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Perlini C, Marcanti M, Zonta MP, Mazzi MA, Mason A, Apollonio M, Calì D, Fasoli M, Brocco C, Nesto ST, Humphris G, Maccarrone G, Gentilotti E, Tacconelli E, Del Piccolo L. Socio-demographic and clinical predictors of post-acute, mid-and long-term psychological sequelae of COVID-19: a two-year cross-sectional investigation on 1317 patients at the University Hospital of Verona. Arch Public Health 2024; 82:198. [PMID: 39482728 PMCID: PMC11526637 DOI: 10.1186/s13690-024-01426-x] [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: 07/08/2024] [Accepted: 10/16/2024] [Indexed: 11/03/2024] Open
Abstract
BACKGROUND The present paper focuses on socio-demographics, clinical variables, and the distance from the infection in predicting the long-term psycho-social consequences of COVID-19. METHODS Patients were screened with a cross-sectional design at the Psychological Service of the University Hospital of Verona (Italy) at 3, 6, 12, and 18 months after their SARS-CoV-2 infection. The assessment was part of the Horizon 2020-funded ORCHESTRA Project and included the Hospital Anxiety and Depression Scale (HADS), the Short Form Health Survey 36 (SF-36), the Impact of Event Scale-Revised (IES-R), and ad-hoc questions measuring pre-post COVID-19 changes on psycho-social dimensions (sleep quality, nutrition, level of autonomy, work, social relationships, emotional wellbeing). RESULTS Between June 2021 and June 2023, we evaluated 1317 patients (mean age 56.6 ± 14.8 years; 48% male): 35% at three months, 40% at 6, 20% at 12, and 5% at 18 months after the infection. Thirty-five percent were hospitalized due to COVID-19. Overall, 16% reported some form of clinically significant mental distress following the infection (HADS-TOT), with 13% and 6%, respectively, experiencing anxiety (HADS-Anxiety) and depressive symptoms (HADS-Depression). Four percent testified post-traumatic symptoms. The SF-36 scale revealed that 16% and 17% of subjects had physical or psychological deterioration in quality of life, respectively. The regression analyses showed that females experienced higher levels of anxiety and depression compared to males, along with worse mental and physical quality of life and pre-post infection changes in nearly all the investigated psycho-social dimensions. Younger people felt more anxiety and had a reduced mental quality of life than their older counterparts, who, in turn, had poorer scores in terms of autonomy and physical functioning. Hospitalized patients had lower levels of self-sufficiency, social relationships, and work than non-hospitalized people. The latter were more anxious and reported a lower physical quality of life. Finally, patients evaluated for the first time at 12- and 18 months showed a more significant impairment in mental and physical quality of life than those assessed at three months. CONCLUSIONS Our data show that COVID-19 psychological sequelae tend to persist over time, still needing clinical attention and intervention planning, especially for females.
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Affiliation(s)
- C Perlini
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Clinical Psychology, University of Verona, Verona, Italy
| | - M Marcanti
- Unit of Clinical Psychology, University Hospital of Verona, Verona, Italy
| | - M Pattaro Zonta
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Clinical Psychology, University of Verona, Verona, Italy
| | - M A Mazzi
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Clinical Psychology, University of Verona, Verona, Italy
| | - A Mason
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Clinical Psychology, University of Verona, Verona, Italy
| | - M Apollonio
- Unit of Clinical Psychology, University Hospital of Verona, Verona, Italy
| | - D Calì
- Unit of Clinical Psychology, University Hospital of Verona, Verona, Italy
| | - M Fasoli
- Unit of Clinical Psychology, University Hospital of Verona, Verona, Italy
| | - C Brocco
- Unit of Clinical Psychology, University Hospital of Verona, Verona, Italy
| | - S T Nesto
- Unit of Clinical Psychology, University Hospital of Verona, Verona, Italy
| | - G Humphris
- School of Medicine, University of St Andrews, Scotland, UK
| | - G Maccarrone
- Infectious Disease, Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - E Gentilotti
- Infectious Disease, Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - E Tacconelli
- Infectious Disease, Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - L Del Piccolo
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Clinical Psychology, University of Verona, Verona, Italy.
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2
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Chuang MH, Hsu W, Tsai YW, Hsu WH, Wu JY, Liu TH, Huang PY, Lai CC. New-onset obstructive airway disease following COVID-19: a multicenter retrospective cohort study. BMC Med 2024; 22:360. [PMID: 39227934 PMCID: PMC11373398 DOI: 10.1186/s12916-024-03589-4] [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: 04/27/2024] [Accepted: 08/27/2024] [Indexed: 09/05/2024] Open
Abstract
BACKGROUND The study assessed the association between COVID-19 and new-onset obstructive airway diseases, including asthma, chronic obstructive pulmonary disease, and bronchiectasis among vaccinated individuals recovering from COVID-19 during the Omicron wave. METHODS This multicenter retrospective cohort study comprised 549,606 individuals from the U.S. Collaborative Network of TriNetX database, from January 8, 2022, to January 17, 2024. The hazard of new-onset obstructive airway diseases between COVID-19 and no-COVID-19 groups were compared following propensity score matching using the Kaplan-Meier method and Cox proportional hazards model. RESULTS After propensity score matching, each group contained 274,803 participants. Patients with COVID-19 exhibited a higher risk of developing new-onset asthma than that of individuals without COVID-19 (adjusted hazard ratio (aHR), 1.27; 95% CI, 1.22-1.33; p < 0.001). Stratified analyses by age, SARS-CoV-2 variant, vaccination status, and infection status consistently supported this association. Non-hospitalized individuals with COVID-19 demonstrated a higher risk of new-onset asthma (aHR, 1.27; 95% CI, 1.22-1.33; p < 0.001); however, no significant differences were observed in hospitalized and critically ill groups. The study also identified an increased risk of subsequent bronchiectasis following COVID-19 (aHR, 1.30; 95% CI, 1.13-1.50; p < 0.001). In contrast, there was no significant difference in the hazard of chronic obstructive pulmonary disease between the groups (aHR, 1.00; 95% CI, 0.95-1.06; p = 0.994). CONCLUSION This study offers convincing evidence of the association between COVID-19 and the subsequent onset of asthma and bronchiectasis. It underscores the need for a multidisciplinary approach to post-COVID-19 care, with a particular focus on respiratory health.
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Affiliation(s)
- Min-Hsiang Chuang
- Division of Nephrology, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Wei Hsu
- Division of Cardiology, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Ya-Wen Tsai
- Center for Integrative Medicine, Chi Mei Medical Center, Tainan, Taiwan
- Department of Medical Laboratory Sciences and Biotechnology, Fooyin University, Kaohsiung, Taiwan
| | - Wan-Hsuan Hsu
- Division of Cardiology, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Jheng-Yan Wu
- Department of Nutrition, Chi Mei Medical Center, Tainan, Taiwan
| | - Ting-Hui Liu
- Department of Psychiatry, Chi Mei Medical Center, Tainan, Taiwan
| | - Po-Yu Huang
- Division of Cardiology, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Chih-Cheng Lai
- Department of Intensive Care Medicine, Chi Mei Medical Center, Tainan, Taiwan.
- School of Medicine, College of Medicine, National Sun Yat-Sen University, Kaohsiung, Taiwan.
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3
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Dai Y, Wang Y, Yang XY, Wang QH, Hu BM, Wang M, Jiang J, Cheng LX, Zheng FY, Qin T, Zhang MY, Liu YH, Ma XY, Zeng L, Jiang JX, Cao G, Mao QX, Jones PW, He Y, Bin C, Li L. Health outcomes of COVID-19 patients from Wuhan, China 3-year after hospital discharge: a cohort study. BMJ Open 2024; 14:e084770. [PMID: 39153784 PMCID: PMC11331845 DOI: 10.1136/bmjopen-2024-084770] [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: 01/28/2024] [Accepted: 07/23/2024] [Indexed: 08/19/2024] Open
Abstract
OBJECTIVES To evaluate changes in health outcomes between years 2 and 3 after discharge following COVID-19 and to identify risk factors for poor health 3-year post-discharge. DESIGN This is a multicentre observational cohort study. SETTING This study was conducted in two centres from Wuhan, China. PARTICIPANTS Eligibility screening has been performed in 3988 discharged laboratory-confirmed adult COVID-19 patients. Exclusion criteria were refusal to participate, inability to contact and death before follow-up. The WHO COVID-19 guidelines on defining disease severity were adopted. RESULTS 1594 patients participated in the 1-year, 2-year and 3-year follow-ups, including 796 (49.9%) male patients, and 422 (26.5%) patients were classified in the severe disease group. 3 years after discharge, 182 (11.4%) patients still complained of at least one symptom. The most common symptoms were fatigue, myalgia, chest tightness, cough, anxiety, shortness of breath and expectoration. Fatigue or myalgia, the most common symptom cluster, frequently coexisted with chest symptoms and anxiety. Symptom persistence between years 2 and 3 was reported in 70 patients (4.4%) for which intensive care unit (ICU) admission was a risk factor (p=0.038). Of the 1586 patients who completed the chronic obstructive pulmonary disease assessment test (CAT), 97 (6.1%) scored ≥10, with older age being associated with CAT ≥10 (p=0.007). CONCLUSIONS Between years 2 and 3 after SARS-CoV-2 infection, most patients returned to an asymptomatic state, and only a few were still symptomatic. ICU admission was a risk factor for symptom persistence.
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Affiliation(s)
- Yang Dai
- Department of Anesthesiology, Daping Hospital, Army Medical University, Chongqing, People's Republic of China
- Department of Respiratory Medicine, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
| | - Yan Wang
- Department of Respiratory Medicine, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
| | - Xin Yue Yang
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, China, People's Republic of China
| | - Qing Hua Wang
- Department of Neurology and Centre for Clinical Neuroscience, Daping Hospital, Army Medical University, Chongqing, People's Republic of China
| | - Bao Man Hu
- Department of Respiratory Medicine, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
| | - Man Wang
- Department of Respiratory Medicine, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
| | - Ji Jiang
- Department of Respiratory Medicine, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
| | - Li Xia Cheng
- Department of Medical and Research Management, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
- Wuhan Taikang Tongji Hospital, Wuhan, People's Republic of China
| | - Fu Yuan Zheng
- Department of Respiratory Medicine, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
| | - Ting Qin
- Department of Respiratory Medicine, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
| | - Ming Yang Zhang
- Department of Respiratory Medicine, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
| | - Yu Hui Liu
- Department of Neurology and Centre for Clinical Neuroscience, Daping Hospital, Army Medical University, Chongqing, People's Republic of China
- Wuhan Huoshenshan Hospital, Wuhan, People's Republic of China
| | - Xiang Yu Ma
- Department of Epidemiology, College of Preventive Medicine, Army Medical University, Chongqing, People's Republic of China
| | - Ling Zeng
- Department of Trauma Medical Center, Daping Hospital, State Key Laboratory of Trauma, Burns, and Combined Injury, Army Medical University, Chongqing, People's Republic of China
| | - Jian Xin Jiang
- Department of Trauma Medical Center, Daping Hospital, State Key Laboratory of Trauma, Burns, and Combined Injury, Army Medical University, Chongqing, People's Republic of China
| | - Guoqiang Cao
- Department of Respiratory Medicine, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
| | - Qing Xiang Mao
- Department of Anesthesiology, Daping Hospital, Army Medical University, Chongqing, People's Republic of China
| | | | - Yong He
- Department of Respiratory Medicine, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
| | - Cao Bin
- China-Japan Friendship Hospital, Chaoyang, Beijing, People's Republic of China
| | - Li Li
- Department of Respiratory Medicine, Daping Hospital,Army Medical University, Chongqing, People's Republic of China
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4
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Goldenberg DL. How to understand the overlap of long COVID, chronic fatigue syndrome/myalgic encephalomyelitis, fibromyalgia and irritable bowel syndromes. Semin Arthritis Rheum 2024; 67:152455. [PMID: 38761526 DOI: 10.1016/j.semarthrit.2024.152455] [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: 02/19/2024] [Revised: 04/03/2024] [Accepted: 04/18/2024] [Indexed: 05/20/2024]
Abstract
Long COVID should be limited to patients with multiple, persistent symptoms not related to well-defined organ damage. Once redefined, a focused review of long COVID demonstrates striking similarity to chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME), fibromyalgia (FM) and irritable bowel syndrome (IBS). Research in long COVID has revealed similar findings to those noted in CFS/ME and FM, characterized by central nervous system organ dysfunction. Long COVID, like CFS/ME, FM and IBS, is best understood as a bidirectional mind-body, neuroimmune illness.
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Affiliation(s)
- Don L Goldenberg
- Emeritus Professor of Medicine, Tufts University School of Medicine, United States; Adjunct Faculty, Departments of Medicine and Nursing, Oregon Health Sciences University, United States.
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5
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Gutzeit J, Weiß M, Nürnberger C, Lemhöfer C, Appel KS, Pracht E, Reese JP, Lehmann C, Polidori MC, Hein G, Deckert J. Definitions and symptoms of the post-COVID syndrome: an updated systematic umbrella review. Eur Arch Psychiatry Clin Neurosci 2024:10.1007/s00406-024-01868-y. [PMID: 39052056 DOI: 10.1007/s00406-024-01868-y] [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: 03/22/2024] [Accepted: 07/15/2024] [Indexed: 07/27/2024]
Abstract
Post-COVID syndrome (PCS) describes a persistent complex of symptoms following a COVID-19 episode, lasting at least 4 to 12 weeks, depending on the specific criteria used for its definition. It is often associated with moderate to severe impairments of daily life and represents a major burden for many people worldwide. However, especially during the first two years of the COVID-19 pandemic, therapeutic and diagnostic uncertainties were prominent due to the novelty of the disease and non-specific definitions that overlooked functional deficits and lacked objective assessment. The present work comprehensively examines the status of PCS definitions as depicted in recent reviews and meta-analyses, alongside exploring associated symptoms and functional impairments. We searched the database Pubmed for reviews and meta-analysis evaluating PCS in the period between May 31, 2022, to December 31, 2023. Out of 95 studies, 33 were selected for inclusion in our analyses. Furthermore, we extended upon prior research by systematically recording the symptoms linked with PCS as identified in the studies. We found that fatigue, neurological complaints, and exercise intolerance were the most frequently reported symptoms. In conclusion, over the past eighteen months, there has been a notable increase in quantity and quality of research studies on PCS. However, there still remains a clear need for improvement, particularly with regard to the definition of the symptoms necessary for diagnosing this syndrome. Enhancing this aspect will render future research more comparable and precise, thereby advancing and understanding PCS.
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Affiliation(s)
- Julian Gutzeit
- Center of Mental Health, Department of Psychiatry, Psychosomatic and Psychotherapy, University Hospital Würzburg, Margarete-Höppel-Platz 1, 97080, Würzburg, Germany.
- Department of Psychology III - Psychological Methods, Cognition, and Applied Research, Julius-Maximilians-Universität Würzburg, Röntgenring 11, 97070, Würzburg, Germany.
| | - M Weiß
- Center of Mental Health, Department of Psychiatry, Psychosomatic and Psychotherapy, University Hospital Würzburg, Margarete-Höppel-Platz 1, 97080, Würzburg, Germany
- Department of Psychology I - Biological Psychology, Clinical Psychology and Psychotherapy, Julius-Maximilians-Universität Würzburg, Marcusstraße 11, 97070, Würzburg, Germany
| | - C Nürnberger
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Josef-Schneider-Straße 2, 97080, Würzburg, Germany
| | - C Lemhöfer
- Institute for Physical and Rehabilitative Medicine, University Hospital Jena, Jena, Germany
| | - K S Appel
- Center for Internal Medicine, Medical Department 2 (Hematology/Oncology and Infectious Diseases), Goethe University Frankfurt, University Hospital, Frankfurt, Germany
- Faculty of Medicine and University Hospital Cologne, Department I for Internal Medicine, University of Cologne, Cologne, Germany
| | - E Pracht
- Faculty of Medicine and University Hospital Cologne, Department I for Internal Medicine, University of Cologne, Cologne, Germany
| | - J-P Reese
- Institute of Clinical Epidemiology and Biometry, University of Würzburg, Josef-Schneider-Straße 2, 97080, Würzburg, Germany
| | - C Lehmann
- Faculty of Medicine and University Hospital Cologne, Department I for Internal Medicine, University of Cologne, Cologne, Germany
- German Center for Infection Research, Partner site Bonn-Cologne, Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, Germany
| | - M C Polidori
- Aging Clinical Research, Department II of Internal Medicine, Center for Molecular Medicine Cologne, Faculty of Medicine, University Hospital Cologne, University of Cologne, Herderstraße 52, 50931, Cologne, Germany
- Cologne Excellence Cluster on Cellular Stress- Responses in Aging- Associated Diseases (CECAD), Faculty of Medicine, University of Cologne, University Hospital Cologne, Cologne, Germany
| | - G Hein
- Center of Mental Health, Department of Psychiatry, Psychosomatic and Psychotherapy, University Hospital Würzburg, Margarete-Höppel-Platz 1, 97080, Würzburg, Germany
| | - J Deckert
- Center of Mental Health, Department of Psychiatry, Psychosomatic and Psychotherapy, University Hospital Würzburg, Margarete-Höppel-Platz 1, 97080, Würzburg, Germany
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6
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Comellas AP, Fain SB. Lung MRI identifies potentially treatable subtypes of long COVID. Eur Respir J 2024; 63:2400381. [PMID: 38548274 DOI: 10.1183/13993003.00381-2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 02/23/2024] [Indexed: 04/02/2024]
Affiliation(s)
- Alejandro P Comellas
- Department of Internal Medicine, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Sean B Fain
- Department of Radiology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
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Leung JM, Wu MJ, Kheradpour P, Chen C, Drake KA, Tong G, Ridaura VK, Zisser HC, Conrad WA, Hudson N, Allen J, Welberry C, Parsy-Kowalska C, Macdonald I, Tapson VF, Moy JN, deFilippi CR, Rosas IO, Basit M, Krishnan JA, Parthasarathy S, Prabhakar BS, Salvatore M, Kim CC. Early immune factors associated with the development of post-acute sequelae of SARS-CoV-2 infection in hospitalized and non-hospitalized individuals. Front Immunol 2024; 15:1348041. [PMID: 38318183 PMCID: PMC10838987 DOI: 10.3389/fimmu.2024.1348041] [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: 12/01/2023] [Accepted: 01/02/2024] [Indexed: 02/07/2024] Open
Abstract
Background Infection by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) can lead to post-acute sequelae of SARS-CoV-2 (PASC) that can persist for weeks to years following initial viral infection. Clinical manifestations of PASC are heterogeneous and often involve multiple organs. While many hypotheses have been made on the mechanisms of PASC and its associated symptoms, the acute biological drivers of PASC are still unknown. Methods We enrolled 494 patients with COVID-19 at their initial presentation to a hospital or clinic and followed them longitudinally to determine their development of PASC. From 341 patients, we conducted multi-omic profiling on peripheral blood samples collected shortly after study enrollment to investigate early immune signatures associated with the development of PASC. Results During the first week of COVID-19, we observed a large number of differences in the immune profile of individuals who were hospitalized for COVID-19 compared to those individuals with COVID-19 who were not hospitalized. Differences between individuals who did or did not later develop PASC were, in comparison, more limited, but included significant differences in autoantibodies and in epigenetic and transcriptional signatures in double-negative 1 B cells, in particular. Conclusions We found that early immune indicators of incident PASC were nuanced, with significant molecular signals manifesting predominantly in double-negative B cells, compared with the robust differences associated with hospitalization during acute COVID-19. The emerging acute differences in B cell phenotypes, especially in double-negative 1 B cells, in PASC patients highlight a potentially important role of these cells in the development of PASC.
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Affiliation(s)
| | - Michelle J. Wu
- Verily Life Sciences, South San Francisco, CA, United States
| | | | - Chen Chen
- Verily Life Sciences, South San Francisco, CA, United States
| | | | - Gary Tong
- Verily Life Sciences, South San Francisco, CA, United States
| | | | | | - William A. Conrad
- Providence Little Company of Mary Medical Center Torrance, Torrance, CA, United States
| | | | - Jared Allen
- Oncimmune Limited, Nottingham, United Kingdom
| | | | | | | | - Victor F. Tapson
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - James N. Moy
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL, United States
| | | | - Ivan O. Rosas
- Department of Medicine, Baylor College of Medicine, Houston, TX, United States
| | - Mujeeb Basit
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Jerry A. Krishnan
- Breathe Chicago Center, University of Illinois Chicago, Chicago, IL, United States
| | - Sairam Parthasarathy
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, University of Arizona, Tucson, AZ, United States
| | - Bellur S. Prabhakar
- Department of Microbiology and Immunology, University of Illinois - College of Medicine, Chicago, IL, United States
| | - Mirella Salvatore
- Department of Medicine and Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States
| | - Charles C. Kim
- Verily Life Sciences, South San Francisco, CA, United States
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8
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Kantele A, Paajanen J, Pietilä JP, Vapalahti O, Pakkanen SH, Lääveri T. Long COVID-associated symptoms prevalent in both SARS-CoV-2 positive and negative individuals: A prospective follow-up study. New Microbes New Infect 2024; 56:101209. [PMID: 38174103 PMCID: PMC10761764 DOI: 10.1016/j.nmni.2023.101209] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Revised: 12/03/2023] [Accepted: 12/03/2023] [Indexed: 01/05/2024] Open
Abstract
Background Research into persistent symptoms among SARS-CoV-2-positive i.e. CoV(+) patients mostly focuses on hospitalized individuals. Our prospective follow-up study compares long COVID-associated symptoms among laboratory-confirmed CoV(+) and SARS-CoV-2 negative [CoV(-)] individuals. Methods SARS-CoV-2 RT-PCR-tested volunteers were recruited into four cohorts: 1) CoV(+) outpatients, 2) CoV(-) outpatients, 3) CoV(+) intensive care unit (ICU) inpatients, and 4) CoV(+) non-ICU inpatients. Neutralizing antibodies were assessed and questionnaires filled in at enrolment and days 90-120, 121-180, 181-270, 271-365, and 365-533. Results Of the 1326 participants, 1191 were CoV(+): 46 ICU, 123 non-ICU, and 1022 outpatients; 135 were CoV(-) outpatient controls. Both CoV(+) outpatients and CoV(-) controls showed high overall symptom rates at all time points. More prevalent among CoV(+) than CoV(-) outpatients were only impaired olfaction and taste; many others proved more frequent for CoV(-) participants. At ≥181 days, fatigue, dyspnoea, various neuropsychological symptoms and several others were recorded more often for CoV(+) inpatients than outpatients. Conclusions Long COVID-associated symptoms were more frequent among hospitalized than non-hospitalized CoV(+) participants. As for outpatients, only impaired olfaction and taste showed higher rates in the CoV(+) group; some symptoms proved even more common among those CoV(-). Besides suggesting low long COVID prevalences for outpatients, our results highlight the weight of negative controls.
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Affiliation(s)
- Anu Kantele
- Meilahti Infectious Diseases and Vaccine Research Center, MeiVac, Biomedicum 1, Haartmaninkatu 8, Helsinki University Hospital and University of Helsinki, 00290, Helsinki, Finland
- Department of Infectious Diseases, Helsinki University Hospital, Helsinki, Finland
- Human Microbiome Research Program, Faculty of Medicine, Haartmaninkatu 4, 00014, University of Helsinki, Helsinki, Finland
| | - Juuso Paajanen
- Department of Pulmonary Medicine, Heart and Lung Center, Helsinki University Hospital and University of Helsinki, Finland
| | - Jukka-Pekka Pietilä
- Meilahti Infectious Diseases and Vaccine Research Center, MeiVac, Biomedicum 1, Haartmaninkatu 8, Helsinki University Hospital and University of Helsinki, 00290, Helsinki, Finland
- Human Microbiome Research Program, Faculty of Medicine, Haartmaninkatu 4, 00014, University of Helsinki, Helsinki, Finland
| | - Olli Vapalahti
- Viral Zoonoses Research Unit, Departments of Virology and Veterinary Biosciences, Faculties of Medicine and Veterinary Medicine, 00014, University of Helsinki, Helsinki, Finland
- Helsinki University Hospital Diagnostic Center, HUSLAB, Clinical Microbiology, Topeliuksenkatu 32, 00290, Helsinki, Finland
| | - Sari H. Pakkanen
- Meilahti Infectious Diseases and Vaccine Research Center, MeiVac, Biomedicum 1, Haartmaninkatu 8, Helsinki University Hospital and University of Helsinki, 00290, Helsinki, Finland
- Human Microbiome Research Program, Faculty of Medicine, Haartmaninkatu 4, 00014, University of Helsinki, Helsinki, Finland
| | - Tinja Lääveri
- Meilahti Infectious Diseases and Vaccine Research Center, MeiVac, Biomedicum 1, Haartmaninkatu 8, Helsinki University Hospital and University of Helsinki, 00290, Helsinki, Finland
- Department of Infectious Diseases, Helsinki University Hospital, Helsinki, Finland
- Human Microbiome Research Program, Faculty of Medicine, Haartmaninkatu 4, 00014, University of Helsinki, Helsinki, Finland
- Helsinki University Hospital Diagnostic Center, HUSLAB, Clinical Microbiology, Topeliuksenkatu 32, 00290, Helsinki, Finland
- Department of Computer Science, Aalto University, PO Box 15400, FI-00076, AALTO, Finland
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9
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Gupta V, Kariotis S, Rajab MD, Errington N, Alhathli E, Jammeh E, Brook M, Meardon N, Collini P, Cole J, Wild JM, Hershman S, Javed A, Thompson AAR, de Silva T, Ashley EA, Wang D, Lawrie A. Unsupervised machine learning to investigate trajectory patterns of COVID-19 symptoms and physical activity measured via the MyHeart Counts App and smart devices. NPJ Digit Med 2023; 6:239. [PMID: 38135699 PMCID: PMC10746711 DOI: 10.1038/s41746-023-00974-w] [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: 02/02/2023] [Accepted: 11/30/2023] [Indexed: 12/24/2023] Open
Abstract
Previous studies have associated COVID-19 symptoms severity with levels of physical activity. We therefore investigated longitudinal trajectories of COVID-19 symptoms in a cohort of healthcare workers (HCWs) with non-hospitalised COVID-19 and their real-world physical activity. 121 HCWs with a history of COVID-19 infection who had symptoms monitored through at least two research clinic visits, and via smartphone were examined. HCWs with a compatible smartphone were provided with an Apple Watch Series 4 and were asked to install the MyHeart Counts Study App to collect COVID-19 symptom data and multiple physical activity parameters. Unsupervised classification analysis of symptoms identified two trajectory patterns of long and short symptom duration. The prevalence for longitudinal persistence of any COVID-19 symptom was 36% with fatigue and loss of smell being the two most prevalent individual symptom trajectories (24.8% and 21.5%, respectively). 8 physical activity features obtained via the MyHeart Counts App identified two groups of trajectories for high and low activity. Of these 8 parameters only 'distance moved walking or running' was associated with COVID-19 symptom trajectories. We report a high prevalence of long-term symptoms of COVID-19 in a non-hospitalised cohort of HCWs, a method to identify physical activity trends, and investigate their association. These data highlight the importance of tracking symptoms from onset to recovery even in non-hospitalised COVID-19 individuals. The increasing ease in collecting real-world physical activity data non-invasively from wearable devices provides opportunity to investigate the association of physical activity to symptoms of COVID-19 and other cardio-respiratory diseases.
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Affiliation(s)
- Varsha Gupta
- Singapore Institute for Clinical Sciences, Agency for Science Technology and Research (A*STAR), Singapore, Republic of Singapore
- Bioinformatics Institute, Agency for Science Technology and Research (A*STAR), Singapore, Republic of Singapore
| | - Sokratis Kariotis
- Singapore Institute for Clinical Sciences, Agency for Science Technology and Research (A*STAR), Singapore, Republic of Singapore
- Department of Neuroscience, University of Sheffield, Sheffield, UK
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Mohammed D Rajab
- Department of Computer Science, University of Sheffield, Sheffield, UK
| | - Niamh Errington
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Elham Alhathli
- Department of Neuroscience, University of Sheffield, Sheffield, UK
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
- Department of Nursing, Faculty of Applied Medical Sciences, Taif University, Taif, Saudi Arabia
| | - Emmanuel Jammeh
- Department of Neuroscience, University of Sheffield, Sheffield, UK
| | - Martin Brook
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
- Insigneo Institute for in-silico Medicine, University of Sheffield, Sheffield, UK
| | - Naomi Meardon
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Paul Collini
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Joby Cole
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Jim M Wild
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
- Insigneo Institute for in-silico Medicine, University of Sheffield, Sheffield, UK
| | - Steven Hershman
- Department of Cardiovascular Medicine, Stanford University, Stanford, CA, USA
| | - Ali Javed
- Department of Cardiovascular Medicine, Stanford University, Stanford, CA, USA
| | - A A Roger Thompson
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Thushan de Silva
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Euan A Ashley
- Department of Cardiovascular Medicine, Stanford University, Stanford, CA, USA
| | - Dennis Wang
- Singapore Institute for Clinical Sciences, Agency for Science Technology and Research (A*STAR), Singapore, Republic of Singapore
- Bioinformatics Institute, Agency for Science Technology and Research (A*STAR), Singapore, Republic of Singapore
- Department of Computer Science, University of Sheffield, Sheffield, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Allan Lawrie
- National Heart and Lung Institute, Imperial College London, London, UK.
- Insigneo Institute for in-silico Medicine, University of Sheffield, Sheffield, UK.
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De Lorenzo R, Di Filippo L, Scelfo S, Merolla A, Giustina A, Conte C, Rovere-Querini P. Longitudinal Changes in Physical Function and Their Impact on Health Outcomes in COVID-19 Patients. Nutrients 2023; 15:4474. [PMID: 37892549 PMCID: PMC10610243 DOI: 10.3390/nu15204474] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 10/18/2023] [Accepted: 10/20/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND Coronavirus disease (COVID-19) is correlated with a variety of long-term sequelae that affect different aspects of health, including physical function. This study investigated the longitudinal changes in handgrip strength (HGS) over six months post-hospital discharge in COVID-19 patients and explores the associations between HGS, health-related quality of life, dyspnoea, exercise capacity, and body mass index (BMI). METHODS Adult COVID-19 patients were followed up at one, three, and six months after hospital discharge. HGS, BMI, exercise capacity, and health-related quality of life were assessed. Data from patients with HGS measurements at all three time points were analysed. RESULTS Low HGS was prevalent one month post-discharge (35%). Participants with low HGS exhibited more severe disease (30.5% vs. 5.9% were admitted to the intensive care unit, p < 0.01), longer hospital stays (median [IQR] 21 [10.0; 40.5] vs. 12.0 [8.0; 20.0] days, p < 0.01), greater weight loss (-5.7 [-9.1; -0.6] vs. -3.2 [-5.7; -0.0] kg, p = 0.004), and reduced exercise capacity (6 min walking test [6 MWT], 95.7 [84.0; 102.0] vs. 100.0 [92.9; 105.0]% predicted, p = 0.007). Those with persistently low HGS (40% of the initial low HGS group) had worse exercise capacity (6-MWT 93.3 [78.3; 101.0] vs. 101.0 [95.0; 107.0]% predicted, p < 0.001), more dyspnoea (29.0% vs. 2.0% of participants, p < 0.001), poorer quality of life (visual analogue scale score, 75 [50; 75] vs. 85 [75; 95], p < 0.001), and higher rates of problems in various health dimensions. HGS at 1 month was the only significant predictor of HGS improvement from 1 month to 6 months (odds ratio [95% CI] 1.11 [1.03; 1.20], p = 0.008). CONCLUSIONS This study highlights the prevalence of reduced physical function among COVID-19 survivors and emphasises the importance of early identification and intervention to optimise their long-term health. Monitoring HGS, a simple and reliable tool, can provide valuable insights into patients' overall physical function, aiding in tailored care and improved outcomes.
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Affiliation(s)
- Rebecca De Lorenzo
- School of Medicine and Surgery, Vita-Salute San Raffaele University, 20132 Milan, Italy; (R.D.L.); (L.D.F.); (A.M.); (A.G.); (P.R.-Q.)
| | - Luigi Di Filippo
- School of Medicine and Surgery, Vita-Salute San Raffaele University, 20132 Milan, Italy; (R.D.L.); (L.D.F.); (A.M.); (A.G.); (P.R.-Q.)
- Institute of Endocrine and Metabolic Sciences, Vita-Salute San Raffaele University, IRCCS Hospital, 20132 Milan, Italy
| | - Sabrina Scelfo
- Division of Immunology, Transplantation, and Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy;
| | - Aurora Merolla
- School of Medicine and Surgery, Vita-Salute San Raffaele University, 20132 Milan, Italy; (R.D.L.); (L.D.F.); (A.M.); (A.G.); (P.R.-Q.)
| | - Andrea Giustina
- School of Medicine and Surgery, Vita-Salute San Raffaele University, 20132 Milan, Italy; (R.D.L.); (L.D.F.); (A.M.); (A.G.); (P.R.-Q.)
- Institute of Endocrine and Metabolic Sciences, Vita-Salute San Raffaele University, IRCCS Hospital, 20132 Milan, Italy
| | - Caterina Conte
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Roma Open University, 00166 Rome, Italy
- Department of Endocrinology, Nutrition and Metabolic Diseases, IRCCS MultiMedica, 20099 Milan, Italy
| | - Patrizia Rovere-Querini
- School of Medicine and Surgery, Vita-Salute San Raffaele University, 20132 Milan, Italy; (R.D.L.); (L.D.F.); (A.M.); (A.G.); (P.R.-Q.)
- Innate Immunity and Tissue Remodeling Unit, Division of Immunology, Transplantation, and Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
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