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Rodriguez-Idiazabal L, Quintana JM, Garcia-Asensio J, Legarreta MJ, Larrea N, Barrio I. Clinically meaningful phenotypes among SARS-CoV-2 reinfections: Informing prevention strategies for future pandemics. Prev Med 2025; 193:108259. [PMID: 40064450 DOI: 10.1016/j.ypmed.2025.108259] [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: 12/13/2024] [Revised: 03/04/2025] [Accepted: 03/05/2025] [Indexed: 03/16/2025]
Abstract
OBJECTIVE Rapidly phenotyping patients can inform public health action plans in new pandemics. This study aimed to derive meaningful SARS-CoV-2 reinfected patients' phenotypes based on easily-available patient data and explore key epidemiological factors of reinfections. METHODS We conducted a retrospective study of a cohort of SARS-CoV-2 reinfected adults from the Basque Country between January 1, 2021 and January 9, 2022. Phenotypes were defined in an unsupervised manner with clustering algorithms, incorporating variables like age, Charlson score, vaccination status and pre-existing treatments and comorbidities. Subsequently, clinical characteristics of phenotypes were compared, and their behavioral differences were evaluated through generalized additive models. Finally, their association with clinical outcomes was assessed. RESULTS Four phenotypes were identified, which subsequently had a direct relationship with the risk levels for severe COVID-19 outcomes. The highest-risk group, phenotype 4, consisted of older adults -76 years, [62-85] (Median, [Interquartile range])- with multiple comorbidities and extensive baseline medication use. Phenotype 3 was slightly younger -64 years, [58-77]- but presented very low Charlson scores and few comorbidities, representing an intermediate-risk group. Phenotypes 1 and 2 were younger and healthier adults with similar clinical profiles. However, phenotype 1 showed a less protective attitude, with a higher rate of unvaccinated patients and shorter time intervals between infections. CONCLUSIONS We were able to classify reinfected patients into four distinct groups based on easily available variables, and these phenotypes had a direct relationship with COVID-19 clinical outcomes. Thus, rapidly phenotyping infected individuals can serve as a preventive public health strategy during new pandemics.
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Affiliation(s)
- Lander Rodriguez-Idiazabal
- Department of Mathematics, University of the Basque Country UPV/EHU, Leioa, Basque Country, Spain; Applied Statistics Group, Basque Centre for Applied Mathematics (BCAM), Bilbao, Basque Country, Spain; Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain; Biosistemak Institute for Health Systems Research, Barakaldo, Basque Country, Spain.
| | - Jose M Quintana
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain; Biosistemak Institute for Health Systems Research, Barakaldo, Basque Country, Spain; Research Unit, Galdakao-Usansolo University Hospital, Osakidetza Basque Health Service, Galdakao, Basque Country, Spain; Health Service Research Network on Chronic Diseases (REDISSEC), Bilbao, Basque Country, Spain.
| | - Julia Garcia-Asensio
- Office of Healthcare Planning, Organization and Evaluation, Basque Government Department of Health, Basque Country, Spain.
| | - Maria Jose Legarreta
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain; Biosistemak Institute for Health Systems Research, Barakaldo, Basque Country, Spain; Research Unit, Galdakao-Usansolo University Hospital, Osakidetza Basque Health Service, Galdakao, Basque Country, Spain; Health Service Research Network on Chronic Diseases (REDISSEC), Bilbao, Basque Country, Spain.
| | - Nere Larrea
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Spain; Biosistemak Institute for Health Systems Research, Barakaldo, Basque Country, Spain; Research Unit, Galdakao-Usansolo University Hospital, Osakidetza Basque Health Service, Galdakao, Basque Country, Spain; Health Service Research Network on Chronic Diseases (REDISSEC), Bilbao, Basque Country, Spain.
| | - Irantzu Barrio
- Department of Mathematics, University of the Basque Country UPV/EHU, Leioa, Basque Country, Spain; Applied Statistics Group, Basque Centre for Applied Mathematics (BCAM), Bilbao, Basque Country, Spain.
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Sikiru NA, Al-Mustapha AI, Oyewo M, Sani BS, Habibah A, Alikinla MM, Elelu N. A cross-sectional survey of COVID-19 testing status among vaccine recipients in Gombe State, North-Eastern Nigeria. BMC Public Health 2025; 25:1153. [PMID: 40140785 PMCID: PMC11948782 DOI: 10.1186/s12889-025-22311-4] [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: 10/24/2023] [Accepted: 03/12/2025] [Indexed: 03/28/2025] Open
Abstract
The COVID-19 testing status and vaccine acceptance are two key components of any COVID-19 control program as they are important in evaluating the prevalence of the disease as well as curbing the spread of the SARS-CoV-2, the causative agent of COVID-19. Hence, the aim of this study was to conduct a non-probability cross-sectional survey of COVID-19 vaccine recipients in Gombe State to determine their testing status and socio-demographic profiles. A total of 872 vaccine recipients were included in this study. The descriptive analysis revealed that the median age group was 30-39 years. More than half (57.7%, n = 503) of the study participants earned 50,000 Naira or less and approximately 51% of the vaccine recipients (n = 444) had tertiary education. Approximately one-third (35.1%, n = 306/872) of the study participants have been previously screened for SARS-CoV-2 and the COVID-19 positivity rate among them was 6.9% (n = 21/306). Some 108 (18.2%) persons reported Adverse Event Following Immunization (AEFI). The multivariable logistic regression analysis revealed that the age [30-39 years, (OR: 1.76; 95% CI: 1.13, 2.74; p = 0.041)], monthly income [150,000 naira and above (OR: 10.43; 95% CI: 2.22, 21.88; p < 0.001)], and background [health-related, (OR: 6.30; 95% CI: 4.35, 9.13; p = 0.01)] of the vaccine recipients was significantly associated with the COVID-19 testing status. The COVID-19 testing status of vaccine recipients is low. Hence, mass COVID-19 screening strategies should be implemented together with improved vaccine advocacy to focus on vaccine safety and efficacy.
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Affiliation(s)
- Nafisah Ayinde Sikiru
- University Health Services Department, Federal University, Kashere, Gombe State, Nigeria.
| | - Ahmad Ibrahim Al-Mustapha
- Department of Veterinary Public Health and Preventive Medicine, Faculty of Veterinary Medicine, University of Ibadan, Ibadan, Oyo State, Nigeria
- Department of Food Hygiene and Environmental Health, Faculty of Veterinary Medicine, University of Helsinki, Helsinki, Finland
- Department of Veterinary Services, Ministry of Agriculture and Rural Development, Ilorin, Kwara State, Nigeria
| | - Muftau Oyewo
- Department of Veterinary Services, Ministry of Agriculture and Rural Development, Ilorin, Kwara State, Nigeria
- Nigerian Field Epidemiology and Laboratory Training Program, Asokoro, Abuja, Nigeria
| | - Bello Shittu Sani
- University Health Services Department, Federal University, Kashere, Gombe State, Nigeria
| | - Adeyi Habibah
- Okelele Secondary School Health Center, Ilorin Kwara State, Ilorin, Nigeria
| | | | - Nusirat Elelu
- Department of Veterinary Public Health and Preventive Medicine, Faculty of Veterinary Medicine, University of Ilorin, Ilorin, Kwara State, Nigeria
- Kwara State Primary Health Care Development Agency, Ilorin, Kwara State, Nigeria
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Upadhyay V, Gangwar R, Chappuis GL, Kohli M. Lack of sex- and gender-disaggregated data in diagnostics: findings from a scoping review of five tracer conditions. Front Public Health 2025; 12:1484873. [PMID: 39935744 PMCID: PMC11810905 DOI: 10.3389/fpubh.2024.1484873] [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: 08/22/2024] [Accepted: 12/30/2024] [Indexed: 02/13/2025] Open
Abstract
Background Sex and gender can affect all aspects of health-related behavior, yet there is limited information on how they influence diagnosis of any health condition. This scoping review examined the extent to which sex- and gender-disaggregated data on diagnostics are available for five tracer conditions: tuberculosis, coronavirus disease 2019 (COVID-19), diabetes, malaria, and schistosomiasis. Methods Publications were searched between 2000 and 2022 on PubMed and Google Scholar and screened for relevance. Extracted data were analysed using descriptive quantitative and qualitative approaches. Results We identified 29 relevant articles for tuberculosis, four for diabetes, six for schistosomiasis, eight for COVID-19, and three for malaria. For tuberculosis, most studies looked at gender-based barriers to diagnosis and disparities in health-seeking behaviors that predominantly affected women. For diabetes, studies noted that women had lower odds of being screened for prediabetes and potentially lower quality of care versus men. For schistosomiasis, studies suggested lower sensitivity diagnostic methods among women than men and low awareness of the disease. Studies suggest that women are less likely to be diagnosed for COVID-19 in certain settings. Studies on malaria reported that women show different health-seeking behaviors to men. Conclusion This scoping review highlights a concerning lack of sex- and gender-disaggregated data on diagnostics. Consequently, further work is required to develop and implement an appropriate framework to assess gender and sex-related data around testing and diagnosis.
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Affiliation(s)
- Vishwanath Upadhyay
- Department of Molecular Medicine, Jamia Hamdard (Deemed to be University), New Delhi, India
| | - Rishabh Gangwar
- Indian Council of Medical Research-National Institute of Malaria Research (NIMR), New Delhi, India
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van den Hoek R, Hek K, Bos I, Hak E, van Dijk L. Longitudinal assessment of health-related quality of life after SARS-CoV-2 infection and the associations with clinical and social characteristics in a general practice population. Health Qual Life Outcomes 2024; 22:86. [PMID: 39385291 PMCID: PMC11465703 DOI: 10.1186/s12955-024-02301-7] [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: 06/24/2024] [Accepted: 09/20/2024] [Indexed: 10/12/2024] Open
Abstract
BACKGROUND We aimed to investigate the longitudinal impact of COVID-19 and the effects of clinical and psychosocial factors, accounting for post-COVID conditions (PCC), on the mental and physical aspect of health-related quality of life (HRQoL) of patients diagnosed with COVID-19. METHODS Data from the Nivel Corona Cohort were used, which includes individuals with an established SARS-CoV-2 infection that received four questionnaires over a year's time with questions regarding HRQoL (SF-12), symptoms and social characteristics. PCC was determined based on questionnaire data. Data on medical history and healthcare utilization were obtained from electronic health records from general practice. A repeated measures linear mixed model was used to explore associations between clinical and social characteristics, and the course of mental and physical HRQoL after a SARS-CoV-2 infection, taking PCC into account. RESULTS One hundred fifty-eight individuals of whom it was possible to determine whether they had PCC or not were included in this study. Seventy-six (48.1%) developed PCC, which was associated with a persistent reduction in both physical and mental HRQoL. Hospitalization during the acute phase of the infection had a negative impact on the physical HRQoL, which decreased over time. Females, people older than 53, and those with increased resilience and mental HRQoL before infection were more likely to report a more positive mental HRQoL over time. CONCLUSION The negative association PCC has with both mental and physical HRQoL for at least six months, calls for more research to support patients with PCC.
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Affiliation(s)
- Rinske van den Hoek
- Nivel, Netherlands Institute for Health Services Research, P.O. Box 1568, Utrecht, 3500 BN, The Netherlands
| | - Karin Hek
- Nivel, Netherlands Institute for Health Services Research, P.O. Box 1568, Utrecht, 3500 BN, The Netherlands.
| | - Isabelle Bos
- Nivel, Netherlands Institute for Health Services Research, P.O. Box 1568, Utrecht, 3500 BN, The Netherlands
| | - Eelko Hak
- University of Groningen, Groningen, The Netherlands
| | - Liset van Dijk
- Nivel, Netherlands Institute for Health Services Research, P.O. Box 1568, Utrecht, 3500 BN, The Netherlands
- University of Groningen, Groningen, The Netherlands
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Ramírez-Santana M, Correa J, Núñez Franz L, Apablaza M, Rubilar P, Vial C, Jimena Cortes L, Hormazábal J, Canales L, Vial P, Aguilera X. Overcoming Health Inequities: Spatial Analysis of Seroprevalence and Vaccination Against COVID-19 in Chile. Health Equity 2024; 8:558-567. [PMID: 40125367 PMCID: PMC11392677 DOI: 10.1089/heq.2023.0204] [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: 02/06/2024] [Indexed: 03/25/2025] Open
Abstract
Background In unequal economies, the spread of the first waves of the COVID-19 was usually associated with low socioeconomic status of individuals and their families. Chile exemplified this. By mid-2020, Chile had one of the highest SARS-CoV-2 infection rates in the world predominantly in poorer areas. A year later, the country launched a universal vaccination campaign based on the national strategy of immunization established in 1975. By 2022, Chile presented one of the highest COVID-19 vaccination coverages globally, reaching 94.3% of the population with the primary scheme by the end of 2022. Objective This study analyzes the spatial distribution of SARS-CoV-2 seroprevalence at the beginning of the pandemic (2020) compared with the seroprevalence after 2 years of ongoing epidemic and COVID-19 vaccination campaigns (2022). Methods Two population-based random samples of individuals aged 7 years and older from two Chilean cities were studied. Utilizing an enzyme-linked immunosorbent assay test, IgG antibodies were measured in serum of 1061 participants in 2020, and 853 in 2022. Results Using the Global Moran's Index, the seroprevalence distribution pattern for the year 2020 showed clustering in the two cities. Conversely, seroprevalence and vaccinations were homogeneously distributed in 2022. These results show the success of the vaccination campaign in Chile, not only in coverage but also because it widely reached all individuals. Conclusions The uptake of this preventive measure is high, regardless of the social and economic factors, achieving broad population immunity. The extensive deployment of the primary health care network contributed to reducing health inequities and promoting to universal health access.
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Affiliation(s)
- Muriel Ramírez-Santana
- Departamento de Salud Pública, Facultad de Medicina, Universidad Católica del Norte, Coquimbo, Chile
| | - Juan Correa
- Centro Producción del Espacio, Universidad de Las Américas, Santiago, Chile
- Doctorado en Geografía, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Loreto Núñez Franz
- Departamento de Salud Pública, Facultad de Ciencias de la Salud, Universidad de Talca, Talca, Chile
| | | | - Paola Rubilar
- Centro de Epidemiología y Políticas de Salud, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago, Chile
| | - Cecilia Vial
- Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago, Chile
| | - Lina Jimena Cortes
- Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago, Chile
| | - Juan Hormazábal
- Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago, Chile
| | - Luis Canales
- Facultad de Economía y Negocios, Universidad de Talca, Talca, Chile
| | - Pablo Vial
- Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago, Chile
| | - Ximena Aguilera
- Centro de Epidemiología y Políticas de Salud, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago, Chile
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Cozma A, Sitar-Tăut AV, Orășan OH, Leucuța DC, Pocol TC, Sălăgean O, Crișan C, Sporiș ND, Lazar AL, Mălinescu TV, Ganea AM, Vlad CV, Horvat M, Lupșe MS, Briciu V. The Impact of Long COVID on the Quality of Life. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:1359. [PMID: 39202641 PMCID: PMC11356039 DOI: 10.3390/medicina60081359] [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: 08/01/2024] [Revised: 08/16/2024] [Accepted: 08/19/2024] [Indexed: 09/03/2024]
Abstract
Background and Objectives: The term long COVID refers to patients with a history of confirmed COVID-19 infection, who present symptoms that last for at least 2 months and cannot be explained by another diagnosis. Objectives: The present study aims to determine the most common symptoms of the long COVID syndrome and their impact on the quality of life. Materials and Methods: A prospective observational study was conducted on patients diagnosed with mild and moderate COVID-19 (based on a positive SARS-CoV-2 molecular diagnostic or rapid antigen test and severity form definition) at the Clinical Hospital of Infectious Diseases, Cluj-Napoca, Romania. Clinical examinations with detailed questions about symptoms were performed at the time of the diagnosis of COVID-19 and the six-month follow-up. Two years after COVID-19 infection, patients were invited to complete an online quality-of-life questionnaire regarding long COVID symptoms. Results: A total of 103 patients (35.92% males) with a mean age of 41.56 ± 11.77 were included in this study. Of the total number of patients, 65.04% presented mild forms of COVID-19. Data regarding the vaccination status showed that 83.5% were vaccinated against SARS-CoV-2. The most common symptoms at diagnosis were cough (80.6%), fatigue (80.4%), odynophagia (76.7%), and headaches (67.6%), with female patients being statistically more likely to experience it (p = 0.014). Patients with moderate forms of the disease had higher levels of both systolic (p = 0.008) and diastolic (p = 0.037) blood pressure at diagnosis, but no statistical difference was observed in the 6-month follow-up. The most common symptoms at 2 years (in 29 respondent subjects) were represented by asthenia (51.7%), headache (34.5%), memory disorders (27.6%), abdominal meteorism (27.6%), and arthralgia (27.6%). In terms of cardiovascular symptoms, fluctuating blood pressure values (20.7%), palpitations (17.2%), and increased heart rate values (17.2%) were recorded. Conclusions: If at the time of diagnosis, the most frequent manifestations of the disease were respiratory, together with headache and fatigue, at re-evaluation, asthenia, decreased effort tolerance, and neuropsychiatric symptoms prevailed. Regarding the cardiovascular changes as part of the long COVID clinical picture, some patients developed prehypertension, palpitations, and tachycardia.
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Affiliation(s)
- Angela Cozma
- Department of Internal Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (A.C.); (A.-V.S.-T.); (T.-C.P.); (O.S.); (C.C.); (C.V.V.)
| | - Adela-Viviana Sitar-Tăut
- Department of Internal Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (A.C.); (A.-V.S.-T.); (T.-C.P.); (O.S.); (C.C.); (C.V.V.)
| | - Olga Hilda Orășan
- Department of Internal Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (A.C.); (A.-V.S.-T.); (T.-C.P.); (O.S.); (C.C.); (C.V.V.)
| | - Daniel Corneliu Leucuța
- Department of Medical Informatics and Biostatistics, “Iuliu Haţieganu” University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania;
| | - Tinca-Codruța Pocol
- Department of Internal Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (A.C.); (A.-V.S.-T.); (T.-C.P.); (O.S.); (C.C.); (C.V.V.)
| | - Octavia Sălăgean
- Department of Internal Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (A.C.); (A.-V.S.-T.); (T.-C.P.); (O.S.); (C.C.); (C.V.V.)
| | - Camil Crișan
- Department of Internal Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (A.C.); (A.-V.S.-T.); (T.-C.P.); (O.S.); (C.C.); (C.V.V.)
| | - Nicolae-Dan Sporiș
- Department of Medical Oncology, Prof. Dr. I. Chiricuța Oncology Institute, 400015 Cluj-Napoca, Romania
| | - Andrada-Luciana Lazar
- Department of Dermatology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania;
| | - Toma-Vlad Mălinescu
- Department of Cardiology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (T.-V.M.); (A.-M.G.)
| | - Andreea-Maria Ganea
- Department of Cardiology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (T.-V.M.); (A.-M.G.)
| | - Călin Vasile Vlad
- Department of Internal Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (A.C.); (A.-V.S.-T.); (T.-C.P.); (O.S.); (C.C.); (C.V.V.)
| | - Melinda Horvat
- Department of Infectious Diseases and Epidemiology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400348 Cluj-Napoca, Romania; (M.H.); (M.S.L.); (V.B.)
| | - Mihaela Sorina Lupșe
- Department of Infectious Diseases and Epidemiology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400348 Cluj-Napoca, Romania; (M.H.); (M.S.L.); (V.B.)
| | - Violeta Briciu
- Department of Infectious Diseases and Epidemiology, “Iuliu Hațieganu” University of Medicine and Pharmacy, 400348 Cluj-Napoca, Romania; (M.H.); (M.S.L.); (V.B.)
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Ballering AV, Olde Hartman TC, Rosmalen JG. Gender scores in epidemiological research: methods, advantages and implications. THE LANCET REGIONAL HEALTH. EUROPE 2024; 43:100962. [PMID: 38989448 PMCID: PMC11233999 DOI: 10.1016/j.lanepe.2024.100962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 05/14/2024] [Accepted: 05/30/2024] [Indexed: 07/12/2024]
Abstract
Sex and gender-related factors are strongly associated with patients' illness trajectories, underscoring their essential role in epidemiological research and healthcare. Ignoring sex and gender in research and health inevitably results in inequities between women and men in terms of detection of disease, preventative measures, and effectiveness of treatment. Historical influences, including ideas of female inferiority and conservative notions of women's health only comprising reproductive health, reinforced the perceived irrelevance of sex and gender to health. Currently, these ideas are largely abandoned and epidemiology is becoming increasingly sensitive to sex. Gender-sensitivity, however, is lagging behind. This is potentially due to lacking knowledge and awareness about the relevance of both sex and gender to health and challenges in operationalizing gender in epidemiological research. Here, we thoroughly discuss the relevance of sex and gender to health, and pay special attention to the time, place, and culture-dependent embodiment of gender. We also discuss the operationalization of gender via composite gender scores in epidemiological studies. We argue to move beyond solely using these. Rather we should consider sex and gender in the initial stages of designing a study, to facilitate relevant, reproducible, and person-centric research.
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Affiliation(s)
- Aranka V. Ballering
- University of Groningen, University Medical Center Groningen, Department of Psychiatry, P.O. Box 30.001, 9700 RB, Groningen, the Netherlands
| | - Tim C. Olde Hartman
- Department of Primary and Community Care, Radboud Institute of Medical Innovation, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands
| | - Judith G.M. Rosmalen
- University of Groningen, University Medical Center Groningen, Department of Psychiatry, P.O. Box 30.001, 9700 RB, Groningen, the Netherlands
- University of Groningen, University Medical Center Groningen, Department of Internal Medicine, P.O. Box 30.001, 9700 RB, Groningen, the Netherlands
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Rhodes S, Beale S, Daniels S, Gittins M, Mueller W, McElvenny D, van Tongeren M. Occupation and SARS-CoV-2 in Europe: a review. Eur Respir Rev 2024; 33:240044. [PMID: 39293853 PMCID: PMC11409055 DOI: 10.1183/16000617.0044-2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 06/11/2024] [Indexed: 09/20/2024] Open
Abstract
INTRODUCTION Workplace features such as ventilation, temperature and the extent of contact are all likely to relate to personal risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Occupations relating to healthcare, social care, education, transport and food production and retail are thought to have increased risks, but the extent to which these risks are elevated and how they have varied over time is unclear. METHODS We searched for population cohort studies conducted in Europe that compared coronavirus disease 2019 (COVID-19) outcomes between two or more different occupational groups. Data were extracted on relative differences between occupational groups, split into four time-periods corresponding to pandemic waves. RESULTS We included data from 17 studies. 11 studies used SARS-CoV-2 as their outcome measure and six used COVID-19 hospitalisation and mortality. During waves one and two, the majority of studies saw elevated risks in the five groups that we looked at. Only seven studies used data from wave three onwards. Elevated risks were observed in waves three and four for social care and education workers in some studies. CONCLUSIONS Evidence relating to occupational differences in COVID-19 outcomes in Europe largely focuses on the early part of the pandemic. There is consistent evidence that the direction and magnitude of differences varied with time. Workers in the healthcare, transport and food production sectors saw highly elevated risks in the early part of the pandemic in the majority of studies but this did not appear to continue. There was evidence that elevated risks of infection in the education and social care sectors may have persisted.
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Affiliation(s)
- Sarah Rhodes
- Division of Population Health, Health Services Research & Primary Care, University of Manchester, Manchester, UK
| | - Sarah Beale
- Institute of Health Informatics, University College London, London, UK
| | - Sarah Daniels
- Division of Population Health, Health Services Research & Primary Care, University of Manchester, Manchester, UK
| | - Matthew Gittins
- Division of Population Health, Health Services Research & Primary Care, University of Manchester, Manchester, UK
| | | | - Damien McElvenny
- Division of Population Health, Health Services Research & Primary Care, University of Manchester, Manchester, UK
- Institute of Occupational Medicine, Edinburgh, UK
| | - Martie van Tongeren
- Division of Population Health, Health Services Research & Primary Care, University of Manchester, Manchester, UK
- Thomas Ashton Institute for Risk and Regulatory Research, University of Manchester, Manchester, UK
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Potts S, Bergherr E, Reinke C, Griesbach C. Prediction-based variable selection for component-wise gradient boosting. Int J Biostat 2024; 20:293-314. [PMID: 38000054 DOI: 10.1515/ijb-2023-0052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 09/18/2023] [Indexed: 11/26/2023]
Abstract
Model-based component-wise gradient boosting is a popular tool for data-driven variable selection. In order to improve its prediction and selection qualities even further, several modifications of the original algorithm have been developed, that mainly focus on different stopping criteria, leaving the actual variable selection mechanism untouched. We investigate different prediction-based mechanisms for the variable selection step in model-based component-wise gradient boosting. These approaches include Akaikes Information Criterion (AIC) as well as a selection rule relying on the component-wise test error computed via cross-validation. We implemented the AIC and cross-validation routines for Generalized Linear Models and evaluated them regarding their variable selection properties and predictive performance. An extensive simulation study revealed improved selection properties whereas the prediction error could be lowered in a real world application with age-standardized COVID-19 incidence rates.
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Affiliation(s)
- Sophie Potts
- Chair of Spatial Data Science and Statistical Learning, University of Goettingen, Goettingen, Germany
| | - Elisabeth Bergherr
- Chair of Spatial Data Science and Statistical Learning, University of Goettingen, Goettingen, Germany
| | - Constantin Reinke
- Chair of Empirical Methods in Social Science and Demography, University of Rostock, Rostock, Germany
| | - Colin Griesbach
- Chair of Spatial Data Science and Statistical Learning, University of Goettingen, Goettingen, Germany
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Llobera Ribera C, Ruiz-Cantero MT, García-Calvente M, Torrell G, González Bermejo D, Olmedo C, Moatassim E, Bacigalupe A. [Response to the COVID-19 Health Crisis from a Gender Perspective: Lessons Learned]. GACETA SANITARIA 2024; 38:102358. [PMID: 38359607 DOI: 10.1016/j.gaceta.2024.102358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 11/28/2023] [Indexed: 02/17/2024]
Abstract
OBJECTIVE To delve deeper from a gender perspective into the lessons learned during the COVID-19 pandemic to address future health crises. METHOD Study with key informants with experience in public health and gender from the Ministerio de Sanidad, ministries of the autonomous communities, Institut Català de la Salut, Hospital de La Princesa, Escuela Andaluza de Salud Pública and Universidad País Vasco. SOURCE OF INFORMATION individual open-ended questionnaire on health and health inequalities/gender inequalities related to COVID-19. After presenting the findings, the key informants group discussed them in a meeting until reaching a consensus on the lessons learned. RESULTS The lack of clinical statistics by sex could compromise epidemiological surveillance, losing the opportunity to characterize the disease. The performance of essential services fell more on women, exhausting them with double and triple shifts; with the differences according to sex in the clinical presentation of COVID-19, and the criteria for hospitalization/admission to the intensive care unit, their access to health care decreased. Increased: gender violence and mental health problems; delaying recognition of the second effects of vaccines in women; partially due to information biases in clinical trials. The gender perspective was lacking in academic, healthcare, and health management areas. CONCLUSIONS Women's gender dimensions determined their higher frequency of COVID-19 and played a fundamental role in its control. Broadly considering the lessons learned will strengthen prevention systems and be able to provide effective responses to future health crises.
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Affiliation(s)
- Christian Llobera Ribera
- Departamento de Enfermería Comunitaria, Medicina Preventiva y Salud Pública e Historia de la Ciencia, Universidad de Alicante, Alicante, España.
| | - María Teresa Ruiz-Cantero
- Grupo de Investigación de Salud Pública, Universidad de Alicante, Alicante, España; CIBER de Epidemiología y Salud Pública (CIBERESP), España
| | - Mar García-Calvente
- Escuela Andaluza de Salud Pública, Granada, España; Instituto de Investigación Biosanitaria de Granada, Granada, España
| | | | | | - Carmen Olmedo
- Programa de Vacunación, Dirección General de Salud Pública, Ministerio de Sanidad, Madrid, España
| | - Emma Moatassim
- Dirección de Atención y Evaluación Sanitaria, Servicio de Salud del Principado de Asturias, Oviedo, España
| | - Amaia Bacigalupe
- Grupo de Investigación en Determinantes Sociales de la Salud y Cambio Demográfico, Leioa (Bizkaia), España; Departamento de Sociología y Trabajo Social, Universidad del País Vasco, Leioa (Bizkaia), España
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11
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Syamlal G, Kurth LM, Blackley DJ, Dodd KE, Mazurek JM. Sex Differences in COVID-19 Deaths, by Industry and Occupation, 2021. Am J Prev Med 2024; 66:226-234. [PMID: 37783282 PMCID: PMC10898242 DOI: 10.1016/j.amepre.2023.09.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 09/25/2023] [Accepted: 09/25/2023] [Indexed: 10/04/2023]
Abstract
INTRODUCTION The COVID-19 pandemic has disproportionately impacted workers in certain industries and occupations. The infection risk for SARS-CoV-2 and future respiratory viruses in the workplace is a significant concern for workers, employers, and policymakers. This study describes the differences in COVID-19 mortality by sex and industry/occupation among working-age U.S. residents in 49 states and New York City. METHODS The 2021 National Vital Statistics System public use multiple-cause-of-death data for U.S. decedents aged 15-64 years (working age) with information on usual industry and occupation were analyzed in 2022. Age-standardized COVID-19 death rates for selected demographic characteristics and adjusted proportional mortality ratios were estimated by sex and usual industry and occupation. RESULTS In 2021, 133,596 (14.3%) U.S. decedents aged 15-64 years had COVID-19 listed as the underlying cause of death; the highest COVID-19 death rate was among persons aged 55-64 years (172.4 of 100,000 population) and males (65.5 of 100,000 population). Among males and females, American Indian or Alaskan Native and Black or African American, respectively, had the highest death rates. Hispanic males had higher age-adjusted death rates than Hispanic females. Working-age male decedents in the public administration (proportional mortality ratio=1.39) and management of companies and enterprises industries (proportional mortality ratio=1.39) and community and social services occupations (proportional mortality ratio=1.68) and female decedents in the utilities industry (proportional mortality ratio=1.20) and protective services occupation (proportional mortality ratio=1.18) had the highest proportional mortality ratios. CONCLUSIONS COVID-19 death rates and proportional mortality ratios varied by sex, industry, and occupation groups. These findings underscore the importance of workplace public health interventions, which could protect workers and their communities.
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Affiliation(s)
- Girija Syamlal
- Respiratory Health Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, West Virginia.
| | - Laura M Kurth
- Respiratory Health Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, West Virginia
| | - David J Blackley
- Respiratory Health Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, West Virginia
| | - Katelynn E Dodd
- Respiratory Health Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, West Virginia
| | - Jacek M Mazurek
- Respiratory Health Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, West Virginia
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12
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Khanaliha K, Sadri Nahand J, Khatami A, Mirzaei H, Chavoshpour S, Taghizadieh M, Karimzadeh M, Donyavi T, Bokharaei‐Salim F. Analyzing the expression pattern of the noncoding RNAs (HOTAIR, PVT-1, XIST, H19, and miRNA-34a) in PBMC samples of patients with COVID-19, according to the disease severity in Iran during 2022-2023: A cross-sectional study. Health Sci Rep 2024; 7:e1861. [PMID: 38332929 PMCID: PMC10850438 DOI: 10.1002/hsr2.1861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 01/16/2024] [Accepted: 01/17/2024] [Indexed: 02/10/2024] Open
Abstract
Background and aims MicroRNAs (miRNAs) and long noncoding RNAs (lncRNAs) are well-known types of noncoding RNAs (ncRNAs), which have been known as the key regulators of gene expression. They can play critical roles in viral infection by regulating the host immune response and interacting with genes in the viral genome. In this regard, ncRNAs can be employed as biomarkers for viral diseases. The current study aimed to evaluate peripheral blood mononuclear cell (PBMC) ncRNAs (lncRNAs-homeobox C antisense intergenic RNA [HOTAIR], -H19, X-inactive-specific transcript [XIST], plasmacytoma variant translocation 1 [PVT-1], and miR-34a) as diagnostic biomarkers to differentiate severe COVID-19 cases from mild ones. Methods Candidate ncRNAs were selected according to previous studies and assessed by real-time polymerase chain reaction in the PBMC samples of patients with severe coronavirus disease 2019 (COVID-19) (n = 40), healthy subjects (n = 40), and mild COVID-19 cases (n = 40). Furthermore, the diagnostic value of the selected ncRNAs was assessed by analyzing the receiver-operating characteristic (ROC). Results The results demonstrated that the expression pattern of the selected ncRNAs was significantly different between the studied groups. The levels of HOTAIR, XIST, and miR-34a were remarkably overexpressed in the severe COVID-19 group in comparison with the mild COVID-19 group, and in return, the PVT-1 levels were lower than in the mild COVID-19 group. Interestingly, the XIST expression level in men with severe COVID-19 was higher compared to women with mild COVID-19. ROC results suggested that HOTAIR and PVT-1 could serve as useful biomarkers for screening mild COVID-19 from severe COVID-19. Conclusions Overall, different expression patterns of the selected ncRNAs and ROC curve results revealed that these factors can contribute to COVID-19 pathogenicity and can be considered diagnostic markers of COVID-19 severe outcomes.
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Affiliation(s)
- Khadijeh Khanaliha
- Research Center of Pediatric Infectious Diseases, Institute of Immunology and Infectious DiseasesIran University of Medical SciencesTehranIran
| | - Javid Sadri Nahand
- Infectious and Tropical Diseases Research CenterTabriz University of Medical SciencesTabrizIran
| | - AliReza Khatami
- Department of VirologyIran University of Medical SciencesTehranIran
| | - Hamed Mirzaei
- Research Center for Biochemistry and Nutrition in Metabolic DiseasesKashan University of Medical SciencesKashanIran
| | - Sara Chavoshpour
- Department of VirologyTehran University of Medical SciencesTehranIran
| | - Mohammad Taghizadieh
- Department of Pathology, Faculty of MedicineTabriz University of Medical SciencesTabrizIran
| | - Mohammad Karimzadeh
- Core Research Facilities (CRF)Isfahan University of Medical ScienceIsfahanIran
| | - Tahereh Donyavi
- Department of Medical Biotechnology, Faculty of Allied MedicineIran University of Medical SciencesTehranIran
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Giardiello D, Melotti R, Barbieri G, Gögele M, Weichenberger CX, Foco L, Bottigliengo D, Barin L, Lundin R, Pramstaller PP, Pattaro C. Determinants of SARS-CoV-2 nasopharyngeal testing in a rural community sample susceptible of first infection: the CHRIS COVID-19 study. Pathog Glob Health 2023; 117:744-753. [PMID: 36992656 PMCID: PMC10614704 DOI: 10.1080/20477724.2023.2191232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023] Open
Abstract
To characterize COVID-19 epidemiology, numerous population-based studies have been undertaken to model the risk of SARS-CoV-2 infection. Less is known about what may drive the probability to undergo testing. Understanding how much testing is driven by contextual or individual conditions is important to delineate the role of individual behavior and to shape public health interventions and resource allocation. In the Val Venosta/Vinschgau district (South Tyrol, Italy), we conducted a population-representative longitudinal study on 697 individuals susceptible to first infection who completed 4,512 repeated online questionnaires at four-week intervals between September 2020 and May 2021. Mixed-effects logistic regression models were fitted to investigate associations of self-reported SARS-CoV-2 testing with individual characteristics (social, demographic, and biological) and contextual determinants. Testing was associated with month of reporting, reflecting the timing of both the pandemic intensity and public health interventions, COVID-19-related symptoms (odds ratio, OR:8.26; 95% confidence interval, CI:6.04-11.31), contacts with infected individuals within home (OR:7.47, 95%CI:3.81-14.62) or outside home (OR:9.87, 95%CI:5.78-16.85), and being retired (OR:0.50, 95%CI:0.34-0.73). Symptoms and next within- and outside-home contacts were the leading determinants of swab testing predisposition in the most acute phase of the pandemics. Testing was not associated with age, sex, education, comorbidities, or lifestyle factors. In the study area, contextual determinants reflecting the course of the pandemic were predominant compared to individual sociodemographic characteristics in explaining the SARS-CoV-2 probability of testing. Decision makers should evaluate whether the intended target groups were correctly prioritized by the testing campaign.
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Affiliation(s)
- Daniele Giardiello
- Eurac Research, Institute for Biomedicine (affiliated to the University of Lübeck), Bolzano, Italy
| | - Roberto Melotti
- Eurac Research, Institute for Biomedicine (affiliated to the University of Lübeck), Bolzano, Italy
| | - Giulia Barbieri
- Eurac Research, Institute for Biomedicine (affiliated to the University of Lübeck), Bolzano, Italy
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Martin Gögele
- Eurac Research, Institute for Biomedicine (affiliated to the University of Lübeck), Bolzano, Italy
| | | | - Luisa Foco
- Eurac Research, Institute for Biomedicine (affiliated to the University of Lübeck), Bolzano, Italy
| | - Daniele Bottigliengo
- Eurac Research, Institute for Biomedicine (affiliated to the University of Lübeck), Bolzano, Italy
| | - Laura Barin
- Eurac Research, Institute for Biomedicine (affiliated to the University of Lübeck), Bolzano, Italy
| | - Rebecca Lundin
- Eurac Research, Institute for Biomedicine (affiliated to the University of Lübeck), Bolzano, Italy
| | - Peter P. Pramstaller
- Eurac Research, Institute for Biomedicine (affiliated to the University of Lübeck), Bolzano, Italy
- Department of Neurology, General Central Hospital, Bolzano, Italy
- Department of Neurology, University of Lübeck, Lübeck, Germany
| | - Cristian Pattaro
- Eurac Research, Institute for Biomedicine (affiliated to the University of Lübeck), Bolzano, Italy
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14
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Maniscalco L, Genovese D, Ravazzolo B, Vella G, Sparacia B, Vitale F, Matranga D, Amodio E. Low Risk of SARS-CoV-2 Reinfection for Fully or Boosted mRNA Vaccinated Subjects in Sicily: A Population-Based Study Using Real-World Data. Vaccines (Basel) 2023; 11:1757. [PMID: 38140163 PMCID: PMC10748171 DOI: 10.3390/vaccines11121757] [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: 10/20/2023] [Revised: 11/22/2023] [Accepted: 11/23/2023] [Indexed: 12/24/2023] Open
Abstract
Background: Reinfections occur as a response to natural infections wanes and novel strains of SARS-CoV-2 emerge. The present research explored the correlation between sex, age, COVID-19 vaccination, prior infection hospitalization, and SARS-CoV-2 reinfection in Sicily, Italy. Materials and Methods: A population-based retrospective cohort study was articulated using the vaccination flux from a regional registry and the Sicilian COVID-19 monitoring system of the Italian Institute of Health. Only adult Sicilians were included in the study, and hazard ratios were calculated using Cox regression. Results: Partial vaccination provided some protection (adj-HR: 0.92), when compared to unvaccinated individuals; furthermore, reinfection risk was reduced by full vaccination (adj-HR: 0.43), and the booster dose (adj-HR: 0.41). Males had a lower risk than females of reinfection with SARS-CoV-2 (adj-HR: 0.75). Reinfection with SARS-CoV-2 was diminished by hospitalization during the first infection (adj-HR: 0.78). Reinfection risk was higher among those aged 30-39 and 40-49 compared to those aged 18-29, whereas those aged 60-69, 70-79, and 80+ were statistically protected. Reinfection was significantly more frequent during the wild-type-Alpha, Delta, Delta-Omicron, and Omicron dominance/codominance waves compared to the wild type. Conclusions: This study establishes a solid base for comprehending the reinfection phenomenon in Sicily by pinpointing the most urgent policy hurdles and identifying some of the major factors. COVID-19 vaccination, one of the most effective public health tools, protects against reinfection, mostly caused by the Omicron strain. Elderly and hospitalized people's lower risk suggests stricter PPE use.
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Affiliation(s)
- Laura Maniscalco
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G. D’Alessandro” (PROMISE), University of Palermo, Via del Vespro 133, 90127 Palermo, Italy; (L.M.); (G.V.); (B.S.); (F.V.); (D.M.); (E.A.)
| | - Dario Genovese
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G. D’Alessandro” (PROMISE), University of Palermo, Via del Vespro 133, 90127 Palermo, Italy; (L.M.); (G.V.); (B.S.); (F.V.); (D.M.); (E.A.)
| | - Barbara Ravazzolo
- Unità Operativa Complessa di Epidemiologia Clinica con Registro Tumori, Azienda Ospedaliera Universitaria Policlinico “Paolo Giaccone”, 90127 Palermo, Italy;
| | - Giuseppe Vella
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G. D’Alessandro” (PROMISE), University of Palermo, Via del Vespro 133, 90127 Palermo, Italy; (L.M.); (G.V.); (B.S.); (F.V.); (D.M.); (E.A.)
| | - Benedetta Sparacia
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G. D’Alessandro” (PROMISE), University of Palermo, Via del Vespro 133, 90127 Palermo, Italy; (L.M.); (G.V.); (B.S.); (F.V.); (D.M.); (E.A.)
| | - Francesco Vitale
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G. D’Alessandro” (PROMISE), University of Palermo, Via del Vespro 133, 90127 Palermo, Italy; (L.M.); (G.V.); (B.S.); (F.V.); (D.M.); (E.A.)
- Unità Operativa Complessa di Epidemiologia Clinica con Registro Tumori, Azienda Ospedaliera Universitaria Policlinico “Paolo Giaccone”, 90127 Palermo, Italy;
| | - Domenica Matranga
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G. D’Alessandro” (PROMISE), University of Palermo, Via del Vespro 133, 90127 Palermo, Italy; (L.M.); (G.V.); (B.S.); (F.V.); (D.M.); (E.A.)
| | - Emanuele Amodio
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties “G. D’Alessandro” (PROMISE), University of Palermo, Via del Vespro 133, 90127 Palermo, Italy; (L.M.); (G.V.); (B.S.); (F.V.); (D.M.); (E.A.)
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15
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Gwasupika J, Daka V, Chileshe J, Mukosha M, Mudenda S, Mukanga B, Mfune RL, Chongwe G. COVID-19 positive cases among asymptomatic individuals during the second wave in Ndola, Zambia. Afr J Lab Med 2023; 12:2119. [PMID: 37293322 PMCID: PMC10244822 DOI: 10.4102/ajlm.v12i1.2119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 04/18/2023] [Indexed: 06/10/2023] Open
Abstract
Background Coronavirus disease 2019 (COVID-19) is a worldwide public health concern for healthcare workers. About 80% of cases appear to be asymptomatic, and about 3% may experience hospitalisation and later die. Less than 20% of studies have looked at the positivity rate of asymptomatic individuals. Objective This study investigated the COVID-19 positivity rates among asymptomatic individuals during the second COVID-19 wave at one of Zambia's largest testing centre. Methods This was a retrospective cross-sectional study conducted on routine surveillance and laboratory data at the Tropical Diseases Research Centre COVID-19 laboratory in Ndola, Zambia, from 01 December 2020 to 31 March 2021. The study population was made up of persons that had tested for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection as a requirement for travel. Microsoft Excel was used to come up with an epidemiological curve of daily COVID-19 positive cases; proportions for gender were described using frequencies and percentages. Results A total of 11 144 asymptomatic individuals tested for SARS-CoV-2 were sampled for the study and 1781 (16.0%) returned positive results. The median age among those tested was 36 years (interquartile range: 29-46). Testing for COVID-19 peaked in the month of January 2021 (37.4%) and declined in March 2021 (21.0%). The epidemiological curve showed a combination of continuous and propagated point-source transmission. Conclusion The positivity rate of 16.0% among asymptomatic individuals was high and could imply continued community transmission, especially during January 2021 and February 2021. We recommend heightened testing for SARS-CoV-2 among asymptomatic individuals. What this study adds This study adds critical knowledge to the transmission of COVID-19 among asymptomatic travellers who are usually a key population in driving community infection. This knowledge is critical in instituting evidence-based interventions in the screening and management of travellers, and its control.
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Affiliation(s)
- Jonathan Gwasupika
- Department of Clinical Sciences, Tropical Diseases Research Centre, Ndola, Zambia
| | - Victor Daka
- Department of Public Health, School of Medicine, Copperbelt University, Ndola, Zambia
| | - Justin Chileshe
- Department of Biomedical Sciences, Tropical Diseases Research Centre, Ndola, Zambia
| | - Moses Mukosha
- Department of Pharmacy, School of Health Sciences, University of Zambia, Lusaka, Zambia
| | - Steward Mudenda
- Department of Pharmacy, School of Health Sciences, University of Zambia, Lusaka, Zambia
| | - Bright Mukanga
- Department of Public Health, School of Medicine, Copperbelt University, Ndola, Zambia
| | - Ruth L. Mfune
- Department of Public Health, School of Medicine, Copperbelt University, Ndola, Zambia
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16
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The Influence of Sex on Characteristics and Outcomes of Coronavirus-19 Patients: A Retrospective Cohort Study. J Clin Med 2023; 12:jcm12031118. [PMID: 36769766 PMCID: PMC9917442 DOI: 10.3390/jcm12031118] [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: 12/11/2022] [Revised: 01/20/2023] [Accepted: 01/30/2023] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND The influence of sex on the clinical characteristics and prognosis of coronavirus disease (COVID-19) patients is variable. This study aimed to evaluate COVID-19 management based on sex differences. METHODS We retrospectively reviewed COVID-19 patients who were admitted to the tertiary hospital between January 2020 and March 2021. Logistic regression analysis was used to evaluate the factors associated with in-hospital mortality. RESULTS During the study period, 584 patients were admitted to our hospital. Among them, 305 patients (52.2%) were female, and 279 patients (47.8%) were male. Males were younger than females, and frailty scale was lower in males than in females. Fever was more common in males, and there was no difference in other initial symptoms. Among the underlying comorbidities, chronic obstructive disease was more common in males, and there were no significant differences in other comorbidities. Moreover, treatment, severity, and outcome did not significantly differ between the groups. The risk factors for in-hospital mortality were age, high white blood cell count, and c-reactive protein level. CONCLUSIONS We found no definite sex differences in the clinical characteristics and outcomes of COVID-19 patients. However, a better understanding of sex-dependent differences in COVID-19 patients could help in understanding and treating patients.
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17
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Galanti MR, Andersson F, Caspersen IH, Peña S, Karvonen S, Magnus P, Raffetti E, Orsini N, Magnusson C, Shaaban AN, Hergens MP, Skott P. Current tobacco use and COVID-19 diagnoses in a cohort of adult clients of public dental clinics in Sweden. Sci Rep 2023; 13:1204. [PMID: 36681700 PMCID: PMC9862224 DOI: 10.1038/s41598-023-28091-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Accepted: 01/12/2023] [Indexed: 01/22/2023] Open
Abstract
Smoking has been linked with both increased and decreased risk of COVID-19, prompting the hypothesis of a protective role of nicotine in the pathogenesis of the disease. Studies of the association between use of smokeless tobacco and COVID-19 would help refining this hypothesis. We analysed data from 424,386 residents in the Stockholm Region, Sweden, with information on smoking and smokeless tobacco (snus) use prior to the pandemic obtained from dental records. Diagnoses of COVID-19 between February and October 2020 were obtained from health-care registers. We estimated the risk of receiving a diagnosis of COVID-19 for current smokers and for current snus users relative to non-users of tobacco, adjusting for potential confounders (aRR). The aRR of COVID -19 was elevated for current snus users (1.09 ;95%CI = 0.99-1.21 among men and 1.15; 95%CI = 1.00-1.33 among women). The risk for women consuming more than 1 can/day was twice as high as among non-users of tobacco. Current smoking was negatively associated with risk of COVID-19 (aRR = 0.68; 95% CI = 0.61-0.75); including hospital admission (aRR = 0.60; 95% CI = 0.47-0.76) and intensive care (aRR = 0.43; 95% CI = 0.21-0.89). The hypothesis of a protective effect of tobacco nicotine on COVID-19 was not supported by the findings. The negative association between smoking and COVID-19 remains unexplained.
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Affiliation(s)
- M R Galanti
- Department of Global Public Health, Karolinska Institutet, 171 77, Stockholm, Sweden.
- Centre for Epidemiology and Community Medicine, Stockholm Region, (CES), Solnavägen 1E (Torsplan), 113 65, Stockholm, Sweden.
| | - F Andersson
- Department of Global Public Health, Karolinska Institutet, 171 77, Stockholm, Sweden
- Centre for Epidemiology and Community Medicine, Stockholm Region, (CES), Solnavägen 1E (Torsplan), 113 65, Stockholm, Sweden
| | - I H Caspersen
- Centre for Fertility and Health, Norwegian Institute of Public Health, Skøyen, Postbox 222, 0213, Oslo, Norway
| | - S Peña
- Finnish Institute for Health and Welfare, Postbox 30, 00271, Helsinki, Finland
| | - S Karvonen
- Finnish Institute for Health and Welfare, Postbox 30, 00271, Helsinki, Finland
| | - P Magnus
- Centre for Fertility and Health, Norwegian Institute of Public Health, Skøyen, Postbox 222, 0213, Oslo, Norway
| | - E Raffetti
- Department of Global Public Health, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - N Orsini
- Department of Global Public Health, Karolinska Institutet, 171 77, Stockholm, Sweden
- Centre for Epidemiology and Community Medicine, Stockholm Region, (CES), Solnavägen 1E (Torsplan), 113 65, Stockholm, Sweden
| | - C Magnusson
- Department of Global Public Health, Karolinska Institutet, 171 77, Stockholm, Sweden
- Centre for Epidemiology and Community Medicine, Stockholm Region, (CES), Solnavägen 1E (Torsplan), 113 65, Stockholm, Sweden
| | - A N Shaaban
- Department of Global Public Health, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - M P Hergens
- Unit for Communicable Disease Control, Postbox 6909, 102 39, Stockholm Region, Sweden
| | - P Skott
- Department of Orofacial Medicine, Folktandvården Stockholm, Postbox 6420, 113 82, Stockholm, Sweden
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18
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Piazza MF, Amicizia D, Marchini F, Astengo M, Grammatico F, Battaglini A, Sticchi C, Paganino C, Lavieri R, Andreoli GB, Orsi A, Icardi G, Ansaldi F. Who Is at Higher Risk of SARS-CoV-2 Reinfection? Results from a Northern Region of Italy. Vaccines (Basel) 2022; 10:vaccines10111885. [PMID: 36366393 PMCID: PMC9692964 DOI: 10.3390/vaccines10111885] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 11/04/2022] [Accepted: 11/06/2022] [Indexed: 11/11/2022] Open
Abstract
The SARS-CoV-2 pandemic continues to spread worldwide, generating a high impact on healthcare systems. The aim of the study was to examine the epidemiological burden of SARS-CoV-2 reinfections and to identify potential related risk factors. A retrospective observational study was conducted in Liguria Region, combining data from National Vaccines Registry and Regional Chronic Condition Data Warehouse. In the study period (September 2021 to May 2022), 335,117 cases of SARS-CoV-2 infection were recorded in Liguria, of which 15,715 were reinfected once. During the Omicron phase (which predominated from 3 January 2022), the risk of reinfection was 4.89 times higher (p < 0.001) than during the Delta phase. Unvaccinated and vaccinated individuals with at least one dose for more than 120 days were at increased risk of reinfection compared with vaccinated individuals with at least one dose for ≤120 days, respectively (odds ratio (OR) of 1.26, p < 0.001; OR of 1.18, p < 0.001). Healthcare workers were more than twice as likely to be reinfected than non-healthcare workers (OR of 2.38, p < 0.001). Lower ORs were seen among people aged 60 to 79 years. Two doses or more of vaccination were found to be protective against the risk of reinfection rather than a single dose (mRNA vaccines: OR of 0.06, p < 0.0001, and OR of 0.1, p < 0.0001; vector vaccines: OR of 0.05, p < 0.0001). Patients with chronic renal failure, cardiovascular disease, bronchopneumopathy, neuropathy and autoimmune diseases were at increased risk of reinfection (OR of 1.38, p = 0.0003; OR of 1.09, p < 0.0296; OR of 1.14, p = 0.0056; OR of 1.78, p < 0.0001; OR of 1.18, p = 0.0205). Estimating the epidemiological burden of SARS-CoV-2 reinfections and the role played by risk factors in reinfections is relevant for identifying risk-based preventive strategies in a pandemic context characterized by a high circulation of the virus and a high rate of pathogen mutations.
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Affiliation(s)
- Maria Francesca Piazza
- Regional Health Agency of Liguria (ALiSa), 16121 Genoa, Italy
- Correspondence: ; Tel.: +39-010-548-4680
| | - Daniela Amicizia
- Regional Health Agency of Liguria (ALiSa), 16121 Genoa, Italy
- Department of Health Sciences (DiSSal), University of Genoa, 16132 Genoa, Italy
| | - Francesca Marchini
- Regional Health Agency of Liguria (ALiSa), 16121 Genoa, Italy
- Department of Health Sciences (DiSSal), University of Genoa, 16132 Genoa, Italy
| | - Matteo Astengo
- Regional Health Agency of Liguria (ALiSa), 16121 Genoa, Italy
| | - Federico Grammatico
- Regional Health Agency of Liguria (ALiSa), 16121 Genoa, Italy
- Department of Health Sciences (DiSSal), University of Genoa, 16132 Genoa, Italy
| | - Alberto Battaglini
- Regional Health Agency of Liguria (ALiSa), 16121 Genoa, Italy
- Department of Health Sciences (DiSSal), University of Genoa, 16132 Genoa, Italy
| | - Camilla Sticchi
- Regional Health Agency of Liguria (ALiSa), 16121 Genoa, Italy
| | - Chiara Paganino
- Regional Health Agency of Liguria (ALiSa), 16121 Genoa, Italy
| | - Rosa Lavieri
- Regional Health Agency of Liguria (ALiSa), 16121 Genoa, Italy
| | | | - Andrea Orsi
- Department of Health Sciences (DiSSal), University of Genoa, 16132 Genoa, Italy
- Hygiene Unit, San Martino Policlinico Hospital, IRCCS for Oncology and Neurosciences, 16132 Genoa, Italy
| | - Giancarlo Icardi
- Department of Health Sciences (DiSSal), University of Genoa, 16132 Genoa, Italy
- Hygiene Unit, San Martino Policlinico Hospital, IRCCS for Oncology and Neurosciences, 16132 Genoa, Italy
| | - Filippo Ansaldi
- Regional Health Agency of Liguria (ALiSa), 16121 Genoa, Italy
- Department of Health Sciences (DiSSal), University of Genoa, 16132 Genoa, Italy
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Ballering AV, van Zon SKR, Olde Hartman TC, Rosmalen JGM. Persistence of somatic symptoms after COVID-19 in the Netherlands: an observational cohort study. Lancet 2022; 400:452-461. [PMID: 35934007 PMCID: PMC9352274 DOI: 10.1016/s0140-6736(22)01214-4] [Citation(s) in RCA: 480] [Impact Index Per Article: 160.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 06/15/2022] [Accepted: 06/21/2022] [Indexed: 12/31/2022]
Abstract
BACKGROUND Patients often report various symptoms after recovery from acute COVID-19. Previous studies on post-COVID-19 condition have not corrected for the prevalence and severity of these common symptoms before COVID-19 and in populations without SARS-CoV-2 infection. We aimed to analyse the nature, prevalence, and severity of long-term symptoms related to COVID-19, while correcting for symptoms present before SARS-CoV-2 infection and controlling for the symptom dynamics in the population without infection. METHODS This study is based on data collected within Lifelines, a multidisciplinary, prospective, population-based, observational cohort study examining the health and health-related behaviours of people living in the north of the Netherlands. All Lifelines participants aged 18 years or older received invitations to digital COVID-19 questionnaires. Longitudinal dynamics of 23 somatic symptoms surrounding COVID-19 diagnoses (due to SARS-CoV-2 alpha [B.1.1.7] variant or previous variants) were assessed using 24 repeated measurements between March 31, 2020, and Aug 2, 2021. Participants with COVID-19 (a positive SARS-CoV-2 test or a physician's diagnosis of COVID-19) were matched by age, sex, and time to COVID-19-negative controls. We recorded symptom severity before and after COVID-19 in participants with COVID-19 and compared that with matched controls. FINDINGS 76 422 participants (mean age 53·7 years [SD 12·9], 46 329 [60·8%] were female) completed a total of 883 973 questionnaires. Of these, 4231 (5·5%) participants had COVID-19 and were matched to 8462 controls. Persistent symptoms in COVID-19-positive participants at 90-150 days after COVID-19 compared with before COVID-19 and compared with matched controls included chest pain, difficulties with breathing, pain when breathing, painful muscles, ageusia or anosmia, tingling extremities, lump in throat, feeling hot and cold alternately, heavy arms or legs, and general tiredness. In 12·7% of patients, these symptoms could be attributed to COVID-19, as 381 (21·4%) of 1782 COVID-19-positive participants versus 361 (8·7%) of 4130 COVID-19-negative controls had at least one of these core symptoms substantially increased to at least moderate severity at 90-150 days after COVID-19 diagnosis or matched timepoint. INTERPRETATION To our knowledge, this is the first study to report the nature and prevalence of post-COVID-19 condition, while correcting for individual symptoms present before COVID-19 and the symptom dynamics in the population without SARS-CoV-2 infection during the pandemic. Further research that distinguishes potential mechanisms driving post-COVID-19-related symptomatology is required. FUNDING ZonMw; Dutch Ministry of Health, Welfare, and Sport; Dutch Ministry of Economic Affairs; University Medical Center Groningen, University of Groningen; Provinces of Drenthe, Friesland, and Groningen.
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Affiliation(s)
- Aranka V Ballering
- Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Sander K R van Zon
- Department of Health Sciences, Community, and Occupational Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Tim C Olde Hartman
- Department of Primary and Community Care, Radboud Institute of Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Judith G M Rosmalen
- Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands; Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands.
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20
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Kuhn KG, Khadka K, Adesigbin K, Altidort B, Boyina K, Withers E, Maytubby P, Wendelboe A. Characterization of persons with reported SARS-CoV-2 infection in the Oklahoma City tri-county area: Evidence from the first 12 months of transmission. Am J Infect Control 2022; 50:729-734. [PMID: 35292299 PMCID: PMC8917874 DOI: 10.1016/j.ajic.2022.03.007] [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: 12/13/2021] [Revised: 03/05/2022] [Accepted: 03/05/2022] [Indexed: 11/18/2022]
Abstract
Background To describe characteristics, hospitalization, and death for reported cases of SARS-CoV-2 infection in the Oklahoma City tri-county area. Methods We extracted notified cases of SARS-CoV-2 infection for our study area and used descriptive statistics and modeling to examine case characteristics and calculate the odds of hospitalization and death in relation to a range of explanatory variables. Results Between March 12th, 2020 and February 28th, 2021, 124,925 cases of SARS-CoV-2 infection were reported from the study region. Being male, White or Black/African American, aged 50 years or older, presenting with apnea, cough, and shortness of breath, and having diabetes was associated with increased odds of hospitalization. The odds of dying were significantly associated with being Black/African American, presenting with cough and fever, having kidney disease and diabetes and being aged 70 years or older. Conclusions The first cohort analysis of SARS-CoV-2 positive individuals in the Oklahoma City tri-county area confirms comorbidities and age as important predictors of COVID-19 hospitalization or death. As a novel aspect, we show that early symptoms of breathing difficulties in particular are associated with hospitalization and death. Initial case assessment and SARS-CoV-2 guidelines should continue to focus on age, comorbidities, and early symptoms.
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Affiliation(s)
- Katrin Gaardbo Kuhn
- Department of Biostatistics & Epidemiology, Hudson College of Public Health, Oklahoma University Health Sciences Center, Oklahoma City, OK.
| | - Kapil Khadka
- Oklahoma City-County Health Department, Oklahoma City, OK
| | | | | | - Kavya Boyina
- Department of Biostatistics & Epidemiology, Hudson College of Public Health, Oklahoma University Health Sciences Center, Oklahoma City, OK
| | - Eddie Withers
- Oklahoma City-County Health Department, Oklahoma City, OK
| | - Phil Maytubby
- Oklahoma City-County Health Department, Oklahoma City, OK
| | - Aaron Wendelboe
- Department of Biostatistics & Epidemiology, Hudson College of Public Health, Oklahoma University Health Sciences Center, Oklahoma City, OK
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21
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Ballering AV, Oertelt-Prigione S, Hartman TCO, Rosmalen JGM. Response to Rossato et al. J Womens Health (Larchmt) 2022; 31:896-898. [PMID: 35708570 DOI: 10.1089/jwh.2022.0157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Aranka Viviënne Ballering
- Department of Psychiatry, University Medical Center Groningen, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), University of Groningen, Groningen, The Netherlands
| | - Sabine Oertelt-Prigione
- Department of Primary and Community Care, Radboud University medical Center, Nijmegen, The Netherlands
| | - Tim C Olde Hartman
- Department of Primary and Community Care, Radboud University medical Center, Nijmegen, The Netherlands
| | - Judith G M Rosmalen
- Department of Psychiatry, University Medical Center Groningen, Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), University of Groningen, Groningen, The Netherlands
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22
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Rossato M, Di Vincenzo A, Andrisani A, Marin L, Capone F, Vettor R. Re: "Sex and Gender-Related Differences in COVID-19 Diagnoses and SARS-CoV-2 Testing Practices During the First Wave of the Pandemic: The Dutch Lifelines COVID-19 Cohort Study" by Ballering et al. J Womens Health (Larchmt) 2022; 31:895-896. [PMID: 35647870 DOI: 10.1089/jwh.2022.0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Marco Rossato
- Clinica Medica 3, Department of Medicine-DIMED, University Hospital of Padova, Padova, Italy
| | - Angelo Di Vincenzo
- Clinica Medica 3, Department of Medicine-DIMED, University Hospital of Padova, Padova, Italy
| | - Alessandra Andrisani
- Unit of Gynecology and Obstetrics, Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy
| | - Loris Marin
- Unit of Gynecology and Obstetrics, Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy
| | - Federico Capone
- Clinica Medica 3, Department of Medicine-DIMED, University Hospital of Padova, Padova, Italy
| | - Roberto Vettor
- Clinica Medica 3, Department of Medicine-DIMED, University Hospital of Padova, Padova, Italy
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23
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Am I Paid Well Enough to Be Diagnosed with COVID-19? Determinants of Gender Differences in Infection Detection Rate among Polish Working Age Population. J Pers Med 2022; 12:jpm12050793. [PMID: 35629215 PMCID: PMC9147074 DOI: 10.3390/jpm12050793] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Revised: 05/08/2022] [Accepted: 05/12/2022] [Indexed: 12/16/2022] Open
Abstract
In comparison to Western European countries, Poland had a relatively lower percentage of its population diagnosed with COVID-19. Moreover, even the detected cases were not showing any pattern consistent with the expected chance of infection and were at best only remotely related to the severity of the illness that is known to increase with age. Instead, the crucial factor in detecting illness was whether the individual was likely to receive adequate compensation for being confined to their home, with employed women being the most likely to be diagnosed. In every Polish sub-region (powiat), in the 25–54 age group, the share of men diagnosed with COVID-19 was lower than that of women, with the missing share ranging from 8% to 36%. Based on the regression model (adjusted R² = 43.9%), there were relevant non-economic factors such as education, vaccination rate and increasing median age that were reducing this gap. However, the key factors, such as the share of population entitled to sick leave derived from employment rate, or the share of the self-employed population who were unlikely to receive adequate compensation, were related to economic incentives. It would seem that gender differences, in reaction to economic stimuli, widened the discrepancies, as the same factors were affecting women as well. While the testing rates in Poland, the lowest of all the EU countries, clearly played a role in creating the environment in which testing was perceived by the general population as somewhat optional, Polish citizens themselves through their actions aggravated the problem further, creating the impression of people receiving inadequate or no compensation for their time of self-isolation. In spite of well-intentioned government efforts to extend compensation to at least some groups, a significant share of the population clearly behaved as if they feared self-isolation more than the actual virus. Therefore, for both compliance and fairness purposes, both the severity of restrictions and the availability of compensation should be reconsidered.
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24
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Flacco ME, Soldato G, Acuti Martellucci C, Di Martino G, Carota R, Caponetti A, Manzoli L. Risk of SARS-CoV-2 Reinfection 18 Months After Primary Infection: Population-Level Observational Study. Front Public Health 2022; 10:884121. [PMID: 35586006 PMCID: PMC9108359 DOI: 10.3389/fpubh.2022.884121] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 04/04/2022] [Indexed: 11/22/2022] Open
Abstract
Current data suggest that SARS-CoV-2 reinfections are rare. Uncertainties remain, however, on the duration of the natural immunity, its protection against Omicron variant, and on the impact of vaccination to reduce reinfection rates. In this retrospective cohort analysis of the entire population of an Italian region, we followed 1,293,941 subjects from the beginning of the pandemic to the current scenario of Omicron predominance (up to mid-February 2022). After an average of 277 days, we recorded 729 reinfections among 119,266 previously infected subjects (overall rate: 6.1‰), eight COVID-19-related hospitalizations (7/100,000), and two deaths. Importantly, the incidence of reinfection did not vary substantially over time: after 18-22 months from the primary infection, the reinfection rate was still 6.7‰, suggesting that protection conferred by natural immunity may last beyond 12 months. The risk of reinfection was significantly higher among females, unvaccinated subjects, and during the Omicron wave.
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Affiliation(s)
- Maria Elena Flacco
- Department of Environmental and Prevention Sciences, University of Ferrara, Ferrara, Italy
| | | | | | | | | | | | - Lamberto Manzoli
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
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25
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de Medeiros SF, Yamamoto MMW, de Medeiros MAS, Yamamoto AKLW, Barbosa BB. Polycystic ovary syndrome and risks for COVID-19 infection: A comprehensive review : PCOS and COVID-19 relationship. Rev Endocr Metab Disord 2022; 23:251-264. [PMID: 35218458 PMCID: PMC8881900 DOI: 10.1007/s11154-022-09715-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/01/2022] [Indexed: 01/08/2023]
Abstract
This comprehensive review aimed to evaluate the relationship between SARS-CoV-2 infection (the cause of coronavirus disease 2019, or COVID-19) and the metabolic and endocrine characteristics frequently found in women with polycystic ovary syndrome (PCOS). In the general population, COVID-19 is more severe in subjects with dyslipidemia, obesity, diabetes mellitus, and arterial hypertension. Because these conditions are comorbidities commonly associated with PCOS, it was hypothesized that women with PCOS would be at higher risk for acquiring COVID-19 and developing more severe clinical presentations. This hypothesis was confirmed in several epidemiological studies. The present review shows that women with PCOS are at 28%-50% higher risk of being infected with the SARS-CoV-2 virus at all ages and that, in these women, COVID-19 is associated with increased rates of hospitalization, morbidity, and mortality. We summarize the mechanisms of the higher risk of COVID-19 infection in women with PCOS, particularly in those with carbohydrate and lipid abnormal metabolism, hyperandrogenism, and central obesity.
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Affiliation(s)
- Sebastião Freitas de Medeiros
- Department of Gynecology and Obstetrics, Medical School, Federal University of Mato Grosso, Cuiabá, MT, Brazil.
- Tropical Institute of Reproductive Medicine, Cuiabá, MT, Brazil.
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