, variations in inflammatory reactions, coagulation states based on gender, and female-specific protective factors. Moreover, an analysis of diagnostic and management strategies reveals a lack of consensus on acute patient presentation management. Conclusion In contrast to viral infections that stand as the predominant etiological factor for myocarditis with more severe consequences, the mRNA COVID-19 vaccination elicits a mild and self-limiting manifestation of the condition. There is currently insufficient evidence to confirm the definite underlying mechanism of COVID-19 vaccine-associated myocarditis. Further research is needed to develop preventive and therapeutic solutions in this context.
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Affiliation(s)
| | - Foteini Moniati
- Queen Mary University of London, Barts and the London School of Medicine and Dentistry, London, UK
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Golino M, Morello M, Marazzato J, Blasi F, Chierchia V, Oliva CA, Zappa M, Ageno W, Passi A, Angeli F, De Ponti R. Sex-related differences in non-ischemic myocardial injury in the emergency department: A real-world perspective. Int J Cardiol 2024; 395:131394. [PMID: 37748523 DOI: 10.1016/j.ijcard.2023.131394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 07/27/2023] [Accepted: 09/22/2023] [Indexed: 09/27/2023]
Abstract
BACKGROUND Myocardial injury is associated with adverse outcomes. No data are reported about sex differences in incidence and factors associated with myocardial injury in an emergency department (ED) setting from a real-world perspective. We aimed to assess whether sex plays a major role in the diagnosis of myocardial injury in the ED. METHODS In this subanalysis of a retrospective study, patients presenting at the ED with at least one high-sensitivity cardiac troponin T (hs-cTnT) value and without acute coronary syndromes diagnosis were compared. RESULTS 31,383 patients were admitted to the ED, 4660 had one hs-cTnT value, and 3937 were enrolled: 1943 females (49.4%) and 1994 males (50.6%). The diagnosis of myocardial injury was higher among men (36.8% vs. 32.9%, p < 0.01). Male sex was independently associated with myocardial injury. An older age, an elevated NT-proB-type Natriuretic Peptide and a lower estimated glomerular filtrate rate were independently associated with myocardial injury in both sexes. CONCLUSIONS In the ED, from a real-world perspective, myocardial injury occurred more frequently in males, and it was associated with older age and the presence of cardiac, lung, and kidney disease but not higher hs-cTnT values.
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Affiliation(s)
- Michele Golino
- Department of Medicine and Surgery, University of Insubria, 21100 Varese, Italy.
| | - Matteo Morello
- Ospedale di Circolo, ASST Settelaghi, 21100 Varese, Italy; School of Cardiology, University of Brescia, 25121 Brescia, Italy
| | - Jacopo Marazzato
- Department of Medicine and Surgery, University of Insubria, 21100 Varese, Italy
| | - Federico Blasi
- Department of Medicine and Surgery, University of Insubria, 21100 Varese, Italy
| | - Valentina Chierchia
- Department of Medicine and Surgery, University of Insubria, 21100 Varese, Italy
| | - Carlo-Agostino Oliva
- Ospedale di Circolo, ASST Settelaghi, 21100 Varese, Italy; School of Cardiology, University of Brescia, 25121 Brescia, Italy
| | - Martina Zappa
- Department of Medicine and Surgery, University of Insubria, 21100 Varese, Italy; Department of Medicine and Cardiopulmonary Rehabilitation, Maugeri Care and Research Institute, IRCCS Tradate, 21049 Tradate, Italy
| | - Walter Ageno
- Department of Medicine and Surgery, University of Insubria, 21100 Varese, Italy; Ospedale di Circolo, ASST Settelaghi, 21100 Varese, Italy
| | - Alberto Passi
- Department of Medicine and Surgery, University of Insubria, 21100 Varese, Italy; Ospedale di Circolo, ASST Settelaghi, 21100 Varese, Italy
| | - Fabio Angeli
- Department of Medicine and Cardiopulmonary Rehabilitation, Maugeri Care and Research Institute, IRCCS Tradate, 21049 Tradate, Italy; Department of Medicine and Technological Innovation (DiMIT), University of Insubria, 21100 Varese, Italy
| | - Roberto De Ponti
- Department of Medicine and Surgery, University of Insubria, 21100 Varese, Italy; Ospedale di Circolo, ASST Settelaghi, 21100 Varese, Italy
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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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Allegra S, Chiara F, Zanatta M, Mengozzi G, Puccinelli MP, De Francia S. Age and Sex-Related Differences in Teicoplanine Isoform Concentrations in SARS-CoV-2 Patients. Life (Basel) 2023; 13:1792. [PMID: 37763195 PMCID: PMC10532956 DOI: 10.3390/life13091792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 08/10/2023] [Accepted: 08/17/2023] [Indexed: 09/29/2023] Open
Abstract
Teicoplanin, a glycopeptide antibiotic commonly used to treat bacterial infections, was discovered to be active in vitro against SARS-CoV-2. The aim of this study was to assess the levels of teicoplanin and its components in a cohort of adult and pediatric SARS-CoV-2 patients, evaluating the effect of sex and age on analyte concentrations. The levels of AST, ALT and leukocytes were shown to be higher in females, while the C reactive protein was higher in males. Evaluating the absence/presence of teicoplanin isoforms, we observed that A2-2_3 is the only one consistently present in pediatrics and adults. In adult men and all pediatrics, A2-4_5 is always present. In pediatrics, except for A3-1, median isoform concentrations were higher in females; on the contrary, in adult patients, males showed higher levels. This is the first study to describe levels of teicoplanin isoforms in SARS-CoV-2 infected patients in males and females, and pediatrics and adults, despite the small sample size of our cohort. The observed results imply that additional testing, via therapeutic drug monitoring, may be helpful to more effectively manage infections, particularly those caused by the most recent viruses.
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Affiliation(s)
- Sarah Allegra
- Laboratory of Clinical Pharmacology “Franco Ghezzo”, Department of Clinical and Biological Sciences, University of Turin, S. Luigi Gonzaga Hospital, 10124 Orbassano, TO, Italy; (F.C.); (M.Z.); (S.D.F.)
| | - Francesco Chiara
- Laboratory of Clinical Pharmacology “Franco Ghezzo”, Department of Clinical and Biological Sciences, University of Turin, S. Luigi Gonzaga Hospital, 10124 Orbassano, TO, Italy; (F.C.); (M.Z.); (S.D.F.)
| | - Marina Zanatta
- Laboratory of Clinical Pharmacology “Franco Ghezzo”, Department of Clinical and Biological Sciences, University of Turin, S. Luigi Gonzaga Hospital, 10124 Orbassano, TO, Italy; (F.C.); (M.Z.); (S.D.F.)
| | - Giulio Mengozzi
- Laboratory of Clinical Biochemistry “Baldi e Riberi”, Metabolic Diseases Unit, AOU Città della Salute e della Scienza di Torino, 10126 Torino, TO, Italy; (G.M.); (M.P.P.)
| | - Maria Paola Puccinelli
- Laboratory of Clinical Biochemistry “Baldi e Riberi”, Metabolic Diseases Unit, AOU Città della Salute e della Scienza di Torino, 10126 Torino, TO, Italy; (G.M.); (M.P.P.)
| | - Silvia De Francia
- Laboratory of Clinical Pharmacology “Franco Ghezzo”, Department of Clinical and Biological Sciences, University of Turin, S. Luigi Gonzaga Hospital, 10124 Orbassano, TO, Italy; (F.C.); (M.Z.); (S.D.F.)
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Hockham C, Linschoten M, Asselbergs FW, Ghossein C, Woodward M, Peters SAE. Sex differences in cardiovascular complications and mortality in hospital patients with covid-19: registry based observational study. BMJ MEDICINE 2023; 2:e000245. [PMID: 37067859 PMCID: PMC10083523 DOI: 10.1136/bmjmed-2022-000245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 12/14/2022] [Indexed: 04/18/2023]
Abstract
Objective To assess whether the risk of cardiovascular complications of covid-19 differ between the sexes and to determine whether any sex differences in risk are reduced in individuals with pre-existing cardiovascular disease. Design Registry based observational study. Setting 74 hospitals across 13 countries (eight European) participating in CAPACITY-COVID (Cardiac complicAtions in Patients With SARS Corona vIrus 2 regisTrY), from March 2020 to May 2021. Participants All adults (aged ≥18 years), predominantly European, admitted to hospital with highly suspected covid-19 disease or covid-19 disease confirmed by positive laboratory test results (n=11 167 patients). Main outcome measures Any cardiovascular complication during admission to hospital. Secondary outcomes were in-hospital mortality and individual cardiovascular complications with ≥20 events for each sex. Logistic regression was used to examine sex differences in the risk of cardiovascular outcomes, overall and grouped by pre-existing cardiovascular disease. Results Of 11 167 adults (median age 68 years, 40% female participants) included, 3423 (36% of whom were female participants) had pre-existing cardiovascular disease. In both sexes, the most common cardiovascular complications were supraventricular tachycardias (4% of female participants, 6% of male participants), pulmonary embolism (3% and 5%), and heart failure (decompensated or de novo) (2% in both sexes). After adjusting for age, ethnic group, pre-existing cardiovascular disease, and risk factors for cardiovascular disease, female individuals were less likely than male individuals to have a cardiovascular complication (odds ratio 0.72, 95% confidence interval 0.64 to 0.80) or die (0.65, 0.59 to 0.72). Differences between the sexes were not modified by pre-existing cardiovascular disease; for the primary outcome, the female-to-male ratio of the odds ratio in those without, compared with those with, pre-existing cardiovascular disease was 0.84 (0.67 to 1.07). Conclusions In patients admitted to hospital for covid-19, female participants were less likely than male participants to have a cardiovascular complication. The differences between the sexes could not be attributed to the lower prevalence of pre-existing cardiovascular disease in female individuals. The reasons for this advantage in female individuals requires further research.
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Affiliation(s)
- Carinna Hockham
- The George Institute for Global Health, Imperial College London, London, UK
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Marijke Linschoten
- Department of Cardiology, Division Heart and Lungs, University Medical Centre Utrecht, Utrecht, Netherlands
| | - Folkert W Asselbergs
- Department of Cardiology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, Netherlands
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
| | - Chahinda Ghossein
- Department of Cardiology, Maastricht University Medical Centre, Maastricht, Netherlands
- Department of Obstetrics and Gynecology, School for Oncology and Developmental Biology (GROW), Maastricht University Medical Center, Maastricht, Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands
| | - Mark Woodward
- The George Institute for Global Health, Imperial College London, London, UK
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Sanne A E Peters
- The George Institute for Global Health, Imperial College London, London, UK
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, Netherlands
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Yoshida Y, Chu S, Fox S, Zu Y, Lovre D, Denson JL, Miele L, Mauvais-Jarvis F. Sex differences in determinants of COVID-19 severe outcomes - findings from the National COVID Cohort Collaborative (N3C). BMC Infect Dis 2022; 22:784. [PMID: 36224551 PMCID: PMC9555705 DOI: 10.1186/s12879-022-07776-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 10/04/2022] [Accepted: 10/10/2022] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE The impact of comorbidities and biomarkers on COVID-19 severity vary by sex but have not yet been verified in population-based studies. We examined the association of comorbidities, inflammatory biomarkers, and severe outcomes in men and women hospitalized for COVID-19. DESIGN This is a retrospective cohort analysis based on the National COVID Cohort Collaborative (N3C). We included 574,391 adult patients admitted for COVID-19 at hospitals or emergency rooms between 01/01/2020 and 12/31/2021. METHODS We defined comorbidities at or before the first admission for COVID-19 by Charlson Comorbidity Index (CCI) and CCI components. We used the averaged lab values taken within 15 days before or after the admission date to measure biomarkers including c-reactive protein (CRP), ferritin, procalcitonin, N-terminal pro b-type natriuretic peptide (NT proBNP), d-dimer, absolute lymphocyte counts, absolute neutrophil counts, and platelets. Our primary outcome was all-cause mortality; secondary outcomes were invasive mechanical ventilation (IMV) and hospital length of stay (LOS). We used logistic regression adjusted for age, race, ethnicity, visit type, and medications to assess the association of comorbidities, biomarkers, and mortality disaggregating by sex. RESULTS Moderate to severe liver disease, renal disease, metastatic solid tumor, and myocardial infarction were the top four fatal comorbidities among patients who were hospitalized for COVID-19 (adjusted odds ratio [aOR] > 2). These four comorbid conditions remained the most lethal in both sexes, with a higher magnitude of risk in women than in men (p-interaction < 0.05). Abnormal elevations of CRP, ferritin, procalcitonin, NT proBNP, neutrophil, and platelet counts, and lymphocytopenia were significantly associated with the risk of death, with procalcitonin and NT proBNP as the strongest predictors (aOR > 2). The association between the abnormal biomarkers and death was stronger in women than in men (p-interaction < 0.05). CONCLUSION There are sex differences in inpatient mortality associated with comorbidities and biomarkers. The significant impact of these clinical determinants in women with COVID-19 may be underappreciated as previous studies stressed the increased death rate in male patients that is related to comorbidities or inflammation. Our study highlights the importance and the need for sex-disaggregated research to understand the risk factors of poor outcomes and health disparities in COVID-19.
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Affiliation(s)
- Yilin Yoshida
- Section of Endocrinology and Metabolism, Deming Department of Medicine, Tulane University School of Medicine, 1430 Tulane Ave. New Orleans, 70112, New Orleans, LA, USA.
| | - San Chu
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
| | - Sarah Fox
- School of Science and Engineering, Tulane University, New Orleans, LA, USA
| | - Yuanhao Zu
- Department of Biostatistics and Data Science, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Dragana Lovre
- Section of Endocrinology and Metabolism, Deming Department of Medicine, Tulane University School of Medicine, 1430 Tulane Ave. New Orleans, 70112, New Orleans, LA, USA
| | - Joshua L Denson
- Pulmonary and Critical Care, Deming Department of Medicine, Tulane University School of Medicine, New Orleans, LA, USA
| | - Lucio Miele
- Department of Genetics, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - Franck Mauvais-Jarvis
- Section of Endocrinology and Metabolism, Deming Department of Medicine, Tulane University School of Medicine, 1430 Tulane Ave. New Orleans, 70112, New Orleans, LA, USA
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Yoshida Y, Wang J, Zu Y. Sex differences in comorbidities and COVID-19 mortality-Report from the real-world data. Front Public Health 2022; 10:881660. [PMID: 36033801 PMCID: PMC9412184 DOI: 10.3389/fpubh.2022.881660] [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: 02/22/2022] [Accepted: 07/28/2022] [Indexed: 01/21/2023] Open
Abstract
Background The differential effect of comorbidities on COVID-19 severe outcomes by sex has not been fully evaluated. Objective To examine the association of major comorbidities and COVID-19 mortality in men and women separately. Methods We performed a retrospective cohort analysis using a large electronic health record (EHR) database in the U.S. We included adult patients with a clinical diagnosis of COVID-19 who also had necessary information on demographics and comorbidities from January 1, 2016 to October 31, 2021. We defined comorbidities by the Charlson Comorbidity Index (CCI) using ICD-10 codes at or before the COVID-19 diagnosis. We conducted logistic regressions to compare the risk of death associated with comorbidities stratifying by sex. Results A total of 121,342 patients were included in the final analysis. We found significant sex differences in the association between comorbidities and COVID-19 death. Specifically, moderate/severe liver disease, dementia, metastatic solid tumor, and heart failure and the increased number of comorbidities appeared to confer a greater magnitude of mortality risk in women compared to men. Conclusions Our study suggests sex differences in the effect of comorbidities on COVID-19 mortality and highlights the importance of implementing sex-specific preventive or treatment approaches in patients with COVID-19.
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Affiliation(s)
- Yilin Yoshida
- Section of Endocrinology and Metabolism, Deming Department of Medicine, Tulane University School of Medicine, New Orleans, LA, United States,*Correspondence: Yilin Yoshida
| | - Jia Wang
- Section of Endocrinology and Metabolism, Deming Department of Medicine, Tulane University School of Medicine, New Orleans, LA, United States
| | - Yuanhao Zu
- Department of Biostatistics and Data Science, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, United States
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10
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Lumish HS, Kim E, Selvaggi C, Cao T, Gupta A, Foulkes AS, Reilly MP. Biomarkers of Cardiac Injury, Renal Injury, and Inflammation Are Strong Mediators of Sex-Associated Death in COVID-19. Front Cardiovasc Med 2022; 9:809997. [PMID: 35548417 PMCID: PMC9081502 DOI: 10.3389/fcvm.2022.809997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 03/29/2022] [Indexed: 01/08/2023] Open
Abstract
BackgroundStudies examining outcomes among individuals with COronaVIrus Disease 2019 (COVID-19) have consistently demonstrated that men have worse outcomes than women, with a higher incidence of myocardial injury, respiratory failure, and death. However, mechanisms of higher morbidity and mortality among men remain poorly understood. We aimed to identify mediators of the relationship between sex and COVID-19-associated mortality.MethodsPatients hospitalized at two quaternary care facilities, New York Presbyterian Hospital (CUIMC/NYPH) and Massachusetts General Hospital (MGH), for SARS-CoV-2 infection between February and May 2020 were included. Five independent biomarkers were identified as mediators of sex effects, including high-sensitivity cardiac troponin T (hs-cTNT), high sensitivity C-reactive protein (hs-CRP), ferritin, D-dimer, and creatinine.ResultsIn the CUIMC/NYPH cohort (n = 2,626, 43% female), male sex was associated with significantly greater mortality (26 vs. 21%, p = 0.0146) and higher peak hs-cTNT, hs-CRP, ferritin, D-dimer, and creatinine (p < 0.001). The effect of male sex on the primary outcome of death was partially mediated by peak values of all five biomarkers, suggesting that each pathophysiological pathway may contribute to increased risk of death in men. Hs-cTnT, creatinine, and hs-CRP were the strongest mediators. Findings were highly consistent in the MGH cohort with the exception of D-dimer.ConclusionsThis study suggests that the effect of sex on COVID-19 outcomes is mediated by cardiac and kidney injury, as well as underlying differences in inflammation and iron metabolism. Exploration of these specific pathways may facilitate sex-directed diagnostic and therapeutic strategies for patients with COVID-19 and provides a framework for the study of sex differences in other complex diseases.
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Affiliation(s)
- Heidi S. Lumish
- Division of Cardiology, Columbia University, New York, NY, United States
- *Correspondence: Heidi S. Lumish
| | - Eunyoung Kim
- Division of Cardiology, Columbia University, New York, NY, United States
| | - Caitlin Selvaggi
- Biostatistics Center, Massachusetts General Hospital, Boston, MA, United States
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, United States
| | - Tingyi Cao
- Biostatistics Center, Massachusetts General Hospital, Boston, MA, United States
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, United States
| | - Aakriti Gupta
- Division of Interventional Cardiology, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Andrea S. Foulkes
- Biostatistics Center, Massachusetts General Hospital, Boston, MA, United States
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, United States
| | - Muredach P. Reilly
- Division of Cardiology, Columbia University, New York, NY, United States
- Irving Institute for Clinical and Translational Research, Columbia University, New York, NY, United States
- Muredach P. Reilly
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11
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Rezabakhsh A, Sadat‐Ebrahimi S, Ala A, Nabavi SM, Banach M, Ghaffari S. A close-up view of dynamic biomarkers in the setting of COVID-19: Striking focus on cardiovascular system. J Cell Mol Med 2022; 26:274-286. [PMID: 34894069 PMCID: PMC8743667 DOI: 10.1111/jcmm.17122] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 10/15/2021] [Accepted: 12/01/2021] [Indexed: 01/08/2023] Open
Abstract
Based on the recent reports, cardiovascular events encompass a large portion of the mortality caused by the COVID-19 pandemic, which drawn cardiologists into the management of the admitted ill patients. Given that common laboratory values may provide key insights into the illness caused by the life-threatening SARS-CoV-2 virus, it would be more helpful for screening, clinical management and on-time therapeutic strategies. Commensurate with these issues, this review article aimed to discuss the dynamic changes of the common laboratory parameters during COVID-19 and their association with cardiovascular diseases. Besides, the values that changed in the early stage of the disease were considered and monitored during the recovery process. The time required for returning biomarkers to basal levels was also discussed. Finally, of particular interest, we tended to abridge the latest updates regarding the cardiovascular biomarkers as prognostic and diagnostic criteria to determine the severity of COVID-19.
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Affiliation(s)
- Aysa Rezabakhsh
- Cardiovascular Research CenterTabriz University of Medical SciencesTabrizIran
| | | | - Alireza Ala
- Emergency Medicine Research TeamTabriz University of Medical SciencesTabrizIran
| | - Seyed Mohammad Nabavi
- Applied Biotechnology Research CenterBaqiyatallah University of Medical SciencesTehranIran
| | - Maciej Banach
- Department of Hypertension, Chair of Nephrology and HypertensionMedical University of LodzLodzPoland
- Polish Mother’s Memorial Hospital Research Institute (PMMHRI)LodzPoland
| | - Samad Ghaffari
- Cardiovascular Research CenterTabriz University of Medical SciencesTabrizIran
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12
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Megiorni F, Pontecorvi P, Gerini G, Anastasiadou E, Marchese C, Ceccarelli S. Sex-Related Factors in Cardiovascular Complications Associated to COVID-19. Biomolecules 2021; 12:biom12010021. [PMID: 35053169 PMCID: PMC8773922 DOI: 10.3390/biom12010021] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 12/17/2021] [Accepted: 12/22/2021] [Indexed: 12/15/2022] Open
Abstract
Coronavirus disease 2019 (COVID-19), the pandemic infection caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), presents with an extremely heterogeneous spectrum of symptoms and signs. The clinical manifestations seem to be correlated with disease severity. COVID-19 susceptibility and mortality show a significant sex imbalance, with men being more prone to infection and showing a higher rate of hospitalization and mortality compared to women. Such variability can be ascribed to both sex-related biological factors and gender-related behavioral cues. This review will discuss the potential mechanisms accounting for sex/gender influence in vulnerability to COVID-19. Cardiovascular diseases play a central role in determining COVID-19 outcome, whether they are pre-existent or arose upon infection. We will pay particular attention to the impact of sex and gender on cardiovascular manifestations related to COVID-19. Finally, we will discuss the sex-dependent variability in some biomarkers for the evaluation of COVID-19 infection and prognosis. The aim of this work is to highlight the significance of gendered medicine in setting up personalized programs for COVID-19 prevention, clinical evaluation and treatment.
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13
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Alali AH, Smaisem MS, Alsheikh AM, Alshareef AA, Smaisem FS, Alnahar BW, Hassouneh AK, Al-Tawfiq JA, Memish ZA. Myocardial injuries among patients with COVID-19: a systematic review. LE INFEZIONI IN MEDICINA 2021; 29:345-354. [PMID: 35146339 PMCID: PMC8805496 DOI: 10.53854/liim-2903-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Accepted: 07/15/2021] [Indexed: 12/15/2022]
Abstract
This is a systematic review of the literature specifically aimed to explore myocardial injury in coronavirus disease-19 (COVID-19) patients who were hospitalized with severe complicated infections. The medical literature was examined through the large medical databases, including Medline, Ovid, PubMed, and Embase, over the last year between January 2020 and May 2021. The search terms used were a combination of "myocardial injury" AND "COVID-19" AND "Hospitalization". Then we applied a step to filter the results to select original research articles only evaluating the myocardial injuries in severe COVID-19 hospitalized patients. Selected trials mentioned the type of myocardial injury detected with the infection. A total of 245 articles were extracted. Considering the exclusion of ineligible articles, 42 articles appeared. A total of 42 articles were eligible and were included in the review. These studies included a total of 4326 COVID-19 patients. The 30-day mortality was found to be associated with increased cardiac troponin and myocardial infarction could be a systemic reaction rather than the direct action of COVID-19. Patients with myocardial injury were significantly older and with co-morbid conditions. Studies also found a correlation of higher concentrations of cardiac enzymes with disease severity and increased in-hospital mortality. Myocardial injury was a significant predictor for severe COVID-19 infection and in-hospital mortality. Cardiac enzymes should be monitored in hospitalized patients with severe COVID-19 infections.
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Affiliation(s)
- Alaa Hasan Alali
- Internal Medicine and Infectious Diseases, King Saud Medical City, Riyadh, Saudi Arabia
| | | | | | | | | | | | - Amal Khalil Hassouneh
- Infectious diseases Clinical Pharmacist, King Saud Medical City, Riyadh, Saudi Arabia
| | - Jaffar A. Al-Tawfiq
- Specialty Internal Medicine and Quality Department, Johns Hopkins Aramco Healthcare, Dhahran, Saudi Arabia
- Infectious Disease Division, Indiana University School of Medicine, Indiana, USA
- Infectious Disease Division, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ziad A. Memish
- Research and Innovation Center, King Saud Medical City
- Faculty of Medicine, Alfaisal University, Riyadh, Saudi Arabia
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
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14
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Vadakedath S, Kandi V, Mohapatra RK, Pinnelli VBK, Yegurla RR, Shahapur PR, Godishala V, Natesan S, Vora KS, Sharun K, Tiwari R, Bilal M, Dhama K. Immunological aspects and gender bias during respiratory viral infections including novel Coronavirus disease-19 (COVID-19): A scoping review. J Med Virol 2021; 93:5295-5309. [PMID: 33990972 PMCID: PMC8242919 DOI: 10.1002/jmv.27081] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Revised: 04/19/2021] [Accepted: 05/10/2021] [Indexed: 02/06/2023]
Abstract
The human immune system is not adequately equipped to eliminate new microbes and could result in serious damage on first exposure. This is primarily attributed to the exaggerated immune response (inflammatory disease), which may prove detrimental to the host, as evidenced by SARS-CoV-2 infection. From the experiences of Novel Coronavirus Disease-19 to date, male patients are likely to suffer from high-intensity inflammation and disease severity than the female population. Hormones are considered the significant pillars of sex differences responsible for the discrepancy in immune response exhibited by males and females. Females appear to be better equipped to counter invading respiratory viral pathogens, including the novel SARS-CoV-2, than males. It can be hypothesized that females are more shielded from disease severity, probably owing to the diverse action/influence of estrogen and other sex hormones on both cellular (thymus-derived T lymphocytes) and humoral immunity (antibodies).
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Affiliation(s)
- Sabitha Vadakedath
- Department of BiochemistryPrathima Institute of Medical SciencesKarimnagarTelanganaIndia
| | - Venkataramana Kandi
- Department of MicrobiologyPrathima Institute of Medical SciencesKarimnagarTelanganaIndia
| | | | - Venkata B. K. Pinnelli
- Department of BiochemistryVydehi Institute of Medical Sciences and Research CentreBangaloreKarnatakaIndia
| | | | | | - Vikram Godishala
- Department of BiotechnologyGanapthi Degree CollegeParakalTelanganaIndia
| | - Senthilkumar Natesan
- Department of Infectious DiseasesIndian Institute of Public Health GandhinagarGanghinagarGujaratIndia
| | - Kranti S. Vora
- Department of Infectious DiseasesIndian Institute of Public Health GandhinagarGanghinagarGujaratIndia
| | - Khan Sharun
- Division of SurgeryICAR‐Indian Veterinary Research InstituteBareillyUttar PradeshIndia
| | - Ruchi Tiwari
- Department of Veterinary Microbiology and ImmunologyCollege of Veterinary Sciences, Uttar Pradesh Pandit Deen Dayal Upadhyaya Pashu Chikitsa Vigyan Vishwavidyalaya Evam Go Anusandhan Sansthan (DUVASU)MathuraIndia
| | - Muhammad Bilal
- School of Life Science and Food EngineeringHuaiyin Institute of TechnologyHuaianChina
| | - Kuldeep Dhama
- Division of PathologyICAR‐Indian Veterinary Research InstituteBareillyUttar PradeshIndia
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