345 results on '"Grace M. Lee"'
Search Results
2. Spectrum of severity of multisystem inflammatory syndrome in children: an EHR-based cohort study from the RECOVER program
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Suchitra Rao, Naimin Jing, Xiaokang Liu, Vitaly Lorman, Mitchell Maltenfort, Julia Schuchard, Qiong Wu, Jiayi Tong, Hanieh Razzaghi, Asuncion Mejias, Grace M. Lee, Nathan M. Pajor, Grant S. Schulert, Deepika Thacker, Ravi Jhaveri, Dimitri A. Christakis, L. Charles Bailey, Christopher B. Forrest, and Yong Chen
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Medicine ,Science - Abstract
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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- 2023
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3. Projected risks and health benefits of vaccination against herpes zoster and related complications in US adults
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Cara B. Janusz, Tara C. Anderson, Andrew J. Leidner, Grace M. Lee, Kathleen Dooling, and Lisa A. Prosser
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herpes zoster vaccination ,recombinant zoster vaccine ,shingrix ,adult vaccination ,risk-benefit ,vaccine safety ,Immunologic diseases. Allergy ,RC581-607 ,Therapeutics. Pharmacology ,RM1-950 - Abstract
The Advisory Committee on Immunization Practices (ACIP) recommends recombinant zoster vaccine (RZV) to prevent against herpes zoster (HZ) and related complications in immunocompetent adults ≥50 y and immunocompromised adults ≥19 y. In 2019, a statistical safety signal for Guillain-Barré syndrome (GBS) following RZV was identified using data from the Vaccine Safety Datalink (VSD). Subsequently, the U.S. Food and Drug Administration (FDA), the Centers for Disease Control and Prevention (CDC), and collaborators undertook additional analyses using Centers for Medicare & Medicaid Services (CMS) Medicare data to further investigate the potential risk of GBS following RZV. Concurrently, epidemiologic data suggested a potentially elevated risk of GBS following HZ in U.S. adults. Using data from these sources and a published simulation model, this study evaluated the health benefits and risks associated with vaccinating immunocompetent adults ≥50 y with RZV compared to no vaccination. In the base case analysis, RZV vaccination averted 43,000–63,000 cases of HZ, including GBS complications, per million vaccinated per 10-y age cohort compared to 3–6 additional cases of GBS projected following RZV per million vaccinated in the same population. This analysis highlights the projected health benefits of RZV vaccination compared to the relatively low potential risk of GBS following RZV.
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- 2022
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4. Large-Scale Testing of Asymptomatic Healthcare Personnel for Severe Acute Respiratory Syndrome Coronavirus 2
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Catherine A. Hogan, Saurabh Gombar, Hannah Wang, Katharina Röltgen, Run-Zhang Shi, Marisa Holubar, Sang-ick Chang, Grace M. Lee, Scott D. Boyd, James Zehnder, and Benjamin A. Pinsky
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severe acute respiratory syndrome coronavirus 2 ,SARS-CoV-2 ,coronavirus ,viruses ,coronavirus disease ,COVID-19 ,Medicine ,Infectious and parasitic diseases ,RC109-216 - Abstract
Large-scale, 1-time testing of >12,000 asymptomatic healthcare personnel in California, USA, during April–June 2020 showed that prevalence of severe acute respiratory syndrome coronavirus 2 was low (
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- 2021
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5. Implementation of clinical practice changes in the PICU: a qualitative study using and refining the iPARIHS framework
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Katherine M. Steffen, Laura M. Holdsworth, Mackenzie A. Ford, Grace M. Lee, Steven M. Asch, and Enola K. Proctor
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Clinical practice change ,Implementation ,Intensive care unit ,Pediatric ,Medicine (General) ,R5-920 - Abstract
Abstract Background Like in many settings, implementation of evidence-based practices often fall short in pediatric intensive care units (PICU). Very few prior studies have applied implementation science frameworks to understand how best to improve practices in this unique environment. We used the relatively new integrated Promoting Action on Research Implementation in Health Services (iPARIHS) framework to assess practice improvement in the PICU and to explore the utility of the framework itself for that purpose. Methods We used the iPARIHS framework to guide development of a semi-structured interview tool to examine barriers, facilitators, and the process of change in the PICU. A framework approach to qualitative analysis, developed around iPARIHS constructs and subconstructs, helped identify patterns and themes in provider interviews. We assessed the utility of iPARIHS to inform PICU practice change. Results Fifty multi-professional providers working in 8 U.S. PICUs completed interviews. iPARIHS constructs shaped the development of a process model for change that consisted of phases that include planning, a decision to adopt change, implementation and facilitation, and sustainability; the PICU environment shaped each phase. Large, complex multi-professional teams, and high-stakes work at near-capacity impaired receptivity to change. While the unit leaders made decisions to pursue change, providers’ willingness to accept change was based on the evidence for the change, and provider’s experiences, beliefs, and capacity to integrate change into a demanding workflow. Limited analytic structures and resources frustrated attempts to monitor changes’ impacts. Variable provider engagement, time allocated to work on changes, and limited collaboration impacted facilitation. iPARIHS constructs were useful in exploring implementation; however, we identified inter-relation of subconstructs, unique concepts not captured by the framework, and a need for subconstructs to further describe facilitation. Conclusions The PICU environment significantly shaped the implementation. The described process model for implementation may be useful to guide efforts to integrate changes and select implementation strategies. iPARIHS was adequate to identify barriers and facilitators of change; however, further elaboration of subconstructs for facilitation would be helpful to operationalize the framework. Trial registration Not applicable, as no health care intervention was performed.
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- 2021
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6. Characteristics of antifungal utilization for hospitalized children in the United States
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Lourdes Eguiguren, Brian R. Lee, Jason G. Newland, Matthew P. Kronman, Adam L. Hersh, Jeffrey S. Gerber, Grace M. Lee, and Hayden T. Schwenk
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Infectious and parasitic diseases ,RC109-216 ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Objective: To characterize antifungal prescribing patterns, including the indication for antifungal use, in hospitalized children across the United States. Design: We analyzed antifungal prescribing data from 32 hospitals that participated in the SHARPS Antibiotic Resistance, Prescribing, and Efficacy among Children (SHARPEC) study, a cross-sectional point-prevalence survey conducted between June 2016 and December 2017. Methods: Inpatients aged 1 antifungal, most often as targeted therapy (48%). The antifungal prescribing rate ranged from 13.6 to 131.2 antifungals per 1,000 patients across hospitals (P < .001). Conclusions: Most antifungal use in hospitalized children was for prophylaxis, and the rate of antifungal prescribing varied significantly across hospitals. Potential targets for antifungal stewardship efforts include high-risk, high-utilization populations, such as oncology and bone marrow transplant patients, and specific patterns of utilization, including prophylactic and combination antifungal therapy.
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- 2022
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7. Factors Influencing Implementation of Blood Transfusion Recommendations in Pediatric Critical Care Units
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Katherine M. Steffen, Philip C. Spinella, Laura M. Holdsworth, Mackenzie A. Ford, Grace M. Lee, Steven M. Asch, Enola K. Proctor, and Allan Doctor
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erythrocyte transfusion ,critical care ,pediatrics ,pediatric intensive care unit ,clinical practice guideline ,implementation science ,Pediatrics ,RJ1-570 - Abstract
Purpose: Risks of red blood cell transfusion may outweigh benefits for many patients in Pediatric Intensive Care Units (PICUs). The Transfusion and Anemia eXpertise Initiative (TAXI) recommendations seek to limit unnecessary and potentially harmful transfusions, but use has been variable. We sought to identify barriers and facilitators to using the TAXI recommendations to inform implementation efforts.Materials and Methods: The integrated Promoting Action on Research Implementation in Health Services (iPARIHS) framework guided semi-structured interviews conducted in 8 U.S. ICUs; 50 providers in multiple ICU roles completed interviews. Adapted Framework analysis, a form of content analysis, used the iPARIHS innovation, recipient, context and facilitation constructs and subconstructs to categorize data and identify patterns as well as unique informative statements.Results: Providers perceived that the TAXI recommendations would reduce transfusion rates and practice variability, but adoption faced challenges posed by attitudes around transfusion and care in busy and complex units. Development of widespread buy-in and inclusion in implementation, integration into workflow, designating committed champions, and monitoring outcomes data were expected to enhance implementation.Conclusions: Targeted activities to create buy-in, educate, and plan for use are necessary for TAXI implementation. Recognition of contextual challenges posed by the PICU environment and an approach that adjusts for barriers may optimize adoption.
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- 2021
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8. Heterogeneity in neutrophil responses to immune complexes
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Madelaine Duarte, Maragatha Kuchibhatla, Sanjay Khandelwal, Gowthami M. Arepally, and Grace M. Lee
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Specialties of internal medicine ,RC581-951 - Abstract
Abstract: Immune complexes (ICs) can trigger inflammation and thrombosis, in part, by activating neutrophils. Much attention has focused on the serologic characteristics of ICs and Fc receptors associated with cellular activation, but few studies have examined host susceptibility to neutrophil activation by ICs. Here, we use a novel whole blood system to investigate the ability of ICs to cause neutrophil activation and degranulation. Using monoclonal anti-platelet factor 4/heparin (PF4/heparin), anti-protamine/heparin antibodies, patient-derived anti-PF4/heparin antibodies, and heat-aggregated immunoglobulin G as model ICs, we demonstrate that heparin-containing ICs cause robust, heparin-dependent neutrophil activation and degranulation which is mediated by both FcγRIIa and complement. Longitudinal testing over a 1-year period shows that an individual's neutrophil response to ICs represents a fixed phenotype resulting in high, intermediate, or low reactivity. Examination of individuals at the extremes of reactivity (high vs low) shows that phenotypic variation resides in the cellular compartment and is correlated with host white blood cell count and absolute neutrophil count, but not age, sex, race, polymorphisms in neutrophil Fcγ receptors, or CR1, CR3, and Fcγ receptor expression on neutrophils. Together, these studies demonstrate that susceptibility to neutrophil activation by ICs is intrinsic to the host and is likely genetic in origin. These findings may be relevant to the heterogeneous clinical outcomes seen in patients with heparin-induced thrombocytopenia and other IC-mediated disorders and could potentially identify patients at high risk for thrombotic and inflammatory complications.
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- 2019
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9. Serologic characterization of anti-protamine/heparin and anti-PF4/heparin antibodies
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Grace M. Lee, Manali Joglekar, Maragatha Kuchibhatla, Sanjay Khandelwal, Rui Qi, Lubica Rauova, and Gowthami M. Arepally
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Specialties of internal medicine ,RC581-951 - Abstract
Abstract: Anti-protamine (PRT)/heparin antibodies are a newly described class of heparin-dependent antibodies occurring in patients exposed to PRT and heparin during cardiac surgery. To understand the biologic significance of anti-PRT/heparin antibodies, we developed a murine monoclonal antibody (ADA) specific for PRT/heparin complexes and compared it to patient-derived anti-PRT/heparin antibodies, as well as comparing polyclonal and monoclonal antibodies with anti–platelet factor 4 (PF4)/heparin. Using monoclonal antibodies and polyclonal patient-derived antibodies, we show distinctive binding patterns of anti-PRT/heparin antibodies as compared with PF4/heparin antibodies. Whereas heparin-induced thrombocytopenia (HIT) antibody binding to PF4/heparin is inhibited by relatively low doses of heparin (0-1 U/mL), anti-PRT/heparin antibodies, including ADA, retain binding to PRT/heparin over a broad range of heparin concentrations (0-50 U/mL). Unlike PF4/heparin antibodies, which recognize PF4 complexed to purified or cell-associated glycosaminoglycans (GAGs), anti-PRT/heparin antibodies show variable binding to cell-associated GAGs. Further, binding of anti-PRT/heparin antibodies to PRT/dextran complexes correlates closely with the ability of antibodies to bind to cell-surface PRT. These findings suggest that antibody binding to PRT/dextran may identify a subset of clinically relevant anti-PRT/heparin antibodies that can bind to cell-surface GAGs. Together, these findings show important serologic differences between HIT and anti-PRT/heparin antibodies, which may account for the variability in disease expression of the two classes of heparin-dependent antibodies.
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- 2017
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10. The Association Between Central Line-Associated Bloodstream Infection and Central Line Access*
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Andrew Ward, Augustine Chemparathy, Martin Seneviratne, Shabnam Gaskari, Roshni Mathew, Matthew Wood, Lane F. Donnelly, Grace M. Lee, David Scheinker, and Andrew Y. Shin
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Critical Care and Intensive Care Medicine - Published
- 2023
11. Minimal role for the alternative pathway in complement activation by HIT immune complexes
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Ayiesha P. Barnes, Sanjay Khandelwal, Simone Sartoretto, Sooho Myoung, Samuel J. Francis, Grace M. Lee, Lubica Rauova, Douglas B. Cines, Jon T. Skare, Charles E. Booth, Brandon L. Garcia, and Gowthami M. Arepally
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Heparin ,Immunoglobulin G ,Esterases ,Humans ,Complement Factor D ,Antigen-Antibody Complex ,Complement System Proteins ,Hematology ,Thrombocytopenia ,Complement Activation ,Receptors, Complement - Abstract
Anti-platelet factor 4 (PF4)/heparin immune complexes that cause heparin-induced thrombocytopenia (HIT) activate complement via the classical pathway. Previous studies have shown that the alternative pathway of complement substantially amplifies the classical pathway of complement activation through the C3b feedback cycle.These studies sought to examine the contributions of the alternative pathway to complement activation by HIT antibodies.Using IgG monoclonal (KKO) and/or patient-derived HIT antibodies, we compared the effects of classical pathway (BBK32 and C1-esterase inhibitor [C1-INH]), alternative pathway (anti-factor B [fB] or factor D [fD] inhibitor) or combined classical and alternative pathway inhibition (soluble complement receptor 1 [sCR1]) in whole blood or plasma.Classical pathway inhibitors BBK32 and C1-INH and the combined classical/alternative pathway inhibitor sCR1 prevented KKO/HIT immune complex-induced complement activation, including release of C3 and C5 activation products, binding of immune complexes to B cells, and neutrophil activation. The alternative pathway inhibitors fB and fD, however, did not affect complement activation by KKO/HIT immune complexes. Similarly, alternative pathway inhibition had no effect on complement activation by unrelated immune complexes consisting of anti-dinitrophenyl (DNP) antibody and the multivalent DNP--keyhole limpet hemocyanin antigen.Collectively, these findings suggest the alternative pathway contributes little in support of complement activation by HIT immune complexes. Additional in vitro and in vivo studies are required to examine if this property is shared by most IgG-containing immune complexes or if predominance of the classic pathway is limited to immune complexes composed of multivalent antigens.
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- 2022
12. Interim Recommendations of the Advisory Committee on Immunization Practices for Use of Moderna and Pfizer-BioNTech COVID-19 Vaccines in Children Aged 6 Months–5 Years — United States, June 2022
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Katherine E. Fleming-Dutra, Megan Wallace, Danielle L. Moulia, Evelyn Twentyman, Lauren E. Roper, Elisha Hall, Ruth Link-Gelles, Monica Godfrey, Kate R. Woodworth, Tara C. Anderson, Amy B. Rubis, Edwin Shanley, Jefferson M. Jones, Rebecca L. Morgan, Oliver Brooks, H. Keipp Talbot, Grace M. Lee, Beth P. Bell, Matthew Daley, Sarah Meyer, and Sara E. Oliver
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COVID-19 Vaccines ,Health (social science) ,SARS-CoV-2 ,Epidemiology ,Health, Toxicology and Mutagenesis ,Advisory Committees ,Vaccination ,COVID-19 ,General Medicine ,United States ,Young Adult ,Health Information Management ,Child, Preschool ,Humans ,Immunization ,Child ,BNT162 Vaccine ,2019-nCoV Vaccine mRNA-1273 - Abstract
On June 17, 2022, the Food and Drug Administration (FDA) issued Emergency Use Authorization (EUA) amendments for the mRNA-1273 (Moderna) COVID-19 vaccine for use in children aged 6 months-5 years, administered as 2 doses (25 µg [0.25 mL] each), 4 weeks apart, and BNT162b2 (Pfizer-BioNTech) COVID-19 vaccine for use in children aged 6 months-4 years, administered as 3 doses (3 µg [0.2 mL] each), at intervals of 3 weeks between doses 1 and 2 and ≥8 weeks between doses 2 and 3. On June 18, 2022, the Advisory Committee on Immunization Practices (ACIP) issued separate interim recommendations for use of the Moderna COVID-19 vaccine in children aged 6 months-5 years and the Pfizer-BioNTech COVID-19 vaccine in children aged 6 months-4 years for the prevention of COVID-19.* Both the Moderna and Pfizer-BioNTech COVID-19 vaccines met the criteria for immunobridging, which is the comparison of neutralizing antibody levels postvaccination in young children with those in young adults in whom efficacy had been demonstrated. Descriptive efficacy analyses were also conducted for both Moderna and Pfizer-BioNTech COVID-19 vaccines during the period when the Omicron variant of SARS-CoV-2 (the virus that causes COVID-19) predominated. No specific safety concerns were identified among recipients of either vaccine. ACIP recommendations for the use of the Moderna COVID-19 vaccine and the Pfizer-BioNTech COVID-19 vaccine in children aged 6 months-5 years and 6 months-4 years, respectively, are interim and will be updated as additional information becomes available. Vaccination is important for protecting children aged 6 months-5 years against COVID-19.
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- 2022
13. Factors influencing pediatric transfusion: A complex decision impacting quality of care
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Katherine M. Steffen, Philip C. Spinella, Laura M. Holdsworth, Mackenzie Ford, Grace M. Lee, Steven M. Asch, Enola K. Proctor, and Allan Doctor
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Immunology ,Immunology and Allergy ,Hematology - Published
- 2023
14. Use of recombinant zoster vaccine in immunocompromised adults aged ≥19 years: Recommendations of the Advisory Committee on Immunization Practices—United States, 2022
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Tara C. Anderson, Nina B. Masters, Angela Guo, Leah Shepersky, Andrew J. Leidner, Grace M. Lee, Camille N. Kotton, and Kathleen L. Dooling
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Transplantation ,Immunology and Allergy ,Pharmacology (medical) - Published
- 2022
15. National Healthcare Safety Network 2018 Baseline Neonatal Standardized Antimicrobial Administration Ratios
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Erin N. O’Leary, Jonathan R. Edwards, Arjun Srinivasan, Melinda M. Neuhauser, Minn M. Soe, Amy K. Webb, Erika M. Edwards, Jeffrey D. Horbar, Roger F. Soll, Jessica Roberts, Lauri A. Hicks, Hsiu Wu, Denise Zayack, David Braun, Susan Cali, William H. Edwards, Dustin D. Flannery, Katherine E. Fleming-Dutra, Judith A. Guzman-Cottrill, Michael Kuzniewicz, Grace M. Lee, Jason Newland, Jared Olson, Karen M. Puopolo, Stefanie P. Rogers, Joseph Schulman, Edward Septimus, and Daniel A. Pollock
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Adult ,Pediatrics, Perinatology and Child Health ,Infant, Newborn ,Humans ,General Medicine ,Centers for Disease Control and Prevention, U.S ,Child ,Delivery of Health Care ,Pediatrics ,Hospitals ,United States ,Anti-Bacterial Agents - Abstract
BACKGROUND The microbiologic etiologies, clinical manifestations, and antimicrobial treatment of neonatal infections differ substantially from infections in adult and pediatric patient populations. In 2019, the Centers for Disease Control and Prevention developed neonatal-specific (Standardized Antimicrobial Administration Ratios SAARs), a set of risk-adjusted antimicrobial use metrics that hospitals participating in the National Healthcare Safety Network’s (NHSN’s) antimicrobial use surveillance can use in their antibiotic stewardship programs (ASPs). METHODS The Centers for Disease Control and Prevention, in collaboration with the Vermont Oxford Network, identified eligible patient care locations, defined SAAR agent categories, and implemented neonatal-specific NHSN Annual Hospital Survey questions to gather hospital-level data necessary for risk adjustment. SAAR predictive models were developed using 2018 data reported to NHSN from eligible neonatal units. RESULTS The 2018 baseline neonatal SAAR models were developed for 7 SAAR antimicrobial agent categories using data reported from 324 neonatal units in 304 unique hospitals. Final models were used to calculate predicted antimicrobial days, the SAAR denominator, for level II neonatal special care nurseries and level II/III, III, and IV NICUs. CONCLUSIONS NHSN’s initial set of neonatal SAARs provides a way for hospital ASPs to assess whether antimicrobial agents in their facility are used at significantly higher or lower rates compared with a national baseline or whether an individual SAAR value is above or below a specific percentile on a given SAAR distribution, which can prompt investigations into prescribing practices and inform ASP interventions.
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- 2022
16. Understanding pediatric long COVID using a tree-based scan statistic approach: an EHR-based cohort study from the RECOVER Program
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Vitaly Lorman, Suchitra Rao, Ravi Jhaveri, Abigail Case, Asuncion Mejias, Nathan M. Pajor, Payal Patel, Deepika Thacker, Seuli Bose-Brill, Jason Block, Patrick C. Hanley, Priya Prahalad, Yong Chen, Christopher B. Forrest, L. Charles Bailey, Grace M. Lee, and Hanieh Razzaghi
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Health Informatics - Abstract
STRUCTURED ABSTRACTObjectivesPost-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 MethodsWe 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.ResultsWe 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.DiscussionOur study addresses methodological limitations of prior studies that rely on pre-specified 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.ConclusionWe 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.LAY SUMMARYPediatric long COVID in children does not currently have a precise clinical definition, in part due to its widely varying presentation in kids. By comparing children diagnosed with long COVID to children who had COVID-19 but were not diagnosed with long COVID, this study identified several groups of symptoms and conditions that are associated with pediatric long COVID. These findings can be used towards developing a precise definition of long COVID in children for use in future studies.
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- 2023
17. A machine learning-based phenotype for long COVID in children: an EHR-based study from the RECOVER program
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Vitaly Lorman, Hanieh Razzaghi, Xing Song, Keith Morse, Levon Utidjian, Andrea J. Allen, Suchitra Rao, Colin Rogerson, Tellen D. Bennett, Hiroki Morizono, Daniel Eckrich, Ravi Jhaveri, Yungui Huang, Daksha Ranade, Nathan Pajor, Grace M. Lee, Christopher B. Forrest, and L. Charles Bailey
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BackgroundAs 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 FindingsIn 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.ConclusionsThe 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 SourceThis 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.DisclaimerThe 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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- 2022
18. Pediatric Nirmatrelvir/Ritonavir Prescribing Patterns During the COVID-19 Pandemic
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Seuli Bose-Brill, Kathryn Hirabayashi, Nathan M Pajor, Suchitra Rao, Asuncion Mejias, Ravi Jhaveri, Christopher B. Forrest, Charles Bailey, Dimitri A. Christakis, Deepika Thacker, Patrick C. Hanley, Payal B. Patel, Jonathan D. Cogen, Jason P. Block, Priya Prahalad, Vitaly Lorman, and Grace M. Lee
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Article - Abstract
ObjectiveThis study was conducted to identify rates of pediatric nirmatrelvir/ritonavir (Paxlovid) prescriptions overall and by patient characteristics.MethodsPatients 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.ResultsOf 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.ConclusionClinicians 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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- 2022
19. Associations between area-level health-related social factor indices and risk of acute COVID-19: An EHR-based cohort study from the RECOVER program
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Deena J. Chisolm, Ryan Webb, Katherine S. Salamon, Julia Schuchard, Eneida A Mendonca, Marion R. Sills, Payal B Patel, Jordan Musante, Christopher B. Forrest, Ravi Jhaveri, Nathan M Pajor, Suchitra Rao, Grace M. Lee, and Asuncion Mejias
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BackgroundResearch demonstrates that SARS-CoV-2 infection (COVID-19) among adults disproportionately impacts racial and ethnic minorities and those living in lower-income communities. Similar research in children is limited due, in part, to the relatively low COVID-19 incidence in children compared to adults. This analysis, conducted as part of the RECOVER Initiative, explores this question.MethodsElectronic health record (EHR) data from PEDSnet, a multi-institutional research network of pediatric healthcare organizations, were geocoded and linked to two indices of contextual social deprivation: the Area Deprivation Index and the Child Opportunity Index. Univariate statistics were employed to test the association between each index and COVID19 positivity among children ages 0-20 tested at one of six Children’s hospitals. Multivariate logistic regression was used to explore the relationship between these social context indices and racial disparities in positivity, controlling co-variates.ResultsBoth ADI and COI were significantly associated with COVID-19 positivity in univariate and adjusted models, particularly in the pre-delta and delta variant waves. ADI showed a stronger association. Higher rates of positivity were found for non-Hispanic Black, Hispanic, and multi-racial children compared to non-Hispanic White children. These racial disparities remained significant after control for either index and for other variables.ConclusionADI and COI are significantly associated with COVID-19 test positivity in a population of children and adolescents tested in children’s hospital settings. These social contextual variables do not fully explain racial disparities, arguing that racial disparities are not solely a reflection of socioeconomic status. Future disparities research should consider both race and social context.
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- 2022
20. The Advisory Committee on Immunization Practices’ Interim Recommendation for Use of Pfizer-BioNTech COVID-19 Vaccine in Children Aged 5–11 Years — United States, November 2021
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Grace M. Lee, Jefferson M. Jones, Mary Chamberland, Rebecca L. Morgan, Danielle Moulia, Sarah Mbaeyi, Matthew F. Daley, Kathleen Dooling, Oliver Brooks, Sujan Reddy, Sara E. Oliver, Jennifer P Collins, Doug Campos-Outcalt, Beth P. Bell, Stephen C. Hadler, Kate R. Woodworth, and H. Keipp Talbot
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medicine.medical_specialty ,Emergency Use Authorization ,COVID-19 Vaccines ,Health (social science) ,Coronavirus disease 2019 (COVID-19) ,Epidemiology ,viruses ,Health, Toxicology and Mutagenesis ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,Advisory committee ,Advisory Committees ,Health Information Management ,Interim ,medicine ,Humans ,Full Report ,Child ,Drug Approval ,BNT162 Vaccine ,Immunization Schedule ,United States Food and Drug Administration ,business.industry ,COVID-19 ,General Medicine ,United States ,Vaccination ,Immunization ,Family medicine ,Practice Guidelines as Topic ,Biologics License Application ,Centers for Disease Control and Prevention, U.S ,business - Abstract
The Pfizer-BioNTech COVID-19 (BNT162b2) vaccine is a lipid nanoparticle-formulated, nucleoside-modified mRNA vaccine encoding the prefusion spike glycoprotein of SARS-CoV-2, the virus that causes COVID-19. On August 23, 2021, the Food and Drug Administration (FDA) approved a Biologics License Application (BLA) for use of the Pfizer-BioNTech COVID-19 vaccine, marketed as Comirnaty (Pfizer, Inc.), in persons aged ≥16 years (1). The Pfizer-BioNTech COVID-19 vaccine is also recommended for adolescents aged 12-15 years under an Emergency Use Authorization (EUA) (1). All persons aged ≥12 years are recommended to receive 2 doses (30 μg, 0.3 mL each), administered 3 weeks apart (2,3). As of November 2, 2021, approximately 248 million doses of the Pfizer-BioNTech COVID-19 vaccine had been administered to persons aged ≥12 years in the United States.* On October 29, 2021, FDA issued an EUA amendment for a new formulation of Pfizer-BioNTech COVID-19 vaccine for use in children aged 5-11 years, administered as 2 doses (10 μg, 0.2 mL each), 3 weeks apart (Table) (1). On November 2, 2021, the Advisory Committee on Immunization Practices (ACIP) issued an interim recommendation† for use of the Pfizer-BioNTech COVID-19 vaccine in children aged 5-11 years for the prevention of COVID-19. To guide its deliberations regarding recommendations for the vaccine, ACIP used the Evidence to Recommendation (EtR) Framework§ and incorporated a Grading of Recommendations, Assessment, Development and Evaluation (GRADE) approach.¶ The ACIP recommendation for the use of the Pfizer-BioNTech COVID-19 vaccine in children aged 5-11 years under an EUA is interim and will be updated as additional information becomes available. The Pfizer-BioNTech COVID-19 vaccine has high efficacy (>90%) against COVID-19 in children aged 5-11 years, and ACIP determined benefits outweigh risks for vaccination. Vaccination is important to protect children against COVID-19 and reduce community transmission of SARS-CoV-2.
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- 2021
21. The Advisory Committee on Immunization Practices’ Interim Recommendations for Additional Primary and Booster Doses of COVID-19 Vaccines — United States, 2021
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Mary Chamberland, Camille Kotton, Matthew F. Daley, Beth P. Bell, Sujan Reddy, Sara E. Oliver, Grace M. Lee, Rebecca L. Morgan, Monica Godfrey, Megan J. Wallace, Sarah Mbaeyi, Neela D Goswami, H. Keipp Talbot, Kathleen Dooling, Danielle Moulia, Kristine M. Schmit, Heidi Moline, Oliver Brooks, Stephen C. Hadler, Jennifer P Collins, Jefferson M. Jones, and Doug Campos-Outcalt
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Adult ,Emergency Use Authorization ,Pediatrics ,medicine.medical_specialty ,Health (social science) ,COVID-19 Vaccines ,Adolescent ,Epidemiology ,Health, Toxicology and Mutagenesis ,Advisory Committees ,Booster dose ,Viral vector ,Young Adult ,Health Information Management ,Health care ,Medicine ,Adverse Drug Reaction Reporting Systems ,Humans ,Full Report ,Drug Approval ,Aged ,Booster (rocketry) ,business.industry ,United States Food and Drug Administration ,COVID-19 ,General Medicine ,Middle Aged ,United States ,Vaccination ,Immunization ,Practice Guidelines as Topic ,Biologics License Application ,Centers for Disease Control and Prevention, U.S ,business - Abstract
Three COVID-19 vaccines are currently approved under a Biologics License Application (BLA) or authorized under an Emergency Use Authorization (EUA) by the Food and Drug Administration (FDA) and recommended for primary vaccination by the Advisory Committee on Immunization Practices (ACIP) in the United States: the 2-dose mRNA-based Pfizer-BioNTech/Comirnaty and Moderna COVID-19 vaccines and the single-dose adenovirus vector-based Janssen (Johnson & Johnson) COVID-19 vaccine (1,2) (Box 1). In August 2021, FDA amended the EUAs for the two mRNA COVID-19 vaccines to allow for an additional primary dose in certain immunocompromised recipients of an initial mRNA COVID-19 vaccination series (1). During September-October 2021, FDA amended the EUAs to allow for a COVID-19 vaccine booster dose following a primary mRNA COVID-19 vaccination series in certain recipients aged ≥18 years who are at increased risk for serious complications of COVID-19 or exposure to SARS-CoV-2 (the virus that causes COVID-19), as well as in recipients aged ≥18 years of Janssen COVID-19 vaccine (1) (Table). For the purposes of these recommendations, an additional primary (hereafter additional) dose refers to a dose of vaccine administered to persons who likely did not mount a protective immune response after initial vaccination. A booster dose refers to a dose of vaccine administered to enhance or restore protection by the primary vaccination, which might have waned over time. Health care professionals play a critical role in COVID-19 vaccination efforts, including for primary, additional, and booster vaccination, particularly to protect patients who are at increased risk for severe illness and death.
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- 2021
22. Neoadjuvant versus Postoperative Chemoradiotherapy is Associated with Improved Survival for Patients with Resectable Gastric and Gastroesophageal Cancer
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Christine E. Eyler, Lorraine C. Drapek, Nora Horick, Jeffrey W. Clark, David H. Berger, David P. Ryan, Sam Klempner, Grace M. Lee, Aparna Raj Parikh, Daniel Kim, Florence K. Keane, Eric Roeland, John T. Mullen, Theodore S. Hong, Jennifer Y. Wo, Guichao Li, and Jill N. Allen
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medicine.medical_specialty ,genetic structures ,business.industry ,medicine.medical_treatment ,Hazard ratio ,Cancer ,Retrospective cohort study ,medicine.disease ,Gastroenterology ,Radiation therapy ,Oncology ,Internal medicine ,medicine ,Clinical endpoint ,Adenocarcinoma ,Surgery ,Stage (cooking) ,business ,Chemoradiotherapy - Abstract
The optimal timing of chemoradiotherapy (CRT) for patients with localized gastric cancer remains unclear. This study aimed to compare the survival outcomes between neoadjuvant and postoperative CRT for patients with gastric and gastroesophageal junction (GEJ) cancer. This retrospective study analyzed 152 patients with gastric (42%) or GEJ (58%) adenocarcinoma who underwent definitive surgical resection and received either neoadjuvant or postoperative CRT between 2005 and 2017 at the authors’ institution. The primary end point of the study was overall survival (OS). The median follow-up period was 37.5 months. Neoadjuvant CRT was performed for 102 patients (67%) and postoperative CRT for 50 patients (33%). The patients who received neoadjuvant CRT were more likely to be male and to have a GEJ tumor, positive lymph nodes, and a higher clinical stage. The median radiotherapy (RT) dose was 50.4 Gy for neoadjuvant RT and 45.0 Gy for postoperative RT (p
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- 2021
23. Interim Recommendations from the Advisory Committee on Immunization Practices for the Use of Bivalent Booster Doses of COVID-19 Vaccines - United States, October 2022
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Hannah G. Rosenblum, Megan Wallace, Monica Godfrey, Lauren E. Roper, Elisha Hall, Katherine E. Fleming-Dutra, Ruth Link-Gelles, Tamara Pilishvili, Jennifer Williams, Danielle L. Moulia, Oliver Brooks, H. Keipp Talbot, Grace M. Lee, Beth P. Bell, Matthew F. Daley, Sarah Meyer, Sara E. Oliver, and Evelyn Twentyman
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Health (social science) ,COVID-19 Vaccines ,Epidemiology ,SARS-CoV-2 ,Health, Toxicology and Mutagenesis ,Advisory Committees ,Vaccination ,COVID-19 ,General Medicine ,United States ,Health Information Management ,Humans ,Immunization ,RNA, Messenger ,BNT162 Vaccine - Abstract
Four COVID-19 vaccines are currently approved for primary series vaccination in the United States under a Biologics License Application or authorized under an emergency use authorization (EUA) by the Food and Drug Administration (FDA), and recommended for primary series vaccination by the Advisory Committee on Immunization Practices (ACIP): 1) the 2- or 3-dose monovalent mRNA BNT162b2 (Pfizer-BioNTech, Comirnaty) COVID-19 vaccine; 2) the 2- or 3-dose monovalent mRNA mRNA-1273 (Moderna, Spikevax) COVID-19 vaccine; 3) the single-dose adenovirus vector-based Ad26.COV.S (Janssen [JohnsonJohnson]) COVID-19 vaccine; and 4) the 2-dose adjuvanted, protein subunit-based NVX-CoV2373 (Novavax) COVID-19 vaccine. The number of doses recommended is based on recipient age and immunocompromise status (1). For additional protection, FDA has amended EUAs to allow for COVID-19 booster doses in eligible persons (1). Because COVID-19 vaccines have demonstrated decreased effectiveness during the period when the Omicron variant (B.1.1.529) of SARS-CoV-2 predominated, bivalent booster doses (i.e., vaccine with equal components from the ancestral and Omicron strains) were considered for the express purpose of improving protection conferred by COVID-19 vaccine booster doses (2). During September-October 2022, FDA authorized bivalent mRNA vaccines for use as a booster dose in persons aged ≥5 years who completed any FDA-approved or FDA-authorized primary series and removed EUAs for monovalent COVID-19 booster doses (1). Pfizer-BioNTech and Moderna bivalent booster vaccines each contain equal amounts of spike mRNA from the ancestral and Omicron BA.4/BA.5 strains. After the EUA amendments, ACIP and CDC recommended that all persons aged ≥5 years receive 1 bivalent mRNA booster dose ≥2 months after completion of any FDA-approved or FDA-authorized monovalent primary series or monovalent booster doses.
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- 2022
24. Impact of SARS-CoV-2 infection on disease trajectory in youth with T1D: An EHR-based cohort study from the RECOVER program
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Priya Prahalad, Vitaly Lorman, Qiong Wu, Hanieh Razzaghi, Yong Chen, Nathan Pajor, Abigail Case, Seuli Bose-Brill, Jason Block, Payal B Patel, Suchitra Rao, Asuncion Mejias, Christopher B. Forrest, L. Charles Bailey, Ravi Jhaveri, Deepika Thacker, Dimitri A. Christakis, and Grace M. Lee
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BackgroundPost-acute sequelae of SARS-Co-V-2 infection (PASC) is associated with worsening diabetes trajectory. It is unknown whether PASC in children with type 1 diabetes (T1D) manifests as worsening diabetes trajectory.ObjectiveTo explore the association between SARS-CoV-2 infection (COVID-19) and T1D-related healthcare utilization (for diabetic ketoacidosis [DKA] or severe hypoglycemia [SH]) or Hemoglobin (Hb) A1c trajectory.MethodsWe included children ResultsFrom 03/01/2020-06/22/2022, 2,404 and 1,221 youth met entry criteria for the Broad and Narrow cohorts, respectively. The hazard ratio for utilization was (HR 1.45 [95%CI,0.97,2.16]). In the Narrow Cohort, the rate of change (slope) of HbA1c increased 91-180 days after cohort entry for those with COVID-19 (0.138 vs. -0.002, p=0.172). Beyond 180 days, greater declines in HbA1c were observed in the positive cohort (-0.104 vs. 0.008 per month, p=0.024).ConclusionWhile a trend towards worse outcomes following COVID-19 in T1D patients was observed, these findings were not statistically significant. Continued clinical monitoring of youth with T1D following COVID-19 is warranted.Authorship StatementAuthorship has been determined according to ICMJE recommendationsDisclaimerThe 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.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.
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- 2022
25. Changes in Treatment and Severity of Multisystem Inflammatory Syndrome in Children: An EHR-based cohort study from the RECOVER program
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Julia Schuchard, Deepika Thacker, Ryan Webb, Charles Bailey, Tellen D. Bennett, Jonathan D. Cogen, Ravi Jhaveri, Pei-Ni Jone, Grace M. Lee, Mitchell Maltenfort, Asuncion Mejias, Colin M. Rogerson, Grant S. Schulert, and Eneida A. Mendonca
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ObjectivesThe purpose of this study was to examine how the treatment and severity of multisystem inflammatory syndrome in children (MIS-C) has changed over more than two years of the COVID-19 pandemic in the United States.MethodsElectronic health record data were retrieved from the PEDSnet network as part of the NIH Researching COVID to Enhance Recovery (RECOVER) Initiative. The study included data for children ages 0 to 20 years hospitalized for MIS-C from March 1, 2020 through July 20, 2022. Descriptive statistics for MIS-C treatments and laboratory results were computed for three time periods of interest: March 1, 2020 – May 31, 2021 (pre-Delta); June 1 – December 31, 2021 (primarily Delta); January 1 – July 20, 2022 (primarily Omicron). Standardized differences measured the effect size of the difference between Omicron and pre-Omicron cohorts.ResultsThe study included 946 children with a diagnosis of MIS-C. The largest differences in the Omicron period compared to prior years were decreases in the percentage of children with abnormal troponin (effect size = 0.40), abnormal lymphocytes (effect size = 0.33), and intensive care unit (ICU) visits (effect size = 0.34). There were small decreases in the Omicron period for the majority of treatments and abnormal laboratory measurements examined, including infliximab, anticoagulants, furosemide, aspirin, IVIG without steroids, echocardiograms, mechanical ventilation, platelets, ferritin, and sodium.ConclusionsThis study provides the first evidence that the severity of MIS-C declined in the first half of the year 2022 relative to prior years of the COVID-19 pandemic in the United States.Article SummaryUsing electronic health record data for 946 children, we found evidence that the severity of MIS-C declined during the first half of the year 2022.What’s Known on This SubjectThe clinical management of multisystem inflammatory syndrome in children (MIS-C) has commonly included intravenous immune globulin, steroids, and non-steroidal anti-inflammatory agents. Many children with MIS-C have required intravenous fluids, inotropes and vasopressors, and in some cases, mechanical ventilation.What This Study AddsRecent decreases in the percentage of children with MIS-C that have abnormal troponin, abnormal lymphocytes, or intensive care unit visits provide evidence that the severity of MIS-C has declined in the first half of the year 2022.
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- 2022
26. Clinical Subphenotypes of Multisystem Inflammatory Syndrome in Children: An EHR-based cohort study from the RECOVER program
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Suchitra Rao, Naimin Jing, Xiaokang Liu, Vitaly Lorman, Mitchell Maltenfort, Julia Schuchard, Qiong Wu, Jiayi Tong, Hanieh Razzaghi, Asuncion Mejias, Grace M. Lee, Nathan M. Pajor, Grant S. Schulert, Deepika Thacker, Ravi Jhaveri, Dimitri A. Christakis, L. Charles Bailey, Christopher B. Forrest, and Yong Chen
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Article - Abstract
BackgroundMulti-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.MethodsWe 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.FindingsWe 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.InterpretationMIS-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 contextEvidence before this studyWe 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 studyPEDSnet 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 evidenceThese 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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- 2022
27. Use of COVID-19 Vaccines After Reports of Adverse Events Among Adult Recipients of Janssen (Johnson & Johnson) and mRNA COVID-19 Vaccines (Pfizer-BioNTech and Moderna): Update from the Advisory Committee on Immunization Practices — United States, July 2021
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Naomi K. Tepper, John R. Su, Emily Jane Woo, Kevin C. Ess, Veronica V. McNally, Meghna Alimchandani, Danielle Moulia, Lauri E. Markowitz, Tom T. Shimabukuro, Adamma Mba-Jonas, Hannah G. Rosenblum, Kayla E. Hanson, Stephen C. Hadler, H. Keipp Talbot, Melinda Wharton, Jose R. Romero, Sarah Mbaeyi, Narayan Nair, Matthew F. Daley, Grace M. Lee, Sara E. Oliver, and Nicola P. Klein
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Pediatrics ,medicine.medical_specialty ,Health (social science) ,Coronavirus disease 2019 (COVID-19) ,Epidemiology ,business.industry ,Health, Toxicology and Mutagenesis ,MEDLINE ,General Medicine ,Vaccination ,Health Information Management ,Immunization ,Interim ,Paralysis ,Medicine ,Johnson Johnson ,medicine.symptom ,business ,Adverse effect - Abstract
In December 2020, the Food and Drug Administration (FDA) issued Emergency Use Authorizations (EUAs) for Pfizer-BioNTech and Moderna COVID-19 vaccines, and in February 2021, FDA issued an EUA for the Janssen (Johnson & Johnson) COVID-19 vaccine. After each EUA, the Advisory Committee on Immunization Practices (ACIP) issued interim recommendations for vaccine use; currently Pfizer-BioNTech is authorized and recommended for persons aged ≥12 years and Moderna and Janssen for persons aged ≥18 years (1-3). Both Pfizer-BioNTech and Moderna vaccines, administered as 2-dose series, are mRNA-based COVID-19 vaccines, whereas the Janssen COVID-19 vaccine, administered as a single dose, is a recombinant replication-incompetent adenovirus-vector vaccine. As of July 22, 2021, 187 million persons in the United States had received at least 1 dose of COVID-19 vaccine (4); close monitoring of safety surveillance has demonstrated that serious adverse events after COVID-19 vaccination are rare (5,6). Three medical conditions have been reported in temporal association with receipt of COVID-19 vaccines. Two of these (thrombosis with thrombocytopenia syndrome [TTS], a rare syndrome characterized by venous or arterial thrombosis and thrombocytopenia, and Guillain-Barre syndrome [GBS], a rare autoimmune neurologic disorder characterized by ascending weakness and paralysis) have been reported after Janssen COVID-19 vaccination. One (myocarditis, cardiac inflammation) has been reported after Pfizer-BioNTech COVID-19 vaccination or Moderna COVID-19 vaccination, particularly after the second dose; these were reviewed together and will hereafter be referred to as mRNA COVID-19 vaccination. ACIP has met three times to review the data associated with these reports of serious adverse events and has comprehensively assessed the benefits and risks associated with receipt of these vaccines. During the most recent meeting in July 2021, ACIP determined that, overall, the benefits of COVID-19 vaccination in preventing COVID-19 morbidity and mortality outweigh the risks for these rare serious adverse events in adults aged ≥18 years; this balance of benefits and risks varied by age and sex. ACIP continues to recommend COVID-19 vaccination in all persons aged ≥12 years. CDC and FDA continue to closely monitor reports of serious adverse events and will present any additional data to ACIP for consideration. Information regarding risks and how they vary by age and sex and type of vaccine should be disseminated to providers, vaccine recipients, and the public.
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- 2021
28. Use of mRNA COVID-19 Vaccine After Reports of Myocarditis Among Vaccine Recipients: Update from the Advisory Committee on Immunization Practices — United States, June 2021
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Lauri E. Markowitz, Gayle E Langley, Heather M. Scobie, Melinda Wharton, Megan J. Wallace, Julia W. Gargano, Tom T. Shimabukuro, Karen R. Broder, Stephen C. Hadler, H. Keipp Talbot, Matthew F. Daley, Julianne Gee, Sara E. Oliver, Eric Weintraub, John R. Su, Danielle Moulia, Matthew E. Oster, Veronica V. McNally, Jose R. Romero, and Grace M. Lee
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Adult ,Male ,Pediatrics ,medicine.medical_specialty ,COVID-19 Vaccines ,Health (social science) ,Myocarditis ,Adolescent ,Coronavirus disease 2019 (COVID-19) ,Epidemiology ,Health, Toxicology and Mutagenesis ,Advisory committee ,Advisory Committees ,Young Adult ,Pericarditis ,Health Information Management ,medicine ,Adverse Drug Reaction Reporting Systems ,Humans ,Full Report ,Young adult ,Child ,Vaccines, Synthetic ,business.industry ,COVID-19 ,General Medicine ,medicine.disease ,United States ,Vaccination ,Immunization ,Practice Guidelines as Topic ,Female ,Centers for Disease Control and Prevention, U.S ,business ,Myopericarditis - Abstract
In December 2020, the Food and Drug Administration (FDA) issued Emergency Use Authorizations (EUAs) for the Pfizer-BioNTech COVID-19 (BNT162b2) vaccine and the Moderna COVID-19 (mRNA-1273) vaccine,† and the Advisory Committee on Immunization Practices (ACIP) issued interim recommendations for their use in persons aged ≥16 years and ≥18 years, respectively.§ In May 2021, FDA expanded the EUA for the Pfizer-BioNTech COVID-19 vaccine to include adolescents aged 12-15 years; ACIP recommends that all persons aged ≥12 years receive a COVID-19 vaccine. Both Pfizer-BioNTech and Moderna vaccines are mRNA vaccines encoding the stabilized prefusion spike glycoprotein of SARS-CoV-2, the virus that causes COVID-19. Both mRNA vaccines were authorized and recommended as a 2-dose schedule, with second doses administered 21 days (Pfizer-BioNTech) or 28 days (Moderna) after the first dose. After reports of myocarditis and pericarditis in mRNA vaccine recipients,¶ which predominantly occurred in young males after the second dose, an ACIP meeting was rapidly convened to review reported cases of myocarditis and pericarditis and discuss the benefits and risks of mRNA COVID-19 vaccination in the United States. Myocarditis is an inflammation of the heart muscle; if it is accompanied by pericarditis, an inflammation of the thin tissue surrounding the heart (the pericardium), it is referred to as myopericarditis. Hereafter, myocarditis is used to refer to myocarditis, pericarditis, or myopericarditis. On June 23, 2021, after reviewing available evidence including that for risks of myocarditis, ACIP determined that the benefits of using mRNA COVID-19 vaccines under the FDA's EUA clearly outweigh the risks in all populations, including adolescents and young adults. The EUA has been modified to include information on myocarditis after receipt of mRNA COVID-19 vaccines. The EUA fact sheets should be provided before vaccination; in addition, CDC has developed patient and provider education materials about the possibility of myocarditis and symptoms of concern, to ensure prompt recognition and management of myocarditis.
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- 2021
29. Multisystem Inflammatory Syndrome in Children Managed in the Outpatient Setting: An EHR-based cohort study from the RECOVER program
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Ravi Jhaveri, Ryan Webb, Hanieh Razzaghi, Julia Schuchard, Asuncion Mejias, Tellen D. Bennett, Pei-Ni Jone, Deepika Thacker, Grant S. Schulert, Colin Rogerson, Jonathan D. Cogen, L. Charles Bailey, Christopher B. Forrest, Grace M. Lee, and Suchitra Rao
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Using electronic health record data combined with primary chart review, we identified 7 children across 8 pediatric medical centers with a diagnosis of Multisystem Inflammatory Syndrome in Children (MIS-C) who were managed as outpatients. These findings should prompt a discussion about modifying the case definition to allow for such a possibility.
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- 2022
30. Interim Recommendation of the Advisory Committee on Immunization Practices for Use of the Novavax COVID-19 Vaccine in Persons Aged ≥18 years - United States, July 2022
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Evelyn Twentyman, Megan Wallace, Lauren E. Roper, Tara C. Anderson, Amy B. Rubis, Katherine E. Fleming-Dutra, Elisha Hall, Joy Hsu, Hannah G. Rosenblum, Monica Godfrey, W. Roodly Archer, Danielle L. Moulia, Laura Daniel, Oliver Brooks, H. Keipp Talbot, Grace M. Lee, Beth P. Bell, Matthew Daley, Sarah Meyer, and Sara E. Oliver
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Adult ,Vaccines ,Health (social science) ,COVID-19 Vaccines ,Adolescent ,Epidemiology ,SARS-CoV-2 ,Health, Toxicology and Mutagenesis ,Advisory Committees ,Vaccination ,COVID-19 ,General Medicine ,United States ,Health Information Management ,Humans ,Immunization - Abstract
The NVX-CoV2373 (Novavax) COVID-19 vaccine is a recombinant spike (rS) protein nanoparticle vaccine with Matrix-M adjuvant to protect against infection with SARS-CoV-2, the virus that causes COVID-19. On July 13, 2022, the Food and Drug Administration (FDA) issued Emergency Use Authorization (EUA) for the Novavax vaccine for primary COVID-19 immunization of unvaccinated adults aged ≥18 years, administered as 2 doses (5 μg rS and 50 μg Matrix-M adjuvant in each dose) 3 weeks apart (1). On July 19, 2022, the Advisory Committee on Immunization Practices (ACIP) issued an interim recommendation for use of the Novavax vaccine in persons aged ≥18 years for the prevention of COVID-19.* In the per-protocol
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- 2022
31. Healthcare utilization following SARS-CoV-2 infection in children and adolescents with chronic conditions: An EHR-based Cohort Study from the RECOVER Program
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Nathan M Pajor, Vitaly Lorman, Hanieh Razzaghi, Abigail Case, Priya Prahalad, Seuli Bose Brill, Qiong Wu, Yong Chen, Jason Block, Payal B Patel, Suchitra Rao, Asuncion Mejias, Deepika Thacker, Ravi Jhaveri, L. Charles Bailey, Christopher B. Forrest, and Grace M. Lee
- Abstract
BackgroundChronic medical conditions are a risk factor for moderate or severe COVID-19 in children, but little is known about post-acute sequelae of SARS-CoV-2 infection (PASC) in children with chronic medical conditions (CMCs). To understand whether SARS-CoV-2 infection led to potential exacerbation of underlying chronic disease in children, we explored whether children with CMCs had increased healthcare utilization in the post-acute (28 days after infection) period compared to children with CMCs without SARS-CoV-2 infection.MethodsWe conducted a retrospective, matched-cohort study using electronic health record data collected from 8 pediatric health care systems participating in the PEDSnet network. We included children ResultsWe identified 748,692 patients with at least one chronic condition, 78,744 of whom met inclusion criteria for the COVID-19 cohort. 96% of patients from the positive cohort were matched. Cohorts were well-balanced for chronic condition clusters, total number of conditions, time since first diagnosis, baseline utilization, cohort entry period, age, sex, race/ethnicity and test location. We found that among children with chronic medical conditions, those with COVID-19 had higher healthcare utilization than those with no recorded COVID-19 diagnosis or positive test, with utilization rate ratio of 1.21 (95% CI: 1.18-1.24). The utilization was highest for inpatient care with utilization rate ratio of 2.03 (95% CI: 1.85-2.23) but the utilization was increased across all settings. Hazard ratios estimated in time-to-first-utilization analysis mirrored these results. Patients with severe or moderate acute COVID-19 illness had greater increases in utilization in all settings than those with mild or asymptomatic disease.ConclusionsWe found that care utilization in all settings was increased following COVID-19 in children with chronic medical conditions in the post-acute period, particularly in the inpatient setting. Increased utilization was correlated with more severe COVID-19. Additional research is needed to better understand the reasons for higher care utilization by studying condition-specific outcomes in children with chronic disease.
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- 2022
32. Pediatric surgical site infections in 287 hospitals in the United States, 2015-2018
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Roshni Mathew, Jorge L. Salinas, Heather E. Hsu, Robert Jin, Chanu Rhee, and Grace M. Lee
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Microbiology (medical) ,Infectious Diseases ,Epidemiology - Abstract
Among 287 US hospitals reporting data between 2015 and 2018, annual pediatric surgical site infection (SSI) rates ranged from 0% for gallbladder to 10.4% for colon surgeries. Colon, spinal fusion, and small-bowel SSI rates did not decrease with greater surgical volumes in contrast to appendix and ventricular-shunt SSI rates.
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- 2022
33. Neutrophil functional heterogeneity is a fixed phenotype and is associated with distinct gene expression profiles
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Stacey A Maskarinec, Margaret McKelvy, Kimberly Boyle, Halie Hotchkiss, Madelaine E Duarte, Bechtler Addison, Nicholas Amato, Sanjay Khandelwal, Gowthami M Arepally, and Grace M Lee
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Phenotype ,Phagocytosis ,Neutrophils ,Immunology ,Immunology and Allergy ,Humans ,Cell Biology ,Transcriptome ,Reactive Oxygen Species ,Extracellular Traps - Abstract
Differences in the ability of neutrophils to perform relevant effector functions has been identified in a variety of disease states. Although neutrophil functional heterogeneity is increasingly recognized during disease, few studies have examined neutrophil functional heterogeneity during periods of health. In this study, we systematically characterize neutrophil functional heterogeneity in a cohort of healthy human subjects using a range of biologically relevant agonists including immune complexes, bacterial ligands, and pathogens. With repeated testing over several years, we show that neutrophil functional capability represents a fixed phenotype for each individual. This neutrophil phenotype is preserved across a range of agonists and extends to a variety of effector functions including degranulation, neutrophil extracellular trap release, reactive oxygen species generation, phagocytosis, and bacterial killing. Using well-phenotyped healthy human subjects, we demonstrate that neutrophil functional heterogeneity is characterized by differences in neutrophil gene expression patterns. Altogether, our findings demonstrate that while neutrophil function is highly heterogeneous among healthy subjects, each individual's functional capability represents a fixed phenotype defined by a distinct neutrophil gene expression profile. These findings may be relevant during disease states where the ability to perform relevant neutrophil effector functions may impact disease course and/or clinical outcome.
- Published
- 2022
34. Leveraging serology testing to identify children at risk for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the RECOVER program
- Author
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Asuncion Mejias, Julia Schuchard, Suchitra Rao, Tellen D. Bennett, Ravi Jhaveri, Deepika Thacker, L. Charles Bailey, Dimitri A. Christakis, Nathan M. Pajor, Hanieh Razzaghi, Christopher B. Forrest, and Grace M. Lee
- Abstract
The impact of post-acute sequelae of SARS-CoV-2 infection (PASC) in children is underrecognized. We developed an EHR-based algorithm across eight pediatric institutions to identify children with COVID-19 based on serology testing from 3/2020 through 4/2022 who had not been identified by PCR. Overall, serology tests were used 100-fold less than PCR. Seroprevalence of IgG anti-nucleocapsid antibodies remained stable, while rates of positive IgG anti-spike antibodies increased in teenagers after COVID-19 vaccine approval. Through data harmonization and after excluding 1,410 serology test results that may have been influenced by vaccines, we identified 2,714 children that were COVID-19 positive exclusively by serology. These patients were frequently tested as inpatients (24% vs. 2%), had chronic conditions more frequently (37% vs 24%), and a MIS-C diagnosis (23% vs.
- Published
- 2022
35. Liver Metastasis–Directed Ablative Radiotherapy in Pancreatic Cancer Offers Prolonged Time Off Systemic Therapy in Selected Patients
- Author
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Oluwadamilola T. Oladeru, Daniel T. Chang, Diego A.S. Toesca, Daniel Kim, Dawn Owen, Christopher L. Hallemeier, Kimberly R. Gergelis, Theodore S. Hong, Jennifer Y. Wo, Andrzej Niemierko, Michael G. Haddock, A. Koong, Colin D. Weekes, and Grace M. Lee
- Subjects
Adult ,Male ,Systemic disease ,medicine.medical_specialty ,Time Factors ,Endocrinology, Diabetes and Metabolism ,medicine.medical_treatment ,Urology ,Radiosurgery ,Drug Administration Schedule ,Metastasis ,03 medical and health sciences ,0302 clinical medicine ,Endocrinology ,Pancreatic cancer ,Antineoplastic Combined Chemotherapy Protocols ,Internal Medicine ,medicine ,Humans ,Aged ,Retrospective Studies ,Aged, 80 and over ,Chemotherapy ,Hepatology ,Performance status ,business.industry ,Liver Neoplasms ,Hazard ratio ,Radiotherapy Dosage ,Retrospective cohort study ,Middle Aged ,medicine.disease ,Progression-Free Survival ,United States ,Pancreatic Neoplasms ,Radiation therapy ,030220 oncology & carcinogenesis ,Disease Progression ,Quality of Life ,Female ,030211 gastroenterology & hepatology ,business - Abstract
OBJECTIVES We evaluated the outcomes of metastatic pancreatic cancer (MPC) patients who underwent liver metastases (LMs)-directed ablative radiotherapy (RT) and sought to characterize patients with more favorable prognosis. METHODS A retrospective analysis of 76 MPC patients who underwent ablative RT (median dose, 50 Gy) to LM at 3 academic centers between 2008 and 2018 was performed. Endpoints were local control (LC), progression-free survival, and overall survival (OS) since RT. RESULTS Median follow-up was 10.9 months. Liver metastases were metachronous in 68%. Before RT, LM was responsive/stable on chemotherapy (CTX) in 36% whereas progressive in 43%. Median carbohydrate antigen 19-9 (CA 19-9) at RT was 334 U/mL. After RT, 32% had ≥6 months of CTX break. Twelve-month outcomes were: LC, 66%; progression-free survival, 7%; and OS, 38%. On multivariable analysis, Eastern Cooperative Oncology Group 2-3 (hazard ratio [HR], 13.49; P < 0.01), progressive LM on CTX (HR, 3.26; P < 0.01), and higher CA 19-9 (log10 scale; HR, 1.39; P < 0.01) at RT predicted worse OS. CONCLUSIONS Ablative RT to LM in setting of MPC may offer LC of systemic disease and thus quality time off CTX. Selected patients with good performance status, stable/responsive LM on CTX, and lower CA 19-9 have more favorable prognosis.
- Published
- 2021
36. Updated Recommendations from the Advisory Committee on Immunization Practices for Use of the Janssen (Johnson & Johnson) COVID-19 Vaccine After Reports of Thrombosis with Thrombocytopenia Syndrome Among Vaccine Recipients — United States, April 2021
- Author
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Jose R. Romero, Amy Blain, Grace M. Lee, Danielle Moulia, Heather M. Scobie, Julia W. Gargano, Megan J. Wallace, Alice Guh, Veronica V. McNally, Jessica R. MacNeil, Stephen C. Hadler, John R. Su, Beth P. Bell, Matthew F. Daley, Sara E. Oliver, H. Keipp Talbot, and Karen R. Broder
- Subjects
Emergency Use Authorization ,medicine.medical_specialty ,Health (social science) ,Epidemiology ,business.industry ,Health, Toxicology and Mutagenesis ,Viral Vaccine ,010102 general mathematics ,General Medicine ,01 natural sciences ,Vaccination ,03 medical and health sciences ,Patient safety ,0302 clinical medicine ,Health Information Management ,Immunization ,Interim ,Family medicine ,Johnson Johnson ,Medicine ,030212 general & internal medicine ,0101 mathematics ,Risk assessment ,business - Abstract
On February 27, 2021, the Food and Drug Administration (FDA) issued an Emergency Use Authorization (EUA) for the Janssen COVID-19 (Ad.26.COV2.S) vaccine (Janssen Biotech, Inc., a Janssen Pharmaceutical company, Johnson & Johnson; New Brunswick, New Jersey), and on February 28, 2021, the Advisory Committee on Immunization Practices (ACIP) issued interim recommendations for its use in persons aged ≥18 years (1,2). On April 13, 2021, CDC and FDA recommended a pause in the use of the Janssen COVID-19 vaccine after reports of six U.S. cases of cerebral venous sinus thrombosis (CVST) with thrombocytopenia, a rare thromboembolic syndrome, among Janssen COVID-19 vaccine recipients (3). Two emergency ACIP meetings were rapidly convened to review reported cases of thrombosis with thrombocytopenia syndrome (TTS) and to consider updated recommendations for use of the Janssen COVID-19 vaccine in the United States. On April 23, 2021, after a discussion of the benefits and risks of resuming vaccination, ACIP reaffirmed its interim recommendation for use of the Janssen COVID-19 vaccine in all persons aged ≥18 years under the FDA's EUA, which now includes a warning that rare clotting events might occur after vaccination, primarily among women aged 18-49 years. Patient and provider education about the risk for TTS with the Janssen COVID-19 vaccine, especially among women aged
- Published
- 2021
37. Racial and Ethnic Disparities in Access to Culturally Competent Care in Patients with Joint Pain in the United States
- Author
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Troy B Amen, Santino S Butler, Grace M. Lee, Evan Michael Shannon, Edward Christopher Dee, Antonia F. Chen, and Melaku A Arega
- Subjects
medicine.medical_specialty ,business.industry ,Racial Groups ,Ethnic group ,MEDLINE ,Arthralgia ,Culturally Competent Care ,Health Services Accessibility ,United States ,Family medicine ,Joint pain ,Ethnicity ,Internal Medicine ,medicine ,Humans ,In patient ,Healthcare Disparities ,medicine.symptom ,business ,Concise Research Report - Published
- 2021
38. The Advisory Committee on Immunization Practices’ Interim Recommendation for Use of Janssen COVID-19 Vaccine — United States, February 2021
- Author
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Grace M. Lee, Jessica Leung, Megan J. Wallace, Sarah Mbaeyi, Kathleen Dooling, Julia W. Gargano, Heather M. Scobie, Amy Blain, Stephen C. Hadler, Sara E. Oliver, Jessica R. MacNeil, Jose R. Romero, Beth P. Bell, Doug Campos-Outcalt, H. Keipp Talbot, Nancy McClung, and Rebecca L. Morgan
- Subjects
Adult ,Male ,2019-20 coronavirus outbreak ,medicine.medical_specialty ,COVID-19 Vaccines ,Health (social science) ,Adolescent ,Coronavirus disease 2019 (COVID-19) ,Epidemiology ,Health, Toxicology and Mutagenesis ,Advisory committee ,Advisory Committees ,MEDLINE ,Young Adult ,Health Information Management ,Interim ,Adverse Drug Reaction Reporting Systems ,Humans ,Medicine ,Full Report ,Adverse effect ,Aged ,Aged, 80 and over ,business.industry ,Viral Vaccine ,COVID-19 ,General Medicine ,Middle Aged ,United States ,Immunization ,Family medicine ,Practice Guidelines as Topic ,Female ,Centers for Disease Control and Prevention, U.S ,business - Published
- 2021
39. The Ycx1 protein encoded by the yeast YDL206W gene plays a role in calcium and calcineurin signaling
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Grace M. Lee, Fangli Weng, Juliana Cranley, Abhinav Rajasekhar, Matthew Stoeckel, Thomas Kane, Renata Tisi, and Yuqi Wang
- Subjects
Cell Biology ,Molecular Biology ,Biochemistry - Published
- 2023
40. The Importance of Context in Covid-19 Vaccine Safety
- Author
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Grace M. Lee
- Subjects
Vaccination ,Vaccine safety ,2019-20 coronavirus outbreak ,Coronavirus disease 2019 (COVID-19) ,business.industry ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,Pandemic ,Medicine ,Context (language use) ,General Medicine ,business ,Disease control ,Virology - Abstract
Vaccine safety is critical for the successful implementation of any vaccination program, especially during a pandemic. In February 1976, the Centers for Disease Control and Prevention confirmed a c...
- Published
- 2021
41. The Advisory Committee on Immunization Practices’ Updated Interim Recommendation for Allocation of COVID-19 Vaccine — United States, December 2020
- Author
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Kathleen Dooling, Megan J. Wallace, Mary Chamberland, Mona Marin, Jose R. Romero, Beth P. Bell, Nancy McClung, H. Keipp Talbot, Sara E. Oliver, and Grace M. Lee
- Subjects
Adult ,Emergency Use Authorization ,medicine.medical_specialty ,COVID-19 Vaccines ,Health (social science) ,Adolescent ,Epidemiology ,Health, Toxicology and Mutagenesis ,Advisory Committees ,Population ,01 natural sciences ,Health care rationing ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Health Information Management ,Interim ,Pandemic ,Health care ,Humans ,Medicine ,030212 general & internal medicine ,0101 mathematics ,education ,Aged ,education.field_of_study ,Health Care Rationing ,business.industry ,Viral Vaccine ,010102 general mathematics ,COVID-19 ,General Medicine ,Middle Aged ,United States ,Vaccination ,Family medicine ,Immunization ,Centers for Disease Control and Prevention, U.S ,business - Abstract
The first vaccines for prevention of coronavirus disease 2019 (COVID-19) in the United States were authorized for emergency use by the Food and Drug Administration (FDA) (1) and recommended by the Advisory Committee on Immunization Practices (ACIP) in December 2020.* However, demand for COVID-19 vaccines is expected to exceed supply during the first months of the national COVID-19 vaccination program. ACIP advises CDC on population groups and circumstances for vaccine use.† On December 1, ACIP recommended that 1) health care personnel§ and 2) residents of long-term care facilities¶ be offered COVID-19 vaccination first, in Phase 1a of the vaccination program (2). On December 20, 2020, ACIP recommended that in Phase 1b, vaccine should be offered to persons aged ≥75 years and frontline essential workers (non-health care workers), and that in Phase 1c, persons aged 65-74 years, persons aged 16-64 years with high-risk medical conditions, and essential workers not recommended for vaccination in Phase 1b should be offered vaccine.** These recommendations for phased allocation provide guidance for federal, state, and local jurisdictions while vaccine supply is limited. In its deliberations, ACIP considered scientific evidence regarding COVID-19 epidemiology, ethical principles, and vaccination program implementation considerations. ACIP's recommendations for COVID-19 vaccine allocation are interim and might be updated based on changes in conditions of FDA Emergency Use Authorization, FDA authorization for new COVID-19 vaccines, changes in vaccine supply, or changes in COVID-19 epidemiology.
- Published
- 2021
42. Adjuvant Radiation Therapy Versus Surveillance After Surgical Resection of Atypical Meningiomas
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Nayan Lamba, Helen A. Shih, Grace M. Lee, Daniel Kim, Andrzej Niemierko, Robert L. Martuza, Fred G. Barker, Jay S. Loeffler, Paul H. Chapman, Kevin S. Oh, and William T. Curry
- Subjects
Surgical resection ,Cancer Research ,medicine.medical_specialty ,Adjuvant radiotherapy ,Radiation ,business.industry ,medicine.medical_treatment ,Hazard ratio ,Lower risk ,Gastroenterology ,Confidence interval ,030218 nuclear medicine & medical imaging ,Radiation therapy ,03 medical and health sciences ,0302 clinical medicine ,Oncology ,Tumor progression ,030220 oncology & carcinogenesis ,Internal medicine ,medicine ,Radiology, Nuclear Medicine and imaging ,business ,Adjuvant - Abstract
PURPOSE The optimal timing of adjuvant radiation therapy (RT) in the management of atypical meningiomas remains controversial. We compared the outcomes of atypical meningiomas managed with upfront adjuvant RT versus postoperative surveillance. METHODS AND MATERIALS Patients with intracranial atypical meningiomas who underwent resection between 2000 and 2015 at a single institution were identified. Patients receiving adjuvant RT (n = 51), defined as RT within the first year of surgery before tumor progression/recurrence (P/R), were compared with those undergoing initial surveillance (n = 179). The primary endpoints were radiographic evidence of P/R and time to P/R from surgery. RESULTS A total of 230 patients were identified. Fifty-one (22%) patients received upfront adjuvant RT, and 179 (78%) underwent surveillance. Compared with the surveillance group, patients who received adjuvant RT had larger tumors (5.2 cm vs 4.6 cm; P = .04), were more likely to have undergone subtotal resection (65% vs 26%; P < . 01), and more often had bone invasion (18% vs 7%; P = .02). On multivariable analysis, receipt of adjuvant RT was associated with a lower risk of P/R compared with surveillance (hazard ratio, 0.21; 95% confidence interval, 0.11-0.41; P < .01). Patients who initially underwent surveillance and then received salvage RT at time of P/R had a shorter median time to local progression after RT compared with patients who developed local P/R after upfront adjuvant RT (19 vs 64 months, respectively; P < . 01). CONCLUSION Upfront adjuvant RT was associated with improved local control in atypical meningiomas irrespective of extent of initial resection compared with surveillance. Early adjuvant RT should be strongly considered after gross total resection of atypical meningiomas.
- Published
- 2021
43. Large-Scale Testing of Asymptomatic Healthcare Personnel for Severe Acute Respiratory Syndrome Coronavirus 2
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Grace M. Lee, Run Zhang Shi, Saurabh Gombar, Catherine A. Hogan, Hannah Wang, Katharina Röltgen, Marisa Holubar, Benjamin A. Pinsky, James L. Zehnder, Scott D. Boyd, and Sang Ick Chang
- Subjects
Microbiology (medical) ,Adult ,Male ,2019-20 coronavirus outbreak ,medicine.medical_specialty ,Coronavirus disease 2019 (COVID-19) ,Epidemiology ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,Large-Scale Testing of Asymptomatic Healthcare Personnel for Severe Acute Respiratory Syndrome Coronavirus 2 ,Health Personnel ,030231 tropical medicine ,large-scale testing ,coronavirus ,lcsh:Medicine ,medicine.disease_cause ,Asymptomatic ,lcsh:Infectious and parasitic diseases ,03 medical and health sciences ,Health personnel ,respiratory infections ,0302 clinical medicine ,COVID-19 Testing ,Health care ,medicine ,Prevalence ,asymptomatic ,Humans ,lcsh:RC109-216 ,viruses ,030212 general & internal medicine ,Asymptomatic Infections ,Coronavirus ,business.industry ,SARS-CoV-2 ,lcsh:R ,Dispatch ,COVID-19 ,Middle Aged ,zoonoses ,Infectious Diseases ,coronavirus disease ,Emergency medicine ,Female ,medicine.symptom ,business ,Viral load ,severe acute respiratory syndrome coronavirus 2 ,healthcare personnel - Abstract
Large-scale, 1-time testing of >12,000 asymptomatic healthcare personnel in California, USA, during April–June 2020 showed that prevalence of severe acute respiratory syndrome coronavirus 2 was low (
- Published
- 2021
44. The Advisory Committee on Immunization Practices’ Ethical Principles for Allocating Initial Supplies of COVID-19 Vaccine—United States, 2020
- Author
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Kathleen Dooling, Dayna Bowen Matthew, Grace M. Lee, Sara E. Oliver, Nancy McClung, H. Keipp Talbot, Kathy Kinlaw, Mary Chamberland, Beth P. Bell, Jose R. Romero, and Megan J. Wallace
- Subjects
Risk ,medicine.medical_specialty ,Emergency Use Authorization ,COVID-19 Vaccines ,Social Determinants of Health ,Advisory Committees ,Population ,Resource Allocation ,Humans ,Immunology and Allergy ,Medicine ,Ethics, Medical ,Pharmacology (medical) ,Justice (ethics) ,Social determinants of health ,education ,Licensure ,Transplantation ,Government ,education.field_of_study ,Health Equity ,Immunization Programs ,business.industry ,Public health ,COVID-19 ,Health Status Disparities ,Public relations ,United States ,Health equity ,Public Health ,business - Abstract
To reduce the spread of SARS-CoV-2, the virus that causes coronavirus disease 2019 (COVID-19) and its associated impacts on health and society, COVID-19 vaccines are essential. The U.S. government is working to produce and deliver safe and effective COVID-19 vaccines for the entire U.S. population. The Advisory Committee on Immunization Practices (ACIP)* has broadly outlined its approach for developing recommendations for the use of each COVID-19 vaccine authorized or approved by the Food and Drug Administration (FDA) for Emergency Use Authorization or licensure (1). ACIP's recommendation process includes an explicit and transparent evidence-based method for assessing a vaccine's safety and efficacy as well as consideration of other factors, including implementation (2). Because the initial supply of vaccine will likely be limited, ACIP will also recommend which groups should receive the earliest allocations of vaccine. The ACIP COVID-19 Vaccines Work Group and consultants with expertise in ethics and health equity considered external expert committee reports and published literature and deliberated the ethical issues associated with COVID-19 vaccine allocation decisions. The purpose of this report is to describe the four ethical principles that will assist ACIP in formulating recommendations for the allocation of COVID-19 vaccine while supply is limited, in addition to scientific data and implementation feasibility: 1) maximize benefits and minimize harms; 2) promote justice; 3) mitigate health inequities; and 4) promote transparency. These principles can also aid state, tribal, local, and territorial public health authorities as they develop vaccine implementation strategies within their own communities based on ACIP recommendations.
- Published
- 2021
45. 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
- Author
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Suchitra Rao, Grace M. Lee, Hanieh Razzaghi, Vitaly Lorman, Asuncion Mejias, Nathan M. Pajor, Deepika Thacker, Ryan Webb, Kimberley Dickinson, L. Charles Bailey, Ravi Jhaveri, Dimitri A. Christakis, Tellen D. Bennett, Yong Chen, and Christopher B. Forrest
- Subjects
Article - Abstract
ImportanceThe 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.ObjectiveTo identify diagnosed symptoms, diagnosed health conditions and medications associated with PASC in children.Design, Setting and ParticipantsRetrospective cohort study using electronic health records from 9 US children’s hospitals for individuals ExposureSARS-CoV-2 PCR positivity.Main Outcomes and MeasuresWe 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.ResultsAmong 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 RelevanceIn 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 PointsQuestionWhat are the incidence and clinical features of post-acute sequelae of SARS-CoV-2 infection (PASC) in children?FindingsIn 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.MeaningPASC in children appears to be uncommon, with features that differ from adults.
- Published
- 2022
46. Immunisation rates and predictors of undervaccination in infants with CHD
- Author
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Ann M. Murray, Grace M. Lee, David W. Brown, Theresa A. Saia, Russell Gongwer, and Mari M. Nakamura
- Subjects
Pediatrics, Perinatology and Child Health ,General Medicine ,Cardiology and Cardiovascular Medicine - Abstract
Vaccination coverage for infants with CHD is unknown, yet these patients are at high risk for morbidity and mortality associated with vaccine-preventable illnesses. We determined vaccination rates for this population and identified predictors of undervaccination. We prospectively enrolled infants with CHD born between 1 January, 2012 and 31 December, 2015, seen in a single-centre cardiology clinic between 15 February, 2016 and 28 February, 2017. We assessed vaccination during the first year of life. Subjects who by age 1 year received all routine immunisations recommended during the first 6 months of life were considered fully vaccinated. We also evaluated influenza vaccination during subjects’ first eligible influenza season. We obtained immunisation histories from primary care providers and collected demographic and clinical data via a parent survey and chart review. We used multivariable logistic regression to identify predictors of undervaccination. Among 260 subjects, only 60% were fully vaccinated. Vaccination rates were lowest for influenza (64.6%), rotavirus (71.1%), and Haemophilus influenzae type b (79.3%). Cardiac surgery with cardiopulmonary bypass during the first year of life was associated with undervaccination (51.5% versus 76.4% fully vaccinated, adjusted odds ratio 2.1 [95% confidence interval 1.1–3.9]). Other predictors of undervaccination were out-of-state primary care (adjusted odds ratio 2.7 [1.5–4.9]), multiple comorbidities (≥2 versus 0–1, adjusted odds ratio 2.0 [1.1–3.6]), and hospitalisation for >25% of the first year of life (>25% versus ≤25%, adjusted odds ratio 2.1 [1.1–3.9]). Targeted quality improvement initiatives focused on improving vaccination coverage for these infants, especially surrounding cardiac surgery, are needed.
- Published
- 2022
47. Cardiac Complications After SARS-CoV-2 Infection and mRNA COVID-19 Vaccination - PCORnet, United States, January 2021-January 2022
- Author
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Jason P. Block, Tegan K. Boehmer, Christopher B. Forrest, Thomas W. Carton, Grace M. Lee, Umed A. Ajani, Dimitri A. Christakis, Lindsay G. Cowell, Christine Draper, Nidhi Ghildayal, Aaron M. Harris, Michael D. Kappelman, Jean Y. Ko, Kenneth H. Mayer, Kshema Nagavedu, Matthew E. Oster, Anuradha Paranjape, Jon Puro, Matthew D. Ritchey, David K. Shay, Deepika Thacker, and Adi V. Gundlapalli
- Subjects
Male ,Health (social science) ,COVID-19 Vaccines ,Epidemiology ,SARS-CoV-2 ,Health, Toxicology and Mutagenesis ,Vaccination ,COVID-19 ,General Medicine ,United States ,Myocarditis ,Health Information Management ,Humans ,Pericarditis ,Female ,RNA, Messenger ,BNT162 Vaccine - Abstract
Cardiac complications, particularly myocarditis and pericarditis, have been associated with SARS-CoV-2 (the virus that causes COVID-19) infection (1-3) and mRNA COVID-19 vaccination (2-5). Multisystem inflammatory syndrome (MIS) is a rare but serious complication of SARS-CoV-2 infection with frequent cardiac involvement (6). Using electronic health record (EHR) data from 40 U.S. health care systems during January 1, 2021-January 31, 2022, investigators calculated incidences of cardiac outcomes (myocarditis; myocarditis or pericarditis; and myocarditis, pericarditis, or MIS) among persons aged ≥5 years who had SARS-CoV-2 infection, stratified by sex (male or female) and age group (5-11, 12-17, 18-29, and ≥30 years). Incidences of myocarditis and myocarditis or pericarditis were calculated after first, second, unspecified, or any (first, second, or unspecified) dose of mRNA COVID-19 (BNT162b2 [Pfizer-BioNTech] or mRNA-1273 [Moderna]) vaccines, stratified by sex and age group. Risk ratios (RR) were calculated to compare risk for cardiac outcomes after SARS-CoV-2 infection to that after mRNA COVID-19 vaccination. The incidence of cardiac outcomes after mRNA COVID-19 vaccination was highest for males aged 12-17 years after the second vaccine dose; however, within this demographic group, the risk for cardiac outcomes was 1.8-5.6 times as high after SARS-CoV-2 infection than after the second vaccine dose. The risk for cardiac outcomes was likewise significantly higher after SARS-CoV-2 infection than after first, second, or unspecified dose of mRNA COVID-19 vaccination for all other groups by sex and age (RR 2.2-115.2). These findings support continued use of mRNA COVID-19 vaccines among all eligible persons aged ≥5 years.
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- 2022
48. The Advisory Committee on Immunization Practices' Recommendation for Use of Moderna COVID-19 Vaccine in Adults Aged ≥18 Years and Considerations for Extended Intervals for Administration of Primary Series Doses of mRNA COVID-19 Vaccines - United States, February 2022
- Author
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Megan, Wallace, Danielle, Moulia, Amy E, Blain, Erin K, Ricketts, Faisal S, Minhaj, Ruth, Link-Gelles, Kathryn G, Curran, Stephen C, Hadler, Amimah, Asif, Monica, Godfrey, Elisha, Hall, Anthony, Fiore, Sarah, Meyer, John R, Su, Eric, Weintraub, Matthew E, Oster, Tom T, Shimabukuro, Doug, Campos-Outcalt, Rebecca L, Morgan, Beth P, Bell, Oliver, Brooks, H Keipp, Talbot, Grace M, Lee, Matthew F, Daley, and Sara E, Oliver
- Subjects
Adult ,Health Planning Guidelines ,Advisory Committees ,Humans ,Centers for Disease Control and Prevention, U.S ,Middle Aged ,Immunization Schedule ,United States ,2019-nCoV Vaccine mRNA-1273 - Abstract
The mRNA-1273 (Moderna) COVID-19 vaccine is a lipid nanoparticle-encapsulated, nucleoside-modified mRNA vaccine encoding the stabilized prefusion spike glycoprotein of SARS-CoV-2, the virus that causes COVID-19. During December 2020, the vaccine was granted Emergency Use Authorization (EUA) by the Food and Drug Administration (FDA), and the Advisory Committee on Immunization Practices (ACIP) issued an interim recommendation for use among persons aged ≥18 years (1), which was adopted by CDC. During December 19, 2020-January 30, 2022, approximately 204 million doses of Moderna COVID-19 vaccine were administered in the United States (2) as a primary series of 2 intramuscular doses (100 μg [0.5 mL] each) 4 weeks apart. On January 31, 2022, FDA approved a Biologics License Application (BLA) for use of the Moderna COVID-19 vaccine (Spikevax, ModernaTX, Inc.) in persons aged ≥18 years (3). On February 4, 2022, the ACIP COVID-19 Vaccines Work Group conclusions regarding recommendations for the use of the Moderna COVID-19 vaccine were presented to ACIP at a public meeting. The Work Group's deliberations were based on the Evidence to Recommendation (EtR) Framework,* which incorporates the Grading of Recommendations, Assessment, Development and Evaluation (GRADE) approach
- Published
- 2022
49. The Advisory Committee on Immunization Practices’ Ethical Principles for Allocating Initial Supplies of COVID-19 Vaccine — United States, 2020
- Author
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Megan J. Wallace, Mary Chamberland, Nancy McClung, H. Keipp Talbot, Kathy Kinlaw, Beth P. Bell, Grace M. Lee, Kathleen Dooling, Jose R. Romero, Dayna Bowen Matthew, and Sara E. Oliver
- Subjects
medicine.medical_specialty ,Emergency Use Authorization ,COVID-19 Vaccines ,Health (social science) ,Epidemiology ,Health, Toxicology and Mutagenesis ,Advisory Committees ,Pneumonia, Viral ,Population ,01 natural sciences ,Health care rationing ,03 medical and health sciences ,0302 clinical medicine ,Health Information Management ,medicine ,Humans ,Full Report ,030212 general & internal medicine ,Justice (ethics) ,0101 mathematics ,education ,Drug Approval ,Pandemics ,Licensure ,education.field_of_study ,Health Care Rationing ,United States Food and Drug Administration ,business.industry ,Viral Vaccine ,Public health ,010102 general mathematics ,COVID-19 ,Viral Vaccines ,General Medicine ,Public relations ,United States ,Health equity ,Immunization ,Centers for Disease Control and Prevention, U.S ,Coronavirus Infections ,business - Abstract
To reduce the spread of SARS-CoV-2, the virus that causes coronavirus disease 2019 (COVID-19) and its associated impacts on health and society, COVID-19 vaccines are essential. The U.S. government is working to produce and deliver safe and effective COVID-19 vaccines for the entire U.S. population. The Advisory Committee on Immunization Practices (ACIP)* has broadly outlined its approach for developing recommendations for the use of each COVID-19 vaccine authorized or approved by the Food and Drug Administration (FDA) for Emergency Use Authorization or licensure (1). ACIP's recommendation process includes an explicit and transparent evidence-based method for assessing a vaccine's safety and efficacy as well as consideration of other factors, including implementation (2). Because the initial supply of vaccine will likely be limited, ACIP will also recommend which groups should receive the earliest allocations of vaccine. The ACIP COVID-19 Vaccines Work Group and consultants with expertise in ethics and health equity considered external expert committee reports and published literature and deliberated the ethical issues associated with COVID-19 vaccine allocation decisions. The purpose of this report is to describe the four ethical principles that will assist ACIP in formulating recommendations for the allocation of COVID-19 vaccine while supply is limited, in addition to scientific data and implementation feasibility: 1) maximize benefits and minimize harms; 2) promote justice; 3) mitigate health inequities; and 4) promote transparency. These principles can also aid state, tribal, local, and territorial public health authorities as they develop vaccine implementation strategies within their own communities based on ACIP recommendations.
- Published
- 2020
50. Pediatric research priorities in healthcare-associated infections and antimicrobial stewardship
- Author
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Francisca Abanyie, Stephanie A. Fritz, Susan E. Coffin, Judith A. Guzman-Cottrill, Anthony E. Fiore, Debra L. Palazzi, Sujan C Reddy, Theoklis E. Zaoutis, Karen M. Puopolo, Thomas J. Sandora, Danielle M. Zerr, Grace M. Lee, Jason G. Newland, Michael J. Smith, Kristina A. Bryant, Matthew Linam, Lisa Saiman, Adam L. Hersh, A. Christine Nyquist, Larry K. Kociolek, Jeffrey S. Gerber, Matthew P. Kronman, Pranita D. Tamma, Aaron M. Milstone, W. Charles Huskins, Andi L. Shane, Sameer J. Patel, Latania K. Logan, Ebbing Lautenbach, and Joseph B. Cantey
- Subjects
Adult ,Microbiology (medical) ,Healthcare associated infections ,medicine.medical_specialty ,Epidemiology ,medicine.drug_class ,Antibiotics ,030501 epidemiology ,Antimicrobial Stewardship ,03 medical and health sciences ,Health care ,medicine ,Humans ,Infection control ,Antimicrobial stewardship ,Child ,Intensive care medicine ,book ,Cross Infection ,business.industry ,Research ,Antimicrobial ,Anti-Bacterial Agents ,Multiple drug resistance ,Infectious Diseases ,Pediatric Infectious Disease ,Clostridium Infections ,book.journal ,0305 other medical science ,business ,Delivery of Health Care - Abstract
Objective:To develop a pediatric research agenda focused on pediatric healthcare-associated infections and antimicrobial stewardship topics that will yield the highest impact on child health.Participants:The study included 26 geographically diverse adult and pediatric infectious diseases clinicians with expertise in healthcare-associated infection prevention and/or antimicrobial stewardship (topic identification and ranking of priorities), as well as members of the Division of Healthcare Quality and Promotion at the Centers for Disease Control and Prevention (topic identification).Methods:Using a modified Delphi approach, expert recommendations were generated through an iterative process for identifying pediatric research priorities in healthcare associated infection prevention and antimicrobial stewardship. The multistep, 7-month process included a literature review, interactive teleconferences, web-based surveys, and 2 in-person meetings.Results:A final list of 12 high-priority research topics were generated in the 2 domains. High-priority healthcare-associated infection topics included judicious testing for Clostridioides difficile infection, chlorhexidine (CHG) bathing, measuring and preventing hospital-onset bloodstream infection rates, surgical site infection prevention, surveillance and prevention of multidrug resistant gram-negative rod infections. Antimicrobial stewardship topics included β-lactam allergy de-labeling, judicious use of perioperative antibiotics, intravenous to oral conversion of antimicrobial therapy, developing a patient-level “harm index” for antibiotic exposure, and benchmarking and or peer comparison of antibiotic use for common inpatient conditions.Conclusions:We identified 6 healthcare-associated infection topics and 6 antimicrobial stewardship topics as potentially high-impact targets for pediatric research.
- Published
- 2020
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