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Andrejko KL, Gierke R, Rowlands JV, Rosen JB, Thomas A, Landis ZQ, Rosales M, Petit S, Schaffner W, Holtzman C, Barnes M, Farley MM, Harrison LH, McGee L, Chochua S, Verani JR, Cohen AL, Pilishvili T, Kobayashi M. Effectiveness of 13-valent pneumococcal conjugate vaccine for prevention of invasive pneumococcal disease among children in the United States between 2010 and 2019: An indirect cohort study. Vaccine 2024:S0264-410X(24)00499-7. [PMID: 38704263 DOI: 10.1016/j.vaccine.2024.04.061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/09/2024] [Accepted: 04/21/2024] [Indexed: 05/06/2024]
Abstract
BACKGROUND A U.S. case-control study (2010-2014) demonstrated vaccine effectiveness (VE) for ≥ 1 dose of the thirteen-valent pneumococcal conjugate vaccine (PCV13) against vaccine-type (VT) invasive pneumococcal disease (IPD) at 86 %; however, it lacked statistical power to examine VE by number of doses and against individual serotypes. METHODS We used the indirect cohort method to estimate PCV13 VE against VT-IPD among children aged < 5 years in the United States from May 1, 2010 through December 31, 2019 using cases from CDC's Active Bacterial Core surveillance, including cases enrolled in a matched case-control study (2010-2014). Cases and controls were defined as individuals with VT-IPD and non-PCV13-type-IPD (NVT-IPD), respectively. We estimated absolute VE using the adjusted odds ratio of prior PCV13 receipt (1-aOR x 100 %). RESULTS Among 1,161 IPD cases, 223 (19.2 %) were VT cases and 938 (80.8 %) were NVT controls. Of those, 108 cases (48.4 %; 108/223) and 600 controls (64.0 %; 600/938) had received > 3 PCV13 doses; 23 cases (17.6 %) and 15 controls (2.4 %) had received no PCV doses. VE ≥ 3 PCV13 doses against VT-IPD was 90.2 % (95 % Confidence Interval75.4-96.1 %), respectively. Among the most commonly circulating VT-IPD serotypes, VE of ≥ 3 PCV13 doses was 86.8 % (73.7-93.3 %), 50.2 % (28.4-80.5 %), and 93.8 % (69.8-98.8 %) against serotypes 19A, 3, and 19F, respectively. CONCLUSIONS At least three doses of PCV13 continue to be effective in preventing VT-IPD among children aged < 5 years in the US. PCV13 was protective against serotypes 19A and 19F IPD; protection against serotype 3 IPD did not reach statistical significance.
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Affiliation(s)
- Kristin L Andrejko
- Division of Bacterial Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Ryan Gierke
- Division of Bacterial Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Jennifer B Rosen
- Bureau of Immunization, New York City Department of Health and Mental Hygiene, New York, NY, USA
| | - Ann Thomas
- Oregon Public Health Division, Portland, OR, USA
| | | | - Maria Rosales
- California Emerging Infections Program, Richmond, CA, USA
| | - Sue Petit
- Connecticut Department of Public Health, Hartford, CT, USA
| | - William Schaffner
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, TN, USA
| | | | - Meghan Barnes
- Colorado Department of Public Health and Environment, Denver, CO, USA
| | - Monica M Farley
- Department of Medicine, Emory University School of Medicine and Atlanta VA Medical Center, Atlanta, GA, USA
| | - Lee H Harrison
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA
| | - Lesley McGee
- Division of Bacterial Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Sopio Chochua
- Division of Bacterial Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Jennifer R Verani
- Division of Bacterial Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Adam L Cohen
- Division of Bacterial Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Tamara Pilishvili
- Division of Bacterial Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Miwako Kobayashi
- Division of Bacterial Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
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King LM, Andrejko KL, Kabbani S, Tartof SY, Hicks LA, Cohen AL, Kobayashi M, Lewnard JA. Outpatient visits and antibiotic use due to higher valency pneumococcal vaccine serotypes. J Infect Dis 2024:jiae142. [PMID: 38498565 DOI: 10.1093/infdis/jiae142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 02/19/2024] [Accepted: 03/05/2024] [Indexed: 03/20/2024] Open
Abstract
BACKGROUND In 2022-2023, 15- and 20-valent pneumococcal conjugate vaccines (PCV15/PCV20) were recommended for infants. We aimed to estimate the incidence of outpatient visits and antibiotic prescriptions in U.S. children (≤17 years) from 2016-2019 for acute otitis media, pneumonia, and sinusitis associated with PCV15- and PCV20-additional (non-PCV13) serotypes to quantify PCV15/20 potential impacts. METHODS We estimated the incidence of PCV15/20-additional serotype-attributable visits and antibiotic prescriptions as the product of all-cause incidence rates, derived from national healthcare surveys and MarketScan databases, and PCV15/20-additional serotype-attributable fractions. We estimated serotype-specific attributable fractions using modified vaccine-probe approaches incorporating incidence changes post-PCV13 and ratios of PCV13 versus PCV15/20 serotype frequencies, estimated through meta-analyses. RESULTS Per 1000 children annually, PCV15-additional serotypes accounted for an estimated 2.7 (95% confidence interval 1.8-3.9) visits and 2.4 (1.6-3.4) antibiotic prescriptions. PCV20-additional serotypes resulted in 15.0 (11.2-20.4) visits and 13.2 (9.9-18.0) antibiotic prescriptions annually per 1,000 children. PCV15/20-additional serotypes account for 0.4% (0.2-0.6%) and 2.1% (1.5-3.0%) of pediatric outpatient antibiotic use. CONCLUSIONS Compared with PCV15-additional serotypes, PCV20-additional serotypes account for >5 times the burden of visits and antibiotic prescriptions. Higher-valency PCVs, especially PCV20, may contribute to preventing pediatric pneumococcal respiratory infections and antibiotic use.
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Affiliation(s)
- Laura M King
- School of Public Health, University of California, Berkeley, Berkeley, CA, United States of America
| | - Kristin L Andrejko
- Division of Bacterial Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States of America
| | - Sarah Kabbani
- Division of Healthcare Quality Promotion, Centers for Disease Control and Prevention, Atlanta, GA, United States of America
| | - Sara Y Tartof
- Kaiser Permanente Department of Research & Evaluation Southern California, Pasadena, CA, United States of America
| | - Lauri A Hicks
- Division of Healthcare Quality Promotion, Centers for Disease Control and Prevention, Atlanta, GA, United States of America
| | - Adam L Cohen
- Division of Bacterial Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States of America
| | - Miwako Kobayashi
- Division of Bacterial Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States of America
| | - Joseph A Lewnard
- School of Public Health, University of California, Berkeley, Berkeley, CA, United States of America
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King LM, Andrejko KL, Kabbani S, Tartof SY, Hicks LA, Cohen AL, Kobayashi M, Lewnard JA. Pediatric outpatient visits and antibiotic use attributable to higher valency pneumococcal conjugate vaccine serotypes. medRxiv 2023:2023.08.24.23294570. [PMID: 37662372 PMCID: PMC10473805 DOI: 10.1101/2023.08.24.23294570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Importance Streptococcus pneumoniae is a known etiology of acute respiratory infections (ARIs), which account for large proportions of outpatient visits and antibiotic use in children. In 2023, 15- and 20-valent pneumococcal conjugate vaccines (PCV15, PCV20) were recommended for routine use in infants. However, the burden of outpatient healthcare utilization among U.S. children attributable to the additional, non-PCV13 serotypes in PCV15/20 is unknown. Objective To estimate the incidence of outpatient visits and antibiotic prescriptions in U.S. children for acute otitis media, pneumonia, and sinusitis associated with PCV15- and PCV20-additional serotypes (non-PCV13 serotypes) to quantify potential impacts of PCV15/20 on outpatient visits and antibiotic prescriptions for these conditions. Design Multi-component study including descriptive analyses of cross-sectional and cohort data on outpatient visits and antibiotic prescriptions from 2016-2019 and meta-analyses of pneumococcal serotype distribution in non-invasive respiratory infections. Setting Outpatient visits and antibiotic prescriptions among U.S. children. Participants Pediatric visits and antibiotic prescriptions among children captured in the National Ambulatory Medical Care Survey (NAMCS), the National Hospital Ambulatory Medicare Care Survey (NHAMCS), and Merative MarketScan, collectively representing healthcare delivery across all outpatient settings. Incidence denominators estimated using census (NAMCS/NHAMCS) and enrollment (MarketScan) data. Main outcomes and measures Pediatric outpatient visit and antibiotic prescription incidence for acute otitis media, pneumonia, and sinusitis associated with PCV15/20-additional serotypes. Results We estimated that per 1000 children annually, PCV15-additional serotypes accounted for 2.7 (95% confidence interval 1.8-3.9) visits and 2.4 (1.6-3.4) antibiotic prescriptions. PCV20-additional serotypes resulted in 15.0 (11.2-20.4) visits and 13.2 (9.9-18.0) antibiotic prescriptions annually per 1,000 children. Projected to national counts, PCV15/20-additional serotypes account for 173,000 (118,000-252,000) and 968,000 (722,000-1,318,000) antibiotic prescriptions among U.S. children each year, translating to 0.4% (0.2-0.6%) and 2.1% (1.5-3.0%) of all outpatient antibiotic use among children. Conclusions and relevance PCV15/20-additional serotypes account for a large burden of pediatric outpatient healthcare utilization. Compared with PCV15-additional serotypes, PCV20-additional serotypes account for >5 times the burden of visits and antibiotic prescriptions. These higher-valency PCVs, especially PCV20, may contribute to preventing ARIs and antibiotic use in children.
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Affiliation(s)
- Laura M King
- School of Public Health, University of California, Berkeley, Berkeley, CA
| | - Kristin L Andrejko
- Division of Bacterial Diseases, Centers for Disease Control and Prevention, Atlanta, GA
| | - Sarah Kabbani
- Division of Healthcare Quality Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - Sara Y Tartof
- Kaiser Permanente Department of Research & Evaluation Southern California, Pasadena, CA
| | - Lauri A Hicks
- Division of Healthcare Quality Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - Adam L Cohen
- Division of Bacterial Diseases, Centers for Disease Control and Prevention, Atlanta, GA
| | - Miwako Kobayashi
- Division of Bacterial Diseases, Centers for Disease Control and Prevention, Atlanta, GA
| | - Joseph A Lewnard
- School of Public Health, University of California, Berkeley, Berkeley, CA
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Andrejko KL, Myers JF, Fukui N, Nelson L, Zhao R, Openshaw J, Watt JP, Jain S, Lewnard JA, Pry JM. Real-world uptake of COVID-19 vaccination among individuals expressing vaccine hesitancy: A registry-linkage study. Vaccine 2023; 41:1649-1656. [PMID: 36746740 PMCID: PMC9889259 DOI: 10.1016/j.vaccine.2023.01.066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 01/09/2023] [Accepted: 01/27/2023] [Indexed: 02/04/2023]
Abstract
INTRODUCTION Uptake of COVID-19 vaccination remains suboptimal in the United States and other settings. Though early reports indicated that a strong majority of people were interested in receiving the COVID-19 vaccine, the association between vaccine intention and uptake is not yet fully understood. Ourobjective was todescribe predictors of vaccine uptake, and estimate the sensitivity, specificity, and predictive values of self-reported COVID-19 vaccine status compared to a comprehensive statewide COVID-19 vaccine registry. METHODS A cohort of California residents that received a molecular test for SARS-CoV-2 infection during 24 February-5 December 2021 were enrolled in a telephone-administered survey. Survey participants were matched with records in a statewide immunization registry. Cox proportional hazards model were used to compare time to vaccination among those unvaccinated at survey enrollment by self-reported COVID-19 vaccination intention. RESULTS Among 864 participants who were unvaccinated at the time of interview, 272 (31%) had documentation of receipt of COVID-19 vaccination at a later date; including 194/423 (45.9%) who had initially reported being willing to receive vaccination, 41/185 (22.2%) who reported being unsure about vaccination, and 37/278 (13.3%) who reported unwillingness to receive vaccination.Adjusted hazard ratios (aHRs) for registry-confirmed COVID-19 vaccination were 0.49 (95% confidence interval: 0.32-0.76) and 0.21 (0.12-0.36) for participants expressing uncertainty and unwillingness to receive vaccination, respectively, as compared with participants who reported being willing to receive vaccination. Time to vaccination was shorter among participants from higher-income households (aHR = 3.30 [2.02-5.39]) and who reported co-morbidities or immunocompromising conditions (aHR = 1.54 [1.01-2.36]).Sensitivity of self-reported COVID-19 vaccination status was 82% (80-85%) overall, and 98% (97-99%) among those referencing vaccination records; specificity was 87% (86-89%). CONCLUSION Willingness to receive COVID-19 vaccination was an imperfect predictor of real-world vaccine uptake. Improved messaging about COVID-19 vaccination regardless of previous SARS-CoV-2 infection status may help improve uptake.
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Affiliation(s)
- Kristin L Andrejko
- California Department of Public Health, Richmond, CA, United States; Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, CA, United States
| | - Jennifer F Myers
- California Department of Public Health, Richmond, CA, United States
| | - Nozomi Fukui
- California Department of Public Health, Richmond, CA, United States
| | - Lauren Nelson
- California Department of Public Health, Richmond, CA, United States
| | - Rui Zhao
- California Department of Public Health, Richmond, CA, United States
| | - John Openshaw
- California Department of Public Health, Richmond, CA, United States
| | - James P Watt
- California Department of Public Health, Richmond, CA, United States
| | - Seema Jain
- California Department of Public Health, Richmond, CA, United States
| | - Joseph A Lewnard
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, CA, United States; Division of Infectious Diseases & Vaccinology, School of Public Health, University of California, Berkeley, CA, United States; Center for Computational Biology, College of Engineering, University of California, Berkeley, CA, United States.
| | - Jake M Pry
- California Department of Public Health, Richmond, CA, United States; Department of Public Health Sciences, School of Medicine, University of California, Davis, CA, United States.
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Andrejko KL, Pry JM, Myers JF, Mehrotra M, Lamba K, Lim E, Fukui N, DeGuzman JL, Openshaw J, Watt J, Jain S, Lewnard JA, Covid-Case-Control Study Team OBOTC. Waning of two-dose BNT162b2 and mRNA-1273 vaccine effectiveness against symptomatic SARS-CoV-2 infection is robust to depletion-of-susceptibles bias. Am J Epidemiol 2023:7000826. [PMID: 36702469 DOI: 10.1093/aje/kwad017] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 10/10/2022] [Indexed: 01/28/2023] Open
Abstract
Concerns about the duration of protection conferred by COVID-19 vaccines have arisen in postlicensure evaluations. "Depletion of susceptibles" bias driven by differential accrual of infection among vaccinated and unvaccinated individuals may obscure vaccine effectiveness (VE) estimates, hindering interpretation. We enrolled California residents who received molecular SARS-CoV-2 tests in a matched, test-negative design case-control study to estimate VE of mRNA-based COVID-19 vaccines between 23 February and 5 December 2021. We analyzed waning protection following two vaccine doses using conditional logistic regression models. Additionally, we used data from a population-based serological study to adjust for "depletion-of-susceptibles" bias and estimated VE for 3 doses, by time since second dose receipt. Pooled VE of BNT162b2 and mRNA-1273 against symptomatic SARS-CoV-2 infection was 91.3% (95% confidence interval: 83.8-95.4%) at 14 days after second-dose receipt and declined to 50.8% (31.2-75.6%) at 7 months. Adjusting for depletion-of-susceptibles, we estimated VE of 53.2% (23.6-71.2%) at 7 months after primary mRNA vaccination series. A booster dose of BN162b2 or mRNA-1273 increased VE to 95.0% (82.8-98.6%). These findings confirm that observed waning of protection is not attributable to epidemiologic bias and support ongoing efforts to administer additional vaccine doses to mitigate burden of COVID-19.
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Affiliation(s)
- Kristin L Andrejko
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, California, United States.,California Department of Public Health, Richmond, California, United States
| | - Jake M Pry
- California Department of Public Health, Richmond, California, United States
| | - Jennifer F Myers
- California Department of Public Health, Richmond, California, United States
| | - Megha Mehrotra
- California Department of Public Health, Richmond, California, United States
| | - Katherine Lamba
- California Department of Public Health, Richmond, California, United States
| | - Esther Lim
- California Department of Public Health, Richmond, California, United States
| | - Nozomi Fukui
- California Department of Public Health, Richmond, California, United States
| | | | - John Openshaw
- California Department of Public Health, Richmond, California, United States
| | - James Watt
- California Department of Public Health, Richmond, California, United States
| | - Seema Jain
- California Department of Public Health, Richmond, California, United States
| | - Joseph A Lewnard
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, California, United States.,Division of Infectious Diseases & Vaccinology, School of Public Health, University of California, Berkeley, California, United States.,Center for Computational Biology, College of Engineering, University of California, Berkeley, California, United States
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Andrejko KL, Pry J, Myers JF, Jewell NP, Openshaw J, Watt J, Jain S, Lewnard JA. Prevention of Coronavirus Disease 2019 (COVID-19) by mRNA-Based Vaccines Within the General Population of California. Clin Infect Dis 2022; 74:1382-1389. [PMID: 34282839 PMCID: PMC8406879 DOI: 10.1093/cid/ciab640] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Estimates of coronavirus disease 2019 (COVID-19) vaccine effectiveness under real-world conditions, and understanding of barriers to uptake, are necessary to inform vaccine rollout. METHODS We enrolled cases (testing positive) and controls (testing negative) from among the population whose SARS-CoV-2 molecular diagnostic test results from 24 February to 29 April 2021 were reported to the California Department of Public Health. Participants were matched on age, sex, and geographic region. We assessed participants' self-reported history of mRNA-based COVID-19 vaccine receipt (BNT162b2 and mRNA-1273). Participants were considered fully vaccinated 2 weeks after second dose receipt. Among unvaccinated participants, we assessed willingness to receive vaccination. We measured vaccine effectiveness (VE) via the matched odds ratio of prior vaccination, comparing cases with controls. RESULTS We enrolled 1023 eligible participants aged ≥18 years. Among 525 cases, 71 (13.5%) received BNT162b2 or mRNA-1273; 20 (3.8%) were fully vaccinated with either product. Among 498 controls, 185 (37.1%) received BNT162b2 or mRNA-1273; 86 (16.3%) were fully vaccinated with either product. Two weeks after second dose receipt, VE was 87.0% (95% confidence interval: 68.6-94.6%) and 86.2% (68.4-93.9%) for BNT162b2 and mRNA-1273, respectively. Fully vaccinated participants receiving either product experienced 91.3% (79.3-96.3%) and 68.3% (27.9-85.7%) VE against symptomatic and asymptomatic infection, respectively. Among unvaccinated participants, 42.4% (159/375) residing in rural regions and 23.8% (67/281) residing in urban regions reported hesitancy to receive COVID-19 vaccination. CONCLUSIONS Authorized mRNA-based vaccines are effective at reducing documented SARS-CoV-2 infections within the general population of California. Vaccine hesitancy presents a barrier to reaching coverage levels needed for herd immunity.
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Affiliation(s)
- Kristin L Andrejko
- Division of Epidemiology and Biostatistics, School of Public Health, University of California at Berkeley, Berkeley, California, USA
| | - Jake Pry
- California Department of Public Health, Richmond, California, USA
| | - Jennifer F Myers
- California Department of Public Health, Richmond, California, USA
| | - Nicholas P Jewell
- Division of Epidemiology and Biostatistics, School of Public Health, University of California at Berkeley, Berkeley, California, USA
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - John Openshaw
- California Department of Public Health, Richmond, California, USA
| | - James Watt
- California Department of Public Health, Richmond, California, USA
| | - Seema Jain
- California Department of Public Health, Richmond, California, USA
| | - Joseph A Lewnard
- Division of Epidemiology and Biostatistics, School of Public Health, University of California at Berkeley, Berkeley, California, USA
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California at Berkeley, Berkeley, California, USA
- Center for Computational Biology, College of Engineering, University of California at Berkeley, Berkeley, California, USA
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Andrejko KL, Head JR, Lewnard JA, Remais JV. Longitudinal social contacts among school-aged children during the COVID-19 pandemic: the Bay Area Contacts among Kids (BACK) study. BMC Infect Dis 2022; 22:242. [PMID: 35272626 PMCID: PMC8907906 DOI: 10.1186/s12879-022-07218-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 02/28/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The San Francisco Bay Area was the first region in the United States to enact school closures to mitigate SARS-CoV-2 transmission. The effects of closures on contact patterns for schoolchildren and their household members remain poorly understood. METHODS We conducted serial cross-sectional surveys (May 2020, September 2020, February 2021) of Bay Area households with children to estimate age-structured daily contact rates for children and their adult household members. We examined changes in contact rates over the course of the COVID-19 pandemic, including after vaccination of household members, and compared contact patterns by household demographics using generalized estimating equations clustered by household. RESULTS We captured contact histories for 1,967 households on behalf of 2,674 children, comprising 15,087 non-household contacts over the three waves of data collection. Shortly after the start of shelter-in-place orders in May 2020, daily contact rates were higher among children from Hispanic families (1.52 more contacts per child per day; [95% CI: 1.14-2.04]), households whose parents were unable to work from home (1.82; [1.40-2.40]), and households with income < $150,000 (1.75; [1.33-2.33]), after adjusting for other demographic characteristics and household clustering. Between May and August 2020, non-household contacts of children increased by 145% (ages 5-12) and 172% (ages 13-17), despite few children returning to in-person instruction. Non-household contact rates among children were higher-by 1.75 [1.28-2.40] and 1.42 [0.89-2.24] contacts per child per day in 5-12 and 13-17 age groups, respectively, in households where at least one adult was vaccinated against COVID-19, compared to children's contact rates in unvaccinated households. CONCLUSIONS Child contact rates rebounded despite schools remaining closed, as parents obtained childcare, children engaged in contact in non-school settings, and family members were vaccinated. The waning reductions observed in non-household contact rates of schoolchildren and their family members during a prolonged school closure suggests the strategy may be ineffective for long-term SARS-CoV-2 transmission mitigation. Reductions in age-assortative contacts were not as apparent amongst children from lower income households or households where adults could not work from home. Heterogeneous reductions in contact patterns raise concerning racial, ethnic and income-based inequities associated with long-term school closures as a COVID-19 mitigation strategy.
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Affiliation(s)
- Kristin L Andrejko
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
| | - Jennifer R Head
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
| | - Joseph A Lewnard
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA.,Division of Infectious Diseases & Vaccinology, School of Public Health, University of California, Berkeley, CA, USA.,Center for Computational Biology, College of Engineering, University of California, Berkeley, CA, USA
| | - Justin V Remais
- Division of Environmental Health Sciences, University of California, Berkeley, CA, USA.
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Andrejko KL, Pry JM, Myers JF, Fukui N, DeGuzman JL, Openshaw J, Watt JP, Lewnard JA, Jain S. Effectiveness of Face Mask or Respirator Use in Indoor Public Settings for Prevention of SARS-CoV-2 Infection - California, February-December 2021. MMWR Morb Mortal Wkly Rep 2022; 71:212-216. [PMID: 35143470 PMCID: PMC8830622 DOI: 10.15585/mmwr.mm7106e1] [Citation(s) in RCA: 75] [Impact Index Per Article: 37.5] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Amato HK, Hemlock C, Andrejko KL, Smith AR, Hejazi NS, Hubbard AE, Verma SC, Adhikari RK, Pokhrel D, Smith K, Graham JP, Pokhrel A. Biodigester Cookstove Interventions and Child Diarrhea in Semirural Nepal: A Causal Analysis of Daily Observations. Environ Health Perspect 2022; 130:17002. [PMID: 34985305 PMCID: PMC8729225 DOI: 10.1289/ehp9468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 11/02/2021] [Accepted: 12/02/2021] [Indexed: 05/08/2023]
Abstract
BACKGROUND Hundreds of thousands of biodigesters have been constructed in Nepal. These household-level systems use human and animal waste to produce clean-burning biogas used for cooking, which can reduce household air pollution from woodburning cookstoves and prevent respiratory illnesses. The biodigesters, typically operated by female caregivers, require the handling of animal waste, which may increase domestic fecal contamination, exposure to diarrheal pathogens, and the risk of enteric infections, especially among young children. OBJECTIVE We estimated the effect of daily reported biogas cookstove use on incident diarrhea among children < 5 y old in the Kavrepalanchok District of Nepal. Secondarily, we assessed effect measure modification and statistical interaction of individual- and household-level covariates (child sex, child age, birth order, exclusive breastfeeding, proof of vaccination, roof type, sanitation, drinking water treatment, food insecurity) as well as recent 14-d acute lower respiratory infection (ALRI) and season. METHODS We analyzed 300,133 person-days for 539 children in an observational prospective cohort study to estimate the average effect of biogas stove use on incident diarrhea using cross-validated targeted maximum likelihood estimation (CV-TMLE). RESULTS Households reported using biogas cookstoves in the past 3 d for 23% of observed person-days. The adjusted relative risk of diarrhea for children exposed to biogas cookstove use was 1.31 (95% confidence interval (CI): 1.00, 1.71) compared to unexposed children. The estimated effect of biogas stove use on diarrhea was stronger among breastfed children (2.09; 95% CI: 1.35, 3.25) than for nonbreastfed children and stronger during the dry season (2.03; 95% CI: 1.17, 3.53) than in the wet season. Among children exposed to biogas cookstove use, those with a recent ALRI had the highest mean risk of diarrhea, estimated at 4.53 events (95% CI: 1.03, 8.04) per 1,000 person-days. DISCUSSION This analysis provides new evidence that child diarrhea may be an unintended health risk of biogas cookstove use. Additional studies are needed to identify exposure pathways of fecal pathogen contamination associated with biodigesters to improve the safety of these widely distributed public health interventions. https://doi.org/10.1289/EHP9468.
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Affiliation(s)
- Heather K. Amato
- Division of Environmental Health Sciences, University of California, Berkeley School of Public Health, Berkeley, California, USA
| | - Caitlin Hemlock
- Division of Epidemiology, University of California, Berkeley School of Public Health, Berkeley, California, USA
| | - Kristin L. Andrejko
- Division of Epidemiology, University of California, Berkeley School of Public Health, Berkeley, California, USA
| | - Anna R. Smith
- Division of Environmental Health Sciences, University of California, Berkeley School of Public Health, Berkeley, California, USA
| | - Nima S. Hejazi
- Division of Biostatistics, University of California, Berkeley School of Public Health, Berkeley, California, USA
| | - Alan E. Hubbard
- Division of Biostatistics, University of California, Berkeley School of Public Health, Berkeley, California, USA
| | | | - Ramesh K. Adhikari
- Tribhuvan University, Institute of Medicine, Maharajgunj Medical Campus, Kathmandu, Nepal
| | - Dhiraj Pokhrel
- Society for Legal and Environmental Analysis and Development Research (LEADERS), Nepal
| | - Kirk Smith
- Division of Environmental Health Sciences, University of California, Berkeley School of Public Health, Berkeley, California, USA
| | - Jay P. Graham
- Division of Environmental Health Sciences, University of California, Berkeley School of Public Health, Berkeley, California, USA
| | - Amod Pokhrel
- Division of Environmental Health Sciences, University of California, Berkeley School of Public Health, Berkeley, California, USA
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Andrejko KL, Pry J, Myers JF, Openshaw J, Watt J, Birkett N, DeGuzman JL, Barbaduomo CM, Dong ZN, Fang AT, Frost PM, Ho T, Javadi MH, Li SS, Tran VH, Wan C, Jain S, Lewnard JA. Predictors of SARS-CoV-2 infection following high-risk exposure. Clin Infect Dis 2021; 75:e276-e288. [PMID: 34932817 PMCID: PMC8903328 DOI: 10.1093/cid/ciab1040] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Non-pharmaceutical interventions (NPIs) are recommended for COVID-19 prevention. However, the effectiveness of NPIs in preventing SARS-CoV-2 transmission remains poorly quantified. METHODS We conducted a test-negative design case-control study enrolling cases (testing positive for SARS-CoV-2) and controls (testing negative) with molecular SARS-CoV-2 diagnostic test results reported to California Department of Public Health between 24 February-12 November, 2021. We used conditional logistic regression to estimate adjusted odds ratios (aORs) of case status among participants who reported contact with an individual known or suspected to have been infected with SARS-CoV-2 ("high-risk exposure") ≤14 days before testing. RESULTS 751 of 1448 cases (52%) and 255 of 1443 controls (18%) reported high-risk exposures ≤14 days before testing. Adjusted odds of case status were 3.02-fold (95% confidence interval: 1.75-5.22) higher when high-risk exposures occurred with household members (vs. other contacts), 2.10-fold (1.05-4.21) higher when exposures occurred indoors (vs. outdoors only), and 2.15-fold (1.27-3.67) higher when exposures lasted ≥3 hours (vs. shorter durations) among unvaccinated and partially-vaccinated individuals; excess risk associated with such exposures was mitigated among fully-vaccinated individuals. Cases were less likely than controls to report mask usage during high-risk exposures (aOR=0.50 [0.29-0.85]). The adjusted odds of case status was lower for fully-vaccinated (aOR=0.25 [0.15-0.43]) participants compared to unvaccinated participants. Benefits of mask usage were greatest among unvaccinated and partially-vaccinated participants, and in interactions involving non-household contacts or interactions occurring without physical contact. CONCLUSIONS NPIs reduced the likelihood of SARS-CoV-2 infection following high-risk exposure. Vaccine effectiveness was substantial for partially and fully vaccinated persons.
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Affiliation(s)
- Kristin L Andrejko
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, California, United States
| | - Jake Pry
- California Department of Public Health, Richmond, California, United States
| | - Jennifer F Myers
- California Department of Public Health, Richmond, California, United States
| | - John Openshaw
- California Department of Public Health, Richmond, California, United States
| | - James Watt
- California Department of Public Health, Richmond, California, United States
| | - Nozomi Birkett
- California Department of Public Health, Richmond, California, United States
| | | | | | - Zheng N Dong
- California Department of Public Health, Richmond, California, United States
| | - Anna T Fang
- California Department of Public Health, Richmond, California, United States
| | - Paulina M Frost
- California Department of Public Health, Richmond, California, United States
| | - Timothy Ho
- California Department of Public Health, Richmond, California, United States
| | - Mahsa H Javadi
- California Department of Public Health, Richmond, California, United States
| | - Sophia S Li
- California Department of Public Health, Richmond, California, United States
| | - Vivian H Tran
- California Department of Public Health, Richmond, California, United States
| | - Christine Wan
- California Department of Public Health, Richmond, California, United States
| | - Seema Jain
- California Department of Public Health, Richmond, California, United States
| | - Joseph A Lewnard
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, California, United States.,Division of Infectious Diseases & Vaccinology, School of Public Health, University of California, Berkeley, California, United States.,Center for Computational Biology, College of Engineering, University of California, Berkeley, California, United States
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Head JR, Andrejko KL, Remais JV. Model-based assessment of SARS-CoV-2 Delta variant transmission dynamics within partially vaccinated K-12 school populations. Lancet Reg Health Am 2021; 5:100133. [PMID: 34849504 PMCID: PMC8614621 DOI: 10.1016/j.lana.2021.100133] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND We examined school reopening policies amidst ongoing transmission of the highly transmissible Delta variant, accounting for vaccination among individuals ≥12 years. METHODS We collected data on social contacts among school-aged children in the California Bay Area and developed an individual-based transmission model to simulate transmission of the Delta variant of SARS-CoV-2 in schools. We evaluated the additional infections in students and teachers/staff resulting over a 128-day semester from in-school instruction compared to remote instruction when various NPIs (mask use, cohorts, and weekly testing of students/teachers) were implemented, across various community-wide vaccination coverages (50%, 60%, 70%), and student (≥12 years) and teacher/staff vaccination coverages (50% - 95%). FINDINGS At 70% vaccination coverage, universal masking reduced infections by >57% among students. Masking plus 70% vaccination coverage enabled achievement of <50 excess cases per 1,000 students/teachers, but stricter risk tolerances, such as <25 excess infections per 1,000 students/teachers, required a cohort approach in elementary and middle school populations. In the absence of NPIs, increasing the vaccination coverage of community members from 50% to 70% or elementary teachers from 70% to 95% reduced the excess rate of infection among elementary school students attributable to school transmission by 24% and 37%, respectively. INTERPRETATIONS Amidst Delta variant circulation, we found that schools are not inherently low risk, yet can be made so with high community vaccination coverages and masking. Vaccination of adults protects unvaccinated children. FUNDING National Science Foundation grant no. 2032210; National Institutes of Health grant nos. R01AI125842 and R01AI148336; MIDAS Coordination Center (MIDASSUP2020-4).
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Affiliation(s)
- Jennifer R. Head
- Division of Epidemiology, School of Public Health, University of California Berkeley, Berkeley, CA, USA
| | - Kristin L. Andrejko
- Division of Epidemiology, School of Public Health, University of California Berkeley, Berkeley, CA, USA
| | - Justin V. Remais
- Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, CA, USA,Corresponding author: Justin V. Remais, Ph.D., 2121 Berkeley Way West #5301, Berkeley, CA 94720
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12
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Head JR, Andrejko KL, Remais JV. Model-based assessment of SARS-CoV-2 Delta variant transmission dynamics within partially vaccinated K-12 school populations. medRxiv 2021:2021.08.20.21262389. [PMID: 34462757 PMCID: PMC8404896 DOI: 10.1101/2021.08.20.21262389] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND We examined school reopening policies amidst rising transmission of the highly transmissible Delta variant, accounting for vaccination among individuals aged 12 years and older, with the goal of characterizing risk to students and teachers under various within-school non-pharmaceutical interventions (NPIs) combined with specific vaccination coverage levels. METHODS We developed an individual-based transmission model to simulate transmission of the Delta variant of SARS-CoV-2 among a synthetic population, representative of Bay Area cities. We parameterized the model using community contact rates from vaccinated households ascertained from a household survey of Bay Area families with children conducted between February - April, 2021. INTERVENTIONS AND OUTCOMES We evaluated the additional infections in students and teachers/staff resulting over a 128-day semester from in-school instruction compared to remote instruction when various NPIs (mask use, cohorts, and weekly testing of students/teachers) were implemented in schools, across various community-wide vaccination coverages (50%, 60%, 70%), and student (≥12 years) and teacher/staff vaccination coverages (50% - 95%). We quantified the added benefit of universal masking over masking among unvaccinated students and teachers, across varying levels of vaccine effectiveness (45%, 65%, 85%), and compared results between Delta and Alpha variant circulation. RESULTS The Delta variant sharply increases the risk of within-school COVID-transmission when compared to the Alpha variant. In our highest risk scenario (50% community and within-school vaccine coverage, no within-school NPIs, and predominant circulation of the Delta variant), we estimated that an elementary school could see 33-65 additional symptomatic cases of COVID-19 over a four-month semester (depending on the relative susceptibility of children <10 years). In contrast, under the Bay Area reopening plan (universal mask use, community and school vaccination coverage of 70%), we estimated excess symptomatic infection attributable to school reopening among 2.0-9.7% of elementary students (8-36 excess symptomatic cases per school over the semester), 3.0% of middle school students (13 cases per school) and 0.4% of high school students (3 cases per school). Excess rates among teachers attributable to reopening were similar. Achievement of lower risk tolerances, such as <5 excess infections per 1,000 students or teachers, required a cohort approach in elementary and middle school populations. In the absence of NPIs, increasing the vaccination coverage of community members from 50% to 70% or elementary teachers from 70% to 95% reduced the estimated excess rate of infection among elementary school students attributable to school transmission by 24% and 41%, respectively. We estimated that with 70% coverage of the eligible community and school population with a vaccine that is ≤65% effective, universal masking can avert more cases than masking of unvaccinated persons alone. CONCLUSIONS Amidst circulation of the Delta variant, our findings demonstrated that schools are not inherently low risk, yet can be made so with high community vaccination coverages and universal masking. Vaccination of adult community members and teachers protects unvaccinated elementary and middle school children. Elementary and middle schools that can support additional interventions, such as cohorts and testing, should consider doing so, particularly if additional studies find that younger children are equally as susceptible as adults to the Delta variant of SARS-CoV-2. LIMITATIONS We did not consider the effect of social distancing in classrooms, or variation in testing frequency, and considerable uncertainty remains in key transmission parameters.
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Affiliation(s)
- Jennifer R. Head
- Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Kristin L. Andrejko
- Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Justin V. Remais
- Center for Computational Biology, College of Engineering, University of California, Berkeley, Berkeley, California, United States
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13
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Head JR, Andrejko KL, Cheng Q, Collender PA, Phillips S, Boser A, Heaney AK, Hoover CM, Wu SL, Northrup GR, Click K, Bardach NS, Lewnard JA, Remais JV. School closures reduced social mixing of children during COVID-19 with implications for transmission risk and school reopening policies. J R Soc Interface 2021; 18:20200970. [PMID: 33849340 PMCID: PMC8086933 DOI: 10.1098/rsif.2020.0970] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 03/24/2021] [Indexed: 12/14/2022] Open
Abstract
School closures may reduce the size of social networks among children, potentially limiting infectious disease transmission. To estimate the impact of K-12 closures and reopening policies on children's social interactions and COVID-19 incidence in California's Bay Area, we collected data on children's social contacts and assessed implications for transmission using an individual-based model. Elementary and Hispanic children had more contacts during closures than high school and non-Hispanic children, respectively. We estimated that spring 2020 closures of elementary schools averted 2167 cases in the Bay Area (95% CI: -985, 5572), fewer than middle (5884; 95% CI: 1478, 11.550), high school (8650; 95% CI: 3054, 15 940) and workplace (15 813; 95% CI: 9963, 22 617) closures. Under assumptions of moderate community transmission, we estimated that reopening for a four-month semester without any precautions will increase symptomatic illness among high school teachers (an additional 40.7% expected to experience symptomatic infection, 95% CI: 1.9, 61.1), middle school teachers (37.2%, 95% CI: 4.6, 58.1) and elementary school teachers (4.1%, 95% CI: -1.7, 12.0). However, we found that reopening policies for elementary schools that combine universal masking with classroom cohorts could result in few within-school transmissions, while high schools may require masking plus a staggered hybrid schedule. Stronger community interventions (e.g. remote work, social distancing) decreased the risk of within-school transmission across all measures studied, with the influence of community transmission minimized as the effectiveness of the within-school measures increased.
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Affiliation(s)
- Jennifer R. Head
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
| | - Kristin L. Andrejko
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
| | - Qu Cheng
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, CA, USA
| | - Philip A. Collender
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, CA, USA
| | - Sophie Phillips
- College of Letters and Science, University of California, Berkeley, CA, USA
| | - Anna Boser
- College of Letters and Science, University of California, Berkeley, CA, USA
| | - Alexandra K. Heaney
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, CA, USA
| | - Christopher M. Hoover
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, CA, USA
| | - Sean L. Wu
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
| | - Graham R. Northrup
- Center for Computational Biology, College of Engineering, University of California, Berkeley, CA, USA
| | - Karen Click
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
| | - Naomi S. Bardach
- Department of Pediatrics, School of Medicine, University of California, San Francisco, CA, USA
| | - Joseph A. Lewnard
- Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA
- Center for Computational Biology, College of Engineering, University of California, Berkeley, CA, USA
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, CA, USA
| | - Justin V. Remais
- College of Letters and Science, University of California, Berkeley, CA, USA
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