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Ravanbakhsh N, Chapin CA, Li Y, Jhaveri R. "Where Did This Come From?": Antibiotic Prophylaxis in Biliary Atresia After Kasai Procedure. J Pediatric Infect Dis Soc 2024:piae028. [PMID: 38588463 DOI: 10.1093/jpids/piae028] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 03/25/2024] [Indexed: 04/10/2024]
Abstract
For patients with Biliary atresia, antibiotic prophylaxis after Kasai portoenterostomy is a common practice. Societal guidelines often cite one reference as supportive evidence for this practice. In this paper, we go back to review the quality of this evidence and suggest more research is required to demonstrate the efficacy of antibiotic prophylaxis in this population.
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Affiliation(s)
- Naseem Ravanbakhsh
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Catherine A Chapin
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Yun Li
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
- Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ravi Jhaveri
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
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2
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Razzaghi H, Forrest CB, Hirabayashi K, Wu Q, Allen AJ, Rao S, Chen Y, Bunnell HT, Chrischilles EA, Cowell LG, Cummins MR, Hanauer DA, Higginbotham M, Horne BD, Horowitz CR, Jhaveri R, Kim S, Mishkin A, Muszynski JA, Naggie S, Pajor NM, Paranjape A, Schwenk HT, Sills MR, Tedla YG, Williams DA, Bailey LC. Vaccine Effectiveness Against Long COVID in Children. Pediatrics 2024; 153:e2023064446. [PMID: 38225804 PMCID: PMC10979300 DOI: 10.1542/peds.2023-064446] [Citation(s) in RCA: 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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/15/2023] [Indexed: 01/17/2024] Open
Abstract
OBJECTIVES Vaccination reduces the risk of acute coronavirus disease 2019 (COVID-19) in children, but it is less clear whether it protects against long COVID. We estimated vaccine effectiveness (VE) against long COVID in children aged 5 to 17 years. METHODS This retrospective cohort study used data from 17 health systems in the RECOVER PCORnet electronic health record program for visits after vaccine availability. We examined both probable (symptom-based) and diagnosed long COVID after vaccination. RESULTS The vaccination rate was 67% in the cohort of 1 037 936 children. The incidence of probable long COVID was 4.5% among patients with COVID-19, whereas diagnosed long COVID was 0.8%. Adjusted vaccine effectiveness within 12 months was 35.4% (95 CI 24.5-44.7) against probable long COVID and 41.7% (15.0-60.0) against diagnosed long COVID. VE was higher for adolescents (50.3% [36.6-61.0]) than children aged 5 to 11 (23.8% [4.9-39.0]). VE was higher at 6 months (61.4% [51.0-69.6]) but decreased to 10.6% (-26.8% to 37.0%) at 18-months. CONCLUSIONS This large retrospective study shows moderate protective effect of severe acute respiratory coronavirus 2 vaccination against long COVID. The effect is stronger in adolescents, who have higher risk of long COVID, and wanes over time. Understanding VE mechanism against long COVID requires more study, including electronic health record sources and prospective data.
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Affiliation(s)
- Hanieh Razzaghi
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Christopher B. Forrest
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Pediatrics
| | - Kathryn Hirabayashi
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Qiong Wu
- Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Andrea J. Allen
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado
| | - Yong Chen
- Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - H. Timothy Bunnell
- Biomedical Research Informatics Center, Nemours Children’s Health, Wilmington, Delaware
| | | | - Lindsay G. Cowell
- Peter O’Donnell Jr School of Public Health; Department of Immunology, School of Biomedical Sciences, University of Texas Southwestern Medical Center, Dallas, Texas
| | | | - David A. Hanauer
- Department of Learning Health Sciences, University of Michigan, Ann Arbor, Michigan
| | - Miranda Higginbotham
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Benjamin D. Horne
- Intermountain Heart Institute, Intermountain Health, Salt Lake City, Utah
| | - Carol R. Horowitz
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York City, New York
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
| | - Susan Kim
- Division of Rheumatology, Benioff Children’s Hospital, University of California, San Francisco, San Francisco, California
| | - Aaron Mishkin
- Section of Infectious Diseases, Temple University Lewis Katz School of Medicine, Philadelphia, Pennsylvania
| | - Jennifer A. Muszynski
- Division of Critical Care Medicine, Department of Pediatrics, Nationwide Children’s Hospital, Columbus, Ohio
| | - Susanna Naggie
- Division of Infectious Diseases, Duke University School of Medicine, Duke Clinical Research Institute, Durham, North Carolina
| | - Nathan M. Pajor
- Division of Pulmonary Medicine, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Anuradha Paranjape
- Section of Infectious Diseases, Temple University Lewis Katz School of Medicine, Philadelphia, Pennsylvania
| | - Hayden T. Schwenk
- Division of Pediatric Infectious Diseases, Stanford School of Medicine, Palo Alto, California
| | | | - Yacob G. Tedla
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - David A. Williams
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - L. Charles Bailey
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Pediatrics
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Chen Y, Zhang D, Zhang B, Wu Q, Zhou T, Tong J, Lu Y, Chen J, Wang H, Chisolm D, Jhaveri R, Kenney R, Rothman R, Rao S, Williams D, Hornig M, Morris J, Forrest C. Racial/Ethnic Differences in Long-COVID-Associated Symptoms among Pediatrics Population: Findings from Difference-in-differences Analyses in RECOVER Program. Res Sq 2024:rs.3.rs-4151744. [PMID: 38585924 PMCID: PMC10996810 DOI: 10.21203/rs.3.rs-4151744/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Racial/ethnic differences are associated with the potential symptoms and conditions of post-acute sequelae SARS-CoV-2 infection (PASC) in adults. These differences may exist among children and warrant further exploration. We conducted a retrospective cohort study for children and adolescents under the age of 21 from the thirteen institutions in the RECOVER Initiative. The cohort is 225,723 patients with SARS-CoV-2 infection or COVID-19 diagnosis and 677,448 patients without SARS-CoV-2 infection or COVID-19 diagnosis between March 2020 and October 2022. The study compared minor racial/ethnic groups to Non-Hispanic White (NHW) individuals, stratified by severity during the acute phase of COVID-19. Within the severe group, Asian American/Pacific Islanders (AAPI) had a higher prevalence of fever/chills and respiratory symptoms, Hispanic patients showed greater hair loss prevalence in severe COVID-19 cases, while Non-Hispanic Black (NHB) patients had fewer skin symptoms in comparison to NHW patients. Within the non-severe group, AAPI patients had increased POTS/dysautonomia and respiratory symptoms, and NHB patients showed more cognitive symptoms than NHW patients. In conclusion, racial/ethnic differences related to COVID-19 exist among specific PASC symptoms and conditions in pediatrics, and these differences are associated with the severity of illness during acute COVID-19.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Deena Chisolm
- Abigail Wexner Research Institute Nationwide Children's Hospital
| | - Ravi Jhaveri
- Ann & Robert H. Lurie Children's Hospital of Chicago
| | | | | | - Suchitra Rao
- University of Colorado School of Medicine and Children's Hospital
| | | | - Mady Hornig
- Columbia University Mailman School of Public Health
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Toia J, Murtagh K, Heald L, Leake K, Jhaveri R. Advanced Practice Providers in Pediatric Infectious Diseases. J Pediatric Infect Dis Soc 2024; 13:228-231. [PMID: 38284231 DOI: 10.1093/jpids/piae008] [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] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 01/24/2024] [Indexed: 01/30/2024]
Abstract
Advanced Practice Providers (APPs) are a rapidly growing segment of the pediatric infectious diseases workforce. APPs offer many advantages to divisions that are struggling to counter a smaller fellowship applicant pool and faculty workforce transitions as a result of the pandemic. Many divisions still have yet to incorporate APPs into their inpatient or outpatient teams. This review will discuss the diverse pool of APPs, summarize how APPs are currently being used in the field, discuss the financial considerations of hiring APPs, and highlight future needs for embracing APPs as critical members of the pediatric ID workforce.
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Affiliation(s)
- Jacquie Toia
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Katie Murtagh
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Lynn Heald
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Katelyn Leake
- Division of Infectious Diseases, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Ravi Jhaveri
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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5
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Rao S, Gross RS, Mohandas S, Stein CR, Case A, Dreyer B, Pajor NM, Bunnell HT, Warburton D, Berg E, Overdevest JB, Gorelik M, Milner J, Saxena S, Jhaveri R, Wood JC, Rhee KE, Letts R, Maughan C, Guthe N, Castro-Baucom L, Stockwell MS. Postacute Sequelae of SARS-CoV-2 in Children. Pediatrics 2024; 153:e2023062570. [PMID: 38321938 PMCID: PMC10904902 DOI: 10.1542/peds.2023-062570] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/01/2023] [Indexed: 02/08/2024] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic has caused significant medical, social, and economic impacts globally, both in the short and long term. Although most individuals recover within a few days or weeks from an acute infection, some experience longer lasting effects. Data regarding the postacute sequelae of severe acute respiratory syndrome coronavirus 2 infection (PASC) in children, or long COVID, are only just emerging in the literature. These symptoms and conditions may reflect persistent symptoms from acute infection (eg, cough, headaches, fatigue, and loss of taste and smell), new symptoms like dizziness, or exacerbation of underlying conditions. Children may develop conditions de novo, including postural orthostatic tachycardia syndrome, myalgic encephalomyelitis/chronic fatigue syndrome, autoimmune conditions and multisystem inflammatory syndrome in children. This state-of-the-art narrative review provides a summary of our current knowledge about PASC in children, including prevalence, epidemiology, risk factors, clinical characteristics, underlying mechanisms, and functional outcomes, as well as a conceptual framework for PASC based on the current National Institutes of Health definition. We highlight the pediatric components of the National Institutes of Health-funded Researching COVID to Enhance Recovery Initiative, which seeks to characterize the natural history, mechanisms, and long-term health effects of PASC in children and young adults to inform future treatment and prevention efforts. These initiatives include electronic health record cohorts, which offer rapid assessments at scale with geographical and demographic diversity, as well as longitudinal prospective observational cohorts, to estimate disease burden, illness trajectory, pathobiology, and clinical manifestations and outcomes.
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Affiliation(s)
- Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado
| | - Rachel S. Gross
- Departments of Pediatrics
- Population Health, NYU Grossman School of Medicine, New York, New York
| | - Sindhu Mohandas
- Division of Infectious Diseases
- Department of Pediatrics and Radiology, Children’s Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Cheryl R. Stein
- Child and Adolescent Psychiatry, New York University Grossman School of Medicine, New York, New York
| | - Abigail Case
- Department of Pediatrics and Rehabilitation Medicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Benard Dreyer
- Department of Pediatrics and Radiology, Children’s Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Nathan M. Pajor
- Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - H. Timothy Bunnell
- Biomedical Research Informatics Center, Nemours Children’s Health, Nemours Children’s Hospital, Delaware, Wilmington, Delaware
| | - David Warburton
- Department of Pediatrics and Radiology, Children’s Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Elizabeth Berg
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, New York
| | - Jonathan B. Overdevest
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, New York
| | - Mark Gorelik
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, New York
| | - Joshua Milner
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, New York
| | - Sejal Saxena
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, New York
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - John C. Wood
- Department of Pediatrics and Radiology, Children’s Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Kyung E. Rhee
- Department of Pediatrics, University of California, San Diego, School of Medicine, San Diego, California
| | - Rebecca Letts
- Population Health, NYU Grossman School of Medicine, New York, New York
| | - Christine Maughan
- Population Health, NYU Grossman School of Medicine, New York, New York
| | - Nick Guthe
- Population Health, NYU Grossman School of Medicine, New York, New York
| | | | - Melissa S. Stockwell
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, New York
- Department of Population and Family Health, Columbia University Mailman School of Public Health, New York, New York
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6
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Chatterjee A, Ambrose K, Canaday DH, Delair S, Ezike N, Huber VC, Jhaveri R, Nyquist AC, Sporer A, Varman M, Vivekanandan R, Wojcik R, Jandhyala R. The association between influenza vaccine effectiveness and egg-based manufacturing technology: literature review and US expert consensus. Curr Med Res Opin 2024; 40:335-343. [PMID: 38054898 DOI: 10.1080/03007995.2023.2284386] [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] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 11/13/2023] [Indexed: 12/07/2023]
Abstract
BACKGROUND Influenza is associated with significant disease burden in the US and is currently best controlled by vaccination programs. Influenza vaccine effectiveness (VE) is low and may be reduced by several factors, including egg adaptations. Although non-egg-based influenza vaccines reportedly have greater VE in egg-adapted seasons, evidence for egg adaptations' reduction of VE is indirect and dissociated, apart from two previous European consensuses. METHODS This study replicated the methodology used in a 2020 literature review and European consensus, providing an updated review and consensus opinion of 10 US experts on the evidence for a mechanistic basis for reduction of VE due to egg-based manufacturing methods. A mechanistic basis was assumed if sufficient evidence was found for underlying principles proposed to give rise to such an effect. Evidence for each principle was brought forward from the 2020 review and identified here by structured literature review and expert panel. Experts rated the strength of support for each principle and a mechanistic basis for reduction of VE due to egg-based influenza vaccine manufacture in a consensus method (consensus for strong/very strong evidence = ≥ 3.5 on 5-point Likert scale). RESULTS Experts assessed 251 references (from previous study: 185; this study: 66). The majority of references for all underlying principles were rated as strong or very strong supporting evidence (52-86%). Global surveillance, WHO candidate vaccine virus selection, and manufacturing stages involving eggs were identified as most likely to impact influenza VE. CONCLUSION After review of extensive evidence for reduction of VE due to egg-based influenza vaccine manufacture, influenza experts in the US joined those in Europe in unanimous agreement for a mechanistic basis for the effect. Vaccine providers and administrators should consider use of non-egg-based influenza vaccine manufacture to reduce the risk of egg adaptations and likely impact on VE.
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Affiliation(s)
- Archana Chatterjee
- Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | | | | | | | | | | | - Ravi Jhaveri
- Feinberg School of Medicine, Northwestern, IL, USA
| | | | | | | | | | | | - Ravi Jandhyala
- Medialis Ltd, Milton Keynes, UK
- King's College London, London, UK
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7
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Wu Q, Tong J, Zhang B, Zhang D, Chen J, Lei Y, Lu Y, Wang Y, Li L, Shen Y, Xu J, Bailey LC, Bian J, Christakis DA, Fitzgerald ML, Hirabayashi K, Jhaveri R, Khaitan A, Lyu T, Rao S, Razzaghi H, Schwenk HT, Wang F, Gage Witvliet MI, Tchetgen Tchetgen EJ, Morris JS, Forrest CB, Chen Y. Real-World Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents. Ann Intern Med 2024; 177:165-176. [PMID: 38190711 DOI: 10.7326/m23-1754] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2024] Open
Abstract
BACKGROUND The efficacy of the BNT162b2 vaccine in pediatrics was assessed by randomized trials before the Omicron variant's emergence. The long-term durability of vaccine protection in this population during the Omicron period remains limited. OBJECTIVE To assess the effectiveness of BNT162b2 in preventing infection and severe diseases with various strains of the SARS-CoV-2 virus in previously uninfected children and adolescents. DESIGN Comparative effectiveness research accounting for underreported vaccination in 3 study cohorts: adolescents (12 to 20 years) during the Delta phase and children (5 to 11 years) and adolescents (12 to 20 years) during the Omicron phase. SETTING A national collaboration of pediatric health systems (PEDSnet). PARTICIPANTS 77 392 adolescents (45 007 vaccinated) during the Delta phase and 111 539 children (50 398 vaccinated) and 56 080 adolescents (21 180 vaccinated) during the Omicron phase. INTERVENTION First dose of the BNT162b2 vaccine versus no receipt of COVID-19 vaccine. MEASUREMENTS Outcomes of interest include documented infection, COVID-19 illness severity, admission to an intensive care unit (ICU), and cardiac complications. The effectiveness was reported as (1-relative risk)*100, with confounders balanced via propensity score stratification. RESULTS During the Delta period, the estimated effectiveness of the BNT162b2 vaccine was 98.4% (95% CI, 98.1% to 98.7%) against documented infection among adolescents, with no statistically significant waning after receipt of the first dose. An analysis of cardiac complications did not suggest a statistically significant difference between vaccinated and unvaccinated groups. During the Omicron period, the effectiveness against documented infection among children was estimated to be 74.3% (CI, 72.2% to 76.2%). Higher levels of effectiveness were seen against moderate or severe COVID-19 (75.5% [CI, 69.0% to 81.0%]) and ICU admission with COVID-19 (84.9% [CI, 64.8% to 93.5%]). Among adolescents, the effectiveness against documented Omicron infection was 85.5% (CI, 83.8% to 87.1%), with 84.8% (CI, 77.3% to 89.9%) against moderate or severe COVID-19, and 91.5% (CI, 69.5% to 97.6%) against ICU admission with COVID-19. The effectiveness of the BNT162b2 vaccine against the Omicron variant declined 4 months after the first dose and then stabilized. The analysis showed a lower risk for cardiac complications in the vaccinated group during the Omicron variant period. LIMITATION Observational study design and potentially undocumented infection. CONCLUSION This study suggests that BNT162b2 was effective for various COVID-19-related outcomes in children and adolescents during the Delta and Omicron periods, and there is some evidence of waning effectiveness over time. PRIMARY FUNDING SOURCE National Institutes of Health.
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Affiliation(s)
- Qiong Wu
- The Center for Health Analytics and Synthesis of Evidence (CHASE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania (Q.W., J.T., D.Z., J.C., Y.Lei, Y.W.)
| | - Jiayi Tong
- The Center for Health Analytics and Synthesis of Evidence (CHASE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania (Q.W., J.T., D.Z., J.C., Y.Lei, Y.W.)
| | - Bingyu Zhang
- The Center for Health Analytics and Synthesis of Evidence (CHASE), The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Philadelphia, Pennsylvania (B.Z., Y.Lu, L.L., Y.S.)
| | - Dazheng Zhang
- The Center for Health Analytics and Synthesis of Evidence (CHASE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania (Q.W., J.T., D.Z., J.C., Y.Lei, Y.W.)
| | - Jiajie Chen
- The Center for Health Analytics and Synthesis of Evidence (CHASE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania (Q.W., J.T., D.Z., J.C., Y.Lei, Y.W.)
| | - Yuqing Lei
- The Center for Health Analytics and Synthesis of Evidence (CHASE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania (Q.W., J.T., D.Z., J.C., Y.Lei, Y.W.)
| | - Yiwen Lu
- The Center for Health Analytics and Synthesis of Evidence (CHASE), The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Philadelphia, Pennsylvania (B.Z., Y.Lu, L.L., Y.S.)
| | - Yudong Wang
- The Center for Health Analytics and Synthesis of Evidence (CHASE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania (Q.W., J.T., D.Z., J.C., Y.Lei, Y.W.)
| | - Lu Li
- The Center for Health Analytics and Synthesis of Evidence (CHASE), The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Philadelphia, Pennsylvania (B.Z., Y.Lu, L.L., Y.S.)
| | - Yishan Shen
- The Center for Health Analytics and Synthesis of Evidence (CHASE), The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Philadelphia, Pennsylvania (B.Z., Y.Lu, L.L., Y.S.)
| | - Jie Xu
- Department of Health Outcomes Biomedical Informatics, University of Florida, Gainesville, Florida (J.X., J.B., T.L.)
| | - L Charles Bailey
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania (L.C.B., K.H., H.R., C.B.F.)
| | - Jiang Bian
- Department of Health Outcomes Biomedical Informatics, University of Florida, Gainesville, Florida (J.X., J.B., T.L.)
| | - Dimitri A Christakis
- Center for Child Health, Behavior, and Development, Seattle Children's Research Institute, Seattle, Washington (D.A.C.)
| | - Megan L Fitzgerald
- Department of Medicine, Grossman School of Medicine, New York University, New York, New York (M.L.F.)
| | - Kathryn Hirabayashi
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania (L.C.B., K.H., H.R., C.B.F.)
| | - Ravi Jhaveri
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois (R.J.)
| | - Alka Khaitan
- Department of Pediatrics, Ryan White Center for Pediatric Infectious Diseases and Global Health, Indiana University School of Medicine, Indianapolis, Indiana (A.K.)
| | - Tianchen Lyu
- Department of Health Outcomes Biomedical Informatics, University of Florida, Gainesville, Florida (J.X., J.B., T.L.)
| | - Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado (S.R.)
| | - Hanieh Razzaghi
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania (L.C.B., K.H., H.R., C.B.F.)
| | - Hayden T Schwenk
- Department of Pediatrics, Stanford School of Medicine, Stanford, California (H.T.S.)
| | - Fei Wang
- Department of Population Health Sciences, Weill Cornell Medicine, New York, New York (F.W.)
| | - Margot I Gage Witvliet
- Department of Sociology, Social Work and Criminal Justice, Lamar University, Beaumont, Texas (M.I.G.W.)
| | - Eric J Tchetgen Tchetgen
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania (E.J.T.T., J.S.M.)
| | - Jeffrey S Morris
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania (E.J.T.T., J.S.M.)
| | - Christopher B Forrest
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania (L.C.B., K.H., H.R., C.B.F.)
| | - Yong Chen
- The Center for Health Analytics and Synthesis of Evidence (CHASE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, and The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Leonard Davis Institute of Health Economics, Penn Medicine Center for Evidence-based Practice (CEP), and Penn Institute for Biomedical Informatics (IBI), Philadelphia, Pennsylvania (Y.C.)
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8
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Shteynberg E, Sun S, Jhaveri R, Patel SJ. Post-Exposure Prophylaxis for Varicella-Zoster Virus Exposure in High-Risk Children. J Pediatric Infect Dis Soc 2024; 13:69-74. [PMID: 37988587 DOI: 10.1093/jpids/piad103] [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] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 11/20/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND Post-exposure prophylaxis (PEP) with varicella immunoglobulin is recommended to minimize risk of varicella complications for high-risk children. However, providers frequently use alternatives like acyclovir or intravenous immunoglobulin. METHODS A retrospective cohort study was conducted of PEP for varicella in children from January 2009 to December 2019. Data were provided by 47 children's hospitals who participate in the Pediatric Health Information Systems database. Patients with clinical encounters for varicella exposure were reviewed. Choice of varicella PEP regimens, including differences by underlying condition and institution, and incidence of varicella disease were determined. RESULTS A total of 1704 patients with first clinical encounters for varicella met inclusion criteria. Of these patients, 509 (29.9%) were prescribed PEP after varicella exposure, and 65 (3.8%) ultimately had a subsequent encounter for varicella disease. Of 509 patients who received PEP, acyclovir was most frequently prescribed (n = 195, 38.3%), followed by varicella immunoglobulin (n = 146, 28.7%), IVIG (n = 115, 22.6%), and combination therapy (n = 53, 10.4%). The highest proportion of varicella immunoglobulin use (10/20, 50%) was amongst children with diagnoses of rheumatological/gastrointestinal conditions. The highest proportion of acyclovir use (29/684, 4.2%) was amongst children with diagnoses of oncology/stem cell transplant conditions. The proportion of patients who subsequently had clinical encounters for varicella disease was highest for Acyclovir (30/195, 15.4%) followed by varicella immunoglobulin (5/146, 3.4%), combination therapy (2/53, 3.8%), and intravenous immunoglobulin alone (0/115) (P < .0001). CONCLUSIONS Varicella PEP in high-risk children was highly varied among children's hospitals. In our dataset, use of acyclovir was associated with a higher rate of subsequent encounters for Varicella disease.
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Affiliation(s)
- Emily Shteynberg
- Division of Pediatric Infectious Disease, Ann & Robert H. Lurie Children's Hospital, Chicago, Illinois, USA
- Northwestern University, Evanston, Illinois, USA
| | - Shan Sun
- Division of Pediatric Infectious Disease, Ann & Robert H. Lurie Children's Hospital, Chicago, Illinois, USA
| | - Ravi Jhaveri
- Division of Pediatric Infectious Disease, Ann & Robert H. Lurie Children's Hospital, Chicago, Illinois, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Sameer J Patel
- Division of Pediatric Infectious Disease, Ann & Robert H. Lurie Children's Hospital, Chicago, Illinois, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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9
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Jing N, Liu X, Wu Q, Rao S, Mejias A, Maltenfort M, Schuchard J, Lorman V, Razzaghi H, Webb R, Zhou C, Jhaveri R, Lee GM, Pajor NM, Thacker D, Charles Bailey L, Forrest CB, Chen Y. Development and validation of a federated learning framework for detection of subphenotypes of multisystem inflammatory syndrome in children. medRxiv 2024:2024.01.26.24301827. [PMID: 38343837 PMCID: PMC10854314 DOI: 10.1101/2024.01.26.24301827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/19/2024]
Abstract
Background Multisystem inflammatory syndrome in children (MIS-C) is a severe post-acute sequela of SARS-CoV-2 infection. The highly diverse clinical features of MIS-C necessities characterizing its features by subphenotypes for improved recognition and treatment. However, jointly identifying subphenotypes in multi-site settings can be challenging. We propose a distributed multi-site latent class analysis (dMLCA) approach to jointly learn MIS-C subphenotypes using data across multiple institutions. Methods We used data from the electronic health records (EHR) systems across nine U.S. children's hospitals. Among the 3,549,894 patients, we extracted 864 patients < 21 years of age who had received a diagnosis of MIS-C during an inpatient stay or up to one day before admission. Using MIS-C conditions, laboratory results, and procedure information as input features for the patients, we applied our dMLCA algorithm and identified three MIS-C subphenotypes. As validation, we characterized and compared more granular features across subphenotypes. To evaluate the specificity of the identified subphenotypes, we further compared them with the general subphenotypes identified in the COVID-19 infected patients. Findings Subphenotype 1 (46.1%) represents patients with a mild manifestation of MIS-C not requiring intensive care, with minimal cardiac involvement. Subphenotype 2 (25.3%) is associated with a high risk of shock, cardiac and renal involvement, and an intermediate risk of respiratory symptoms. Subphenotype 3 (28.6%) represents patients requiring intensive care, with a high risk of shock and cardiac involvement, accompanied by a high risk of >4 organ system being impacted. Importantly, for hospital-specific clinical decision-making, our algorithm also revealed a substantial heterogeneity in relative proportions of these three subtypes across hospitals. Properly accounting for such heterogeneity can lead to accurate characterization of the subphenotypes at the patient-level. Interpretation Our identified three MIS-C subphenotypes have profound implications for personalized treatment strategies, potentially influencing clinical outcomes. Further, the proposed algorithm facilitates federated subphenotyping while accounting for the heterogeneity across hospitals.
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Affiliation(s)
- Naimin Jing
- Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA
- Current affiliation: Biostatistics and Research Decision Sciences, Merck & Co., Inc, Kenilworth, NJ
| | - Xiaokang Liu
- Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA
| | - Qiong Wu
- Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA
| | - Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO
| | - Asuncion Mejias
- Division of Infectious Diseases, Department of Pediatrics, Nationwide Children’s Hospital and The Ohio State University, Columbus, OH
| | - Mitchell Maltenfort
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Julia Schuchard
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Vitaly Lorman
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Hanieh Razzaghi
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Ryan Webb
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Chuan Zhou
- Center for Child Health, Behavior and Development, Seattle Children’s Hospital, Seattle, WA
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
| | - Grace M. Lee
- Department of Pediatrics (Infectious Diseases), Stanford University School of Medicine, Stanford, CA
| | - Nathan M. Pajor
- Division of Pulmonary Medicine, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, OH
| | - Deepika Thacker
- Division of Cardiology, Nemours Children’s Health, Wilmington, DE
| | - L. Charles Bailey
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, PA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Christopher B. Forrest
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, PA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Yong Chen
- Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA
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10
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Li CN, Jhaveri R. Funding and Resourcing Quality Improvement Effort in Infectious Diseases. Clin Infect Dis 2024:ciae008. [PMID: 38194694 DOI: 10.1093/cid/ciae008] [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] [Received: 12/01/2023] [Revised: 12/26/2023] [Accepted: 01/05/2024] [Indexed: 01/11/2024] Open
Abstract
Infectious diseases physicians are frequently called upon to perform quality improvement and patient safety (QIPS) work. We describe a newly created faculty position at our institution that allows a faculty member with graduate training in quality and safety methodologies to address QIPS priorities at both the division and hospital level.
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Affiliation(s)
- Caitlin Naureckas Li
- Division of Infectious Diseases, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Center for Quality and Safety, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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11
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Saleh E, Jhaveri R. Earlier Testing of Infants With Perinatal Hepatitis C Exposure: A Key Step Toward Elimination. Pediatrics 2024; 153:e2023064242. [PMID: 37909208 DOI: 10.1542/peds.2023-064242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/12/2023] [Indexed: 11/02/2023] Open
Affiliation(s)
- Ezzeldin Saleh
- Division of Pediatric Infectious Diseases, Southern Illinois University School of Medicine, Springfield, Illinois
| | - Ravi Jhaveri
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children''s Hospital of Chicago, Chicago, Illinois
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
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12
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Muller WJ, Jhaveri R, Heald-Sargent T, Macy ML, Heard-Garris N, Shah S, Paquette E. A pilot recruitment strategy to enhance ethical and equitable access to Covid-19 pediatric vaccine trials. Clin Trials 2023:17407745231217299. [PMID: 38140914 DOI: 10.1177/17407745231217299] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2023]
Abstract
BACKGROUND/AIMS The SARS-CoV-2 pandemic disproportionately impacted communities with lower access to health care in the United States, particularly before vaccines were widely available. These same communities are often underrepresented in clinical trials. Efforts to ensure equitable enrollment of participants in trials related to treatment and prevention of Covid-19 can raise concerns about exploitation if communities with lower access to health care are targeted for recruitment. METHODS To enhance equity while avoiding exploitation, our site developed and implemented a three-part recruitment strategy for pediatric Covid-19 vaccine studies. First, we publicized a registry for potentially interested participants. Next, we applied public health community and social vulnerability indices to categorize the residence of families who had signed up for the registry into three levels to reflect the relative impact of the pandemic on their community: high, medium, and low. Finally, we preferentially offered study participation to interested families living in areas categorized by these indices as having high impact of the Covid-19 pandemic on their community. RESULTS This approach allowed us to meet goals for study recruitment based on public health metrics related to disease burden, which contributed to a racially diverse study population that mirrored the surrounding community demographics. While this three-part recruitment strategy improved representation of minoritized groups from areas heavily impacted by the Covid-19 pandemic, important limitations were identified that would benefit from further study. CONCLUSION Future use of this approach to enhance equitable access to research while avoiding exploitation should test different methods to build trust and communicate with underserved communities more effectively.
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Affiliation(s)
- William J Muller
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Taylor Heald-Sargent
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Michelle L Macy
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Nia Heard-Garris
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of Advanced General Pediatrics & Primary Care, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research and Evaluation Center, Stanley Manne Children's Research Institute, Chicago, IL, USA
| | - Seema Shah
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of Advanced General Pediatrics & Primary Care, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research and Evaluation Center, Stanley Manne Children's Research Institute, Chicago, IL, USA
| | - Erin Paquette
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of Pediatric Critical Care Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
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13
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Rao S, Jing N, Liu X, Lorman V, Maltenfort M, Schuchard J, Wu Q, Tong J, Razzaghi H, Mejias A, Lee GM, Pajor NM, Schulert GS, Thacker D, Jhaveri R, Christakis DA, Bailey LC, Forrest CB, Chen Y. Spectrum of severity of multisystem inflammatory syndrome in children: an EHR-based cohort study from the RECOVER program. Sci Rep 2023; 13:21005. [PMID: 38017007 PMCID: PMC10684592 DOI: 10.1038/s41598-023-47655-y] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 11/16/2023] [Indexed: 11/30/2023] Open
Abstract
Multi-system inflammatory syndrome in children (MIS-C) is a severe post-acute sequela of SARS-CoV-2 infection in children, and there is a critical need to unfold its highly heterogeneous disease patterns. Our objective was to characterize the illness spectrum of MIS-C for improved recognition and management. We conducted a retrospective cohort study using data from March 1, 2020-September 30, 2022, in 8 pediatric medical centers from PEDSnet. We included 1139 children hospitalized with MIS-C and used their demographics, symptoms, conditions, laboratory values, and medications for analyses. We applied heterogeneity-adaptive latent class analyses and identified three latent classes. We further characterized the sociodemographic and clinical characteristics of the latent classes and evaluated their temporal patterns. Class 1 (47.9%) represented children with the most severe presentation, with more admission to the ICU, higher inflammatory markers, hypotension/shock/dehydration, cardiac involvement, acute kidney injury and respiratory involvement. Class 2 (23.3%) represented a moderate presentation, with 4-6 organ systems involved, and some overlapping features with acute COVID-19. Class 3 (28.8%) represented a mild presentation. Our results indicated that MIS-C has a spectrum of clinical severity ranging from mild to severe and the proportion of severe or critical MIS-C decreased over time.
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Affiliation(s)
- Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, 13123 E 16th Ave Box 090, Aurora, CO, 80045, USA.
| | - Naimin Jing
- Department of Biostatistics, Epidemiology and Informatics, The Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Blockley Hall 602, Philadelphia, PA, 19104, USA
- Biostatistics and Research Decision Sciences, Merck & Co., Inc, Kenilworth, NJ, USA
| | - Xiaokang Liu
- Department of Biostatistics, Epidemiology and Informatics, The Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Blockley Hall 602, Philadelphia, PA, 19104, USA
| | - Vitaly Lorman
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Mitchell Maltenfort
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Julia Schuchard
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Qiong Wu
- Department of Biostatistics, Epidemiology and Informatics, The Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Blockley Hall 602, Philadelphia, PA, 19104, USA
| | - Jiayi Tong
- Department of Biostatistics, Epidemiology and Informatics, The Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Blockley Hall 602, Philadelphia, PA, 19104, USA
| | - Hanieh Razzaghi
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Asuncion Mejias
- Division of Infectious Diseases, Department of Pediatrics, Nationwide Children's Hospital and The Ohio State University, Columbus, OH, USA
| | - Grace M Lee
- Department of Pediatrics (Infectious Diseases), Stanford University School of Medicine, Stanford, CA, USA
| | - Nathan M Pajor
- Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Grant S Schulert
- Division of Rheumatology, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Deepika Thacker
- Division of Cardiology, Nemours Children's Health, Wilmington, DE, USA
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Dimitri A Christakis
- Center for Child Health, Behavior and Development, Seattle Children's Hospital, Seattle, WA, USA
| | - L Charles Bailey
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Christopher B Forrest
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Yong Chen
- Department of Biostatistics, Epidemiology and Informatics, The Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Blockley Hall 602, Philadelphia, PA, 19104, USA.
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14
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Wu Q, Tong J, Zhang B, Zhang D, Chen J, Lei Y, Lu Y, Wang Y, Li L, Shen Y, Xu J, Bailey LC, Bian J, Christakis DA, Fitzgerald ML, Hirabayashi K, Jhaveri R, Khaitan A, Lyu T, Rao S, Razzaghi H, Schwenk HT, Wang F, Witvliet MI, Tchetgen EJT, Morris JS, Forrest CB, Chen Y. Real-world Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents. medRxiv 2023:2023.06.16.23291515. [PMID: 38014095 PMCID: PMC10680874 DOI: 10.1101/2023.06.16.23291515] [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] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Background The efficacy of the BNT162b2 vaccine in pediatrics was assessed by randomized trials before the Omicron variant's emergence. The long-term durability of vaccine protection in this population during the Omicron period remains limited. Objective To assess the effectiveness of BNT162b2 in preventing infection and severe diseases with various strains of the SARS-CoV-2 virus in previously uninfected children and adolescents. Design Comparative effectiveness research accounting for underreported vaccination in three study cohorts: adolescents (12 to 20 years) during the Delta phase, children (5 to 11 years) and adolescents (12 to 20 years) during the Omicron phase. Setting A national collaboration of pediatric health systems (PEDSnet). Participants 77,392 adolescents (45,007 vaccinated) in the Delta phase, 111,539 children (50,398 vaccinated) and 56,080 adolescents (21,180 vaccinated) in the Omicron period. Exposures First dose of the BNT162b2 vaccine vs. no receipt of COVID-19 vaccine. Measurements Outcomes of interest include documented infection, COVID-19 illness severity, admission to an intensive care unit (ICU), and cardiac complications. The effectiveness was reported as (1-relative risk)*100% with confounders balanced via propensity score stratification. Results During the Delta period, the estimated effectiveness of BNT162b2 vaccine was 98.4% (95% CI, 98.1 to 98.7) against documented infection among adolescents, with no significant waning after receipt of the first dose. An analysis of cardiac complications did not find an increased risk after vaccination. During the Omicron period, the effectiveness against documented infection among children was estimated to be 74.3% (95% CI, 72.2 to 76.2). Higher levels of effectiveness were observed against moderate or severe COVID-19 (75.5%, 95% CI, 69.0 to 81.0) and ICU admission with COVID-19 (84.9%, 95% CI, 64.8 to 93.5). Among adolescents, the effectiveness against documented Omicron infection was 85.5% (95% CI, 83.8 to 87.1), with 84.8% (95% CI, 77.3 to 89.9) against moderate or severe COVID-19, and 91.5% (95% CI, 69.5 to 97.6)) against ICU admission with COVID-19. The effectiveness of the BNT162b2 vaccine against the Omicron variant declined after 4 months following the first dose and then stabilized. The analysis revealed a lower risk of cardiac complications in the vaccinated group during the Omicron variant period. Limitations Observational study design and potentially undocumented infection. Conclusions Our study suggests that BNT162b2 was effective for various COVID-19-related outcomes in children and adolescents during the Delta and Omicron periods, and there is some evidence of waning effectiveness over time. Primary Funding Source National Institutes of Health.
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Affiliation(s)
- Qiong Wu
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Jiayi Tong
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Bingyu Zhang
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Dazheng Zhang
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Jiajie Chen
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Yuqing Lei
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Yiwen Lu
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Yudong Wang
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Lu Li
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Yishan Shen
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Jie Xu
- Department of Health Outcomes Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | - L. Charles Bailey
- Applied Clinical Research Center, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Jiang Bian
- Department of Health Outcomes Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | - Dimitri A. Christakis
- Center for Child Health, Behavior, and Development, Seattle Children’s Research Institute, Seattle, WA, USA
| | - Megan L. Fitzgerald
- Department of Medicine, Grossman School of Medicine, New York University, New York, NY, USA
| | - Kathryn Hirabayashi
- Applied Clinical Research Center, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ravi Jhaveri
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA
| | - Alka Khaitan
- Department of Pediatrics, Ryan White Center for Pediatric Infectious Diseases and Global Health, Indiana University School of Medicine, IN, USA
| | - Tianchen Lyu
- Department of Health Outcomes Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | - Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, CO, USA
| | - Hanieh Razzaghi
- Applied Clinical Research Center, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Hayden T. Schwenk
- Department of Pediatrics, Stanford School of Medicine, Stanford, CA, USA
| | - Fei Wang
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Margot I. Witvliet
- Department of Sociology, Social Work and Criminal Justice, Lamar University, Beaumont, TX, USA
| | - Eric J. Tchetgen Tchetgen
- Department of Statistics and Data Science, The Wharton School, The University of Pennsylvania, PA, USA
| | - Jeffrey S. Morris
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Christopher B. Forrest
- Applied Clinical Research Center, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Yong Chen
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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15
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Razzaghi H, Forrest CB, Hirabayashi K, Wu Q, Allen A, Rao S, Chen Y, Bunnell HT, Chrischilles EA, Cowell LG, Cummins MR, Hanauer DA, Higginbotham M, Horne BD, Horowitz CR, Jhaveri R, Kim S, Mishkin A, Muszynski JA, Naggie S, Pajor NM, Paranjape A, Schwenk HT, Sills MR, Tedla YG, Williams DA, Bailey C. Vaccine Effectiveness Against Long COVID in Children: A Report from the RECOVER EHR Cohort. medRxiv 2023:2023.09.27.23296100. [PMID: 37808803 PMCID: PMC10557822 DOI: 10.1101/2023.09.27.23296100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Objective Vaccination reduces the risk of acute COVID-19 in children, but it is less clear whether it protects against long COVID. We estimated vaccine effectiveness (VE) against long COVID in children aged 5-17 years. Methods This retrospective cohort study used data from 17 health systems in the RECOVER PCORnet electronic health record (EHR) Program for visits between vaccine availability, and October 29, 2022. Conditional logistic regression was used to estimate VE against long COVID with matching on age group (5-11, 12-17) and time period and adjustment for sex, ethnicity, health system, comorbidity burden, and pre-exposure health care utilization. We examined both probable (symptom-based) and diagnosed long COVID in the year following vaccination. Results The vaccination rate was 56% in the cohort of 1,037,936 children. The incidence of probable long COVID was 4.5% among patients with COVID-19, while diagnosed long COVID was 0.7%. Adjusted vaccine effectiveness within 12 months was 35.4% (95 CI 24.5 - 44.5) against probable long COVID and 41.7% (15.0 - 60.0) against diagnosed long COVID. VE was higher for adolescents 50.3% [36.3 - 61.0]) than children aged 5-11 (23.8% [4.9 - 39.0]). VE was higher at 6 months (61.4% [51.0 - 69.6]) but decreased to 10.6% (-26.8 - 37.0%) at 18-months. Discussion This large retrospective study shows a moderate protective effect of SARS-CoV-2 vaccination against long COVID. The effect is stronger in adolescents, who have higher risk of long COVID, and wanes over time. Understanding VE mechanism against long COVID requires more study, including EHR sources and prospective data. Article Summary Vaccination against COVID-19 has a protective effect against long COVID in children and adolescents. The effect wanes over time but remains significant at 12 months. What’s Known on This Subject Vaccines reduce the risk and severity of COVID-19 in children. There is evidence for reduced long COVID risk in adults who are vaccinated, but little information about similar effects for children and adolescents, who have distinct forms of long COVID. What This Study Adds Using electronic health records from US health systems, we examined large cohorts of vaccinated and unvaccinated patients <18 years old and show that vaccination against COVID-19 is associated with reduced risk of long COVID for at least 12 months. Contributors’ Statement Drs. Hanieh Razzaghi and Charles Bailey conceptualized and designed the study, supervised analyses, drafted the initial manuscript, and critically reviewed and revised the manuscript.Drs. Christopher Forrest and Yong Chen designed the study and critically reviewed and revised the manuscript.Ms. Kathryn Hirabayashi, Ms. Andrea Allen, and Dr. Qiong Wu conducted analyses, and critically reviewed and revised the manuscript.Drs. Suchitra Rao, H Timothy Bunnell, Elizabeth A. Chrischilles, Lindsay G. Cowell, Mollie R. Cummins, David A. Hanauer, Benjamin D. Horne, Carol R. Horowitz, Ravi Jhaveri, Susan Kim, Aaron Mishkin, Jennifer A. Muszynski, Susanna Nagie, Nathan M. Pajor, Anuradha Paranjape, Hayden T. Schwenk, Marion R. Sills, Yacob G. Tedla, David A. Williams, and Ms. Miranda Higginbotham critically reviewed and revised the manuscript.All authors approved the final manuscript as submitted and agree to be accountable for all aspects of the work. Authorship statement Authorship has been determined according to ICMJE recommendations.
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Lorman V, Razzaghi H, Song X, Morse K, Utidjian L, Allen AJ, Rao S, Rogerson C, Bennett TD, Morizono H, Eckrich D, Jhaveri R, Huang Y, Ranade D, Pajor N, Lee GM, Forrest CB, Bailey LC. A machine learning-based phenotype for long COVID in children: An EHR-based study from the RECOVER program. PLoS One 2023; 18:e0289774. [PMID: 37561683 PMCID: PMC10414557 DOI: 10.1371/journal.pone.0289774] [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: 02/24/2023] [Accepted: 07/25/2023] [Indexed: 08/12/2023] Open
Abstract
As clinical understanding of pediatric Post-Acute Sequelae of SARS CoV-2 (PASC) develops, and hence the clinical definition evolves, it is desirable to have a method to reliably identify patients who are likely to have post-acute sequelae of SARS CoV-2 (PASC) in health systems data. In this study, we developed and validated a machine learning algorithm to classify which patients have PASC (distinguishing between Multisystem Inflammatory Syndrome in Children (MIS-C) and non-MIS-C variants) from a cohort of patients with positive SARS- CoV-2 test results in pediatric health systems within the PEDSnet EHR network. Patient features included in the model were selected from conditions, procedures, performance of diagnostic testing, and medications using a tree-based scan statistic approach. We used an XGboost model, with hyperparameters selected through cross-validated grid search, and model performance was assessed using 5-fold cross-validation. Model predictions and feature importance were evaluated using Shapley Additive exPlanation (SHAP) values. The model provides a tool for identifying patients with PASC and an approach to characterizing PASC using diagnosis, medication, laboratory, and procedure features in health systems data. Using appropriate threshold settings, the model can be used to identify PASC patients in health systems data at higher precision for inclusion in studies or at higher recall in screening for clinical trials, especially in settings where PASC diagnosis codes are used less frequently or less reliably. Analysis of how specific features contribute to the classification process may assist in gaining a better understanding of features that are associated with PASC diagnoses.
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Affiliation(s)
- Vitaly Lorman
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Hanieh Razzaghi
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Xing Song
- Department of Health Management and Informatics, University of Missouri School of Medicine, Columbia, Missouri, United States of America
| | - Keith Morse
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, United States of America
| | - Levon Utidjian
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Andrea J. Allen
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital of Colorado, Aurora, Colorado, United States of America
| | - Colin Rogerson
- Division of Critical Care, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Tellen D. Bennett
- Departments of Biomedical Informatics and Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado, United States of America
| | - Hiroki Morizono
- Center for Genetic Medicine Research, Children’s National Hospital, Washington, DC, United States of America
| | - Daniel Eckrich
- Biomedical Research Informatics Center, Nemours Children’s Health, Wilmington, Delaware, United States of America
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, United States of America
| | - Yungui Huang
- IT Research and Innovation, The Research Institute at Nationwide Children’s Hospital, Columbus, Ohio, United States of America
| | - Daksha Ranade
- Research Informatics Department, Seattle Children’s Hospital, Seattle, Washington, United States of America
| | - Nathan Pajor
- Division of Pulmonary Medicine, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio, United States of America
| | - Grace M. Lee
- Division of Infectious Diseases, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, United States of America
| | - Christopher B. Forrest
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - L. Charles Bailey
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
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Naureckas Li C, Parzen-Johnson S, Jhaveri R. Biliary Complications of Prolonged Ceftriaxone Use in Patients With Intracranial Infections. J Pediatric Infect Dis Soc 2023; 12:379-380. [PMID: 37285212 DOI: 10.1093/jpids/piad036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Affiliation(s)
- Caitlin Naureckas Li
- Pediatric Infectious Diseases, Ann and Robert H Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Simon Parzen-Johnson
- Pediatric Infectious Diseases, Ann and Robert H Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Ravi Jhaveri
- Pediatric Infectious Diseases, Ann and Robert H Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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18
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Jhaveri R, Webb R, Razzaghi H, Schuchard J, Mejias A, Bennett TD, Jone PN, Thacker D, Schulert GS, Rogerson C, Cogen JD, Charles Bailey L, Forrest CB, Lee GM, Rao S. Can Multisystem Inflammatory Syndrome in Children Be Managed in the Outpatient Setting? An EHR-Based Cohort Study From the RECOVER Program. J Pediatric Infect Dis Soc 2023; 12:159-162. [PMID: 36786218 PMCID: PMC10112676 DOI: 10.1093/jpids/piac133] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 12/14/2022] [Indexed: 02/15/2023]
Abstract
Using electronic health record data combined with primary chart review, we identified seven children across nine participant pediatric medical centers with a diagnosis of Multisystem Inflammatory Syndrome in Children (MIS-C) managed exclusively as outpatients. These findings should raise awareness of mild presentations of MIS-C and the option of outpatient management.
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Affiliation(s)
- Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA
| | - Ryan Webb
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Hanieh Razzaghi
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Julia Schuchard
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Asuncion Mejias
- Division of Infectious Diseases, Department of Pediatrics, Nationwide Children’s Hospital and The Ohio State University, Columbus, Ohio, USA
| | - Tellen D Bennett
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado, USA
| | - Pei-Ni Jone
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado, USA
- Division of Cardiology, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA
| | - Deepika Thacker
- Division of Cardiology, Nemours Children’s Health, Wilmington, Delaware, USA
| | - Grant S Schulert
- Division of Rheumatology, Cincinnati Children’s Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Colin Rogerson
- Division of Pediatric Critical Care, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Jonathan D Cogen
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, Seattle Children’s Hospital, University of Washington, Seattle, Washington, USA
| | - L Charles Bailey
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Christopher B Forrest
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Grace M Lee
- Department of Pediatrics (Infectious Diseases), Stanford University School of Medicine, Stanford, California, USA
| | - Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora, Colorado, USA
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VandenBerg CJ, Adams A, Bockrath R, Kim S, Rodriguez G, Fawcett A, Jhaveri R. Hard to Swallow: A Review of Interventions to Improve Swallowing Solid Medication. Hosp Pediatr 2023; 13:e123-e132. [PMID: 37021484 DOI: 10.1542/hpeds.2021-006497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Solid oral medications are preferred over intravenous or liquid formulations; however, difficulty swallowing solid medication remains a common barrier to adherence. Previous reviews have demonstrated limited evidence on interventions to improve solid medication swallowing abilities. PubMed, Medline (OVID), CINAHL, Scopus, and Web of Science databases were searched for interventions to improve the pediatric population's ability to swallow solid medications. We included studies in English published after the latest review, from January 2014 through April 2022, with pediatric patients not having comorbid conditions affecting swallowing ability. The authors independently reviewed each study's sampling strategy, study design, and the strength of outcome measures and assigned a numerical rating representing "poor," "fair," or "good" for each category. Individual ratings were averaged per category and a final quality rating score given based on the average of all 3 categories. Our search identified 581 unique records; 10 were included in the final review. Interventions varied and included behavioral therapies and novel products or medication formulations. Three received a "good" quality rating, 5 were "fair," and 2 were "poor." All studies showed their intervention(s) to be successful in improving a child's ability to swallow solid oral medications. Despite the availability of several different effective interventions, pediatric providers do not routinely address patients' difficulty with swallowing solid oral medications. Patients would benefit from implementation of a universal screening process followed by a guideline for appropriate patient-centered interventions; the opportunity exists to use this process as a national quality benchmark reflecting institutional commitment to high-value care.
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Affiliation(s)
| | | | | | | | | | | | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago and Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Lorman V, Rao S, Jhaveri R, Case A, Mejias A, Pajor NM, Patel P, Thacker D, Bose-Brill S, Block J, Hanley PC, Prahalad P, Chen Y, Forrest CB, Bailey LC, Lee GM, Razzaghi H. Understanding pediatric long COVID using a tree-based scan statistic approach: an EHR-based cohort study from the RECOVER Program. JAMIA Open 2023; 6:ooad016. [PMID: 36926600 PMCID: PMC10013630 DOI: 10.1093/jamiaopen/ooad016] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 02/23/2023] [Accepted: 03/06/2023] [Indexed: 03/09/2023] Open
Abstract
Objectives Post-acute sequalae of SARS-CoV-2 infection (PASC) is not well defined in pediatrics given its heterogeneity of presentation and severity in this population. The aim of this study is to use novel methods that rely on data mining approaches rather than clinical experience to detect conditions and symptoms associated with pediatric PASC. Materials and Methods We used a propensity-matched cohort design comparing children identified using the new PASC ICD10CM diagnosis code (U09.9) (N = 1309) to children with (N = 6545) and without (N = 6545) SARS-CoV-2 infection. We used a tree-based scan statistic to identify potential condition clusters co-occurring more frequently in cases than controls. Results We found significant enrichment among children with PASC in cardiac, respiratory, neurologic, psychological, endocrine, gastrointestinal, and musculoskeletal systems, the most significant related to circulatory and respiratory such as dyspnea, difficulty breathing, and fatigue and malaise. Discussion Our study addresses methodological limitations of prior studies that rely on prespecified clusters of potential PASC-associated diagnoses driven by clinician experience. Future studies are needed to identify patterns of diagnoses and their associations to derive clinical phenotypes. Conclusion We identified multiple conditions and body systems associated with pediatric PASC. Because we rely on a data-driven approach, several new or under-reported conditions and symptoms were detected that warrant further investigation.
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Affiliation(s)
- Vitaly Lorman
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital of Colorado, Aurora, Colorado, USA
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Abigail Case
- Division of Physical Medicine & Rehabilitation, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Asuncion Mejias
- Division of Infectious Diseases, Department of Pediatrics, Nationwide Children's Hospital and The Ohio State University, Columbus, Ohio, USA
| | - Nathan M Pajor
- Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Payal Patel
- Department of Neurology, University of Washington, Seattle, Washington, USA
| | - Deepika Thacker
- Nemours Cardiac Center, Nemours Children's Health, Wilmington, Delaware, USA
| | - Seuli Bose-Brill
- Internal Medicine and Pediatrics Section, Division of General Internal Medicine, Department of Internal Medicine, Ohio State University College of Medicine and Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Jason Block
- Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Patrick C Hanley
- Division of Endocrinology, Nemours Children's Hospital, Wilmington, Delaware, USA
| | - Priya Prahalad
- Division of Endocrinology, Department of Pediatrics, Stanford University, Stanford, California, USA
| | - Yong Chen
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Christopher B Forrest
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - L Charles Bailey
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Grace M Lee
- Division of Infectious Diseases, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
| | - Hanieh Razzaghi
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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Jhaveri R. Elimination Means Everyone: Targeting Hepatitis C in Infants and Pregnant Patients. Clin Infect Dis 2023; 76:920-922. [PMID: 35475916 DOI: 10.1093/cid/ciac330] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 04/26/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Ravi Jhaveri
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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22
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Mejias A, Schuchard J, Rao S, Bennett TD, Jhaveri R, Thacker D, Bailey LC, Christakis DA, Pajor NM, Razzaghi H, Forrest CB, Lee GM. Leveraging serologic testing to identify children at risk for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the RECOVER program. J Pediatr 2023:S0022-3476(23)00117-8. [PMID: 36822507 PMCID: PMC9943558 DOI: 10.1016/j.jpeds.2023.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 12/23/2022] [Accepted: 02/16/2023] [Indexed: 02/23/2023]
Abstract
Using an EHR-based algorithm we identified children with COVID-19 based exclusively on serologic testing from 3/2020 through 4/2022. The 2,714 serology-positive children were more likely to be inpatients (24% vs. 2%), have chronic conditions (37% vs 24%), or a MIS-C diagnosis (23% vs. <1%) than the 131,537 PCR-positive children. Identification of children who could have been asymptomatic or paucisymptomatic and not tested is critical to define the burden of PASC in children.
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Affiliation(s)
- Asuncion Mejias
- Division of Infectious Diseases, Department of Pediatrics, Nationwide Children's Hospital and The Ohio State University, Columbus, OH.
| | - Julia Schuchard
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Tellen D Bennett
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Deepika Thacker
- Division of Cardiology, Nemours Children's Health, Wilmington, DE
| | - L Charles Bailey
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Dimitri A Christakis
- Center for Child Health, Behavior and Development, Seattle Children's Hospital, Seattle, WA
| | - Nathan M Pajor
- Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, OH
| | - Hanieh Razzaghi
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Christopher B Forrest
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Grace M Lee
- Department of Pediatrics (Infectious Diseases), Stanford University School of Medicine, Stanford, CA
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Bose-Brill S, Hirabayashi K, Pajor NM, Rao S, Mejias A, Jhaveri R, Forrest CB, Bailey C, Christakis DA, Thacker D, Hanley PC, Patel PB, Cogen JD, Block JP, Prahalad P, Lorman V, Lee GM. Pediatric Nirmatrelvir/Ritonavir Prescribing Patterns During the COVID-19 Pandemic. medRxiv 2022:2022.12.23.22283868. [PMID: 36597537 PMCID: PMC9810217 DOI: 10.1101/2022.12.23.22283868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Objective This study was conducted to identify rates of pediatric nirmatrelvir/ritonavir (Paxlovid) prescriptions overall and by patient characteristics. Methods Patients up to 23 years old with a clinical encounter and a nirmatrelvir/ritonavir (Paxlovid, n/r) prescription in a PEDSnet-affiliated institution between December 1, 2021 and September 14, 2022 were identified using electronic health record (EHR) data. Results Of the 1,496,621 patients with clinical encounters during the study period, 920 received a nirmatrelvir/ritonavir prescription (mean age 17.2 years; SD 2.76 years). 40% (367/920) of prescriptions were provided to individuals aged 18-23, and 91% (838/920) of prescriptions occurred after April 1, 2022. The majority of patients (70%; 648/920) had received at least one COVID-19 vaccine dose at least 28 days before nirmatrelvir/ritonavir prescription. Only 40% (371/920) of individuals had documented COVID-19 within the 0 to 6 days prior to receiving a nirmatrelvir/ritonavir prescription. 53% (485/920) had no documented COVID-19 infection in the EHR. Among nirmatrelvir/ritonavir prescription recipients, 64% (586/920) had chronic or complex chronic disease and 9% (80/920) had malignant disease. 38/920 (4.5%) were hospitalized within 30 days of receiving nirmatrelvir/ritonavir. Conclusion Clinicians prescribe nirmatrelvir/ritonavir infrequently to children. While individuals receiving nirmatrelvir/ritonavir generally have significant chronic disease burden, a majority are receiving nirmatrelvir/ritonavir prescriptions without an EHR-recorded COVID-19 positive test or diagnosis. Development and implementation of concerted pediatric nirmatrelvir/ritonavir prescribing workflows can help better capture COVID-19 presentation, response, and adverse events at the population level.
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Lorman V, Razzaghi H, Song X, Morse K, Utidjian L, Allen AJ, Rao S, Rogerson C, Bennett TD, Morizono H, Eckrich D, Jhaveri R, Huang Y, Ranade D, Pajor N, Lee GM, Forrest CB, Bailey LC. A machine learning-based phenotype for long COVID in children: an EHR-based study from the RECOVER program. medRxiv 2022:2022.12.22.22283791. [PMID: 36597534 PMCID: PMC9810222 DOI: 10.1101/2022.12.22.22283791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Background As clinical understanding of pediatric Post-Acute Sequelae of SARS CoV-2 (PASC) develops, and hence the clinical definition evolves, it is desirable to have a method to reliably identify patients who are likely to have post-acute sequelae of SARS CoV-2 (PASC) in health systems data. Methods and Findings In this study, we developed and validated a machine learning algorithm to classify which patients have PASC (distinguishing between Multisystem Inflammatory Syndrome in Children (MIS-C) and non-MIS-C variants) from a cohort of patients with positive SARS-CoV-2 test results in pediatric health systems within the PEDSnet EHR network. Patient features included in the model were selected from conditions, procedures, performance of diagnostic testing, and medications using a tree-based scan statistic approach. We used an XGboost model, with hyperparameters selected through cross-validated grid search, and model performance was assessed using 5-fold cross-validation. Model predictions and feature importance were evaluated using Shapley Additive exPlanation (SHAP) values. Conclusions The model provides a tool for identifying patients with PASC and an approach to characterizing PASC using diagnosis, medication, laboratory, and procedure features in health systems data. Using appropriate threshold settings, the model can be used to identify PASC patients in health systems data at higher precision for inclusion in studies or at higher recall in screening for clinical trials, especially in settings where PASC diagnosis codes are used less frequently or less reliably. Analysis of how specific features contribute to the classification process may assist in gaining a better understanding of features that are associated with PASC diagnoses. Funding Source This research was funded by the National Institutes of Health (NIH) Agreement OT2HL161847-01 as part of the Researching COVID to Enhance Recovery (RECOVER) program of research. Disclaimer The content is solely the responsibility of the authors and does not necessarily represent the official views of the RECOVER Program, the NIH or other funders.
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Affiliation(s)
- Vitaly Lorman
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Hanieh Razzaghi
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Xing Song
- Department of Health Management and Informatics, University of Missouri School of Medicine, Columbia, MO, United States
| | - Keith Morse
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, United States
| | - Levon Utidjian
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Andrea J Allen
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital of Colorado, Aurora, CO, United States
| | - Colin Rogerson
- Division of Critical Care, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Tellen D Bennett
- Departments of Biomedical Informatics and Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, United States
| | - Hiroki Morizono
- Center for Genetic Medicine Research, Children's National Hospital, Washington DC, United States
| | - Daniel Eckrich
- Biomedical Research Informatics Center, Nemours Children's Health, Wilmington, DE, United States
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States
| | - Yungui Huang
- IT Research and Innovation, The Research Institute at Nationwide Children's Hospital, Columbus, OH, United States
| | - Daksha Ranade
- Research Informatics Department, Seattle Children's Hospital, Seattle, WA, United States
| | - Nathan Pajor
- Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Grace M Lee
- Division of Infectious Diseases, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, United States
| | - Christopher B Forrest
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - L Charles Bailey
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, PA, United States
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McKinney R, Alexander K, Shulman S, Gershon A, Jhaveri R. Sam Lawrence Katz, MD, Memorial Essay. J Pediatric Infect Dis Soc 2022; 12:121-122. [PMID: 36527682 DOI: 10.1093/jpids/piac127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 12/16/2022] [Indexed: 12/23/2022]
Affiliation(s)
- Ross McKinney
- Association of American Medical Colleges, Washington, DC.,Duke University School of Medicine, Durham, NC
| | | | | | - Anne Gershon
- Columbia University Vagelos College of Physicians and Surgeons, New York City, New York
| | - Ravi Jhaveri
- Feinberg Northwestern School of Medicine, Chicago, IL
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Rao S, Lee G, Lorman V, Razzaghi H, Mejias A, Pajor N, Thacker D, Jhaveri R, Christakis D, Webb R, Dickinson K, Bailey C, Forrest C. 76. Clinical Features and Burden of Post-Acute Sequelae of SARS-CoV-2 Infection in Children and Adolescents. Open Forum Infect Dis 2022. [DOI: 10.1093/ofid/ofac492.001] [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
The post-acute sequelae of SARS-CoV-2 (PASC) has emerged as a long-term complication in adults, but current understanding of the clinical presentation of PASC in children is limited. Our study objectives were to identify symptoms, health conditions, and medications associated with PASC in children.
Methods
We conducted a retrospective cohort study using electronic health records from 9 US children’s hospitals for individuals < 21 years who underwent polymerase chain reaction (PCR) testing for SARS-CoV-2 between March 1, 2020 – October 31, 2021 and had at least 1 encounter in the 3 years before testing. Our exposure of interest was SARS-CoV-2 PCR positivity.
We identified syndromic (symptoms), systemic (conditions), and medication PASC features in the 28–179 days following the initial test date. Adjusted hazard ratios (aHRs) were obtained for 151 clinically predicted PASC features by contrasting PCR-positive with PCR-negative groups using proportional hazards models, adjusting for site, age, sex, testing location, race/ethnicity, and time-period of cohort entrance. We estimated the incidence proportion for any syndromic, systemic or medication PASC feature in the two groups to estimate PASC burden.
Results
Among 659,286 children in the study sample, 59,893 (9.1%) tested positive by PCR for SARS-CoV-2. Most were tested in outpatient testing facility (50.3%) or office (24.6%) settings (Table 1). The most common syndromic, systemic, and medication features were loss of taste or smell (aHR 1.96 [95% CI 1.16–3.32), myocarditis (aHR 3.10 [95% CI 1.94–4.96]) (Figures 1 and 2), and cough and cold preparations (aHR 1.52 [95% CI 1.18–1.96]). The incidence of at least one systemic/syndromic/medication feature of PASC was 42.0% among PCR-positive children versus 38.2% among PCR-negative children, with an incidence proportion difference of 3.8% (95% CI 3.3–4.3%). A higher strength of association for PASC was identified in those cared for in the ICU during the acute illness phase, children less than 5 years-old, and individuals with complex chronic conditions.
Adjusted hazard ratios (aHR) with associated 95% CI among patients who tested positive for SARS-CoV-2 infection versus those who tested negative for the risk of each syndromic feature (symptom) using Cox proportional hazards models. Models were adjusted for age at cohort entrance, sex, race/ethnicity, institution, testing place location, presence of a complex medical condition and date of cohort entrance.
Adjusted hazard ratios (aHR) with associated 95% CI among patients who tested positive for SARS-CoV-2 infection versus those who tested negative for the risk of each systemic feature using Cox proportional hazards models. Models were adjusted for age at cohort entrance, sex, race/ethnicity, institution, testing place location, and date of cohort entrance. For each health condition evaluated, patients with evidence of that condition 18 months before cohort entrance were excluded from the denominator in order to identify incident cases. Each ratio compares the risk of the outcome in children who tested positive for SARS-CoV-2 infection versus those who tested negative. Footnote: The diagnostic cluster for COVID-19 indicates children receiving care for the illness in the post-acute period.
Conclusion
In this large-scale, exploratory study, the burden of PASC in children appeared to be lower than earlier reports. Acute illness severity, young age, and comorbid complex chronic disease increased the risk of PASC.
Disclosures
Grace Lee, MD, MPH, United Health Group PASC Advisory Council: Advisor/Consultant Asuncion Mejias, MD, PhD, MsCS, Janssen: Advisor/Consultant|Janssen: Grant/Research Support|Merck: Advisor/Consultant|Merck: Grant/Research Support|Roche: Advisor/Consultant|Sanofi-Pasteur: Advisor/Consultant|Sanofi-Pasteur: Honoraria Ravi Jhaveri, MD, AstraZeneca: Advisor/Consultant|Dynavax: Advisor/Consultant|Elsevier: editorial stipend|Sequiris: Advisor/Consultant.
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Affiliation(s)
- Suchitra Rao
- University of Colorado School of Medicine , Aurora, CO
| | - Grace Lee
- Stanford University School of Medicine , Stanford, California
| | - Vitaly Lorman
- Children’s Hospital of Philadelphia , Philadelphia, Pennsylvania
| | - Hanieh Razzaghi
- Children’s Hospital of Philadelphia , Philadelphia, Pennsylvania
| | | | - Nathan Pajor
- Medicine, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine , Cincinnati, Ohio
| | | | - Ravi Jhaveri
- Ann & Robert H. Lurie Children’s Hospital of Chicago , Chicago, Illinois
| | | | - Ryan Webb
- Children’s Hospital of Philadelphia , Philadelphia, Pennsylvania
| | | | - Charles Bailey
- Children’s Hospital of Philadelphia , Philadelphia, Pennsylvania
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Yee LM, Shah SK, Grobman WA, Labellarte PZ, Barrera L, Jhaveri R. Identifying barriers and facilitators of the inclusion of pregnant individuals in hepatitis C treatment programs in the United States. PLoS One 2022; 17:e0277987. [PMID: 36399489 PMCID: PMC9674123 DOI: 10.1371/journal.pone.0277987] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 11/07/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The rising prevalence of hepatitis C virus (HCV) infection and the availability of direct acting antivirals for HCV treatment has prompted a public health goal of HCV eradication. Despite the availability of treatment for HCV, treatment programs have generally excluded pregnant individuals. Our objective was to query patients and clinicians to identify barriers to including pregnant individuals in HCV treatment programs. METHODS AND FINDINGS This qualitative investigation included obstetricians and previously/currently pregnant individuals with HCV. Participants completed interviews regarding knowledge of and attitudes towards HCV treatment and perceived barriers to treatment during pregnancy. Data were analyzed using the constant comparative method. Obstetricians (N = 18) and patients (N = 21) described concerns about equity, access, and cost. Both expressed uncertainty about safety and confirmed a need for clinician education. Obstetricians emphasized the lack of professional guidelines. Although some clinicians expressed concern about patient adherence and engagement, patients were largely desirous of treatment; both groups identified potential benefits of antenatal treatment. CONCLUSIONS Both patients and obstetricians were generally receptive to HCV treatment in pregnancy and recognized pregnancy as an important window of opportunity for treatment. Our findings suggest the need for further research on maternal-fetal safety of HCV treatment as well as on interventions to ensure fair and appropriate access to HCV treatment for pregnant individuals.
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Affiliation(s)
- Lynn M. Yee
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
- * E-mail:
| | - Seema K. Shah
- Division of Advanced General Pediatrics, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
- Smith Child Health Outcomes Research and Evaluation Center, Ann and Robert H. Lurie Children’s Hospital, Chicago, Illinois, United States of America
| | - William A. Grobman
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, The Ohio State University School of Medicine, Columbus, Ohio, United States of America
| | - Patricia Z. Labellarte
- Smith Child Health Outcomes Research and Evaluation Center, Ann and Robert H. Lurie Children’s Hospital, Chicago, Illinois, United States of America
| | - Leonardo Barrera
- Smith Child Health Outcomes Research and Evaluation Center, Ann and Robert H. Lurie Children’s Hospital, Chicago, Illinois, United States of America
| | - Ravi Jhaveri
- Division of Infectious Diseases, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
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Rao S, Lee GM, Razzaghi H, Lorman V, Mejias A, Pajor NM, Thacker D, Webb R, Dickinson K, Bailey LC, Jhaveri R, Christakis DA, Bennett TD, Chen Y, Forrest CB. Clinical Features and Burden of Postacute Sequelae of SARS-CoV-2 Infection in Children and Adolescents. JAMA Pediatr 2022; 176:1000-1009. [PMID: 35994282 PMCID: PMC9396470 DOI: 10.1001/jamapediatrics.2022.2800] [Citation(s) in RCA: 47] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 06/08/2022] [Indexed: 01/20/2023]
Abstract
Importance The postacute sequelae of SARS-CoV-2 infection (PASC) has emerged as a long-term complication in adults, but current understanding of the clinical presentation of PASC in children is limited. Objective To identify diagnosed symptoms, diagnosed health conditions, and medications associated with PASC in children. Design, Setting and Participants This retrospective cohort study used electronic health records from 9 US children's hospitals for individuals younger than 21 years who underwent antigen or reverse transcriptase-polymerase chain reaction (RT-PCR) testing for SARS-CoV-2 between March 1, 2020, and October 31, 2021, and had at least 1 encounter in the 3 years before testing. Exposures SARS-CoV-2 positivity by viral test (antigen or RT-PCR). Main Outcomes and Measures Syndromic (symptoms), systemic (conditions), and medication PASC features were identified in the 28 to 179 days following the initial test date. Adjusted hazard ratios (aHRs) were obtained for 151 clinically predicted PASC features by contrasting viral test-positive groups with viral test-negative groups using proportional hazards models, adjusting for site, age, sex, testing location, race and ethnicity, and time period of cohort entrance. The incidence proportion for any syndromic, systemic, or medication PASC feature was estimated in the 2 groups to obtain a burden of PASC estimate. Results Among 659 286 children in the study sample, 348 091 (52.8%) were male, and the mean (SD) age was 8.1 (5.7) years. A total of 59 893 (9.1%) tested positive by viral test for SARS-CoV-2, and 599 393 (90.9%) tested negative. Most were tested in outpatient testing facility settings (322 813 [50.3%]) or office settings (162 138 [24.6%]). The most common syndromic, systemic, and medication features were loss of taste or smell (aHR, 1.96; 95% CI, 1.16-3.32), myocarditis (aHR, 3.10; 95% CI, 1.94-4.96), and cough and cold preparations (aHR, 1.52; 95% CI, 1.18-1.96), respectively. The incidence of at least 1 systemic, syndromic, or medication feature of PASC was 41.9% (95% CI, 41.4-42.4) among viral test-positive children vs 38.2% (95% CI, 38.1-38.4) among viral test-negative children, with an incidence proportion difference of 3.7% (95% CI, 3.2-4.2). A higher strength of association for PASC was identified in those cared for in the intensive care unit during the acute illness phase, children younger than 5 years, and individuals with complex chronic conditions. Conclusions and Relevance In this large-scale, exploratory study, the burden of pediatric PASC that presented to health systems was low. Myocarditis was the most commonly diagnosed PASC-associated condition. Acute illness severity, young age, and comorbid complex chronic disease increased the risk of PASC.
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Affiliation(s)
- Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
| | - Grace M. Lee
- Department of Pediatrics (Infectious Diseases), Stanford University School of Medicine, Stanford, California
| | - Hanieh Razzaghi
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Vitaly Lorman
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Asuncion Mejias
- Division of Infectious Diseases, Department of Pediatrics, Nationwide Children’s Hospital and The Ohio State University, Columbus
| | - Nathan M. Pajor
- Division of Pulmonary Medicine, Cincinnati Children’s Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Deepika Thacker
- Division of Cardiology, Nemours Children’s Health, Wilmington, Delaware
| | - Ryan Webb
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Kimberley Dickinson
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - L. Charles Bailey
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
| | - Dimitri A. Christakis
- Center for Child Health, Behavior and Development, Seattle Children’s Hospital, Seattle, Washington
- Editor, JAMA Pediatrics
| | - Tellen D. Bennett
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
| | - Yong Chen
- Department of Biostatistics, Epidemiology and Informatics, the Perelman School of Medicine, University of Pennsylvania, Pennsylvania
| | - Christopher B. Forrest
- Applied Clinical Research Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
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Parzen-Johnson S, Dalal V, Jhaveri R. Staphylococcus aureus-Associated Glomerulonephritis and Chronic Granulomatous Disease in an Adolescent Male. J Pediatric Infect Dis Soc 2022; 11:422-425. [PMID: 35748038 DOI: 10.1093/jpids/piac057] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 06/07/2022] [Indexed: 11/14/2022]
Abstract
Staphylococcus-associated glomerulonephritis (GN) is an uncommon diagnosis in pediatric patients. Empiric therapy with steroids alone could potentially worsen the underlying infectious process in these patients, leading to worse clinical outcomes. An adolescent male diagnosed with GN was subsequently found to have chronic granulomatous disease with a Staphylococcus aureus liver abscess. His GN improved with antibiotics alone. This case illustrates the need to consider chronic infection, and primary immunodeficiency, in the differential diagnosis for new-onset GN.
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Affiliation(s)
- Simon Parzen-Johnson
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital, Chicago, Illinois, USA
| | - Vidhi Dalal
- Division of Nephrology, Ann & Robert H. Lurie Children's Hospital, Chicago, Illinois, USA.,Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital, Chicago, Illinois, USA.,Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
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Rao S, Jing N, Liu X, Lorman V, Maltenfort M, Schuchard J, Wu Q, Tong J, Razzaghi H, Mejias A, Lee GM, Pajor NM, Schulert GS, Thacker D, Jhaveri R, Christakis DA, Bailey LC, Forrest CB, Chen Y. Clinical Subphenotypes of Multisystem Inflammatory Syndrome in Children: An EHR-based cohort study from the RECOVER program. medRxiv 2022:2022.09.26.22280364. [PMID: 36203555 PMCID: PMC9536089 DOI: 10.1101/2022.09.26.22280364] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Background Multi-system inflammatory syndrome in children (MIS-C) represents one of the most severe post-acute sequelae of SARS-CoV-2 infection in children, and there is a critical need to characterize its disease patterns for improved recognition and management. Our objective was to characterize subphenotypes of MIS-C based on presentation, demographics and laboratory parameters. Methods We conducted a retrospective cohort study of children with MIS-C from March 1, 2020 - April 30, 2022 and cared for in 8 pediatric medical centers that participate in PEDSnet. We included demographics, symptoms, conditions, laboratory values, medications and outcomes (ICU admission, death), and grouped variables into eight categories according to organ system involvement. We used a heterogeneity-adaptive latent class analysis model to identify three clinically-relevant subphenotypes. We further characterized the sociodemographic and clinical characteristics of each subphenotype, and evaluated their temporal patterns. Findings We identified 1186 children hospitalized with MIS-C. The highest proportion of children (44·4%) were aged between 5-11 years, with a male predominance (61.0%), and non- Hispanic white ethnicity (40·2%). Most (67·8%) children did not have a chronic condition. Class 1 represented children with a severe clinical phenotype, with 72·5% admitted to the ICU, higher inflammatory markers, hypotension/shock/dehydration, cardiac involvement, acute kidney injury and respiratory involvement. Class 2 represented a moderate presentation, with 4-6 organ systems involved, and some overlapping features with acute COVID-19. Class 3 represented a mild presentation, with fewer organ systems involved, lower CRP, troponin values and less cardiac involvement. Class 1 initially represented 51·1% of children early in the pandemic, which decreased to 33·9% from the pre-delta period to the omicron period. Interpretation MIS-C has a spectrum of clinical severity, with degree of laboratory abnormalities rather than the number of organ systems involved providing more useful indicators of severity. The proportion of severe/critical MIS-C decreased over time. Research in context Evidence before this study: We searched PubMed and preprint articles from December 2019, to July 2022, for studies published in English that investigated the clinical subphenotypes of MIS-C using the terms "multi-system inflammatory syndrome in children" or "pediatric inflammatory multisystem syndrome" and "phenotypes". Most previous research described the symptoms, clinical characteristics and risk factors associated with MIS-C and how these differ from acute COVID-19, Kawasaki Disease and Toxic Shock Syndrome. One single-center study of 63 patients conducted in 2020 divided patients into Kawasaki and non-Kawasaki disease subphenotypes. Another CDC study evaluated 3 subclasses of MIS-C in 570 children, with one class representing the highest number of organ systems, a second class with predominant respiratory system involvement, and a third class with features overlapping with Kawasaki Disease. However, this study evaluated cases from March to July 2020, during the early phase of the pandemic when misclassification of cases as Kawasaki disease or acute COVID-19 may have occurred. Therefore, it is not known from the existing literature whether the presentation of MIS-C has changed with newer variants such as delta and omicron.Added value of this study: PEDSnet provides one of the largest MIS-C cohorts described so far, providing sufficient power for detailed analyses on MIS-C subphenotypes. Our analyses span the entire length of the pandemic, including the more recent omicron wave, and provide an update on the presentations of MIS-C and its temporal dynamics. We found that children have a spectrum of illness that can be characterized as mild (lower inflammatory markers, fewer organ systems involved), moderate (4-6 organ involvement with clinical overlap with acute COVID-19) and severe (higher inflammatory markers, critically ill, more likely to have cardiac involvement, with hypotension/shock and need for vasopressors).Implications of all the available evidence: These results provide an update to the subphenotypes of MIS-C including the more recent delta and omicron periods and aid in the understanding of the various presentations of MIS-C. These and other findings provide a useful framework for clinicians in the recognition of MIS-C, identify factors associated with children at risk for increased severity, including the importance of laboratory parameters, for risk stratification, and to facilitate early evaluation, diagnosis and treatment.
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Rao S, Lee GM, Razzaghi H, Lorman V, Mejias A, Pajor NM, Thacker D, Webb R, Dickinson K, Bailey LC, Jhaveri R, Christakis DA, Bennett TD, Chen Y, Forrest CB. Clinical features and burden of post-acute sequelae of SARS-CoV-2 infection in children and adolescents: an exploratory EHR-based cohort study from the RECOVER program. medRxiv 2022:2022.05.24.22275544. [PMID: 35665016 PMCID: PMC9164455 DOI: 10.1101/2022.05.24.22275544] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Importance The post-acute sequelae of SARS-CoV-2 (PASC) has emerged as a long-term complication in adults, but current understanding of the clinical presentation of PASC in children is limited. Objective To identify diagnosed symptoms, diagnosed health conditions and medications associated with PASC in children. Design Setting and Participants Retrospective cohort study using electronic health records from 9 US children's hospitals for individuals <21 years-old who underwent reverse transcriptase polymerase chain reaction (RT-PCR) testing for SARS-CoV-2 between March 1, 2020 - October 31, 2021 and had at least 1 encounter in the 3 years before testing. Exposure SARS-CoV-2 PCR positivity. Main Outcomes and Measures We identified syndromic (symptoms), systemic (conditions), and medication PASC features in the 28-179 days following the initial test date. Adjusted hazard ratios (aHRs) were obtained for 151 clinically predicted PASC features by contrasting PCR-positive with PCR-negative groups using proportional hazards models, adjusting for site, age, sex, testing location, race/ethnicity, and time-period of cohort entrance. We estimated the incidence proportion for any syndromic, systemic or medication PASC feature in the two groups to obtain a burden of PASC estimate. Results Among 659,286 children in the study sample, 59,893 (9.1%) tested positive by PCR for SARS-CoV-2. Most were tested in outpatient testing facility (50.3%) or office (24.6%) settings. The most common syndromic, systemic, and medication features were loss of taste or smell (aHR 1.96 [95% CI 1.16-3.32), myocarditis (aHR 3.10 [95% CI 1.94-4.96]), and cough and cold preparations (aHR 1.52 [95% CI 1.18-1.96]). The incidence of at least one systemic/syndromic/medication feature of PASC was 41.9% among PCR-positive children versus 38.2% among PCR-negative children, with an incidence proportion difference of 3.7% (95% CI 3.2-4.2%). A higher strength of association for PASC was identified in those cared for in the ICU during the acute illness phase, children less than 5 years-old, and individuals with complex chronic conditions. Conclusions and Relevance In this large-scale, exploratory study, the burden of pediatric PASC that presented to health systems was low. Myocarditis was the most commonly diagnosed PASC-associated condition. Acute illness severity, young age, and comorbid complex chronic disease increased the risk of PASC. Key Points Question: What are the incidence and clinical features of post-acute sequelae of SARS-CoV-2 infection (PASC) in children?Findings: In this retrospective cohort study of 659,286 children tested for SARS-CoV-2 by polymerase chain reaction (PCR), the symptom, condition and medication with the strongest associations with SARS-CoV-2 infection were loss of taste/smell, myocarditis, and cough and cold preparations. The incidence proportion of non-MIS-C related PASC in the PCR-positive group exceeded the PCR-negative group by 3.7% (95% CI 3.2-4.2), with increased rates associated with acute illness severity, young age, and medical complexity.Meaning: PASC in children appears to be uncommon, with features that differ from adults.
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Forrest CB, Burrows EK, Mejias A, Razzaghi H, Christakis D, Jhaveri R, Lee GM, Pajor NM, Rao S, Thacker D, Bailey LC. Severity of Acute COVID-19 in Children <18 Years Old March 2020 to December 2021. Pediatrics 2022; 149:185621. [PMID: 35322270 DOI: 10.1542/peds.2021-055765] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/28/2022] [Indexed: 12/24/2022] Open
Abstract
This national study evaluated trends in illness severity among 82 798 children with coronavirus disease 2019 from March 1, 2020, to December 30, 2021.
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Affiliation(s)
- Christopher B Forrest
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Evanette K Burrows
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Asuncion Mejias
- Division of Infectious Diseases, Department of Pediatrics, Nationwide Children's Hospital and The Ohio State University, Columbus, Ohio
| | - Hanieh Razzaghi
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Dimitri Christakis
- Center for Child Health, Behavior and Development, Seattle Children's Hospital, Seattle, Washington
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Grace M Lee
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Nathan M Pajor
- Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Suchitra Rao
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado
| | - Deepika Thacker
- Division of Cardiology, Nemours Children's Health, Wilmington, Delaware
| | - L Charles Bailey
- Applied Clinical Research Center, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
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Ko ER, Henao R, Frankey K, Petzold EA, Isner PD, Jaehne AK, Allen N, Gardner-Gray J, Hurst G, Pflaum-Carlson J, Jayaprakash N, Rivers EP, Wang H, Ugalde I, Amanullah S, Mercurio L, Chun TH, May L, Hickey RW, Lazarus JE, Gunaratne SH, Pallin DJ, Jambaulikar G, Huckins DS, Ampofo K, Jhaveri R, Jiang Y, Komarow L, Evans SR, Ginsburg GS, Tillekeratne LG, McClain MT, Burke TW, Woods CW, Tsalik EL. Prospective Validation of a Rapid Host Gene Expression Test to Discriminate Bacterial From Viral Respiratory Infection. JAMA Netw Open 2022; 5:e227299. [PMID: 35420659 PMCID: PMC9011121 DOI: 10.1001/jamanetworkopen.2022.7299] [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] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 02/24/2022] [Indexed: 12/24/2022] Open
Abstract
Importance Bacterial and viral causes of acute respiratory illness (ARI) are difficult to clinically distinguish, resulting in the inappropriate use of antibacterial therapy. The use of a host gene expression-based test that is able to discriminate bacterial from viral infection in less than 1 hour may improve care and antimicrobial stewardship. Objective To validate the host response bacterial/viral (HR-B/V) test and assess its ability to accurately differentiate bacterial from viral infection among patients with ARI. Design, Setting, and Participants This prospective multicenter diagnostic study enrolled 755 children and adults with febrile ARI of 7 or fewer days' duration from 10 US emergency departments. Participants were enrolled from October 3, 2014, to September 1, 2019, followed by additional enrollment of patients with COVID-19 from March 20 to December 3, 2020. Clinical adjudication of enrolled participants identified 616 individuals as having bacterial or viral infection. The primary analysis cohort included 334 participants with high-confidence reference adjudications (based on adjudicator concordance and the presence of an identified pathogen confirmed by microbiological testing). A secondary analysis of the entire cohort of 616 participants included cases with low-confidence reference adjudications (based on adjudicator discordance or the absence of an identified pathogen in microbiological testing). Thirty-three participants with COVID-19 were included post hoc. Interventions The HR-B/V test quantified the expression of 45 host messenger RNAs in approximately 45 minutes to derive a probability of bacterial infection. Main Outcomes and Measures Performance characteristics for the HR-B/V test compared with clinical adjudication were reported as either bacterial or viral infection or categorized into 4 likelihood groups (viral very likely [probability score <0.19], viral likely [probability score of 0.19-0.40], bacterial likely [probability score of 0.41-0.73], and bacterial very likely [probability score >0.73]) and compared with procalcitonin measurement. Results Among 755 enrolled participants, the median age was 26 years (IQR, 16-52 years); 360 participants (47.7%) were female, and 395 (52.3%) were male. A total of 13 participants (1.7%) were American Indian, 13 (1.7%) were Asian, 368 (48.7%) were Black, 131 (17.4%) were Hispanic, 3 (0.4%) were Native Hawaiian or Pacific Islander, 297 (39.3%) were White, and 60 (7.9%) were of unspecified race and/or ethnicity. In the primary analysis involving 334 participants, the HR-B/V test had sensitivity of 89.8% (95% CI, 77.8%-96.2%), specificity of 82.1% (95% CI, 77.4%-86.6%), and a negative predictive value (NPV) of 97.9% (95% CI, 95.3%-99.1%) for bacterial infection. In comparison, the sensitivity of procalcitonin measurement was 28.6% (95% CI, 16.2%-40.9%; P < .001), the specificity was 87.0% (95% CI, 82.7%-90.7%; P = .006), and the NPV was 87.6% (95% CI, 85.5%-89.5%; P < .001). When stratified into likelihood groups, the HR-B/V test had an NPV of 98.9% (95% CI, 96.1%-100%) for bacterial infection in the viral very likely group and a positive predictive value of 63.4% (95% CI, 47.2%-77.9%) for bacterial infection in the bacterial very likely group. The HR-B/V test correctly identified 30 of 33 participants (90.9%) with acute COVID-19 as having a viral infection. Conclusions and Relevance In this study, the HR-B/V test accurately discriminated bacterial from viral infection among patients with febrile ARI and was superior to procalcitonin measurement. The findings suggest that an accurate point-of-need host response test with high NPV may offer an opportunity to improve antibiotic stewardship and patient outcomes.
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Affiliation(s)
- Emily R. Ko
- Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, North Carolina
- Hospital Medicine, Division of General Internal Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Ricardo Henao
- Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, North Carolina
- Department of Biostatistics and Informatics, Duke University, Durham, North Carolina
- Duke Clinical Research Institute, Durham, North Carolina
| | - Katherine Frankey
- Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Elizabeth A. Petzold
- Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Pamela D. Isner
- Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Anja K. Jaehne
- Department of Emergency Medicine, Henry Ford Hospital System, Detroit, Michigan
| | - Nakia Allen
- Department of Pediatrics, Henry Ford Hospital System, Detroit, Michigan
| | - Jayna Gardner-Gray
- Department of Emergency Medicine, Henry Ford Hospital System, Detroit, Michigan
- Department of Medicine, Henry Ford Hospital System, Detroit, Michigan
- Division of Pulmonary and Critical Care Medicine, Henry Ford Hospital System, Detroit, Michigan
| | - Gina Hurst
- Department of Emergency Medicine, Henry Ford Hospital System, Detroit, Michigan
- Department of Medicine, Henry Ford Hospital System, Detroit, Michigan
- Division of Pulmonary and Critical Care Medicine, Henry Ford Hospital System, Detroit, Michigan
| | - Jacqueline Pflaum-Carlson
- Department of Emergency Medicine, Henry Ford Hospital System, Detroit, Michigan
- Department of Medicine, Henry Ford Hospital System, Detroit, Michigan
- Division of Pulmonary and Critical Care Medicine, Henry Ford Hospital System, Detroit, Michigan
| | - Namita Jayaprakash
- Department of Emergency Medicine, Henry Ford Hospital System, Detroit, Michigan
- Division of Pulmonary and Critical Care Medicine, Henry Ford Hospital System, Detroit, Michigan
| | - Emanuel P. Rivers
- Department of Emergency Medicine, Henry Ford Hospital System, Detroit, Michigan
- Department of Surgery, Henry Ford Hospital System, Detroit, Michigan
| | - Henry Wang
- McGovern Medical University of Texas Health, Houston
- Department of Emergency Medicine, The Ohio State University, Columbus
| | - Irma Ugalde
- McGovern Medical University of Texas Health, Houston
| | - Siraj Amanullah
- Department of Emergency Medicine, Alpert Medical School of Brown University, Hasbro Children’s Hospital, Providence, Rhode Island
- Department of Pediatrics, Alpert Medical School of Brown University, Hasbro Children’s Hospital, Providence, Rhode Island
| | - Laura Mercurio
- Department of Emergency Medicine, Alpert Medical School of Brown University, Hasbro Children’s Hospital, Providence, Rhode Island
- Department of Pediatrics, Alpert Medical School of Brown University, Hasbro Children’s Hospital, Providence, Rhode Island
| | - Thomas H. Chun
- Department of Emergency Medicine, Alpert Medical School of Brown University, Hasbro Children’s Hospital, Providence, Rhode Island
- Department of Pediatrics, Alpert Medical School of Brown University, Hasbro Children’s Hospital, Providence, Rhode Island
| | - Larissa May
- Department of Emergency Medicine, University of California, Davis
| | - Robert W. Hickey
- Division of Pediatric Emergency Medicine, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jacob E. Lazarus
- Division of Infectious Diseases, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Shauna H. Gunaratne
- Division of Infectious Diseases, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, New York
| | - Daniel J. Pallin
- Department of Emergency Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | | | - David S. Huckins
- Department of Emergency Medicine, Newton-Wellesley Hospital, Boston, Massachusetts
| | - Krow Ampofo
- Department of Pediatrics, University of Utah, Salt Lake City
| | - Ravi Jhaveri
- Department of Pediatrics, University of North Carolina at Chapel Hill
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Yunyun Jiang
- The Biostatistics Center, George Washington University, Rockville, Maryland
| | - Lauren Komarow
- The Biostatistics Center, George Washington University, Rockville, Maryland
| | - Scott R. Evans
- The Biostatistics Center, George Washington University, Rockville, Maryland
| | - Geoffrey S. Ginsburg
- Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, North Carolina
| | - L. Gayani Tillekeratne
- Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, North Carolina
- Division of Infectious Diseases, Department of Medicine, Duke University School of Medicine, Durham, North Carolina
- Medical Service, Durham Veterans Affairs Health Care System, Durham, North Carolina
| | - Micah T. McClain
- Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, North Carolina
- Division of Infectious Diseases, Department of Medicine, Duke University School of Medicine, Durham, North Carolina
- Medical Service, Durham Veterans Affairs Health Care System, Durham, North Carolina
| | - Thomas W. Burke
- Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Christopher W. Woods
- Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, North Carolina
- Division of Infectious Diseases, Department of Medicine, Duke University School of Medicine, Durham, North Carolina
- Medical Service, Durham Veterans Affairs Health Care System, Durham, North Carolina
| | - Ephraim L. Tsalik
- Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, North Carolina
- Division of Infectious Diseases, Department of Medicine, Duke University School of Medicine, Durham, North Carolina
- Emergency Medicine Service, Durham Veterans Affairs Health Care System, Durham, North Carolina
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Ring M, Jhaveri R. Conversations With the Editors: Learning and Teaching the Concepts of Food as Medicine and Culinary Medicine. Clin Ther 2022; 44:644-649. [DOI: 10.1016/j.clinthera.2022.01.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 01/03/2022] [Indexed: 12/18/2022]
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Hofstetter AM, Rao S, Jhaveri R. Beyond Influenza Vaccination: Expanding Infrastructure for Hospital-Based Pediatric COVID-19 Vaccine Delivery. Clin Ther 2022; 44:450-455. [PMID: 35172946 PMCID: PMC8799472 DOI: 10.1016/j.clinthera.2022.01.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 01/18/2022] [Accepted: 01/21/2022] [Indexed: 11/30/2022]
Abstract
Controlling the spread of severe acute respiratory syndrome–coronavirus 2 (SARS-CoV-2), the virus that causes coronavirus disease 2019 (COVID-19), will rely on vaccination at increasing rates and in an equitable manner. The main reasons for under-vaccination are varied among different segments of the population and include vaccine hesitancy and lack of access. While vaccine hesitancy is complicated and requires long-term solutions, access can be enhanced through evidence-based delivery strategies that augment conventional approaches. Hospital-based COVID-19 vaccination programs hold particular promise in reaching populations with decreased vaccine access and those at higher risk for adverse outcomes from SARS-CoV-2 infection. Hospitals have the necessary equipment and storage capabilities to maintain cold chain requirements—a common challenge in the primary care setting—and can serve as a central distribution point for delivering vaccines to patients in diverse hospital locations, including inpatient units, emergency departments, urgent care centers, perioperative areas, and subspecialty clinics. They also have the capacity for mass-vaccination programs and other targeted outreach efforts. Hospital-based programs that have been successful in implementing influenza and other routine vaccinations can leverage existing infrastructure, such as electronic health record–related tools. With the possibility of COVID-19 becoming endemic, much like seasonal influenza, these programs will require flexibility as well as planning for long-term sustainability. This commentary highlights existing vaccine delivery to children in hospital-based settings, including key advantages and important challenges, and outlines how these systems could be expanded to include the COVID-19 vaccine delivery.
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Jhaveri R, Maron J. Our Pledge to Assemble a More Diverse and Inclusive Editorial Team at Clinical Therapeutics. Clin Ther 2021; 44:1-2. [PMID: 34974946 DOI: 10.1016/j.clinthera.2021.12.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 12/09/2021] [Indexed: 11/27/2022]
Affiliation(s)
- Ravi Jhaveri
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago Northwestern University Feinberg School of Medicine, Chicago, IL.
| | - Jill Maron
- Department of Pediatrics, Warren Alpert Medical School of Brown University, Women & Infants Hospital of Rhode Island, Providence, RI
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Geevarghese B, Sun S, Jhaveri R. 477. Increased Referrals for New PFAPA (Aphthous Stomatitis, Pharyngitis, Adenitis) Diagnosis During the COVID-19 Pandemic. Open Forum Infect Dis 2021. [PMCID: PMC8644699 DOI: 10.1093/ofid/ofab466.676] [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] [Indexed: 11/12/2022] Open
Abstract
Background COVID-19 pandemic caused by SARS-CoV-2 resulted in a global health crisis in 2020. Quarantining, wearing masks and physical distancing- key infection prevention strategies implemented to stop the spread of COVID-19, also led to dramatic decreases in rates of common respiratory viral infection seen in young children. Due to lack of school and daycare exposure, we evaluated a larger than usual number of patients with periodic fevers without any known infectious contacts. Based on this observation, we conducted an analysis of all suspected cases of periodic fevers seen at our institution during the COVID-19 lockdown compared to prior seasons. Methods The clinical charts were queried for all patients presenting to any Lurie Children’s Hospital outpatient specialty clinic or laboratory with ICD diagnosis code of MO4.1 and MO4.8 (all recurrent and periodic fever syndromes) from June 1, 2020 through September 30, 2020, and compared to similar months the previous 2 years (2018 and 2019). Each patient chart was reviewed by the lead investigator to verify all new diagnoses of PFAPA. The number of new patients with PFAPA diagnosis were tallied and analyzed. Statistical comparisons were made using Kruskal-Wallis tests for monthly distributions in different years. Results We noted a significant increase in patients with new PFAPA diagnosis between June through August 2020 compared to similar months in 2018 and 2019 (Figure1). Experienced pediatric infectious disease physicians and rheumatologists diagnosed majority of the cases. During these months, a monthly median (IQR) of 13 (11.5, 14.5) patients were diagnosed among different Lurie specialty clinics, which is more than 2.5 folds increase in new PFAPA patients from the previous two years which were about 5 (3.5, 6) (Figure 2). Number of Patients with New PFAPA Diagnosis ![]()
There was a significant increase in number of new patients diagnosed with PFAPA between June through August 2020 compared to similar months in 2018 and 2019. Monthly Distribution Summary for New PFAPA Diagnosis ![]()
Statistical comparisons were made using Kruskal- Wallis tests for monthly distributions in different years Conclusion We observed a significant increase in PFAPA patients referred to our institution soon after introduction of public health measures to slow spread of COVID-19. Given that most children were not in daycare, schools, or camps, we suspect that parents and pediatricians were able to recognize patterns of periodic fevers in children much quicker than preceding years, when fevers would typically be attributed to an infectious process. Disclosures Ravi Jhaveri, MD, AstraZeneca (Consultant)Dynavax (Consultant)Elsevier (Other Financial or Material Support, Editorial Stipend as Co-editor in Chief, Clinical Therapeutics)Seqirus (Consultant)
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Affiliation(s)
- Bessey Geevarghese
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Elmhurst, Illinois
| | - Shan Sun
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Elmhurst, Illinois
| | - Ravi Jhaveri
- Northwestern University Feinberg School of Medicine; Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
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Patel AB, Schroeder S, Hadzic A, Schulz NA, Bichl JA, Smith CM, Hahn GR, DeRose E, Collins C, Clark J, Wainer C, Hugo M, Rae ML, Evans MA, Vu EL, Sohn L, Pedersen J, Lund AM, Greenwood A, Davies JA, Newburn A, Rajeswaran S, Jhaveri R. 777. Implementation of Antimicrobial Impregnated Catheters to Reduce Central Line Associated Bloodstream Infections (CLABSI) in a Pediatric Setting. Open Forum Infect Dis 2021. [PMCID: PMC8644698 DOI: 10.1093/ofid/ofab466.974] [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] [Indexed: 11/28/2022] Open
Abstract
Background Antimicrobial impregnated catheters (AIC) are one strategy to prevent CLABSI with existing data for central lines required for short duration, however, the strength of evidence, particularly for children, is lacking. Recent 3-year CLABSI data at our institution show 60 (51%) infections occurred in central lines within 8 weeks of insertion, suggesting an opportunity for evaluation of an intervention targeting this time frame. We implemented AIC to evaluate their effectiveness in reducing CLABSI standardized infection ratio (SIR) in patients requiring central venous access for less than 8 weeks. We also monitored for complications (malfunction, line exchange, fungal infection). Methods A stepped wedge observational design was used to implement Minocycline + Rifampin impregnated catheters in a rolling fashion across the institution. Children > 3kg were eligible if admitted to a participating unit and required central venous access through a peripherally inserted central catheter (PICC), non-tunneled catheter, or tunneled non-cuffed femoral catheter for < 8 weeks. Units, prioritized based on CLABSI SIR, were added to the intervention monthly until AIC were used throughout the institution. A multidisciplinary team (infectious diseases and infection control experts, CLABSI leaders, unit-based physicians and nurses, proceduralists, supply chain) met weekly to facilitate implementation, assess for CLABSI and monitor for complications. Figure 1. Study design. ![]()
This figure describes the stepped wedge study design where units were phased into the invention on a rolling monthly basis allowing for comparison between and within units. The shaded boxes represent time periods when units were using antimicrobial impregnated catheters and the white boxes represent time periods when units were using standard non-impregnated catheters. Results AIC were systematically implemented over a 7-month period. The institution’s CLABSI SIR decreased from 0.80 to 0.59 during this timeframe. There were no NHSH defined CLABSI in patients with an AIC during the intervention. Obstacles included shortage of catheters due to supply chain disruption, adjustment of technique for line insertion and cracked/broken lines. Infections and complications were reviewed by the multidisciplinary team and compared to historical rates with non-impregnated lines. ![]()
This figure shows the institution’s rolling 12-month SIR during the intervention period. Conclusion CLABSI SIR decreased at our institution during the intervention period. While many efforts likely led to this reduction (optimizing maintenance bundle, unit based CLABSI initiatives), we believe the use of AIC contributed to this improvement. There were no pediatric-specific safety events identified during implementation. Disclosures Ravi Jhaveri, MD, AstraZeneca (Consultant)Dynavax (Consultant)Elsevier (Other Financial or Material Support, Editorial stipend as Co-EiC, Clinical Therapeutics)Hologic (Consultant)Seqirus (Consultant)
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Affiliation(s)
- Ami B Patel
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | | | - Armela Hadzic
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Nadine A Schulz
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Jannell A Bichl
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Craig M Smith
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | - Erin DeRose
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Catherine Collins
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Jade Clark
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Carolyn Wainer
- Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Maria Hugo
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Mary Lynn Rae
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Michael A Evans
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Eric L Vu
- Lurie Children's Hospital, Chicago, Illinois
| | - Lisa Sohn
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Jerusha Pedersen
- Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Anna M Lund
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | | | | | | | | | - Ravi Jhaveri
- Northwestern University/Lurie Children's Hospital of Chicago, Chicago, Illinois
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Heald-Sargent T, John JD, Toia J, Newman A, Vo T, Semp M, Le K, Rowley AH, Thush P, Joong A, Panek N, Jhaveri R. 1177. Vaccinate Lurie (VaLu) a QI Project to Improve Pediatric Pre-Transplant Immunization Rates. Open Forum Infect Dis 2021. [PMCID: PMC8644662 DOI: 10.1093/ofid/ofab466.1370] [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] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
Immunization prior to transplantation is important due to post-transplant immunosuppression. According to a national study, 15% of pediatric solid organ transplant recipients were hospitalized within 5 years post-transplant for a vaccine preventable illness or RSV. At our large academic pediatric hospital approximately 53% of heart and liver transplant recipients in 2016 -2018 were up to date with tetanus and pneumococcal vaccinations. This QI project was designed to improve our pre-transplant vaccination rates to minimize post-transplant infections.
Methods
An interdisciplinary team was convened including pharmacists, nurses, nurse practitioners, and physicians from cardiology, hepatology, and infectious diseases. After evaluating our current processes and key drivers, we selected interventions to implement via the PDSA model. Our first intervention was to have team members gain access to our statewide vaccine database (ICARE). Our second cycle was to link ICARE to our electronic medical record system (EPIC) for automatic immunization record integration.
Process Map
Key Driver Diagram
Results
Our outcome measure was up to date tetanus and pneumococcal vaccines per the CDC recommendations by age at transplant, as documented in the medical record. We saw an improvement in immunization rates to 100% during the third quarter of 2020 with an overall rate of over 80% for late 2019 - mid 2020. With the understanding that our average wait time for a heart and liver transplant was 2.4 and 3.8 months, respectively, the initiation of our QI project and obtaining access to ICARE by our team members was likely related to the improved vaccination rates. Unfortunately, after the team stopped meeting during the pandemic our immunization completion rates have decreased in 2021, despite implementing institutional access to ICARE.
Control Chart
Conclusion
It is possible to obtain optimal immunization rates for pneumococcal and tetanus vaccines in pediatric heart and liver transplant recipients. Our future interventions include improving vaccinations after catch-up recommendations have been made and sustaining our interventions. Additionally, we look to expand our analysis to include outcomes related to vaccine-preventable diseases after transplantation.
Disclosures
Jacquie Toia, DNP, RN, APN, QarTek (Board Member) Ravi Jhaveri, MD, AstraZeneca (Consultant)Dynavax (Consultant)Elsevier (Other Financial or Material Support, Editorial Stipend as Co-editor in Chief, Clinical Therapeutics)Seqirus (Consultant)
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Affiliation(s)
- Taylor Heald-Sargent
- Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children’s Hospital, Stanley Manne Children’s Research Institute, Chicago, IL
| | | | - Jacquie Toia
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
| | - Alexander Newman
- Ann and Robert H Lurie Children’s Hospital of Chicago, Chicago, IL
| | - Truc Vo
- Lurie Children’s Hospital, Chicago, Illinois
| | | | - Kevin Le
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
| | - Anne H Rowley
- Northwestern University/Lurie Children’s Hospital of Chicago, Chicago, Illinois
| | - Philip Thush
- Northwestern University/Lurie Children’s Hospital, Chicago, Illinois
| | - Anna Joong
- Northwestern University/Lurie Children’s Hospital, Chicago, Illinois
| | | | - Ravi Jhaveri
- Northwestern University Feinberg School of Medicine; Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
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Brennan S, Walters E, Browder SE, Jhaveri R, Willis Z. 91. Knowledge, Attitudes, and Practice of Antibiotic Prescribing among Nurse Practitioners. Open Forum Infect Dis 2021. [PMCID: PMC8643903 DOI: 10.1093/ofid/ofab466.293] [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] [Indexed: 11/28/2022] Open
Abstract
Background Antibiotic overuse (AO) in ambulatory care is an important public health problem. Nurse practitioners (NPs) account for a growing proportion of outpatient antibiotic prescriptions: 14.6% in 2016. Our objective was to assess NPs’ attitudes about antibiotic prescribing practices and knowledge and use of antibiotic prescribing guidelines (APG) in their practice. Methods We distributed a survey via email to NPs listed as licensed by the North Carolina Board of Nursing. Surveys were distributed three times; duplicate responses were not permitted. Respondents who reported not prescribing antibiotics in the outpatient setting were ineligible. Three randomly selected respondents received gift cards. Questions assessed degree type, practice type, years in practice, and attitudes about antibiotic prescribing practices antibiotic stewardship. Respondents answered four questions assessing knowledge of APG. Analyses were descriptive; scores on knowledge questions were compared using T-tests. Results Survey requests were sent to 10,094 listed NPs; there were 846 completed responses (8.4%), of which 672 respondents (79.4%) reported prescribing antibiotics in outpatient care. Of those, 595 (88.5%) treat adult patients. Most respondents agreed that AO is a problem in their state (84.5%); 41.3% agreed that it was a problem in their practice. Patient/family satisfaction was the most frequently reported driver of AO (90.1%). Most respondents agreed that national APG are appropriate (95.4%) and that quality improvement (QI) is warranted (93.4%). Respondents reported following APG always (18.5%) or more than half the time (61.0%). Respondents answered a mean of 1.89 out of 4 knowledge questions correctly, with higher scores among those reporting following APG more than half the time (1.97 vs 1.58, p< 0.0001). ![]()
Overall attitudes about antibiotic prescribing, antibiotic prescribing guidelines, and acceptance of Quality Improvement. N=595. ![]()
Respondents’ reported drivers of antibiotic overuse. Respondents were permitted to select more than one driver. ![]()
Content question performance by self-reported guideline compliance; scores represent the number correct out of four questions. Conclusion Respondents agree that AO is a problem but place responsibility externally. Confidence in APG was high; most respondents endorsed following APG most of the time. Performance on knowledge questions suggests a need for education. Most respondents would welcome QI focused on AO, including education and personalized feedback. Similar work is needed in other regions and among other prescriber groups. The results will inform outpatient antibiotic stewardship. Disclosures Elizabeth Walters, DNP, CPNP-PC, RN, Merck (Consultant, Other Financial or Material Support, I am a trainer for the Nexplanon product.) Ravi Jhaveri, MD, AstraZeneca (Consultant)Dynavax (Consultant)Elsevier (Other Financial or Material Support, Editorial Stipend as Co-editor in Chief, Clinical Therapeutics)Seqirus (Consultant)
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Affiliation(s)
| | | | | | - Ravi Jhaveri
- Northwestern University Feinberg School of Medicine; Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL
| | - Zach Willis
- University of North Carolina, Chapel Hill, NC
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Affiliation(s)
- Ravi Jhaveri
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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Jhaveri R. Big Data and Behavioral Economics in Infectious Diseases. Clin Ther 2021; 43:1646-1648. [PMID: 34635348 PMCID: PMC8500733 DOI: 10.1016/j.clinthera.2021.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 09/12/2021] [Indexed: 11/25/2022]
Affiliation(s)
- Ravi Jhaveri
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
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Green M, Adler-Shohet FC, Blyth CC, Chiotos K, Gerber JS, Jhaveri R, Kociolek L, Martin-Blais R, Palazzi D, Shane AL, Schuster JE, Shulman ST, Storch GA, Weinberg GA, Zaoutis T. COVID-19-Related Submission Priorities From the Journal of the Pediatric Infectious Diseases Society. J Pediatric Infect Dis Soc 2021; 11:1-2. [PMID: 34608936 PMCID: PMC8500135 DOI: 10.1093/jpids/piab093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 09/16/2021] [Indexed: 11/15/2022]
Affiliation(s)
- Michael Green
- Department of Pediatrics and Surgery, University of Pittsburgh School of Medicine, Division of Infectious Diseases, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA,Corresponding Author: Michael Green, MD, MPH, Department of Pediatrics and Surgery, Division of Infectious Diseases, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh School of Medicine, 4401 Penn Ave, Pittsburgh, PA 15224, USA. E-mail:
| | - Felice C Adler-Shohet
- Division of Infectious Diseases, Children’s Hospital of Orange County, Orange, California, USA,Department of Pediatrics, University of California, Irvine School of Medicine, Irvine, California, USA
| | - Christopher C Blyth
- Wesfarmers Centre of Vaccines & Infectious Diseases, Telethon Kids Institute and School of Medicine, University of Western Australia, Perth, Western Australia, Australia
| | - Kathleen Chiotos
- Department of Anesthesiology and Critical Care Medicine, Division of Critical Care, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Jeffrey S Gerber
- Department of Pediatrics, Division of Infectious Diseases, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA,Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Larry Kociolek
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA,Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Rachel Martin-Blais
- Department of Pediatrics, Division of Infectious Diseases, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Debra Palazzi
- Department of Pediatrics, Infectious Diseases Section, Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - Andi L Shane
- Department of Pediatrics, Division of Infectious Diseases, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Jennifer E Schuster
- Department of Pediatrics, Division of Infectious Diseases, Children’s Mercy Kansas City, Kansas City, Missouri, USA
| | - Stanford T Shulman
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA,Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Gregory A Storch
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Geoffrey A Weinberg
- Department of Pediatrics, Division of Infectious Diseases, University of Rochester School of Medicine & Dentistry, Rochester, New York, USA
| | - Theoklis Zaoutis
- Department of Pediatrics, Division of Infectious Diseases, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA,Professor of Pediatrics, 2nd Department of Pediatrics, National and Kapodistrian University of Athens, Athens, Greece
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44
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Jhaveri R. How COVID-19 Is Helping Us Learn More About Diabetes Pathogenesis. Clin Ther 2021; 43:1435-1436. [PMID: 34588131 PMCID: PMC8429364 DOI: 10.1016/j.clinthera.2021.08.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 08/26/2021] [Indexed: 01/08/2023]
Affiliation(s)
- Ravi Jhaveri
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago; Northwestern University Feinberg School of Medicine, Chicago, Illinois
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45
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Jhaveri R, Yee LM, Antala S, Murphy M, Grobman WA, Shah SK. REPLY. Hepatology 2021; 74:2312-2313. [PMID: 33959991 DOI: 10.1002/hep.31887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/08/2022]
Affiliation(s)
- Ravi Jhaveri
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL.,Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital, Chicago, IL
| | - Lynn M Yee
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Swati Antala
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL.,Division of Gastroenterology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Margaret Murphy
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL.,Stanley Manne Children's Research Institute, Chicago, IL
| | - William A Grobman
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Seema K Shah
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL.,Advanced General Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
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Abstract
With the marked increases in electronic health record (EHR) use for providing clinical care, there have been parallel efforts to leverage EHR data for research. EHR repositories offer the promise of vast amounts of clinical data not easily captured with traditional research methods and facilitate clinical epidemiology and comparative effectiveness research, including analyses to identify patients at higher risk for complications or who are better candidates for treatment. These types of studies have been relatively slow to penetrate the field of infectious diseases, but the need for rapid turnaround during the COVID-19 global pandemic has accelerated the uptake. This review discusses the rationale for her network projects, opportunities and challenges that such networks present, and some prior studies within the field of infectious diseases.
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Affiliation(s)
- Ravi Jhaveri
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois; Northwestern University Feinberg School of Medicine, Chicago, Illinois.
| | - Jordan John
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Marc Rosenman
- Northwestern University Feinberg School of Medicine, Chicago, Illinois,Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
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47
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Jhaveri R, Yee LM, Antala S, Murphy M, Grobman WA, Shah SK. Responsible Inclusion of Pregnant Individuals in Eradicating HCV. Hepatology 2021; 74:1645-1651. [PMID: 33743550 DOI: 10.1002/hep.31825] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 03/05/2021] [Accepted: 03/17/2021] [Indexed: 01/08/2023]
Abstract
HCV infections have increased in recent years due to injection drug use and the opioid epidemic. Simultaneously, HCV cure has become a reality, with the advent of direct-acting antivirals (DAAs) and expansion of treatment programs. As a result, HCV screening recommendations now include all adults, including pregnant individuals; and many countries have endorsed widespread DAA access as a strategy to achieve HCV eradication. However, almost universally, pregnant individuals have been systematically excluded from HCV clinical research and treatment programs. This omission runs counter to public health strategies focused on elimination of HCV but is consistent with a historical pattern of exclusion of pregnant individuals from research. Our systematic review of publications on HCV treatment with DAAs in pregnancy revealed only one interventional study, which evaluated sofosbuvir/ledipasvir in 8 pregnant individuals. Given the paucity of research on this issue of great public health importance, we aimed to appraise the current landscape of HCV research/treatment and analyze the ethical considerations for responsibly including pregnant individuals. We propose that pregnancy may be an opportune time to offer HCV treatment given improved access, motivation, and other health care monitoring occurring in the antenatal period. Moreover, treatment of pregnant individuals may support the goal of eliminating perinatal HCV transmission and overcome the established challenges with transitioning care after delivery. The exclusion of pregnant individuals without justification denies them and their offspring access to potential health benefits, raising justice concerns considering growing data on DAA safety and global efforts to promote equitable and comprehensive HCV eradication. Finally, we propose a path forward for research and treatment programs during pregnancy to help advance the goal of HCV elimination.
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Affiliation(s)
- Ravi Jhaveri
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Lynn M Yee
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Swati Antala
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Division of Gastroenterology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Margaret Murphy
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - William A Grobman
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Seema K Shah
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Advanced General Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
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48
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Thompson P, Morgan CE, Ngimbi P, Mwandagalirwa K, Ravelomanana NLR, Tabala M, Fathy M, Kawende B, Muwonga J, Misingi P, Mbendi C, Luhata C, Jhaveri R, Cloherty G, Kaba D, Yotebieng M, Parr JB. Arresting vertical transmission of hepatitis B virus (AVERT-HBV) in pregnant women and their neonates in the Democratic Republic of the Congo: a feasibility study. Lancet Glob Health 2021; 9:e1600-e1609. [PMID: 34416175 PMCID: PMC8607275 DOI: 10.1016/s2214-109x(21)00304-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 06/08/2021] [Accepted: 06/18/2021] [Indexed: 12/12/2022]
Abstract
Background Hepatitis B virus (HBV) remains endemic throughout sub-Saharan Africa despite the widespread availability of effective childhood vaccines. In the Democratic Republic of the Congo, HBV treatment and birth-dose vaccination programmes are not established. We, therefore, aimed to evaluate the feasibility and acceptability of adding HBV testing and treatment of pregnant women as well as the birth-dose vaccination of HBV-exposed infants to the HIV prevention of mother-to-child transmission programme infrastructure in the Democratic Republic of the Congo. Methods We did a feasibility study in two maternity centres in Kinshasa: Binza and Kingasani. Using the already established HIV prevention of mother-to-child transmission programme at these two maternity centres, we screened pregnant women for HBV infection at routine prenatal care registration. Those who tested positive and had a gestational age of 24 weeks or less were included in this study. Eligible pregnant women with a high viral load (≥200 000 IU/mL or HBeAg positivity, or both) were considered as having HBV of high risk of mother-to-child transmission and initiated on oral tenofovir disoproxil fumarate (300 mg/day) between 28 weeks and 32 weeks of gestation and continued through 12 weeks post partum. All HBV-exposed infants received a birth-dose of monovalent HBV vaccine (Euvax-B Pediatric: Sanofi Pasteur, Seoul, South Korea; 0·5 mL) within 24 h of life. All women were followed up for 24 weeks post partum, when they completed an exit questionnaire that assessed the acceptability of study procedures. The primary outcomes were the feasibility of screening pregnant women to identify those at high risk for HBV mother-to-child transmission and to provide them with antiviral prophylaxis, the feasibility of administrating the birth-dose vaccine to exposed infants, and the acceptability of this prevention programme. This study is registered with ClinicalTrials.gov, NCT03567382. Findings Between Sept 24, 2018, and Feb 22, 2019, 4016 women were approached and screened. Of these pregnant women, 109 (2∙7%) were positive for HBsAg. Of the 109 women, 91 (83%) met the eligibility criteria for participation. However, only data from 90 women—excluding one woman who had a false pregnancy—were included in the study analysis. The median overall age of the enrolled women was 31 years (IQR 25–34) and the median overall gestational age was 19 weeks (15–22). Ten (11%) of 91 women evaluated had high-risk HBV infection. Nine (90%) of the ten pregnant women with high-risk HBV infection received tenofovir disoproxil fumarate and one (10%) refused therapy and withdrew from the study; five (56%) of the nine women achieved viral suppression (ie, <200 000 IU/mL) on tenofovir disoproxil fumarate therapy by the time of delivery and the remaining four (44%) had decreased viral loads from enrolment to delivery. A total of 88 infants were born to the 90 enrolled women. Of the 88 infants, 60 (68%) received a birth-dose vaccine; of these, 46 (77%) received a timely birth-dose vaccine. No cases of HBV mother-to-child transmission were observed. No serious adverse events associated with tenofovir disoproxil fumarate nor with the birth-dose vaccine were reported. Only one (11%) of nine women reported dizziness during the course of tenofovir disoproxil fumarate therapy. The study procedures were considered highly acceptable (>80%) among mothers. Interpretation Adding HBV screening and treatment of pregnant women and infant birth-dose vaccination to existing HIV prevention of mother-to-child transmission platforms is feasible in countries such as the Democratic Republic of the Congo. Birth-dose vaccination against HBV infection integrated within the current Expanded Programme on Immunisation and HIV prevention of mother-to-child transmission programme could accelerate progress toward HBV elimination in Africa.
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Affiliation(s)
- Peyton Thompson
- Division of Infectious Diseases, Department of Pediatrics, University of North Carolina, Chapel Hill, NC, USA.
| | - Camille E Morgan
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Patrick Ngimbi
- Kinshasa School of Public Health, Kinshasa, Democratic Republic of the Congo
| | | | | | - Martine Tabala
- Kinshasa School of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Malongo Fathy
- Kinshasa School of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Bienvenu Kawende
- Kinshasa School of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Jérémie Muwonga
- National AIDS Control Program, Kinshasa, Democratic Republic of the Congo
| | - Pacifique Misingi
- National Blood Transfusion Program, Kinshasa, Democratic Republic of the Congo
| | - Charles Mbendi
- Department of Gastroenterology, University Hospital, Kinshasa, Democratic Republic of the Congo
| | - Christophe Luhata
- Expanded Programme on Immunisation, Kinshasa, Democratic Republic of the Congo
| | - Ravi Jhaveri
- Department of Pediatrics, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | - Didine Kaba
- Kinshasa School of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Marcel Yotebieng
- Division of General Internal Medicine, Department of Medicine, Albert Einstein College of Medicine, New York City, NY, USA
| | - Jonathan B Parr
- Department of Medicine, University of North Carolina, Chapel Hill, NC, USA
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49
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Ozer E, Kociolek LK, Jhaveri R. Conversations With the Editors: The Emergence of Variants Amid Population-Wide SARS-CoV-2 Vaccination Efforts: How Much Should We Worry? Clin Ther 2021; 43:1630-1635. [PMID: 34391590 PMCID: PMC8310724 DOI: 10.1016/j.clinthera.2021.07.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 07/20/2021] [Indexed: 11/10/2022]
Affiliation(s)
- Egon Ozer
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Larry K Kociolek
- Division of Infectious Diseases, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Ravi Jhaveri
- Division of Infectious Diseases, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois.
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50
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Jhaveri R, Adler-Shohet FC, Blyth CC, Chiotos K, Gerber JS, Green M, Kociolek L, Martin-Blais R, Palazzi D, Shane AL, Schuster JE, Shulman ST, Storch GA, Weinberg GA, Zaoutis T. Weighing the Risks of Perimyocarditis With the Benefits of SARS-CoV-2 mRNA Vaccination in Adolescents. J Pediatric Infect Dis Soc 2021; 10:937-939. [PMID: 34270752 PMCID: PMC8344506 DOI: 10.1093/jpids/piab061] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 06/30/2021] [Indexed: 01/08/2023]
Affiliation(s)
- Ravi Jhaveri
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA,Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA,Corresponding Author: Ravi Jhaveri MD, Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, 225 E. Chicago Ave, Box 20, Chicago, IL 60611-2991, USA. E-mail:
| | - Felice C Adler-Shohet
- Division of Infectious Diseases, Children’s Hospital of Orange County, Orange, California, USA,Department of Pediatrics, University of California, Irvine School of Medicine, Irvine, California, USA
| | - Christopher C Blyth
- Wesfarmers Centre of Vaccines & Infectious Diseases, Telethon Kids Institute and School of Medicine, University of Western Australia, Perth, Western Australia, Australia
| | - Kathleen Chiotos
- Department of Anesthesiology and Critical Care Medicine, Division of Critical Care, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Jeffrey S Gerber
- Department of Pediatrics, Division of Infectious Diseases, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Michael Green
- Department of Pediatrics and Surgery, University of Pittsburgh School of Medicine, Division of Infectious Diseases, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Larry Kociolek
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA,Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Rachel Martin-Blais
- Department of Pediatrics, Division of Infectious Diseases, University of California, Los Angeles, Los Angeles, California, USA
| | - Debra Palazzi
- Department of Pediatrics, Infectious Diseases Section, Baylor College of Medicine and Texas Children’s Hospital, Houston, Texas, USA
| | - Andi L Shane
- Department of Pediatrics, Division of Infectious Diseases, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Jennifer E Schuster
- Department of Pediatrics, Division of Infectious Diseases, Children’s Mercy Kansas City, Kansas City, Missouri, USA
| | - Stanford T Shulman
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA,Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Gregory A Storch
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Geoffrey A Weinberg
- Department of Pediatrics, Division of Infectious Diseases, University of Rochester School of Medicine & Dentistry, Rochester, New York, USA
| | - Theoklis Zaoutis
- Department of Pediatrics, Division of Infectious Diseases, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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