1
|
Namayandeh SM, Dehghan H, Lotfi MH, Khajehaminian MR, Hosseini S, Bahrevar V, Jarrahi A, Majidpour F. Clinical courses of 24,563 hospitalized COVID-19 patients during the first 12 months of the pandemic in the Central City of Iran. Sci Rep 2023; 13:6521. [PMID: 37085530 PMCID: PMC10119518 DOI: 10.1038/s41598-023-32292-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 03/25/2023] [Indexed: 04/23/2023] Open
Abstract
This study was designed and implemented to analyze and establish documents related to the above cases in the first to third COVID-19 epidemic waves for the use of researchers and doctors during and after the epidemic. The current case series study was conducted on 24,563 thousand hospitalized COVID-19 patients by examining their clinical characteristics within a one-year period from the beginning of the pandemic on 02.22.2020 to 02.14.2021, which included the first to the third waves, based on gender and severity of COVID-19. The mean age of the participants was 56 ± 20.71, and 51.8% were male. Out of a total of 24,563 thousand hospitalized COVID-19 patients until February 2021, there were 2185 mortalities (9.8%) and 2559 cases of severe COVID-19 (13.1%). The median length of hospitalization from the time of admission to discharge or death in the hospital (IQR: 13-41) was estimated to be 21 days. The rate of hospital mortality was higher in severe (37.8%) than in non-severe (4.8%) cases of COVID-19, While the risk of severe cases increased significantly in the third (HR = 1.65, 95% CI: 1.46-1.87, P < 0.001) and early fourth waves (HR = 2.145, 95% CI: 1.7-2.71, P < 0.001). Also, the risk of contracting severe COVID-19 increased significantly in patients aged ≥ 65 years old (HR = 2.1, 95% CI 1.1.93-2.72, P < 0.001). As shown by the results, the rates of hospital mortality (9.3% vs. 8.5%) and severe cases of COVID-19 (13.6% vs. 12.5%) were higher among men than women (P < 0.01). In our study, the mortality rate and severity of COVID-19 were within the scope of global studies. Men experienced higher severity and mortality than women. The was a significantly higher prevalence of old age and underlying diseases in individuals with severe COVID-19. Our data also showed that patients with a previous history of COVID-19 had a more severe experience of COVID-19, while most of these patients were also significantly older and had an underlying disease.
Collapse
Affiliation(s)
- Seyedeh Mahideh Namayandeh
- Clinical Research Development Center, Afshar Hospital, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - HamidReza Dehghan
- Research Center for Health Technology Assessment and Medical Informatics, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Mohammad Hassan Lotfi
- Center for Healthcare Data Modeling, Department of Biostatistics and Epidemiology, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Mohammad Reza Khajehaminian
- Department of Health in Emergency and Disaster, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Saeed Hosseini
- Center for Healthcare Data Modeling, Department of Biostatistics and Epidemiology, School of Public Health, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Vali Bahrevar
- Department of Health Education & Health Promotion, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - AliAkbar Jarrahi
- Deputy for Treatment, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Fatemeh Majidpour
- Clinical Research Development Center, Afshar Hospital, Shahid Sadoughi University of Medical Sciences, Yazd, Iran.
| |
Collapse
|
2
|
Prijić A, Gazibara T, Prijić S, Mandić-Rajčević S, Maksimović N. Factors Associated with the Antibiotic Treatment of Children Hospitalized for COVID-19 during the Lockdown in Serbia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15590. [PMID: 36497665 PMCID: PMC9737727 DOI: 10.3390/ijerph192315590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 11/19/2022] [Accepted: 11/21/2022] [Indexed: 06/17/2023]
Abstract
Unselective use of antibiotics to treat children with COVID-19 is one of the major issues during the pandemic in Serbia. Thus far, there has been no evidence about the predictors of multiple antibiotic use in the treatment of children with COVID-19. The purpose of this study was to assess the prevalence of antibiotic use, as well as to examine demographic and clinical factors associated with a greater number of antibiotics and with a longer antibiotic treatment administered to hospitalized children with COVID-19 during the lockdown in Serbia. This study included all children who were hospitalized from 6 March to 31 May 2020 at the only pediatric COVID-19 hospital, and who were confirmed to have SARS-CoV-2 infection. Demographic, clinical, and laboratory data were collected from medical records. The antibiotic treatment included the use of azithromycin, cephalosporin (ceftriaxone), ampicillin-amikacin, and hydroxychloroquine. The overall prevalence of antibiotics use in children hospitalized with COVID-19 regardless of age was 47.2% (43.3% in children aged 1-5 years and 44.4% in those aged 5-17 years). In children aged 1-5 years, not having a family member affected by COVID-19 (B = -1.38, 95% confidence interval [CI] -2.43, -0.34, p = 0.011), having pneumonia on chest X-ray (B = 0.81, 95%CI 0.34, 1.29, p = 0.002), being a boy (B = -0.65, 95%CI -1.17, -0.13, p = 0.018), and having higher C-reactive protein (CRP) values on admission (B = 0.12, 95%CI 0.07, 0.17, p = 0.001) were associated with the administration of a higher number of antibiotics. These factors, along with having fever (B = 3.20, 95%CI 1.03, 5.37, p = 0.006), were associated with a longer duration of antibiotic treatment in children aged 1-5 years. In children aged 5-17 years, having pharyngeal erythema (B = 1.37, 95%CI 0.61, 2.13, p = 0.001), fever (B = 0.43, 95%CI 0.07, 0.79, p = 0.018), and pneumonia on chest X-ray (B = 0.91, 95%CI 0.53, 1.29, p = 0.001), not having rhinorrhea (B = -1.27, 95%CI -2.47, -0.08, p = 0.037), being a girl (B = 0.52, 95%CI 0.08, 0.97, p = 0.021), and having higher CRP values on admission (B = 0.04, 95%CI 0.01, 0.06, p = 0.006) were associated with the administration of a higher number of antibiotics. These factors, not including the absence of rhinorrhea, were associated with a longer duration of antibiotics treatment in children aged 5-17 years. Demographic, epidemiological, clinical, and laboratory parameters were associated with the use of multiple antibiotics and a longer duration of antibiotic treatment both among children aged 1-5 years and those aged 5-17 years.
Collapse
Affiliation(s)
- Andreja Prijić
- Children’s Hospital for Lung Diseases and Tuberculosis, University Clinical Hospital Center “Dr Dragiša Mišović–Dedinje”, 11000 Belgrade, Serbia
| | - Tatjana Gazibara
- Institute of Epidemiology, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Sergej Prijić
- Mother and Child Health Institute of Serbia “Dr Vukan Čupić”, 11000 Belgrade, Serbia
| | - Stefan Mandić-Rajčević
- Institute of Social Medicine, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Nataša Maksimović
- Institute of Epidemiology, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| |
Collapse
|
3
|
Gurbani N, Acosta-Sorensen M, Díaz-Pérez D, Figueira-Goncalves JM, Ramallo-Fariña Y, Trujillo-Castilla JL. Clinical outcomes and lung ultrasound findings in COVID-19 follow up: Calm comes after the storm? Respir Med Res 2022; 82:100907. [PMID: 35870365 PMCID: PMC9299820 DOI: 10.1016/j.resmer.2022.100907] [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: 09/09/2021] [Revised: 03/09/2022] [Accepted: 03/10/2022] [Indexed: 12/01/2022]
Abstract
INTRODUCTION There is still an undiscovered territory about the sequelae and lung ultrasound (LUS) findings after SARS-CoV2 acute infection. This study aims to investigate the post-COVID period from a clinical, psychosocial, and radiological point of view, analyze LUS on COVID-19 follow-up and detect whether these outcomes are related to the patient situation. METHODS We conducted an observational study on patients diagnosed with SARS-CoV2 pneumonia and admitted to the University Hospital of La Candelaria (Tenerife, Spain) from 1st March to 31st August 2020. We performed a descriptive analysis on post-COVID manifestations, LUS score, health-related quality of life measured through the Euroqol 5D-5L questionnaire, and lung function parameters on follow-up, and we compared these variables to the outcomes during the hospital admission. RESULTS 77 patients were included; the mean age was 57 years and the follow-up mean time from hospital discharge was 16 weeks. 87% of the cases had symptoms on follow-up, the most common was dyspnea (65%); these manifestations were more frequent in females (p = 0,015). 76,5% of the cases had lung aeration alteration in LUS on follow-up; lower PaO2/FiO2 and greater CRP and IL-6 levels on admission were related to LUS score ≥1. CONCLUSIONS Almost 90% of the patients had persistent symptoms after 16 weeks of hospital discharge due to COVID-19, the most common manifestation presented was dyspnea. Altered lung aeration pattern in LUS was observed on more than 70% of the patients on follow-up.
Collapse
Affiliation(s)
- Nikita Gurbani
- Respiratory Medicine and Thoracic Surgery Department, Guy's and St Thomas NHS Foundation Trust, University Hospital Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain.
| | - Marco Acosta-Sorensen
- Respiratory Medicine and Thoracic Surgery Department, Guy's and St Thomas NHS Foundation Trust, University Hospital Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
| | - David Díaz-Pérez
- Respiratory Medicine and Thoracic Surgery Department, Guy's and St Thomas NHS Foundation Trust, University Hospital Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
| | - Juan Marco Figueira-Goncalves
- Respiratory Medicine and Thoracic Surgery Department, Guy's and St Thomas NHS Foundation Trust, University Hospital Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain; Instituto Universitario de Enfermedades Tropicales y Salud Publica de Canarias, Universidad de La Laguna, Santa Cruz de Tenerife, Spain
| | - Yolanda Ramallo-Fariña
- Canary Islands Health Research Institute Foundation (FIISC), Tenerife, ES, Spain; Research Network on Health Services in Chronic Diseases (REDISSEC), ES, Madrid, Spain
| | - José Luis Trujillo-Castilla
- Respiratory Medicine and Thoracic Surgery Department, Guy's and St Thomas NHS Foundation Trust, University Hospital Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
| |
Collapse
|
4
|
Arnold CG, Libby A, Vest A, Hopkinson A, Monte AA. Immune mechanisms associated with sex-based differences in severe COVID-19 clinical outcomes. Biol Sex Differ 2022; 13:7. [PMID: 35246245 PMCID: PMC8894555 DOI: 10.1186/s13293-022-00417-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 02/22/2022] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Although biological males and females are equally likely to become infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), evidence has mounted that males experience higher severity and fatality compared to females. MAIN: The objective of this review is to examine the existing literature on biological mechanisms underlying sex-based differences that could contribute to SARS-CoV-2 infection clinical outcomes. Sex-based differences in immunologic response and hormonal expression help explain the differences in coronavirus disease 2019 (COVID-19) outcomes observed in biological males and females. X inactivation facilitates a robust immune response to COVID-19 in females, who demonstrate a more profound antibody response and faster recovery when compared to males. Low testosterone levels also help explain the dysregulated inflammatory response and poor outcomes observed in some males with COVID-19. Gender differences in health expression and behaviors further compound these observed differences. CONCLUSION Understanding the biology of sex-based differences in COVID-19 severity and mortality could help inform preventative measures, treatment decisions, and development of personalized, sex-specific therapies.
Collapse
Affiliation(s)
- Cosby G. Arnold
- Department of Emergency Medicine, University of Colorado-Anschutz Medical Campus, 12401 East 17th Avenue, 7th Floor, Aurora, CO 80045 USA
| | - Anne Libby
- Department of Emergency Medicine, University of Colorado-Anschutz Medical Campus, 12401 East 17th Avenue, 7th Floor, Aurora, CO 80045 USA
| | - Alexis Vest
- Department of Emergency Medicine, University of Colorado-Anschutz Medical Campus, 12401 East 17th Avenue, 7th Floor, Aurora, CO 80045 USA
| | - Andrew Hopkinson
- Department of Emergency Medicine, University of Colorado-Anschutz Medical Campus, 12401 East 17th Avenue, 7th Floor, Aurora, CO 80045 USA
| | - Andrew A. Monte
- Department of Emergency Medicine, University of Colorado-Anschutz Medical Campus, 12401 East 17th Avenue, 7th Floor, Aurora, CO 80045 USA
| |
Collapse
|
5
|
Danielsen AC, Lee KM, Boulicault M, Rushovich T, Gompers A, Tarrant A, Reiches M, Shattuck-Heidorn H, Miratrix LW, Richardson SS. Sex disparities in COVID-19 outcomes in the United States: Quantifying and contextualizing variation. Soc Sci Med 2022; 294:114716. [PMID: 35042136 PMCID: PMC8743486 DOI: 10.1016/j.socscimed.2022.114716] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 01/01/2022] [Accepted: 01/08/2022] [Indexed: 12/26/2022]
Abstract
This paper presents the first longitudinal study of sex disparities in COVID-19 cases and mortalities across U.S. states, derived from the unique 13-month dataset of the U.S. Gender/Sex COVID-19 Data Tracker. To analyze sex disparities, weekly case and mortality rates by sex and mortality rate ratios were computed for each U.S. state, and a multilevel crossed-effects conditional logistic binomial regression model was fitted to estimate the variation of the sex disparity in mortality over time and across states. Results demonstrate considerable variation in the sex disparity in COVID-19 cases and mortalities over time and between states. These data suggest that the sex disparity, when present, is modest, and likely varies in relation to context-sensitive variables, which may include health behaviors, preexisting health status, occupation, race/ethnicity, and other markers of social experience.
Collapse
Affiliation(s)
| | - Katharine Mn Lee
- Division of Public Health Sciences, Washington University in St. Louis School of Medicine, 660 S. Euclid Ave, Campus Box 8100, St. Louis, MO, 63110, USA
| | - Marion Boulicault
- Department of Linguistics and Philosophy, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA; Department of Philosophy, University of Adelaide, 259 North Terrace, Adelaide, SA, 5000, Australia
| | - Tamara Rushovich
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
| | - Annika Gompers
- Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA, 02215, USA
| | - Amelia Tarrant
- Department of Human Evolutionary Biology, Harvard University, 11 Divinity Avenue, Cambridge, MA, 02138, USA
| | - Meredith Reiches
- Department of Anthropology, University of Massachusetts Boston, 100 Morrissey Blvd, Boston, MA, 02125, USA
| | - Heather Shattuck-Heidorn
- Women and Gender Studies, University of Southern Maine, 94 Bedford Street, Portland, ME, 04102, USA
| | - Luke W Miratrix
- Harvard Graduate School of Education, 13 Appian Way, Cambridge, MA, 02138, USA
| | - Sarah S Richardson
- Department of the History of Science, Harvard University, 1 Oxford St, Cambridge, MA, 02138, USA; Committee on Degrees in Studies of Women, Gender, and Sexuality, Harvard University, Boylston Hall, Cambridge, MA, 02138, USA
| |
Collapse
|
6
|
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.
Collapse
|
7
|
Leach DA, Brooke GN, Bevan CL. Roles of steroid receptors in the lung and COVID-19. Essays Biochem 2021; 65:1025-1038. [PMID: 34328182 PMCID: PMC8628186 DOI: 10.1042/ebc20210005] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 06/13/2021] [Accepted: 06/23/2021] [Indexed: 12/15/2022]
Abstract
COVID-19 symptoms and mortality are largely due to its devastating effects in the lungs. The disease is caused by the SARS (Severe Acute Respiratory Syndrome)-CoV-2 coronavirus, which requires host cell proteins such as ACE2 (angiotensin-converting enzyme 2) and TMPRSS2 (transmembrane serine protease 2) for infection of lung epithelia. The expression and function of the steroid hormone receptor family is important in many aspects that impact on COVID-19 effects in the lung - notably lung development and function, the immune system, and expression of TMPRSS2 and ACE2. This review provides a brief summary of current knowledge on the roles of the steroid hormone receptors [androgen receptor (AR), glucocorticoid receptor (GR), progesterone receptor (PR), mineralocorticoid receptor (MR) and oestrogen receptor (ER)] in the lung, their effects on host cell proteins that facilitate SARS-CoV-2 uptake, and provides a snapshot of current clinical trials investigating the use of steroid receptor (SR) ligands to treat COVID-19.
Collapse
Affiliation(s)
- Damien A. Leach
- Division of Cancer, Imperial Centre for Translational and Experimental Medicine, Imperial College London, Hammersmith Hospital Campus, London W12 0NN, U.K
| | - Greg N. Brooke
- Division of Cancer, Imperial Centre for Translational and Experimental Medicine, Imperial College London, Hammersmith Hospital Campus, London W12 0NN, U.K
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, Essex CO4 3SQ, U.K
| | - Charlotte L. Bevan
- Division of Cancer, Imperial Centre for Translational and Experimental Medicine, Imperial College London, Hammersmith Hospital Campus, London W12 0NN, U.K
| |
Collapse
|
8
|
Pagano MT, Peruzzu D, Busani L, Pierdominici M, Ruggieri A, Antinori A, D'Offizi G, Petrosillo N, Palmieri F, Piselli P, Cicalini S, Notari S, Nicastri E, Agrati C, Ippolito G, Vaia F, Gagliardi MC, Capobianchi MR, Ortona E. Predicting respiratory failure in patients infected by SARS-CoV-2 by admission sex-specific biomarkers. Biol Sex Differ 2021; 12:63. [PMID: 34809704 PMCID: PMC8607227 DOI: 10.1186/s13293-021-00407-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 11/09/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Several biomarkers have been identified to predict the outcome of COVID-19 severity, but few data are available regarding sex differences in their predictive role. Aim of this study was to identify sex-specific biomarkers of severity and progression of acute respiratory distress syndrome (ARDS) in COVID-19. METHODS Plasma levels of sex hormones (testosterone and 17β-estradiol), sex-hormone dependent circulating molecules (ACE2 and Angiotensin1-7) and other known biomarkers for COVID-19 severity were measured in male and female COVID-19 patients at admission to hospital. The association of plasma biomarker levels with ARDS severity at admission and with the occurrence of respiratory deterioration during hospitalization was analysed in aggregated and sex disaggregated form. RESULTS Our data show that some biomarkers could be predictive both for males and female patients and others only for one sex. Angiotensin1-7 plasma levels and neutrophil count predicted the outcome of ARDS only in females, whereas testosterone plasma levels and lymphocytes counts only in males. CONCLUSIONS Sex is a biological variable affecting the choice of the correct biomarker that might predict worsening of COVID-19 to severe respiratory failure. The definition of sex specific biomarkers can be useful to alert patients to be safely discharged versus those who need respiratory monitoring.
Collapse
Affiliation(s)
- Maria Teresa Pagano
- Centro di Riferimento per la Medicina di Genere, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161, Rome, Italy
| | - Daniela Peruzzu
- Centro di Riferimento per la Medicina di Genere, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161, Rome, Italy
| | - Luca Busani
- Centro di Riferimento per la Medicina di Genere, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161, Rome, Italy
| | - Marina Pierdominici
- Centro di Riferimento per la Medicina di Genere, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161, Rome, Italy
| | - Anna Ruggieri
- Centro di Riferimento per la Medicina di Genere, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161, Rome, Italy
| | - Andrea Antinori
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Gianpiero D'Offizi
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Nicola Petrosillo
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Fabrizio Palmieri
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Pierluca Piselli
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Stefania Cicalini
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Stefania Notari
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Emanuele Nicastri
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Chiara Agrati
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Giuseppe Ippolito
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Francesco Vaia
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Maria Cristina Gagliardi
- Centro di Riferimento per la Medicina di Genere, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161, Rome, Italy.
| | - Maria Rosaria Capobianchi
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IRCCS), Via Portuense 292, Rome, Italy
| | - Elena Ortona
- Centro di Riferimento per la Medicina di Genere, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161, Rome, Italy
| |
Collapse
|
9
|
Vassallo A, Shajahan S, Harris K, Hallam L, Hockham C, Womersley K, Woodward M, Sheel M. Sex and Gender in COVID-19 Vaccine Research: Substantial Evidence Gaps Remain. Front Glob Womens Health 2021; 2:761511. [PMID: 34816252 PMCID: PMC8593988 DOI: 10.3389/fgwh.2021.761511] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 10/08/2021] [Indexed: 12/22/2022] Open
Abstract
Since the start of the COVID-19 pandemic there has been a global call for sex/gender-disaggregated data to be made available, which has uncovered important findings about COVID-19 testing, incidence, severity, hospitalisations, and deaths. This mini review scopes the evidence base for efficacy, effectiveness, and safety of COVID-19 vaccines from both experimental and observational research, and asks whether (1) women and men were equally recruited and represented in vaccine research, (2) the outcomes of studies were presented or analysed by sex and/or gender, and (3) there is evidence of sex and/or gender differences in outcomes. Following a PubMed search, 41 articles were eligible for inclusion, including seven randomised controlled trials (RCTs), 11 cohort studies, eight cross-sectional surveys, eight routine surveillance studies, and seven case series. Overall, the RCTs contained equal representation of women and men; however, the observational studies contained a higher percentage of women. Of 10 studies with efficacy data, only three (30%) presented sex/gender-disaggregated results. Safety data was included in 35 studies and only 12 (34%) of these presented data by sex/gender. For those that did present disaggregated data, overall, the majority of participants reporting adverse events were women. There is a paucity of reporting and analysis of COVID-19 vaccine data by sex/gender. Research should be designed in a gender-sensitive way to present and, where possible analyse, data by sex/gender to ensure that there is a robust and specific evidence base of efficacy and safety data to assist in building public confidence and promote high vaccine coverage.
Collapse
Affiliation(s)
- Amy Vassallo
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Sultana Shajahan
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Katie Harris
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Laura Hallam
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Carinna Hockham
- The George Institute for Global Health, School of Public Health, Imperial College London, London, United Kingdom
| | - Kate Womersley
- The George Institute for Global Health, School of Public Health, Imperial College London, London, United Kingdom
- University of Edinburgh, NHS Lothian, Edinburgh, United Kingdom
| | - Mark Woodward
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
- The George Institute for Global Health, School of Public Health, Imperial College London, London, United Kingdom
| | - Meru Sheel
- National Centre for Epidemiology and Population Health, Research School of Population Health, ANU College of Health and Medicine, Australian National University, Canberra, ACT, Australia
| |
Collapse
|
10
|
Huffman A, Masci AM, Zheng J, Sanati N, Brunson T, Wu G, He Y. CIDO ontology updates and secondary analysis of host responses to COVID-19 infection based on ImmPort reports and literature. J Biomed Semantics 2021; 12:18. [PMID: 34454610 PMCID: PMC8400831 DOI: 10.1186/s13326-021-00250-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 08/05/2021] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND With COVID-19 still in its pandemic stage, extensive research has generated increasing amounts of data and knowledge. As many studies are published within a short span of time, we often lose an integrative and comprehensive picture of host-coronavirus interaction (HCI) mechanisms. As of early April 2021, the ImmPort database has stored 7 studies (with 6 having details) that cover topics including molecular immune signatures, epitopes, and sex differences in terms of mortality in COVID-19 patients. The Coronavirus Infectious Disease Ontology (CIDO) represents basic HCI information. We hypothesize that the CIDO can be used as the platform to represent newly recorded information from ImmPort leading the reinforcement of CIDO. METHODS The CIDO was used as the semantic platform for logically modeling and representing newly identified knowledge reported in the 6 ImmPort studies. A recursive eXtensible Ontology Development (XOD) strategy was established to support the CIDO representation and enhancement. Secondary data analysis was also performed to analyze different aspects of the HCI from these ImmPort studies and other related literature reports. RESULTS The topics covered by the 6 ImmPort papers were identified to overlap with existing CIDO representation. SARS-CoV-2 viral S protein related HCI knowledge was emphasized for CIDO modeling, including its binding with ACE2, mutations causing different variants, and epitope homology by comparison with other coronavirus S proteins. Different types of cytokine signatures were also identified and added to CIDO. Our secondary analysis of two cohort COVID-19 studies with cytokine panel detection found that a total of 11 cytokines were up-regulated in female patients after infection and 8 cytokines in male patients. These sex-specific gene responses were newly modeled and represented in CIDO. A new DL query was generated to demonstrate the benefits of such integrative ontology representation. Furthermore, IL-10 signaling pathway was found to be statistically significant for both male patients and female patients. CONCLUSION Using the recursive XOD strategy, six new ImmPort COVID-19 studies were systematically reviewed, the results were modeled and represented in CIDO, leading to the enhancement of CIDO. The enhanced ontology and further seconary analysis supported more comprehensive understanding of the molecular mechanism of host responses to COVID-19 infection.
Collapse
Affiliation(s)
- Anthony Huffman
- Department of Computational Medicine and Biology, University of Michigan, Ann Arbor, MI 48109 USA
| | - Anna Maria Masci
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC 27710 USA
- Office of Data Science, National Institute of Environmental Health Sciences, 530 Davis Drive, Research Triangle Park, NC 27560 USA
| | - Jie Zheng
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104 USA
| | - Nasim Sanati
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health and Science University, Portland, OR 97239 USA
| | - Timothy Brunson
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health and Science University, Portland, OR 97239 USA
| | - Guanming Wu
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health and Science University, Portland, OR 97239 USA
| | - Yongqun He
- Department of Computational Medicine and Biology, University of Michigan, Ann Arbor, MI 48109 USA
- Unit for Laboratory Animal Medicine, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI 48109 USA
- Center for Computational Medicine and Biology, University of Michigan, Ann Arbor, MI 48109 USA
| |
Collapse
|
11
|
Berdahl CT, Nguyen AT, Diniz MA, Henreid AJ, Nuckols TK, Libby CP, Pevnick JM. Using body temperature and variables commonly available in the EHR to predict acute infection: a proof-of-concept study showing improved pretest probability estimates for acute COVID-19 infection among discharged emergency department patients. ACTA ACUST UNITED AC 2021; 8:450-457. [PMID: 34187134 DOI: 10.1515/dx-2021-0020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 05/07/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Obtaining body temperature is a quick and easy method to screen for acute infection such as COVID-19. Currently, the predictive value of body temperature for acute infection is inhibited by failure to account for other readily available variables that affect temperature values. In this proof-of-concept study, we sought to improve COVID-19 pretest probability estimation by incorporating covariates known to be associated with body temperature, including patient age, sex, comorbidities, month, and time of day. METHODS For patients discharged from an academic hospital emergency department after testing for COVID-19 in March and April of 2020, we abstracted clinical data. We reviewed physician documentation to retrospectively generate estimates of pretest probability for COVID-19. Using patients' COVID-19 PCR test results as a gold standard, we compared AUCs of logistic regression models predicting COVID-19 positivity that used: (1) body temperature alone; (2) body temperature and pretest probability; (3) body temperature, pretest probability, and body temperature-relevant covariates. Calibration plots and bootstrap validation were used to assess predictive performance for model #3. RESULTS Data from 117 patients were included. The models' AUCs were: (1) 0.69 (2) 0.72, and (3) 0.76, respectively. The absolute difference in AUC was 0.029 (95% CI -0.057 to 0.114, p=0.25) between model 2 and 1 and 0.038 (95% CI -0.021 to 0.097, p=0.10) between model 3 and 2. CONCLUSIONS By incorporating covariates known to affect body temperature, we demonstrated improved pretest probability estimates of acute COVID-19 infection. Future work should be undertaken to further develop and validate our model in a larger, multi-institutional sample.
Collapse
Affiliation(s)
| | - An T Nguyen
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | | | | | | | | | | |
Collapse
|
12
|
Abstract
Abstract
Objective: The COVID 19 pandemic has been the biggest health problem in the last 2 years, exerting huge pressure on the global healthcare system. Studies showed a predisposition in men to develop more severe forms, with a higher mortality rate, in comparison to women. Also, men infected with SARS CoV2 would be at higher risk of hospitalization in acute intensive care units (ICU) with complications that could lead to death
Methods: We conducted a retrospective cross-sectional study that included 177 hospitalized patients in a time frame of 18 months with SARS CoV2 infection confirmed by RT PCR testing in the Pneumology Department of the Clinical Hospital of Pneumophtisiology of Constanta, Romania. The information needed to conduct the study was gathered from the patient’s general clinical observation sheet and included: the smoker/ non-smoker status of the patient, age, symptoms associated with COVID19 infection, biological data, form of disease, treatment administered during hospitalization.
Results: The study group included 177 patients, 42% of whom were women (82) and 54% were men (95), suggesting a higher incidence of SARS CoV2 infection in males. The most dominant symptom was cough in 62% cases of women and 56% cases of men. Females had a higher incidence of anosmia (11%) and ageusia (2%) compared to males (anosmia, ageuzia-1%). A higher predominance of women developing moderate forms compared to males. Severe forms were found in 22% of cases in women and 23% in men.
Conclusions: It is inconclusive if male patients show a more severe evolution of COVID19 infection compared to females. Women have shown a predisposition to symptoms such as ageusia, anosmia and a more severe inflammatory syndrome
Collapse
|