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da Silva MVG, Pereira LRG, de Avó LRDS, Germano CMR, Melo DG. Enhancing understanding of SARS-CoV-2 infection among individuals with Down syndrome: An integrative review. SAO PAULO MED J 2023; 142:e2023015. [PMID: 37610949 PMCID: PMC10445757 DOI: 10.1590/1516-3180.2023.0015.r1.230523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 04/14/2023] [Accepted: 05/23/2023] [Indexed: 08/25/2023] Open
Abstract
BACKGROUND Down syndrome (DS) is a non-rare genetic condition that affects approximately 1 in every 800 live births worldwide. Further, it is associated with comorbidities, anatomical alterations of the respiratory tract, and immunological dysfunctions that make individuals more susceptible to respiratory infections. OBJECTIVE To systematize the current scientific knowledge about the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection among individuals with DS. DESIGN AND SETTING This integrative review was conducted at the Universidade Federal de São Carlos, São Paulo, Brazil. METHODS This review was conducted in the following databases: the Virtual Health Library (Biblioteca Virtual em Saúde, BVS), PubMed, and Web of Science, using MeSH descriptors. The search included English or Portuguese studies published between January 1, 2020, and October 14, 2022. RESULTS A total of 55 articles from 24 countries were selected, comprising 21 case-control or cohort studies, 23 case reports or series, and 11 narrative reviews or opinion studies. The articles were grouped into five categories: previous comorbidities, coronavirus disease 2019 (COVID-19) clinical features and evolution, cytokine storm and interleukins, living in institutions as a risk factor, and behavioral actions as a protective factor against SARS-CoV-2 infection. CONCLUSION Individuals with DS are more susceptible to COVID-19 infection due to variables such as previous comorbidities, immunological factors, and their habitable environments. These aspects confer a higher risk of infection and an unfavorable clinical course. The precise pathways involved in the pathophysiology of COVID-19 in individuals with DS are not clear, thus requiring further studies. SYSTEMATIC REVIEW REGISTRATION The Open Science Framework registered the research protocol (https://osf.io/jyb97/).
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Affiliation(s)
- Maria Vitoria Gomes da Silva
- Medical Undergraduate Student, Department of Medicine, Universidade
Federal de São Carlos (UFSCar), São Carlos (SP), Brazil
| | | | - Lucimar Retto da Silva de Avó
- MD, PhD. Associate Professor, Department of Medicine, Universidade
Federal de São Carlos (UFSCar), São Carlos (SP), Brazil
| | - Carla Maria Ramos Germano
- MD, PhD. Associate Professor, Department of Medicine, Universidade
Federal de São Carlos (UFSCar), São Carlos (SP), Brazil
| | - Débora Gusmão Melo
- MD, PhD. Full Professor, Department of Medicine, Universidade
Federal de São Carlos (UFSCar), São Carlos (SP), Brazil
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Improved autoregressive integrated moving average model for COVID-19 prediction by using statistical significance and clustering techniques. Heliyon 2023; 9:e13483. [PMID: 36776910 PMCID: PMC9896886 DOI: 10.1016/j.heliyon.2023.e13483] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 01/28/2023] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
Purpose The COVID-19 pandemic has affected more than 192 countries. The condition results in a respiratory illness (e.g., influenza) with signs and symptoms such as cold, cough, fever, and breathing difficulties. Predicting new instances of COVID-19 is always a challenging task. Methods This study improved the autoregressive integrated moving average (ARIMA)-based time series prediction model by incorporating statistical significance for feature selection and k-means clustering for outlier detection. The accuracy of the improved model (ARIMAI) was examined using World Health Organization's official data on the COVID-19 pandemic worldwide and compared with that of many modern, cutting-edge algorithms. Results The ARIMAI model (RSS score = 0.279, accuracy = 97.75%) outperformed the current ARIMA model (RSS score = 0.659, accuracy = 93%). Conclusions The ARIMAI model is not only an efficient but also a rapid and simple technique to forecast COVID-19 trends. The usage of this model enables the prediction of any disease that will affect patients in the future pandemics.
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Boschiero MN, Palamim CVC, Ortega MM, Marson FAL. Clinical characteristics and comorbidities of COVID-19 in unvaccinated patients with Down syndrome: first year report in Brazil. Hum Genet 2022; 141:1887-1904. [PMID: 35763088 PMCID: PMC9244024 DOI: 10.1007/s00439-022-02468-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 06/10/2022] [Indexed: 01/08/2023]
Abstract
Patients with Down syndrome (DS) are more affected by the Coronavirus Disease (COVID)-19 pandemic when compared with other populations. Therefore, the primary aim of our study was to report the death (case fatality rate) from SARS-CoV-2 infection in Brazilian hospitalized patients with DS from 03 January 2020 to 04 April 2021. The secondary objectives were (i) to compare the features of patients with DS and positive for COVID-19 (G1) to those with DS and with a severe acute respiratory infection (SARI) from other etiological factors (G2) to tease apart the unique influence of COVID-19, and (ii) to compare the features of patients with DS and positive for COVID-19 to those without DS, but positive for COVID-19 (G3) to tease apart the unique influence of DS. We obtained the markers for demographic profile, clinical symptoms, comorbidities, and the clinical features for SARI evolution during hospitalization in the first year of the COVID-19 pandemic in Brazil from a Brazilian open-access database. The data were compared between (i) G1 [1619 (0.4%) patients] and G2 [1431 (0.4%) patients]; and between (ii) G1 and G3 [222,181 (64.8%) patients]. The case fatality rate was higher in patients with DS and COVID-19 (G1: 39.2%), followed by individuals from G2 (18.1%) and G3 (14.0%). Patients from G1, when compared to G2, were older (≥ 25 years of age), presented more clinical symptoms related to severe illness and comorbidities, needed intensive care unit (ICU) treatment and non-invasive mechanical ventilation (MV) more frequently, and presented a nearly two fold-increased chance of death (OR = 2.92 [95% CI 2.44–3.50]). Patients from G1, when compared to G3, were younger (< 24 years of age), more prone to nosocomial infection, presented an increased chance for clinical symptoms related to a more severe illness; frequently needed ICU treatment, and invasive and non-invasive MV, and raised almost a three fold-increased chance of death (OR = 3.96 [95% CI 3.60–4.41]). The high case fatality rate in G1 was associated with older age (≥ 25 years of age), presence of clinical symptoms, and comorbidities, such as obesity, related to a more severe clinical condition. Unvaccinated patients with DS affected by COVID-19 had a high case fatality rate, and these patients had a different profile for comorbidities, clinical symptoms, and treatment (such as the need for ICU and MV) when compared with other study populations.
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Affiliation(s)
- Matheus Negri Boschiero
- Postgraduate Program in Health Science, Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Avenida São Francisco de Assis, 218. Jardim São José, Bragança Paulista, SP, 12916-900, Brazil
| | - Camila Vantini Capasso Palamim
- Postgraduate Program in Health Science, Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Avenida São Francisco de Assis, 218. Jardim São José, Bragança Paulista, SP, 12916-900, Brazil.,Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
| | - Manoela Marques Ortega
- Postgraduate Program in Health Science, Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Avenida São Francisco de Assis, 218. Jardim São José, Bragança Paulista, SP, 12916-900, Brazil.,Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
| | - Fernando Augusto Lima Marson
- Postgraduate Program in Health Science, Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Avenida São Francisco de Assis, 218. Jardim São José, Bragança Paulista, SP, 12916-900, Brazil. .,Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil.
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Multiple Organ Failure Associated with SARS-CoV-2 Infection in a Child with Down Syndrome: Is Trisomy 21 Associated with an Unfavourable Clinical Course? Case Rep Pediatr 2021; 2021:5893242. [PMID: 34760326 PMCID: PMC8575596 DOI: 10.1155/2021/5893242] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 10/08/2021] [Accepted: 10/13/2021] [Indexed: 11/17/2022] Open
Abstract
Introduction Down syndrome (DS) is one of the most frequent genomic disorders around the globe (∼1:700 births). During the COVID-19 pandemic, it has been recognized that children with DS are patients with a greater risk of presenting SARS-CoV-2 infection-related poor outcomes. Nonetheless, a few cases with DS and SARS-CoV-2 infection have been reported. Our aim is to describe the unfavorable clinical course of a child with DS infected with SARS-CoV-2 virus. Case Female, 2 years old, karyotype 47,XX,+21[30], previously diagnosed with a cyanotic congenital heart disease (tricuspid atresia and infundibular pulmonary stenosis, type Ib) who started with diarrhea, developed shortness of breath, and cyanosis and was admitted to the hospital presenting low-oxygen saturation (33%) requiring invasive mechanical ventilation support. The patient tested positive for SARS-CoV-2 infection. During hospitalization, the patient presented hypotension, anuria, retarded capillary filling, and metabolic acidosis; management with vasoactive drugs was needed. Nonetheless, the patient developed respiratory and cardiac failure, acute renal injury (AKIN-III), and septic shock. After 24 days of hospitalization, the patient died. Conclusions Multiple organ failure observed in the patient presented could be related to the triple gene dose of four interferon receptors (IFNAR1, IFNAR2, IFNGR2, and IL10RB) located at 21q22.11. Additionally, overexpression of TMPRSS2 at the pulmonary level, located also at 21q22.3, could be related with an increased susceptibility for the development of SARS-CoV-2 infection in DS patients.
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Hatton C, Bailey T, Bradshaw J, Caton S, Flynn S, Gillooly A, Jahoda A, Maguire R, Marriott A, Mulhall P, Oloidi E, Taggart L, Todd S, Abbott D, Beyer S, Gore N, Heslop P, Scior K, Hastings RP. The willingness of UK adults with intellectual disabilities to take COVID-19 vaccines. JOURNAL OF INTELLECTUAL DISABILITY RESEARCH : JIDR 2021; 65:949-961. [PMID: 34529314 PMCID: PMC8657332 DOI: 10.1111/jir.12884] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 07/29/2021] [Accepted: 08/29/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Given the much greater COVID-19 mortality risk experienced by people with intellectual disabilities (ID), understanding the willingness of people with ID to take a COVID-19 vaccine is a major public health issue. METHOD In December 2020 to February 2021, across the United Kingdom, 621 adults with ID were interviewed remotely and 348 family carers or support workers of adults with ID with greater needs completed an online survey, including a question on willingness to take a COVID-19 vaccine if offered. RESULTS Eighty-seven per cent of interviewees with ID were willing to take a COVID-19 vaccine, with willingness associated with white ethnicity, having already had a flu vaccine, gaining information about COVID-19 from television but not from social media, and knowing COVID-19 social restrictions rules. A percentage of 81.7% of surveyed carers of adults with ID with greater needs reported that the person would be willing to take a COVID-19 vaccine, with willingness associated with white ethnicity, having a health condition of concern in the context of COVID-19, having had a flu vaccine, being close to someone who had died due to COVID-19, and having shielded at some point during the pandemic. CONCLUSIONS Reported willingness to take the COVID-19 vaccine is high among adults with ID in the United Kingdom, with factors associated with willingness having clear implications for public health policy and practice.
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Affiliation(s)
- C. Hatton
- Department of Social Care and Social WorkManchester Metropolitan UniversityManchesterUK
| | - T. Bailey
- Centre for Educational Development, Appraisal and ResearchUniversity of WarwickCoventryUK
| | | | - S. Caton
- Department of Social Care and Social WorkManchester Metropolitan UniversityManchesterUK
| | - S. Flynn
- Centre for Educational Development, Appraisal and ResearchUniversity of WarwickCoventryUK
| | - A. Gillooly
- Institute of Health and WellbeingUniversity of GlasgowGlasgowUK
| | - A. Jahoda
- Institute of Health and WellbeingUniversity of GlasgowGlasgowUK
| | - R. Maguire
- Institute of Health and WellbeingUniversity of GlasgowGlasgowUK
| | - A. Marriott
- National Development Team for InclusionBathUK
| | - P. Mulhall
- Institute of Nursing and Health ResearchUniversity of UlsterJordanstownUK
| | - E. Oloidi
- Unit for Development in Intellectual and Developmental DisabilitiesUniversity of South WalesPontypriddUK
| | - L. Taggart
- Institute of Nursing and Health ResearchUniversity of UlsterJordanstownUK
| | - S. Todd
- Unit for Development in Intellectual and Developmental DisabilitiesUniversity of South WalesPontypriddUK
| | - D. Abbott
- School for Policy StudiesUniversity of BristolBristolUK
| | - S. Beyer
- School of MedicineUniversity of CardiffCardiffUK
| | - N. Gore
- Tizard CentreUniversity of KentCanterburyUK
| | - P. Heslop
- School for Policy StudiesUniversity of BristolBristolUK
| | - K. Scior
- Division of Psychology and Language SciencesUniversity College LondonLondonUK
| | - R. P. Hastings
- Centre for Educational Development, Appraisal and ResearchUniversity of WarwickCoventryUK
- Centre for Developmental Psychiatry and PsychologyMonash UniversityMelbourneVICAustralia
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Williamson EJ, McDonald HI, Bhaskaran K, Walker AJ, Bacon S, Davy S, Schultze A, Tomlinson L, Bates C, Ramsay M, Curtis HJ, Forbes H, Wing K, Minassian C, Tazare J, Morton CE, Nightingale E, Mehrkar A, Evans D, Inglesby P, MacKenna B, Cockburn J, Rentsch CT, Mathur R, Wong AYS, Eggo RM, Hulme W, Croker R, Parry J, Hester F, Harper S, Douglas IJ, Evans SJW, Smeeth L, Goldacre B, Kuper H. Risks of covid-19 hospital admission and death for people with learning disability: population based cohort study using the OpenSAFELY platform. BMJ 2021; 374:n1592. [PMID: 34261639 PMCID: PMC8278652 DOI: 10.1136/bmj.n1592] [Citation(s) in RCA: 62] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/09/2021] [Indexed: 02/01/2023]
Abstract
OBJECTIVE To assess the association between learning disability and risk of hospital admission and death from covid-19 in England among adults and children. DESIGN Population based cohort study on behalf of NHS England using the OpenSAFELY platform. SETTING Patient level data were obtained for more than 17 million people registered with a general practice in England that uses TPP software. Electronic health records were linked with death data from the Office for National Statistics and hospital admission data from NHS Secondary Uses Service. PARTICIPANTS Adults (aged 16-105 years) and children (<16 years) from two cohorts: wave 1 (registered with a TPP practice as of 1 March 2020 and followed until 31 August 2020); and wave 2 (registered 1 September 2020 and followed until 8 February 2021). The main exposure group consisted of people on a general practice learning disability register; a subgroup was defined as those having profound or severe learning disability. People with Down's syndrome and cerebral palsy were identified (whether or not they were on the learning disability register). MAIN OUTCOME MEASURE Covid-19 related hospital admission and covid-19 related death. Non-covid-19 deaths were also explored. RESULTS For wave 1, 14 312 023 adults aged ≥16 years were included, and 90 307 (0.63%) were on the learning disability register. Among adults on the register, 538 (0.6%) had a covid-19 related hospital admission; there were 222 (0.25%) covid-19 related deaths and 602 (0.7%) non-covid deaths. Among adults not on the register, 29 781 (0.2%) had a covid-19 related hospital admission; there were 13 737 (0.1%) covid-19 related deaths and 69 837 (0.5%) non-covid deaths. Wave 1 hazard ratios for adults on the learning disability register (adjusted for age, sex, ethnicity, and geographical location) were 5.3 (95% confidence interval 4.9 to 5.8) for covid-19 related hospital admission and 8.2 (7.2 to 9.4) for covid-19 related death. Wave 2 produced similar estimates. Associations were stronger among those classified as having severe to profound learning disability, and among those in residential care. For both waves, Down's syndrome and cerebral palsy were associated with increased hazards for both events; Down's syndrome to a greater extent. Hazard ratios for non-covid deaths followed similar patterns with weaker associations. Similar patterns of increased relative risk were seen for children, but covid-19 related deaths and hospital admissions were rare, reflecting low event rates among children. CONCLUSIONS People with learning disability have markedly increased risks of hospital admission and death from covid-19, over and above the risks observed for non-covid causes of death. Prompt access to covid-19 testing and healthcare is warranted for this vulnerable group, and prioritisation for covid-19 vaccination and other targeted preventive measures should be considered.
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Affiliation(s)
| | - Helen I McDonald
- London School of Hygiene and Tropical Medicine, London, UK
- National Institute for Health Research (NIHR) Health Protection Research Unit in Vaccines and Immunisation, London, UK
| | | | - Alex J Walker
- The DataLab, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Sebastian Bacon
- The DataLab, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Simon Davy
- The DataLab, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Anna Schultze
- London School of Hygiene and Tropical Medicine, London, UK
| | | | | | - Mary Ramsay
- National Institute for Health Research (NIHR) Health Protection Research Unit in Vaccines and Immunisation, London, UK
- Public Health England, London, UK
| | - Helen J Curtis
- The DataLab, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | - Kevin Wing
- London School of Hygiene and Tropical Medicine, London, UK
| | | | - John Tazare
- London School of Hygiene and Tropical Medicine, London, UK
| | - Caroline E Morton
- The DataLab, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | - Amir Mehrkar
- The DataLab, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Dave Evans
- The DataLab, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Peter Inglesby
- The DataLab, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Brian MacKenna
- The DataLab, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | | | - Rohini Mathur
- London School of Hygiene and Tropical Medicine, London, UK
| | - Angel Y S Wong
- London School of Hygiene and Tropical Medicine, London, UK
| | | | - William Hulme
- The DataLab, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Richard Croker
- The DataLab, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | | | | | - Ian J Douglas
- London School of Hygiene and Tropical Medicine, London, UK
| | | | - Liam Smeeth
- London School of Hygiene and Tropical Medicine, London, UK
| | - Ben Goldacre
- National Institute for Health Research (NIHR) Health Protection Research Unit in Vaccines and Immunisation, London, UK
| | - Hannah Kuper
- London School of Hygiene and Tropical Medicine, London, UK
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Brotman S, Sussman T, Pacheco L, Dickson D, Lach L, Raymond É, Deshaies MH, Freitas Z, Milot É. The Crisis Facing Older People Living with Neurodiversity and Their Aging Family Carers: A Social Work Perspective. JOURNAL OF GERONTOLOGICAL SOCIAL WORK 2021; 64:547-556. [PMID: 33900151 DOI: 10.1080/01634372.2021.1920537] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 04/19/2021] [Accepted: 04/19/2021] [Indexed: 06/12/2023]
Abstract
This commentary addresses barriers to care among older adults living with neurodiversity (ND), and their aging family carers in the context of the COVID-19 pandemic in Canada. Factors contributing to inequities are described and the significant negative consequences of current policy decisions on the social and mental health of older adults with ND and their aging family carers are highlighted. The commentary calls for a collective social work response that highlights the critical role of support and advocacy necessary to redress social exclusion.
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Affiliation(s)
- Shari Brotman
- McGill School of Social Work, Research Member of the Centre for Research and Expertise in Social Gerontology (CREGÉS), Montréal, Québec, Canada
| | - Tamara Sussman
- McGill School of Social Work, and Research Member of CREGÉS, Montréal, Québec, Canada
| | - Laura Pacheco
- McGill School of Social Work, Parenting Services, Direction DI-TSA-DP CIUSSS Du Ouest-de-l'Île-de-Montréal, Montréal, Québec, Canada
| | - Daniel Dickson
- Political Science, Concordia University and Student Member of CREGÉS, Montréal, Québec, Canada
| | - Lucyna Lach
- McGill School of Social Work, Montréal, Québec, Canada
| | - Émilie Raymond
- École De Travail Social Et De Criminologie, Université Laval and Research Member of CREGÉS, Québec City, Québec, Canada
| | - Marie-Hélène Deshaies
- École De Travail Social Et De Criminologie, Université Laval, Québec City, Québec, Canada
| | - Zelda Freitas
- McGill School of Social Work, Coordinator of Caregiving, CREGÉS/CIUSSS Centre-Ouest-de-l'Île-de-Montréal, Montréal, Québec, Canada
| | - Élise Milot
- École De Travail Social Et De Criminologie, Université Laval, Québec City, Québec, Canada
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