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Hyland ME, Antonacci Y, Bacon AM. Comparison of the symptom networks of long-COVID and chronic fatigue syndrome: From modularity to connectionism. Scand J Psychol 2024; 65:1132-1140. [PMID: 39034480 DOI: 10.1111/sjop.13060] [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: 11/23/2023] [Revised: 07/03/2024] [Accepted: 07/09/2024] [Indexed: 07/23/2024]
Abstract
The objective was to compare the symptom networks of long-COVID and chronic fatigue syndrome (CFS) in conjunction with other theoretically relevant diagnoses in order to provide insight into the etiology of medically unexplained symptoms (MUS). This was a cross-sectional comparison of questionnaire items between six groups identified by clinical diagnosis. All participants completed a 65-item psychological and somatic symptom questionnaire (GSQ065). Diagnostically labelled groups were long-COVID (N = 107), CFS (N = 254), irritable bowel syndrome (IBS, N = 369), fibromyalgia (N = 1,127), severe asthma (N = 100) and healthy group (N = 207). The 22 symptoms that best discriminated between the six groups were selected for network analysis. Connectivity, fragmentation and number of symptom clusters (statistically related symptoms) were assessed. Compared to long-COVID, the symptom networks of CFS, IBS and fibromyalgia had significantly lower connectivity, greater fragmentation and more symptom clusters. The number of clusters varied between 9 for CFS and 3 for severe asthma, and the content of clusters varied across all groups. Of the 33 symptom clusters identified over the six groups 30 clusters were unique. Although the symptom networks of long-COVID and CFS differ, the variation of cluster content across the six groups is inconsistent with a modular causal structure but consistent with a connectionist (network, parallel distributed processing) biological basis of MUS. A connectionist structure would explain why symptoms overlap and merge between different functional somatic syndromes, the failure to discover a biological diagnostic test and how psychological and behavioral interventions are therapeutic.
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Gaudry C, Dhersin R, Dubée V. [Mechanisms of prolonged symptoms following acute COVID-19: Some pathophysiological pathways]. Rev Mal Respir 2024; 41:660-668. [PMID: 39426876 DOI: 10.1016/j.rmr.2024.07.009] [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: 01/17/2023] [Accepted: 07/30/2024] [Indexed: 10/21/2024]
Abstract
INTRODUCTION Following the Omicron wave in early 2022, an estimated 60-70% of the French population was infected with the SARS-CoV-2 virus. One out of ten infected subjects could have persistent symptoms three months after infection, representing a public health challenge. CURRENT STATE OF KNOWLEDGE The persistent symptoms may be secondary to diverse entities with distinct mechanisms. While organic infection sequelae occur mainly after severe COVID-19, some symptoms appear to be essentially psychological in origin; in addition, many subjects present stereotyped symptoms of fluctuating intensity with no identified anatomical or psychic substratum, often in the aftermath of a benign infection. The most frequent complaints are fatigue, pain, dyspnea and difficulty concentrating. PERSPECTIVES The hypotheses explored to explain these symptoms include: persistent immune dysfunction, inducted autoimmunity, and microbiome disturbances. Persistent viral antigens may lie at the crossroads of these mechanisms. To date, these different etiological avenues have yet to lead to the development of diagnostic tests or specific therapeutic strategies. CONCLUSION Prolonged symptoms after COVID-19 correspond to heterogeneous nosological entities with poorly understood mechanisms.
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Affiliation(s)
- C Gaudry
- Service des maladies infectieuses et tropicales, CHU d'Angers, 4, rue Larrey, 49100 Angers, France
| | - R Dhersin
- Service des maladies infectieuses et tropicales, CHU d'Angers, 4, rue Larrey, 49100 Angers, France
| | - V Dubée
- Service des maladies infectieuses et tropicales, CHU d'Angers, 4, rue Larrey, 49100 Angers, France.
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Kim E, Kim JY, Moon KM, Kim TW, Kim WY, Jung SY, Baek MS. One-year mortality and associated factors in older hospitalized COVID-19 survivors: a Nationwide Cohort Study in Korea. Sci Rep 2024; 14:24889. [PMID: 39438611 PMCID: PMC11496793 DOI: 10.1038/s41598-024-76871-3] [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: 05/16/2024] [Accepted: 10/17/2024] [Indexed: 10/25/2024] Open
Abstract
This study aimed to evaluate the 1-year mortality rate among older patients with COVID-19 discharged from hospital and to identify risk factors associated with this outcome. Using a COVID-19 dataset from the Korean National Health Insurance System, this study's evaluation period spanned from October 8, 2020, through December 31, 2021. The primary outcome was the 1-year mortality rate following hospital discharge. A logistic regression model was employed for multivariable analysis to estimate the odds ratios for the outcomes, and the Kaplan-Meier method was used to analyze differences in 1-year survival rates. Among the 66,810 COVID-19 patients aged 60 years or older who were hospitalized during the study period, the in-hospital mortality rate was 4.8% (n = 3219). Among the survivors (n = 63,369), the 1-year mortality rate was 4.9% (n = 3093). Non-survivors, compared to survivors, were significantly older (79.2 ± 9.5 vs. 68.9 ± 7.8, P < 0.001) and exhibited a lower rate of COVID-19 vaccination (63.0% vs. 91.7%, P < 0.001). Additionally, non-survivors experienced a higher incidence of organ dysfunction, along with a greater proportion of required mechanical ventilation (14.6% vs. 1.0%, P < 0.001) and extracorporeal membrane oxygenation (4.0% vs. 0.1%, P < 0.001). Multivariable logistic regression analysis identified older age, male sex, cardiovascular disease, immunosuppression, organ dysfunction, illness severity, and corticosteroid use during hospitalization as factors associated with death within 1 year after hospital discharge. However, vaccination was found to have a long-term protective effect against death among COVID-19 survivors. The 1-year mortality rate after hospital discharge for older COVID-19 patients was comparable to the in-hospital mortality rate for these patients in Korea. The long-term mortality rate among hospitalized older COVID-19 patients was influenced by demographic factors and the severity of illness experienced during hospitalization.
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Affiliation(s)
- Eunji Kim
- Department of Global Innovative Drugs, The Graduate School of Chung‑Ang University, Chung‑Ang University, Seoul, Republic of Korea
| | - Jeong-Yeon Kim
- Department of Global Innovative Drugs, The Graduate School of Chung‑Ang University, Chung‑Ang University, Seoul, Republic of Korea
| | - Kyoung Min Moon
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Chung-Ang University Hospital, Chung-Ang University College of Medicine, 102, Heukseok-ro, Dongjak-gu, Seoul, 06973, Republic of Korea
| | - Tae Wan Kim
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Chung-Ang University Hospital, Chung-Ang University College of Medicine, 102, Heukseok-ro, Dongjak-gu, Seoul, 06973, Republic of Korea
| | - Won-Young Kim
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Chung-Ang University Hospital, Chung-Ang University College of Medicine, 102, Heukseok-ro, Dongjak-gu, Seoul, 06973, Republic of Korea
| | - Sun-Young Jung
- Department of Global Innovative Drugs, The Graduate School of Chung‑Ang University, Chung‑Ang University, Seoul, Republic of Korea
- College of Pharmacy, Chung‑Ang University, Seoul, Republic of Korea
| | - Moon Seong Baek
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Chung-Ang University Hospital, Chung-Ang University College of Medicine, 102, Heukseok-ro, Dongjak-gu, Seoul, 06973, Republic of Korea.
- Biomedical Research Institute, Chung-Ang University Hospital, Seoul, Republic of Korea.
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4
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White RA, Zhang C, Valcarcel Salamanca B, Angelsen A, Zakiudin DP, Andries A, Kabashi S, Moberg LL. Aberrations in medically certified sick leave and primary healthcare consultations in Norway in 2023 compared to pre-COVID-19-pandemic trends. Arch Public Health 2024; 82:187. [PMID: 39438966 PMCID: PMC11495095 DOI: 10.1186/s13690-024-01411-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 09/30/2024] [Indexed: 10/25/2024] Open
Abstract
BACKGROUND Since 2022, Norway has employed a vaccine-only COVID-19 strategy. Primary healthcare in Norway uses International Classification of Primary Care version 2 (ICPC-2) codes. This study aims to systematically compare medically certified sick leave and primary healthcare consultations in 2023 with the pre-pandemic 2010-2019 trends, and subsequently estimate the magnitude of these changes. METHODS For the respective outcomes of (A) working person-years lost to medically certified sick leave (WYLSL) and (B) number of primary healthcare consultations, 556 and 85 ICPC-2 code combinations were extracted from the Norwegian Labour and Welfare Administration's sick leave registry and the Norwegian Syndromic Surveillance System. For each ICPC-2 code combination, a Bayesian linear regression was performed using data between 2010 and 2019 to estimate an expected baseline for 2023, which was then used to calculate the deviation from the pre-pandemic trend. A false discovery rate of 5% was used to account for multiple testing. RESULTS All years from 2020 to 2023 had excess WYLSL, corresponding to 14,491 (90% PI: 8,935 to 20,016) in 2020, 12,911 (90% PI: 5,916 to 19,996) in 2021, 21,263 (90% PI: 12,627 to 29,864) in 2022, and 24,466 (90% PI: 14,023 to 34,705) in 2023. This corresponded to an economic loss of approximately 1.5 billion USD in 2023. Excess WYLSL due to A* (General and unspecified) increased from 2020 to 2023, with an estimated excess of 4,136 WYLSL in 2023 (69% higher than expected). More than half of this increase was explained by A04 (Weakness/tiredness general), whose excess WYLSL in 2023 were estimated at 2,640 (80% higher than expected). The excess in A04 (Weakness/tiredness general) corresponded to an economic loss of 161 million USD and accounted for 11% of the total excess WYLSL in 2023. The excess WYLSL in R* (Respiratory) in 2023 was 3,408, which correspond to an economic loss of 207 million USD and accounted for 14% of the total excess in 2023. CONCLUSIONS Significant excesses in working person-years lost to medically certified sick leave and primary healthcare consultations in 2023. A sizable proportion of the excesses were due to diseases/symptoms associated with acute and post-acute sequelae of COVID-19.
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Affiliation(s)
| | | | | | - Aslaug Angelsen
- Norwegian University of Science and Technology, Trondheim, Norway
| | | | - Aristomo Andries
- Norwegian University of Science and Technology, Trondheim, Norway
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Cui H, Sun F, Yu N, Cao Y, Wang X, Zhang D, Chen Z, Wang N, Yuan B, Liu P, Duan W, Qiu W, Yin X, Ma C. TLR2/NF-κB signaling in macrophage/microglia mediated COVID-pain induced by SARS-CoV-2 envelope protein. iScience 2024; 27:111027. [PMID: 39435149 PMCID: PMC11493200 DOI: 10.1016/j.isci.2024.111027] [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: 05/08/2024] [Revised: 06/26/2024] [Accepted: 09/20/2024] [Indexed: 10/23/2024] Open
Abstract
Pain has become a major symptom of long COVID-19 without effective therapy. Apart from viral infection pathological process, SARS-CoV-2 membranal proteins (envelope [S2E], spike [S2S] and membrane [S2M]) also present pro-inflammatory feature independently. Here, we aim to uncover the neuroinflammatory mechanism of COVID-pain induced by SARS-CoV-2 membranal proteins. We detected the three proteins in both peripheral sensory ganglions and spinal dorsal horn of COVID-19 donors. After intradermal and intrathecal injection, only S2E triggered pain behaviors, accompanied with upregulated-phosphorylation nuclear factor kappa B (NF-κB), which was significantly attenuated by minocycline in mice. We further identified Toll-like receptor 2 (TLR2) among TLRs as the target of S2E to evoke inflammatory responses leading to COVID-pain. This study identified the nociceptive effect of S2E through directly interacting with macrophage/microglia TLR2 and inducing the following NF-κB inflammatory storm. Clearing away S2E and inhibiting macrophage/microglia TLR2 served as perspective therapeutic strategies for COVID-19 pain.
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Affiliation(s)
- Huan Cui
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
| | - Fengrun Sun
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
| | - Ning Yu
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
| | - Yan Cao
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
| | - Xue Wang
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Di Zhang
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Zhen Chen
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Naili Wang
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Bo Yuan
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
| | - Penghao Liu
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Laboratory of Spinal Cord Injury and Functional Reconstruction, China International Neuroscience Institute (CHINA-INI), Beijing, China
| | - Wanru Duan
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Laboratory of Spinal Cord Injury and Functional Reconstruction, China International Neuroscience Institute (CHINA-INI), Beijing, China
| | - Wenying Qiu
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Xiangsha Yin
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
| | - Chao Ma
- State Key Laboratory of Common Mechanism Research for Major Diseases, Department of Human Anatomy, Histology and Embryology, Neuroscience Center, Joint Laboratory of Anesthesia and Pain, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, No.5 DongDanSanTiao, Dongcheng District, Beijing 100005, China
- National Human Brain Bank for Development and Function, Beijing, China
- Chinese Institute for Brain Research, Beijing 102206, China
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Meirman TD, Shapira B, Balicer RD, Rokach L, Dagan N. Trends of common laboratory biomarkers after SARS-CoV-2 infection. J Infect 2024; 89:106318. [PMID: 39423876 DOI: 10.1016/j.jinf.2024.106318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 10/09/2024] [Accepted: 10/10/2024] [Indexed: 10/21/2024]
Abstract
BACKGROUND Most studies that explore the long-term effects of COVID-19 are based on subjectively reported symptoms, while laboratory-measured biomarkers are mainly examined in studies of relatively small cohorts. This study investigates the long-term effects of SARS-CoV-2 infection on common laboratory biomarkers. METHODS We utilized a retrospective cohort of SARS-CoV-2 infected individuals and rigorously matched controls based on demographic and clinical characteristics, examining 63 common laboratory biomarkers. Additional lab-specific cohorts were matched with an additional criterion of baseline biomarker values. Differences in biomarkers over a 12-month follow-up were analyzed using standardized mean difference-in-differences. RESULTS The general cohort included 361,061 matched pairs, with 26M laboratory results. The effects on most biomarkers lasted 1-4 months and were consistent with anticipated changes after acute viral infections. Some biomarkers presented prolonged effects, consistent across the general and lab-specific cohorts. One group of such findings included a 7-8 month decrease in WBC counts, mainly driven by decreased counts of neutrophils, monocytes, and basophils. Potassium levels were decreased for 3-5 months. Vaccinated individuals' data suggested potentially smaller effects on WBCs, but cohort sizes limited this analysis. CONCLUSIONS This study explores SARS-CoV-2 infection effects on common laboratory biomarkers, characterizing the direction and duration of these effects on the largest infected cohort to date. The effects of most biomarkers resolve in the first months following infection. The most notable longer-lasting effects involved the immune system. Further research is required to characterize the magnitude of these effects among specific individuals.
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Affiliation(s)
| | | | - Ran D Balicer
- Ben-Gurion University of the Negev, Israel; Clalit Research Institute, Israel; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute.
| | | | - Noa Dagan
- Ben-Gurion University of the Negev, Israel; Clalit Research Institute, Israel; The Ivan and Francesca Berkowitz Family Living Laboratory Collaboration at Harvard Medical School and Clalit Research Institute.
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7
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Tesch F, Ehm F, Loser F, Bechmann L, Vivirito A, Wende D, Batram M, Buschmann T, Menzer S, Ludwig M, Roessler M, Seifert M, Margolis GS, Reitzle L, König C, Schulte C, Hertle D, Ballesteros P, Baßler S, Bertele B, Bitterer T, Riederer C, Sobik F, Scheidt-Nave C, Schmitt J. Post-viral symptoms and conditions are more frequent in COVID-19 than influenza, but not more persistent. BMC Infect Dis 2024; 24:1126. [PMID: 39385128 PMCID: PMC11465902 DOI: 10.1186/s12879-024-10059-y] [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: 04/06/2024] [Accepted: 10/04/2024] [Indexed: 10/11/2024] Open
Abstract
BACKGROUND Post-viral symptoms have long been known in the medical community but have received more public attention during the COVID-19 pandemic. Many post-viral symptoms were reported as particularly frequent after SARS-CoV-2 infection. However, there is still a lack of evidence regarding the specificity, frequency and persistence of these symptoms in comparison to other viral infectious diseases such as influenza. METHODS We investigated a large population-based cohort based on German routine healthcare data. We matched 573,791 individuals with a PCR-test confirmed SARS-CoV-2 infection from the year 2020 to contemporary controls without SARS-CoV-2 infection and controls from the last influenza outbreak in 2018 and followed them up to 18 months. RESULTS We found that post-viral symptoms as defined for COVID-19 by the WHO as well as tissue damage were more frequent among the COVID-19 cohort than the influenza or contemporary control cohort. The persistence of post-viral symptoms was similar between COVID-19 and influenza. CONCLUSION Post-viral symptoms following SARS-CoV-2 infection constitute a substantial disease burden as they are frequent and often persist for many months. As COVID-19 is becoming endemic, the disease must not be trivialized. Research should focus on the development of effective treatments for post-viral symptoms.
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Affiliation(s)
- Falko Tesch
- Center for Evidence-Based Healthcare (ZEGV), University Hospital and Faculty of Medicine Carl Gustav Carus, TU Dresden, Fetscherstraße 74, Dresden, 01307, Germany.
| | - Franz Ehm
- Center for Evidence-Based Healthcare (ZEGV), University Hospital and Faculty of Medicine Carl Gustav Carus, TU Dresden, Fetscherstraße 74, Dresden, 01307, Germany
| | - Friedrich Loser
- Techniker Krankenkasse, Bramfelder Straße 140, Hamburg, 22305, Germany
| | - Lars Bechmann
- IKK classic, Tannenstraße 4b, Dresden, 01099, Germany
| | - Annika Vivirito
- InGef - Institute for Applied Health Research Berlin GmbH, Otto-Ostrowski-Straße 5, Berlin, 10249, Germany
| | - Danny Wende
- BARMER Institut Für Gesundheitssystemforschung (bifg), Axel-Springer-Straße 44, Berlin, Germany
| | - Manuel Batram
- Vandage GmbH, Detmolder Str. 30, Bielefeld, 33604, Germany
| | | | - Simone Menzer
- IKK classic, Tannenstraße 4b, Dresden, 01099, Germany
| | - Marion Ludwig
- InGef - Institute for Applied Health Research Berlin GmbH, Otto-Ostrowski-Straße 5, Berlin, 10249, Germany
| | - Martin Roessler
- BARMER Institut Für Gesundheitssystemforschung (bifg), Axel-Springer-Straße 44, Berlin, Germany
| | - Martin Seifert
- Center for Evidence-Based Healthcare (ZEGV), University Hospital and Faculty of Medicine Carl Gustav Carus, TU Dresden, Fetscherstraße 74, Dresden, 01307, Germany
| | | | - Lukas Reitzle
- Robert Koch Institute, Nordufer 20, Berlin, 13353, Germany
| | - Christina König
- Techniker Krankenkasse, Bramfelder Straße 140, Hamburg, 22305, Germany
| | - Claudia Schulte
- BARMER Institut Für Gesundheitssystemforschung (bifg), Axel-Springer-Straße 44, Berlin, Germany
| | - Dagmar Hertle
- BARMER Institut Für Gesundheitssystemforschung (bifg), Axel-Springer-Straße 44, Berlin, Germany
| | - Pedro Ballesteros
- BARMER Institut Für Gesundheitssystemforschung (bifg), Axel-Springer-Straße 44, Berlin, Germany
| | | | - Barbara Bertele
- Techniker Krankenkasse, Bramfelder Straße 140, Hamburg, 22305, Germany
| | | | | | | | | | - Jochen Schmitt
- Center for Evidence-Based Healthcare (ZEGV), University Hospital and Faculty of Medicine Carl Gustav Carus, TU Dresden, Fetscherstraße 74, Dresden, 01307, Germany
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8
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Filipović SR, Özturk S, Bereczki D, Bodini B, Cavallieri F, Fanciulli A, Guekht A, Helbok R, Hochmeister S, Martinelli Boneschi F, Priori A, Rakusa M, Romoli M, Willekens B, Zedde M, Sellner J, Moro E. Management of patients with neurological diseases considering post-pandemic coronavirus disease 2019 (COVID-19) related risks and dangers - An updated European Academy of Neurology consensus statement. Eur J Neurol 2024; 31:e16408. [PMID: 39088330 DOI: 10.1111/ene.16408] [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: 04/09/2024] [Revised: 06/22/2024] [Accepted: 06/24/2024] [Indexed: 08/03/2024]
Abstract
BACKGROUND AND PURPOSE In October 2020, the European Academy of Neurology (EAN) consensus statement for management of patients with neurological diseases during the coronavirus disease 2019 (COVID-19) pandemic was published. Due to important changes and developments that have happened since then, the need has arisen to critically reassess the original recommendations and address new challenges. METHODS In step 1, the original items were critically reviewed by the EAN COVID-19 Task Force. In addition, new recommendations were defined. In step 2, an online survey with the recommendations forged in step 1 was sent to the Managing Groups of all Scientific and Coordinating Panels of EAN. In step 3, the final set of recommendations was made. RESULTS In step 1, out of the original 36 recommendations, 18 were judged still relevant. They were edited to reflect the advances in knowledge and practice. In addition, 21 new recommendations were formulated to address the new knowledge and challenges. In step 2, out of the 39 recommendations sent for the survey, nine were approved as they were, whilst suggestions for improvement were given for the rest. In step 3, the recommendations were further edited, and some new items were formed to accommodate the participants' suggestions, resulting in a final set of 41 recommendations. CONCLUSION This revision of the 2020 EAN Statement provides updated comprehensive and structured guidance on good clinical practice in people with neurological disease faced with SARS-CoV-2 infection. It now covers the issues from the more recent domains of COVID-19-related care, vaccine complications and post-COVID-19 conditions.
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Affiliation(s)
- Saša R Filipović
- Institute for Medical Research, University of Belgrade, Belgrade, Serbia
| | - Serefnur Özturk
- Department of Neurology, Faculty of Medicine, Selcuk University, Konya, Turkey
| | - Daniel Bereczki
- Department of Neurology, Semmelweis University, Budapest, Hungary
| | - Benedetta Bodini
- Neurology Department, St Antoine Hospital, APHP, Paris, France
- Paris Brain Institute, ICM, CNRS, INSERM, Sorbonne Université, Paris, France
| | - Francesco Cavallieri
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | | | - Alla Guekht
- Research and Clinical Centre for Neuropsychiatry, Moscow, Russian Federation
- Pirogov Russian National Research Medical University, Moscow, Russian Federation
| | - Raimund Helbok
- Department of Neurology, Kepler University Hospital, Johannes Kepler University, Linz, Austria
| | | | - Filippo Martinelli Boneschi
- Laboratory of Precision Medicine of Neurological Diseases, Department of Health Science, University of Milan, Milan, Italy
| | - Alberto Priori
- 'Aldo Ravelli' Centre for Neurotechnology and Experimental Brain Therapeutics, Department of Health Sciences, University of Milan, Milan, Italy
- Clinical Neurology Unit, 'Azienda Socio-Sanitaria Territoriale Santi Paolo E Carlo' and Department of Health Sciences, University of Milan, Milan, Italy
| | - Martin Rakusa
- Division of Neurology, University Medical Centre Maribor, Maribor, Slovenia
| | - Michele Romoli
- Neurology and Stroke Unit, Department of Neuroscience, Bufalini Hospital, Cesena, Italy
| | - Barbara Willekens
- Department of Neurology, Antwerp University Hospital, Edegem, Belgium
- Translational Neurosciences Research Group, University of Antwerp, Wilrijk, Belgium
| | - Marialuisa Zedde
- Neurology Unit, Stroke Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Johann Sellner
- Department of Neurology, Landesklinikum Mistelbach-Gänserndorf, Mistelbach, Austria
| | - Elena Moro
- Division of Neurology, CHU of Grenoble, Grenoble Institute of Neurosciences, INSERM U1216, Grenoble Alpes University, Grenoble, France
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9
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Epprecht G, Weller D, Hofmaenner DA, Andrianaki AM, Frey PM, Brugger SD, Zinkernagel AS. Impact of the COVID-19 Pandemic on Group A Streptococcal Necrotizing Soft Tissue Infections: A Retrospective Cohort Study. Open Forum Infect Dis 2024; 11:ofae572. [PMID: 39450400 PMCID: PMC11500445 DOI: 10.1093/ofid/ofae572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 10/09/2024] [Indexed: 10/26/2024] Open
Abstract
Background Necrotizing soft tissue infections (NSTIs) are often caused by group A Streptococcus (GAS). As the number of invasive GAS infections decreased during the coronavirus disease 2019 (COVID-19) pandemic restrictions, this study aimed to compare the occurrence of GAS-NSTIs before, during, and after the COVID-19 pandemic restrictions. Methods This retrospective cohort study included adult patients with NSTIs admitted to the intensive care unit (ICU) of the University Hospital Zurich, Switzerland, from July 2008 to December 2023. NSTI cases were categorized as pre-, during, and postrestrictions. The primary outcome was the proportion of GAS in NSTI, and the exploratory secondary outcome was in-hospital death. A data analysis was conducted using Firth logistic regression adjusted for age, sex, diabetes, and initially affected body region. Results Overall, 74 NSTI cases were identified, with 49 occurring before, 8 during, and 17 after the pandemic restrictions. GAS was isolated in 27 (36%) cases, with 17 (35%) pre- and 10 (59%) postrestrictions, but none during the restrictions. NSTIs caused by other bacteria persisted during the restrictions. The odds of GAS were significantly lower during the restrictions (adjusted odds ratio, 0.02; 95% CI, 0.001-0.81) compared with after, while no significant differences were found between the pre- and postrestriction periods. Conclusions The significant decrease of GAS-NSTIs during the COVID-19 pandemic restrictions suggests that isolation measures may have prevented the transmission of GAS, resulting in a decline of GAS-NSTIs while NSTIs caused by bacteria transmitted by alternative routes persisted.
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Affiliation(s)
- Gioia Epprecht
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - David Weller
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Daniel A Hofmaenner
- Institute of Intensive Care Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Angeliki M Andrianaki
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Pascal M Frey
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Department of General Internal Medicine, Bern University Hospital (Inselspital), Bern, Switzerland
| | - Silvio D Brugger
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Annelies S Zinkernagel
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
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10
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Zhu S, McCullough K, Pry JM, Jain S, White LA, León TM. Modeling the burden of long COVID in California with quality adjusted life-years (QALYS). Sci Rep 2024; 14:22663. [PMID: 39349557 PMCID: PMC11443048 DOI: 10.1038/s41598-024-73160-x] [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: 12/11/2023] [Accepted: 09/16/2024] [Indexed: 10/02/2024] Open
Abstract
Individuals infected with SARS-CoV-2 may develop post-acute sequelae of COVID-19 ("long COVID") even after asymptomatic or mild acute illness. Including time varying COVID symptom severity can provide more informative burden estimates for public health response. Using a compartmental model driven by confirmed cases, this study estimated long COVID burden by age group (0-4, 5-17, 18-49, 50-64, 65+) in California as measured by the cumulative and severity-specific proportion of quality-adjusted life years (QALYs) lost. Long COVID symptoms were grouped into severe, moderate, and mild categories based on estimates from the Global Burden of Disease study, and symptoms were assumed to decrease in severity in the model before full recovery. All 10,945,079 confirmed COVID-19 cases reported to the California Department of Public Health between March 1, 2020, and December 31, 2022, were included in the analysis. Most estimated long COVID-specific QALYs [59,514 (range: 10,372-180,257)] lost in California were concentrated in adults 18-49 (31,592; 53.1%). Relative to other age groups, older adults (65+) lost proportionally more QALYs from severe long COVID (1,366/6,984; 20%). Due to changing case ascertainment over time, this analysis might underestimate the actual total burden. In global sensitivity analysis, estimates of QALYs lost were most sensitive to the proportion of individuals that developed long COVID and proportion of cases with each initial level of long COVID symptom severity (mild/moderate/severe). Models like this analysis can help translate observable metrics such as cases and hospitalizations into quantitative estimates of long COVID burden that are currently difficult to directly measure. Unlike the observed relationship between age and incident severe outcomes for COVID-19, this study points to the potential cumulative impact of mild long COVID symptoms in younger individuals.
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Affiliation(s)
- Sophie Zhu
- Division of Communicable Disease Control, California Department of Public Health, Richmond, USA.
- Department of Pathology, Microbiology, and Immunology, University of California, Davis, USA.
| | - Kalyani McCullough
- Division of Communicable Disease Control, California Department of Public Health, Richmond, USA
| | - Jake M Pry
- Division of Communicable Disease Control, California Department of Public Health, Richmond, USA
- Department of Public Health Sciences, University of California, Davis, USA
| | - Seema Jain
- Division of Communicable Disease Control, California Department of Public Health, Richmond, USA
| | - Lauren A White
- Division of Communicable Disease Control, California Department of Public Health, Richmond, USA
| | - Tomás M León
- Division of Communicable Disease Control, California Department of Public Health, Richmond, USA
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11
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Melillo A, Perrottelli A, Caporusso E, Coltorti A, Giordano GM, Giuliani L, Pezzella P, Bucci P, Mucci A, Galderisi S, Maj M. Research evidence on the management of the cognitive impairment component of the post-COVID condition: a qualitative systematic review. Eur Psychiatry 2024; 67:e60. [PMID: 39328154 PMCID: PMC11457117 DOI: 10.1192/j.eurpsy.2024.1770] [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: 05/20/2024] [Revised: 06/30/2024] [Accepted: 07/01/2024] [Indexed: 09/28/2024] Open
Abstract
BACKGROUND Cognitive impairment (CI) is one of the most prevalent and burdensome consequences of COVID-19 infection, which can persist up to months or even years after remission of the infection. Current guidelines on post-COVID CI are based on available knowledge on treatments used for improving CI in other conditions. The current review aims to provide an updated overview of the existing evidence on the efficacy of treatments for post-COVID CI. METHODS A systematic literature search was conducted for studies published up to December 2023 using three databases (PubMed-Scopus-ProQuest). Controlled and noncontrolled trials, cohort studies, case series, and reports testing interventions on subjects with CI following COVID-19 infection were included. RESULTS After screening 7790 articles, 29 studies were included. Multidisciplinary approaches, particularly those combining cognitive remediation interventions, physical exercise, and dietary and sleep support, may improve CI and address the different needs of individuals with post-COVID-19 condition. Cognitive remediation interventions can provide a safe, cost-effective option and may be tailored to deficits in specific cognitive domains. Noninvasive brain stimulation techniques and hyperbaric oxygen therapy showed mixed and preliminary results. Evidence for other interventions, including pharmacological ones, remains sparse. Challenges in interpreting existing evidence include heterogeneity in study designs, assessment tools, and recruitment criteria; lack of long-term follow-up; and under-characterization of samples in relation to confounding factors. CONCLUSIONS Further research, grounded on shared definitions of the post-COVID condition and on the accurate assessment of COVID-related CI, in well-defined study samples and with longer follow-ups, is crucial to address this significant unmet need.
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Affiliation(s)
- Antonio Melillo
- World Health Organization (WHO) Collaborating Center, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Andrea Perrottelli
- World Health Organization (WHO) Collaborating Center, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Edoardo Caporusso
- World Health Organization (WHO) Collaborating Center, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Andrea Coltorti
- World Health Organization (WHO) Collaborating Center, University of Campania “Luigi Vanvitelli”, Naples, Italy
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Giulia Maria Giordano
- World Health Organization (WHO) Collaborating Center, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Luigi Giuliani
- World Health Organization (WHO) Collaborating Center, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Pasquale Pezzella
- World Health Organization (WHO) Collaborating Center, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Paola Bucci
- World Health Organization (WHO) Collaborating Center, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Armida Mucci
- World Health Organization (WHO) Collaborating Center, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Silvana Galderisi
- World Health Organization (WHO) Collaborating Center, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Mario Maj
- World Health Organization (WHO) Collaborating Center, University of Campania “Luigi Vanvitelli”, Naples, Italy
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12
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Ariza M, Delas B, Rodriguez B, De Frutos B, Cano N, Segura B, Barrué C, Bejar J, Asaad M, Cortés CU, Junqué C, Garolera M. Retinal Microvasculature Changes Linked to Executive Function Impairment after COVID-19. J Clin Med 2024; 13:5671. [PMID: 39407733 PMCID: PMC11477391 DOI: 10.3390/jcm13195671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 09/06/2024] [Accepted: 09/21/2024] [Indexed: 10/20/2024] Open
Abstract
Background/Objectives: Studies using optical coherence tomography angiography (OCTA) have revealed that individuals recovering from COVID-19 have a reduced retinal vascular density (VD) and larger foveal avascular zones (FAZs) than healthy individuals, with more severe cases showing greater reductions. We aimed to examine aspects of the retinal microvascularization in patients with post-COVID-19 condition (PCC) classified by COVID-19 severity and how these aspects relate to cognitive performance. Methods: This observational cross-sectional study included 104 PCC participants from the NAUTILUS Project, divided into severe (n = 59) and mild (n = 45) COVID-19 groups. Participants underwent cognitive assessments and OCTA to measure VD and perfusion density (PD) in the superficial capillary plexus (SVP) and FAZ. Analysis of covariance and partial Pearson and Spearman correlations were used to study intergroup differences and the relationships between cognitive and OCTA variables. Results: Severe PCC participants had significantly lower central (p = 0.03) and total (p = 0.03) VD, lower central (p = 0.02) PD measurements, and larger FAZ areas (p = 0.02) and perimeters (p = 0.02) than mild cases. Severe cases showed more cognitive impairment, particularly in speed processing (p = 0.003) and executive functions (p = 0.03). Lower central VD, lower central PD, and larger FAZ areas and perimeters were associated with worse executive function performance in the entire PCC sample and in the mild COVID-19 group. Conclusions: Retinal microvascular alterations, characterized by reduced VD and PD in the SVP and larger FAZ areas, were associated with cognitive impairments in PCC individuals. These findings suggest that severe COVID-19 leads to long-lasting microvascular damage, impacting retinal and cognitive health.
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Affiliation(s)
- Mar Ariza
- Grup de Recerca en Cervell, Cognició i Conducta, Consorci Sanitari de Terrassa (CST)-Hospital Universitari, 08227 Terrassa, Spain; (M.A.); (N.C.)
- Unitat de Psicologia Mèdica, Departament de Medicina, Universitat de Barcelona (UB), 08036 Barcelona, Spain
| | - Barbara Delas
- Ophtalmology Department, Consorci Sanitari de Terrassa (CST)-Hospital Universitari, 08227 Terrassa, Spain; (B.D.); (B.R.); (B.D.F.)
| | - Beatriz Rodriguez
- Ophtalmology Department, Consorci Sanitari de Terrassa (CST)-Hospital Universitari, 08227 Terrassa, Spain; (B.D.); (B.R.); (B.D.F.)
| | - Beatriz De Frutos
- Ophtalmology Department, Consorci Sanitari de Terrassa (CST)-Hospital Universitari, 08227 Terrassa, Spain; (B.D.); (B.R.); (B.D.F.)
| | - Neus Cano
- Grup de Recerca en Cervell, Cognició i Conducta, Consorci Sanitari de Terrassa (CST)-Hospital Universitari, 08227 Terrassa, Spain; (M.A.); (N.C.)
- Departament de Ciències Bàsiques, Universitat Internacional de Catalunya, 08195 Sant Cugat del Vallès, Spain
| | - Bàrbara Segura
- Unitat de Psicologia Mèdica, Departament de Medicina, Universitat de Barcelona (UB), 08036 Barcelona, Spain
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain
- Institut de Neurociències, Universitat de Barcelona (UB), 08035 Barcelona, Spain
| | - Cristian Barrué
- Departament de Ciències de la Computació, Universitat Politècnica de Catalunya-BarcelonaTech, 08034 Barcelona, Spain (C.U.C.)
| | - Javier Bejar
- Departament de Ciències de la Computació, Universitat Politècnica de Catalunya-BarcelonaTech, 08034 Barcelona, Spain (C.U.C.)
| | - Mouafk Asaad
- Ophtalmology Department, Consorci Sanitari de Terrassa (CST)-Hospital Universitari, 08227 Terrassa, Spain; (B.D.); (B.R.); (B.D.F.)
| | - Claudio Ulises Cortés
- Departament de Ciències de la Computació, Universitat Politècnica de Catalunya-BarcelonaTech, 08034 Barcelona, Spain (C.U.C.)
| | - Carme Junqué
- Unitat de Psicologia Mèdica, Departament de Medicina, Universitat de Barcelona (UB), 08036 Barcelona, Spain
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain
- Institut de Neurociències, Universitat de Barcelona (UB), 08035 Barcelona, Spain
| | - Maite Garolera
- Grup de Recerca en Cervell, Cognició i Conducta, Consorci Sanitari de Terrassa (CST)-Hospital Universitari, 08227 Terrassa, Spain; (M.A.); (N.C.)
- Departament de Ciències Bàsiques, Universitat Internacional de Catalunya, 08195 Sant Cugat del Vallès, Spain
- Neuropsychology Unit, Consorci Sanitari de Terrassa (CST)-Hospital Universitari, 08227 Terrassa, Spain
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13
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Ma Z, Zuo T, Frey N, Rangrez AY. A systematic framework for understanding the microbiome in human health and disease: from basic principles to clinical translation. Signal Transduct Target Ther 2024; 9:237. [PMID: 39307902 PMCID: PMC11418828 DOI: 10.1038/s41392-024-01946-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 07/03/2024] [Accepted: 08/01/2024] [Indexed: 09/26/2024] Open
Abstract
The human microbiome is a complex and dynamic system that plays important roles in human health and disease. However, there remain limitations and theoretical gaps in our current understanding of the intricate relationship between microbes and humans. In this narrative review, we integrate the knowledge and insights from various fields, including anatomy, physiology, immunology, histology, genetics, and evolution, to propose a systematic framework. It introduces key concepts such as the 'innate and adaptive genomes', which enhance genetic and evolutionary comprehension of the human genome. The 'germ-free syndrome' challenges the traditional 'microbes as pathogens' view, advocating for the necessity of microbes for health. The 'slave tissue' concept underscores the symbiotic intricacies between human tissues and their microbial counterparts, highlighting the dynamic health implications of microbial interactions. 'Acquired microbial immunity' positions the microbiome as an adjunct to human immune systems, providing a rationale for probiotic therapies and prudent antibiotic use. The 'homeostatic reprogramming hypothesis' integrates the microbiome into the internal environment theory, potentially explaining the change in homeostatic indicators post-industrialization. The 'cell-microbe co-ecology model' elucidates the symbiotic regulation affecting cellular balance, while the 'meta-host model' broadens the host definition to include symbiotic microbes. The 'health-illness conversion model' encapsulates the innate and adaptive genomes' interplay and dysbiosis patterns. The aim here is to provide a more focused and coherent understanding of microbiome and highlight future research avenues that could lead to a more effective and efficient healthcare system.
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Affiliation(s)
- Ziqi Ma
- Department of Cardiology, Angiology and Pneumology, University Hospital Heidelberg, Heidelberg, Germany.
- DZHK (German Centre for Cardiovascular Research), partner site Heidelberg/Mannheim, Heidelberg, Germany.
| | - Tao Zuo
- Key Laboratory of Human Microbiome and Chronic Diseases (Sun Yat-sen University), Ministry of Education, Guangzhou, China
- Guangdong Institute of Gastroenterology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Norbert Frey
- Department of Cardiology, Angiology and Pneumology, University Hospital Heidelberg, Heidelberg, Germany.
- DZHK (German Centre for Cardiovascular Research), partner site Heidelberg/Mannheim, Heidelberg, Germany.
| | - Ashraf Yusuf Rangrez
- Department of Cardiology, Angiology and Pneumology, University Hospital Heidelberg, Heidelberg, Germany.
- DZHK (German Centre for Cardiovascular Research), partner site Heidelberg/Mannheim, Heidelberg, Germany.
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14
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Menkir TF, Citarella BW, Sigfrid L, Doshi Y, Reyes LF, Calvache JA, Kildal AB, Nygaard AB, Holter JC, Panda PK, Jassat W, Merson L, Donnelly CA, Santillana M, Buckee C, Verguet S, Hejazi NS. Modeling the relative influence of socio-demographic variables on post-acute COVID-19 quality of life. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.21.24303099. [PMID: 39040190 PMCID: PMC11261939 DOI: 10.1101/2024.02.21.24303099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/24/2024]
Abstract
Importance Post-acute sequelae of SARS-CoV-2, referred to as "long COVID", are a globally pervasive threat. While their many clinical determinants are commonly considered, their plausible social correlates are often overlooked. Objective To compare social and clinical predictors of differences in quality of life (QoL) with long COVID. Additionally, to measure how much adjusted associations between social factors and long COVID-associated quality of life are unexplained by important clinical intermediates. Design Setting and Participants Data from the ISARIC long COVID multi-country prospective cohort study. Subjects from Norway, the United Kingdom (UK), and Russia, aged 16 and above, with confirmed acute SARS-CoV-2 infection reporting >= 1 long COVID-associated symptoms 1+ month following infection. Exposure The social exposures considered were educational attainment (Norway), employment status (UK and Russia), and female vs male sex (all countries). Main outcome and measures Quality of life-adjusted days, or QALDs, with long COVID. Results This cohort study included a total of 3891 participants. In all three countries, educational attainment, employment status, and female sex were important predictors of long COVID QALDs. Furthermore, a majority of the estimated relationships between each of these social correlates and long COVID QALDs could not be attributed to key long COVID-predicting comorbidities. In Norway, 90% (95% CI: 77%, 100%) of the adjusted association between the top two quintiles of educational attainment and long COVID QALDs was not explained by clinical intermediates. The same was true for 86% (73%, 100%) and 93% (80%,100%) of the adjusted associations between full-time employment and long COVID QALDs in the United Kingdom (UK) and Russia. Additionally, 77% (46%,100%) and 73% (52%, 94%) of the adjusted associations between female sex and long COVID QALDs in Norway and the UK were unexplained by the clinical mediators. Conclusions and Relevance This study highlights the role of socio-economic status indicators and female sex, in line with or beyond commonly cited clinical conditions, as predictors of long COVID-associated QoL, and further reveal that other (non-clinical) mechanisms likely drive their observed relationships. Our findings point to the importance of COVID interventions which go further than an exclusive focus on comorbidity management in order to help redress inequalities in experiences with this chronic disease.
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Affiliation(s)
- Tigist F Menkir
- Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, Harvard University, USA
- ISARIC, Pandemic Sciences Institute, University of Oxford, UK
| | | | - Louise Sigfrid
- ISARIC, Pandemic Sciences Institute, University of Oxford, UK
- Policy and Practice Research Group, Pandemic Sciences Institute, University of Oxford, Oxford UK
| | - Yash Doshi
- Terna Speciality Hospital & Research Centre, Mumbai, India
| | - Luis Felipe Reyes
- ISARIC, Pandemic Sciences Institute, University of Oxford, UK
- Universidad de La Sabana, Chia, Colombia
- Clinica Universidad de La Sabana, Chia, Colombia
| | - Jose A Calvache
- Departamento de Anestesiología, Universidad del Cauca, Colombia
- Department of Anesthesiology, Erasmus University Medical Center, Netherlands
| | - Anders Benjamin Kildal
- Department of Anesthesiology and Intensive Care, University Hospital of North Norway, Tromsø, Norway
- Department of Clinical Medicine, Faculty of Health Sciences, UIT The Arctic University of Norway, Tromsø, Norway
| | - Anders B Nygaard
- Department of Microbiology, Oslo University Hospital, Oslo, Norway
| | - Jan Cato Holter
- Department of Microbiology, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - Waasila Jassat
- National Institute for Communicable Diseases, South Africa
- Right to Care, South Africa
| | - Laura Merson
- ISARIC, Pandemic Sciences Institute, University of Oxford, UK
| | - Christl A Donnelly
- Department of Statistics, University of Oxford, Oxford, UK
- MRC Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics and Department of Infectious Disease Epidemiology, Imperial College London, London, UK
| | - Mauricio Santillana
- Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, Harvard University, USA
- Machine Intelligence Group for the Betterment of Health and the Environment, Network Science Institute, Northeastern University, Boston, MA, USA
| | - Caroline Buckee
- Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, Harvard University, USA
| | - Stéphane Verguet
- Department of Global Health and Population, Harvard TH Chan School of Public Health, Harvard University, USA
| | - Nima S Hejazi
- Department of Biostatistics, Harvard TH Chan School of Public Health, Harvard University, USA
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15
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Griffin DO. Postacute Sequelae of COVID (PASC or Long COVID): An Evidenced-Based Approach. Open Forum Infect Dis 2024; 11:ofae462. [PMID: 39220656 PMCID: PMC11363684 DOI: 10.1093/ofid/ofae462] [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: 06/14/2024] [Accepted: 08/09/2024] [Indexed: 09/04/2024] Open
Abstract
While the acute manifestations of infectious diseases are well known, in some individuals, symptoms can either persist or appear after the acute period. Postviral fatigue syndromes are recognized with other viral infections and are described after coronavirus disease 2019 (COVID-19). We have a growing number of individuals with symptoms that persist for weeks, months, and years. Here, we share the evidence regarding the abnormalities associated with postacute sequelae of COVID-19 (PASC) and therapeutics. We describe physiological and biochemical abnormalities seen in individuals reporting PASC. We describe the several evidence-based interventions to offer patients. It is expected that this growing understanding of the mechanisms driving PASC and the benefits seen with certain therapeutics may not only lead to better outcomes for those with PASC but may also have the potential for understanding and treating other postinfectious sequelae.
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Affiliation(s)
- Daniel O Griffin
- Division of Infectious Diseases, Department of Medicine, Columbia University, College of Physicians and Surgeons, New York, New York, USA
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16
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Gourgoura K, Rivadeneyra P, Stanghellini E, Caroni C, Bartolucci F, Curcio R, Bartoli S, Ferranti R, Folletti I, Cavallo M, Sanesi L, Dominioni I, Santoni E, Morgana G, Pasticci MB, Pucci G, Vaudo G. Modelling the long-term health impact of COVID-19 using Graphical Chain Models brief heading: long COVID prediction by graphical chain models. BMC Infect Dis 2024; 24:885. [PMID: 39210315 PMCID: PMC11360819 DOI: 10.1186/s12879-024-09777-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 08/20/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Long-term sequelae of SARS-CoV-2 infection, namely long COVID syndrome, affect about 10% of severe COVID-19 survivors. This condition includes several physical symptoms and objective measures of organ dysfunction resulting from a complex interaction between individual predisposing factors and the acute manifestation of disease. We aimed at describing the complexity of the relationship between long COVID symptoms and their predictors in a population of survivors of hospitalization for severe COVID-19-related pneumonia using a Graphical Chain Model (GCM). METHODS 96 patients with severe COVID-19 hospitalized in a non-intensive ward at the "Santa Maria" University Hospital, Terni, Italy, were followed up at 3-6 months. Data regarding present and previous clinical status, drug treatment, findings recorded during the in-hospital phase, presence of symptoms and signs of organ damage at follow-up were collected. Static and dynamic cardiac and respiratory parameters were evaluated by resting pulmonary function test, echocardiography, high-resolution chest tomography (HRCT) and cardiopulmonary exercise testing (CPET). RESULTS Twelve clinically most relevant factors were identified and partitioned into four ordered blocks in the GCM: block 1 - gender, smoking, age and body mass index (BMI); block 2 - admission to the intensive care unit (ICU) and length of follow-up in days; block 3 - peak oxygen consumption (VO2), forced expiratory volume at first second (FEV1), D-dimer levels, depression score and presence of fatigue; block 4 - HRCT pathological findings. Higher BMI and smoking had a significant impact on the probability of a patient's admission to ICU. VO2 showed dependency on length of follow-up. FEV1 was related to the self-assessed indicator of fatigue, and, in turn, fatigue was significantly associated with the depression score. Notably, neither fatigue nor depression depended on variables in block 2, including length of follow-up. CONCLUSIONS The biological plausibility of the relationships between variables demonstrated by the GCM validates the efficacy of this approach as a valuable statistical tool for elucidating structural features, such as conditional dependencies and associations. This promising method holds potential for exploring the long-term health repercussions of COVID-19 by identifying predictive factors and establishing suitable therapeutic strategies.
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Affiliation(s)
- K Gourgoura
- Department of Economics, University of Perugia, Perugia, Italy
| | - P Rivadeneyra
- University of Padova, Padua, Italy
- University of Camerino, Camerino, Italy
| | - E Stanghellini
- Department of Economics, University of Perugia, Perugia, Italy
| | - C Caroni
- National Technical University of Athens, Athens, Greece
| | - F Bartolucci
- Department of Economics, University of Perugia, Perugia, Italy
| | - R Curcio
- Unit of Internal Medicine, Santa Maria Terni Hospital, Terni, Italy
| | - S Bartoli
- Unit of Clinical Psychology, Santa Maria Terni Hospital, Terni, Italy
| | - R Ferranti
- Unit of Radiology, Santa Maria Terni Hospital, Terni, Italy
| | - I Folletti
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
- Section of Occupational Medicine, Santa Maria Terni Hospital, Terni, Italy
| | - M Cavallo
- Unit of Internal Medicine, Santa Maria Terni Hospital, Terni, Italy
| | - L Sanesi
- Unit of Internal Medicine, Santa Maria Terni Hospital, Terni, Italy
| | - I Dominioni
- Unit of Internal Medicine, Santa Maria Terni Hospital, Terni, Italy
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - E Santoni
- Unit of Internal Medicine, Santa Maria Terni Hospital, Terni, Italy
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - G Morgana
- Unit of Internal Medicine, Santa Maria Terni Hospital, Terni, Italy
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - M B Pasticci
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
- Infectious Diseases Unit, Santa Maria Terni Hospital, Terni, Italy
| | - G Pucci
- Unit of Internal Medicine, Santa Maria Terni Hospital, Terni, Italy.
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy.
| | - G Vaudo
- Unit of Internal Medicine, Santa Maria Terni Hospital, Terni, Italy
- Department of Medicine and Surgery, University of Perugia, Perugia, Italy
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17
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Gorenshtein A, Leibovitch L, Liba T, Stern S, Stern Y. Gender Disparities in Neurological Symptoms of Long COVID: A Systematic Review and Meta-Analysis. Neuroepidemiology 2024:1-15. [PMID: 39159607 DOI: 10.1159/000540919] [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: 05/03/2024] [Accepted: 07/31/2024] [Indexed: 08/21/2024] Open
Abstract
BACKGROUND Female gender is a known risk factor for long COVID. With the increasing number of COVID-19 cases, the corresponding number of survivors is also expected to rise. To the best of our knowledge, no systematic review has specifically addressed the gender differences in neurological symptoms of long COVID. METHODS We included studies on female individuals who presented with specific neurological symptoms at least 12 weeks after confirmed COVID-19 diagnosis from PubMed, Central, Scopus, and Web of Science. The search limit was put for after January 2020 until June 15, 2024. We excluded studies that did not provide sex-specific outcome data, those not in English, case reports, case series, and review articles Results: A total of 5,632 eligible articles were identified. This article provides relevant information from 12 studies involving 6,849 patients, of which 3,414 were female. The sample size ranged from 70 to 2,856, with a maximum follow-up period of 18 months. The earliest publication date was September 16, 2021, while the latest was June 11, 2024. The following neurological symptoms had a significant difference in the risk ratio (RR) for female gender: fatigue RR 1.40 (95% confidence interval [CI]: 1.22-1.60, p < 0.001), headache RR 1.37 (95% CI: 1.12-1.67, p = 0.002), brain-fog RR 1.38 (95% CI 1.08-1.76, p = 0.011) depression RR 1.49 (95% CI: 1.2-1.86, p < 0.001), and anosmia RR 1.61 (95% CI: 1.36-1.90, p < 0.001). High heterogenicity was found for fatigue, brain fog, and anxiety due to the diverse methodologies employed in the studies. CONCLUSION Our findings suggest that women are at a higher risk for long-COVID neurological symptoms, including fatigue, headaches, brain fog, depression, and anosmia, compared to men. The prevalence of these symptoms decreases after 1 year, based on limited data from the small number of studies available beyond this period.
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Affiliation(s)
| | | | - Tom Liba
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Shai Stern
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Yael Stern
- Maccabi Healthcare Services, Tel Aviv, Israel
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Rothensteiner M, Leeb F, Götzinger F, Tebruegge M, Zacharasiewicz A. Long COVID in Children and Adolescents: A Critical Review. CHILDREN (BASEL, SWITZERLAND) 2024; 11:972. [PMID: 39201907 PMCID: PMC11352730 DOI: 10.3390/children11080972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 07/30/2024] [Accepted: 07/31/2024] [Indexed: 09/03/2024]
Abstract
(1) Background: Data on persisting symptoms after SARS-CoV-2 infection in children and adolescents are conflicting. Due to the absence of a clear pathophysiological correlate and a definitive diagnostic test, the diagnosis of Long COVID currently rests on consensus definitions only. This review aims to summarise the evidence regarding Long COVID in children and adolescents, incorporating the latest studies on this topic. (2) Methods: We designed a comprehensive search strategy to capture all relevant publications using Medline via the PubMed interface, with the initial literature search conducted in April 2023. To be included, publications had to present original data and include >50 participants with Long COVID symptoms aged between 0 and18 years. (3) Results: A total of 51 studies met the inclusion criteria, with most studies originating from Europe (n = 34; 66.7%), followed by the Americas (n = 8; 15.7%) and Asia (n = 7; 13.7%). Various study designs were employed, including retrospective, cross-sectional, prospective, or ambispective approaches. Study sizes varied significantly, with 18/51 studies having fewer than 500 participants. Many studies had methodological limitations: 23/51 (45.1%) studies did not include a control group without prior COVID-19 infection. Additionally, a considerable number of papers (33/51; 64.7%) did not include a clear definition of Long COVID. Other limitations included the lack of PCR- or serology-based confirmation of SARS-CoV-2 infection in the study group. Across different studies, there was high variability in the reported prevalence of Long COVID symptoms, ranging from 0.3% to 66.5%, with the majority of studies included in this review reporting prevalences of approximately 10-30%. Notably, the two studies with the highest prevalences also reported very high prevalences of Long COVID symptoms in the control group. There was a relatively consistent trend for Long COVID prevalence to decline substantially over time. The prevalence of Long COVID appeared to differ across different paediatric age groups, with teenagers being more commonly affected than younger children. Furthermore, data suggest that children and adolescents are less commonly affected by Long COVID compared to adults. In children and adolescents, Long COVID is associated with a very broad range of symptoms and signs affecting almost every organ system, with the respiratory, cardiovascular, and neuropsychiatric systems being most commonly affected. (4) Conclusions: The heterogeneity and limitations of published studies on Long COVID in children and adolescents complicate the interpretation of the existing data. Future studies should be rigorously designed to address unanswered questions regarding this complex disease.
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Affiliation(s)
- Maria Rothensteiner
- Department of Paediatrics and Adolescent Medicine, Klinik Ottakring, 1160 Vienna, Austria
| | - Franziska Leeb
- Department of Paediatrics and Adolescent Medicine, Medical University Vienna, 1090 Wien, Austria
| | - Florian Götzinger
- Department of Paediatrics and Adolescent Medicine, Klinik Ottakring, 1160 Vienna, Austria
| | - Marc Tebruegge
- Department of Paediatrics and Adolescent Medicine, Klinik Ottakring, 1160 Vienna, Austria
- Department of Paediatrics, Royal Children’s Hospital Melbourne, University of Melbourne, Melbourne, VIC 3052, Australia
- Department of Infection, Immunity & Inflammation, UCL Great Ormond Street Institute of Child Health, University College London, London WCN1 1EH, UK
| | - Angela Zacharasiewicz
- Department of Paediatrics and Adolescent Medicine, Klinik Ottakring, 1160 Vienna, Austria
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Hsu YL, Chen PC, Tsai YF, Wei CH, Wu LSH, Hsieh KS, Hsieh MH, Lai HC, Lin CH, Lin HC, Chen CH, Chen AC, Lin HC, Chou IC, Soong WJ, Hwang KP, Lu HHS, Pawankar R, Tsai HJ, Wang JY. Clinical Features and Vaccination Effects among Children with Post-Acute Sequelae of COVID-19 in Taiwan. Vaccines (Basel) 2024; 12:910. [PMID: 39204035 PMCID: PMC11359259 DOI: 10.3390/vaccines12080910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 08/04/2024] [Accepted: 08/05/2024] [Indexed: 09/03/2024] Open
Abstract
BACKGROUND Post-acute sequelae of SARS-CoV-2 infection (PASC) affects patients after recovering from acute coronavirus disease 2019 (COVID-19). This study investigates the impact of SARS-CoV-2 vaccination on PASC symptoms in children in Taiwan during the Omicron pandemic. METHODS We enrolled children under 18 years with PASC symptoms persisting for more than 4 weeks. Data collected included demographics, clinical information, vaccination status, and symptom persistence. We used logistic regression models to compare symptoms in the acute and post-COVID-19 phases and to assess the association between vaccination and these symptoms. RESULTS Among 500 PASC children, 292 (58.4%) were vaccinated, 282 (52.8%) were male, and the mean (SD) age was 7.6 (4.6) years. Vaccinated individuals exhibited higher odds of experiencing symptoms in the previous acute phase, such as cough (adjusted odds ratio [AOR] = 1.57; 95% confidence interval [CI]: 1.02-2.42), rhinorrhea/nasal congestion (AOR = 1.74; 95% CI: 1.13-2.67), sneezing (AOR = 1.68; 95% CI: 1.02-2.76), sputum production (AOR = 1.91; 95% CI: 1.15-3.19), headache/dizziness (AOR = 1.73; 95% CI: 1.04-2.87), and muscle soreness (AOR = 2.33; 95% CI: 1.13-4.80). In contrast, there were lower odds of experiencing abdominal pain (AOR = 0.49; 95% CI: 0.25-0.94) and diarrhea (AOR = 0.37; 95% CI: 0.17-0.78) in children who had received vaccination during the post-COVID-19 phase. CONCLUSIONS This study revealed clinical features and vaccination effects in PASC children in Taiwan. Vaccination may reduce some gastrointestinal symptoms in the post-COVID-19 phase.
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Grants
- DMR-112-043 China Medical University Hospital, Taichung, Taiwan
- DMR-112-047 China Medical University Hospital, Taichung, Taiwan
- DMR-112-052 China Medical University Hospital, Taichung, Taiwan
- C1110831002-6 China Medical University Hospital, Taichung, Taiwan
- ANHRF111-03 An-Nan Hospital, China Medical University, Tainan, Taiwan
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Affiliation(s)
- Yu-Lung Hsu
- Division of Pediatric Infectious Diseases, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan; (Y.-L.H.); (H.-C.L.); (H.-C.L.); (K.-P.H.)
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 40447, Taiwan;
| | - Pei-Chi Chen
- Center of Allergy, Immunology and Microbiome (A.I.M), China Medical University Hospital, China Medical University Children’s Hospital, Taichung 40447, Taiwan; (P.-C.C.); (M.-H.H.)
- Department of Microbiology & Immunology, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan
| | - Yi-Fen Tsai
- Institute of Population Health Sciences, National Health Research Institutes, Zhunan 350401, Taiwan;
| | - Chi-Hung Wei
- Division of Medical Research, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan; (C.-H.W.); (K.-S.H.)
| | - Lawrence Shi-Hsin Wu
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 40447, Taiwan;
| | - Kai-Sheng Hsieh
- Division of Medical Research, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan; (C.-H.W.); (K.-S.H.)
| | - Miao-Hsi Hsieh
- Center of Allergy, Immunology and Microbiome (A.I.M), China Medical University Hospital, China Medical University Children’s Hospital, Taichung 40447, Taiwan; (P.-C.C.); (M.-H.H.)
| | - Huan-Cheng Lai
- Division of Pediatric Infectious Diseases, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan; (Y.-L.H.); (H.-C.L.); (H.-C.L.); (K.-P.H.)
| | - Chien-Heng Lin
- Division of Pediatric Pulmonology and Intensive Care, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan; (C.-H.L.); (C.-H.C.); (W.-J.S.)
| | - Hsiao-Chuan Lin
- Division of Pediatric Infectious Diseases, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan; (Y.-L.H.); (H.-C.L.); (H.-C.L.); (K.-P.H.)
| | - Chieh-Ho Chen
- Division of Pediatric Pulmonology and Intensive Care, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan; (C.-H.L.); (C.-H.C.); (W.-J.S.)
| | - An-Chyi Chen
- Division of Pediatric Gastroenterology, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan;
| | - Hung-Chih Lin
- Division of Neonatology, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan;
| | - I-Ching Chou
- Division of Pediatric Neurology, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan;
| | - Wen-Jue Soong
- Division of Pediatric Pulmonology and Intensive Care, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan; (C.-H.L.); (C.-H.C.); (W.-J.S.)
| | - Kao-Pin Hwang
- Division of Pediatric Infectious Diseases, China Medical University Children’s Hospital, China Medical University, Taichung 40447, Taiwan; (Y.-L.H.); (H.-C.L.); (H.-C.L.); (K.-P.H.)
| | - Henry Horng-Shing Lu
- Institute of Statistics, National Yang Ming Chiao Tung University, Hsinchu 30010, Taiwan;
| | - Ruby Pawankar
- Department of Pediatrics, Nippon Medical School, Tokyo 8602, Japan;
| | - Hui-Ju Tsai
- Institute of Population Health Sciences, National Health Research Institutes, Zhunan 350401, Taiwan;
- Department of Medical Science, National Tsing-Hua University, Hsinchu 300044, Taiwan
| | - Jiu-Yao Wang
- Center of Allergy, Immunology and Microbiome (A.I.M), China Medical University Hospital, China Medical University Children’s Hospital, Taichung 40447, Taiwan; (P.-C.C.); (M.-H.H.)
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20
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Zhang K, Zhong X, Fan X, Yu D, Chen Z, Zhao C, Zhang X, Guan Z, Wei X, Wan S, Zhang X, Zhao M, Dai Q, Liu W, Xu Q, Kong Y, Han S, Lin H, Wang W, Jiang H, Gu C, Zhang X, Jiang T, Liu S, Cui H, Yang X, Jiang Y, Chen Z, Sun Y, Tao L, Zheng R, Qiu R, You L, Shang H. Asymptomatic infection and disappearance of clinical symptoms of COVID-19 infectors in China 2022-2023: a cross-sectional study. Sci Rep 2024; 14:18232. [PMID: 39107338 PMCID: PMC11303783 DOI: 10.1038/s41598-024-68162-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 07/22/2024] [Indexed: 08/10/2024] Open
Abstract
To explore the clinical characteristics of patients infected with SARS-CoV-2 nationwide, especially the effect factors of asymptomatic infection and disappearance of clinical symptoms. A total of 66,448 COVID-19 patients in China who have been diagnosed by nucleic acid test or rapid antigen test were surveyed online (December 24, 2022 to January 16, 2023). Our cross-sectional study used descriptive analyses and binary Logistics regression model to assess the correlation between the clinical characteristics and relative factors, including age, gender, pre-existing conditions, reinfection, vaccination and treatment. A total of 64,515 valid questionnaires were collected. Among included participants, 5969 of which were asymptomatic. The symptoms were mainly upper respiratory symptoms, including dry and itchy throat (64.16%), sore throat (59.95%), hoarseness (57.90%), nasal congestion (53.39%). In binary Logistics regression model, we found that male, no pre-existing conditions, reinfection and vaccination have positive correlations with the appearance of asymptomatic COVID-19 patients. In Cox proportional-hazards regression model, considering all clinical symptoms disappeared in 14 days as outcome, we found that ≤ 60 years old, male, no pre-existing conditions, vaccination and adopted treatment have positive correlations with rapid amelioration of clinical symptoms in COVID-19 patients. The clinical symptoms of the participants were mainly upper respiratory symptoms which were according with the infection of Omicron variant. Factors including age, gender, pre-existing conditions and reinfection could influence the clinical characteristics and prognosis of COVID-19 patients. Importantly, vaccination has positive significance for the prevention and treatment of COVID-19. Lastly, the use of Chinese medicine maybe beneficial to COVID-19 patients, however, reasonable guidance is necessary.
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Affiliation(s)
- Kaige Zhang
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Xiaoying Zhong
- School of Medical Information Engineering, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiaodan Fan
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Dongdong Yu
- The First Affiliated Hospital, Anhui University of Chinese Medicine, Hefei, China
| | - Zhuo Chen
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Chen Zhao
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xiaoyu Zhang
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Zhiyue Guan
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Xuxu Wei
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Siqi Wan
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Xuecheng Zhang
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Mengzhu Zhao
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Qianqian Dai
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Wenjing Liu
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Qianqian Xu
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Yifan Kong
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Songjie Han
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Hongyuan Lin
- College of Integrated Chinese and Western Medicine, Hunan University of Chinese Medicine, Changsha, China
| | - Wenhui Wang
- College of Integrated Chinese and Western Medicine, Hunan University of Chinese Medicine, Changsha, China
| | - Huiru Jiang
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Chunling Gu
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Xiaowei Zhang
- College of Integrated Chinese and Western Medicine, Hunan University of Chinese Medicine, Changsha, China
| | - Tong Jiang
- Binzhou Medical University, Binzhou, China
| | - Shuling Liu
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Herong Cui
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Xinyu Yang
- Fangshan Hospital Beijing University of Chinese Medicine, Beijing, China
| | - Yin Jiang
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Zhao Chen
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Yang Sun
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Liyuan Tao
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, USA
| | - Rui Zheng
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
- Department of Health Research Methods, Evidence and Impact, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Ruijin Qiu
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
- Health Data Science, University of Liverpool, Liverpool, UK
| | - Liangzhen You
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
| | - Hongcai Shang
- Key Laboratory of Chinese Internal Medicine of Ministry of Education, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
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21
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da Silva R, Vallinoto ACR, dos Santos EJM. The Silent Syndrome of Long COVID and Gaps in Scientific Knowledge: A Narrative Review. Viruses 2024; 16:1256. [PMID: 39205230 PMCID: PMC11359800 DOI: 10.3390/v16081256] [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: 05/07/2024] [Revised: 07/24/2024] [Accepted: 07/28/2024] [Indexed: 09/04/2024] Open
Abstract
COVID-19 is still a major public health concern, mainly due to the persistence of symptoms or the appearance of new symptoms. To date, more than 200 symptoms of long COVID (LC) have been described. The present review describes and maps its relevant clinical characteristics, pathophysiology, epidemiology, and genetic and nongenetic risk factors. Given the currently available evidence on LC, we demonstrate that there are still gaps and controversies in the diagnosis, pathophysiology, epidemiology, and detection of prognostic and predictive factors, as well as the role of the viral strain and vaccination.
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Affiliation(s)
- Rosilene da Silva
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Brazil;
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Brazil;
| | - Antonio Carlos Rosário Vallinoto
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Brazil;
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Brazil
| | - Eduardo José Melo dos Santos
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Brazil;
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Brazil;
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22
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Su Z, Li Y, Xie Y, Huang Z, Cheng A, Zhou X, Li J, Qin R, Wei X, Liu Y, Xia X, Song Q, Zhao L, Liu Z, Xiao D, Wang C. Acute and long COVID-19 symptoms and associated factors in the omicron-dominant period: a nationwide survey via the online platform Wenjuanxing in China. BMC Public Health 2024; 24:2086. [PMID: 39090598 PMCID: PMC11295386 DOI: 10.1186/s12889-024-19510-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: 10/12/2023] [Accepted: 07/17/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUNDS To our knowledge, there is no available nationwide data on omicron symptom patterns in China mainland. We aim to determine the acute and long COVID-19 symptoms in the omicron-dominant period and to evaluate its association with risk factors. METHODS We designed a cross-sectional nationwide study and data about self-reported symptoms were collected by an online platform named Wenjuanxing. Eligible participants were aged 25-65 years and were symptomatic. In this study, the ratios of the number of people of different ages and genders were weighted by the data from the Seventh National Census (2020 years), and validated by a published nationwide representative study through comparing smoking rates. Descriptive indicators were calculated for demographic characteristics, diagnosis ways, and duration time, acute symptoms, hospitalization, severity and long COVID-19 symptoms. And, the associations between risk factors and acute and long COVID-19 symptoms were analyzed by multivariable logistic regression models. RESULTS A total of 32,528 individuals diagnosed as COVID-19 infection from October 1, 2022 to February 21, 2023 were included. The first three acute symptoms of COVID-19 infection were fever (69.90%), headache (62.63%), and sore throat (54.29%), respectively. The hospitalization rate within 7 days was 3.07% and symptoms disappearance rate within 21 days was 68.84%, respectively. Among 3983 COVID-19 patients with 3 months or more time difference between first infection and participation into the study, the long COVID-19 rate was 19.68% and the primary symptoms were muscle weakness (19.39%), headache (17.98%) and smell/taste disorder (15.18%). Age groups, smoking, marriage status and vaccination were risk factors for numbers of acute phase symptoms and long COVID-19 symptoms. Lastly, female and current smokers also showed more numbers of symptoms during acute infection period. CONCLUSIONS In Chinese mainland, our respondent indicated that current smokers and women were associated with acute COVID-19 symptoms, which should be treated with caution due to the lack of representative.
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Affiliation(s)
- Zheng Su
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Yinghua Li
- China Health Education Center, Beijing, China
| | - Ying Xie
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
- School of Health Policy and Management, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhenxiao Huang
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
- School of Health Policy and Management, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Anqi Cheng
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Xinmei Zhou
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Jinxuan Li
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Capital Medical University China-Japan Friendship School of Clinical Medicine, Beijing, China
| | - Rui Qin
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Xiaowen Wei
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Capital Medical University China-Japan Friendship School of Clinical Medicine, Beijing, China
| | - Yi Liu
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Xin Xia
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Qingqing Song
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Capital Medical University China-Japan Friendship School of Clinical Medicine, Beijing, China
| | - Liang Zhao
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Zhao Liu
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Dan Xiao
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China.
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China.
- National Clinical Research Center for Respiratory Diseases, Beijing, China.
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China.
- National Center for Respiratory Medicine, Beijing, China.
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
| | - Chen Wang
- Department of Tobacco Control and Prevention of Respiratory Diseases, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- WHO Collaborating Center for Tobacco Cessation and Respiratory Diseases Prevention, Beijing, China
- National Clinical Research Center for Respiratory Diseases, Beijing, China
- Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
- National Center for Respiratory Medicine, Beijing, China
- Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
- School of Health Policy and Management, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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23
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Kim S, Lee H, Lee J, Lee SW, Kwon R, Kim MS, Koyanagi A, Smith L, Fond G, Boyer L, Rahmati M, López Sánchez GF, Dragioti E, Cortese S, Shin JY, Choi A, Suh HS, Lee S, Solmi M, Min C, Shin JI, Yon DK, Fusar-Poli P. Short- and long-term neuropsychiatric outcomes in long COVID in South Korea and Japan. Nat Hum Behav 2024; 8:1530-1544. [PMID: 38918517 DOI: 10.1038/s41562-024-01895-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 04/18/2024] [Indexed: 06/27/2024]
Abstract
We investigated whether SARS-CoV-2 infection is associated with short- and long-term neuropsychiatric sequelae. We used population-based cohorts from the Korean nationwide cohort (discovery; n = 10,027,506) and the Japanese claims-based cohort (validation; n = 12,218,680) to estimate the short-term (<30 days) and long-term (≥30 days) risks of neuropsychiatric outcomes after SARS-CoV-2 infection compared with general population groups or external comparators (people with another respiratory infection). Using exposure-driven propensity score matching, we found that both the short- and long-term risks of developing neuropsychiatric sequelae were elevated in the discovery cohort compared with the general population and those with another respiratory infection. A range of conditions including Guillain-Barré syndrome, cognitive deficit, insomnia, anxiety disorder, encephalitis, ischaemic stroke and mood disorder exhibited a pronounced increase in long-term risk. Factors such as mild severity of COVID-19, increased vaccination against COVID-19 and heterologous vaccination were associated with reduced long-term risk of adverse neuropsychiatric outcomes. The time attenuation effect was the strongest during the first six months after SARS-CoV-2 infection, and this risk remained statistically significant for up to one year in Korea but beyond one year in Japan. The associations observed were replicated in the validation cohort. Our findings contribute to the growing evidence base on long COVID by considering ethnic diversity.
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Affiliation(s)
- Sunyoung Kim
- Department of Family Medicine, Kyung Hee University Medical Center, Kyung Hee University College of Medicine, Seoul, South Korea
| | - Hayeon Lee
- Department of Biomedical Engineering, Kyung Hee University, Yongin, South Korea.
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea.
| | - Jinseok Lee
- Department of Biomedical Engineering, Kyung Hee University, Yongin, South Korea
| | - Seung Won Lee
- Department of Precision Medicine, Sungkyunkwan University School of Medicine, Suwon, South Korea
| | - Rosie Kwon
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea
| | - Min Seo Kim
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ai Koyanagi
- Research and Development Unit, Parc Sanitari Sant Joan de Deu, Barcelona, Spain
| | - Lee Smith
- Centre for Health, Performance and Wellbeing, Anglia Ruskin University, Cambridge, UK
| | - Guillaume Fond
- Research Centre on Health Services and Quality of Life, Assistance Publique-Hôpitaux de Marseille, Aix Marseille University, Marseille, France
| | - Laurent Boyer
- Research Centre on Health Services and Quality of Life, Assistance Publique-Hôpitaux de Marseille, Aix Marseille University, Marseille, France
| | - Masoud Rahmati
- Research Centre on Health Services and Quality of Life, Assistance Publique-Hôpitaux de Marseille, Aix Marseille University, Marseille, France
- Department of Physical Education and Sport Sciences, Faculty of Literature and Human Sciences, Lorestan University, Khoramabad, Iran
- Department of Physical Education and Sport Sciences, Faculty of Literature and Humanities, Vali-E-Asr University of Rafsanjan, Rafsanjan, Iran
| | - Guillermo F López Sánchez
- Division of Preventive Medicine and Public Health, Department of Public Health Sciences, School of Medicine, University of Murcia, Murcia, Spain
| | - Elena Dragioti
- Pain and Rehabilitation Centre, and Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
- Research Laboratory Psychology of Patients, Families and Health Professionals, Department of Nursing, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Samuele Cortese
- Centre for Innovation in Mental Health, School of Psychology, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, UK
- Clinical and Experimental Sciences (CNS and Psychiatry), Faculty of Medicine, University of Southampton, Southampton, UK
- Solent NHS Trust, Southampton, UK
- Child Study Center, Hassenfeld Children's Hospital at NYU Langone, NYU Langone, New York, NY, USA
- Department of Precision and Regenerative Medicine and Jonic Area, University of Bari 'Aldo Moro', Bari, Italy
| | - Ju-Young Shin
- School of Pharmacy, Sungkyunkwan University, Suwon, South Korea
| | - Ahhyung Choi
- School of Pharmacy, Sungkyunkwan University, Suwon, South Korea
| | - Hae Sun Suh
- Department of Regulatory Science, Kyung Hee University Graduate School, Seoul, South Korea
- Institute of Regulatory Innovation through Science, Kyung Hee University College of Pharmacy, Seoul, South Korea
| | - Sunmi Lee
- Department of Applied Mathematics, Kyung Hee University, Yongin, South Korea
| | - Marco Solmi
- Department of Psychiatry, SCIENCES lab, University of Ottawa, Ottawa, Ontario, Canada
- On Track: The Champlain First Episode Psychosis Program, Department of Mental Health, Ottawa Hospital, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute Clinical Epidemiology Program, University of Ottawa, Ottawa, Ontario, Canada
- Department of Child and Adolescent Psychiatry, Charité Universitätsmedizin, Berlin, Germany
| | - Chanyang Min
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea
| | - Jae Il Shin
- Department of Pediatrics, Yonsei University College of Medicine, Seoul, South Korea.
- Severance Underwood Meta-Research Center, Institute of Convergence Science, Yonsei University, Seoul, South Korea.
| | - Dong Keon Yon
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea.
- Department of Regulatory Science, Kyung Hee University Graduate School, Seoul, South Korea.
- Institute of Regulatory Innovation through Science, Kyung Hee University College of Pharmacy, Seoul, South Korea.
- Department of Pediatrics, Kyung Hee University Medical Center, Kyung Hee University College of Medicine, Seoul, South Korea.
| | - Paolo Fusar-Poli
- Early Psychosis: Interventions and Clinical-Detection Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Outreach and Support in South-London Service, South London and Maudlsey NHS Foundation Trust, London, UK
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University of Munich, Munich, Germany
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24
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Kayalar O, Cetinkaya PD, Eldem V, Argun Baris S, Kokturk N, Kuralay SC, Rajabi H, Konyalilar N, Mortazavi D, Korkunc SK, Erkan S, Aksoy GT, Eyikudamaci G, Pinar Deniz P, Baydar Toprak O, Yildiz Gulhan P, Sagcan G, Kose N, Tomruk Erdem A, Fakili F, Ozturk O, Basyigit I, Boyaci H, Azak E, Ulukavak Ciftci T, Oguzulgen IK, Ozger HS, Aysert Yildiz P, Hanta I, Ataoglu O, Ercelik M, Cuhadaroglu C, Okur HK, Tor MM, Nurlu Temel E, Kul S, Tutuncu Y, Itil O, Bayram H. Comparative Transcriptomic Analyses of Peripheral Blood Mononuclear Cells of COVID-19 Patients without Pneumonia and with Severe Pneumonia in the First Year of Follow-Up. Viruses 2024; 16:1211. [PMID: 39205185 PMCID: PMC11358892 DOI: 10.3390/v16081211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 07/18/2024] [Accepted: 07/19/2024] [Indexed: 09/04/2024] Open
Abstract
The multisystemic effects of COVID-19 may continue for a longer time period following the acute phase, depending on the severity of the disease. However, long-term systemic transcriptomic changes associated with COVID-19 disease and the impact of disease severity are not fully understood. We aimed to investigate the impact of COVID-19 and its severity on transcriptomic alterations in peripheral blood mononuclear cells (PBMCs) following 1 year of the disease. PBMCs were isolated from the peripheral blood of healthy control donors who did not have COVID-19 (C; n = 13), from COVID-19 patients without pneumonia (NP; n = 11), and from COVID-19 patients with severe pneumonia (SP; n = 10) after 1-year of follow-up. Following RNA isolation from PBMCs, high-quality RNAs were sequenced after creating a library. Differentially expressed genes (DEGs) and differentially expressed long non-coding RNAs (DElncRNAs) were identified using Benjamini-Hochberg correction and they were analysed for hierarchical clustering and principal component analysis (PCA). Intergroup comparisons (C vs. NP, C vs. SP, and NP vs. SP) of DEGs and DElncRNAs were performed and hub genes were determined. Functional enrichment analyses of DEGs and DElncRNAs were made using Metascape (v3.5.20240101) and the first version of NCPATH. The RNA sequencing analysis revealed 4843 DEGs and 1056 DElncRNAs in "C vs. NP", 1651 DEGs and 577 DElncRNAs in "C vs. SP", and 954 DEGs and 148 DElncRNAs in "NP vs. SP", with 291 DEGs and 70 DElncRNAs shared across all groups, respectively. We identified 14 hub genes from 291 DEGs, with functional enrichment analysis showing upregulated DEGs mainly linked to inflammation and osteoclast differentiation and downregulated DEGs to viral infections and immune responses. The analysis showed that 291 common and 14 hub genes were associated with pneumonia and that these genes could be regulated by the transcription factors JUN and NFκB1 carrying the NFκB binding site. We also revealed unique immune cell signatures across DEG categories indicating that the upregulated DEGs were associated with neutrophils and monocytes, while downregulated DEGs were associated with CD4 memory effector T cells. The comparative transcriptomic analysis of NP and SP groups with 52 gene signatures suggestive of IPF risk showed a lower risk of IPF in the SP group than the NP patients. Our findings suggest that COVID-19 may cause long term pathologies by modulating the expression of various DEGs, DeLncRNAs, and hub genes at the cellular level.
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Affiliation(s)
- Ozgecan Kayalar
- Koc University Research Center for Translational Medicine (KUTTAM), School of Medicine, Koc University, Istanbul 34010, Türkiye; (H.R.); (N.K.); (D.M.); (S.K.K.); (S.E.); (G.T.A.); (G.E.); (H.B.)
| | - Pelin Duru Cetinkaya
- Department of Pulmonary Medicine, Faculty of Medicine, Cukurova University, Adana 01790, Türkiye; (P.D.C.); (P.P.D.); (O.B.T.); (I.H.)
| | - Vahap Eldem
- Department of Biology, Science Faculty, Istanbul University, Istanbul 34134, Türkiye; (V.E.); (S.C.K.)
| | - Serap Argun Baris
- Department of Pulmonary Medicine, Faculty of Medicine, Kocaeli University, Kocaeli 41380, Türkiye; (S.A.B.); (I.B.); (H.B.)
| | - Nurdan Kokturk
- Department of Pulmonary Medicine, Faculty of Medicine, Gazi University, Ankara 06500, Türkiye; (N.K.); (T.U.C.); (I.K.O.)
| | - Selim Can Kuralay
- Department of Biology, Science Faculty, Istanbul University, Istanbul 34134, Türkiye; (V.E.); (S.C.K.)
| | - Hadi Rajabi
- Koc University Research Center for Translational Medicine (KUTTAM), School of Medicine, Koc University, Istanbul 34010, Türkiye; (H.R.); (N.K.); (D.M.); (S.K.K.); (S.E.); (G.T.A.); (G.E.); (H.B.)
| | - Nur Konyalilar
- Koc University Research Center for Translational Medicine (KUTTAM), School of Medicine, Koc University, Istanbul 34010, Türkiye; (H.R.); (N.K.); (D.M.); (S.K.K.); (S.E.); (G.T.A.); (G.E.); (H.B.)
| | - Deniz Mortazavi
- Koc University Research Center for Translational Medicine (KUTTAM), School of Medicine, Koc University, Istanbul 34010, Türkiye; (H.R.); (N.K.); (D.M.); (S.K.K.); (S.E.); (G.T.A.); (G.E.); (H.B.)
| | - Seval Kubra Korkunc
- Koc University Research Center for Translational Medicine (KUTTAM), School of Medicine, Koc University, Istanbul 34010, Türkiye; (H.R.); (N.K.); (D.M.); (S.K.K.); (S.E.); (G.T.A.); (G.E.); (H.B.)
| | - Sinem Erkan
- Koc University Research Center for Translational Medicine (KUTTAM), School of Medicine, Koc University, Istanbul 34010, Türkiye; (H.R.); (N.K.); (D.M.); (S.K.K.); (S.E.); (G.T.A.); (G.E.); (H.B.)
| | - Gizem Tuşe Aksoy
- Koc University Research Center for Translational Medicine (KUTTAM), School of Medicine, Koc University, Istanbul 34010, Türkiye; (H.R.); (N.K.); (D.M.); (S.K.K.); (S.E.); (G.T.A.); (G.E.); (H.B.)
| | - Gul Eyikudamaci
- Koc University Research Center for Translational Medicine (KUTTAM), School of Medicine, Koc University, Istanbul 34010, Türkiye; (H.R.); (N.K.); (D.M.); (S.K.K.); (S.E.); (G.T.A.); (G.E.); (H.B.)
| | - Pelin Pinar Deniz
- Department of Pulmonary Medicine, Faculty of Medicine, Cukurova University, Adana 01790, Türkiye; (P.D.C.); (P.P.D.); (O.B.T.); (I.H.)
| | - Oya Baydar Toprak
- Department of Pulmonary Medicine, Faculty of Medicine, Cukurova University, Adana 01790, Türkiye; (P.D.C.); (P.P.D.); (O.B.T.); (I.H.)
| | - Pinar Yildiz Gulhan
- Department of Pulmonary Medicine, Faculty of Medicine, Duzce University, Duzce 81620, Türkiye; (P.Y.G.); (O.A.); (M.E.)
| | - Gulseren Sagcan
- Department of Pulmonary Medicine, Altunizade Acibadem Hospital, Istanbul 34662, Türkiye; (G.S.); (C.C.); (H.K.O.)
| | - Neslihan Kose
- Department of Pulmonary Medicine, Bilecik Training and Research Hospital, Bilecik 11230, Türkiye;
| | - Aysegul Tomruk Erdem
- Department of Pulmonary Medicine, Faculty of Medicine, Zonguldak Bulent Ecevit University, Zonguldak 67100, Türkiye; (A.T.E.); (M.M.T.)
| | - Fusun Fakili
- Department of Pulmonary Medicine, Faculty of Medicine, Gaziantep University, Gaziantep 27310, Türkiye;
| | - Onder Ozturk
- Department of Pulmonary Medicine, Faculty of Medicine, Suleyman Demirel University, Isparta 32260, Türkiye;
| | - Ilknur Basyigit
- Department of Pulmonary Medicine, Faculty of Medicine, Kocaeli University, Kocaeli 41380, Türkiye; (S.A.B.); (I.B.); (H.B.)
| | - Hasim Boyaci
- Department of Pulmonary Medicine, Faculty of Medicine, Kocaeli University, Kocaeli 41380, Türkiye; (S.A.B.); (I.B.); (H.B.)
| | - Emel Azak
- Department of Infectious Disease and Clinical Microbiology, Faculty of Medicine, Kocaeli University, Kocaeli 41380, Türkiye;
| | - Tansu Ulukavak Ciftci
- Department of Pulmonary Medicine, Faculty of Medicine, Gazi University, Ankara 06500, Türkiye; (N.K.); (T.U.C.); (I.K.O.)
| | - Ipek Kivilcim Oguzulgen
- Department of Pulmonary Medicine, Faculty of Medicine, Gazi University, Ankara 06500, Türkiye; (N.K.); (T.U.C.); (I.K.O.)
| | - Hasan Selcuk Ozger
- Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Gazi University, Ankara 06500, Türkiye; (H.S.O.); (P.A.Y.)
| | - Pinar Aysert Yildiz
- Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Gazi University, Ankara 06500, Türkiye; (H.S.O.); (P.A.Y.)
| | - Ismail Hanta
- Department of Pulmonary Medicine, Faculty of Medicine, Cukurova University, Adana 01790, Türkiye; (P.D.C.); (P.P.D.); (O.B.T.); (I.H.)
| | - Ozlem Ataoglu
- Department of Pulmonary Medicine, Faculty of Medicine, Duzce University, Duzce 81620, Türkiye; (P.Y.G.); (O.A.); (M.E.)
| | - Merve Ercelik
- Department of Pulmonary Medicine, Faculty of Medicine, Duzce University, Duzce 81620, Türkiye; (P.Y.G.); (O.A.); (M.E.)
| | - Caglar Cuhadaroglu
- Department of Pulmonary Medicine, Altunizade Acibadem Hospital, Istanbul 34662, Türkiye; (G.S.); (C.C.); (H.K.O.)
| | - Hacer Kuzu Okur
- Department of Pulmonary Medicine, Altunizade Acibadem Hospital, Istanbul 34662, Türkiye; (G.S.); (C.C.); (H.K.O.)
| | - Muge Meltem Tor
- Department of Pulmonary Medicine, Faculty of Medicine, Zonguldak Bulent Ecevit University, Zonguldak 67100, Türkiye; (A.T.E.); (M.M.T.)
| | - Esra Nurlu Temel
- Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Suleyman Demirel University, Isparta 32260, Türkiye;
| | - Seval Kul
- Department of Biostatistics, Faculty of Medicine, Gaziantep University, Gaziantep 27310, Türkiye;
| | - Yıldız Tutuncu
- Department of Immunology, Koc University Research Center for Translational Medicine (KUTTAM), School of Medicine, Koc University Istanbul, Istanbul 34010, Türkiye;
| | - Oya Itil
- Department of Pulmonary Medicine, Faculty of Medicine, Dokuz Eylul University, Izmir 35340, Türkiye;
| | - Hasan Bayram
- Koc University Research Center for Translational Medicine (KUTTAM), School of Medicine, Koc University, Istanbul 34010, Türkiye; (H.R.); (N.K.); (D.M.); (S.K.K.); (S.E.); (G.T.A.); (G.E.); (H.B.)
- Department of Pulmonary Medicine, School of Medicine, Koc University, Istanbul 34010, Türkiye
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25
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Schwabenland M, Hasavci D, Frase S, Wolf K, Deigendesch N, Buescher JM, Mertz KD, Ondruschka B, Altmeppen H, Matschke J, Glatzel M, Frank S, Thimme R, Beck J, Hosp JA, Blank T, Bengsch B, Prinz M. High throughput spatial immune mapping reveals an innate immune scar in post-COVID-19 brains. Acta Neuropathol 2024; 148:11. [PMID: 39060438 PMCID: PMC11281987 DOI: 10.1007/s00401-024-02770-6] [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: 04/24/2024] [Revised: 07/15/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024]
Abstract
The underlying pathogenesis of neurological sequelae in post-COVID-19 patients remains unclear. Here, we used multidimensional spatial immune phenotyping and machine learning methods on brains from initial COVID-19 survivors to identify the biological correlate associated with previous SARS-CoV-2 challenge. Compared to healthy controls, individuals with post-COVID-19 revealed a high percentage of TMEM119+P2RY12+CD68+Iba1+HLA-DR+CD11c+SCAMP2+ microglia assembled in prototypical cellular nodules. In contrast to acute SARS-CoV-2 cases, the frequency of CD8+ parenchymal T cells was reduced, suggesting an immune shift toward innate immune activation that may contribute to neurological alterations in post-COVID-19 patients.
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Affiliation(s)
- Marius Schwabenland
- Institute of Neuropathology, Faculty of Medicine, University of Freiburg, Breisacher Str. 64, 79106, Freiburg, Germany
| | - Dilara Hasavci
- Institute of Neuropathology, Faculty of Medicine, University of Freiburg, Breisacher Str. 64, 79106, Freiburg, Germany
| | - Sibylle Frase
- Department of Neurology and Neuroscience, University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Katharina Wolf
- Department of Neurology and Neuroscience, University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Department of Neurosurgery, University Medical Center Freiburg, Freiburg, Germany
| | - Nikolaus Deigendesch
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Joerg M Buescher
- Max Planck Institute for Immunobiology and Epigenetics, 79108, Freiburg, Germany
| | - Kirsten D Mertz
- Institute of Pathology, Cantonal Hospital Baselland, Liestal, Switzerland
- University of Basel, Basel, Switzerland
| | - Benjamin Ondruschka
- Institute of Legal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Hermann Altmeppen
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jakob Matschke
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Markus Glatzel
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stephan Frank
- Division of Neuropathology, Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Robert Thimme
- Clinic for Internal Medicine II, Gastroenterology, Hepatology, Endocrinology, and Infectious Disease, Faculty of Medicine, University Medical Center Freiburg, Freiburg, Germany
| | - Juergen Beck
- Department of Neurosurgery, University Medical Center Freiburg, Freiburg, Germany
| | - Jonas A Hosp
- Department of Neurology and Neuroscience, University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Thomas Blank
- Institute of Neuropathology, Faculty of Medicine, University of Freiburg, Breisacher Str. 64, 79106, Freiburg, Germany
| | - Bertram Bengsch
- Clinic for Internal Medicine II, Gastroenterology, Hepatology, Endocrinology, and Infectious Disease, Faculty of Medicine, University Medical Center Freiburg, Freiburg, Germany
- Signalling Research Centres BIOSS and CIBSS, University of Freiburg, Freiburg, Germany
| | - Marco Prinz
- Institute of Neuropathology, Faculty of Medicine, University of Freiburg, Breisacher Str. 64, 79106, Freiburg, Germany.
- Signalling Research Centres BIOSS and CIBSS, University of Freiburg, Freiburg, Germany.
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26
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Haddad NS, Morrison-Porter A, Quehl H, Capric V, Lamothe PA, Anam F, Runnstrom MC, Truong AD, Dixit AN, Woodruff MC, Chen A, Park J, Nguyen DC, Hentenaar I, Kim CY, Kyu S, Stewart B, Wagman E, Geoffroy H, Sanz D, Cashman KS, Ramonell RP, Cabrera-Mora M, Alter DN, Roback JD, Horwath MC, O’Keefe JB, Dretler AW, Gripaldo R, Yeligar SM, Natoli T, Betin V, Patel R, Vela K, Hernandez MR, Usman S, Varghese J, Jalal A, Lee S, Le SN, Amoss RT, Daiss JL, Sanz I, Lee FEH. MENSA, a Media Enriched with Newly Synthesized Antibodies, to Identify SARS-CoV-2 Persistence and Latent Viral Reactivation in Long-COVID. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.07.05.24310017. [PMID: 39006446 PMCID: PMC11245097 DOI: 10.1101/2024.07.05.24310017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
Post-acute sequelae of SARS-CoV-2 (SARS2) infection (PASC) is a heterogeneous condition, but the main viral drivers are unknown. Here, we use MENSA, Media Enriched with Newly Synthesized Antibodies, secreted exclusively from circulating human plasmablasts, to provide an immune snapshot that defines the underlying viral triggers. We provide proof-of-concept testing that the MENSA technology can capture the new host immune response to accurately diagnose acute primary and breakthrough infections when known SARS2 virus or proteins are present. It is also positive after vaccination when spike proteins elicit an acute immune response. Applying the same principles for long-COVID patients, MENSA is positive for SARS2 in 40% of PASC vs none of the COVID recovered (CR) patients without any sequelae demonstrating ongoing SARS2 viral inflammation only in PASC. Additionally, in PASC patients, MENSAs are also positive for Epstein-Barr Virus (EBV) in 37%, Human Cytomegalovirus (CMV) in 23%, and herpes simplex virus 2 (HSV2) in 15% compared to 17%, 4%, and 4% in CR controls respectively. Combined, a total of 60% of PASC patients have a positive MENSA for SARS2, EBV, CMV, and/or HSV2. MENSA offers a unique antibody snapshot to reveal the underlying viral drivers in long-COVID thus demonstrating the persistence of SARS2 and reactivation of viral herpes in 60% of PASC patients.
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Affiliation(s)
- Natalie S. Haddad
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- MicroB-plex Inc, Atlanta, GA, 30332, USA
| | - Andrea Morrison-Porter
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- MicroB-plex Inc, Atlanta, GA, 30332, USA
| | - Hannah Quehl
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Violeta Capric
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Pedro A. Lamothe
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Fabliha Anam
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Martin C. Runnstrom
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Department of Medicine, Atlanta Veterans Affairs Health Care System, Decatur, Georgia, 30033, USA
| | - Alex D. Truong
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Adviteeya N. Dixit
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Matthew C. Woodruff
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Lowance Center for Human Immunology, Emory University, Atlanta, GA, 30322, USA
| | - Anting Chen
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Jiwon Park
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Doan C. Nguyen
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Ian Hentenaar
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Caroline Y. Kim
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Shuya Kyu
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Brandon Stewart
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Elizabeth Wagman
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Hannah Geoffroy
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | | | - Kevin S. Cashman
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Lowance Center for Human Immunology, Emory University, Atlanta, GA, 30322, USA
| | - Richard P. Ramonell
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, 15213, USA
- Asthma and Environmental Lung Health Institute, University of Pittsburgh Medical Center, Pittsburgh, PA, 15213, USA
| | - Monica Cabrera-Mora
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - David N. Alter
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA, 30322, USA
| | - John D. Roback
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Michael C. Horwath
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA, 30322, USA
| | - James B. O’Keefe
- Division of General Internal Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, 30322, USA
| | | | - Ria Gripaldo
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Samantha M. Yeligar
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Department of Medicine, Atlanta Veterans Affairs Health Care System, Decatur, Georgia, 30033, USA
| | - Ted Natoli
- ImmuneID, Inc Biotechnology Research, Waltham, MA, 02451, USA
| | - Viktoria Betin
- ImmuneID, Inc Biotechnology Research, Waltham, MA, 02451, USA
| | - Rahulkumar Patel
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Kennedy Vela
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Mindy Rodriguez Hernandez
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Sabeena Usman
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - John Varghese
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Anum Jalal
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Saeyun Lee
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Sang N. Le
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - R. Toby Amoss
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | | | - Ignacio Sanz
- Division of Rheumatology, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Lowance Center for Human Immunology, Emory University, Atlanta, GA, 30322, USA
| | - F. Eun-Hyung Lee
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Lowance Center for Human Immunology, Emory University, Atlanta, GA, 30322, USA
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27
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Marsters CM, Bakal JA, Lam GY, McAlister FA, Power C. Increased frequency and mortality in persons with neurological disorders during COVID-19. Brain 2024; 147:2542-2551. [PMID: 38641563 PMCID: PMC11224605 DOI: 10.1093/brain/awae117] [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: 11/27/2023] [Accepted: 03/17/2024] [Indexed: 04/21/2024] Open
Abstract
Determining the frequency and outcomes of neurological disorders associated with coronavirus disease 2019 (COVID-19) is imperative for understanding risks and for recognition of emerging neurological disorders. We investigated the susceptibility and impact of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection among persons with premorbid neurological disorders, in addition to the post-infection incidence of neurological sequelae, in a case-control population-based cohort. Using health service data collected between 1 March 2020 and 30 June 2021, we constructed a cohort of SARS-CoV-2 RNA-positive (n = 177 892) and -negative (n = 177 800) adults who were age, sex and comorbidity matched and underwent RT-PCR testing at similar times. COVID-19-associated mortality rates were examined within the cohort. Neurological sequelae were analysed during the acute (<3 months) and the post-acute (3-9 months) phases post-infection. The risk of death was significantly greater in the SARS-CoV-2 RNA-positive (2140 per 100 000 person years) compared with RNA-negative (922 per 100 000 person years) over a follow-up of 9 months, particularly amongst those with premorbid neurological disorders: adjusted odds ratios (95% confidence interval) in persons with a prior history of parkinsonism, 1.65 (1.15-2.37); dementia, 1.30 (1.11-1.52); seizures, 1.91 (1.26-2.87); encephalopathy, 1.82 (1.02-3.23); and stroke, 1.74 (1.05-2.86). There was also a significantly increased risk for diagnosis of new neurological sequelae during the acute time phase after COVID-19, including encephalopathy, 2.0 (1.10-3.64); dementia, 1.36 (1.07-1.73); seizure, 1.77 (1.22-2.56); and brain fog, 1.96 (1.20-3.20). These risks persisted into the post-acute phase after COVID-19, during which inflammatory myopathy (2.57, 1.07-6.15) and coma (1.87, 1.22-2.87) also became significantly increased. Thus, persons with SARS-CoV-2 infection and premorbid neurological disorders are at greater risk of death, and SARS-CoV-2 infection was complicated by increased risk of new-onset neurological disorders in both the acute and post-acute phases of COVID-19.
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Affiliation(s)
- Candace M Marsters
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, AB T6G 2B7, Canada
| | - Jeffrey A Bakal
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, AB T6G 2B7, Canada
- Provincial Research Data Services-Alberta Health Services, Edmonton, AB T6G 2B7, Canada
- Alberta Strategy for Patient Oriented Research Unit, Edmonton, AB T6G 2C8, Canada
| | - Grace Y Lam
- Division of Pulmonology, Department of Medicine, University of Alberta, Edmonton, AB T6G 2B7, Canada
| | - Finlay A McAlister
- Alberta Strategy for Patient Oriented Research Unit, Edmonton, AB T6G 2C8, Canada
| | - Christopher Power
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, AB T6G 2B7, Canada
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28
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Zhu Y, Yu Y, Wang Y, Womer F, Qin X, Zhou K, Zhu R, Du W, Yang J, Su KP, Wang F. Unmasking the mental health scars of COVID-19: A longitudinal investigation of children and adolescents in post-lockdown China. Brain Behav Immun 2024; 119:275-285. [PMID: 38599498 DOI: 10.1016/j.bbi.2024.04.003] [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: 01/16/2024] [Revised: 03/20/2024] [Accepted: 04/06/2024] [Indexed: 04/12/2024] Open
Abstract
The long-term mental health consequences of COVID-19 in children and adolescents remain unclear. We investigated the impact of COVID-19 infection on mental health after China's zero-COVID policy relaxation, focusing on symptom-specific and social-family risk factors for mental health issues in children and adolescents. In a longitudinal study, 8348 youths (aged 10-18) were assessed twice (T1: September to October 2022 and T2: April to May 2023). Mental health changes (Δ=T1-T2) were compared between COVID-19-infected (COVID+, n = 4108) and non-infected (COVID-, n = 4240). After balancing social-family confounding factors at T1 with propensity score-based inverse probability weights, multivariable logistic regression was employed to assess associations between COVID-19 infection and the onset/worsening of mental health symptoms. Multivariable logistic regression was conducted to explore specific acute COVID-19 symptoms and social-family risk factors associated with the onset/worsening of mental health symptoms in COVID + group. Compared to COVID- group, COVID + group exhibited lower overall mental health improvement (Δ). COVID + group was associated with increased risks of depression worsening (OR 1.20, 95 % CI 1.04-1.39), anxiety worsening (OR 1.30, 95 % CI 1.15-1.47), stress worsening (OR 1.23, 95 % CI 1.03-1.46), insomnia worsening (OR 1.21, 95 % CI 1.05-1.39), and emotional symptoms worsening (OR 1.72, 95 % CI 1.27-2.33). Moderate-to-severe difficulty thinking, breathlessness, and gastrointestinal symptoms were specific COVID-19 symptoms associated with worsening of various mental health outcomes. Furthermore, academic difficulties, economic disadvantages, family conflicts, food addiction, and alcohol consumption were identified as social-family risk factors for worsening mental health symptoms in COVID + youths. COVID-19 infection leaves lasting mental health scars in youths, extending beyond the acute phase. Specific symptoms, particularly cognitive dysfunction and respiratory/gastrointestinal distress play a significant role in this vulnerability. Social-family factors further modulate these effects, highlighting the need for comprehensive interventions that address both biological and psychosocial aspects. This study provides valuable insights for tailoring mental health support to youths navigating the consequences of the COVID-19 pandemic.
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Affiliation(s)
- Yue Zhu
- Department of Mental Health, School of Public Health, Nanjing Medical University, Nanjing, China; Functional Brain Imaging Institute of Nanjing Medical University, Nanjing, China; Early Intervention Unit, Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China
| | - Yuenan Yu
- Department of Mental Health, School of Public Health, Nanjing Medical University, Nanjing, China; Functional Brain Imaging Institute of Nanjing Medical University, Nanjing, China
| | - Yang Wang
- Functional Brain Imaging Institute of Nanjing Medical University, Nanjing, China; Early Intervention Unit, Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China
| | - Fay Womer
- General Psychiatry, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Xiaoyang Qin
- Functional Brain Imaging Institute of Nanjing Medical University, Nanjing, China; Early Intervention Unit, Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China
| | - Keyin Zhou
- Functional Brain Imaging Institute of Nanjing Medical University, Nanjing, China; Early Intervention Unit, Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China
| | - Rongxin Zhu
- Early Intervention Unit, Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China
| | - Wei Du
- Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing, China
| | - Jie Yang
- Department of Children and Adolescents Health Promotion, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, Jiangsu, China; Department of Maternal Child and Adolescent Health, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China.
| | - Kuan-Pin Su
- Mind-Body Interface Research Center (MBI-Lab), China Medical University Hospital, Taichung, Taiwan; College of Medicine, China Medical University, Taichung, Taiwan; An-Nan Hospital, China Medical University, Tainan, Taiwan.
| | - Fei Wang
- Department of Mental Health, School of Public Health, Nanjing Medical University, Nanjing, China; Functional Brain Imaging Institute of Nanjing Medical University, Nanjing, China; Early Intervention Unit, Department of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China.
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29
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Ereqat S, Alikhan NF, Al-Jawabreh A, Matthews M, Al-Jawabreh A, de Oliveira Martins L, Trotter AJ, Al-Kaila M, Page AJ, Pallen MJ, Nasereddin A. Epidemiological Characterization and Genetic Variation of the SARS-CoV-2 Delta Variant in Palestine. Pathogens 2024; 13:521. [PMID: 38921818 PMCID: PMC11206313 DOI: 10.3390/pathogens13060521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 05/29/2024] [Accepted: 06/06/2024] [Indexed: 06/27/2024] Open
Abstract
The emergence of new SARS-CoV-2 variants in Palestine highlights the need for continuous genetic surveillance and accurate screening strategies. This case series study aimed to investigate the geographic distribution and genetic variation of the SARS-CoV-2 Delta Variant in Palestine in August 2021. Samples were collected at random in August 2021 (n = 571) from eight districts in the West Bank, Palestine. All samples were confirmed as positive for COVID-19 by RT-PCR. The samples passed the quality control test and were successfully sequenced using the ARTIC protocol. The Delta Variant was revealed to have four dominant lineages: B.1.617 (19%), AY.122 (18%), AY.106 (17%), and AY.121 (13%). The study revealed eight significant purely spatial clusters (p < 0.005) distributed in the northern and southern parts of Palestine. Phylogenetic analysis of SARS-CoV-2 genomes (n = 552) showed no geographically specific clades. The haplotype network revealed three haplogroups without any geographic distribution. Chronologically, the Delta Variant peak in Palestine was shortly preceded by the one in the neighboring Israeli community and shortly followed by the peak in Jordan. In addition, the study revealed an extremely intense transmission network of the Delta Variant circulating between the Palestinian districts as hubs (SHR ≈ 0.5), with Al-Khalil, the district with the highest prevalence of COVID-19, witnessing the highest frequency of transitions. Genetic diversity analysis indicated closely related haplogroups, as haplotype diversity (Hd) is high but has low nucleotide diversity (π). However, nucleotide diversity (π) in Palestine is still higher than the global figures. Neutrality tests were significantly (p < 0.05) low, including Tajima's D, Fu-Li's F, and Fu-Li's D, suggesting one or more of the following: population expansion, selective sweep, and natural negative selection. Wright's F-statistic (Fst) showed genetic differentiation (Fst > 0.25) with low to medium gene flow (Nm). Recombination events were minimal between clusters (Rm) and between adjacent sites (Rs). The study confirms the utility of the whole genome sequence as a surveillance system to track the emergence of new SARS-CoV-2 variants for any possible geographical association and the use of genetic variation analysis and haplotype networking to delineate any minimal change or slight deviation in the viral genome from a reference strain.
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Affiliation(s)
- Suheir Ereqat
- Biochemistry and Molecular Biology Department, Faculty of Medicine, Al-Quds University, Abu Dis, Jerusalem P.O. Box 51000, Palestine; (S.E.); (A.N.)
| | - Nabil-Fareed Alikhan
- Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (N.-F.A.); (L.d.O.M.); (A.J.T.); (A.J.P.); (M.J.P.)
| | - Amer Al-Jawabreh
- Department of Medical Laboratory Sciences, Faculty of Allied Health Sciences, Arab American University, Jenin P.O. Box 240, Palestine
- Leishmaniases Research Unit, Jericho P5840227, Palestine
| | - Michaela Matthews
- Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (N.-F.A.); (L.d.O.M.); (A.J.T.); (A.J.P.); (M.J.P.)
| | - Ahmed Al-Jawabreh
- Biochemistry and Molecular Biology Department, Faculty of Medicine, Al-Quds University, Abu Dis, Jerusalem P.O. Box 51000, Palestine; (S.E.); (A.N.)
- Ministry of Health of the State of Palestine, Ramallah P6028100, Palestine;
| | - Leonardo de Oliveira Martins
- Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (N.-F.A.); (L.d.O.M.); (A.J.T.); (A.J.P.); (M.J.P.)
| | - Alexander J. Trotter
- Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (N.-F.A.); (L.d.O.M.); (A.J.T.); (A.J.P.); (M.J.P.)
| | - Mai Al-Kaila
- Ministry of Health of the State of Palestine, Ramallah P6028100, Palestine;
| | - Andrew J. Page
- Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (N.-F.A.); (L.d.O.M.); (A.J.T.); (A.J.P.); (M.J.P.)
| | - Mark J. Pallen
- Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (N.-F.A.); (L.d.O.M.); (A.J.T.); (A.J.P.); (M.J.P.)
- University of East Anglia, Norwich Research Park, Norwich NR4 7TJ, UK
- School of Veterinary Medicine, University of Surrey, Guildford GU2 7AL, UK
| | - Abedelmajeed Nasereddin
- Biochemistry and Molecular Biology Department, Faculty of Medicine, Al-Quds University, Abu Dis, Jerusalem P.O. Box 51000, Palestine; (S.E.); (A.N.)
- Al-Quds Bard College, Al-Quds University, East Jerusalem P.O. Box 20002, Palestine
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30
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Radtke T, Künzi L, Kopp J, Rasi M, Braun J, Zens KD, Winter B, Anagnostopoulos A, Puhan MA, Fehr JS. Effects of Pycnogenol® in people with post-COVID-19 condition (PYCNOVID): study protocol for a single-center, placebo controlled, quadruple-blind, randomized trial. Trials 2024; 25:385. [PMID: 38879571 PMCID: PMC11179231 DOI: 10.1186/s13063-024-08187-6] [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: 10/17/2023] [Accepted: 05/17/2024] [Indexed: 06/19/2024] Open
Abstract
BACKGROUND A significant proportion of the global population has been infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) at some point since the onset of the pandemic. Although most individuals who develop coronavirus disease 2019 (COVID-19) recover without complications, about 6% have persistent symptoms, referred to as post-COVID-19 condition (PCC). Intervention studies investigating treatments that potentially alleviate PCC-related symptoms and thus aim to mitigate the global public health burden and healthcare costs linked to PCC are desperately needed. The PYCNOVID trial investigates the effects of Pycnogenol®, a French maritime pine bark extract with anti-inflammatory and antioxidative properties, versus placebo on patient-reported health status in people with PCC. METHODS This is a single-center, placebo-controlled, quadruple blind, randomized trial. We aim to randomly assign 150 individuals with PCC (1:1 ratio) to receive either 200 mg Pycnogenol® or placebo daily for 12 weeks. Randomization is stratified for duration of PCC symptoms (≤ 6 months versus > 6 months) and presence of symptomatic chronic disease(s). The primary endpoint is perceived health status at 12 weeks (EuroQol-Visual Analogue Scale) adjusted for baseline values and stratification factors. Secondary endpoints include change in self-reported PCC symptoms, health-related quality of life, symptoms of depression and anxiety, cognitive function, functional exercise capacity, physical activity measured with accelerometry, and blood biomarkers for endothelial health, inflammation, coagulation, platelet function, and oxidative stress. Investigators, study participants, outcome assessors, and data analysts are blinded regarding the intervention assignment. Individuals with PCC were involved in the design of this study. DISCUSSION This is the first trial to investigate the effects of Pycnogenol® versus placebo on patient-reported health status in people with PCC. Should the trial proof clinical effectiveness, Pycnogenol® may serve as a therapeutic approach to mitigate symptoms associated with PCC. TRIAL REGISTRATION The study is registered at ClinicalTrials.gov. :NCT05890534, June 6, 2023.
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Affiliation(s)
- Thomas Radtke
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland.
| | - Lisa Künzi
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
| | - Julia Kopp
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
| | - Manuela Rasi
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
| | - Julia Braun
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
| | - Kyra D Zens
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
| | - Babette Winter
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
| | - Alexia Anagnostopoulos
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
| | - Milo A Puhan
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
| | - Jan S Fehr
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
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31
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Gusev E, Sarapultsev A. Exploring the Pathophysiology of Long COVID: The Central Role of Low-Grade Inflammation and Multisystem Involvement. Int J Mol Sci 2024; 25:6389. [PMID: 38928096 PMCID: PMC11204317 DOI: 10.3390/ijms25126389] [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: 05/28/2024] [Revised: 06/05/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
Long COVID (LC), also referred to as Post COVID-19 Condition, Post-Acute Sequelae of SARS-CoV-2 Infection (PASC), and other terms, represents a complex multisystem disease persisting after the acute phase of COVID-19. Characterized by a myriad of symptoms across different organ systems, LC presents significant diagnostic and management challenges. Central to the disorder is the role of low-grade inflammation, a non-classical inflammatory response that contributes to the chronicity and diversity of symptoms observed. This review explores the pathophysiological underpinnings of LC, emphasizing the importance of low-grade inflammation as a core component. By delineating the pathogenetic relationships and clinical manifestations of LC, this article highlights the necessity for an integrated approach that employs both personalized medicine and standardized protocols aimed at mitigating long-term consequences. The insights gained not only enhance our understanding of LC but also inform the development of therapeutic strategies that could be applicable to other chronic conditions with similar pathophysiological features.
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Affiliation(s)
| | - Alexey Sarapultsev
- Institute of Immunology and Physiology, Ural Branch of the Russian Academy of Science, 620049 Ekaterinburg, Russia;
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32
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Fedorowski A, Fanciulli A, Raj SR, Sheldon R, Shibao CA, Sutton R. Cardiovascular autonomic dysfunction in post-COVID-19 syndrome: a major health-care burden. Nat Rev Cardiol 2024; 21:379-395. [PMID: 38163814 DOI: 10.1038/s41569-023-00962-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/13/2023] [Indexed: 01/03/2024]
Abstract
Cardiovascular autonomic dysfunction (CVAD) is a malfunction of the cardiovascular system caused by deranged autonomic control of circulatory homeostasis. CVAD is an important component of post-COVID-19 syndrome, also termed long COVID, and might affect one-third of highly symptomatic patients with COVID-19. The effects of CVAD can be seen at both the whole-body level, with impairment of heart rate and blood pressure control, and in specific body regions, typically manifesting as microvascular dysfunction. Many severely affected patients with long COVID meet the diagnostic criteria for two common presentations of CVAD: postural orthostatic tachycardia syndrome and inappropriate sinus tachycardia. CVAD can also manifest as disorders associated with hypotension, such as orthostatic or postprandial hypotension, and recurrent reflex syncope. Advances in research, accelerated by the COVID-19 pandemic, have identified new potential pathophysiological mechanisms, diagnostic methods and therapeutic targets in CVAD. For clinicians who daily see patients with CVAD, knowledge of its symptomatology, detection and appropriate management is more important than ever. In this Review, we define CVAD and its major forms that are encountered in post-COVID-19 syndrome, describe possible CVAD aetiologies, and discuss how CVAD, as a component of post-COVID-19 syndrome, can be diagnosed and managed. Moreover, we outline directions for future research to discover more efficient ways to cope with this prevalent and long-lasting condition.
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Affiliation(s)
- Artur Fedorowski
- Department of Cardiology, Karolinska University Hospital, Stockholm, Sweden.
- Department of Medicine, Karolinska Institute, Stockholm, Sweden.
- Department of Clinical Sciences, Lund University, Malmö, Sweden.
| | | | - Satish R Raj
- Department of Cardiac Sciences, Libin Cardiovascular Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Autonomic Dysfunction Center, Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Robert Sheldon
- Department of Cardiac Sciences, Libin Cardiovascular Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Cyndya A Shibao
- Autonomic Dysfunction Center, Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Richard Sutton
- Department of Clinical Sciences, Lund University, Malmö, Sweden
- Department of Cardiology, Hammersmith Hospital, National Heart & Lung Institute, Imperial College, London, UK
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Petrakis V, Rafailidis P, Terzi I, Dragoumani I, Markatou F, Papanas N, Vradelis S, Gouveri E, Panopoulou M, Papazoglou D, Periklis P. The prevalence of long COVID-19 syndrome in hospitalized patients with COVID-19 pneumonia. LE INFEZIONI IN MEDICINA 2024; 32:202-212. [PMID: 38827835 PMCID: PMC11142409 DOI: 10.53854/liim-3202-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 04/14/2024] [Indexed: 06/05/2024]
Abstract
Introduction Long COVID affects millions of individuals worldwide with a wide range of persistent symptoms. Pathogenesis, prevalence and clinical approach of this syndrome remain not well characterized.The aim of the study is the estimation of prevalence of long-COVID and identification of possible risk factors. Patients and Methods This is an observational prospective study including COVID-19 patients hospitalized at the Department of Infectious Diseases of the University General Hospital of Alexandroupolis (Greece). Eligible COVID-19 patients were interviewed and examined 6, 12 and 18 months after COVID-19 symptoms onset and hospital discharge in order to evaluate the prevalence and consequences of long-COVID symptoms. Results A total number of 995 patients were included. The median age at discharge was 55 years and 53% of patients were retired. The majority was males (57%). Vaccination against SARS-CoV-2 was completed in 52% (n=517) COVID-19 patients. More than 40% of COVID-19 patients had at least one symptom at 18 months after hospitalization. Intravenous antiviral 0treatment with remdesivir and complete vaccination status were found to lead to lower rates of Long-COVID. Conclusions More studies in larger patient cohorts are needed in order to identify the underlying biological mechanisms of long-COVID and create effective interventions for prevention and treatment.
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Affiliation(s)
- Vasileios Petrakis
- Department of Infectious Diseases, 2 University Department of Internal Medicine, University General Hospital Alexandroupolis, Democritus University of Thrace, Alexandroupolis,
Greece
| | - Petros Rafailidis
- Department of Infectious Diseases, 2 University Department of Internal Medicine, University General Hospital Alexandroupolis, Democritus University of Thrace, Alexandroupolis,
Greece
| | - Irene Terzi
- Department of Infectious Diseases, 2 University Department of Internal Medicine, University General Hospital Alexandroupolis, Democritus University of Thrace, Alexandroupolis,
Greece
| | - Ioulia Dragoumani
- Department of Infectious Diseases, 2 University Department of Internal Medicine, University General Hospital Alexandroupolis, Democritus University of Thrace, Alexandroupolis,
Greece
| | - Filothei Markatou
- Department of Infectious Diseases, 2 University Department of Internal Medicine, University General Hospital Alexandroupolis, Democritus University of Thrace, Alexandroupolis,
Greece
| | - Nikolaos Papanas
- Department of Infectious Diseases, 2 University Department of Internal Medicine, University General Hospital Alexandroupolis, Democritus University of Thrace, Alexandroupolis,
Greece
| | - Stergios Vradelis
- Department of Infectious Diseases, 2 University Department of Internal Medicine, University General Hospital Alexandroupolis, Democritus University of Thrace, Alexandroupolis,
Greece
| | - Evanthia Gouveri
- Department of Infectious Diseases, 2 University Department of Internal Medicine, University General Hospital Alexandroupolis, Democritus University of Thrace, Alexandroupolis,
Greece
| | - Maria Panopoulou
- University Laboratory Department, University General Hospital Alexandroupolis, Democritus University of Thrace, Alexandroupolis,
Greece
| | - Dimitrios Papazoglou
- Department of Infectious Diseases, 2 University Department of Internal Medicine, University General Hospital Alexandroupolis, Democritus University of Thrace, Alexandroupolis,
Greece
| | - Panagopoulos Periklis
- Department of Infectious Diseases, 2 University Department of Internal Medicine, University General Hospital Alexandroupolis, Democritus University of Thrace, Alexandroupolis,
Greece
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Wang Y, Su B, Xie J, Garcia-Rizo C, Prieto-Alhambra D. Long-term risk of psychiatric disorder and psychotropic prescription after SARS-CoV-2 infection among UK general population. Nat Hum Behav 2024; 8:1076-1087. [PMID: 38514769 PMCID: PMC11199144 DOI: 10.1038/s41562-024-01853-4] [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: 10/13/2022] [Accepted: 02/28/2024] [Indexed: 03/23/2024]
Abstract
Despite evidence indicating increased risk of psychiatric issues among COVID-19 survivors, questions persist about long-term mental health outcomes and the protective effect of vaccination. Using UK Biobank data, three cohorts were constructed: SARS-CoV-2 infection (n = 26,101), contemporary control with no evidence of infection (n = 380,337) and historical control predating the pandemic (n = 390,621). Compared with contemporary controls, infected participants had higher subsequent risks of incident mental health at 1 year (hazard ratio (HR): 1.54, 95% CI 1.42-1.67; P = 1.70 × 10-24; difference in incidence rate: 27.36, 95% CI 21.16-34.10 per 1,000 person-years), including psychotic, mood, anxiety, alcohol use and sleep disorders, and prescriptions for antipsychotics, antidepressants, benzodiazepines, mood stabilizers and opioids. Risks were higher for hospitalized individuals (2.17, 1.70-2.78; P = 5.80 × 10-10) than those not hospitalized (1.41, 1.30-1.53; P = 1.46 × 10-16), and were reduced in fully vaccinated people (0.97, 0.80-1.19; P = 0.799) compared with non-vaccinated or partially vaccinated individuals (1.64, 1.49-1.79; P = 4.95 × 10-26). Breakthrough infections showed similar risk of psychiatric diagnosis (0.91, 0.78-1.07; P = 0.278) but increased prescription risk (1.42, 1.00-2.02; P = 0.053) compared with uninfected controls. Early identification and treatment of psychiatric disorders in COVID-19 survivors, especially those severely affected or unvaccinated, should be a priority in the management of long COVID. With the accumulation of breakthrough infections in the post-pandemic era, the findings highlight the need for continued optimization of strategies to foster resilience and prevent escalation of subclinical mental health symptoms to severe disorders.
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Affiliation(s)
- Yunhe Wang
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Binbin Su
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, China
| | - Junqing Xie
- Centre for Statistics in Medicine and NIHR Biomedical Research Centre Oxford, NDORMS, University of Oxford, Oxford, UK.
- Key Laboratory of Aging-related Bone and Joint Diseases Prevention and Treatment, Ministry of Education, Xiangya Hospital, Central South University, Changsha, China.
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, China.
| | - Clemente Garcia-Rizo
- Barcelona Clinic Schizophrenia Unit, Hospital Clínic de Barcelona, Departament de Medicina, Institut de Neurociències (UBNeuro), Universitat de Barcelona (UB), Barcelona, Spain
- CIBERSAM, ISCIII, Madrid, Spain
- Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Barcelona, Spain
| | - Daniel Prieto-Alhambra
- Centre for Statistics in Medicine and NIHR Biomedical Research Centre Oxford, NDORMS, University of Oxford, Oxford, UK
- Medical Informatics, Erasmus Medical Center University, Rotterdam, the Netherlands
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Song X, Song W, Cui L, Duong TQ, Pandy R, Liu H, Zhou Q, Sun J, Liu Y, Li T. A Comprehensive Review of the Global Epidemiology, Clinical Management, Socio-Economic Impacts, and National Responses to Long COVID with Future Research Directions. Diagnostics (Basel) 2024; 14:1168. [PMID: 38893693 PMCID: PMC11171614 DOI: 10.3390/diagnostics14111168] [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: 04/24/2024] [Revised: 05/14/2024] [Accepted: 05/24/2024] [Indexed: 06/21/2024] Open
Abstract
Background: Long COVID, characterized by a persistent symptom spectrum following SARS-CoV-2 infection, poses significant health, social, and economic challenges. This review aims to consolidate knowledge on its epidemiology, clinical features, and underlying mechanisms to guide global responses; Methods: We conducted a literature review, analyzing peer-reviewed articles and reports to gather comprehensive data on long COVID's epidemiology, symptomatology, and management approaches; Results: Our analysis revealed a wide array of long COVID symptoms and risk factors, with notable demographic variability. The current understanding of its pathophysiology suggests a multifactorial origin yet remains partially understood. Emerging diagnostic criteria and potential therapeutic strategies were identified, highlighting advancements in long COVID management; Conclusions: This review highlights the multifaceted nature of long COVID, revealing a broad spectrum of symptoms, diverse risk factors, and the complex interplay of physiological mechanisms underpinning the condition. Long COVID symptoms and disorders will continue to weigh on healthcare systems in years to come. Addressing long COVID requires a holistic management strategy that integrates clinical care, social support, and policy initiatives. The findings underscore the need for increased international cooperation in research and health planning to address the complex challenges of long COVID. There is a call for continued refinement of diagnostic and treatment modalities, emphasizing a multidisciplinary approach to manage the ongoing and evolving impacts of the condition.
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Affiliation(s)
- Xiufang Song
- National Science Library, Chinese Academy of Sciences, Beijing 100190, China;
- Department of Information Resources Management, School of Economics and Management, University of Chinese Academy of Sciences, Beijing 100190, China
| | - Weiwei Song
- Jiangsu Taizhou People’s Hospital, Taizhou 225306, China;
- School of Integrative Medicine, Nanjing University of Traditional Chinese Medicine, Nanjing 210023, China
| | - Lizhen Cui
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China;
| | - Tim Q. Duong
- Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY 10461, USA;
| | - Rajiv Pandy
- Indian Council of Forestry Research & Education, Dehradun 248006, India;
| | - Hongdou Liu
- Centre for Planetary Health and Food Security, School of Environment and Science, Griffith University, Nathan, Brisbane, QLD 4111, Australia;
| | - Qun Zhou
- Department of Library, China Agricultural University (East Campus), 17 Qinghua East Road, Haidian District, Beijing 100193, China; (Q.Z.); (J.S.)
| | - Jiayao Sun
- Department of Library, China Agricultural University (East Campus), 17 Qinghua East Road, Haidian District, Beijing 100193, China; (Q.Z.); (J.S.)
| | - Yanli Liu
- National Science Library, Chinese Academy of Sciences, Beijing 100190, China;
- Department of Information Resources Management, School of Economics and Management, University of Chinese Academy of Sciences, Beijing 100190, China
| | - Tong Li
- School of Agriculture and Food Sustainability, The University of Queensland, St. Lucia, Brisbane, QLD 4072, Australia
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Omori T, Hanafusa M, Kondo N, Miyazaki Y, Okada S, Fujiwara T, Kuramochi J. Specific sequelae symptoms of COVID-19 of Omicron variant in comparison with non-COVID-19 patients: a retrospective cohort study in Japan. J Thorac Dis 2024; 16:3170-3180. [PMID: 38883639 PMCID: PMC11170421 DOI: 10.21037/jtd-23-1672] [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: 11/01/2023] [Accepted: 04/19/2024] [Indexed: 06/18/2024]
Abstract
Background The specific long-term sequela of coronavirus disease 2019 (COVID-19), also known as long COVID of the Omicron variant remain unclear, due to a lack of cohort studies that include non-COVID patients with cold-like symptoms. The study was conducted to examine specific sequelae symptoms after severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection, which is considered the Omicron variant, compared with patients who were never-infected. Methods In this retrospective cohort study, we sent questionnaires in November 2022, targeting those who visited our fever outpatient unit of a single institution from July to September 2022. SARS-CoV-2 infection status was determined by SARS-CoV-2 polymerase chain reaction (PCR) test results during the study period collected in electronic medical records. Clinical characteristics at 30 days or more since the date of SARS-CoV-2 PCR test were assessed by the questionnaires. Multiple logistic regression was performed to investigate the independent association between SARS-CoV-2 infection and possible sequelae symptoms. Results In total, valid responses were received from 4,779 patients (mean age: 41.4 years, standard deviation: 19.8 years old). Among them, 3,326 (69.6%) and 1,453 (30.4%) were SARS-CoV-2 PCR test positive and never-infected, respectively. We found that patients with SARS-CoV-2 infection were more likely to have a loss of taste or smell [odds ratio (OR) 4.55, 95% confidence interval (CI): 1.93, 10.71], hair loss (OR 3.19, 95% CI: 1.67, 6.09), neurocognitive symptoms (OR 1.95, 95% CI: 1.43, 2.65), and respiratory symptoms (OR 1.23, 95% CI: 1.03, 1.47) than never-infected patients. SARS-CoV-2 infection was not associated with common cold symptoms, chronic physical distress, or diarrhea as sequelae symptoms. Further, SARS-CoV-2 vaccination showed protective effects on sequelae of loss of taste or smell and hair loss. Conclusions Loss of taste or smell, hair loss, neurocognitive symptoms, and respiratory symptoms were found to be specific sequelae of the SARS-CoV-2 Omicron variant. It is important not to miss these symptoms that follow SARS-CoV-2 infection and to recognize and manage the long COVID.
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Affiliation(s)
- Takahiro Omori
- Department of Respiratory Medicine, Kuramochi Clinic Interpark, Utsunomiya City, Japan
| | - Mariko Hanafusa
- Department of Respiratory Medicine, Kuramochi Clinic Interpark, Utsunomiya City, Japan
- Department of Tokyo Metropolitan Health Policy Advisement, Tokyo Medical and Dental University, Tokyo, Japan
| | - Nobuyuki Kondo
- Department of Respiratory Medicine, Kuramochi Clinic Interpark, Utsunomiya City, Japan
- Department of Respiratory Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yasunari Miyazaki
- Department of Respiratory Medicine, Kuramochi Clinic Interpark, Utsunomiya City, Japan
- Department of Respiratory Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shusho Okada
- Department of Respiratory Medicine, Kuramochi Clinic Interpark, Utsunomiya City, Japan
- Department of Health Policy, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takeo Fujiwara
- Department of Respiratory Medicine, Kuramochi Clinic Interpark, Utsunomiya City, Japan
- Department of Public Health, Tokyo Medical and Dental University, Tokyo, Japan
| | - Jin Kuramochi
- Department of Respiratory Medicine, Kuramochi Clinic Interpark, Utsunomiya City, Japan
- Department of Respiratory Medicine, Tokyo Medical and Dental University, Tokyo, Japan
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Li Y, Lin J, Gao J, Tang L, Liu Y, Zhang Z. Efficacy and safety of hyperbaric oxygen therapy for long COVID: a protocol for systematic review and meta-analysis. BMJ Open 2024; 14:e083868. [PMID: 38806438 PMCID: PMC11138265 DOI: 10.1136/bmjopen-2024-083868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Accepted: 04/29/2024] [Indexed: 05/30/2024] Open
Abstract
INTRODUCTION There is still a lack of therapeutic options for long COVID. Several studies have shown the benefit of hyperbaric oxygen therapy (HBOT) on long COVID. However, the efficacy and safety of HBOT for long COVID remain unclear. Therefore, we will conduct this systematic review to assess the feasibility of HBOT as a primary or complemental therapy for long COVID. METHODS AND ANALYSIS Databases such as Web of Science, PubMed, Embase, Cochrane Database of Systematic Reviews, ClinicalTrials.gov, International Clinical Trials Registry Platform, Wanfang Database, China National Knowledge Infrastructure, SINOMED, VIP Database and the Chinese Clinical Trial Registry will be searched systematically from the establishment to 9 December 2023. All articles will be reviewed by two independent reviewers. Cochrane risk of bias tool will be used to assess the risk of bias in the study. We will evaluate heterogeneity using a visual inspection of the funnel plot. If an available number of studies are identified, we will perform a meta-analysis. ETHICS AND DISSEMINATION No ethical approval is required since this study is based on published articles. The findings will be published in a peer-reviewed journal or disseminated through conference presentations. PROSPERO REGISTRATION NUMBER CRD42023482523.
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Affiliation(s)
- Yuxin Li
- Guangzhou University of Chinese Medicine, Guangzhou, China
- Second Clinical School of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jingnan Lin
- Guangzhou University of Chinese Medicine, Guangzhou, China
- Second Clinical School of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jiazhu Gao
- Guangzhou University of Chinese Medicine, Guangzhou, China
- Second Clinical School of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Lijuan Tang
- Second Clinical School of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Emergency, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Yuntao Liu
- Department of Emergency, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Zhongde Zhang
- Department of Emergency, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
- Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
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Høeg TB, Ladhani S, Prasad V. Reliance on the highest-quality studies of Long Covid is appropriate and not evidence of bias. BMJ Evid Based Med 2024; 29:210-211. [PMID: 38071561 DOI: 10.1136/bmjebm-2023-112708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/01/2023] [Indexed: 12/22/2023]
Affiliation(s)
- Tracy Beth Høeg
- Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
- Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Shamez Ladhani
- Immunisation Department, Public Health England, London, UK
- Centre for Neonatal and Paediatric Infection, St George's University of London, London, UK
| | - Vinay Prasad
- Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
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Høeg TB, Ladhani S, Prasad V. How methodological pitfalls have created widespread misunderstanding about long COVID. BMJ Evid Based Med 2024; 29:142-146. [PMID: 37748921 PMCID: PMC11137465 DOI: 10.1136/bmjebm-2023-112338] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/09/2023] [Indexed: 09/27/2023]
Affiliation(s)
- Tracy Beth Høeg
- Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
- Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Shamez Ladhani
- Public Health England, London, UK
- St George's University of London, London, UK
| | - Vinay Prasad
- Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
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Liira H, Garner P, Malmivaara A, Kanerva M, Kvarnström K, Sainio M, Varonen M, Venäläinen M, Vuokko A, Arokoski J. Prognosis of patients with post-Covid-19 condition: Prospective cohort cluster analysis at one year. J Psychosom Res 2024; 182:111808. [PMID: 38781803 DOI: 10.1016/j.jpsychores.2024.111808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 05/15/2024] [Accepted: 05/19/2024] [Indexed: 05/25/2024]
Abstract
OBJECTIVE We aimed to identify clinically relevant clusters among patients with post-Covid-19 condition (PCC) and assess prognosis overall and within clusters. METHODS Prospective cohort study of patients with PCC attending a rehabilitation clinic. We monitored patient reported outcome measures (PROMs): EuroHIS quality of life and symptoms. Unsupervised hierarchical cluster analyses were performed to identify clusters of patients with different quantity of symptoms, and symptoms presenting together. Preliminary findings on symptom prevalence and quality of life at 12 months are reported. RESULTS Among 409 patients, 70.4% were women, with an average baseline of 20.3 (SD 6.8) symptoms. Three clusters emerged based on symptom quantity, labelled by the average number of symptoms at baseline: Cluster-11 (17% of all patients), Cluster-17 (35%), and Cluster-25 (48%). Multinomial logistic regression showed female sex, multiple comorbidities predicting more symptoms. Four symptom-based clusters were defined: fatigue and cognitive complaints; pain, trouble sleeping, palpitations and other symptoms; gastrointestinal symptoms; and emotion-related symptoms. Linear regression models showed that female sex, multiple comorbidities, anxiety, use of antidepressants, BMI and smoking were among the determinants of symptom clusters. In 12-month follow-up, symptom count decreased, and quality of life improved across all clusters, with 9% having good quality of life at baseline and 33% at 12 months. CONCLUSION Four patient clusters based on symptoms were identified in the PCC cohort. Prognosis was favorable across all clusters, with symptom reduction and improved quality of life observed. Female sex, comorbidities, BMI, and mental-health related variables predicted higher symptom burden, suggesting multifactorial origins of PCC.
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Affiliation(s)
- Helena Liira
- Clinic for Persistent Somatic Symptoms, Helsinki University Hospital, Helsinki, Finland.
| | - Paul Garner
- Clinic for Persistent Somatic Symptoms, Helsinki University Hospital, Helsinki, Finland
| | - Antti Malmivaara
- Clinic for Persistent Somatic Symptoms, Helsinki University Hospital, Helsinki, Finland
| | - Mari Kanerva
- Clinic for Persistent Somatic Symptoms, Helsinki University Hospital, Helsinki, Finland
| | - Kirsi Kvarnström
- Clinic for Persistent Somatic Symptoms, Helsinki University Hospital, Helsinki, Finland
| | - Markku Sainio
- Clinic for Persistent Somatic Symptoms, Helsinki University Hospital, Helsinki, Finland
| | - Mikko Varonen
- Clinic for Persistent Somatic Symptoms, Helsinki University Hospital, Helsinki, Finland
| | - Mikko Venäläinen
- Clinic for Persistent Somatic Symptoms, Helsinki University Hospital, Helsinki, Finland
| | - Aki Vuokko
- Clinic for Persistent Somatic Symptoms, Helsinki University Hospital, Helsinki, Finland
| | - Jari Arokoski
- Clinic for Persistent Somatic Symptoms, Helsinki University Hospital, Helsinki, Finland
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Zhang C, Cheng S, Chen H, Yang J, Chen Y. New findings on retinal microvascular changes in patients with primary COVID-19 infection: a longitudinal study. Front Immunol 2024; 15:1404785. [PMID: 38835770 PMCID: PMC11148381 DOI: 10.3389/fimmu.2024.1404785] [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: 03/21/2024] [Accepted: 05/07/2024] [Indexed: 06/06/2024] Open
Abstract
Purpose To investigate the longitudinal alterations of retinal microvasculature in patients with primary coronavirus disease 2019 (COVID-19) infection. Methods A cohort of participants, who had never been infected with COVID-19, was recruited between December 2022 and May 2023 at Peking Union Medical College Hospital in Beijing, China. Participants underwent comprehensive ophthalmologic examinations and fundus imaging, which included color fundus photography, autofluorescence photography, swept-source optical coherence tomography (SS-OCT) and SS-OCT angiography (SS-OCTA). If participants were infected with COVID-19 during the study, follow-ups with consistent imaging modality were conducted within one week and two months after recovery from the infection. Results 31 patients (61 eyes), with a mean age of 31.0 ± 7.2 years old, were eligible for this study. All participants contracted mild COVID-19 infection within one month of baseline data collection. The average period was 10.9 ± 2.0 days post-infection for the first follow-up and 61.0 ± 3.5 days for the second follow-up. No clinical retinal microvasculopathy features were observed during the follow-ups. However, SS-OCTA analysis showed a significant increase in macular vessel density (MVD) from 60.76 ± 2.88% at baseline to 61.59 ± 3.72%(p=0.015) at the first follow-up, which subsequently returned to the baseline level of 60.23 ± 3.33% (p=0.162) at the two-month follow-up. The foveal avascular zone (FAZ) remained stable during the follow-ups with areas of 0.339 ± 0.097mm2, 0.342 ± 0.093mm2, and 0.344 ± 0.098mm2 at the baseline, first follow-up (p=0.09) and second follow-up (p=0.052), respectively. Central macular thickness, cube volume and ganglion cell-inner plexiform layer showed a transient decrease at the first follow-up(p<0.001, p=0.039, p=0.002, respectively), and increased to baseline level at the two-month follow-up(p=0.401, p=0.368, p=0.438, respectively). Conclusion Mild COVID-19 infection may temporarily and reversibly impact retinal microvasculature, characterized by a transient increase in retinal blood flow during the early recovery phase, which returns to the pre-infection level two months post-infection.
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Affiliation(s)
- Chenxi Zhang
- Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Shiyu Cheng
- Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Huan Chen
- Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Jingyuan Yang
- Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Youxin Chen
- Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
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Han M, Chang T, Chun HR, Jo S, Jo Y, Yu DH, Yoo S, Cho SI. Symptoms and Conditions in Children and Adults up to 90 Days after SARS-CoV-2 Infection: A Retrospective Observational Study Utilizing the Common Data Model. J Clin Med 2024; 13:2911. [PMID: 38792452 PMCID: PMC11122571 DOI: 10.3390/jcm13102911] [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: 04/09/2024] [Revised: 04/28/2024] [Accepted: 05/13/2024] [Indexed: 05/26/2024] Open
Abstract
Background/Objectives: There have been widespread reports of persistent symptoms in both children and adults after SARS-CoV-2 infection, giving rise to debates on whether it should be regarded as a separate clinical entity from other postviral syndromes. This study aimed to characterize the clinical presentation of post-acute symptoms and conditions in the Korean pediatric and adult populations. Methods: A retrospective analysis was performed using a national, population-based database, which was encoded using the Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM). We compared individuals diagnosed with SARS-CoV-2 to those diagnosed with influenza, focusing on the risk of developing prespecified symptoms and conditions commonly associated with the post-acute sequelae of COVID-19. Results: Propensity score matching yielded 1,656 adult and 343 pediatric SARS-CoV-2 and influenza pairs. Ninety days after diagnosis, no symptoms were found to have elevated risk in either adults or children when compared with influenza controls. Conversely, at 1 day after diagnosis, adults with SARS-CoV-2 exhibited a significantly higher risk of developing abnormal liver function tests, cardiorespiratory symptoms, constipation, cough, thrombophlebitis/thromboembolism, and pneumonia. In contrast, children diagnosed with SARS-CoV-2 did not show an increased risk for any symptoms during either acute or post-acute phases. Conclusions: In the acute phase after infection, SARS-CoV-2 is associated with an elevated risk of certain symptoms in adults. The risk of developing post-acute COVID-19 sequelae is not significantly different from that of having postviral symptoms in children in both the acute and post-acute phases, and in adults in the post-acute phase. These observations warrant further validation through studies, including the severity of initial illness, vaccination status, and variant types.
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Affiliation(s)
- Minjung Han
- Graduate School of Public Health, Seoul National University, Seoul 08826, Republic of Korea; (M.H.); (T.C.); (H.-r.C.)
- Chaum Life Center, CHA University School of Medicine, Seoul 06062, Republic of Korea
| | - Taehee Chang
- Graduate School of Public Health, Seoul National University, Seoul 08826, Republic of Korea; (M.H.); (T.C.); (H.-r.C.)
| | - Hae-ryoung Chun
- Graduate School of Public Health, Seoul National University, Seoul 08826, Republic of Korea; (M.H.); (T.C.); (H.-r.C.)
| | - Suyoung Jo
- Institute of Health and Environment, Seoul National University, Seoul 08826, Republic of Korea;
| | - Yeongchang Jo
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul 03722, Republic of Korea;
| | - Dong Han Yu
- Big Data Department, Health Insurance Review and Assessment Service, Wonju 26465, Republic of Korea;
| | - Sooyoung Yoo
- Healthcare ICT Research Center, Seoul National University Bundang Hospital, Seongnam 13620, Republic of Korea;
| | - Sung-il Cho
- Graduate School of Public Health, Seoul National University, Seoul 08826, Republic of Korea; (M.H.); (T.C.); (H.-r.C.)
- Institute of Health and Environment, Seoul National University, Seoul 08826, Republic of Korea;
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Lo PC, Feng JY, Hsiao YH, Su KC, Chou KT, Chen YM, Ko HK, Perng DW. Long COVID symptoms after 8-month recovery: persistent static lung hyperinflation associated with small airway dysfunction. Respir Res 2024; 25:209. [PMID: 38750527 PMCID: PMC11097537 DOI: 10.1186/s12931-024-02830-1] [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: 02/21/2024] [Accepted: 04/30/2024] [Indexed: 05/18/2024] Open
Abstract
BACKGROUND Limited research has investigated the relationship between small airway dysfunction (SAD) and static lung hyperinflation (SLH) in patients with post-acute sequelae of COVID-19 (PASC) especially dyspnea and fatigue. METHODS 64 patients with PASC were enrolled between July 2020 and December 2022 in a prospective observational cohort. Pulmonary function tests, impulse oscillometry (IOS), and symptom questionnaires were performed two, five and eight months after acute infection. Multivariable logistic regression models were used to test the association between SLH and patient-reported outcomes. RESULTS SLH prevalence was 53.1% (34/64), irrespective of COVID-19 severity. IOS parameters and circulating CD4/CD8 T-cell ratio were significantly correlated with residual volume to total lung capacity ratio (RV/TLC). Serum CD8 + T cell count was negatively correlated with forced expiratory volume in the first second (FEV1) and forced vital capacity (FVC) with statistical significance. Of the patients who had SLH at baseline, 57% continued to have persistent SLH after eight months of recovery, with these patients tending to be older and having dyspnea and fatigue. Post-COVID dyspnea was significantly associated with SLH and IOS parameters R5-R20, and AX with adjusted odds ratios 12.4, 12.8 and 7.6 respectively. SLH was also significantly associated with fatigue. CONCLUSION SAD and a decreased serum CD4/CD8 ratio were associated with SLH in patients with PASC. SLH may persist after recovery from infection in a substantial proportion of patients. SAD and dysregulated T-cell immune response correlated with SLH may contribute to the development of dyspnea and fatigue in patients with PASC.
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Affiliation(s)
- Po-Chun Lo
- Department of Chest Medicine, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, Taipei 112, Taipei, 11217, Taiwan, ROC
- Department of Internal Medicine, Taoyuan General Hospital, Ministry of Health and Welfare, Taoyuan, Taiwan
| | - Jia-Yih Feng
- Department of Chest Medicine, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, Taipei 112, Taipei, 11217, Taiwan, ROC
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, 11221, Taiwan, ROC
- Institute of Emergency and Critical Care Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, 11221, Taiwan, ROC
| | - Yi-Han Hsiao
- Department of Chest Medicine, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, Taipei 112, Taipei, 11217, Taiwan, ROC
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, 11221, Taiwan, ROC
| | - Kang-Cheng Su
- Department of Chest Medicine, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, Taipei 112, Taipei, 11217, Taiwan, ROC
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, 11221, Taiwan, ROC
| | - Kun-Ta Chou
- Department of Chest Medicine, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, Taipei 112, Taipei, 11217, Taiwan, ROC
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, 11221, Taiwan, ROC
| | - Yuh-Min Chen
- Department of Chest Medicine, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, Taipei 112, Taipei, 11217, Taiwan, ROC
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, 11221, Taiwan, ROC
| | - Hsin-Kuo Ko
- Department of Chest Medicine, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, Taipei 112, Taipei, 11217, Taiwan, ROC.
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, 11221, Taiwan, ROC.
| | - Diahn-Warng Perng
- Department of Chest Medicine, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, Taipei 112, Taipei, 11217, Taiwan, ROC.
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, 11221, Taiwan, ROC.
- Institute of Emergency and Critical Care Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, 11221, Taiwan, ROC.
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Cha-Silva AS, Gavaghan MB, Bergroth T, Alexander-Parrish R, Yang J, Draica F, Patel J, Garner DA, Stanford RH, Meier G, McLaughlin JM, Nguyen JL. Effectiveness of Nirmatrelvir-Ritonavir for the Prevention of COVID-19-Related Hospitalization and Mortality: A Systematic Literature Review. Am J Ther 2024; 31:e246-e257. [PMID: 38691664 PMCID: PMC11060058 DOI: 10.1097/mjt.0000000000001744] [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] [Indexed: 05/03/2024]
Abstract
BACKGROUND Nirmatrelvir/ritonavir (NMV/r) is an oral antiviral drug used to treat mild-to-moderate coronavirus disease 2019 (COVID-19) in patients aged 12 years or older at high risk of progression to severe disease (eg, hospitalization and death). Despite being the preferred option for outpatient treatment in the majority of countries worldwide, NMV/r is currently underutilized in real-world clinical practice. AREAS OF UNCERTAINTY As numerous real-world studies have described patient outcomes following treatment with NMV/r, this systematic literature review provides a comprehensive summary of evidence on NMV/r effectiveness against hospitalization and mortality further organized by clinically meaningful categories, such as acute versus longer-term follow-up, age, underlying health conditions, and vaccination status, to help inform health care decision making. DATA SOURCES We searched Embase and PubMed (December 22, 2021-March 31, 2023) and congress abstracts (December 1, 2021-December 31, 2022) for reports describing NMV/r effectiveness. THERAPEUTIC ADVANCES In total, 18 real-world studies met final selection criteria. The evidence showed that NMV/r significantly reduced postinfection risk of all-cause and COVID-19-related hospitalization and mortality in both acute (≤30 days) (21%-92%) and longer-term (>30 days) (1%-61%) follow-up. The reduction in postinfection risk was higher when treatment was received within 5 days of symptom onset. Real-world effectiveness of NMV/r treatment was observed regardless of age, underlying high-risk conditions, and vaccination status. CONCLUSION The systematic literature review findings demonstrated the effectiveness of NMV/r against hospitalization and mortality during the Omicron period among individuals at high risk of progression to severe COVID-19 disease.
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Affiliation(s)
| | | | | | | | - Jingyan Yang
- Pfizer, New York, NY
- Institute for Social and Economic Research and Policy, Columbia University, New York, NY; and
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Li AY, Li WX, Li J. Emerging trends in management of long COVID with a focus on pulmonary rehabilitation: A review. THE CLINICAL RESPIRATORY JOURNAL 2024; 18:e13777. [PMID: 38775379 PMCID: PMC11110486 DOI: 10.1111/crj.13777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 03/10/2024] [Accepted: 05/01/2024] [Indexed: 05/25/2024]
Abstract
Long COVID, or post-acute sequelae of COVID-19 (PASC), represents a complex condition with persistent symptoms following SARS-Cov-2 infection. The symptoms include fatigue, dyspnoea, cognitive impairment, decreased quality of life in variable levels of severity. Potential mechanisms behind long COVID include vascular damage, immune dysregulation and viral persistence. Diagnosing long COVID involves medical evaluation by multidisciplinary team and assessment of persistent symptoms with scoring systems in development. Treatment strategies are symptom-focused, encompassing multidisciplinary care, rehabilitation and tailored exercise programmes. Pulmonary rehabilitation, an effective and critical component of long COVID management, has shown promise, particularly for patients with respiratory symptoms such as dyspnoea. These programmes, which combine exercise, breathing techniques, education and psychological support, improve symptoms, quality of life and overall recovery. Innovative technologies, such as telemedicine, wearable devices, telerehabilitation, are transforming long COVID management. Telemedicine facilitates consultations and interventions, eliminating healthcare access barriers. Wearable devices enable remote and continuous monitoring of patients during their rehabilitation activities. Telerehabilitation has proven to be safe and feasible and to have high potential for COVID-19 recovery. This review provides a concise overview of long COVID, encompassing its definition, prevalence, mechanisms, clinical manifestations, diagnosis and management approaches. It emphasizes the significance of multidisciplinary approach in diagnosis and treatment of long COVID, with focus on pulmonary rehabilitation and innovative technology advances to effectively address the management of long COVID.
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Affiliation(s)
- Allison Y. Li
- Department of MedicineUniversity of California San DiegoLa JollaCaliforniaUSA
- College of EngineeringUniversity of California Santa BarbaraSanta BarbaraCaliforniaUSA
| | - Willis X. Li
- Department of MedicineUniversity of California San DiegoLa JollaCaliforniaUSA
| | - Jinghong Li
- Department of MedicineUniversity of California San DiegoLa JollaCaliforniaUSA
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Bonfim LPF, Correa TR, Freire BCC, Pedroso TM, Pereira DN, Fernandes TB, Kopittke L, de Oliveira CRA, Teixeira AL, Marcolino MS. Post-COVID-19 cognitive symptoms in patients assisted by a teleassistance service: a retrospective cohort study. Front Public Health 2024; 12:1282067. [PMID: 38689777 PMCID: PMC11060150 DOI: 10.3389/fpubh.2024.1282067] [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: 08/25/2023] [Accepted: 03/04/2024] [Indexed: 05/02/2024] Open
Abstract
Introduction Four years after the onset of the COVID-19 pandemic, the frequency of long-term post-COVID-19 cognitive symptoms is a matter of concern given the impact it may have on the work and quality of life of affected people. Objective To evaluate the incidence of post-acute COVID-19 cognitive symptoms, as well as the associated risk factors. Methods Retrospective cohort, including outpatients with laboratory-confirmed COVID-19 and who were assisted by a public telehealth service provided by the Telehealth Network of Minas Gerais (TNMG), during the acute phase of the disease, between December/2020 and March/2022. Data were collected through a structured questionnaire, applied via phone calls, regarding the persistence of COVID-19 symptoms after 12 weeks of the disease. Cognitive symptoms were defined as any of the following: memory loss, problems concentrating, word finding difficulties, and difficulty thinking clearly. Results From 630 patients who responded to the questionnaire, 23.7% presented cognitive symptoms at 12 weeks after infection. These patients had a higher median age (33 [IQR 25-46] vs. 30 [IQR 24-42] years-old, p = 0.042) with a higher prevalence in the female sex (80.5% vs. 62.2%, p < 0.001) when compared to those who did not present cognitive symptoms, as well as a lower prevalence of smoking (8.7% vs. 16.2%, p = 0.024). Furthermore, patients with persistent cognitive symptoms were more likely to have been infected during the second wave of COVID-19 rather than the third (31.0% vs. 21.3%, p = 0.014). Patients who needed to seek in-person care during the acute phase of the disease were more likely to report post-acute cognitive symptoms (21.5% vs. 9.3%, p < 0,001). In multivariate logistic regression analysis, cognitive symptoms were associated with female sex (OR 2.24, CI 95% 1.41-3.57), fatigue (OR 2.33, CI 95% 1.19-4.56), depression (OR 5.37, CI 95% 2.19-13.15) and the need for seek in-person care during acute COVID-19 (OR 2.23, CI 95% 1.30-3.81). Conclusion In this retrospective cohort of patients with mostly mild COVID-19, cognitive symptoms were present in 23.7% of patients with COVID-19 at 12 weeks after infection. Female sex, fatigue, depression and the need to seek in-person care during acute COVID-19 were the risk factors independently associated with this condition.
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Affiliation(s)
- Lívia Paula Freire Bonfim
- Tropical Medicine and Infectious Disease Program, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Thais Rotsen Correa
- Statistics Department, Institute of Exact Sciences, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Bruno Cabaleiro Cortizo Freire
- Tropical Medicine and Infectious Disease Program, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Thais Marques Pedroso
- Tropical Medicine and Infectious Disease Program, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Daniella Nunes Pereira
- Tropical Medicine and Infectious Disease Program, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | - Luciane Kopittke
- Hospital Nossa Senhora da Conceição, Porto Alegre, Rio Grande do Sul, Brazil
| | - Clara Rodrigues Alves de Oliveira
- Tropical Medicine and Infectious Disease Program, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Antonio Lucio Teixeira
- Tropical Medicine and Infectious Disease Program, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Neuropsychiatry Program, Department of Psychiatry and Behavioral Sciences, UT Health Houston, Houston, TX, United States
| | - Milena Soriano Marcolino
- Tropical Medicine and Infectious Disease Program, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- National Institute for Health Technology Assessment (IATS), Porto Alegre, Rio Grande do Sul, Brazil
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Van Herck M, Pagen DME, van Bilsen CJA, Brinkhues S, Konings K, den Heijer CDJ, Mujakovic S, Ter Waarbeek HLG, Burtin C, Janssen DJA, Hoebe CJPA, Spruit MA, Dukers-Muijrers NHTM. Impact of post-COVID-19 condition on health status and activities of daily living: the PRIME post-COVID study. Thorax 2024; 79:457-464. [PMID: 38499346 DOI: 10.1136/thorax-2023-220504] [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: 05/23/2023] [Accepted: 01/28/2024] [Indexed: 03/20/2024]
Abstract
OBJECTIVE To assess health and activities of daily living (ADL) in SARS-CoV-2-positive adults with and without post-COVID-19 condition (PCC) and compare this with negative tested individuals. Furthermore, different PCC case definitions were compared with SARS-CoV-2-negative individuals. METHODS All adults tested PCR positive for SARS-CoV-2 at the Public Health Service South Limburg (Netherlands) between June 2020 and November 2021 (n=41 780) and matched PCR negative individuals (2:1, on age, sex, year-quarter test, municipality; n=19 875) were invited by email. Health (five-level EuroQol five-dimension (EQ5D) index and EuroQol visual analogue scale (EQVAS)) and ADL impairment were assessed. PCC classification was done using the WHO case definition and five other common definitions. RESULTS In total, 8409 individuals (6381 SARS-CoV-2 positive; 53±15 years; 57% female; 9 (7-11) months since test) were included. 39.4% of positives had PCC by the WHO case definition (EQVAS: 71±20; EQ5D index: 0.800±0.191; ADL impairment: 30 (10-70)%) and perceived worse health and more ADL impairment than negatives, that is, difference of -8.50 points (95% CI -9.71 to -7.29; p<0.001) for EQVAS, which decreased by 1.49 points (95% CI 0.86 to 2.12; p<0.001) in individuals with PCC for each comorbidity present, and differences of -0.065 points (95% CI -0.074 to -0.056; p<0.001) for EQ5D index, and +16.72% (95% CI 15.01 to 18.43; p<0.001) for ADL impairment. Health and ADL impairment were similar in negatives and positives without PCC. Replacing the WHO case definition with other PCC definitions yielded comparable results. CONCLUSIONS Individuals with PCC have substantially worse health and more ADL impairment than negative controls, irrespective of the case definition. Authorities should inform the public about the associated burden of PCC and enable adequate support.
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Affiliation(s)
- Maarten Van Herck
- Department of Research and Education, Ciro, Horn, The Netherlands
- Department of Respiratory Medicine, School of Nutrition and Translational Research in Metabolism (NUTRIM), Faculty of Health, Medicine, and Life Sciences, Maastricht University Medical Centre+, Maastricht, The Netherlands
- REVAL, Rehabilitation Research Center, BIOMED - Biomedical Research Institute, Faculty of Rehabilitation Sciences, Hasselt University, Diepenbeek, Belgium
| | - Demi M E Pagen
- Department of Sexual Health, Infectious Diseases, and Environmental Health, Living Lab Public Health, South Limburg Public Health Service, Heerlen, The Netherlands
- Department of Social Medicine, Faculty of Health, Medicine, and Life Sciences, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Céline J A van Bilsen
- Department of Sexual Health, Infectious Diseases, and Environmental Health, Living Lab Public Health, South Limburg Public Health Service, Heerlen, The Netherlands
- Department of Social Medicine, Faculty of Health, Medicine, and Life Sciences, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Stephanie Brinkhues
- Department of Knowledge & Innovation, South Limburg Public Health Service, Heerlen, The Netherlands
| | - Kevin Konings
- Department of Process & Information Management, Communication & Automation, South Limburg Public Health Service, Heerlen, The Netherlands
| | - Casper D J den Heijer
- Department of Sexual Health, Infectious Diseases, and Environmental Health, Living Lab Public Health, South Limburg Public Health Service, Heerlen, The Netherlands
- Department of Social Medicine, Faculty of Health, Medicine, and Life Sciences, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Suhreta Mujakovic
- Department of Sexual Health, Infectious Diseases, and Environmental Health, Living Lab Public Health, South Limburg Public Health Service, Heerlen, The Netherlands
| | - Henriëtte L G Ter Waarbeek
- Department of Sexual Health, Infectious Diseases, and Environmental Health, Living Lab Public Health, South Limburg Public Health Service, Heerlen, The Netherlands
| | - Chris Burtin
- REVAL, Rehabilitation Research Center, BIOMED - Biomedical Research Institute, Faculty of Rehabilitation Sciences, Hasselt University, Diepenbeek, Belgium
| | - Daisy J A Janssen
- Department of Research and Education, Ciro, Horn, The Netherlands
- Department of Health Services Research and Department of Family Medicine, Care and Public Health Research Institute, Faculty of Health, Medicine, and Life Sciences, Maastricht University, Maastricht, The Netherlands
| | - Christian J P A Hoebe
- Department of Sexual Health, Infectious Diseases, and Environmental Health, Living Lab Public Health, South Limburg Public Health Service, Heerlen, The Netherlands
- Department of Social Medicine, Faculty of Health, Medicine, and Life Sciences, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | - Martijn A Spruit
- Department of Research and Education, Ciro, Horn, The Netherlands
- Department of Respiratory Medicine, School of Nutrition and Translational Research in Metabolism (NUTRIM), Faculty of Health, Medicine, and Life Sciences, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Nicole H T M Dukers-Muijrers
- Department of Sexual Health, Infectious Diseases, and Environmental Health, Living Lab Public Health, South Limburg Public Health Service, Heerlen, The Netherlands
- Department of Health Promotion, Faculty of Health, Medicine, and Life Sciences, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
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Sinaga BYM, Siagian P, Sinaga JP, Samodra YL. Fatigue in healthcare workers with mild COVID-19 survivors in Indonesia. NARRA J 2024; 4:e656. [PMID: 38798861 PMCID: PMC11125418 DOI: 10.52225/narra.v4i1.656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 03/18/2024] [Indexed: 05/29/2024]
Abstract
Persistent symptoms after the coronavirus disease 2019 (COVID-19, known as post-COVID syndrome (PCS), presented an ongoing health burden among COVID-19 survivors, including health workers. The existence of fatigue in mild COVID-19 survivors has not been widely reported. The aim of this study was to present the symptoms of fatigue in healthcare workers who experienced mild COVID-19 and the factors associated with fatigue. A cross-sectional study was conducted at H. Adam Malik General Hospital in Medan, Indonesia, from September to December 2022, included doctors, nurses, ancillary workers, and medical support workers who experienced mild COVID-19. Fatigue was measured by a fatigue assessment scale (FAS). The assessed possible risk factors were gender, age, vaccination history, comorbid, presence of PCS, duration of PCS symptoms, and number of PCS symptoms. The Chi-squared or Fisher's exact tests were used to assess the association between the incidence of fatigue and risk factors. A total of 100 healthcare workers of mild COVID-19 survivors were included. Most of them were nurses (58%), women (81%), and aged 19-30 years old (36%). The majority had incomplete vaccination history (64%), experienced PCS (71%), no comorbidities (61%), and experienced <3 months of PCS symptoms (55%). Mild to moderate fatigue was found in 23% of healthcare workers and only 1% experienced severe fatigue. No significant association was found between gender, vaccination history, and comorbidities with the incidence of fatigue. However, a significant association was observed between age (p=0.021), the presence of PCS (p=0.041), and the number of PCS symptoms (p=0.047) with fatigue incidence. Furthermore, there were significant associations between symptoms of PCS (confusion (p=0.004), insomnia (p=0.001), myalgia (p=0.035), arthralgia (p=0.028), throat pain (p=0.042), headache (p=0.042), and chest pain (p=0.011)) with fatigue. These findings can contribute to providing the necessary support for mild COVID-19 survivors and persistent fatigue.
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Affiliation(s)
- Bintang YM. Sinaga
- Department of Pulmonology and Respiratory Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia
- Department of Pulmonology and Respiratory Medicine, H. Adam Malik General Hospital, Medan, Indonesia
| | - Parluhutan Siagian
- Department of Pulmonology and Respiratory Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia
- Department of Pulmonology and Respiratory Medicine, H. Adam Malik General Hospital, Medan, Indonesia
| | - Joshua P. Sinaga
- Department of Pulmonology and Respiratory Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia
- Department of Pulmonology and Respiratory Medicine, H. Adam Malik General Hospital, Medan, Indonesia
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Razzaghi H, Forrest CB, Hirabayashi K, Wu Q, Allen AJ, Rao S, Chen Y, Bunnell HT, Chrischilles EA, Cowell LG, Cummins MR, Hanauer DA, Higginbotham M, Horne BD, Horowitz CR, Jhaveri R, Kim S, Mishkin A, Muszynski JA, Naggie S, Pajor NM, Paranjape A, Schwenk HT, Sills MR, Tedla YG, Williams DA, Bailey LC. Vaccine Effectiveness Against Long COVID in Children. Pediatrics 2024; 153:e2023064446. [PMID: 38225804 PMCID: PMC10979300 DOI: 10.1542/peds.2023-064446] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/15/2023] [Indexed: 01/17/2024] Open
Abstract
OBJECTIVES Vaccination reduces the risk of acute coronavirus disease 2019 (COVID-19) in children, but it is less clear whether it protects against long COVID. We estimated vaccine effectiveness (VE) against long COVID in children aged 5 to 17 years. METHODS This retrospective cohort study used data from 17 health systems in the RECOVER PCORnet electronic health record program for visits after vaccine availability. We examined both probable (symptom-based) and diagnosed long COVID after vaccination. RESULTS The vaccination rate was 67% in the cohort of 1 037 936 children. The incidence of probable long COVID was 4.5% among patients with COVID-19, whereas diagnosed long COVID was 0.8%. Adjusted vaccine effectiveness within 12 months was 35.4% (95 CI 24.5-44.7) against probable long COVID and 41.7% (15.0-60.0) against diagnosed long COVID. VE was higher for adolescents (50.3% [36.6-61.0]) than children aged 5 to 11 (23.8% [4.9-39.0]). VE was higher at 6 months (61.4% [51.0-69.6]) but decreased to 10.6% (-26.8% to 37.0%) at 18-months. CONCLUSIONS This large retrospective study shows moderate protective effect of severe acute respiratory coronavirus 2 vaccination against long COVID. The effect is stronger in adolescents, who have higher risk of long COVID, and wanes over time. Understanding VE mechanism against long COVID requires more study, including electronic health record sources and prospective data.
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Affiliation(s)
- Hanieh Razzaghi
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Christopher B. Forrest
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Pediatrics
| | - Kathryn Hirabayashi
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Qiong Wu
- Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Andrea J. Allen
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado
| | - Yong Chen
- Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - H. Timothy Bunnell
- Biomedical Research Informatics Center, Nemours Children’s Health, Wilmington, Delaware
| | | | - Lindsay G. Cowell
- Peter O’Donnell Jr School of Public Health; Department of Immunology, School of Biomedical Sciences, University of Texas Southwestern Medical Center, Dallas, Texas
| | | | - David A. Hanauer
- Department of Learning Health Sciences, University of Michigan, Ann Arbor, Michigan
| | - Miranda Higginbotham
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Benjamin D. Horne
- Intermountain Heart Institute, Intermountain Health, Salt Lake City, Utah
| | - Carol R. Horowitz
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York City, New York
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
| | - Susan Kim
- Division of Rheumatology, Benioff Children’s Hospital, University of California, San Francisco, San Francisco, California
| | - Aaron Mishkin
- Section of Infectious Diseases, Temple University Lewis Katz School of Medicine, Philadelphia, Pennsylvania
| | - Jennifer A. Muszynski
- Division of Critical Care Medicine, Department of Pediatrics, Nationwide Children’s Hospital, Columbus, Ohio
| | - Susanna Naggie
- Division of Infectious Diseases, Duke University School of Medicine, Duke Clinical Research Institute, Durham, North Carolina
| | - Nathan M. Pajor
- Division of Pulmonary Medicine, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Anuradha Paranjape
- Section of Infectious Diseases, Temple University Lewis Katz School of Medicine, Philadelphia, Pennsylvania
| | - Hayden T. Schwenk
- Division of Pediatric Infectious Diseases, Stanford School of Medicine, Palo Alto, California
| | | | - Yacob G. Tedla
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - David A. Williams
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - L. Charles Bailey
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Pediatrics
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Yang H, Guan L, Yang T, Ma H, Liu X, Li X, Li J, Tong Z. Two- and 3-year outcomes in convalescent individuals with COVID-19: A prospective cohort study. J Med Virol 2024; 96:e29566. [PMID: 38572864 DOI: 10.1002/jmv.29566] [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: 01/08/2024] [Revised: 03/09/2024] [Accepted: 03/14/2024] [Indexed: 04/05/2024]
Abstract
As the long-term consequences of coronavirus disease 2019 (COVID-19) have not been defined, it is necessary to explore persistent symptoms, long-term respiratory impairment, and impact on quality of life over time in COVID-19 survivors. In this prospective cohort study, convalescent individuals diagnosed with COVID-19 were followed-up 2 and 3 years after discharge from hospital. Participants completed an in-person interview to assess persistent symptoms and underwent blood tests, pulmonary function tests, chest high-resolution computed tomography, and the 6-min walking test. There were 762 patients at the 2-year follow-up and 613 patients at the 3-year follow-up. The mean age was 60 years and 415 (54.5%) were men. At 3 years, 39.80% of the participants had at least one symptom; most frequently, fatigue, difficulty sleeping, joint pain, shortness of breath, muscle aches, and cough. The participants experienced different degrees of pulmonary function impairment, with decreased carbon monoxide diffusion capacity being the main feature; results remained relatively stable over the 2-3 years. Multiple logistic regression analysis demonstrated that female sex and smoking were independently associated with impaired diffusion capacity. A subgroup analysis based on disease severity was performed, indicating that there was no difference in other parameters of lung function except forced vital capacity at 3-year follow-up. Persistent radiographic abnormalities, most commonly fibrotic-like changes, were observed at both timepoints. At 3 years, patients had a significantly improved Mental Component Score compared with that at 2 years, with a lower percentage with anxiety. Our study indicated that symptoms and pulmonary abnormalities persisted in COVID-19 survivors at 3 years. Further studies are warranted to explore the long-term effects of COVID-19 and develop appropriate rehabilitation strategies.
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Affiliation(s)
- Huqin Yang
- Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Lujia Guan
- Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Tingyu Yang
- Department of Medical Research Center, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Haomiao Ma
- Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Xuefeng Liu
- Departments of Pathology, Urology, and Radiation Oncology, The Ohio State University, Columbus, Ohio, USA
| | - Xuyan Li
- Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Jieqiong Li
- Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
- Department of Medical Research Center, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Zhaohui Tong
- Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
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