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Andronescu LR, Richard SA, Scher AI, Lindholm DA, Mende K, Ganesan A, Huprikar N, Lalani T, Smith A, Mody RM, Jones MU, Bazan SE, Colombo RE, Colombo CJ, Ewers E, Larson DT, Maves RC, Berjohn CM, Maldonado CJ, English C, Sanchez Edwards M, Rozman JS, Rusiecki J, Byrne C, Simons MP, Tribble D, Burgess TH, Pollett SD, Agan BK. SARS-CoV-2 infection is associated with self-reported post-acute neuropsychological symptoms within six months of follow-up. PLoS One 2024; 19:e0297481. [PMID: 38626117 PMCID: PMC11020833 DOI: 10.1371/journal.pone.0297481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 01/02/2024] [Indexed: 04/18/2024] Open
Abstract
BACKGROUND Chronic neuropsychological sequelae following SARS-CoV-2 infection, including depression, anxiety, fatigue, and general cognitive difficulties, are a major public health concern. Given the potential impact of long-term neuropsychological impairment, it is important to characterize the frequency and predictors of this post-infection phenotype. METHODS The Epidemiology, Immunology, and Clinical Characteristics of Emerging Infectious Diseases with Pandemic Potential (EPICC) study is a longitudinal study assessing the impact of SARS-CoV-2 infection in U.S. Military Healthcare System (MHS) beneficiaries, i.e. those eligible for care in the MHS including active duty servicemembers, dependents, and retirees. Four broad areas of neuropsychological symptoms were assessed cross-sectionally among subjects 1-6 months post-infection/enrollment, including: depression (Patient Health Questionnaire-9), anxiety (General Anxiety Disorder-7), fatigue (PROMIS® Fatigue 7a), and cognitive function (PROMIS® Cognitive Function 8a and PROMIS® Cognitive Function abilities 8a). Multivariable Poisson regression models compared participants with and without SARS-CoV-2 infection history on these measures, adjusting for sex, ethnicity, active-duty status, age, and months post-first positive or enrollment of questionnaire completion (MPFP/E); models for fatigue and cognitive function were also adjusted for depression and anxiety scores. RESULTS The study population included 2383 participants who completed all five instruments within six MPFP/E, of whom 687 (28.8%) had at least one positive SARS-CoV-2 test. Compared to those who had never tested positive for SARS-CoV-2, the positive group was more likely to meet instrument-based criteria for depression (15.4% vs 10.3%, p<0.001), fatigue (20.1% vs 8.0%, p<0.001), impaired cognitive function (15.7% vs 8.6%, p<0.001), and impaired cognitive function abilities (24.3% vs 16.3%, p<0.001). In multivariable models, SARS-CoV-2 positive participants, assessed at an average of 2.7 months after infection, had increased risk of moderate to severe depression (RR: 1.44, 95% CI 1.12-1.84), fatigue (RR: 2.07, 95% CI 1.62-2.65), impaired cognitive function (RR: 1.64, 95% CI 1.27-2.11), and impaired cognitive function abilities (RR: 1.41, 95% CI 1.15-1.71); MPFP/E was not significant. CONCLUSIONS Participants with a history of SARS-CoV-2 infection were up to twice as likely to report cognitive impairment and fatigue as the group without prior SARS-CoV-2 infection. These findings underscore the continued importance of preventing SARS-CoV-2 infection and while time since infection/enrollment was not significant through 6 months of follow-up, this highlights the need for additional research into the long-term impacts of COVID-19 to mitigate and reverse these neuropsychological outcomes.
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Affiliation(s)
- Liana R. Andronescu
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
| | - Stephanie A. Richard
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
| | - Ann I. Scher
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
| | - David A. Lindholm
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Brooke Army Medical Center, San Antonio, TX, United States of America
| | - Katrin Mende
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
- Brooke Army Medical Center, San Antonio, TX, United States of America
| | - Anuradha Ganesan
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
- Walter Reed National Military Medical Center, Bethesda, MD, United States of America
| | - Nikhil Huprikar
- Walter Reed National Military Medical Center, Bethesda, MD, United States of America
| | - Tahaniyat Lalani
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
- Naval Medical Center Portsmouth, Portsmouth, VA, United States of America
| | - Alfred Smith
- Naval Medical Center Portsmouth, Portsmouth, VA, United States of America
| | - Rupal M. Mody
- William Beaumont Army Medical Center, El Paso, TX, United States of America
| | - Milissa U. Jones
- Tripler Army Medical Center, Honolulu, HI, United States of America
| | - Samantha E. Bazan
- Carl R. Darnall Army Medical Center, Fort Hood, TX, United States of America
| | - Rhonda E. Colombo
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Madigan Army Medical Center, Tacoma, WA, United States of America
| | - Christopher J. Colombo
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Madigan Army Medical Center, Tacoma, WA, United States of America
| | - Evan Ewers
- Fort Belvoir Community Hospital, Fort Belvoir, VA, United States of America
| | - Derek T. Larson
- Fort Belvoir Community Hospital, Fort Belvoir, VA, United States of America
- Naval Medical Center San Diego, San Diego, CA, United States of America
| | - Ryan C. Maves
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Naval Medical Center San Diego, San Diego, CA, United States of America
| | - Catherine M. Berjohn
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Naval Medical Center San Diego, San Diego, CA, United States of America
| | | | - Caroline English
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
| | - Margaret Sanchez Edwards
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
| | - Julia S. Rozman
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
| | - Jennifer Rusiecki
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
| | - Celia Byrne
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
| | - Mark P. Simons
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
| | - David Tribble
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
| | - Timothy H. Burgess
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
| | - Simon D. Pollett
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
| | - Brian K. Agan
- Department of Preventive Medicine and Biostatistics, Infectious Disease Clinical Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States of America
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Richard SA, Scher AI, Rusiecki J, Byrne C, Berjohn CM, Fries AC, Lalani T, Smith AG, Mody RM, Ganesan A, Huprikar N, Colombo RE, Colombo CJ, Schofield C, Lindholm DA, Mende K, Morris MJ, Jones MU, Flanagan R, Larson DT, Ewers EC, Bazan SE, Saunders D, Maves RC, Livezey J, Maldonado CJ, Edwards MS, Rozman JS, O’Connell RJ, Simons MP, Tribble DR, Agan BK, Burgess TH, Pollett SD. Decreased Self-reported Physical Fitness Following SARS-CoV-2 Infection and the Impact of Vaccine Boosters in a Cohort Study. Open Forum Infect Dis 2023; 10:ofad579. [PMID: 38130596 PMCID: PMC10733205 DOI: 10.1093/ofid/ofad579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 11/15/2023] [Indexed: 12/23/2023] Open
Abstract
Background The long-term effects of coronavirus disease 2019 (COVID-19) on physical fitness are unclear, and the impact of vaccination on that relationship is uncertain. Methods We compared survey responses in a 1-year study of US military service members with (n = 1923) and without (n = 1591) a history of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. We fit Poisson regression models to estimate the association between history of SARS-CoV-2 infection and fitness impairment, adjusting for time since infection, demographics, and baseline health. Results The participants in this analysis were primarily young adults aged 18-39 years (75%), and 71.5% were male. Participants with a history of SARS-CoV-2 infection were more likely to report difficulty exercising (38.7% vs 18.4%; P < .01), difficulty performing daily activities (30.4% vs 12.7%; P < .01), and decreased fitness test (FT) scores (42.7% vs 26.2%; P < .01) than those without a history of infection. SARS-CoV-2-infected participants were at higher risk of these outcomes after adjusting for other factors (unvaccinated: exercising: adjusted risk ratio [aRR], 3.99; 95% CI, 3.36-4.73; activities: aRR, 5.02; 95% CI, 4.09-6.16; FT affected: aRR, 2.55; 95% CI, 2.19-2.98). Among SARS-CoV-2-positive participants, full vaccination before infection was associated with a lower risk of post-COVID-19 fitness impairment (fully vaccinated: exercise: aRR, 0.81; 95% CI, 0.70-0.95; activities: aRR, 0.76; 95% CI, 0.64-0.91; FT: aRR, 0.87; 95% CI, 0.76-1.00; boosted: exercise: aRR, 0.62; 95% CI, 0.51-0.74; activities: aRR, 0.52; 95% CI, 0.41-0.65; FT: aRR, 0.59; 95% CI, 0.49-0.70). Conclusions In this study of generally young, healthy military service members, SARS-CoV-2 infection was associated with lower self-reported fitness and exercise capacity; vaccination and boosting were associated with lower risk of self-reported fitness loss.
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Affiliation(s)
- Stephanie A Richard
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Ann I Scher
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Jennifer Rusiecki
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Celia Byrne
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Catherine M Berjohn
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Naval Medical Center San Diego, San Diego, California, USA
| | - Anthony C Fries
- US Air Force School of Aerospace Medicine, Wright-Patterson, Ohio, USA
| | - Tahaniyat Lalani
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
- Naval Medical Center Portsmouth, Portsmouth, Virginia, USA
| | - Alfred G Smith
- Naval Medical Center Portsmouth, Portsmouth, Virginia, USA
| | - Rupal M Mody
- William Beaumont Army Medical Center, El Paso, Texas, USA
| | - Anuradha Ganesan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
- Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Nikhil Huprikar
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Rhonda E Colombo
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Madigan Army Medical Center, Joint Base Lewis McChord, Washington, USA
| | - Christopher J Colombo
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Madigan Army Medical Center, Joint Base Lewis McChord, Washington, USA
| | | | - David A Lindholm
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Brooke Army Medical Center, Joint Base San Antonio-Fort Sam Houston, Texas, USA
| | - Katrin Mende
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
- Brooke Army Medical Center, Joint Base San Antonio-Fort Sam Houston, Texas, USA
| | - Michael J Morris
- Brooke Army Medical Center, Joint Base San Antonio-Fort Sam Houston, Texas, USA
| | - Milissa U Jones
- Department of Pediatrics, Translational Medicine Unit, Uniformed Services University, Bethesda, Maryland, USA
| | - Ryan Flanagan
- Department of Pediatrics, Translational Medicine Unit, Uniformed Services University, Bethesda, Maryland, USA
| | - Derek T Larson
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Naval Medical Center San Diego, San Diego, California, USA
- Alexander T. Augusta Military Medical Center, Fort Belvoir, Virginia, USA
| | - Evan C Ewers
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Alexander T. Augusta Military Medical Center, Fort Belvoir, Virginia, USA
| | | | - David Saunders
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Ryan C Maves
- Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Jeffrey Livezey
- Department of Pediatrics, Clinical Pharmacology and Medical Toxicology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | | | - Margaret Sanchez Edwards
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Julia S Rozman
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Robert J O’Connell
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Mark P Simons
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - David R Tribble
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Brian K Agan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Timothy H Burgess
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Simon D Pollett
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
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Richard SA, Pollett SD, Fries AC, Berjohn CM, Maves RC, Lalani T, Smith AG, Mody RM, Ganesan A, Colombo RE, Lindholm DA, Morris MJ, Huprikar N, Colombo CJ, Madar C, Jones M, Larson DT, Bazan SE, Mende K, Saunders D, Livezey J, Lanteri CA, Scher AI, Byrne C, Rusiecki J, Ewers E, Epsi NJ, Rozman JS, English C, Simons MP, Tribble DR, Agan BK, Burgess TH. Persistent COVID-19 Symptoms at 6 Months After Onset and the Role of Vaccination Before or After SARS-CoV-2 Infection. JAMA Netw Open 2023; 6:e2251360. [PMID: 36652247 PMCID: PMC9857077 DOI: 10.1001/jamanetworkopen.2022.51360] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
IMPORTANCE Understanding the factors associated with post-COVID conditions is important for prevention. OBJECTIVE To identify characteristics associated with persistent post-COVID-19 symptoms and to describe post-COVID-19 medical encounters. DESIGN, SETTING, AND PARTICIPANTS This cohort study used data from the Epidemiology, Immunology, and Clinical Characteristics of Emerging Infectious Diseases With Pandemic Potential (EPICC) study implemented in the US military health system (MHS); MHS beneficiaries aged 18 years or older who tested positive for SARS-CoV-2 from February 28, 2020, through December 31, 2021, were analyzed, with 1-year follow-up. EXPOSURES SARS-CoV-2 infection. MAIN OUTCOMES AND MEASURES The outcomes analyzed included survey-reported symptoms through 6 months after SARS-CoV-2 infection and International Statistical Classification of Diseases and Related Health Problems, Tenth Revision diagnosis categories reported in medical records 6 months following SARS-CoV-2 infection vs 3 months before infection. RESULTS More than half of the 1832 participants in these analyses were aged 18 to 44 years (1226 [66.9%]; mean [SD] age, 40.5 [13.7] years), were male (1118 [61.0%]), were unvaccinated at the time of their infection (1413 [77.1%]), and had no comorbidities (1290 [70.4%]). A total of 728 participants (39.7%) had illness that lasted 28 days or longer (28-89 days: 364 [19.9%]; ≥90 days: 364 [19.9%]). Participants who were unvaccinated prior to infection (risk ratio [RR], 1.39; 95% CI, 1.04-1.85), reported moderate (RR, 1.80; 95% CI, 1.47-2.22) or severe (RR, 2.25; 95% CI, 1.80-2.81) initial illnesses, had more hospitalized days (RR per each day of hospitalization, 1.02; 95% CI, 1.00-1.03), and had a Charlson Comorbidity Index score of 5 or greater (RR, 1.55; 95% CI, 1.01-2.37) were more likely to report 28 or more days of symptoms. Among unvaccinated participants, postinfection vaccination was associated with a 41% lower risk of reporting symptoms at 6 months (RR, 0.59; 95% CI, 0.40-0.89). Participants had higher risk of pulmonary (RR, 2.00; 95% CI, 1.40-2.84), diabetes (RR, 1.46; 95% CI, 1.00-2.13), neurological (RR, 1.29; 95% CI, 1.02-1.64), and mental health-related medical encounters (RR, 1.28; 95% CI, 1.01-1.62) at 6 months after symptom onset than at baseline (before SARS-CoV-2 infection). CONCLUSIONS AND RELEVANCE In this cohort study, more severe acute illness, a higher Charlson Comorbidity Index score, and being unvaccinated were associated with a higher risk of reporting COVID-19 symptoms lasting 28 days or more. Participants with COVID-19 were more likely to seek medical care for diabetes, pulmonary, neurological, and mental health-related illness for at least 6 months after onset compared with their pre-COVID baseline health care use patterns. These findings may inform the risk-benefit ratio of COVID-19 vaccination policy.
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Affiliation(s)
- Stephanie A. Richard
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland
| | - Simon D. Pollett
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland
| | | | - Catherine M. Berjohn
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Naval Medical Center San Diego, San Diego, California
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Ryan C. Maves
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Naval Medical Center San Diego, San Diego, California
| | - Tahaniyat Lalani
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland
- Naval Medical Center Portsmouth, Portsmouth, Virginia
| | | | - Rupal M. Mody
- William Beaumont Army Medical Center, Fort Bliss, Texas
| | - Anuradha Ganesan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland
- Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Rhonda E. Colombo
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Madigan Army Medical Center, Joint Base Lewis-McChord, Washington
| | - David A. Lindholm
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Brooke Army Medical Center, Joint Base San Antonio–Fort Sam Houston, Texas
| | - Michael J. Morris
- Brooke Army Medical Center, Joint Base San Antonio–Fort Sam Houston, Texas
| | - Nikhil Huprikar
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Christopher J. Colombo
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Madigan Army Medical Center, Joint Base Lewis-McChord, Washington
| | | | - Milissa Jones
- Tripler Army Medical Center, Honolulu, Hawaii
- Department of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Derek T. Larson
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Fort Belvoir Community Hospital, Fort Belvoir, Virginia
| | | | - Katrin Mende
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland
- Brooke Army Medical Center, Joint Base San Antonio–Fort Sam Houston, Texas
| | - David Saunders
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Jeffrey Livezey
- Department of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Charlotte A. Lanteri
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | | | | | | | - Evan Ewers
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Fort Belvoir Community Hospital, Fort Belvoir, Virginia
| | - Nusrat J. Epsi
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland
| | - Julia S. Rozman
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland
| | - Caroline English
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland
| | - Mark P. Simons
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - David R. Tribble
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Brian K. Agan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland
| | - Timothy H. Burgess
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
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Richard SA, Scher A, Rusiecki J, Byrne C, Berjohn CM, Fries AC, Lalani T, Smith AG, Mody R, Ganesan A, Huprikar N, Colombo RE, Colombo C, Lindholm DA, Mende K, Jones M, Larson D, Ewers EC, Bazan S, Lanteri C, Saunders D, Maves RC, Livezey J, Edwards MS, Rozman JS, Tribble DR, Agan B, Pollett S, Simons MP, Burgess T. 80. SARS-CoV-2 infection is associated with decreased reported physical fitness in a US military longitudinal cohort. Open Forum Infect Dis 2022. [PMCID: PMC9751972 DOI: 10.1093/ofid/ofac492.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Background COVID-19 may have deleterious effects on the fitness of active duty US military service members. We seek to understand the long-term functional consequences of SARS-CoV-2 infection in this critical population, and in other military healthcare beneficiaries. Methods The Epidemiology, Immunology, and Clinical Characteristics of Emerging Infectious Diseases with Pandemic Potential (EPICC) study is a longitudinal cohort study to describe the outcomes of SARS-CoV-2 infection in US Military Health System beneficiaries. Subjects provided information about difficulties experienced with daily activities, exercise, and physical fitness performance via electronic surveys. Subjects completed surveys at enrollment and at 1, 3, 6, 9, and 12 months. Results 5,910 subjects completed survey fitness questions, 3,244 (55%) of whom tested SARS-CoV-2 positive at least once during the period of observation. Over 75% of subjects were young adults and over half were male (Table 1). 1,093 (34.3%) of SARS-CoV-2-positive subjects reported new or increased difficulty exercising compared to 393 (14.8%) SARS-CoV-2 negative subjects (p < 0.01) (Table 2). The most commonly reported symptoms related to problems with exercise and activities were dyspnea and fatigue. Among the active-duty members who answered the question about their service-mandated physical fitness test scores, 43.2% of SARS-CoV-2-positive participants reported that their scores had worsened in the study period, compared with 24.3% of SARS-CoV-2 negative participants. Among SARS-CoV-2-positive subjects, reports of difficulty exercising and performing daily activities were highest within one month of the first positive test, decreasing in prevalence among the cohort only slightly to 24% and 18%, respectively, at 12 months (Figure 1).
Conclusion A substantial proportion of military service-members in this cohort have reported impairment of their service-mandated physical fitness scores after COVID-19; this proportion is significantly higher than those who are SARS-CoV-2 negative and persists to 12 months in many; similar complaints were reported among non-active duty. Further objective evaluation of post-COVID fitness impairment in this population is warranted. Disclosures Ryan C. Maves, MD, AiCuris: Grant/Research Support|Sound Pharmaceuticals: Grant/Research Support|Trauma Insights, LLC: Advisor/Consultant Julia S. Rozman, n/a, Astra Zeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response David R. Tribble, DrPH, AstraZeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Simon Pollett, MBBS, Astra Zeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Mark P. Simons, PhD, AstraZeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Timothy Burgess, MD, MPH, AstraZeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response.
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Affiliation(s)
- Stephanie A Richard
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, MD
| | - Ann Scher
- Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Jennifer Rusiecki
- Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Celia Byrne
- Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Catherine M Berjohn
- Naval Medical Center San Diego Division of Infectious Diseases, Infectious Disease Clinical Research Program, San Diego, CA
| | | | | | - Alfred G Smith
- Division of Infectious Diseases, Naval Medical Center, Portsmouth, Virginia, USA, Portsmouth, Virginia
| | - Rupal Mody
- William Beaumont Army Medical Center, El Paso, Texas
| | - Anuradha Ganesan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Nikhil Huprikar
- Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Rhonda E Colombo
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, The Henry M. Jackson Foundation for the Advancement of Military Medicine, Madigan Army Medical Center Division of Infectious Diseases, Tacoma, Washington
| | | | | | - Katrin Mende
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, MD
| | | | - Derek Larson
- Naval Medical Center San Diego, san diego, California
| | - Evan C Ewers
- Fort Belvoir Community Hospital, Fort Belvoir, Virginia
| | | | - Charlotte Lanteri
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - David Saunders
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
| | - Ryan C Maves
- Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Jeffrey Livezey
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
| | - Margaret Sanchez Edwards
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health SciencesHenry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland
| | - Julia S Rozman
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, MD
| | - David R Tribble
- Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Brian Agan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, MD
| | - Simon Pollett
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, MD
| | - Mark P Simons
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, MD
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5
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Pollett S, Richard SA, Fries AC, Malloy AM, Ganesan A, Livezey J, Saunders D, Huprikar N, Mody R, Mende K, Lindholm DA, Berjohn CM, Rozman JS, Jones M, Colombo C, Colombo RE, Tribble D, Simons MP, Agan B, Burgess T. 1056. Correlates of Omicron SARS-CoV-2 viral load: diagnostic and clinical implications. Open Forum Infect Dis 2022. [PMCID: PMC9752607 DOI: 10.1093/ofid/ofac492.897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Background Omicron SARS-CoV-2 infections are associated with less frequent olfactory sensory loss and a predominance of pharyngitis symptoms compared to prior variants, with proposed diagnostic implications. We examined whether such symptomology predicts a higher RNA abundance in the oropharynx. We further investigated how age, symptom-day, vaccination history and clinical severity correlate with viral load to inform clinical prognostication and transmission modeling. Methods The EPICC study is a longitudinal cohort of COVID-19 cases enrolled through U.S military medical treatment facilities. Demographic and clinical characteristics were measured with interviews and surveys. Nasopharyngeal (NP), oropharyngeal (OP) and nasal swabs (NS) were collected for SARS-CoV-2 qPCR and sequence genotyping. Multivariable linear regression models were fit to estimate the effect of anatomical site on SARS-CoV-2 RNA abundance (a proxy for viral load), adjusting for sampling time, vaccine history and host age. Results We analyzed 77 sequence-confirmed Omicron cases; no BA.2 cases were detected. The median age was 38.8 years. 81.8% were vaccinated and 15.6% cases were hospitalized. 80.0%, 21.8%, and 65.5% reported nasal congestion, loss of smell or taste, and sore throat, respectively. The median RNA abundance was lowest in OP swabs (p < 0.001) (Fig 1). Linear regression confirmed that OP sampling was associated with lower viral load (p < 0.001). We further noted that greater age and symptom-day were independent correlates of viral load (Table 1). By bivariate analysis there was a trend toward lower RNA abundance in vaccinated subjects (p = 0.35). RNA abundance (at any site) was substantially higher in hospitalized (10634 N2 genome equivalents [GE]/reaction) versus outpatient cases (1419 N1 GE/reaction) but this was not statistically significant (p = 0.26).
RNA abundance by upper respiratory swab anatomical location of collection (n = 142 swabs from n = 77 subjects) ![]() ![]() Conclusion We noted prevalent sore throat symptoms and infrequent sensory loss in Omicron cases. Despite this, viral load was highest in NP/NS collected swabs as has been noted in prior variants. We note an age correlation with RNA abundance, and provide a viral load decay rate which may be useful for transmission modeling. Vaccination and clinical severity may also correlate with Omicron viral load, as noted with prior SARS-CoV-2 variants. Disclosures Simon Pollett, MBBS, Astra Zeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Julia S. Rozman, n/a, Astra Zeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response David Tribble, MD, DrPH, Astra Zeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Mark P. Simons, PhD, AstraZeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Timothy Burgess, MD, MPH, AstraZeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response.
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Affiliation(s)
- Simon Pollett
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
| | - Stephanie A Richard
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
| | | | - Allison M Malloy
- Department of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
| | - Anuradha Ganesan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Jeffrey Livezey
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
| | - David Saunders
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
| | - Nikhil Huprikar
- Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Rupal Mody
- William Beaumont Army Medical Center, El Paso, Texas
| | - Katrin Mende
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
| | | | - Catherine M Berjohn
- Naval Medical Center San Diego Division of Infectious Diseases, Infectious Disease Clinical Research Program, San Diego, CA
| | - Julia S Rozman
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
| | | | | | - Rhonda E Colombo
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, The Henry M. Jackson Foundation for the Advancement of Military Medicine, Madigan Army Medical Center Division of Infectious Diseases, Tacoma, Washington
| | - David Tribble
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
| | - Mark P Simons
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
| | - Brian Agan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Bethesda, Maryland
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Epsi NJ, Lindholm DA, Ganesan A, Lalani T, Smith AG, Mody R, Jones M, Bazan S, Colombo RE, Colombo C, Ewers EC, Larson D, Berjohn CM, Maves RC, Fries AC, Scher A, Byrne C, Rusiecki J, Sanchez Edwards M, Rozman JS, Mende K, Simons MP, Tribble DR, Agan B, Burgess T, Pollett S, Richard SA. 1066. Precision phenotyping of “long COVID” through machine learning. Open Forum Infect Dis 2022. [DOI: 10.1093/ofid/ofac492.907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Abstract
Background
Characterizing, diagnosing, and caring for “long COVID” patients has proven to be challenging due to heterogenous symptoms and broad definitions of these post-acute sequelae. Here, we take a machine learning approach to identify discrete clusters of long COVID symptoms which may define specific long COVID phenotypes.
Figure 1: (A) Principal component analysis followed by K-means clustering identified three groups of participants. (B) Heatmap depicting three distinct clusters (high values are in red and low value are in blue); Cluster 1 exhibits sensory symptoms (e.g., loss of smell and/or taste), Cluster 2 exhibits fatigue and difficulty thinking (e.g., changes in ability to think) symptoms, and Cluster 3 exhibits difficulty breathing and exercise intolerance symptoms. (C) Clinical and demographic characteristics of 97 military health system beneficiaries by identified clusters
Methods
The Epidemiology, Immunology, and Clinical Characteristics of Emerging Infectious Diseases with Pandemic Potential (EPICC) study is a longitudinal COVID-19 cohort study with data and biospecimens collected from 10 military treatment facilities and online recruitment. Demographic and clinical characteristics were collected using case report forms and surveys completed at enrollment and at 1, 3, 6, 9, and 12 months. For this analysis, we identified those who reported any moderate to severe persistent symptoms on surveys collected 6-months post-COVID-19 symptom onset. Using the survey responses, we applied principal component analysis (PCA) followed by unsupervised machine learning clustering algorithm K-means to identify groups with distinct clusters of symptoms.
Results
Of 1299 subjects with 6-month survey responses, 97 (7.47%) reported moderate to severe persistent symptoms. Among these subjects, three clusters were identified using PCA (Figure 1A). Cluster 1 is characterized by sensory symptoms (loss of taste and/or smell), Cluster 2 by fatigue and difficulty thinking, and Cluster 3 by difficulty breathing and exercise intolerance (Figure 1B). More than half of these subjects (57%) were female, 64% were 18-44 years old, and 64% had no comorbidities at enrollment (Figure 1C). Those in the sensory symptom cluster were all outpatients at the time of initial COVID-19 presentation (p < 0.01). The difficulty breathing and exercise intolerance symptom-clusters had a higher proportion of older participants (Age group ≥ 45-64) with more comorbidities (CCI ≥ 1-2).
Conclusion
We identified three distinct ‘long COVID’ phenotypes among those with moderate to severe COVID-19 symptoms at 6-months post-symptom onset. With further validation and characterization, this framework may allow more precise classification of long COVID cases, and potentially improve the diagnosis, prognosis, and treatment of post- infectious sequelae.
Disclosures
Ryan C. Maves, MD, AiCuris: Grant/Research Support|Sound Pharmaceuticals: Grant/Research Support|Trauma Insights, LLC: Advisor/Consultant Julia S. Rozman, n/a, Astra Zeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Mark P. Simons, PhD, AstraZeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response David R. Tribble, DrPH, AstraZeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Timothy Burgess, MD, MPH, AstraZeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Simon Pollett, MBBS, Astra Zeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response.
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Affiliation(s)
- Nusrat J Epsi
- Uniformed Services University of the Health Sciences , Bethesda, Maryland
| | | | - Anuradha Ganesan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Walter Reed National Military Medical Center , Bethesda, Maryland
| | | | - Alfred G Smith
- Division of Infectious Diseases, Naval Medical Center , Portsmouth, Virginia, USA, Portsmouth, Virginia
| | - Rupal Mody
- William Beaumont Army Medical Center , El Paso, Texas
| | | | | | - Rhonda E Colombo
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, The Henry M. Jackson Foundation for the Advancement of Military Medicine, Madigan Army Medical Center Division of Infectious Diseases , Tacoma, Washington
| | | | - Evan C Ewers
- Fort Belvoir Community Hospital , Fort Belvoir, Virginia
| | - Derek Larson
- Naval Medical Center San Diego , san diego, California
| | - Catherine M Berjohn
- Naval Medical Center San Diego Division of Infectious Diseases, Infectious Disease Clinical Research Program , San Diego, CA
| | - Ryan C Maves
- Wake Forest University School of Medicine , Winston-Salem, North Carolina
| | | | - Ann Scher
- Uniformed Services University of the Health Sciences , Bethesda, Maryland
| | - Celia Byrne
- Uniformed Services University of the Health Sciences , Bethesda, Maryland
| | - Jennifer Rusiecki
- Uniformed Services University of the Health Sciences , Bethesda, Maryland
| | - Margaret Sanchez Edwards
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health SciencesHenry M. Jackson Foundation for the Advancement of Military Medicine , Bethesda, Maryland
| | - Julia S Rozman
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, Maryland
| | - Katrin Mende
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, Maryland
| | - Mark P Simons
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, Maryland
| | - David R Tribble
- Uniformed Services University of the Health Sciences , Bethesda, Maryland
| | - Brian Agan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, Maryland
| | - Timothy Burgess
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, Maryland
| | - Simon Pollett
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, Maryland
| | - Stephanie A Richard
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, Maryland
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Parsons E, Richard SA, Laing ED, Fries AC, Livezey J, Jones M, Lindholm DA, Mende K, Rozman JS, Ganesan A, Huprikar N, Lalani T, Smith AG, Mody R, Bazan S, Saunders D, Colombo RE, Colombo C, Ewers EC, Larson D, Maves RC, Berjohn CM, Maldonado C, Simons MP, Tribble D, Agan B, Burgess T, Pollett S, Malloy AM. 1102. The Host Response to SARS-CoV-2 Infection Differs by Age. Open Forum Infect Dis 2022. [DOI: 10.1093/ofid/ofac492.941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Abstract
Background
Infection with SARS-CoV-2 and the resulting host immune response has been primarily characterized in middle and older aged populations due to a higher incidence of symptoms in these age groups. Due to reduced severity of disease, children were poorly studied and assumed to be less frequently infected compared to older age groups. We measured the viral load and adaptive immune response across the age-spectrum to define the age-dependent viral and host responses.
Methods
From March 2020-March 2022, we enrolled individuals across the age spectrum who presented to U.S. military medical treatment facilities with COVID-19-like symptoms. In this longitudinal cohort study, demographic and clinical data were collected in addition to nasopharyngeal swabs and peripheral blood. Magnitude of viral RNA was measured by quantitative PCR (qPCR) from nasopharyngeal samples and SARS-CoV-2-specific IgG antibodies were measured from blood with multiplex microsphere immunoassays.
Results
4,768 SARS-CoV-2 positive participants were enrolled, among whom 42, 64, 89, 380, 948 and 245 individuals were in age brackets 0-4y, 5-11y, 12-17y, 18-44, 45-64y, and >65y, respectively. Viral load as measured by qPCR was determined to be similar across age groups within the first week post symptom onset. The magnitude of the IgG antibody response against the spike protein was also compared across age groups at early and convalescent time points and was higher in those over the age of 65 years.
Conclusion
Early viral load during acute infection did not correlate with age in individuals who experienced COVID-19. These findings diverge from other respiratory viruses, such as respiratory syncytial virus and influenza where children tend to have higher viral loads. In contrast, the magnitude of the antibody response against the spike protein correlated with older age at acute and convalescent time points. Together our data suggest that the host response against SAR-CoV-2 differs with age and is not associated with the acute viral load. Defining age-dependent immunity against SARS-CoV-2 has the potential to identify key immunologic responses that can be used to optimize treatment and vaccine strategies.
Disclosures
Julia S. Rozman, n/a, Astra Zeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Ryan C. Maves, MD, AiCuris: Grant/Research Support|Sound Pharmaceuticals: Grant/Research Support|Trauma Insights, LLC: Advisor/Consultant Mark P. Simons, PhD, AstraZeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response David Tribble, MD, DrPH, Astra Zeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Timothy Burgess, MD, MPH, AstraZeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response Simon Pollett, MBBS, Astra Zeneca: The HJF, in support of the USU IDCRP, was funded to conduct or augment unrelated Phase III Mab and vaccine trials as part of US Govt. COVID19 response.
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Affiliation(s)
| | - Stephanie A Richard
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, MD
| | - Eric D Laing
- Department of Microbiology and Immunology, Uniformed Services University , Bethesda, MD, Bethesda, Maryland
| | | | - Jeffrey Livezey
- Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, Maryland
| | | | - David A Lindholm
- Uniformed Services University of the Health Sciences , San Antonio, Texas
| | - Katrin Mende
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, MD
| | - Julia S Rozman
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, MD
| | - Anuradha Ganesan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, Walter Reed National Military Medical Center , Bethesda, Maryland
| | - Nikhil Huprikar
- Walter Reed National Military Medical Center , Bethesda, Maryland
| | | | - Alfred G Smith
- Division of Infectious Diseases, Naval Medical Center , Portsmouth, Virginia, USA, Portsmouth, Virginia
| | - Rupal Mody
- William Beaumont Army Medical Center , El Paso, Texas
| | | | - David Saunders
- Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, Maryland
| | - Rhonda E Colombo
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA, The Henry M. Jackson Foundation for the Advancement of Military Medicine, Madigan Army Medical Center Division of Infectious Diseases , Tacoma, Washington
| | | | - Evan C Ewers
- Fort Belvoir Community Hospital , Fort Belvoir, Virginia
| | - Derek Larson
- Naval Medical Center San Diego , san diego, California
| | - Ryan C Maves
- Wake Forest University School of Medicine , Winston-Salem, North Carolina
| | - Catherine M Berjohn
- Naval Medical Center San Diego Division of Infectious Diseases, Infectious Disease Clinical Research Program , San Diego, CA
| | | | - Mark P Simons
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, MD
| | - David Tribble
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, MD
| | - Brian Agan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, MD
| | - Timothy Burgess
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, MD
| | - Simon Pollett
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, MD
| | - Allison M Malloy
- Department of Pediatrics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA, Bethesda, Maryland
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Wang W, Lusvarghi S, Subramanian R, Epsi NJ, Wang R, Goguet E, Fries AC, Echegaray F, Vassell R, Coggins SA, Richard SA, Lindholm DA, Mende K, Ewers EC, Larson DT, Colombo RE, Colombo CJ, Joseph JO, Rozman JS, Smith A, Lalani T, Berjohn CM, Maves RC, Jones MU, Mody R, Huprikar N, Livezey J, Saunders D, Hollis-Perry M, Wang G, Ganesan A, Simons MP, Broder CC, Tribble DR, Laing ED, Agan BK, Burgess TH, Mitre E, Pollett SD, Katzelnick LC, Weiss CD. Antigenic cartography of well-characterized human sera shows SARS-CoV-2 neutralization differences based on infection and vaccination history. Cell Host Microbe 2022; 30:1745-1758.e7. [PMID: 36356586 PMCID: PMC9584854 DOI: 10.1016/j.chom.2022.10.012] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Revised: 08/31/2022] [Accepted: 10/18/2022] [Indexed: 01/26/2023]
Abstract
The rapid emergence of SARS-CoV-2 variants challenges vaccination strategies. Here, we collected 201 serum samples from persons with a single infection or multiple vaccine exposures, or both. We measured their neutralization titers against 15 natural variants and 7 variants with engineered spike mutations and analyzed antigenic diversity. Antigenic maps of primary infection sera showed that Omicron sublineages BA.2, BA.4/BA.5, and BA.2.12.1 are distinct from BA.1 and more similar to Beta/Gamma/Mu variants. Three mRNA COVID-19 vaccinations increased neutralization of BA.1 more than BA.4/BA.5 or BA.2.12.1. BA.1 post-vaccination infection elicited higher neutralization titers to all variants than three vaccinations alone, although with less neutralization to BA.2.12.1 and BA.4/BA.5. Those with BA.1 infection after two or three vaccinations had similar neutralization titer magnitude and antigenic recognition. Accounting for antigenic differences among variants when interpreting neutralization titers can aid the understanding of complex patterns in humoral immunity that informs the selection of future COVID-19 vaccine strains.
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Affiliation(s)
- Wei Wang
- Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - Sabrina Lusvarghi
- Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - Rahul Subramanian
- Office of Data Science and Emerging Technologies, Office of Science Management and Operations, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Nusrat J Epsi
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Richard Wang
- Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - Emilie Goguet
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA; Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Anthony C Fries
- U.S. Air Force School of Aerospace Medicine, Wright-Patterson Air Force Base, Fairborn, OH, USA
| | - Fernando Echegaray
- Viral Epidemiology and Immunity Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Russell Vassell
- Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - Si'Ana A Coggins
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA; Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Stephanie A Richard
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - David A Lindholm
- Brooke Army Medical Center, Joint Base San Antonio-Fort Sam Houston, San Antonio, TX, USA; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Katrin Mende
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Evan C Ewers
- Fort Belvoir Community Hospital, Fort Belvoir, VA, USA
| | | | - Rhonda E Colombo
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Madigan Army Medical Center, Tacoma, WA, USA
| | - Christopher J Colombo
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Madigan Army Medical Center, Tacoma, WA, USA
| | - Janet O Joseph
- Viral Epidemiology and Immunity Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Julia S Rozman
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Alfred Smith
- Naval Medical Center Portsmouth, Portsmouth, VA, USA
| | - Tahaniyat Lalani
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA; Naval Medical Center Portsmouth, Portsmouth, VA, USA
| | - Catherine M Berjohn
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Naval Medical Center San Diego, San Diego, CA, USA
| | - Ryan C Maves
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Section of Infectious Diseases, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | | | - Rupal Mody
- William Beaumont Army Medical Center, El Paso, TX, USA
| | - Nikhil Huprikar
- Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Jeffrey Livezey
- Department of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - David Saunders
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Monique Hollis-Perry
- Clinical Trials Center, Infectious Diseases Directorate, Naval Medical Research Center, Silver Spring, MD, USA
| | - Gregory Wang
- General Dynamics Information Technology, Falls Church, VA, USA
| | - Anuradha Ganesan
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA; Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Mark P Simons
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Christopher C Broder
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - David R Tribble
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Eric D Laing
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Brian K Agan
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Timothy H Burgess
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Edward Mitre
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Simon D Pollett
- Infectious Diseases Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA.
| | - Leah C Katzelnick
- Viral Epidemiology and Immunity Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA.
| | - Carol D Weiss
- Center for Biologics Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA.
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9
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Scher AI, Berjohn CM, Byrne C, Colombo RE, Colombo CJ, Sanchez Edwards M, Ewers EC, Ganesan A, Jones M, Larson DT, Libraty D, Lindholm DA, Madar CS, Maldonado CJ, Maves RC, Mende K, Richard SA, Rozman JS, Rusiecki J, Smith A, Simons M, Tribble D, Agan B, Burgess TH, Pollett SD. An Analysis of SARS-CoV-2 Vaccine Reactogenicity: Variation by Type, Dose, and History, Severity, and Recency of Prior SARS-CoV-2 Infection. Open Forum Infect Dis 2022; 9:ofac314. [PMID: 35899278 PMCID: PMC9278193 DOI: 10.1093/ofid/ofac314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 06/24/2022] [Indexed: 11/28/2022] Open
Abstract
Background There is limited information on the functional consequences of coronavirus disease 2019 (COVID-19) vaccine side effects. To support patient counseling and public health messaging, we describe the risk and correlates of COVID-19 vaccine side effects sufficient to prevent work or usual activities and/or lead to medical care (“severe” side effects). Methods The EPICC study is a longitudinal cohort study of Military Healthcare System beneficiaries including active duty service members, dependents, and retirees. We studied 2789 adults who were vaccinated between December 2020 and December 2021. Results Severe side effects were most common with the Ad26.COV2.S (Janssen/Johnson and Johnson) vaccine, followed by mRNA-1273 (Moderna) then BNT162b2 (Pfizer/BioNTech). Severe side effects were more common after the second than first dose (11% vs 4%; P < .001). First (but not second) dose side effects were more common in those with vs without prior severe acute respiratory syndrome coronavirus 2 infection (9% vs 2%; adjusted odds ratio [aOR], 5.84; 95% CI, 3.8–9.1), particularly if the prior illness was severe or critical (13% vs 2%; aOR, 10.57; 95% CI, 5.5–20.1) or resulted in inpatient care (17% vs 2%; aOR, 19.3; 95% CI, 5.1–72.5). Side effects were more common in women than men but not otherwise related to demographic factors. Conclusions Vaccine side effects sufficient to prevent usual activities were more common after the second than first dose and varied by vaccine type. First dose side effects were more likely in those with a history of COVID-19—particularly if that prior illness was severe or associated with inpatient care. These findings may assist clinicians and patients by providing a real-world evaluation of the likelihood of experiencing impactful postvaccine symptoms.
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Affiliation(s)
- Ann I Scher
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
| | - Catherine M Berjohn
- Naval Medical Center San Diego , San Diego, CA , USA
- Department of Medicine, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
| | - Celia Byrne
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
| | - Rhonda E Colombo
- Department of Medicine, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc ., Bethesda, MD , USA
- Madigan Army Medical Center , Joint Base Lewis McChord, WA , USA
| | - Christopher J Colombo
- Department of Medicine, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Madigan Army Medical Center , Joint Base Lewis McChord, WA , USA
| | - Margaret Sanchez Edwards
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc ., Bethesda, MD , USA
| | - Evan C Ewers
- Fort Belvoir Community Hospital , Fort Belvoir, VA , USA
| | - Anuradha Ganesan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc ., Bethesda, MD , USA
- Walter Reed National Military Medical Center , Bethesda, MD , USA
| | | | - Derek T Larson
- Naval Medical Center San Diego , San Diego, CA , USA
- Department of Medicine, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Fort Belvoir Community Hospital , Fort Belvoir, VA , USA
| | - Daniel Libraty
- Naval Medical Center San Diego , San Diego, CA , USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc ., Bethesda, MD , USA
| | - David A Lindholm
- Department of Medicine, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Brooke Army Medical Center , JBSA Ft Sam Houston, TX , USA
| | - Cristian S Madar
- Walter Reed National Military Medical Center , Bethesda, MD , USA
| | | | - Ryan C Maves
- Naval Medical Center San Diego , San Diego, CA , USA
- Department of Medicine, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
| | - Katrin Mende
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc ., Bethesda, MD , USA
- Brooke Army Medical Center , JBSA Ft Sam Houston, TX , USA
| | - Stephanie A Richard
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc ., Bethesda, MD , USA
| | - Julia S Rozman
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc ., Bethesda, MD , USA
| | - Jennifer Rusiecki
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
| | - Alfred Smith
- Naval Medical Center Portsmouth , Portsmouth, VA , USA
| | - Mark Simons
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
| | - David Tribble
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
| | - Brian Agan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc ., Bethesda, MD , USA
| | - Timothy H Burgess
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
| | - Simon D Pollett
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD , USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc ., Bethesda, MD , USA
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10
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Richard SA, Epsi NJ, Lindholm DA, Malloy AMW, Maves RC, Berjohn CM, Lalani T, Smith AG, Mody RM, Ganesan A, Huprikar N, Colombo RE, Colombo CJ, Madar C, Jones MU, Larson DT, Ewers EC, Bazan S, Fries AC, Maldonado CJ, Simons MP, Rozman JS, Andronescu L, Mende K, Tribble DR, Agan BK, Burgess TH, Pollett SD, Powers JH. COVID-19 patient reported symptoms using FLU-PRO Plus in a cohort study: associations with infecting genotype, vaccine history, and return-to-health. Open Forum Infect Dis 2022; 9:ofac275. [PMID: 35873301 PMCID: PMC9214183 DOI: 10.1093/ofid/ofac275] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 05/26/2022] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
Patient reported outcomes of SARS-CoV-2 infection are an important measure of the full burden of COVID. Here, we examine how 1) infecting genotype and COVID-19 vaccination correlate with FLU-PRO Plus score, including by symptom domains, and 2) FLU-PRO Plus scores predict return to usual activities and health.
Methods
The EPICC study was implemented to describe the short- and long-term consequences of SARS-CoV-2 infection in a longitudinal, observational cohort. Multivariable linear regression models were run with FLU-PRO Plus scores as the outcome variable and multivariable Cox proportional hazards models evaluated effects of FLU-PRO Plus scores on return to usual health or activities.
Results
Among the 764 participants included in this analysis, 63% were 18-44 years old, 40% were female, and 51% were white. Being fully vaccinated was associated with lower total scores (β=-0.39 (95% confidence interval (CI) -0.57, -0.21)). The Delta variant was associated with higher total scores (β=0.25 (95% CI 0.05, 0.45)). Participants with higher FLU-PRO Plus scores were less likely to report returning to usual health and activities (Health: hazard ratio (HR) 0.46 (95% CI 0.37, 0.57); Activities: HR 0.56 (95% CI 0.47, 0.67)). Fully vaccinated participants were more likely to report returning to usual activities (HR 1.24 (95% CI 1.04, 1.48)).
Conclusions
Full SARS-CoV-2 vaccination is associated with decreased severity of patient-reported symptoms across multiple domains, which in turn is likely to be associated with earlier return to usual activities. In addition, infection with the Delta variant was associated with higher FLU-PRO Plus scores than previous variants, even after controlling for vaccination status.
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Affiliation(s)
- Stephanie A. Richard
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. , Bethesda, MD, USA
| | - Nusrat J. Epsi
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. , Bethesda, MD, USA
| | - David A. Lindholm
- Brooke Army Medical Center , Fort Sam Houston, TX, USA
- Uniformed Services University of the Health Sciences , Bethesda, MD, USA
| | | | - Ryan C. Maves
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- Naval Medical Center San Diego , San Diego, CA, USA
| | - Catherine M. Berjohn
- Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- Naval Medical Center San Diego , San Diego, CA, USA
| | - Tahaniyat Lalani
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. , Bethesda, MD, USA
- Naval Medical Center Portsmouth , Portsmouth, VA, USA
| | | | - Rupal M. Mody
- William Beaumont Army Medical Center , El Paso, TX, USA
| | - Anuradha Ganesan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. , Bethesda, MD, USA
- Walter Reed National Military Medical Center , Bethesda, MD, USA
| | - Nikhil Huprikar
- Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- Walter Reed National Military Medical Center , Bethesda, MD, USA
| | - Rhonda E. Colombo
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. , Bethesda, MD, USA
- Madigan Army Medical Center , Joint Base Lewis McChord, WA, USA
| | - Christopher J. Colombo
- Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- Madigan Army Medical Center , Joint Base Lewis McChord, WA, USA
| | | | - Milissa U. Jones
- Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- Tripler Army Medical Center , Honolulu, HI, USA
| | - Derek T. Larson
- Naval Medical Center San Diego , San Diego, CA, USA
- Fort Belvoir Community Hospital , Fort Belvoir, VA, USA
| | - Evan C. Ewers
- Fort Belvoir Community Hospital , Fort Belvoir, VA, USA
| | - Samantha Bazan
- Carl R. Darnall Army Medical Center , Fort Hood, TX, USA
| | | | | | - Mark P. Simons
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
| | - Julia S. Rozman
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. , Bethesda, MD, USA
| | - Liana Andronescu
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. , Bethesda, MD, USA
| | - Katrin Mende
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. , Bethesda, MD, USA
- Brooke Army Medical Center , Fort Sam Houston, TX, USA
| | - David R. Tribble
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
| | - Brian K. Agan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. , Bethesda, MD, USA
| | - Timothy H. Burgess
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
| | - Simon D. Pollett
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences , Bethesda, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc. , Bethesda, MD, USA
| | - John H Powers
- Clinical Research Directorate, Frederick National Laboratory for Cancer Research , Frederick, MD, USA
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11
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Epsi NJ, Richard SA, Lindholm DA, Mende K, Ganesan A, Huprikar N, Lalani T, Fries AC, Maves RC, Colombo RE, Larson DT, Smith A, Chi SW, Maldonado CJ, Ewers EC, Jones MU, Berjohn CM, Libraty DH, Edwards MS, English C, Rozman JS, Mody RM, Colombo CJ, Samuels EC, Nwachukwu P, Tso MS, Scher AI, Byrne C, Rusiecki J, Simons MP, Tribble D, Broder CC, Agan BK, Burgess TH, Laing ED, Pollett SD. Understanding "Hybrid Immunity": Comparison and Predictors of Humoral Immune Responses to Severe Acute Respiratory Syndrome Coronavirus 2 Infection (SARS-CoV-2) and Coronavirus Disease 2019 (COVID-19) Vaccines. Clin Infect Dis 2022; 76:e439-e449. [PMID: 35608504 PMCID: PMC9213853 DOI: 10.1093/cid/ciac392] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 04/29/2022] [Accepted: 05/17/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Comparison of humoral responses in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccinees, those with SARS-CoV-2 infection, or combinations of vaccine/ infection ("hybrid immunity") may clarify predictors of vaccine immunogenicity. METHODS We studied 2660 US Military Health System beneficiaries with a history of SARS-CoV-2 infection-alone (n = 705), vaccination-alone (n = 932), vaccine-after-infection (n = 869), and vaccine-breakthrough-infection (n = 154). Peak anti-spike-immunoglobulin G (IgG) responses through 183 days were compared, with adjustment for vaccine product, demography, and comorbidities. We excluded those with evidence of clinical or subclinical SARS-CoV-2 reinfection from all groups. RESULTS Multivariable regression results indicated that vaccine-after-infection anti-spike-IgG responses were higher than infection-alone (P < .01), regardless of prior infection severity. An increased time between infection and vaccination was associated with greater post-vaccination IgG response (P < .01). Vaccination-alone elicited a greater IgG response but more rapid waning of IgG (P < .01) compared with infection-alone (P < .01). BNT162b2 and mRNA-1273 vaccine-receipt was associated with greater IgG responses compared with JNJ-78436735 vaccine-receipt (P < .01), regardless of infection history. Those with vaccine-after-infection or vaccine-breakthrough-infection had a more durable anti-spike-IgG response compared to infection-alone (P < .01). CONCLUSIONS Vaccine-receipt elicited higher anti-spike-IgG responses than infection-alone, although IgG levels waned faster in those vaccinated (compared to infection-alone). Vaccine-after-infection elicits a greater humoral response compared with vaccine or infection alone; and the timing, but not disease severity, of prior infection predicted these post-vaccination IgG responses. While differences between groups were small in magnitude, these results offer insights into vaccine immunogenicity variations that may help inform vaccination timing strategies.
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Affiliation(s)
- Nusrat J Epsi
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Stephanie A Richard
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - David A Lindholm
- Brooke Army Medical Center, Fort Sam Houston, Texas, USA,Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Katrin Mende
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA,Brooke Army Medical Center, Fort Sam Houston, Texas, USA
| | - Anuradha Ganesan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA,Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Nikhil Huprikar
- Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Tahaniyat Lalani
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA,Naval Medical Center Portsmouth, Portsmouth, Virginia, USA
| | - Anthony C Fries
- US Air Force School of Aerospace Medicine, Dayton, Ohio, USA
| | - Ryan C Maves
- Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Rhonda E Colombo
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA,Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Madigan Army Medical Center, Joint Base Lewis McChord, Washington, USA
| | - Derek T Larson
- Fort Belvoir Community Hospital, Fort Belvoir, Virginia, USA,Naval Medical Center San Diego, San Diego, California, USA
| | - Alfred Smith
- Naval Medical Center Portsmouth, Portsmouth, Virginia, USA
| | - Sharon W Chi
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA,Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | | | - Evan C Ewers
- Fort Belvoir Community Hospital, Fort Belvoir, Virginia, USA
| | | | - Catherine M Berjohn
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Naval Medical Center San Diego, San Diego, California, USA
| | - Daniel H Libraty
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA,Naval Medical Center San Diego, San Diego, California, USA
| | - Margaret Sanchez Edwards
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Caroline English
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Julia S Rozman
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Rupal M Mody
- William Beaumont Army Medical Center, El Paso, Texas, USA
| | - Christopher J Colombo
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Madigan Army Medical Center, Joint Base Lewis McChord, Washington, USA
| | - Emily C Samuels
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Princess Nwachukwu
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Marana S Tso
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Ann I Scher
- Department of Preventive Medicine & Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Celia Byrne
- Department of Preventive Medicine & Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Jennifer Rusiecki
- Department of Preventive Medicine & Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Mark P Simons
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - David Tribble
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Christopher C Broder
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Brian K Agan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Timothy H Burgess
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Eric D Laing
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Simon D Pollett
- Correspondence: Simon Pollett, MBBS, 6720A Rockledge Drive, Suite 250, Bethesda, MD 20817, USA ()
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12
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Lu Z, Laing ED, Pena DaMata J, Pohida K, Tso MS, Samuels EC, Epsi NJ, Dorjbal B, Lake C, Richard SA, Maves RC, Lindholm DA, Rozman JS, English C, Huprikar N, Mende K, Colombo RE, Colombo CJ, Broder CC, Ganesan A, Lanteri CA, Agan BK, Tribble D, Simons MP, Dalgard CL, Blair PW, Chenoweth J, Pollett SD, Snow AL, Burgess TH, Malloy AMW. Durability of SARS-CoV-2-Specific T-Cell Responses at 12 Months Postinfection. J Infect Dis 2021; 224:2010-2019. [PMID: 34673956 PMCID: PMC8672777 DOI: 10.1093/infdis/jiab543] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 10/19/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Characterizing the longevity and quality of cellular immune responses to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) enhances understanding of coronavirus disease 2019 (COVID-19) immunity that influences clinical outcomes. Prior studies suggest SARS-CoV-2-specific T cells are present in peripheral blood 10 months after infection. Analysis of the function, durability, and diversity of cellular response long after natural infection, over a range of ages and disease phenotypes, is needed to identify preventative and therapeutic interventions. METHODS We identified participants in our multisite longitudinal, prospective cohort study 12 months after SARS-CoV-2 infection representing a range of disease severity. We investigated function, phenotypes, and frequency of T cells specific for SARS-CoV-2 using intracellular cytokine staining and spectral flow cytometry, and compared magnitude of SARS-CoV-2-specific antibodies. RESULTS SARS-CoV-2-specific antibodies and T cells were detected 12 months postinfection. Severe acute illness was associated with higher frequencies of SARS-CoV-2-specific CD4 T cells and antibodies at 12 months. In contrast, polyfunctional and cytotoxic T cells responsive to SARS-CoV-2 were identified in participants over a wide spectrum of disease severity. CONCLUSIONS SARS-CoV-2 infection induces polyfunctional memory T cells detectable at 12 months postinfection, with higher frequency noted in those who experienced severe disease.
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Affiliation(s)
- Zhongyan Lu
- Department of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Eric D Laing
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Jarina Pena DaMata
- Department of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Katherine Pohida
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Marana S Tso
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Emily C Samuels
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Nusrat J Epsi
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Batsukh Dorjbal
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Camille Lake
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Stephanie A Richard
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Ryan C Maves
- Naval Medical Center San Diego, San Diego, California, USA
| | - David A Lindholm
- Brooke Army Medical Center, Joint Base San Antonio-Fort Sam Houston, San Antonio, Texas, USA
| | - Julia S Rozman
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Caroline English
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Nikhil Huprikar
- Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Katrin Mende
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Brooke Army Medical Center, Joint Base San Antonio-Fort Sam Houston, San Antonio, Texas, USA
| | - Rhonda E Colombo
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Madigan Army Medical Center, Tacoma, Washington, USA
| | | | - Christopher C Broder
- Department of Microbiology and Immunology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Anuradha Ganesan
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Charlotte A Lanteri
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Brian K Agan
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - David Tribble
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Mark P Simons
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Clifton L Dalgard
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Paul W Blair
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Austere Environments Consortium for Enhanced Sepsis Outcomes, Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Josh Chenoweth
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Austere Environments Consortium for Enhanced Sepsis Outcomes, Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Simon D Pollett
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Andrew L Snow
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Timothy H Burgess
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Allison M W Malloy
- Department of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
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13
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Richard SA, Epsi NJ, Pollett S, Lindholm DA, Malloy AMW, Maves R, Utz GC, Lalani T, Smith AG, Mody RM, Ganesan A, Colombo RE, Colombo CJ, Chi SW, Huprikar N, Larson DT, Bazan S, Madar C, Lanteri C, Rozman JS, English C, Mende K, Tribble DR, Agan BK, Burgess TH, Powers JH. Performance of the inFLUenza Patient-Reported Outcome Plus (FLU-PRO Plus) Instrument in Patients With Coronavirus Disease 2019. Open Forum Infect Dis 2021; 8:ofab517. [PMID: 34901299 DOI: 10.1093/ofid/ofab517] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 10/07/2021] [Indexed: 01/10/2023] Open
Abstract
Background The inFLUenza Patient-Reported Outcome Plus (FLU-PRO Plus) is a patient-reported outcome data collection instrument assessing symptoms of viral respiratory tract infections across 8 body systems. This study evaluated the measurement properties of FLU-PRO Plus in a study enrolling individuals with coronavirus disease 2019 (COVID-19). Methods Data from a prospective cohort study (EPICC) in US Military Health System beneficiaries evaluated for COVID-19 was utilized. Adults with symptomatic severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection with FLU-PRO Plus survey information within 1 week of symptom onset were included. Reliability of FLU-PRO Plus was estimated using intraclass correlation coefficient (ICC; 2 days' reproducibility). Known-groups validity was assessed using patient global assessment (PGA) of disease severity. Patient report of return to usual health was used to assess responsiveness (day 1-6/7). Results Two hundred twenty-six SARS-CoV-2-positive participants were included in the analysis. Reliability among those who reported no change in their symptoms from one day to the next was high for most domains (ICC range, 0.68-0.94 for day 1 to day 2). Construct validity was demonstrated by moderate to high correlation between the PGA rating of disease severity and domain and total scores (eg, total scores correlation: 0.69 [influenza-like illness severity], 0.69 [interference in daily activities], and -0.58 [physical health]). In addition, FLU-PRO Plus demonstrated good known-groups validity, with increasing domain and total scores observed with increasing severity ratings. Conclusions FLU-PRO Plus performs well in measuring signs and symptoms in SARS-CoV-2 infection with excellent construct validity, known-groups validity, and responsiveness to change. Standardized data collection instruments facilitate meta-analyses, vaccine effectiveness studies, and other COVID-19 research activities.
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Affiliation(s)
- Stephanie A Richard
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Nusrat J Epsi
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Simon Pollett
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - David A Lindholm
- Brooke Army Medical Center, Fort Sam Houston, Texas, USA.,Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Allison M W Malloy
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Ryan Maves
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,Naval Medical Center San Diego, San Diego, California, USA
| | - Gregory C Utz
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA.,Naval Medical Center San Diego, San Diego, California, USA
| | - Tahaniyat Lalani
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA.,Naval Medical Center Portsmouth, Portsmouth, Virginia, USA
| | - Alfred G Smith
- Naval Medical Center Portsmouth, Portsmouth, Virginia, USA
| | - Rupal M Mody
- William Beaumont Army Medical Center, El Paso, Texas, USA
| | - Anuradha Ganesan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA.,Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Rhonda E Colombo
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA.,Madigan Army Medical Center, Joint Base Lewis McChord, Washington, USA
| | - Christopher J Colombo
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,Madigan Army Medical Center, Joint Base Lewis McChord, Washington, USA
| | - Sharon W Chi
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA.,Tripler Army Medical Center, Honolulu, Hawaii, USA
| | - Nikhil Huprikar
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Derek T Larson
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,Fort Belvoir Community Hospital, Fort Belvoir, Virginia, USA
| | - Samantha Bazan
- Carl R. Darnall Army Medical Center, Fort Hood, Texas, USA
| | | | - Charlotte Lanteri
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Julia S Rozman
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Caroline English
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Katrin Mende
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA.,Brooke Army Medical Center, Fort Sam Houston, Texas, USA
| | - David R Tribble
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Brian K Agan
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.,The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, Maryland, USA
| | - Timothy H Burgess
- Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - John H Powers
- Clinical Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
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14
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Tong ST, Hochheimer CJ, Brooks EM, Sabo RT, Jiang V, Day T, Rozman JS, Kashiri PL, Krist AH. Chronic Opioid Prescribing in Primary Care: Factors and Perspectives. Ann Fam Med 2019; 17:200-206. [PMID: 31085523 PMCID: PMC6827634 DOI: 10.1370/afm.2357] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Revised: 10/30/2019] [Accepted: 11/30/2018] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Primary care clinicians write 45% of all opioid prescriptions in the United States, but little is known about the characteristics of patients who receive them and the clinicians who prescribe opioids in primary care settings. Our study aimed to describe the patient and clinician characteristics and clinicians' perspectives of chronic opioid prescribing in primary care. METHODS Using a mixed methods approach, we completed an analysis of 2016 electronic health records from 21 primary care practices to identify patients who had received chronic opioids, which we defined as in receipt of an opioid prescription for at least 3 consecutive months. We compared those receiving chronic opioids with those not in terms of their demographics, prescribing clinician characteristics, and risk factors for opioid-related harms, as identified by the Centers for Disease Control and Prevention Guideline on Opioid Prescribing for Chronic Pain. We then interviewed 16 primary care clinicians about their perspectives on chronic opioid prescribing. RESULTS Of 84,029 patients, 1.1% (902/84,929) received chronic opioid prescriptions. Characteristics associated with being prescribed chronic opioids include being female, being of black or African American race, and having risks for opioid-related harms, such as mental health diagnoses, substance use disorder, and concurrent benzodiazepine use. Clinicians report multiple difficulties in weaning patients from chronic opioids, including medical contraindications of nonopioid alternatives and difficulty justifying weaning by stable long-term patients. CONCLUSION Although patients prescribed opioids in primary care have higher risks of opioid-related harms, clinicians report multiple barriers in deprescribing chronic opioids. Future studies should examine strategies to mitigate these harms and engage patients in shared decision making about their chronic opioid use.
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Affiliation(s)
| | | | | | - Roy T Sabo
- Virginia Commonwealth University, Richmond, Virginia
| | - Vivian Jiang
- Virginia Commonwealth University, Richmond, Virginia
| | - Teresa Day
- Virginia Commonwealth University, Richmond, Virginia
| | | | | | - Alex H Krist
- Virginia Commonwealth University, Richmond, Virginia
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