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Kocowska-Trytko M, Terlecki M, Olszanecka A, Pavlinec C, Rajzer M. Sex and other predictors of mortality in long-term follow-up of patients with cardiovascular disease and COVID-19: a single-center retrospective study. Sci Rep 2025; 15:13245. [PMID: 40246964 PMCID: PMC12006295 DOI: 10.1038/s41598-025-93402-w] [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: 09/08/2024] [Accepted: 03/06/2025] [Indexed: 04/19/2025] Open
Abstract
Male sex is a well-known predictor of short-term prognosis in patients with coronavirus disease (COVID-19). Data, however, on long-term outcomes are scarce. We aimed to assess the differences in mortality between sexes and find other important predictors of survival from a long-term perspective. Data from all patients retrieved from a database of COVID-19 patients hospitalized at University Hospital in Krakow, Poland, between February 13, 2020, and May 10, 2021, were analyzed for clinical in-hospital data and after a 42 months follow-up period. Of the 4071 COVID-19 patients hospitalized, 2183 were men (53.6%). Males were on average younger and more likely to have concomitant chronic obstructive pulmonary disease, heart failure, coronary artery disease (including acute and chronic coronary syndrome) compared to women. In terms of laboratory findings, more advanced inflammatory markers and troponin I were predominantly observed in male patients than in female patients. Males were found to have a greater predisposition for relevant cardiovascular comorbidities and were more likely to have died during the 42 months follow-up. Additionally, higher levels of troponin I, N-terminal pro B-type natriuretic peptide and D-dimer were associated with a greater risk of death. Kaplan-Meier survival analyses revealed a worse 42 months survival for men up to the age of 65 years. Cardiovascular comorbidities, male sex and older age, as well as higher concentrations of markers indicating a thrombotic state and myocardial injury, were associated with poorer long-term prognosis in patients with COVID-19.
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Affiliation(s)
- Maryla Kocowska-Trytko
- 1st Department of Cardiology, Interventional Electrocardiology and Arterial Hypertension, Jagiellonian University Medical College, Jakubowskiego St. 2, 30-688, Krakow, Poland
| | - Michał Terlecki
- 1st Department of Cardiology, Interventional Electrocardiology and Arterial Hypertension, Jagiellonian University Medical College, Jakubowskiego St. 2, 30-688, Krakow, Poland
- Clinic of Interdisciplinary Intensive Care, Jagiellonian University Medical College, Krakow, Poland
| | - Agnieszka Olszanecka
- 1st Department of Cardiology, Interventional Electrocardiology and Arterial Hypertension, Jagiellonian University Medical College, Jakubowskiego St. 2, 30-688, Krakow, Poland
| | - Christopher Pavlinec
- 1st Department of Cardiology, Interventional Electrocardiology and Arterial Hypertension, Jagiellonian University Medical College, Jakubowskiego St. 2, 30-688, Krakow, Poland
| | - Marek Rajzer
- 1st Department of Cardiology, Interventional Electrocardiology and Arterial Hypertension, Jagiellonian University Medical College, Jakubowskiego St. 2, 30-688, Krakow, Poland.
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Casetti R, Sacchi A, Mazzotta V, Cristofanelli F, Grassi G, Gili S, Cimini E, Notari S, Bordoni V, Mastrorosa I, Giancola ML, Vergori A, Tempestilli M, Vita S, Mariotti D, Rosati S, Lalle E, Meschi S, Colavita F, Garbuglia AR, Girardi E, Nicastri E, Antinori A, Agrati C. Innate and SARS-CoV-2 specific adaptive immune response kinetic in neutralizing monoclonal antibody successfully treated COVID-19 patients. Int Immunopharmacol 2025; 148:113934. [PMID: 39832460 DOI: 10.1016/j.intimp.2024.113934] [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: 07/22/2024] [Revised: 12/06/2024] [Accepted: 12/21/2024] [Indexed: 01/22/2025]
Abstract
The impact of anti-Spike monoclonal antibody (mAbs) treatment on the immune response of COVID19-patients is poorly explored. In particular, a comparison of the immunological influence of different therapeutic regimens has not yet been performed. Aim of the study was to compare the kinetic of innate and adaptive immune response as well as the SARS-CoV-2 specific humoral and T cell response in two groups of SARS-CoV-2-infected patients treated with two different mAbs regimens: Bamlanivimab/Etesevimab (BAM/ETE) or Casirivimab/Imdevimab (CAS/IMD). SARS-CoV-2-infected patients (n = 39) with mild/moderate disease were enrolled before (T0) and after 7 days (T7) and 30 day (T30) from mAbs infusion. Patients were divided in two groups on the basis of the mAb regimen: BAM/ETE (n = 15) and CAS/IMD (n = 24). The phenotype/function of immune cell subsets was evaluated by flow-cytometry and by ELISA. The Spike-specific T cell response (IFN-γ) and anti-Nucleocapside IgG were evaluated by chemiluminescence assay. SARS CoV-2 RNA in nasal swabs was evaluated by RT-PCR. Eleven out of the thirty-nine enrolled patients tested negative at T7, among which nine (81.8 %) had been treated with CAS/IMD regimen. A comparable increase in CD4 and CD8 T cells was observed in both treatment groups. Moreover, a reduction of CD38 expression on T (CD4, CD8 and Vδ2) and on NK cells was observed in both groups, as well as a reduction overtime of the perforin expression in T (CD8, Vδ2) and in NK cells reaching significance only in CAS/IMD-treated patients. The SARS-CoV-2-specific T cells response increased at T7 in BAM/ETE-treated patients and at T30 in CAS/IND group. Of note, at T30 SARS-CoV2-specific T cells was higher in CAS/IMD than in BAM/ETE group. Furthermore, the titre of anti-N IgG increased overtime in both groups with a faster kinetic in CAS/IMD group. The spontaneous production of inflammatory cytokines by monocytes and neutrophils was similar the two mAb regimens, as well as the level of plasmatic IL-6. Finally, patients were also analysed according to sex. The male group showed a higher frequency of activated CD4 T cells, NKG2A-expressing CD8 T cells and perforin-expressing Vδ2 T cells compared to female group. Moreover, a higher specific T cell response at T30 was observed in the male compared to female group. In conclusion, these results show similar effects of both mAb regimens in restoring T and NK cell homeostasis and in reducing inflammation. In contrast, CAS/IMD allows a better humoral and cellular SARS-CoV2 specific immunization.
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Affiliation(s)
- Rita Casetti
- Cellular Immunology and Pharmacology Laboratory, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Alessandra Sacchi
- Molecular Virology and Antimicrobic Immunity Laboratory, Department of Science, University of Rome Three, 00146 Rome, Italy.
| | | | - Flavia Cristofanelli
- Cellular Immunology and Pharmacology Laboratory, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Germana Grassi
- Cellular Immunology and Pharmacology Laboratory, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Simona Gili
- Cellular Immunology and Pharmacology Laboratory, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Eleonora Cimini
- Cellular Immunology and Pharmacology Laboratory, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Stefania Notari
- Cellular Immunology and Pharmacology Laboratory, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Veronica Bordoni
- Unit of Pathogen Specific Immunity, Bambino Gesù Children's Hospital, IRCCS, Rome 00146 Italy.
| | | | | | | | - Massimo Tempestilli
- Cellular Immunology and Pharmacology Laboratory, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Serena Vita
- Clinical Department, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Davide Mariotti
- Virology Laboratory, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Silvia Rosati
- Clinical Department, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Eleonora Lalle
- Virology Laboratory, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Silvia Meschi
- Virology Laboratory, INMI L. Spallanzani, 00149 Rome, Italy.
| | | | | | - Enrico Girardi
- Scientific Directorate, INMI L. Spallanzani, 00149 Rome, Italy.
| | | | - Andrea Antinori
- Clinical Department, INMI L. Spallanzani, 00149 Rome, Italy.
| | - Chiara Agrati
- Unit of Pathogen Specific Immunity, Bambino Gesù Children's Hospital, IRCCS, Rome 00146 Italy.
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Ramos-Rincón JM, Sánchez-Paya J, González-De-La-Aleja P, Rodríguez-Díaz JC, Merino E. A national population-based study of mortality and risk factors in COVID-19-hospitalized patients in Spain (2020-2021). Front Public Health 2025; 13:1488283. [PMID: 39980912 PMCID: PMC11841506 DOI: 10.3389/fpubh.2025.1488283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 01/21/2025] [Indexed: 02/22/2025] Open
Abstract
Objectives The study aimed to analyze in-hospital mortality (IHM) among all COVID-19 patients hospitalized in Spain between March 1, 2020, and December 31, 2021, and to compare two distinct periods: the prevaccination period (March 1, 2020, to January 31, 2021) and the vaccination period (February 1, 2021, to December 31, 2021). The objective was to assess the impact of vaccination on IHM and identify associated risk factors, using data from Spain's national hospitalization registry. Methods This retrospective analysis used data from the Spanish National Surveillance System for Hospital Data. The primary outcome was in-hospital mortality (IHM). Multivariate logistic regression identified risk factors across the overall study period, as well as during the prevaccination and vaccination periods. Risk factors included age (in 20-year intervals), sex, comorbidities (e.g., hypertension, diabetes, chronic kidney failure, obesity, neurodegenerative disorders, and others), and admission to the intensive care unit. Results A total of 524,314 COVID-19 hospitalizations were recorded in Spain, with 329,690 during the prevaccination period and 194,624 during the vaccination period. Hospitalization rates dropped from 697/100,000 people to 411/100,000, and in-hospital mortality (IHM) decreased from 16.2 to 11.5% (adjusted odds ratio [AOR]: 0.71, 95% CI: 0.70-0.73, p < 0.001). IHM rose with age, from 0.8% in patients aged 18-39 to 31.7% in those ≥80 years (p < 0.001), but significant decreases were observed across all age groups after vaccination, especially in those ≥80 years (AOR: 0.76, 95% CI: 0.75-0.79, p < 0.001). Risk factors for IHM remained consistent, with leukemia, neoplasm, and lymphoma posing the highest risks, while female sex (AOR: 0.75, 95% CI: 0.74-0.77, p < 0.001) and dyslipidemia (AOR: 0.85, 95% CI: 0.32-0.86, p < 0.001) were protective factors. Conclusion During the vaccination period, the risk of in-hospital mortality (IHM) was 29% lower than in the prevaccination period, after adjusting for sex, age, and comorbidities. This reduced risk was observed across sexes, age groups, and comorbidities. The risk factors for IHM remained consistent between the two periods, with age as the main risk factor, while female sex and dyslipidemia were identified as protective factors.
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Affiliation(s)
- José-Manuel Ramos-Rincón
- Department of Internal Medicine, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, Alicante, Spain
- Miguel Hernández University of Elche, Alicante, Spain
| | - José Sánchez-Paya
- Preventive Service, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, Alicante, Spain
| | - Pilar González-De-La-Aleja
- Unit of Infectious Diseases, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, Alicante, Spain
| | - Juan-Carlos Rodríguez-Díaz
- Miguel Hernández University of Elche, Alicante, Spain
- Service of Microbiology, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, Alicante, Spain
| | - Esperanza Merino
- Miguel Hernández University of Elche, Alicante, Spain
- Unit of Infectious Diseases, Alicante Institute for Health and Biomedical Research (ISABIAL), Dr. Balmis General University Hospital, Alicante, Spain
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4
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Reyes G, Baltodano R, D’Imperio H, Morales C, Moscoso J, Cupe-Chacalcaje K, Cachicatari-Beltran A, Lopez R, Velazco MP, Campos-Vieira ML, Hernández JM, Pignatelli R, Spina SV. Analysis of COVID-19 patients hospitalized in general wards and intensive care units: Insights from the RIMAC cardiopulmonary imaging registry across Latin American centers. ARCHIVOS DE CARDIOLOGIA DE MEXICO 2024; 95:163-170. [PMID: 39642247 PMCID: PMC12058105 DOI: 10.24875/acm.24000068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Accepted: 11/05/2024] [Indexed: 12/08/2024] Open
Abstract
Objectives This study aimed to compare various aspects among coronavirus disease 2019 (COVID-19) patients admitted to general wards versus intensive care units (ICUs) in Latin American (LATAM), including demographics, comorbidities, imaging and laboratory findings, complications, treatments, and predictors of mortality. Materials and methods Data from the LATAM cardiopulmonary imaging registry of hospitalized COVID-19 patients (RIMAC) were analyzed. RIMAC is a prospective observational study conducted from March to December 2020 across 12 tertiary centers in nine LATAM countries. Results Out of 1,435 patients, 49.34% were admitted to general wards and 50.66% to ICUs. Significant differences were observed between the two groups. ICU patients had a higher incidence of comorbidities, elevated biomarker levels, and complications such as kidney and heart failure, and required more intensive treatments. They also showed more severe imaging findings and had longer hospital stays with higher mortality rates compared to ward patients. Conclusion The study highlighted significant disparities between COVID-19 patients admitted to general wards and ICUs in LATAM. These disparities encompassed clinical severity, resource utilization, and mortality rates. Older age, obesity, extensive lung infiltrates, and kidney failure emerged as predictors of mortality. These findings underscore the need for tailored management strategies based on the severity of illness among COVID-19 patients in LATAM.
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Affiliation(s)
- Graciela Reyes
- Department of Cardiology, Hospital de Alta Complejidad en Red El Cruce, Florencio Varela, Buenos Aires, Argentina
| | - Roberto Baltodano
- Department of Cardiology, Hospital Nacional Guillermo Almenara Irigoyen, Lima, Peru
| | - Heraldo D’Imperio
- Department of Cardiology, Hospital de Alta Complejidad en Red El Cruce, Florencio Varela, Buenos Aires, Argentina
| | - Cecilia Morales
- Department of Cardiology, Hospital de Alta Complejidad en Red El Cruce, Florencio Varela, Buenos Aires, Argentina
| | - Josh Moscoso
- Department of Cardiology, Hospital Nacional Guillermo Almenara Irigoyen, Lima, Peru
| | | | | | - Rosa Lopez
- Department of Cardiology, Hospital Nacional Guillermo Almenara Irigoyen, Lima, Peru
| | - Ma. Paula Velazco
- Department of Cardiology, Hospital de Alta Complejidad en Red El Cruce, Florencio Varela, Buenos Aires, Argentina
| | | | - José M. Hernández
- Department of Cardiology, Cardiolink Estudios Cardiovasculares, Monterrey, Mexico
| | - Ricardo Pignatelli
- Department of Cardiology, Children’s Hospital, Baylor College of Medicine, Houston, United Sates of America
| | - Salvador V. Spina
- Department of Cardiology, Hospital Aeronáutico Central, Buenos Aires, Argentina
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5
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Hamlin RE, Pienkos SM, Chan L, Stabile MA, Pinedo K, Rao M, Grant P, Bonilla H, Holubar M, Singh U, Jacobson KB, Jagannathan P, Maldonado Y, Holmes SP, Subramanian A, Blish CA. Sex differences and immune correlates of Long Covid development, symptom persistence, and resolution. Sci Transl Med 2024; 16:eadr1032. [PMID: 39536117 DOI: 10.1126/scitranslmed.adr1032] [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: 06/14/2024] [Accepted: 10/18/2024] [Indexed: 11/16/2024]
Abstract
Sex differences have been observed in acute coronavirus disease 2019 (COVID-19) and Long Covid (LC) outcomes, with greater disease severity and mortality during acute infection in males and greater proportions of females developing LC. We hypothesized that sex-specific immune dysregulation contributes to LC pathogenesis. To investigate the immunologic underpinnings of LC development and symptom persistence, we performed multiomic analyses on blood samples obtained during acute severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and 3 and 12 months after infection in a cohort of 45 participants who either developed LC or recovered. Several sex-specific immune pathways were associated with LC. Males who would later develop LC exhibited increases in transforming growth factor-β (TGF-β) signaling during acute infection, whereas females who would go on to develop LC had reduced TGFB1 expression. Females who developed LC demonstrated increased expression of XIST, an RNA gene implicated in autoimmunity, during acute infection compared with females who recovered. Many immune features of LC were also conserved across sexes, such as alterations in monocyte phenotype and activation state. Nuclear factor κB (NF-κB) transcription factors were up-regulated in many cell types at acute and convalescent time points. Those with ongoing LC demonstrated reduced ETS1 expression across lymphocyte subsets and elevated intracellular IL-4 in T cell subsets, suggesting that ETS1 alterations may drive aberrantly elevated T helper cell 2-like responses in LC. Altogether, this study describes multiple innate and adaptive immune correlates of LC, some of which differ by sex, and offers insights toward the pursuit of tailored therapeutics.
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Affiliation(s)
- Rebecca E Hamlin
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Shaun M Pienkos
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Leslie Chan
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Stanford Immunology Program, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Mikayla A Stabile
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Kassandra Pinedo
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Mallika Rao
- Stanford Center for Clinical Research, Stanford University, Stanford, CA 94305, USA
| | - Philip Grant
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Hector Bonilla
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Marisa Holubar
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Upinder Singh
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Karen B Jacobson
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Kaiser Permanente Vaccine Study Center, Oakland, CA 94612, USA
| | - Prasanna Jagannathan
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Yvonne Maldonado
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Susan P Holmes
- Department of Statistics, Stanford University, Stanford, CA 94305, USA
| | - Aruna Subramanian
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Catherine A Blish
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Stanford Medical Scientist Training Program, Stanford University School of Medicine, Stanford, CA 94305, USA
- Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
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6
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Azambuja P, Bastos LS, Batista-da-Silva AA, Ramos GV, Kurtz P, Dias CM, da Silva EP, Arouca LE, Soares J, Sejvar JJ, Sigfrid L, Ranzani OT, Hamacher S, Bozza FA. Prevalence, risk factors, and impact of long COVID in a socially vulnerable community in Brazil: a prospective cohort study. LANCET REGIONAL HEALTH. AMERICAS 2024; 37:100839. [PMID: 39100241 PMCID: PMC11295704 DOI: 10.1016/j.lana.2024.100839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 05/24/2024] [Accepted: 07/02/2024] [Indexed: 08/06/2024]
Abstract
Background Long COVID is an emerging global public health issue. Socially vulnerable communities in low- and-middle-income countries were severely impacted by the pandemic and are underrepresented in research. This prospective study aimed to determine the prevalence of long COVID, its impact on health, and associated risk factors in one such community in Rio de Janeiro, Brazil. Methods A total of 710 individuals aged 18 and older, with confirmed SARS-CoV-2 infection at least three months prior, were enrolled between November 25, 2021, and May 5, 2022. Participants were assessed via telephone or in person using a standardized questionnaire to evaluate their perception of recovery, symptoms, quality of life, and functional status. Findings Twenty percent of participants did not feel fully recovered, 22% experienced new or persistent symptoms, 26% had worsened functional status, 18% had increased dyspnoea, and 32% reported a worse quality of life. Persistent symptoms included headache, cough, fatigue, muscle pain, and shortness of breath. Dyspnoea during the acute phase was the strongest independent predictor of worsening outcomes. Females and individuals with comorbidities were more likely to report worse recovery, functioning, dyspnoea, and quality of life. Interpretation Our findings reveal a high burden of severe and persistent physical and mental health sequelae in a socially vulnerable community following COVID-19. Funding UK Foreign, Commonwealth and Development Office and Wellcome Trust Grant (222048/Z/20/Z), Fundação Oswaldo Cruz (FIOCRUZ), Fundação de Amparo à Pesquisa do Estado do Rio de Janeiro (FAPERJ), and the Centers for Disease Control and Prevention (CDC).
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Affiliation(s)
- Pedro Azambuja
- National Institute of Infectious Diseases Evandro Chagas, Oswaldo Cruz Foundation (INI-FIOCRUZ), Rio de Janeiro, RJ, Brazil
| | - Leonardo S.L. Bastos
- Department of Industrial Engineering (DEI), Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, RJ, Brazil
- Tecgraf Institute, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, RJ, Brazil
| | - Amanda A. Batista-da-Silva
- Department of Industrial Engineering (DEI), Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, RJ, Brazil
- Tecgraf Institute, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, RJ, Brazil
| | | | - Pedro Kurtz
- D’Or Institute for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil
- Hospital Copa Star, Rio de Janeiro, RJ, Brazil
- Paulo Niemeyer State Brain Institute (IECPN), Rio de Janeiro, RJ, Brazil
| | | | | | - Luna E. Arouca
- Associação de Desenvolvimento Redes da Maré, Rio de Janeiro, RJ, Brazil
| | - Jesus Soares
- Division of High-Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - James J. Sejvar
- Division of High-Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Louise Sigfrid
- ISARIC Global Support Centre, Policy and Practice Research Group, Pandemic Sciences Institute, University of Oxford, Oxford, UK
| | - Otavio T. Ranzani
- Barcelona Institute for Global Health, ISGlobal, Hospital Clínic-Universitat de Barcelona, Barcelona, Spain
- Pulmonary Division, Heart Institute (InCor), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, SP, Brazil
| | - Silvio Hamacher
- Department of Industrial Engineering (DEI), Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, RJ, Brazil
- Tecgraf Institute, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, RJ, Brazil
| | - Fernando A. Bozza
- National Institute of Infectious Diseases Evandro Chagas, Oswaldo Cruz Foundation (INI-FIOCRUZ), Rio de Janeiro, RJ, Brazil
- D’Or Institute for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil
- Comprehensive Health Research Centre (CHRC), NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal
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7
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González M, Al-Adib M, Rodríguez AB, Carrasco C. COVID-19 and menstrual-related disturbances: a Spanish retrospective observational study in formerly menstruating women. Front Glob Womens Health 2024; 5:1393765. [PMID: 39140011 PMCID: PMC11319254 DOI: 10.3389/fgwh.2024.1393765] [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: 02/29/2024] [Accepted: 07/16/2024] [Indexed: 08/15/2024] Open
Abstract
Introduction Four years after the start of the pandemic, there is limited evidence on the impact of COVID-19 on the women's health regardless of their reproductive status. Objective The aim was to analyze the prevalence and associated factors of menstrual-related disturbances in formerly menstruating women following SARS-CoV-2 infection. Study design A retrospective observational study of adult women in Spain was conducted during the month of December 2021 using an online survey (N = 17,512). The present analysis includes a subpopulation of SARS-CoV-2-infected and formerly menstruating women (n = 72). The collected data included general characteristics, medical history, and specific information on COVID-19. Chi-square and Mann-Whitney U-tests were performed. Bivariate logistic regression analysis was then performed to investigate possible associations between the occurrence of menstrual-related disturbances after SARS-CoV-2 infection. Results 38.8% of participants experienced menstrual-related disturbances following COVID-19. Among these, unexpected vaginal bleeding (20.8%) was the most common event, followed by spotting (11.1%) ( Table 1). Other reported changes were in the length (shorter = 12.5%) and flow (heavier = 30.3%) of menstrual bleeding in comparison to their previous experience. Regression analysis revealed that being a perimenopausal woman [adjusted odds ratio (AOR) 4.721, CI 95%, 1.022-21.796, p = 0.047] and having a previous diagnosis of menorrhagia (AOR 5.824 CI 95%, 1.521-22.310, p = 0.010) were factors associated with the event. Conclusion These findings could help health professionals provide their patients with up-to-date scientific information to empower them to actively manage their reproductive health, especially in societies where menstrual health is still taboo.
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Affiliation(s)
- María González
- Grupo de investigación Neuroinmunofisiología y Crononutrición, Departamento de Fisiología, Universidad de Extremadura, Badajoz, Spain
| | - Miriam Al-Adib
- Grupo de investigación Neuroinmunofisiología y Crononutrición, Departamento de Fisiología, Universidad de Extremadura, Badajoz, Spain
- Obstetrics & Gynecology Clinics “Miriam Gine”, Badajoz, Spain
| | - Ana B. Rodríguez
- Grupo de investigación Neuroinmunofisiología y Crononutrición, Departamento de Fisiología, Universidad de Extremadura, Badajoz, Spain
| | - Cristina Carrasco
- Grupo de investigación Neuroinmunofisiología y Crononutrición, Departamento de Fisiología, Universidad de Extremadura, Badajoz, Spain
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8
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Hamlin RE, Pienkos SM, Chan L, Stabile MA, Pinedo K, Rao M, Grant P, Bonilla H, Holubar M, Singh U, Jacobson KB, Jagannathan P, Maldonado Y, Holmes SP, Subramanian A, Blish CA. Sex differences and immune correlates of Long COVID development, persistence, and resolution. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.18.599612. [PMID: 38948732 PMCID: PMC11212991 DOI: 10.1101/2024.06.18.599612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Sex differences have been observed in acute COVID-19 and Long COVID (LC) outcomes, with greater disease severity and mortality during acute infection in males and a greater proportion of females developing LC. We hypothesized that sex-specific immune dysregulation contributes to the pathogenesis of LC. To investigate the immunologic underpinnings of LC development and persistence, we used single-cell transcriptomics, single-cell proteomics, and plasma proteomics on blood samples obtained during acute SARS-CoV-2 infection and at 3 and 12 months post-infection in a cohort of 45 patients who either developed LC or recovered. Several sex-specific immune pathways were associated with LC. Specifically, males who would develop LC at 3 months had widespread increases in TGF-β signaling during acute infection in proliferating NK cells. Females who would develop LC demonstrated increased expression of XIST, an RNA gene implicated in autoimmunity, and increased IL1 signaling in monocytes at 12 months post infection. Several immune features of LC were also conserved across sexes. Both males and females with LC had reduced co-stimulatory signaling from monocytes and broad upregulation of NF-κB transcription factors. In both sexes, those with persistent LC demonstrated increased LAG3, a marker of T cell exhaustion, reduced ETS1 transcription factor expression across lymphocyte subsets, and elevated intracellular IL-4 levels in T cell subsets, suggesting that ETS1 alterations may drive an aberrantly elevated Th2-like response in LC. Altogether, this study describes multiple innate and adaptive immune correlates of LC, some of which differ by sex, and offers insights toward the pursuit of tailored therapeutics.
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Affiliation(s)
- Rebecca E. Hamlin
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
| | - Shaun M. Pienkos
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
| | - Leslie Chan
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
- Stanford Immunology Program, Stanford University School of Medicine; Stanford, CA, USA
| | - Mikayla A. Stabile
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
| | - Kassandra Pinedo
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
| | - Mallika Rao
- Stanford Center for Clinical Research, Stanford University; Stanford, CA, USA
| | - Philip Grant
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
| | - Hector Bonilla
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
| | - Marisa Holubar
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
| | - Upinder Singh
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
- Department of Microbiology and Immunology, Stanford University School of Medicine; Stanford, CA, USA
| | - Karen B. Jacobson
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
| | - Prasanna Jagannathan
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
- Department of Microbiology and Immunology, Stanford University School of Medicine; Stanford, CA, USA
| | - Yvonne Maldonado
- Department of Pediatrics, Stanford University School of Medicine; Stanford, CA, USA
| | - Susan P. Holmes
- Department of Statistics, Stanford University; Stanford, CA, USA
| | - Aruna Subramanian
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
| | - Catherine A. Blish
- Department of Medicine, Stanford University School of Medicine; Stanford, CA, USA
- Stanford Medical Scientist Training Program, Stanford University School of Medicine; Stanford, CA, USA
- Chan Zuckerberg Biohub; San Francisco, CA, USA
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9
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Movsisyan M, Truzyan N, Kasparova I, Chopikyan A, Sawaqed R, Bedross A, Sukiasyan M, Dilbaryan K, Shariff S, Kantawala B, Hakobjanyan G, Petrosyan G, Hakobyan A, Yenkoyan K. Tracking the evolution of anti-SARS-CoV-2 antibodies and long-term humoral immunity within 2 years after COVID-19 infection. Sci Rep 2024; 14:13417. [PMID: 38862731 PMCID: PMC11167004 DOI: 10.1038/s41598-024-64414-9] [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: 02/15/2024] [Accepted: 06/08/2024] [Indexed: 06/13/2024] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that gave rise to COVID-19 infection produced a worldwide health crisis. The virus can cause a serious or even fatal disease. Comprehending the complex immunological responses triggered by SARS-CoV-2 infection is essential for identifying pivotal elements that shape the course of the disease and its enduring effects on immunity. The span and potency of antibody responses provide valuable perspicuity into the resilience of post-infection immunity. The analysis of existing literature reveals a diverse controversy, confining varying data about the persistence of particular antibodies as well as the multifaceted factors that impact their development and titer, Within this study we aimed to understand the dynamics of anti-SARS-CoV-2 antibodies against nucleocapsid (anti-SARS-CoV-2 (N)) and spike (anti-SARS-CoV-2 (N)) proteins in long-term immunity in convalescent patients, as well as the factors influencing the production and kinetics of those antibodies. We collected 6115 serum samples from 1611 convalescent patients at different post-infection intervals up to 21 months Study showed that in the fourth month, the anti-SARS-CoV-2 (N) exhibited their peak mean value, demonstrating a 79% increase compared to the initial month. Over the subsequent eight months, the peak value experienced a modest decline, maintaining a relatively elevated level by the end of study. Conversely, anti-SARS-CoV-2 (S) exhibited a consistent increase at each three-month interval over the 15-month period, culminating in a statistically significant peak mean value at the study's conclusion. Our findings demonstrate evidence of sustained seropositivity rates for both anti-SARS-CoV-2 (N) and (S), as well as distinct dynamics in the long-term antibody responses, with anti-SARS-CoV-2 (N) levels displaying remarkable persistence and anti-SARS-CoV-2 (S) antibodies exhibiting a progressive incline.
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Affiliation(s)
- Mariam Movsisyan
- Department of Allergology and Clinical Immunology, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
- Cobrain Center, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Nune Truzyan
- Cobrain Center, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Irina Kasparova
- Department of Histology, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Armine Chopikyan
- Cobrain Center, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
- Department of Public Health and Healthcare Organization, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Ra'ed Sawaqed
- General Medicine Faculty, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Alexandra Bedross
- General Medicine Faculty, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Meline Sukiasyan
- Department of Allergology and Clinical Immunology, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
- Cobrain Center, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Karen Dilbaryan
- Cobrain Center, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Sanobar Shariff
- General Medicine Faculty, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Burhan Kantawala
- Cobrain Center, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Gohar Hakobjanyan
- Cobrain Center, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
- Laboratory-Diagnostic Center of Heratsi Clinical Hospital, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Gayane Petrosyan
- Cobrain Center, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
- Laboratory-Diagnostic Center of Heratsi Clinical Hospital, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Armine Hakobyan
- Department of Allergology and Clinical Immunology, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia
| | - Konstantin Yenkoyan
- Neuroscience Laboratory, Cobrain Center, Yerevan State Medical University Named After Mkhitar Heratsi, 0025, Yerevan, Armenia.
- Department of Biochemistry, Yerevan State Medical University Named After Mkhitar Heratsi, Yerevan, Armenia.
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10
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Li K, Xia Y, Ye H, Sun X, Shi B, Wu J. Effectiveness and safety of immune response to SARS‑CoV‑2 vaccine in patients with chronic kidney disease and dialysis: A systematic review and meta‑analysis. Biomed Rep 2024; 20:78. [PMID: 38590946 PMCID: PMC10999903 DOI: 10.3892/br.2024.1766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 02/02/2024] [Indexed: 04/10/2024] Open
Abstract
The coronavirus disease 2019 (COVID-19) vaccination is the most effective way to prevent COVID-19. However, for chronic kidney disease patients on long-term dialysis, there is a lack of evidence regarding the efficacy and safety of the immune response to the vaccine. The present meta-analysis explores the efficacy and safety of COVID-19 vaccine in the immune response of patients with chronic kidney disease (CKD) undergoing dialysis. PubMed, Web of Science, Science Direct, and Cochrane Library databases were systematically searched from January 1, 2020, to December 31, 2022. Data analysis was performed using REVMAN 5.1s and Stata14 software. Baseline data and endpoint events were extracted, mainly including age, sex, dialysis vintage, body mass index (BMI), vaccine type and dose, history of COVID-19 infection, seropositivity rate, antibody titer, pain at injection site, headache and other safety events. The meta-analysis included 33 trials involving 81,348 patients. The immune efficacy of patients with CKD and dialysis was 80% (95 CI, 73-87%). The seropositivity rate of individuals without COVID-19 infection was 76.48% (3,824/5,000), while the seropositivity rate of individuals with COVID-19 infection was 80.82% (1,858/2,299). The standard mean difference of antibody titers in CKD and dialysis patients with or without COVID-19 infection was 27.73 (95% CI, -19.58-75.04). A total of nine studies reported the most common adverse events: Pain at the injection site, accounting for 18% (95 CI, 6-29%), followed by fatigue and headache, accounting for 8 (95 CI, 4-13%) and 6% (95 CI, 2-9%), respectively. COVID-19 vaccine benefitted patients with CKD undergoing dialysis with seropositivity rate ≥80%. Adverse events such as fatigue, headache, and pain at the injection site may occur after COVID-19 vaccination but the incidence is low.
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Affiliation(s)
- Kejia Li
- Department of Nephrology, The First People's Hospital of Jiashan, Jiaxing, Zhejiang 314100, P.R. China
| | - Yang Xia
- Department of Nephrology, The First People's Hospital of Jiashan, Jiaxing, Zhejiang 314100, P.R. China
| | - Hua Ye
- Department of Nephrology, The First People's Hospital of Jiashan, Jiaxing, Zhejiang 314100, P.R. China
| | - Xian Sun
- Department of Nephrology, The First People's Hospital of Jiashan, Jiaxing, Zhejiang 314100, P.R. China
| | - Bairu Shi
- Department of Nephrology, The First People's Hospital of Jiashan, Jiaxing, Zhejiang 314100, P.R. China
| | - Jiajun Wu
- Department of Nephrology, The First People's Hospital of Jiashan, Jiaxing, Zhejiang 314100, P.R. China
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11
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Nezhadmoghadam F, Tamez-Peña JG, Martinez-Ledesma E. Exploring the intersection of obesity and gender in COVID-19 outcomes in hospitalized Mexican patients: a comparative analysis of risk profiles using unsupervised machine learning. Front Public Health 2024; 12:1337432. [PMID: 38699419 PMCID: PMC11063238 DOI: 10.3389/fpubh.2024.1337432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 04/03/2024] [Indexed: 05/05/2024] Open
Abstract
Introduction Obesity and gender play a critical role in shaping the outcomes of COVID-19 disease. These two factors have a dynamic relationship with each other, as well as other risk factors, which hinders interpretation of how they influence severity and disease progression. This work aimed to study differences in COVID-19 disease outcomes through analysis of risk profiles stratified by gender and obesity status. Methods This study employed an unsupervised clustering analysis, using Mexico's national COVID-19 hospitalization dataset, which contains demographic information and health outcomes of patients hospitalized due to COVID-19. Patients were segmented into four groups by obesity and gender, with participants' attributes and clinical outcome data described for each. Then, Consensus and PAM clustering methods were used to identify distinct risk profiles based on underlying patient characteristics. Risk profile discovery was completed on 70% of records, with the remaining 30% available for validation. Results Data from 88,536 hospitalized patients were analyzed. Obesity, regardless of gender, was linked with higher odds of hypertension, diabetes, cardiovascular diseases, pneumonia, and Intensive Care Unit (ICU) admissions. Men tended to have higher frequencies of ICU admissions and pneumonia and higher mortality rates than women. Within each of the four analysis groups (divided based on gender and obesity status), clustering analyses identified four to five distinct risk profiles. For example, among women with obesity, there were four profiles; those with a hypertensive profile were more likely to have pneumonia, and those with a diabetic profile were most likely to be admitted to the ICU. Conclusion Our analysis emphasizes the complex interplay between obesity, gender, and health outcomes in COVID-19 hospitalizations. The identified risk profiles highlight the need for personalized treatment strategies for COVID-19 patients and can assist in planning for patterns of deterioration in future waves of SARS-CoV-2 virus transmission. This research underscores the importance of tackling obesity as a major public health concern, given its interplay with many other health conditions, including infectious diseases such as COVID-19.
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Affiliation(s)
| | | | - Emmanuel Martinez-Ledesma
- Tecnologico de Monterrey, The Institute for Obesity Research, Monterrey, Mexico
- Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Monterrey, Mexico
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12
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Demir E, Veizi BGY, Naharci MI. Long-Term Risk of Reduced Cognitive Performance and Associated Factors in Discharged Older Adults with COVID-19: A Longitudinal Prospective Study. Ann Geriatr Med Res 2024; 28:76-85. [PMID: 38225807 PMCID: PMC10982451 DOI: 10.4235/agmr.23.0186] [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: 11/07/2023] [Revised: 12/23/2023] [Accepted: 01/05/2024] [Indexed: 01/17/2024] Open
Abstract
BACKGROUND Increasing numbers of reports have suggested a deterioration in cognitive performance after recovery from coronavirus disease 2019 (COVID-19), however insufficient information is available regarding long-term brain health and risk factors related to reduced cognitive performance in advanced age. We investigated the prevalence of reduced cognitive performance and its associated factors among older adults after COVID-19. METHODS This prospective observational study enrolled older individuals (aged ≥65 years) hospitalized for COVID-19. Discharged patients were contacted after an average of 15 months and a brief battery was administered during telephone interviews to assess their mental status. RESULTS Among the 174 patients, 77 (44.3%) showed reduced cognitive performance at follow-up. Multivariate analysis revealed that female sex, education level, and increased Deyo/Charlson Comorbidity Index score, which is an objective indicator of chronic disease burden, were independent risk factors for long-term cognitive performance. Depression and anxiety symptoms, assessed using the Patient Health Questionnaire-2 and Generalized Anxiety Disorder 2-item questionnaire at the end of the study, were not associated with reduced cognitive performance. CONCLUSION Our findings provide key insights into discharged older adults with COVID-19 at risk of long-term cognitive impairment, and help to ascertain the factors associated with this problem.
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Affiliation(s)
- Elif Demir
- Department of Internal Medicine, Gulhane Faculty of Medicine & Gulhane Training and Research Hospital, University of Health Sciences, Ankara, Türkiye
| | - Betül Gülsüm Yavuz Veizi
- Department of Geriatrics, Gulhane Faculty of Medicine & Gulhane Training and Research Hospital, University of Health Sciences, Ankara, Türkiye
| | - Mehmet Ilkin Naharci
- Department of Geriatrics, Gulhane Faculty of Medicine & Gulhane Training and Research Hospital, University of Health Sciences, Ankara, Türkiye
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13
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Zhang F, Zhou P, Wang L, Liao X, Liu X, Ke C, Wen S, Shu Y. Polymorphisms of IFN signaling genes and FOXP4 influence the severity of COVID-19. BMC Infect Dis 2024; 24:270. [PMID: 38429664 PMCID: PMC10905836 DOI: 10.1186/s12879-024-09040-6] [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: 06/07/2023] [Accepted: 01/20/2024] [Indexed: 03/03/2024] Open
Abstract
BACKGROUND The clinical manifestations of COVID-19 range from asymptomatic, mild to moderate, severe, and critical disease. Host genetic variants were recognized to affect the disease severity. However, the genetic landscape differs among various populations. Therefore, we explored the variants associated with COVID-19 severity in the Guangdong population. METHODS A total of 314 subjects were selected, of which the severe and critical COVID-19 patients were defined as "cases", and the mild and moderate patients were defined as "control". Twenty-two variants in interferon-related genes and FOXP4 were genotyped using the MassARRAY technology platform. RESULTS IFN signaling gene MX1 rs17000900 CA + AA genotype was correlated with a reduced risk of severe COVID-19 in males (P = 0.001, OR = 0.050, 95%CI = 0.008-0.316). The AT haplotype comprised of MX1 rs17000900 and rs2071430 was more likely to protect against COVID-19 severity (P = 6.3E-03). FOXP4 rs1886814 CC genotype (P = 0.001, OR = 3.747, 95%CI = 1.746-8.043) and rs2894439 GA + AA genotype (P = 0.001, OR = 5.703, 95% CI = 2.045-15.903) were correlated with increased risk of severe COVID-19. Haplotype CA comprised of rs1886814 and rs2894439 was found to be correlated with adverse outcomes (P = 7.0E-04). FOXP4 rs1886814 CC (P = 0.0004) and rs2894439 GA + AA carriers had higher neutralizing antibody titers (P = 0.0018). The CA + AA genotype of MX1 rs17000900 tended to be correlated with lower neutralizing antibody titers than CC genotype (P = 0.0663), but the difference was not statistically significant. CONCLUSION Our study found a possible association between MX1 and FOXP4 polymorphisms and the severity of COVID-19. Distinguishing high-risk patients who develop severe COVID-19 will provide clues for early intervention and individual treatment strategies.
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Affiliation(s)
- Feng Zhang
- School of Public Health (Shenzhen), Sun Yat-Sen University, Shenzhen, 518107, P. R. China
| | - Pingping Zhou
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, P. R. China
| | - Liangliang Wang
- School of Public Health (Shenzhen), Sun Yat-Sen University, Shenzhen, 518107, P. R. China
| | - Xinzhong Liao
- School of Public Health (Shenzhen), Sun Yat-Sen University, Shenzhen, 518107, P. R. China
| | - Xuejie Liu
- School of Public Health (Shenzhen), Sun Yat-Sen University, Shenzhen, 518107, P. R. China
| | - Changwen Ke
- Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, P. R. China
| | - Simin Wen
- Guangzhou First People's Hospital, the Second Affiliated Hospital of South China University of Technology, Guangzhou, P. R. China.
| | - Yuelong Shu
- School of Public Health (Shenzhen), Sun Yat-Sen University, Shenzhen, 518107, P. R. China.
- Key Laboratory of Pathogen Infection Prevention and Control (MOE), State Key Laboratory of Respiratory Health and Multimorbidity, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 102629, P. R. China.
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14
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Bakhshi P, Ho JQ, Zanganeh S. Sex-specific outcomes in cancer therapy: the central role of hormones. FRONTIERS IN MEDICAL TECHNOLOGY 2024; 6:1320690. [PMID: 38362126 PMCID: PMC10867131 DOI: 10.3389/fmedt.2024.1320690] [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: 10/12/2023] [Accepted: 01/08/2024] [Indexed: 02/17/2024] Open
Abstract
Sex hormones play a pivotal role in modulating various physiological processes, with emerging evidence underscoring their influence on cancer progression and treatment outcomes. This review delves into the intricate relationship between sex hormones and cancer, elucidating the underlying biological mechanisms and their clinical implications. We explore the multifaceted roles of estrogen, androgens, and progesterone, highlighting their respective influence on specific cancers such as breast, ovarian, endometrial, and prostate. Special attention is given to estrogen receptor-positive (ER+) and estrogen receptor-negative (ER-) tumors, androgen receptor signaling, and the dual role of progesterone in both promoting and inhibiting cancer progression. Clinical observations reveal varied treatment responses contingent upon hormonal levels, with certain therapies like tamoxifen, aromatase inhibitors, and anti-androgens demonstrating notable success. However, disparities in treatment outcomes between males and females in hormone-sensitive cancers necessitate further exploration. Therapeutically, the utilization of hormone replacement therapy (HRT) during cancer treatments presents both potential risks and benefits. The promise of personalized therapies, tailored to an individual's hormonal profile, offers a novel approach to optimizing therapeutic outcomes. Concurrently, the burgeoning exploration of new drugs and interventions targeting hormonal pathways heralds a future of more effective and precise treatments for hormone-sensitive cancers. This review underscores the pressing need for a deeper understanding of sex hormones in cancer therapy and the ensuing implications for future therapeutic innovations.
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Affiliation(s)
- Parisa Bakhshi
- Research and Development, MetasFree Biopharmaceutical Company, Mansfield, MA, United States
| | - Jim Q. Ho
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, United States
| | - Steven Zanganeh
- Research and Development, MetasFree Biopharmaceutical Company, Mansfield, MA, United States
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15
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Santos RS, Barreto MDS, Silva EED, da Silva BS, de Jesus PC, Silva DMRR, Moura PHM, de Souza JB, dos Santos LMM, Guimarães AG, Santana LADM, Borges LP. COVID-19 Crisis in Brazil: Post-Vaccination Seroprevalence and Infection in More and Less Vaccinated Municipalities in a Northeastern State. Life (Basel) 2024; 14:94. [PMID: 38255709 PMCID: PMC10817450 DOI: 10.3390/life14010094] [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: 11/30/2023] [Revised: 12/29/2023] [Accepted: 01/03/2024] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Given the impact of the pandemic in Brazil, vaccination is essential to prevent illness and death. Thus, this study sought to compare, after vaccination, the circulation of SARS-CoV-2 and the response to vaccination in the least and most vaccinated municipalities of a Brazilian state during the height of the pandemic when the Omicron variant was dominant. METHODS We tested for the SARS-CoV-2 antigen and confirmed infection using an RT-qPCR and measured IgM and IgG antibodies in fully vaccinated participants from municipalities with higher and lower vaccination rates. RESULTS We showed that participants from the least vaccinated municipalities were more likely to have detectable IgM antibodies and a positive antigen/RT-qPCR result for SARS-CoV-2 than participants from the most vaccinated municipalities. There were no differences between the vaccines used (BNT162b2, Ad26.COV2.S, AZD1222, and CoronaVac) and antibody production. CONCLUSIONS Our study evaluated municipal vaccination coverage and its effects on mortality, infections, and anti-SARS-CoV-2 antibodies during a critical phase of the pandemic. The results suggest that higher vaccination coverage reduces acute cases and confers higher memory antibody levels against SARS-CoV-2. Even with a full vaccination schedule, individuals living in places with low vaccination rates are more susceptible to infection.
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Affiliation(s)
- Ronaldy Santana Santos
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (E.E.D.S.); (B.S.d.S.); (P.C.d.J.); (D.M.R.R.S.); (P.H.M.M.); (J.B.d.S.); (L.M.M.d.S.); (A.G.G.)
| | - Marina dos Santos Barreto
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (E.E.D.S.); (B.S.d.S.); (P.C.d.J.); (D.M.R.R.S.); (P.H.M.M.); (J.B.d.S.); (L.M.M.d.S.); (A.G.G.)
| | - Eloia Emanuelly Dias Silva
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (E.E.D.S.); (B.S.d.S.); (P.C.d.J.); (D.M.R.R.S.); (P.H.M.M.); (J.B.d.S.); (L.M.M.d.S.); (A.G.G.)
| | - Beatriz Soares da Silva
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (E.E.D.S.); (B.S.d.S.); (P.C.d.J.); (D.M.R.R.S.); (P.H.M.M.); (J.B.d.S.); (L.M.M.d.S.); (A.G.G.)
| | - Pamela Chaves de Jesus
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (E.E.D.S.); (B.S.d.S.); (P.C.d.J.); (D.M.R.R.S.); (P.H.M.M.); (J.B.d.S.); (L.M.M.d.S.); (A.G.G.)
| | - Deise Maria Rego Rodrigues Silva
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (E.E.D.S.); (B.S.d.S.); (P.C.d.J.); (D.M.R.R.S.); (P.H.M.M.); (J.B.d.S.); (L.M.M.d.S.); (A.G.G.)
| | - Pedro Henrique Macedo Moura
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (E.E.D.S.); (B.S.d.S.); (P.C.d.J.); (D.M.R.R.S.); (P.H.M.M.); (J.B.d.S.); (L.M.M.d.S.); (A.G.G.)
| | - Jessiane Bispo de Souza
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (E.E.D.S.); (B.S.d.S.); (P.C.d.J.); (D.M.R.R.S.); (P.H.M.M.); (J.B.d.S.); (L.M.M.d.S.); (A.G.G.)
| | - Leticia Milena Machado dos Santos
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (E.E.D.S.); (B.S.d.S.); (P.C.d.J.); (D.M.R.R.S.); (P.H.M.M.); (J.B.d.S.); (L.M.M.d.S.); (A.G.G.)
| | - Adriana Gibara Guimarães
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (E.E.D.S.); (B.S.d.S.); (P.C.d.J.); (D.M.R.R.S.); (P.H.M.M.); (J.B.d.S.); (L.M.M.d.S.); (A.G.G.)
| | | | - Lysandro Pinto Borges
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (E.E.D.S.); (B.S.d.S.); (P.C.d.J.); (D.M.R.R.S.); (P.H.M.M.); (J.B.d.S.); (L.M.M.d.S.); (A.G.G.)
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16
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Liu Y, Xiang C, Que Z, Li C, Wang W, Yin L, Chu C, Zhou Y. Neutrophil heterogeneity and aging: implications for COVID-19 and wound healing. Front Immunol 2023; 14:1201651. [PMID: 38090596 PMCID: PMC10715311 DOI: 10.3389/fimmu.2023.1201651] [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: 04/06/2023] [Accepted: 08/02/2023] [Indexed: 12/18/2023] Open
Abstract
Neutrophils play a critical role in the immune response to infection and tissue injury. However, recent studies have shown that neutrophils are a heterogeneous population with distinct subtypes that differ in their functional properties. Moreover, aging can alter neutrophil function and exacerbate immune dysregulation. In this review, we discuss the concept of neutrophil heterogeneity and how it may be affected by aging. We then examine the implications of neutrophil heterogeneity and aging for COVID-19 pathogenesis and wound healing. Specifically, we summarize the evidence for neutrophil involvement in COVID-19 and the potential mechanisms underlying neutrophil recruitment and activation in this disease. We also review the literature on the role of neutrophils in the wound healing process and how aging and neutrophil heterogeneity may impact wound healing outcomes. Finally, we discuss the potential for neutrophil-targeted therapies to improve clinical outcomes in COVID-19 and wound healing.
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Affiliation(s)
| | | | | | | | - Wen Wang
- Department of Hematology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China; Medical Cosmetic Center, Chengdu Second People's Hospital; Minhang Hospital, Fudan University, Shanghai, China
| | - Lijuan Yin
- Department of Hematology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China; Medical Cosmetic Center, Chengdu Second People's Hospital; Minhang Hospital, Fudan University, Shanghai, China
| | - Chenyu Chu
- Department of Hematology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China; Medical Cosmetic Center, Chengdu Second People's Hospital; Minhang Hospital, Fudan University, Shanghai, China
| | - Yin Zhou
- Department of Hematology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China; Medical Cosmetic Center, Chengdu Second People's Hospital; Minhang Hospital, Fudan University, Shanghai, China
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17
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Dias Silva EE, Chaves de Jesus P, Macedo Moura PH, Rego Rodrigues da Silva DM, Teles Dos Santos R, Cabral-Marques O, Alves da Mota Santana L, Borges LP. Is it possible to contain COVID-19 in a female prison in Brazil? A pilot study. Public Health 2023; 223:e7-e8. [PMID: 36925371 PMCID: PMC9889260 DOI: 10.1016/j.puhe.2023.01.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 01/20/2023] [Indexed: 02/05/2023]
Affiliation(s)
| | | | | | | | | | - Otávio Cabral-Marques
- Department of Medicine, Division of Molecular Medicine, University of São Paulo, School of Medicine; Laboratory of Medical Investigation, 29, University of São Paulo, School of Medicine; Department of Pharmacy and Postgraduate Program of Health and Science, Federal University of Rio Grande do Norte, Natal, Brazil; Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics-IME, University of São Paulo-USP, São Paulo, Brazil
| | | | - Lysandro Pinto Borges
- Center for Biological and Health Sciences, Department of Pharmacy; Clinical Biochemistry and Immunology Laboratory - LaBiC-Immun
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18
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Formiga MF, Dosbaba F, Hartman M, Batalik L, Senkyr V, Radkovcova I, Richter S, Brat K, Cahalin LP. Role of the Inspiratory Muscles on Functional Performance From Critical Care to Hospital Discharge and Beyond in Patients With COVID-19. Phys Ther 2023; 103:pzad051. [PMID: 37247250 DOI: 10.1093/ptj/pzad051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 01/04/2023] [Accepted: 02/19/2023] [Indexed: 05/31/2023]
Abstract
OBJECTIVE The role of inspiratory muscle performance in functional performance in patients with coronavirus disease 2019 (COVID-19) is poorly understood. The purpose of this study was to perform a longitudinal examination of inspiratory and functional performance from intensive care unit (ICU) discharge (ICUD) to hospital discharge (HD) and symptoms at HD and 1 month after HD in patients with COVID-19. METHODS Thirty patients (19 men, 11 women) with COVID-19 were included. Examination of inspiratory muscle performance at ICUD and HD was performed with an electronic manometer, which provided the maximal inspiratory pressure (MIP) and several other inspiratory measures. Examination of dyspnea and functional performance was performed at ICUD and HD with the Modified Borg Dyspnea Scale and the 1-minute sit-to-stand test (1MSST), respectively. RESULTS The mean age was 71 (SD = 11) years, the mean length of ICU stay was 9 (SD = 6) days, and the mean length of hospital stay was 26 (SD = 16) days. Most of the patients were diagnosed with severe COVID-19 (76.7%) and had a mean Charlson Comorbidity Index of 4.4 (SD = 1.9), reflecting high comorbidity. The mean MIP of the entire cohort increased minimally from ICUD to HD (from 36 [SD = 21] to 40 [SD = 20] cm H2O), reflecting predicted values for men and women at ICUD and HD of 46 (25%) to 51 (23%) and 37 (24%) to 37 (20%), respectively. The 1MSTS score increased significantly from ICUD to HD (9.9 [SD = 7.1] vs 17.7 [SD = 11.1]) for the entire cohort but remained far below population-based reference values (2.5th percentile) for the majority of patients at ICUD and HD. At ICUD, MIP was found to be a significant predictor of a favorable change in 1MSTS performance (β = 0.308; odds ratio = 1.36) at HD. CONCLUSION A significant reduction in inspiratory and functional performance exists in patients with COVID-19 at both ICUD and HD, with a greater MIP at ICUD being a significant predictor of a greater 1MSTS score at HD. IMPACT This study shows that inspiratory muscle training may be an important adjunct after COVID-19.
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Affiliation(s)
- Magno F Formiga
- Programa Pós-Graduação em Fisioterapia e Funcionalidade, Faculdade de Medicina, Universidade Federal do Ceará, Fortaleza, Ceará, Brazil
| | - Filip Dosbaba
- Department of Rehabilitation, University Hospital Brno, Brno, South Moravia, Czech Republic
| | - Martin Hartman
- Department of Rehabilitation, University Hospital Brno, Brno, South Moravia, Czech Republic
- Department of Rehabilitation and Sports Medicine, 2nd Faculty of Medicine, Charles University, University Hospital Motol, Prague, Czech Republic
| | - Ladislav Batalik
- Department of Rehabilitation, University Hospital Brno, Brno, South Moravia, Czech Republic
- Department of Public Health, Faculty of Medicine, Masaryk University Brno, Brno, South Moravia, Czech Republic
| | - Vojtech Senkyr
- Department of Rehabilitation, University Hospital Brno, Brno, South Moravia, Czech Republic
| | - Ivana Radkovcova
- Department of Rehabilitation, University Hospital Brno, Brno, South Moravia, Czech Republic
| | - Svatopluk Richter
- Department of Radiology and Nuclear Medicine, University Hospital Brno, Brno, South Moravia, Czech Republic
| | - Kristian Brat
- Department of Respiratory Diseases, University Hospital Brno, Brno South Moravia, Czech Republic
| | - Lawrence P Cahalin
- Department of Physical Therapy, University of Miami Miller School of Medicine, Coral Gables, Florida, USA
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19
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Schroth D, Garg R, Bocova X, Hansmann J, Haass M, Yan A, Fernando C, Chacko B, Oikonomou A, White J, Alhussein MM, Giusca S, Ochs A, Korosoglou G, André F, Friedrich MG, Ochs M. Predictors of persistent symptoms after mRNA SARS-CoV-2 vaccine-related myocarditis (myovacc registry). Front Cardiovasc Med 2023; 10:1204232. [PMID: 37416926 PMCID: PMC10321411 DOI: 10.3389/fcvm.2023.1204232] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 06/06/2023] [Indexed: 07/08/2023] Open
Abstract
Aims Epidemiological surveillance has raised safety concerns for mRNA SARS-CoV-2-vaccination-related myocarditis. We aimed to analyze epidemiological, clinical and imaging findings associated with clinical outcomes in these patients in an international multi-center registry (NCT05268458). Methods and results Patients with clinical and CMR diagnosis of acute myocarditis within 30 days after mRNA SARS-CoV-2-vaccination were included from five centers in Canada and Germany between 05/21 and 01/22. Clinical follow-up on persistent symptoms was collected. We enrolled 59 patients (80% males, mean age 29 years) with CMR-derived mild myocarditis (hs-Troponin-T 552 [249-1,193] ng/L, CRP 28 [13-51] mg/L; LVEF 57 ± 7%, LGE 3 [2-5] segments). Most common symptoms at baseline were chest pain (92%) and dyspnea (37%). Follow-up data from 50 patients showed overall symptomatic burden improvement. However, 12/50 patients (24%, 75% females, mean age 37 years) reported persisting symptoms (median interval 228 days) of chest pain (n = 8/12, 67%), dyspnea (n = 7/12, 58%), with increasing occurrence of fatigue (n = 5/12, 42%) and palpitations (n = 2/12, 17%). These patients had initial lower CRP, lower cardiac involvement in CMR, and fewer ECG changes. Significant predictors of persisting symptoms were female sex and dyspnea at initial presentation. Initial severity of myocarditis was not associated with persisting complaints. Conclusion A relevant proportion of patients with mRNA SARS-CoV-2-vaccination-related myocarditis report persisting complaints. While young males are usually affected, patients with persisting symptoms were predominantly females and older. The severity of the initial cardiac involvement not predicting these symptoms may suggest an extracardiac origin.
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Affiliation(s)
- Daniel Schroth
- Departments of Radiology and Cardiology, Theresien Hospital, Mannheim, Germany
| | - Ria Garg
- Departments of Medicine and Diagnostic Radiology, McGill University Health Centre (MUHC), Montreal, QC, Canada
| | - Xhoi Bocova
- Departments of Radiology and Cardiology, Theresien Hospital, Mannheim, Germany
| | - Jochen Hansmann
- Departments of Radiology and Cardiology, Theresien Hospital, Mannheim, Germany
| | - Markus Haass
- Departments of Radiology and Cardiology, Theresien Hospital, Mannheim, Germany
| | - Andrew Yan
- Division of Cardiology, Unity Health Toronto, St. Michael’s Hospital, Toronto, ON, Canada
| | - Carlos Fernando
- Division of Cardiology, Unity Health Toronto, St. Michael’s Hospital, Toronto, ON, Canada
| | - Binita Chacko
- Department of Medical Imaging, Sunnybrook Health Sciences Center, Toronto, ON, Canada
| | - Anastasia Oikonomou
- Department of Medical Imaging, Sunnybrook Health Sciences Center, Toronto, ON, Canada
| | - James White
- Stephenson Cardiac Imaging Centre, Foothills Medical Centre, Calgary, AB, Canada
| | | | - Sorin Giusca
- Department of Cardiology, GRN Hospital, Weinheim, Germany
| | - Andreas Ochs
- Department of Cardiology, Angiology and Pneumology, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Florian André
- Department of Cardiology, Angiology and Pneumology, University Hospital Heidelberg, Heidelberg, Germany
| | - Matthias G. Friedrich
- Departments of Medicine and Diagnostic Radiology, McGill University Health Centre (MUHC), Montreal, QC, Canada
| | - Marco Ochs
- Departments of Radiology and Cardiology, Theresien Hospital, Mannheim, Germany
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20
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Tang J, Liu H, Wang Q, Gu X, Wang J, Li W, Luo Y, Li Y, Deng L, Luo Y, Du X, Tan D, Fu X, Chen X. Predictors of high SARS-CoV-2 immunoglobulin G titers in COVID-19 convalescent whole-blood donors: a cross-sectional study in China. Front Immunol 2023; 14:1191479. [PMID: 37388736 PMCID: PMC10303911 DOI: 10.3389/fimmu.2023.1191479] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 06/02/2023] [Indexed: 07/01/2023] Open
Abstract
Background Demographic information has been shown to help predict high antibody titers of COVID-19 convalescent plasma (CCP) in CCP donors. However, there is no research on the Chinese population and little evidence on whole-blood donors. Therefore, we aimed to investigate these associations among Chinese blood donors after SARS-CoV-2 infection. Methods In this cross-sectional study, 5,064 qualified blood donors with confirmed or suspected SARS-CoV-2 infection completed a self-reported questionnaire and underwent tests of SARS-CoV-2 Immunoglobulin G (IgG) antibody and ABO blood type. Logistic regression models were used to calculate odds ratios (ORs) for high SARS-CoV-2 IgG titers according to each factor. Results Totally, 1,799 participants (with SARS-CoV-2 IgG titers≥1:160) had high-titer CCPs. Multivariable analysis showed that a 10-year increment in age and earlier donation were associated with higher odds of high-titer CCP, while medical personnel was associated with lower odds. The ORs (95% CIs) of high-titer CCP were 1.17 (1.10-1.23, p< 0.001) and 1.41 (1.25-1.58, p< 0.001) for each 10-year increment in age and earlier donation, respectively. The OR of high-titer CCP was 0.75 (0.60-0.95, p = 0.02) for medical personnel. Female early donors were associated with increased odds of high-titer CCP, but this association was insignificant for later donors. Donating after 8 weeks from the onset was associated with decreased odds of having high-titer CCP compared to donating within 8 weeks from the onset, and the HR was 0.38 (95% CI: 0.22-0.64, p <0.001). There was no significant association between ABO blood type or race and the odds of high-titer CCP. Discussion Older age, earlier donation, female early donors, and non-medical-related occupations are promising predictors of high-titer CCP in Chinese blood donors. Our findings highlight the importance of CCP screening at the early stage of the pandemic.
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Affiliation(s)
- Jingyun Tang
- Blood Research Laboratory, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Humin Liu
- Department of Blood Testing, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Qing Wang
- Department of Blood Collection, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Xiaobo Gu
- Department of Blood Collection, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Jia Wang
- Department of Blood Collection, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Wenjun Li
- Department of Blood Testing, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Yinglan Luo
- Department of Blood Testing, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Yan Li
- Department of Blood Collection, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Lan Deng
- Department of Blood Collection, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Yue Luo
- Blood Research Laboratory, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Xinman Du
- Blood Research Laboratory, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Donglin Tan
- Department of Blood Processing, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Xuemei Fu
- Blood Research Laboratory, Chengdu Blood Center, Chengdu, Sichuan, China
| | - Xue Chen
- Blood Research Laboratory, Chengdu Blood Center, Chengdu, Sichuan, China
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21
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Suarez LM, Diaz-Del Cerro E, Felix J, Gonzalez-Sanchez M, Ceprian N, Guerra-Perez N, G Novelle M, Martinez de Toda I, De la Fuente M. Sex differences in neuroimmunoendocrine communication. Involvement on longevity. Mech Ageing Dev 2023; 211:111798. [PMID: 36907251 DOI: 10.1016/j.mad.2023.111798] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 03/07/2023] [Accepted: 03/07/2023] [Indexed: 03/13/2023]
Abstract
Endocrine, nervous, and immune systems work coordinately to maintain the global homeostasis of the organism. They show sex differences in their functions that, in turn, contribute to sex differences beyond reproductive function. Females display a better control of the energetic metabolism and improved neuroprotection and have more antioxidant defenses and a better inflammatory status than males, which is associated with a more robust immune response than that of males. These differences are present from the early stages of life, being more relevant in adulthood and influencing the aging trajectory in each sex and may contribute to the different life lifespan between sexes.
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Affiliation(s)
- Luz M Suarez
- Department of Genetics, Physiology, and Microbiology (Unit of Animal Physiology), Faculty of Biology, Complutense University, Madrid, Spain.
| | - Estefania Diaz-Del Cerro
- Department of Genetics, Physiology, and Microbiology (Unit of Animal Physiology), Faculty of Biology, Complutense University, Madrid, Spain; Institute of Investigation Hospital 12 Octubre (imas12), Madrid, Spain
| | - Judith Felix
- Department of Genetics, Physiology, and Microbiology (Unit of Animal Physiology), Faculty of Biology, Complutense University, Madrid, Spain; Institute of Investigation Hospital 12 Octubre (imas12), Madrid, Spain
| | - Monica Gonzalez-Sanchez
- Department of Genetics, Physiology, and Microbiology (Unit of Animal Physiology), Faculty of Biology, Complutense University, Madrid, Spain; Institute of Investigation Hospital 12 Octubre (imas12), Madrid, Spain
| | - Noemi Ceprian
- Department of Genetics, Physiology, and Microbiology (Unit of Animal Physiology), Faculty of Biology, Complutense University, Madrid, Spain; Institute of Investigation Hospital 12 Octubre (imas12), Madrid, Spain
| | - Natalia Guerra-Perez
- Department of Genetics, Physiology, and Microbiology (Unit of Animal Physiology), Faculty of Biology, Complutense University, Madrid, Spain; Institute of Investigation Hospital 12 Octubre (imas12), Madrid, Spain
| | - Marta G Novelle
- Department of Genetics, Physiology, and Microbiology (Unit of Animal Physiology), Faculty of Biology, Complutense University, Madrid, Spain
| | - Irene Martinez de Toda
- Department of Genetics, Physiology, and Microbiology (Unit of Animal Physiology), Faculty of Biology, Complutense University, Madrid, Spain; Institute of Investigation Hospital 12 Octubre (imas12), Madrid, Spain
| | - Monica De la Fuente
- Department of Genetics, Physiology, and Microbiology (Unit of Animal Physiology), Faculty of Biology, Complutense University, Madrid, Spain; Institute of Investigation Hospital 12 Octubre (imas12), Madrid, Spain.
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22
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Raoufi E, Hosseini F, Onagh B, Salehi-Shadkami M, Mehrali M, Mohsenzadegan M, Ho JQ, Bigdelou B, Sepand MR, Webster TJ, Zanganeh S, Farajollahi MM. Designing and developing a sensitive and specific SARS-CoV-2 RBD IgG detection kit for identifying positive human samples. Clin Chim Acta 2023; 542:117279. [PMID: 36871661 PMCID: PMC9985519 DOI: 10.1016/j.cca.2023.117279] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 02/07/2023] [Accepted: 02/28/2023] [Indexed: 03/07/2023]
Abstract
BACKGROUND More than 3 y into the coronavirus 2019 (COVID-19) pandemic, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) continues to undergo mutations. In this context, the Receptor Binding Domain (RBD) is the most antigenic region among the SARS-CoV-2 Spike protein and has emerged as a promising candidate for immunological development. We designed an IgG-based indirect enzyme-linked immunoassay (ELISA) kit based on recombinant RBD, which was produced from the laboratory to 10 L industry scales in Pichia pastoris. METHODS A recombinant-RBD comprising 283 residues (31 kDa) was constructed after epitope analyses. The target gene was initially cloned into an Escherichia coli TOP10 genotype and transformed into Pichia pastoris CBS7435 muts for protein production. Production was scaled up in a 10 L fermenter after a 1 L shake-flask cultivation. The product was ultrafiltered and purified using ion-exchange chromatography. IgG-positive human sera for SARS-CoV-2 were employed by an ELISA test to evaluate the antigenicity and specific binding of the produced protein. RESULTS Bioreactor cultivation yielded 4 g/l of the target protein after 160 h of fermentation, and ion-exchange chromatography indicated a purity > 95%. A human serum ELISA test was performed in 4 parts, and the ROC area under the curve (AUC) was > 0.96 for each part. The mean specificity and sensitivity of each part was 100% and 91.5%, respectively. CONCLUSION A highly specific and sensitive IgG-based serologic kit was developed for improved diagnostic purposes in patients with COVID-19 after generating an RBD antigen in Pichia pastoris at laboratory and 10 L fermentation scales.
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Affiliation(s)
- Ehsan Raoufi
- Department of Medical Biotechnology, Iran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Hosseini
- Department of Medical Biotechnology, Iran University of Medical Sciences, Tehran, Iran
| | - Bahman Onagh
- Department of Biochemistry, School of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | | | - Marjan Mehrali
- School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Monireh Mohsenzadegan
- Department of Medical Laboratory Science, Iran University of Medical Sciences, Tehran, Iran
| | - Jim Q Ho
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, United States
| | - Banafsheh Bigdelou
- Department of Bioengineering, University of Massachusetts Dartmouth, Dartmouth, MA, United States
| | - Mohammad Reza Sepand
- Department of Bioengineering, University of Massachusetts Dartmouth, Dartmouth, MA, United States
| | - Thomas J Webster
- School of Health Sciences and Biomedical Engineering, Hebei University of Technology, Tianjin, China; School of Engineering, Saveetha University, Chennai, India; Program in Materials Science, UFPI, Teresina, Brazil
| | - Steven Zanganeh
- Department of Bioengineering, University of Massachusetts Dartmouth, Dartmouth, MA, United States.
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23
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Msemo OA, Pérez-Alós L, Minja DT, Hansen CB, Gesase S, Mtove G, Mbwana J, Larsen VML, Bøgestad ECS, Grunnet LG, Christensen DL, Bygbjerg IC, Burgner D, Schmiegelow C, Garred P, Hjort L. High anti-SARS-CoV-2 seroprevalence among unvaccinated mother-child pairs from a rural setting in north-eastern Tanzania during the second wave of COVID-19. IJID REGIONS 2023; 6:48-57. [PMID: 36466214 PMCID: PMC9709504 DOI: 10.1016/j.ijregi.2022.11.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 11/23/2022] [Accepted: 11/24/2022] [Indexed: 11/29/2022]
Abstract
Background The reported infection rates and burden of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in low- and middle-income countries, including those in sub-Saharan Africa, are relatively low compared to the rates and burden in Europe and America, partly due to limited testing capability. Unlike many countries, Tanzania has implemented neither mass screening nor restrictive measures such as lockdowns to date. The prevalence of SARS-CoV-2 infection in rural mainland Tanzania is largely unknown. Methods A cross-sectional study was conducted between April and October 2021 to assess the anti-SARS-CoV-2 seroprevalence among mother-child pairs (n = 634 children, n = 518 mothers) in a rural setting in north-eastern Tanzania. Results A very high prevalence of anti-SARS-CoV-2 antibody titres was found, with seroprevalence rates ranging from 29% among mothers and 40% among children, with a dynamic peak in seropositivity incidence at the end of July/early August being revealed. Significant differences in age, socioeconomic status, and body composition were associated with seropositivity in mothers and children. No significant associations were observed between seropositivity and comorbidities, including anaemia, diabetes, malaria, and HIV. Conclusions The transmission of SARS-CoV-2 in a rural region of Tanzania during 2021 was high, indicating a much higher infection rate in rural Tanzania compared to that reported in the UK and USA during the same period. Ongoing immune surveillance may be vital to monitoring the burden of viral infection in rural settings without access to molecular genotyping, where the load of communicable diseases may mask COVID-19. Surveillance could be implemented in tandem with the intensification of vaccination strategies.
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Affiliation(s)
- Omari Abdul Msemo
- National Institute for Medical Research, Tanga Centre, Tanga, Tanzania
| | - Laura Pérez-Alós
- Laboratory of Molecular Medicine, Department of Clinical Immunology, Section 7631, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Daniel T.R. Minja
- National Institute for Medical Research, Tanga Centre, Tanga, Tanzania
| | - Cecilie Bo Hansen
- Laboratory of Molecular Medicine, Department of Clinical Immunology, Section 7631, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Samwel Gesase
- National Institute for Medical Research, Tanga Centre, Tanga, Tanzania
| | - George Mtove
- National Institute for Medical Research, Tanga Centre, Tanga, Tanzania
| | - Joyce Mbwana
- National Institute for Medical Research, Tanga Centre, Tanga, Tanzania
| | - Victoria Marie Linderod Larsen
- Laboratory of Molecular Medicine, Department of Clinical Immunology, Section 7631, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark,Department of Technology, Faculty of Health, University College Copenhagen, Copenhagen, Denmark
| | - Emilie Caroline Skuladottir Bøgestad
- Laboratory of Molecular Medicine, Department of Clinical Immunology, Section 7631, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark,Department of Technology, Faculty of Health, University College Copenhagen, Copenhagen, Denmark
| | | | - Dirk Lund Christensen
- Global Health Section, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Ib Christian Bygbjerg
- Global Health Section, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - David Burgner
- Murdoch Children's Research Institute, Melbourne, Victoria, Australia,Department of Paediatrics, Melbourne University, Melbourne, Victoria, Australia
| | - Christentze Schmiegelow
- Centre for Medical Parasitology, Department of Immunology and Microbiology, University of Copenhagen and Department of Infectious Diseases, Copenhagen University Hospital, Copenhagen, Denmark,Department of Obstetrics, Copenhagen University Hospital, Copenhagen, Denmark
| | - Peter Garred
- Laboratory of Molecular Medicine, Department of Clinical Immunology, Section 7631, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Line Hjort
- Novo Nordisk Foundation Centre for Basic Metabolic Research, Metabolic Epigenetics Group, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark,Corresponding author: Line Hjort, he Novo Nordisk Foundation Centre for Basic Metabolic Research, Metabolic Epigenetics Group, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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24
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Hargrove-Wiley E, Fingleton B. Sex Hormones in Breast Cancer Immunity. Cancer Res 2023; 83:12-19. [PMID: 36279153 DOI: 10.1158/0008-5472.can-22-1829] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 09/22/2022] [Accepted: 10/18/2022] [Indexed: 02/03/2023]
Abstract
Sex hormones, such as estrogens and androgens, regulate genomic and cellular processes that contribute to sex-specific disparities in the pathophysiology of various cancers. Sex hormones can modulate the immune signals and activities of tumor cells and tumor-associated leukocytes to support or suppress cancer progression. Therefore, hormonal differences between males and females play a crucial role in cancer immunity and in the response to therapies that exploit the intrinsic immune system to eliminate malignant cells. In this review, we summarize the impact of sex hormones in the breast cancer microenvironment, with a focus on how the hormonal environment affects tumor immunity. We also discuss the potential benefits of endocrine therapy used in combination with immunotherapy to strengthen the antitumor immune response.
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Affiliation(s)
- Ebony Hargrove-Wiley
- Program in Cancer Biology, Department of Pharmacology, Vanderbilt University, Nashville, Tennessee
| | - Barbara Fingleton
- Program in Cancer Biology, Department of Pharmacology, Vanderbilt University, Nashville, Tennessee
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Pływaczewska-Jakubowska M, Chudzik M, Babicki M, Kapusta J, Jankowski P. Lifestyle, course of COVID-19, and risk of Long-COVID in non-hospitalized patients. Front Med (Lausanne) 2022; 9:1036556. [PMID: 36353225 PMCID: PMC9637668 DOI: 10.3389/fmed.2022.1036556] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Accepted: 10/03/2022] [Indexed: 10/20/2023] Open
Abstract
INTRODUCTION The coronavirus disease (COVID) 2019 pandemic remains a great challenge for the healthcare system. The widely reported prolonged signs and symptoms resulting from severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (Long-COVID) require medical care. The aim of the study was to assess factors, including lifestyle variables, related to the course of COVID-19 infection and to assess their impact on prolonged symptoms in non-hospitalized patients with COVID-19. METHODS A total of 1,847 (637 men and 1,210 women) non-hospitalized participants of the STOP-COVID registry of the PoLoCOV-Study who, following the COVID-19, underwent check-up examinations at the cardiology outpatient clinic were included in the analysis. RESULTS The study participants (median age 51 [41-62] years) were evaluated at 13.4 (8.4-23.6) weeks following the diagnosis of COVID-19. Female sex (odds ratio [OR] 1.46 [95% CI 1.19-1.78]), body mass index (BMI; per 1 kg/m2: 1.02 [1.00-1.04]), hypertension (1.39 [1.07-1.81]), asthma (1.55 [1.06-2.27]), stress or overworking (1.54 [1.25-1.90]), and nightshift work (1.51 [1.06-2.14]) were independently related to the severity of symptoms during acute phase of the COVID-19 infection. The Long-COVID syndrome was independently related to the female sex (1.42 [1.13-1.79]), history of myocardial infarction (2.57 [1.04-6.32]), asthma (1.56 [1.01-2.41]), and severe course of the acute phase of the COVID-19 infection (2.27 [1.82-2.83]). CONCLUSION Female sex, BMI, asthma, hypertension, nightshifts, and stress or overworking are significantly related to the severity of the acute phase of the COVID-19 infection, while female sex, asthma, history of myocardial infarction, and the severity of symptoms in the acute phase of COVID-19 are the predictors of Long-COVID in non-hospitalized patients. We did not find an independent relation between Long-COVID and the studied lifestyle factors.
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Affiliation(s)
| | - Michał Chudzik
- Department of Internal Medicine and Geriatric Cardiology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - Mateusz Babicki
- Department of Family Medicine, Wroclaw Medical University, Wroclaw, Poland
| | - Joanna Kapusta
- Department of Internal Medicine and Cardiac Rehabilitation, Medical University of Lodz, Łódz, Poland
| | - Piotr Jankowski
- Department of Internal Medicine and Geriatric Cardiology, Centre of Postgraduate Medical Education, Warsaw, Poland
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Li X, Zhou Y, Yuan S, Zhou X, Wang L, Sun J, Yu L, Zhu J, Zhang H, Yang N, Dai S, Song P, Larsson SC, Theodoratou E, Zhu Y, Li X. Genetically predicted high IGF-1 levels showed protective effects on COVID-19 susceptibility and hospitalization: a Mendelian randomisation study with data from 60 studies across 25 countries. eLife 2022; 11:e79720. [PMID: 36250974 PMCID: PMC9576268 DOI: 10.7554/elife.79720] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Accepted: 10/03/2022] [Indexed: 11/29/2022] Open
Abstract
Background Epidemiological studies observed gender differences in COVID-19 outcomes, however, whether sex hormone plays a causal in COVID-19 risk remains unclear. This study aimed to examine associations of sex hormone, sex hormones-binding globulin (SHBG), insulin-like growth factor-1 (IGF-1), and COVID-19 risk. Methods Two-sample Mendelian randomization (TSMR) study was performed to explore the causal associations between testosterone, estrogen, SHBG, IGF-1, and the risk of COVID-19 (susceptibility, hospitalization, and severity) using genome-wide association study (GWAS) summary level data from the COVID-19 Host Genetics Initiative (N=1,348,701). Random-effects inverse variance weighted (IVW) MR approach was used as the primary MR method and the weighted median, MR-Egger, and MR Pleiotropy RESidual Sum and Outlier (MR-PRESSO) test were conducted as sensitivity analyses. Results Higher genetically predicted IGF-1 levels have nominally significant association with reduced risk of COVID-19 susceptibility and hospitalization. For one standard deviation increase in genetically predicted IGF-1 levels, the odds ratio was 0.77 (95% confidence interval [CI], 0.61-0.97, p=0.027) for COVID-19 susceptibility, 0.62 (95% CI: 0.25-0.51, p=0.018) for COVID-19 hospitalization, and 0.85 (95% CI: 0.52-1.38, p=0.513) for COVID-19 severity. There was no evidence that testosterone, estrogen, and SHBG are associated with the risk of COVID-19 susceptibility, hospitalization, and severity in either overall or sex-stratified TSMR analysis. Conclusions Our study indicated that genetically predicted high IGF-1 levels were associated with decrease the risk of COVID-19 susceptibility and hospitalization, but these associations did not survive the Bonferroni correction of multiple testing. Further studies are needed to validate the findings and explore whether IGF-1 could be a potential intervention target to reduce COVID-19 risk. Funding We acknowledge support from NSFC (LR22H260001), CRUK (C31250/A22804), SHLF (Hjärt-Lungfonden, 20210351), VR (Vetenskapsrådet, 2019-00977), and SCI (Cancerfonden).
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Affiliation(s)
- Xinxuan Li
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Yajing Zhou
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Shuai Yuan
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska InstitutetStockholmSweden
| | - Xuan Zhou
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Lijuan Wang
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Jing Sun
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Lili Yu
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Jinghan Zhu
- The Second School of Clinical Medicine, Southern Medical UniversityGuangzhouChina
| | - Han Zhang
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Nan Yang
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Shuhui Dai
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Peige Song
- School of Public Health and Women's Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Susanna C Larsson
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska InstitutetStockholmSweden
- Unit of Medical Epidemiology, Department of Surgical Sciences, Uppsala UniversityUppsalaSweden
| | - Evropi Theodoratou
- Centre for Global Health, Usher Institute, University of EdinburghEdinburghUnited Kingdom
- Cancer Research UK Edinburgh Centre, Medical Research Council Institute of Genetics and Cancer, University of EdinburghEdinburghUnited Kingdom
| | - Yimin Zhu
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Xue Li
- Department of Big Data in Health Science School of Public Health, Center of Clinical Big Data and Analytics of The Second Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
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