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Lehrer BJ, Mutamba G, Thure KA, Evans CD, Hersh AL, Banerjee R, Katz SE. Optimal Pediatric Outpatient Antibiotic Prescribing. JAMA Netw Open 2024; 7:e2437409. [PMID: 39361280 PMCID: PMC11450517 DOI: 10.1001/jamanetworkopen.2024.37409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 08/09/2024] [Indexed: 10/05/2024] Open
Abstract
Importance In the US, 50% of all pediatric outpatient antibiotics prescribed are unnecessary or inappropriate. Less is known about the appropriateness of pediatric outpatient antibiotic prescribing. Objective To identify the overall percentage of outpatient antibiotic prescriptions that are optimal according to guideline recommendations for first-line antibiotic choice and duration. Design, Setting, and Participants This cross-sectional study obtained data on any clinical encounter for a patient younger than 20 years with at least 1 outpatient oral antibiotic, intramuscular ceftriaxone, or penicillin prescription filled in the state of Tennessee from January 1 to December 31, 2022, from IQVIA's Longitudinal Prescription Claims and Medical Claims databases. Each clinical encounter was assigned a single diagnosis corresponding to the lowest applicable tier in a 3-tier antibiotic tier system. Antibiotics prescribed for tier 1 (nearly always required) or tier 2 (sometimes required) diagnoses were compared with published national guidelines. Antibiotics prescribed for tier 3 (rarely ever required) diagnoses were considered to be suboptimal for both choice and duration. Main Outcomes and Measures Primary outcome was the percentage of optimal antibiotic prescriptions consistent with guideline recommendations for first-line antibiotic choice and duration. Secondary outcomes were the associations of optimal prescribing by diagnosis, suboptimal antibiotic choice, and patient- and clinician-level factors (ie, age and Social Vulnerability Index) with optimal antibiotic choice, which were measured by odds ratios (ORs) and 95% CIs calculated using a multivariable logistic regression model. Results A total of 506 633 antibiotics were prescribed in 488 818 clinical encounters (for 247 843 females [50.7%]; mean [SD] age, 8.36 [5.5] years). Of these antibiotics, 21 055 (4.2%) were for tier 1 diagnoses, 288 044 (56.9%) for tier 2 diagnoses, and 197 660 (39.0%) for tier 3 diagnoses. Additionally, 194 906 antibiotics (38.5%) were optimal for antibiotic choice, 259 786 (51.3%) for duration, and 159 050 (31.4%) for both choice and duration. Acute otitis media (AOM) and pharyngitis were the most common indications, with 85 635 of 127 312 (67.3%) clinical encounters for AOM and 42 969 of 76 865 (55.9%) clinical encounters for pharyngitis being optimal for antibiotic choice. Only 257 of 4472 (5.7%) antibiotics prescribed for community-acquired pneumonia had a 5-day duration. Optimal antibiotic choice was more likely in patients who were younger (OR, 0.98; 95% CI, 0.98-0.98) and were less socially vulnerable (OR, 0.84; 95% CI, 0.82-0.86). Conclusions and Relevance This cross-sectional study found that less than one-third of antibiotics prescribed to pediatric outpatients in Tennessee were optimal for choice and duration. Four stewardship interventions may be targeted: (1) reduce the number of prescriptions for tier 3 diagnoses, (2) increase optimal prescribing for AOM and pharyngitis, (3) provide clinician education on shorter antibiotic treatment courses for community-acquired pneumonia, and (4) promote optimal antibiotic prescribing in resource-limited settings.
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Affiliation(s)
- Brittany J. Lehrer
- Division of Infectious Diseases, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Glodi Mutamba
- Healthcare-Associated Infections and Antimicrobial Resistance Program of the Communicable and Environmental Diseases and Emergency Preparedness Division, Tennessee Department of Health, Nashville
| | - Katie A. Thure
- Healthcare-Associated Infections and Antimicrobial Resistance Program of the Communicable and Environmental Diseases and Emergency Preparedness Division, Tennessee Department of Health, Nashville
| | - Christopher D. Evans
- Healthcare-Associated Infections and Antimicrobial Resistance Program of the Communicable and Environmental Diseases and Emergency Preparedness Division, Tennessee Department of Health, Nashville
| | - Adam L. Hersh
- Division of Infectious Diseases, Department of Pediatrics, University of Utah, Salt Lake City
| | - Ritu Banerjee
- Division of Infectious Diseases, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Sophie E. Katz
- Division of Infectious Diseases, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee
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McCulloh RJ, Kerns E, Flores R, Cane R, El Feghaly RE, Marin JR, Markham JL, Newland JG, Wang ME, Garber M. A National Quality Improvement Collaborative to Improve Antibiotic Use in Pediatric Infections. Pediatrics 2024; 153:e2023062246. [PMID: 38682258 DOI: 10.1542/peds.2023-062246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/03/2023] [Indexed: 05/01/2024] Open
Abstract
BACKGROUND Nearly 25% of antibiotics prescribed to children are inappropriate or unnecessary, subjecting patients to avoidable adverse medication effects and cost. METHODS We conducted a quality improvement initiative across 118 hospitals participating in the American Academy of Pediatrics Value in Inpatient Pediatrics Network 2020 to 2022. We aimed to increase the proportion of children receiving appropriate: (1) empirical, (2) definitive, and (3) duration of antibiotic therapy for community-acquired pneumonia, skin and soft tissue infections, and urinary tract infections to ≥85% by Jan 1, 2022. Sites reviewed encounters of children >60 days old evaluated in the emergency department or hospital. Interventions included monthly audit with feedback, educational webinars, peer coaching, order sets, and a mobile app containing site-specific, antibiogram-based treatment recommendations. Sites submitted 18 months of baseline, 2-months washout, and 10 months intervention data. We performed interrupted time series (analyses for each measure. RESULTS Sites reviewed 43 916 encounters (30 799 preintervention, 13 117 post). Overall median [interquartile range] adherence to empirical, definitive, and duration of antibiotic therapy was 67% [65% to 70%]; 74% [72% to 75%] and 61% [58% to 65%], respectively at baseline and was 72% [71% to 72%]; 79% [79% to 80%] and 71% [69% to 73%], respectively, during the intervention period. Interrupted time series revealed a 13% (95% confidence interval: 1% to 26%) intercept change at intervention for empirical therapy and a 1.1% (95% confidence interval: 0.4% to 1.9%) monthly increase in adherence per month for antibiotic duration above baseline rates. Balancing measures of care escalation and revisit or readmission did not increase. CONCLUSIONS This multisite collaborative increased appropriate antibiotic use for community-acquired pneumonia, skin and soft tissue infections, and urinary tract infection among diverse hospitals.
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Affiliation(s)
- Russell J McCulloh
- Department of Pediatrics, University of Nebraska Medical Center, Omaha, Nebraska
- Divisions of Pediatric Hospital Medicine
| | - Ellen Kerns
- Department of Pediatrics, University of Nebraska Medical Center, Omaha, Nebraska
- Care Transformation, Children's Nebraska, Omaha, Nebraska
| | - Ricky Flores
- Care Transformation, Children's Nebraska, Omaha, Nebraska
| | - Rachel Cane
- Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Rana E El Feghaly
- Divisions of Infectious Diseases
- Department of Pediatrics, University of Missouri Kansas City, Kansas City, Missouri
| | - Jennifer R Marin
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Jessica L Markham
- Pediatric Hospital Medicine, Department of Pediatrics, Children's Mercy Kansas City, Kansas City, Missouri
- Department of Pediatrics, University of Missouri Kansas City, Kansas City, Missouri
| | - Jason G Newland
- Department of Pediatrics, Washington University School of Medicine, Division of Pediatric Infectious Diseases, St Louis, Missouri
| | - Marie E Wang
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
| | - Matthew Garber
- Department of Pediatrics, University of Florida College of Medicine, Jacksonville, Florida
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3
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Carter EJ, Zavez K, Rogers SC, deMayo R, Harel O, Gerber JS, Aseltine RH. Documented Penicillin Allergies on Antibiotic Selection at Pediatric Emergency Department Visits. Pediatr Emerg Care 2024; 40:283-288. [PMID: 37549307 DOI: 10.1097/pec.0000000000003023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/09/2023]
Abstract
BACKGROUND Penicillin or amoxicillin are the recommended treatments for the most common pediatric bacterial illnesses. Allergies to penicillin are commonly reported among children but rarely true. We evaluated the impact of reported penicillin allergies on broad-spectrum antibiotic use overall and for the treatment of common respiratory infections among treat-and-release pediatric emergency department (ED) visits. METHODS Retrospective cohort study of pediatric patients receiving antibiotics during a treat-and-release visit at a large, pediatric ED in the northeast from 2014 to 2016. Study exposure was a reported allergy to penicillin in the electronic medical record. Study outcomes were the selection of broad-spectrum antibiotics and alternative (second-line) antibiotic therapy for the treatment of acute otitis media (AOM) and group A streptococcus (GAS) pharyngitis. We used unadjusted and adjusted generalized estimating equation models to analyze the impact of reported penicillin allergies on the selection of broad-spectrum antibiotics. We used unadjusted and adjusted logistic regression models to determine the probability of children with a documented penicillin allergy receiving alternative antibiotic treatments for AOM and GAS. RESULTS Among 12,987 pediatric patients, 810 (6.2%) had a documented penicillin allergy. Penicillin allergies increased the odds of children receiving a broad spectrum versus narrow spectrum antibiotic (adjusted odds ratio, 13.55; 95% confidence interval (CI), 11.34-16.18). In our adjusted logistic regression model, the probability of children with a documented penicillin allergy receiving alternative antibiotic treatment for AOM was 0.97 (95% CI, 0.94-0.99) and for GAS was 0.97 (95% CI, 0.92-0.99). CONCLUSIONS Antibiotic stewardship efforts in pediatric EDs may consider the delabeling of penicillin allergies particularly among children receiving antibiotics for an acute respiratory infection as a target for intervention.
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Affiliation(s)
- Eileen J Carter
- From the University of Connecticut School of Nursing, Storrs, CT
| | - Katherine Zavez
- University of Connecticut Department of Statistics, Storrs, CT
| | - Steven C Rogers
- Pediatric Emergency Medicine, Connecticut Children's, Hartford, CT
| | - Richelle deMayo
- Department of Informatics, Connecticut Children's Medical Center, Hartford, CT
| | - Ofer Harel
- University of Connecticut Department of Statistics, Storrs, CT
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Rankin DA, Katz SE, Amarin JZ, Hayek H, Stewart LS, Slaughter JC, Deppen S, Yanis A, Romero YH, Chappell JD, Khankari NK, Halasa NB. Provider-ordered viral testing and antibiotic administration practices among children with acute respiratory infections across healthcare settings in Nashville, Tennessee. ANTIMICROBIAL STEWARDSHIP & HEALTHCARE EPIDEMIOLOGY : ASHE 2024; 4:e29. [PMID: 38500720 PMCID: PMC10945942 DOI: 10.1017/ash.2024.24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 01/22/2024] [Accepted: 01/25/2024] [Indexed: 03/20/2024]
Abstract
Objective Evaluate the association between provider-ordered viral testing and antibiotic treatment practices among children discharged from an ED or hospitalized with an acute respiratory infection (ARI). Design Active, prospective ARI surveillance study from November 2017 to February 2020. Setting Pediatric hospital and emergency department in Nashville, Tennessee. Participants Children 30 days to 17 years old seeking medical care for fever and/or respiratory symptoms. Methods Antibiotics prescribed during the child's ED visit or administered during hospitalization were categorized into (1) None administered; (2) Narrow-spectrum; and (3) Broad-spectrum. Setting-specific models were built using unconditional polytomous logistic regression with robust sandwich estimators to estimate the adjusted odds ratios and 95% confidence intervals between provider-ordered viral testing (ie, tested versus not tested) and viral test result (ie, positive test versus not tested and negative test versus not tested) and three-level antibiotic administration. Results 4,107 children were enrolled and tested, of which 2,616 (64%) were seen in the ED and 1,491 (36%) were hospitalized. In the ED, children who received a provider-ordered viral test had 25% decreased odds (aOR: 0.75; 95% CI: 0.54, 0.98) of receiving a narrow-spectrum antibiotic during their visit than those without testing. In the inpatient setting, children with a negative provider-ordered viral test had 57% increased odds (aOR: 1.57; 95% CI: 1.01, 2.44) of being administered a broad-spectrum antibiotic compared to children without testing. Conclusions In our study, the impact of provider-ordered viral testing on antibiotic practices differed by setting. Additional studies evaluating the influence of viral testing on antibiotic stewardship and antibiotic prescribing practices are needed.
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Affiliation(s)
- Danielle A. Rankin
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Epidemiology PhD Program, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Sophie E. Katz
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Justin Z. Amarin
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Haya Hayek
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Laura S. Stewart
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - James C. Slaughter
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Stephen Deppen
- Department of Thoracic Surgery and Division of Epidemiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ahmad Yanis
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - James D. Chappell
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Nikhil K. Khankari
- Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Natasha B. Halasa
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
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Neto A, Sage H, Patel AK, Rivera-Sepulveda A. Antibiotic Stewardship and Treatment of Uncomplicated Urinary Tract Infection (UTI) in Children and Adolescents in the Emergency Department of a Community Hospital. Clin Pediatr (Phila) 2024; 63:357-364. [PMID: 37226473 PMCID: PMC11060847 DOI: 10.1177/00099228231175471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
A retrospective, cross-sectional study of children with suspected urinary tract infections (UTIs) 3 months to 18 years of age who had a urinalysis and urine culture (UC) during an emergency department (ED) visit between 2019 and 2020 was performed. Chi-square, Fisher exact, and independent samples T tests were used as appropriate. Median age was 6.6 years (interquartile range = 3.3-12.4). Urinalysis positivity was 92.8%, of which 81.9% of children were prescribed a first-line antibiotic. First-line antibiotic use was 82.7%. Positive UC rate was 84.7%, with 84% receiving a first-line antibiotic (P = .025). The correlation between a positive urinalysis and a positive UC was 80.8% (P < .001). Change of antibiotics based on the uropathogen of positive UCs was 6.3% (P < .001). The urinalysis and UC guided the diagnosis and treatment of UTIs. First-line antibiotics can be safely administered in the ED and prescribed for positive urinalyses. Studies are needed to evaluate the discontinuation of antibiotics with negative UCs as part of antibiotic stewardship initiatives.
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Affiliation(s)
- Arino Neto
- Department of Pediatrics, Nemours Children's Health, Orlando, FL, USA
| | - Hannah Sage
- College of Medicine, University of Central Florida, Orlando, FL, USA
| | - Amit K Patel
- Division of Emergency Medicine and Urgent Care, Nemours Children's Health, Orlando, FL, USA
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Krueger C, Alqurashi W, Barrowman N, Litwinska M, Le Saux N. The long and the short of pediatric emergency department antibiotic prescribing: A retrospective observational study. Am J Emerg Med 2024; 75:131-136. [PMID: 37950980 DOI: 10.1016/j.ajem.2023.10.052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 10/27/2023] [Accepted: 10/28/2023] [Indexed: 11/13/2023] Open
Abstract
BACKGROUND Most antibiotics prescribed to children are provided in the outpatient and emergency department (ED) settings, yet these prescribers are seldom engaged by antibiotic stewardship programs. We reviewed ED antibiotic prescriptions for three common infections to describe current prescribing practices. METHODS Prescription data between 2018 and 2021 were extracted from the electronic records of children discharged from the Children's Hospital of Eastern Ontario ED with urinary tract infection (UTI), community acquired pneumonia (CAP), and acute otitis media ≥2 years of age (AOM). Antibiotic choice, duration, as well as the provider's time in practice and training background were collected. Antibiotic durations were compared with Canadian guideline recommendations to assess concordance. Provider-level prescribing practices were analyzed using k-means cluster analysis. RESULTS 10,609 prescriptions were included: 2868 for UTI, 2958 for CAP, and 4783 for AOM. Guideline-concordant durations prescribed was generally high (UTI 84.9%, CAP 94.0%, AOM 52.8%), a large proportion of antibiotic-days prescribed were in excess of the minimally recommended duration for each infection (UTI 16.8%, 19.3%, AOM 25.5%). Cluster analysis yielded two clusters of prescribers, with those in one cluster more commonly prescribing durations at the lower end of recommended interval, and the others more commonly prescribing longer durations for all three infections reviewed. No statistically significant differences were found between clusters by career stage or training background. CONCLUSIONS While guideline-concordant antibiotic prescribing was generally high, auditing antibiotic prescriptions identified shifting prescribing towards the minimally recommended duration as a potential opportunity to reduce antibiotic use among children for these infections.
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Affiliation(s)
- Carsten Krueger
- Division of Infectious Diseases, Immunology & Allergy, Department of Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada.
| | - Waleed Alqurashi
- Division of Emergency Medicine, Department of Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Nicholas Barrowman
- Children's Hospital of Eastern Ontario Research Institute, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Maria Litwinska
- Business Intelligence Team, Information Services, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Nicole Le Saux
- Division of Infectious Diseases, Immunology & Allergy, Department of Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
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7
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Klein A, Shapira M, Lipman-Arens S, Bamberger E, Srugo I, Chistyakov I, Stein M. Diagnostic Accuracy of a Real-Time Host-Protein Test for Infection. Pediatrics 2023; 152:e2022060441. [PMID: 37916266 DOI: 10.1542/peds.2022-060441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/11/2023] [Indexed: 11/03/2023] Open
Abstract
OBJECTIVE Determining infection etiology can be difficult because viral and bacterial diseases often manifest similarly. A host protein test that computationally integrates the circulating levels of TNF-related apoptosis-induced ligand, interferon γ-induced protein-10, and C-reactive protein to differentiate between bacterial and viral infection (called MMBV) demonstrated high performance in multiple prospective clinical validation studies. Here, MMBV's diagnostic accuracy is evaluated in febrile children for whom physicians were uncertain about etiology when applied at the physician's discretion. METHODS Patients aged 3 months to 18 years were retrospectively recruited (NCT03075111; SPIRIT study; 2014-2017). Emergency department physician's etiological suspicion and certainty level were recorded in a questionnaire at blood-draw. MMBV results are based on predefined score thresholds: viral/non-bacterial etiology (0 ≤ score <35), equivocal (35 ≤ score ≤65), and bacterial or coinfection (65 < score ≤100). Reference standard etiology (bacterial/viral/indeterminate) was adjudicated by 3 independent experts based on all available patient data. Experts were blinded to MMBV. MMBV and physician's etiological suspicion were assessed against the reference standard. RESULTS Of 3003 potentially eligible patients, the physicians were uncertain about infection etiology for 736 of the cases assigned a reference standard (128 bacterial, 608 viral). MMBV performed with sensitivity 89.7% (96/107; 95% confidence interval 82.4-94.3) and specificity 92.6% (498/538; 95% confidence interval 90.0-94.5), significantly outperforming physician's etiological suspicion (sensitivity 49/74 = 66.2%, specificity 265/368 = 72.0%; P < .0001). MMBV equivocal rate was 12.4% (91/736). CONCLUSIONS MMBV was more accurate in determining etiology compared with physician's suspicion and had high sensitivity and specificity according to the reference standard.
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Affiliation(s)
- Adi Klein
- Pediatrics Department
- Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
| | - Ma'anit Shapira
- Laboratory Division
- Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
| | - Shelly Lipman-Arens
- Infectious Diseases, Hillel Yaffe Medical Center, Hadera, Israel
- Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
| | - Ellen Bamberger
- Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
- Pediatrics Department
| | | | | | - Michal Stein
- Pediatric Infectious Diseases Unit, Sheba Medical Center, Edmond and Lily Safra Children's Hospital, Tel-Hashomer, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Frost HM, Jenkins TC, Sebastian T, Parker SK, Keith A, Kurtz M, Fletcher DR, Wilson ML, Dominguez SR. Reliability of nasopharyngeal PCR for the detection of otopathogens in children with uncomplicated acute otitis media compared to culture. Diagn Microbiol Infect Dis 2023; 107:116040. [PMID: 37549633 PMCID: PMC10529968 DOI: 10.1016/j.diagmicrobio.2023.116040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 07/17/2023] [Accepted: 07/22/2023] [Indexed: 08/09/2023]
Abstract
Otopathogens in acute otitis media (AOM) have implications for care because the likelihood of resolution without antibiotics and optimal antibiotic agent varies by microorganism. We aimed to determine the sensitivity, specificity, positive predictive value, and negative predictive value of nasopharyngeal (NP) qualitative polymerase chain reaction (PCR) for common bacterial otopathogens in children with AOM compared to NP culture. NP flocked swabs collected from enrolled children aged 6 to 35 months with uncomplicated AOM in Denver, CO were tested by culture and multiplex PCR. The sensitivity and negative predictive value of PCR using culture as a reference were high (H. influenzae 93.3%, 98.0%; S. pneumoniae 94.2%, 95.1%; M. catarrhalis 92.3%, 86.4%); whereas the specificity and positive predictive value were lower and varied by organism (54.2%-84.1%, 55.1%-69.2%, respectively). PCR detected 1.5 times more organisms than culture. NP PCR has a high predictive value for excluding otopathogens compared to culture and warrants exploration as a diagnostic tool.
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Affiliation(s)
- Holly M Frost
- Department of Pediatrics, Denver Health and Hospital Authority, Denver, CO, USA; Center for Health Systems Research, Denver Health and Hospital Authority, Denver, CO, USA; Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA.
| | - Timothy C Jenkins
- Division of Infectious Diseases, Department of Medicine, Denver Health and Hospital Authority, Denver, CO, USA; Division of Infectious Diseases, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Thresia Sebastian
- Department of Pediatrics, Denver Health and Hospital Authority, Denver, CO, USA; Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA; Department of Pediatrics, Alameda Health System, Oakland, CA, USA
| | - Sarah K Parker
- Department of Pediatric Infectious Diseases, University of Colorado School of Medicine, Aurora, CO, USA; Department of Pediatric Infectious Diseases, Children's Hospital Colorado, Aurora, CO, USA
| | - Amy Keith
- Center for Health Systems Research, Denver Health and Hospital Authority, Denver, CO, USA
| | - Melanie Kurtz
- Center for Health Systems Research, Denver Health and Hospital Authority, Denver, CO, USA
| | | | - Michael L Wilson
- Department of Pathology and Laboratory Services, Denver Health and Hospital Authority, Denver, CO, USA; Department of Pathology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Samuel R Dominguez
- Department of Pediatric Infectious Diseases, University of Colorado School of Medicine, Aurora, CO, USA; Department of Pediatric Infectious Diseases, Children's Hospital Colorado, Aurora, CO, USA
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9
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Seibert AM, Schenk C, Buckel WR, Patel PK, Fino N, Stanfield V, Hersh AL, Stenehjem E. Beyond antibiotic prescribing rates: first-line antibiotic selection, prescription duration, and associated factors for respiratory encounters in urgent care. ANTIMICROBIAL STEWARDSHIP & HEALTHCARE EPIDEMIOLOGY : ASHE 2023; 3:e146. [PMID: 37771738 PMCID: PMC10523551 DOI: 10.1017/ash.2023.416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 07/03/2023] [Accepted: 07/09/2023] [Indexed: 09/30/2023]
Abstract
Objective Assess urgent care (UC) clinician prescribing practices and factors associated with first-line antibiotic selection and recommended duration of therapy for sinusitis, acute otitis media (AOM), and pharyngitis. Design Retrospective cohort study. Participants All respiratory UC encounters and clinicians in the Intermountain Health (IH) network, July 1st, 2019-June 30th, 2020. Methods Descriptive statistics were used to characterize first-line antibiotic selection rates and the duration of antibiotic prescriptions during pharyngitis, sinusitis, and AOM UC encounters. Patient and clinician characteristics were evaluated. System-specific guidelines recommended 5-10 days of penicillin, amoxicillin, or amoxicillin-clavulanate as first-line. Alternative therapies were recommended for penicillin allergy. Generalized estimating equation modeling was used to assess predictors of first-line antibiotic selection, prescription duration, and first-line antibiotic prescriptions for an appropriate duration. Results Among encounters in which an antibiotic was prescribed, the rate of first-line antibiotic selection was 75%, the recommended duration was 70%, and the rate of first-line antibiotic selection for the recommended duration was 53%. AOM was associated with the highest rate of first-line prescriptions (83%); sinusitis the lowest (69%). Pharyngitis was associated with the highest rate of prescriptions for the recommended duration (91%); AOM the lowest (51%). Penicillin allergy was the strongest predictor of non-first-line selection (OR = 0.02, 95% CI [0.02, 0.02]) and was also associated with extended duration prescriptions (OR = 0.87 [0.80, 0.95]). Conclusions First-line antibiotic selection and duration for respiratory UC encounters varied by diagnosis and patient characteristics. These areas can serve as a focus for ongoing stewardship efforts.
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Affiliation(s)
- Allan M. Seibert
- Division of Infectious Diseases, Intermountain Health, Salt Lake City, UT, USA
| | | | | | - Payal K. Patel
- Division of Infectious Diseases, Intermountain Health, Salt Lake City, UT, USA
| | - Nora Fino
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Valoree Stanfield
- Office of Patient Experience, Intermountain Health, Salt Lake City, UT, USA
| | - Adam L. Hersh
- Department of Pediatrics, Division of Infectious Diseases, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Eddie Stenehjem
- Division of Infectious Diseases, Intermountain Health, Salt Lake City, UT, USA
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Saturio S, Rey A, Samarra A, Collado MC, Suárez M, Mantecón L, Solís G, Gueimonde M, Arboleya S. Old Folks, Bad Boon: Antimicrobial Resistance in the Infant Gut Microbiome. Microorganisms 2023; 11:1907. [PMID: 37630467 PMCID: PMC10458625 DOI: 10.3390/microorganisms11081907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 07/24/2023] [Accepted: 07/25/2023] [Indexed: 08/27/2023] Open
Abstract
The development of the intestinal microbiome in the neonate starts, mainly, at birth, when the infant receives its founding microbial inoculum from the mother. This microbiome contains genes conferring resistance to antibiotics since these are found in some of the microorganisms present in the intestine. Similarly to microbiota composition, the possession of antibiotic resistance genes is affected by different perinatal factors. Moreover, antibiotics are the most used drugs in early life, and the use of antibiotics in pediatrics covers a wide variety of possibilities and treatment options. The disruption in the early microbiota caused by antibiotics may be of great relevance, not just because it may limit colonization by beneficial microorganisms and increase that of potential pathogens, but also because it may increase the levels of antibiotic resistance genes. The increase in antibiotic-resistant microorganisms is one of the major public health threats that humanity has to face and, therefore, understanding the factors that determine the development of the resistome in early life is of relevance. Recent advancements in sequencing technologies have enabled the study of the microbiota and the resistome at unprecedent levels. These aspects are discussed in this review as well as some potential interventions aimed at reducing the possession of resistance genes.
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Affiliation(s)
- Silvia Saturio
- Instituto de Productos Lácteos de Asturias (IPLA-CSIC), 33300 Villaviciosa, Spain; (S.S.); (A.R.)
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain; (M.S.); (L.M.); (G.S.)
| | - Alejandra Rey
- Instituto de Productos Lácteos de Asturias (IPLA-CSIC), 33300 Villaviciosa, Spain; (S.S.); (A.R.)
| | - Anna Samarra
- Institute of Agrochemistry and Food Technology (IATA-CSIC), 46980 Paterna, Spain; (A.S.); (M.C.C.)
| | - Maria Carmen Collado
- Institute of Agrochemistry and Food Technology (IATA-CSIC), 46980 Paterna, Spain; (A.S.); (M.C.C.)
| | - Marta Suárez
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain; (M.S.); (L.M.); (G.S.)
- Pediatrics Service, Central University Hospital of Asturias (HUCA-SESPA), 33011 Oviedo, Spain
| | - Laura Mantecón
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain; (M.S.); (L.M.); (G.S.)
- Pediatrics Service, Central University Hospital of Asturias (HUCA-SESPA), 33011 Oviedo, Spain
| | - Gonzalo Solís
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain; (M.S.); (L.M.); (G.S.)
- Pediatrics Service, Central University Hospital of Asturias (HUCA-SESPA), 33011 Oviedo, Spain
| | - Miguel Gueimonde
- Instituto de Productos Lácteos de Asturias (IPLA-CSIC), 33300 Villaviciosa, Spain; (S.S.); (A.R.)
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain; (M.S.); (L.M.); (G.S.)
| | - Silvia Arboleya
- Instituto de Productos Lácteos de Asturias (IPLA-CSIC), 33300 Villaviciosa, Spain; (S.S.); (A.R.)
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain; (M.S.); (L.M.); (G.S.)
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11
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Stamm BD, Tamerius J, Reddy S, Barlow S, Hamer C, Kempken A, Goss M, He C, Bell C, Arnold M, Checovich M, Temte E, Norton D, Chen G, Baltus J, Gurley ES, Temte JL. The Influence of Rapid Influenza Diagnostic Testing on Clinician Decision-Making for Patients With Acute Respiratory Infection in Urgent Care. Clin Infect Dis 2023; 76:1942-1948. [PMID: 36723863 PMCID: PMC10249985 DOI: 10.1093/cid/ciad038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 01/06/2023] [Accepted: 01/20/2023] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND The potential benefits of using rapid influenza diagnostic tests (RIDTs) in urgent care facilities for clinical care and prescribing practices are understudied. We compared antiviral and antibiotic prescribing, imaging, and laboratory ordering in clinical encounters with and without RIDT results. METHODS We compared patients with acute respiratory infection (ARI) symptoms who received an RIDT and patients who did not at 2 urgent care facilities. Primary analysis using 1-to-1 exact matching resulted in 1145 matched pairs to which McNemar 2 × 2 tests were used to assess the association between the likelihood of prescribing, imaging/laboratory ordering, and RIDT use. Secondary analysis compared the same outcomes using logistic regression among the RIDT-tested population between participants who tested negative (RIDT(-)) and positive (RIDT(+)). RESULTS Primary analysis revealed that compared to the non-RIDT-tested population, RIDT(+) patients were more likely to be prescribed antivirals (OR, 10.23; 95% CI, 5.78-19.72) and less likely to be prescribed antibiotics (OR, 0.15; 95% CI, .08-.27). Comparing RIDT-tested to non-RIDT-tested participants, RIDT use increased antiviral prescribing odds (OR, 3.07; 95% CI, 2.25-4.26) and reduced antibiotic prescribing odds (OR, 0.52; 95% CI, .43-.63). Secondary analysis identified increased odds of prescribing antivirals (OR, 28.21; 95% CI, 18.15-43.86) and decreased odds of prescribing antibiotics (OR, 0.20; 95% CI, .13-.30) for RIDT(+) participants compared with RIDT(-). CONCLUSIONS Use of RIDTs in patients presenting with ARI symptoms influences clinician diagnostic and treatment decision-making, which could lead to improved patient outcomes, population-level reductions in influenza burden, and a decreased threat of antibiotic resistance.
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Affiliation(s)
- Brian D Stamm
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | | | | | - Shari Barlow
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Caroline Hamer
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Ashley Kempken
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Maureen Goss
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Cecilia He
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Cristalyne Bell
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Mitchell Arnold
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Mary Checovich
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Emily Temte
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Derek Norton
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Guanhua Chen
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Jeffrey Baltus
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
| | - Emily S Gurley
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jonathan L Temte
- School of Medicine and Public Health, University of Wisconsin–Madison, Madison, WisconsinUSA
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12
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Williams DJ, Martin JM, Nian H, Weitkamp AO, Slagle J, Turer RW, Suresh S, Johnson J, Stassun J, Just SL, Reale C, Beebe R, Arnold DH, Antoon JW, Rixe NS, Sartori LF, Freundlich RE, Ampofo K, Pavia AT, Smith JC, Weinger MB, Zhu Y, Grijalva CG. Antibiotic clinical decision support for pneumonia in the ED: A randomized trial. J Hosp Med 2023; 18:491-501. [PMID: 37042682 PMCID: PMC10247532 DOI: 10.1002/jhm.13101] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 03/06/2023] [Accepted: 03/23/2023] [Indexed: 04/13/2023]
Abstract
BACKGROUND Electronic health record-based clinical decision support (CDS) is a promising antibiotic stewardship strategy. Few studies have evaluated the effectiveness of antibiotic CDS in the pediatric emergency department (ED). OBJECTIVE To compare the effectiveness of antibiotic CDS vs. usual care for promoting guideline-concordant antibiotic prescribing for pneumonia in the pediatric ED. DESIGN Pragmatic randomized clinical trial. SETTING AND PARTICIPANTS Encounters for children (6 months-18 years) with pneumonia presenting to two tertiary care children s hospital EDs in the United States. INTERVENTION CDS or usual care was randomly assigned during 4-week periods within each site. The CDS intervention provided antibiotic recommendations tailored to each encounter and in accordance with national guidelines. MAIN OUTCOME AND MEASURES The primary outcome was exclusive guideline-concordant antibiotic prescribing within the first 24 h of care. Safety outcomes included time to first antibiotic order, encounter length of stay, delayed intensive care, and 3- and 7-day revisits. RESULTS 1027 encounters were included, encompassing 478 randomized to usual care and 549 to CDS. Exclusive guideline-concordant prescribing did not differ at 24 h (CDS, 51.7% vs. usual care, 53.3%; odds ratio [OR] 0.94 [95% confidence interval [CI]: 0.73, 1.20]). In pre-specified stratified analyses, CDS was associated with guideline-concordant prescribing among encounters discharged from the ED (74.9% vs. 66.0%; OR 1.53 [95% CI: 1.01, 2.33]), but not among hospitalized encounters. Mean time to first antibiotic was shorter in the CDS group (3.0 vs 3.4 h; p = .024). There were no differences in safety outcomes. CONCLUSIONS Effectiveness of ED-based antibiotic CDS was greatest among those discharged from the ED. Longitudinal interventions designed to target both ED and inpatient clinicians and to address common implementation challenges may enhance the effectiveness of CDS as a stewardship tool.
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Affiliation(s)
- Derek J Williams
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Judith M Martin
- UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Hui Nian
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Asli O Weitkamp
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Jason Slagle
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | | | - Srinivasan Suresh
- UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Jakobi Johnson
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Justine Stassun
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Shari L Just
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Carrie Reale
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Russ Beebe
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Donald H Arnold
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - James W Antoon
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Nancy S Rixe
- UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Laura F Sartori
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Robert E Freundlich
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Krow Ampofo
- University of Utah and Primary Children's Hospital, Salt Lake City, Utah, USA
| | - Andrew T Pavia
- University of Utah and Primary Children's Hospital, Salt Lake City, Utah, USA
| | - Joshua C Smith
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Matthew B Weinger
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Yuwei Zhu
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Carlos G Grijalva
- Monroe Carell Jr. Children's Hospital at VUMC, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
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13
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Yock-Corrales A, Naranjo-Zuñiga G. Regional Perspective of Antimicrobial Stewardship Programs in Latin American Pediatric Emergency Departments. Antibiotics (Basel) 2023; 12:antibiotics12050916. [PMID: 37237820 DOI: 10.3390/antibiotics12050916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 05/06/2023] [Accepted: 05/13/2023] [Indexed: 05/28/2023] Open
Abstract
Antibiotic stewardship (AS) programs have become a priority for health authorities to reduce the number of infections by super-resistant microorganisms. The need for these initiatives to minimize the inadequate use of antimicrobials is essential, and the election of the antibiotic in the emergency department usually impacts the choice of treatment if the patients need hospital admission, becoming an opportunity for antibiotic stewardship. In the pediatric population, broad-spectrum antibiotics are more likely to be overprescribed without any evidence-based management, and most of the publications have focused on the prescription of antibiotics in ambulatory settings. Antibiotic stewardship efforts in pediatric emergency departments in Latin American settings are limited. The lack of literature on AS programs in the pediatric emergency departments in Latin America (LA) limits the information available. The aim of this review was to give a regional perspective on how pediatric emergency departments in LA are working towards antimicrobial stewardship.
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Affiliation(s)
- Adriana Yock-Corrales
- Emergency Department, Hospital Nacional de Niños "Dr. Carlos Saenz Herrera", Caja Costarricense del Seguro Social (CCSS), San José P.O. Box 1654-1000, Costa Rica
| | - Gabriela Naranjo-Zuñiga
- Infectious Disease Department, Hospital Nacional de Niños "Dr. Carlos Saenz Herrera", Caja Costarricense del Seguro Social (CCSS), San José P.O. Box 1654-1000, Costa Rica
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14
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Stašek J, Keller F, Kočí V, Klučka J, Klabusayová E, Wiewiorka O, Strašilová Z, Beňovská M, Škardová M, Maláska J. Update on Therapeutic Drug Monitoring of Beta-Lactam Antibiotics in Critically Ill Patients—A Narrative Review. Antibiotics (Basel) 2023; 12:antibiotics12030568. [PMID: 36978435 PMCID: PMC10044408 DOI: 10.3390/antibiotics12030568] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 02/22/2023] [Accepted: 03/07/2023] [Indexed: 03/17/2023] Open
Abstract
Beta-lactam antibiotics remain one of the most preferred groups of antibiotics in critical care due to their excellent safety profiles and their activity against a wide spectrum of pathogens. The cornerstone of appropriate therapy with beta-lactams is to achieve an adequate plasmatic concentration of a given antibiotic, which is derived primarily from the minimum inhibitory concentration (MIC) of the specific pathogen. In a critically ill patient, the plasmatic levels of drugs could be affected by many significant changes in the patient’s physiology, such as hypoalbuminemia, endothelial dysfunction with the leakage of intravascular fluid into interstitial space and acute kidney injury. Predicting antibiotic concentration from models based on non-critically ill populations may be misleading. Therapeutic drug monitoring (TDM) has been shown to be effective in achieving adequate concentrations of many drugs, including beta-lactam antibiotics. Reliable methods, such as high-performance liquid chromatography, provide the accurate testing of a wide range of beta-lactam antibiotics. Long turnaround times remain the main drawback limiting their widespread use, although progress has been made recently in the implementation of different novel methods of antibiotic testing. However, whether the TDM approach can effectively improve clinically relevant patient outcomes must be proved in future clinical trials.
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Affiliation(s)
- Jan Stašek
- Department of Internal Medicine and Cardiology, Faculty of Medicine, University Hospital Brno, Masaryk University, 625 00 Brno, Czech Republic
- Department of Simulation Medicine, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
| | - Filip Keller
- Department of Anaesthesiology and Intensive Care Medicine, Faculty of Medicine, University Hospital Brno, Masaryk University, 625 00 Brno, Czech Republic
| | - Veronika Kočí
- Department of Anaesthesiology and Intensive Care Medicine, Faculty of Medicine, University Hospital Brno, Masaryk University, 625 00 Brno, Czech Republic
| | - Jozef Klučka
- Department of Simulation Medicine, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
- Department of Paediatric Anaesthesiology and Intensive Care Medicine, Faculty of Medicine, University Hospital Brno, Masaryk University, 662 63 Brno, Czech Republic
| | - Eva Klabusayová
- Department of Simulation Medicine, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
- Department of Paediatric Anaesthesiology and Intensive Care Medicine, Faculty of Medicine, University Hospital Brno, Masaryk University, 662 63 Brno, Czech Republic
| | - Ondřej Wiewiorka
- Department of Laboratory Medicine, Division of Clinical Biochemistry, University Hospital Brno, 625 00 Brno, Czech Republic
- Department of Laboratory Methods, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
| | - Zuzana Strašilová
- Department of Laboratory Medicine, Division of Clinical Biochemistry, University Hospital Brno, 625 00 Brno, Czech Republic
- Department of Laboratory Methods, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
- Department of Pharmacology, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
| | - Miroslava Beňovská
- Department of Laboratory Medicine, Division of Clinical Biochemistry, University Hospital Brno, 625 00 Brno, Czech Republic
- Department of Laboratory Methods, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
| | - Markéta Škardová
- Department of Clinical Pharmacy, Hospital Pharmacy, University Hospital Brno, 625 00 Brno, Czech Republic
| | - Jan Maláska
- Department of Simulation Medicine, Faculty of Medicine, Masaryk University, 625 00 Brno, Czech Republic
- Department of Paediatric Anaesthesiology and Intensive Care Medicine, Faculty of Medicine, University Hospital Brno, Masaryk University, 662 63 Brno, Czech Republic
- 2nd Department of Anaesthesiology University Hospital Brno, 620 00 Brno, Czech Republic
- Correspondence:
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15
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Bajorski P, Fuji N, Kaur R, Pichichero ME. Window of Susceptibility to Acute Otitis Media Infection. Pediatrics 2023; 151:e2022058556. [PMID: 36618001 PMCID: PMC9890393 DOI: 10.1542/peds.2022-058556] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/11/2022] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Contemporary, quantitative data are needed to inform recommendations and decision-making regarding referral and surgeon endorsement of tympanostomy tube placement in young children with recurrent acute otitis media (AOM). METHODS A prospective, observational cohort study of 286 children in a primary care pediatric practice setting, who had at least 1 AOM (range 1-8). Children were followed longitudinally from 6 to 36 months old. AOMs were microbiologically confirmed by tympanocentesis for diagnostic accuracy. A window of susceptibility (WOS) was defined as AOMs closely spaced in time with no gap in occurrence >6 months. For prediction of total number of AOMs, we used a quasi-poisson generalized linear model. RESULTS Eighty percent of AOMs occurred during child age 6 to 21 months old. Seventy two percent of WOS intervals were <5 months and 97% were <10 months. Clinically applicable models were developed to predict which children would benefit most from tympanostomy tubes. Significant predictors were child age at the first AOM (P < .001) and daycare attendance (P = .03). The age of a child when 2, 3, or 4 AOMs had occurred allowed prediction of the number of additional AOMs that might occur. After insertion of tympanostomy tubes, 16 (52%) of 31 children had no additional AOMs. CONCLUSIONS Recurrent AOM occurs in a narrow WOS and number of AOMs can be predicted at time of AOM based on child age and daycare attendance. Insertion of tympanostomy tubes likely occurs in many children after the WOS to recurrent AOM has passed or only 1 more AOM may be prevented at most.
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Affiliation(s)
- Peter Bajorski
- School of Mathematical Sciences, College of Science, Rochester Institute of Technology, Rochester, New York
| | - Naoko Fuji
- Center for Infectious Diseases and Immunology, Rochester General Hospital Research Institute, Rochester, New York
| | - Ravinder Kaur
- Center for Infectious Diseases and Immunology, Rochester General Hospital Research Institute, Rochester, New York
| | - Michael E. Pichichero
- Center for Infectious Diseases and Immunology, Rochester General Hospital Research Institute, Rochester, New York
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16
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McGonagle EA, Karavite DJ, Grundmeier RW, Schmidt SK, May LS, Cohen DM, Cruz AT, Tu SP, Bajaj L, Dayan PS, Mistry RD. Evaluation of an Antimicrobial Stewardship Decision Support for Pediatric Infections. Appl Clin Inform 2023; 14:108-118. [PMID: 36754066 PMCID: PMC9908419 DOI: 10.1055/s-0042-1760082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 11/16/2022] [Indexed: 02/10/2023] Open
Abstract
OBJECTIVES Clinical decision support (CDS) has promise for the implementation of antimicrobial stewardship programs (ASPs) in the emergency department (ED). We sought to assess the usability of a newly developed automated CDS to improve guideline-adherent antibiotic prescribing for pediatric community-acquired pneumonia (CAP) and urinary tract infection (UTI). METHODS We conducted comparative usability testing between an automated, prototype CDS-enhanced discharge order set and standard order set, for pediatric CAP and UTI antibiotic prescribing. After an extensive user-centered design process, the prototype CDS was integrated into the electronic health record, used passive activation, and embedded locally adapted prescribing guidelines. Participants were randomized to interact with three simulated ED scenarios of children with CAP or UTI, across both systems. Measures included task completion, decision-making and usability errors, clinical actions (order set use and correct antibiotic selection), as well as objective measures of system usability, utility, and workload using the National Aeronautics and Space Administration Task Load Index (NASA-TLX). The prototype CDS was iteratively refined to optimize usability and workflow. RESULTS Usability testing in 21 ED clinical providers demonstrated that, compared to the standard order sets, providers preferred the prototype CDS, with improvements in domains such as explanations of suggested antibiotic choices (p < 0.001) and provision of additional resources on antibiotic prescription (p < 0.001). Simulated use of the CDS also led to overall improved guideline-adherent prescribing, with a 31% improvement for CAP. A trend was present toward absolute workload reduction. Using the NASA-TLX, workload scores for the current system were median 26, interquartile ranges (IQR): 11 to 41 versus median 25, and IQR: 10.5 to 39.5 for the CDS system (p = 0.117). CONCLUSION Our CDS-enhanced discharge order set for ED antibiotic prescribing was strongly preferred by users, improved the accuracy of antibiotic prescribing, and trended toward reduced provider workload. The CDS was optimized for impact on guideline-adherent antibiotic prescribing from the ED and end-user acceptability to support future evaluative trials of ED ASPs.
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Affiliation(s)
- Erin A. McGonagle
- Department of Pediatrics and Emergency Medicine, University of Colorado School of Medicine, Aurora, Colorado, United States
| | - Dean J. Karavite
- Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States
| | - Robert W. Grundmeier
- Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States
| | - Sarah K. Schmidt
- Department of Pediatrics and Emergency Medicine, University of Colorado School of Medicine, Aurora, Colorado, United States
| | - Larissa S. May
- Department of Emergency Medicine, University of California at Davis School of Medicine, Davis, California, United States
| | - Daniel M. Cohen
- Department of Pediatrics, The Ohio State University School of Medicine, Columbus, Ohio, United States
| | - Andrea T. Cruz
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas, United States
| | - Shin-Ping Tu
- Department of Medicine, University of California at Davis School of Medicine, Davis, California, United States
| | - Lalit Bajaj
- Department of Pediatrics and Emergency Medicine, University of Colorado School of Medicine, Aurora, Colorado, United States
| | - Peter S. Dayan
- Department of Emergency Medicine and Pediatrics, Columbia University College of Physicians and Surgeons, New York, New York, United States
| | - Rakesh D. Mistry
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado, United States
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17
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Mannix MK, Vandehei T, Ulrich E, Black TA, Wrotniak B, Islam S. Pediatric Antibiotic Prescribing and Utilization Practices for RTIs at Private Urgent Care Centers. Clin Pediatr (Phila) 2022; 61:830-839. [PMID: 35762069 DOI: 10.1177/00099228221106554] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Data on pediatric antibiotic prescribing and utilization practices at urgent care centers (UCC) remain limited. In this study, an electronic medical record-based review of UCC encounters for respiratory tract infections (RTI) of patients belonging to one mid-sized pediatric practice was performed. Antibiotic prescribing and guideline adherence were compared between UCCs that were staffed exclusively by pediatric-trained providers to those staffed otherwise. Of a total of 457 RTI visits, 330 (72%) occurred at the pediatric UCC. Across all bacterial RTIs, 82% of encounters at the pediatric UCC were guideline-adherent versus 59% at nonpediatric UCCs (P < .001). At nonpediatric UCCs, pharyngitis was the most common RTI encounter diagnosis (40%), and full streptococcal management guideline adherence was 41%. While 93% of RTI-UCC encounters for <2 years were at pediatric UCCs, the majority of children >10 presented to nonpediatric UCCs. RTI guideline education to UCCs should be a focus of ambulatory stewardship efforts.
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Affiliation(s)
| | - Thor Vandehei
- Division of Pediatric Medical Education, Department of Pediatrics, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Emily Ulrich
- Department of Pediatrics, Prisma Health Children's Hospital - Midlands, University of South Carolina School of Medicine, Columbia, SC, USA
| | - Thomas A Black
- Department of Pediatrics, Prisma Health Children's Hospital - Midlands, University of South Carolina School of Medicine, Columbia, SC, USA
| | - Brian Wrotniak
- Department of Pediatrics, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Shamim Islam
- Division of Pediatric Infectious Diseases, Department of Pediatrics, University at Buffalo, State University of New York, Buffalo, NY, USA
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18
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Pin M, Somasundaram R, Wrede C, Schwab F, Gastmeier P, Hansen S. Antimicrobial resistance control in the emergency department: a need for concrete improvement. Antimicrob Resist Infect Control 2022; 11:94. [PMID: 35804401 PMCID: PMC9264623 DOI: 10.1186/s13756-022-01135-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 06/29/2022] [Indexed: 10/29/2022] Open
Abstract
BACKGROUND Rational use of antibiotics (AB) and infection prevention and control (IPC) are key measures for reducing antimicrobial resistance (AMR) in healthcare. Nonetheless, transferring evidence into clinical practice in emergency medicine has proven difficult. The extent to which structural requirements for implementing AMR control exist in German emergency departments (ED) was determined in a survey. METHODS Aspects of antimicrobial stewardship (AMS) and IPC implementation were surveyed within the German Association for Emergency Medicine (Deutsche Gesellschaft interdisziplinäre Notfall- und Akutmedizin e.V, DGINA) in 2018. Data were collected using an anonymous online questionnaire on ED characteristics, ED-based-link personnel for IPC and AMS, education and training, process monitoring and specific requirements for AMS and IPC as availability of AMR data and alcohol-based hand rub (AHR) consumption data. Data were analysed descriptively. RESULTS 66 EDs with in median [interquartile range (IQR)] of 30,900 [23,000; 40,000] patient visits participated in the survey. EDs' healthcare worker (HCW) received regular training on hand hygiene (HH) in 67% and on AMS in 20% of EDs. Surveillance of AHR consumption was performed by 73% EDs, surveillance of AB consumption by 64%. Regular audits on HH were performed in 39%. Training and audit activities, showed no significant variations according to EDs' organizational characteristics. HCWs received immediate feedback of HH performance in 29%, in 23% a regular structured feedback of HH was provided. ED-based physicians with (1) specific IPC responsibilities and training were available in 61%, with (2) AMS training and responsibility in 15%. 83% had ED based IPC link nurses with precise ICP responsibilities in place. Essentially resistance data existed at the hospital level (74%) rather than at ED- or regional level (15% and 14% respectively). CONCLUSIONS Management of AMR varies in German EDs, especially in accordance to hospital size and level of emergency care. IPC seems to receive more attention than AMS. Our data indicate the need for more implementation of regular IPC and AMS training in connection with monitoring and feedback in German EDs.
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Affiliation(s)
- Martin Pin
- Florence-Nightingale-Hospital, Kaiserswerther Diakonie, Department of Emergency Medicine, Düsseldorf, Germany
- German Association for Emergency Medicine, (Deutsche Gesellschaft Interdisziplinäre Notfall- und Akutmedizin e.V., DGINA), Berlin, Germany
| | - Rajan Somasundaram
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Emergency Medicine, Campus Benjamin Franklin, Berlin, Germany
| | - Christian Wrede
- German Association for Emergency Medicine, (Deutsche Gesellschaft Interdisziplinäre Notfall- und Akutmedizin e.V., DGINA), Berlin, Germany
- Helios Hospital Berlin-Buch, Department of Emergency Medicine, Berlin, Germany
| | - Frank Schwab
- Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institute of Hygiene and Environmental Medicine, Berlin, Germany
- National Reference Centre for Surveillance of Nosocomial Infections, Institute of Hygiene and Environmental Medicine, Berlin, Germany
| | - Petra Gastmeier
- Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institute of Hygiene and Environmental Medicine, Berlin, Germany
- National Reference Centre for Surveillance of Nosocomial Infections, Institute of Hygiene and Environmental Medicine, Berlin, Germany
| | - Sonja Hansen
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Emergency Medicine, Campus Benjamin Franklin, Berlin, Germany
- Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institute of Hygiene and Environmental Medicine, Berlin, Germany
- National Reference Centre for Surveillance of Nosocomial Infections, Institute of Hygiene and Environmental Medicine, Berlin, Germany
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19
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Lau J, Islam S, Polischuk E. Appropriateness and Accuracy of Antimicrobial Prescriptions at Pediatric Emergency Department Discharge. Clin Pediatr (Phila) 2022; 61:461-464. [PMID: 35369760 DOI: 10.1177/00099228221085879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Affiliation(s)
- Jackelyn Lau
- Oishei Children's Hospital, University at Buffalo, Buffalo, NY, USA
| | - Shamim Islam
- Oishei Children's Hospital, University at Buffalo, Buffalo, NY, USA
| | - Emily Polischuk
- Oishei Children's Hospital, University at Buffalo, Buffalo, NY, USA
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20
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Peeters D, van Scheppingen LMA, Driessen GJA, Verhagen LM. Parental and physician's point-of-view towards antibiotic prescriptions and discharge conversations in the pediatric emergency department. BMC Pediatr 2022; 22:121. [PMID: 35272638 PMCID: PMC8908586 DOI: 10.1186/s12887-022-03173-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 01/27/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Within Europe, the Netherlands has one of the lowest antibiotic consumption rates. We aimed to gain insight into attitudes of Dutch physicians and parents towards information provided during discharge conversations in the emergency department (ED) and towards antibiotic use in children, in order to obtain information on the assumptions and beliefs that underlie a practice of low prescription rates. METHODS Discharge conversations of 70 children presenting with an infectious disease at the ED were observed. After 7-10 days, 55 parents were called for a semi-structured interview. In addition, 29 pediatricians and pediatric residents completed a questionnaire on their prescription behaviour. RESULTS Concerns about (recognizing) the severity of their child's infection was parents' main motivation to seek help. Both pediatricians and parents reported a general reluctance towards antibiotic use. While pediatricians took appropriateness based on indication and the risk of antimicrobial resistance development into account when considering antibiotic treatment, a thorough medical assessment was deemed more important for Dutch parents than any type of therapeutic treatment, including antibiotics. The topic most often discussed during the discharge conversations was safety netting instructions (in 86%), which were discussed more often during discharge conversations with parents of children that did not receive antibiotic treatment (91% versus 69%). CONCLUSION Dutch pediatricians and parents are both reluctant to use antibiotics for uncomplicated infections in children, but for different reasons. The emphasis of discharge conversations was on safety netting instructions, which seems to be an alternative for (early) antibiotic use in our setting and may guide overuse prevention strategies in settings where antibiotic overuse is more common.
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Affiliation(s)
- Daphne Peeters
- Department of Pediatrics, Juliana Children's Hospital, The Hague, The Netherlands
| | | | - Gertjan J A Driessen
- Department of Pediatrics, Juliana Children's Hospital, The Hague, The Netherlands.,Department of Pediatrics, Maastricht University Medical Center+ (MUMC+), Maastricht, the Netherlands
| | - Lilly M Verhagen
- Department of Pediatric Infectious Diseases and Immunology, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, The Netherlands. .,Department of Pediatric Infectious Diseases and Immunology, Radboudumc, Nijmegen, The Netherlands.
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21
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Daggett A, Wyly DR, Stewart T, Phillips P, Newell C, Lee BR, Burns A, Sharma N, Shastri N, Rodean J, El Feghaly RE. Improving Emergency Department Use of Safety-Net Antibiotic Prescriptions for Acute Otitis Media. Pediatr Emerg Care 2022; 38:e1151-e1158. [PMID: 35226640 DOI: 10.1097/pec.0000000000002525] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Acute otitis media (AOM) is the most common reason for pediatric antibiotic prescriptions. The 2013 American Academy of Pediatrics' AOM guidelines recommend observation for nonsevere AOM. Our aim was to increase the percentage safety-net antibiotic prescription (SNAP) offered to patients 6 months of age or older diagnosed with AOM in 2 pediatric emergency departments (EDs) from a baseline of 0.5% to 15% in 20 months. METHODS This is a quality improvement study at a quaternary pediatric medical center with 2 locations, both with EDs. A random chart review revealed that 27.5% of patients diagnosed with AOM in the ED would qualify for a SNAP, but only 0.5% were offered it. Quality improvement interventions were designed to improve safety-net antibiotic prescribing. Both EDs conducted multiple interventions, including algorithm development, provider education, and electronic medical record aids. The primary outcome measure was the percentage of patients offered a SNAP for AOM. RESULTS A total of 8226 children 6 months of age or older were diagnosed with AOM in our 2 EDs during the 20-month intervention period. The percentage offered a SNAP increased at both EDs. One ED had a single shift in the mean to 7.9%, whereas the other had 2 shifts in the mean, an initial shift to 5.1% and a second to 7.3%. Providers consistently used the algorithm and electronic medical record aids. CONCLUSIONS Safety-net antibiotic prescriptions in conjunction with parent education was effective in reducing the use of immediate antibiotic prescriptions in children with AOM in 2 pediatric EDs. Offering a SNAP can reduce unnecessary use of antibiotics, which in turn may decrease antibiotic-related adverse events and antibiotic resistance.
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22
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Poole NM, Frost H. Targets and Methods to Improve Outpatient Antibiotic Prescribing for Pediatric Patients. Infect Dis Clin North Am 2022; 36:187-202. [DOI: 10.1016/j.idc.2021.11.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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23
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Wang W, Tamhane A, Santos C, Rzasa JR, Clark JH, Canares TL, Unberath M. Pediatric Otoscopy Video Screening With Shift Contrastive Anomaly Detection. Front Digit Health 2022; 3:810427. [PMID: 35224535 PMCID: PMC8866874 DOI: 10.3389/fdgth.2021.810427] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2021] [Accepted: 12/28/2021] [Indexed: 11/13/2022] Open
Abstract
Ear related concerns and symptoms represent the leading indication for seeking pediatric healthcare attention. Despite the high incidence of such encounters, the diagnostic process of commonly encountered diseases of the middle and external presents a significant challenge. Much of this challenge stems from the lack of cost effective diagnostic testing, which necessitates the presence or absence of ear pathology to be determined clinically. Research has, however, demonstrated considerable variation among clinicians in their ability to accurately diagnose and consequently manage ear pathology. With recent advances in computer vision and machine learning, there is an increasing interest in helping clinicians to accurately diagnose middle and external ear pathology with computer-aided systems. It has been shown that AI has the capacity to analyze a single clinical image captured during the examination of the ear canal and eardrum from which it can determine the likelihood of a pathognomonic pattern for a specific diagnosis being present. The capture of such an image can, however, be challenging especially to inexperienced clinicians. To help mitigate this technical challenge, we have developed and tested a method using video sequences. The videos were collected using a commercially available otoscope smartphone attachment in an urban, tertiary-care pediatric emergency department. We present a two stage method that first, identifies valid frames by detecting and extracting ear drum patches from the video sequence, and second, performs the proposed shift contrastive anomaly detection (SCAD) to flag the otoscopy video sequences as normal or abnormal. Our method achieves an AUROC of 88.0% on the patient level and also outperforms the average of a group of 25 clinicians in a comparative study, which is the largest of such published to date. We conclude that the presented method achieves a promising first step toward the automated analysis of otoscopy video.
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Affiliation(s)
- Weiyao Wang
- Department of Computer Science, Johns Hopkins University School of Engineering, Baltimore, MA, United States
- *Correspondence: Weiyao Wang
| | - Aniruddha Tamhane
- Department of Computer Science, Johns Hopkins University School of Engineering, Baltimore, MA, United States
| | - Christine Santos
- Department of Pediatric, Johns Hopkins University School of Medicine, Baltimore, MA, United States
| | - John R. Rzasa
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, MA, United States
| | - James H. Clark
- Department of Otolaryngology, Johns Hopkins University School of Medicine, Baltimore, MA, United States
| | - Therese L. Canares
- Department of Pediatric, Johns Hopkins University School of Medicine, Baltimore, MA, United States
| | - Mathias Unberath
- Department of Computer Science, Johns Hopkins University School of Engineering, Baltimore, MA, United States
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24
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Adecuacy of pediatric antimicrobial prescribing in the Emergency Department at discharge. An Pediatr (Barc) 2022; 96:179-189. [DOI: 10.1016/j.anpede.2020.11.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Accepted: 11/18/2020] [Indexed: 11/18/2022] Open
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25
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Smith IP, Ancillotti M, de Bekker-Grob EW, Veldwijk J. Does It Matter How You Ask? Assessing the Impact of Failure or Effectiveness Framing on Preferences for Antibiotic Treatments in a Discrete Choice Experiment. Patient Prefer Adherence 2022; 16:2921-2936. [PMID: 36324822 PMCID: PMC9621030 DOI: 10.2147/ppa.s365624] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 07/01/2022] [Indexed: 11/05/2022] Open
Abstract
PURPOSE Studies assessing framing effects in discrete choice experiments (DCE) primarily focused on attributes related to mortality/survival information. Little is known about framing effects for other attributes in health-related DCEs. This study aimed to investigate how framing treatment outcome as effective, failure, or a combined frame impacts respondent choices and DCE outcomes. PATIENTS AND METHODS Three Bayesian D-efficient designed DCE surveys measuring preferences for antibiotic treatments were randomly distributed to a representative sample of the Swedish population aged 18-65 years (n=1119). Antibiotic treatments were described using five attributes. Four attributes were static: Contribution to Antibiotic Resistance, Treatment Duration, Likelihood of Side-Effects, and Costs. A fifth treatment attribute was framed in three ways: Effectiveness, Failure Rate, or both. Mixed logit models were used to analyze attribute level estimates, importance value, and choice predictions. RESULTS Significant differences between the frames were found for the parameter estimates of the attributes of Treatment Duration and Likelihood of Side-Effects, but not Treatment Outcome which was the alternatively framed attribute. Contribution to Antibiotic Resistance and Costs were the most important attributes for all participants regardless of framing. Choice predictions for the "best option" antibiotic only slightly differed between the groups based on the frame seen (95.2-92.4%). CONCLUSION Our study showed that attribute framing can impact preferences regardless of the attribute's importance value in alternative valuation. However, the practical implication of this effect may be limited. A theoretical discussion is needed to identify how researchers should accommodate and report any potential framing effect in their studies.
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Affiliation(s)
- Ian P Smith
- Julius Center for Health and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
- Correspondence: Ian P Smith, Julius Center for Health and Primary Care, University Medical Center Utrecht, Str. 6.131, P.O. Box 85500 3508 GA, Utrecht, the Netherlands, Tel +31 88 75 69 616, Fax +31 88 75 554 84, Email
| | - Mirko Ancillotti
- Centre for Research Ethics and Bioethics, Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
| | - Esther W de Bekker-Grob
- Erasmus Choice Modelling Centre, Erasmus University Rotterdam, Rotterdam, the Netherlands
- Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, the Netherlands
| | - Jorien Veldwijk
- Centre for Research Ethics and Bioethics, Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
- Erasmus Choice Modelling Centre, Erasmus University Rotterdam, Rotterdam, the Netherlands
- Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, the Netherlands
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26
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Covino M, Buonsenso D, Gatto A, Morello R, Curatole A, Simeoni B, Franceschi F, Chiaretti A. Determinants of antibiotic prescriptions in a large cohort of children discharged from a pediatric emergency department. Eur J Pediatr 2022; 181:2017-2030. [PMID: 35118518 PMCID: PMC8813572 DOI: 10.1007/s00431-022-04386-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 01/03/2022] [Accepted: 01/21/2022] [Indexed: 01/26/2023]
Abstract
While there is evidence of high use of wide-spectrum antibiotics in children evaluated in the pediatric emergency departments, determinants of this behavior are still unclear. This study was aimed at defining the demographic, social, clinical, and laboratory factors that affect antibiotic prescriptions in children discharged from the emergency department. We performed a retrospective observational study of children aged younger than 18 years discharged from a pediatric university hospital between Jan. 1, 2015 and Dec. 31, 2020. We determined the proportion and type of antibiotic prescription according to demographic, social, clinical, laboratory, and imaging data, as well as doctor's expertise. Fifty-one thousand six hundred thirty-three children were included, and 13,167 (25.5%) received an antibiotic prescription. Amoxicilline/clavulanate (Am/Cl) was the most prescribed antibiotic (8453, 64.2% of all prescriptions). Factors independently associated with an antibiotic prescription were older age (OR = 1.62 [1.53-1.73] for age 2-5 years, OR = 1.77 [1.64-1.91] for age 6-10 years, OR = 1.36 [1.25-1.49] for age 11-18 years, p < 0.001 for all groups); being evaluated by a physician with > 3 years of pediatric expertise (OR = 1.22 [1.13-1.31], p < 0.001); fever peak higher than 40 °C (OR = 1.37 [1.21-1.54], p < 0.001); abnormal findings on auscultation (OR = 1.95 [1.75-2.17], p < 0.001), CRP values (OR = 1.63 [1.26-2.10] for CRP < 50 mg/L, and OR = 3.78 (2.75-5.21) for CRP ≥ 50 mg/L with respect to CRP not requested; p < 0.01); CXR results whatever positive (OR = 4.47 [3.62-5.52], p < 0.001) or negative (1.82 [1.62-2.04], p < 0.001); being diagnosed with upper respiratory tract infections (OR = 4.27 [4.04-4.51], p < 0.001), lower respiratory tract infections (OR = 5.35 [4.88-5.85]; p < 0.001), and UTI (OR = 9.33 [8.14-10.71], p < 0.001). Conclusions: Overprescription of antibiotics, including Am/Cl, is relevant in pediatric emergency departments. Factors associated with overprescription are not limited to the clinical characteristics of the treated patients. These findings highlight the need for a new and comprehensive approach to ensure successful antibiotic stewardship initiatives in the emergency departments. What is Known: • Antibiotic resistance is a growing problem in medical practice, including in pediatrics. • Antibiotics are overprescribed in children assessed in the emergency department, but comprehensive and large studies are lacking. What is New: • Factors associated with overprescription are not limited to the clinical characteristics of the patients. • Non-clinical factors such as environmental variables, doctor's expertise, and attitudes to laboratory and radiological examinations affect prescription.
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Affiliation(s)
- Marcello Covino
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
- Università Cattolica del Sacro Cuore, Rome, Italy
| | - Danilo Buonsenso
- Dipartimento Di Scienze Di Laboratorio E Infettivologiche, Fondazione Policlinico Universitario A. 8 Gemelli, IRCCS, Rome, Italy
- Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario 10 A. Gemelli, IRCCS, Rome, Italy
- Global Health Research Institute, Istituto Di Igiene, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Antonio Gatto
- Dipartimento Di Scienze Di Laboratorio E Infettivologiche, Fondazione Policlinico Universitario A. 8 Gemelli, IRCCS, Rome, Italy
| | - Rosa Morello
- Dipartimento Di Scienze Di Laboratorio E Infettivologiche, Fondazione Policlinico Universitario A. 8 Gemelli, IRCCS, Rome, Italy
| | - Antonietta Curatole
- Dipartimento Di Scienze Di Laboratorio E Infettivologiche, Fondazione Policlinico Universitario A. 8 Gemelli, IRCCS, Rome, Italy
| | - Benedetta Simeoni
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
- Università Cattolica del Sacro Cuore, Rome, Italy
| | - Francesco Franceschi
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
- Università Cattolica del Sacro Cuore, Rome, Italy
| | - Antonio Chiaretti
- Dipartimento Di Scienze Di Laboratorio E Infettivologiche, Fondazione Policlinico Universitario A. 8 Gemelli, IRCCS, Rome, Italy
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27
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Berkowitz D, Breslin K, Croskey A, Badolato G, Goyal MK. Racial and Ethnic Differences in Prescription Filling After Discharge From an Urban Pediatric Emergency Department. Pediatr Emerg Care 2022; 38:e117-e120. [PMID: 32576792 DOI: 10.1097/pec.0000000000002168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The aim of this study was to measure racial/ethnic differences in prescription filling among children prescribed with outpatient antibiotics from the emergency department (ED). METHODS This study is a retrospective cohort study of ED visits among children (0-21 years) from January 1 to March 31, 2018, during which oral antibiotics were prescribed. We measured the proportion of filled prescriptions in aggregate and by patient race/ethnicity. We performed multivariable logistic regression to identify patient and visit-level factors associated with prescription filling. Secondarily, we measured differences in ED revisits by prescription filling. RESULTS A total of 2881 participants were enrolled. A total of 66.3% (95% confidence interval, 64.5-68.0) of prescriptions were filled. Prescription filling varied by race/ethnicity; these are as follows: 77.3% non-Hispanic (NH) white, 73.5% NH black, 51.5% Hispanic, and 51.3% others (P < 0.0001). After adjustment for patient and visit-level characteristics, Hispanic children (adjusted odds ratio [aOR], 0.5 [0.3-0.9]) and children of other racial/ethnic groups (aOR, 0.5 [0.3-0.8]) had lower odds of prescription filling in comparison to NH white children. Interpreter use (aOR, 0.5 [0.4-0.6]) and uninsured status (aOR, 0.4 [0.3-0.5]) were additional independent risk factors associated with lower odds of prescription filling. There were no differences in the 72-hour revisit rates between those who filled their prescriptions and those who did not. CONCLUSIONS A third of antibiotic prescriptions for bacterial infections in the ED are unfilled. Hispanic children and children of other racial/ethnic groups have lower rates of prescription filling compared with NH white children. Interpreter use and uninsured status also have lower rates of prescription filling. Barriers to prescription filling should be explored further to help reduce racial and ethnic disparities in the provision of health care.
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Affiliation(s)
| | | | - Annabelle Croskey
- The George Washington School of Medicine and Health Sciences, Washington, DC
| | - Gia Badolato
- From the Department of Pediatrics and Emergency Medicine, Children's National Health System
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28
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Monsees EA, Burns AN, Lee BR, Wirtz A, El Feghaly RE. Considerations for implementation: Pediatric outpatient antimicrobial stewardship program. Am J Infect Control 2021; 49:1543-1546. [PMID: 34358544 DOI: 10.1016/j.ajic.2021.07.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 07/19/2021] [Accepted: 07/21/2021] [Indexed: 11/15/2022]
Abstract
It is encouraging that most acute care centers have formal antimicrobial stewardship (AS) programs; though, most antibiotic use occurs in outpatient settings where access to infectious diseases specialists are limited. Stewardship programs often target dichotomous populations (adult or pediatric), but most children receive care in nonacademic, community outpatient settings. We propose 3 considerations for adult providers and infection preventionists seeking to incorporate outpatient AS elements and implement quality improvement initiatives that optimize pediatric care.
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Affiliation(s)
- Elizabeth A Monsees
- Children's Mercy Kansas City, Kansas City, MO; University of Missouri Kansas City, Kansas City, MO
| | - Alaina N Burns
- Children's Mercy Kansas City, Kansas City, MO; University of Missouri Kansas City, Kansas City, MO
| | - Brian R Lee
- Children's Mercy Kansas City, Kansas City, MO; University of Missouri Kansas City, Kansas City, MO
| | - Ann Wirtz
- Children's Mercy Kansas City, Kansas City, MO; University of Missouri Kansas City, Kansas City, MO
| | - Rana E El Feghaly
- Children's Mercy Kansas City, Kansas City, MO; University of Missouri Kansas City, Kansas City, MO.
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Burrowes SAB, Barlam TF, Skinner A, Berger R, Ni P, Drainoni ML. Provider views on rapid diagnostic tests and antibiotic prescribing for respiratory tract infections: A mixed methods study. PLoS One 2021; 16:e0260598. [PMID: 34843599 PMCID: PMC8629209 DOI: 10.1371/journal.pone.0260598] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 11/12/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Respiratory tract infections (RTIs) are often inappropriately treated with antibiotics. Rapid diagnostic tests (RDTs) have been developed with the aim of improving antibiotic prescribing but uptake remains low. The aim of this study was to examine provider knowledge, attitudes and behaviors regarding RDT use and their relationship to antibiotic prescribing decisions across multiple clinical departments in an urban safety-net hospital. METHODS We conducted a mixed methods sequential explanatory study. Providers with prescribing authority (attending physicians, nurse practitioners and physician assistants) who had at least 20 RTI encounters from January 1, 2016 to December 31, 2018. Eighty-five providers completed surveys and 16 participated in interviews. We conducted electronic surveys via RedCap from April to July 2019, followed by semi-structured individual interviews from October to December 2019, to ascertain knowledge, attitudes and behaviors related to RDT use and antibiotic prescribing. RESULTS Survey findings indicated that providers felt knowledgeable about antibiotic prescribing guidelines. They reported high familiarity with the rapid streptococcus and rapid influenza tests. Familiarity with comprehensive respiratory panel PCR (RPP-respiratory panel PCR) and procalcitonin differed by clinical department. Qualitative interviews identified four main themes: providers trust their clinical judgment more than rapid test results; patient-provider relationships play an important role in prescribing decisions; there is patient demand for antibiotics and providers employ different strategies to address the demand and providers do not believe RDTs are implemented with sufficient education or evidence for clinical practice. CONCLUSION Prescribers are knowledgeable about prescribing guidelines but often rely on clinical judgement to make final decisions. The utility of RDTs is specific to the type of RDT and the clinical department. Given the low familiarity and clinical utility of RPP and procalcitonin, providers may require additional education and these tests may need to be implemented differently based on clinical department.
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Affiliation(s)
- Shana A. B. Burrowes
- Section of Infectious Diseases, Department of Medicine, Boston University School of Medicine, Boston, MA, United States of America
- Department of Health Law Policy and Management, Boston University School of Public Health, Boston, MA, United States of America
- * E-mail:
| | - Tamar F. Barlam
- Section of Infectious Diseases, Department of Medicine, Boston University School of Medicine, Boston, MA, United States of America
| | - Alexandra Skinner
- Department of Health Law Policy and Management, Boston University School of Public Health, Boston, MA, United States of America
| | - Rebecca Berger
- Massachusetts Department of Public Health, Boston, MA, United States of America
| | - Pengsheng Ni
- Biostatistics and Epidemiology Data Analytics Center (BEDAC) Boston University School of Public Health, Boston, MA, United States of America
| | - Mari-Lynn Drainoni
- Section of Infectious Diseases, Department of Medicine, Boston University School of Medicine, Boston, MA, United States of America
- Department of Health Law Policy and Management, Boston University School of Public Health, Boston, MA, United States of America
- Evans Center for Implementation and Improvement Sciences (CIIS), Boston University School of Medicine, Boston, MA, United States of America
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Pharmacokinetics of Antibiotics in Pediatric Intensive Care: Fostering Variability to Attain Precision Medicine. Antibiotics (Basel) 2021; 10:antibiotics10101182. [PMID: 34680763 PMCID: PMC8532953 DOI: 10.3390/antibiotics10101182] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 09/22/2021] [Accepted: 09/24/2021] [Indexed: 12/16/2022] Open
Abstract
Children show important developmental and maturational changes, which may contribute greatly to pharmacokinetic (PK) variability observed in pediatric patients. These PK alterations are further enhanced by disease-related, non-maturational factors. Specific to the intensive care setting, such factors include critical illness, inflammatory status, augmented renal clearance (ARC), as well as therapeutic interventions (e.g., extracorporeal organ support systems or whole-body hypothermia [WBH]). This narrative review illustrates the relevance of both maturational and non-maturational changes in absorption, distribution, metabolism, and excretion (ADME) applied to antibiotics. It hereby provides a focused assessment of the available literature on the impact of critical illness—in general, and in specific subpopulations (ARC, extracorporeal organ support systems, WBH)—on PK and potential underexposure in children and neonates. Overall, literature discussing antibiotic PK alterations in pediatric intensive care is scarce. Most studies describe antibiotics commonly monitored in clinical practice such as vancomycin and aminoglycosides. Because of the large PK variability, therapeutic drug monitoring, further extended to other antibiotics, and integration of model-informed precision dosing in clinical practice are suggested to optimise antibiotic dose and exposure in each newborn, infant, or child during intensive care.
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31
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Hotinger JA, Morris ST, May AE. The Case against Antibiotics and for Anti-Virulence Therapeutics. Microorganisms 2021; 9:2049. [PMID: 34683370 PMCID: PMC8537500 DOI: 10.3390/microorganisms9102049] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 09/22/2021] [Accepted: 09/24/2021] [Indexed: 12/14/2022] Open
Abstract
Although antibiotics have been indispensable in the advancement of modern medicine, there are downsides to their use. Growing resistance to broad-spectrum antibiotics is leading to an epidemic of infections untreatable by first-line therapies. Resistance is exacerbated by antibiotics used as growth factors in livestock, over-prescribing by doctors, and poor treatment adherence by patients. This generates populations of resistant bacteria that can then spread resistance genes horizontally to other bacterial species, including commensals. Furthermore, even when antibiotics are used appropriately, they harm commensal bacteria leading to increased secondary infection risk. Effective antibiotic treatment can induce bacterial survival tactics, such as toxin release and increasing resistance gene transfer. These problems highlight the need for new approaches to treating bacterial infection. Current solutions include combination therapies, narrow-spectrum therapeutics, and antibiotic stewardship programs. These mediate the issues but do not address their root cause. One emerging solution to these problems is anti-virulence treatment: preventing bacterial pathogenesis instead of using bactericidal agents. In this review, we discuss select examples of potential anti-virulence targets and strategies that could be developed into bacterial infection treatments: the bacterial type III secretion system, quorum sensing, and liposomes.
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Affiliation(s)
| | | | - Aaron E. May
- Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23219, USA; (J.A.H.); (S.T.M.)
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Canares TL, Wang W, Unberath M, Clark JH. Artificial intelligence to diagnose ear disease using otoscopic image analysis: a review. J Investig Med 2021; 70:354-362. [PMID: 34521730 DOI: 10.1136/jim-2021-001870] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/27/2021] [Indexed: 12/22/2022]
Abstract
AI relates broadly to the science of developing computer systems to imitate human intelligence, thus allowing for the automation of tasks that would otherwise necessitate human cognition. Such technology has increasingly demonstrated capacity to outperform humans for functions relating to image recognition. Given the current lack of cost-effective confirmatory testing, accurate diagnosis and subsequent management depend on visual detection of characteristic findings during otoscope examination. The aim of this manuscript is to perform a comprehensive literature review and evaluate the potential application of artificial intelligence for the diagnosis of ear disease from otoscopic image analysis.
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Affiliation(s)
- Therese L Canares
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Weiyao Wang
- Johns Hopkins University Whiting School of Engineering, Baltimore, Maryland, USA
| | - Mathias Unberath
- Johns Hopkins University Whiting School of Engineering, Baltimore, Maryland, USA
| | - James H Clark
- Otolaryngology-HNS, Johns Hopkins Medicine School of Medicine, Baltimore, Maryland, USA
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33
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Payton KSE, Brunetti MA. Antibiotic Stewardship in Pediatrics. Adv Pediatr 2021; 68:37-53. [PMID: 34243858 DOI: 10.1016/j.yapd.2021.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Kurlen S E Payton
- Department of Pediatrics, Division of Neonatology, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, NT Suite 4221, Los Angeles, CA 90048, USA.
| | - Marissa A Brunetti
- University of Pennsylvania Perelman School of Medicine, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard Suite 8NE51, Philadelphia, PA 19104, USA
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Jian C, Carpén N, Helve O, de Vos WM, Korpela K, Salonen A. Early-life gut microbiota and its connection to metabolic health in children: Perspective on ecological drivers and need for quantitative approach. EBioMedicine 2021; 69:103475. [PMID: 34256346 PMCID: PMC8324810 DOI: 10.1016/j.ebiom.2021.103475] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/18/2021] [Accepted: 06/18/2021] [Indexed: 12/15/2022] Open
Abstract
The colonisation and development of the gut microbiota has been implicated in paediatric metabolic disorders via its powerful effect on host metabolic and immune homeostasis. Here we summarise the evidence from human studies on the early gut microbiota and paediatric overweight and obesity. Manipulation of the early gut microbiota may represent a promising target for countering the burgeoning metabolic disorders in the paediatric population, provided the assembly patterns of microbiota and their health consequences can be decoded. Therefore, in this review, we pay particular attention to the important ecological drivers affecting the community dynamics of the early gut microbiota. We then discuss the knowledge gaps in commonly studied exposures linking the gut microbiota to metabolic disorders, especially regarding maternal factors and antibiotic use. This review also attempts to give directions for future studies aiming to identify predictive and corrective measures for paediatric metabolic disorders based on the gut microbiota. Gut microbiota; Metabolism; Paediatric overweight and obesity; Ecological driver; Dynamics; Infants.
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Affiliation(s)
- Ching Jian
- Human Microbiome Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Noora Carpén
- Children's Hospital, Pediatric Research Center, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Otto Helve
- Children's Hospital, Pediatric Research Center, Helsinki University Hospital, University of Helsinki, Helsinki, Finland; Finnish Institute for Health and Welfare, Department of Health Security, Helsinki, Finland
| | - Willem M de Vos
- Human Microbiome Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland; Laboratory of Microbiology, Wageningen University & Research, Wageningen, Netherlands
| | - Katri Korpela
- Human Microbiome Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Anne Salonen
- Human Microbiome Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
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Guo S, Sun Q, Zhao X, Shen L, Zhen X. Prevalence and risk factors for antibiotic utilization in Chinese children. BMC Pediatr 2021; 21:255. [PMID: 34074254 PMCID: PMC8168021 DOI: 10.1186/s12887-021-02706-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 05/06/2021] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Antibiotic resistance poses a significant threat to public health globally. Irrational utilization of antibiotics being one of the main reasons of antibiotic resistant. Children as a special group, there's more chance of getting infected. Although most of the infection is viral in etiology, antibiotics still are the most frequently prescribed medications for children. Therefore, high use of antibiotics among children raises concern about the appropriateness of antibiotic prescribing. This systematic review aims to measuring prevalence and risk factors for antibiotic utilization in children in China. METHODS English and Chinese databases were searched to identify relevant studies evaluating the prevalence and risk factors for antibiotic utilization in Chinese children (0-18 years), which were published between 2010 and July 2020. A Meta-analysis of prevalence was performed using random effect model. The Agency for Healthcare Research and Quality (AHRQ) and modified Jadad score was used to assess risk of bias of studies. In addition, we explored the risk factors of antibiotic utilization in Chinese children using qualitative analysis. RESULTS Of 10,075 studies identified, 98 eligible studies were included after excluded duplicated studies. A total of 79 studies reported prevalence and 42 studies reported risk factors for antibiotic utilization in children. The overall prevalence of antibiotic utilization among outpatients and inpatients were 63.8% (35 studies, 95% confidence interval (CI): 55.1-72.4%), and 81.3% (41 studies, 95% CI: 77.3-85.2%), respectively. In addition, the overall prevalence of caregiver's self-medicating of antibiotics for children at home was 37.8% (4 studies, 95% CI: 7.9-67.6%). The high prevalence of antibiotics was associated with multiple factors, while lacking of skills and knowledge in both physicians and caregivers was the most recognized risk factor, caregivers put pressure on physicians to get antibiotics and self-medicating with antibiotics at home for children also were the main factors attributed to this issue. CONCLUSION The prevalence of antibiotic utilization in Chinese children is heavy both in hospitals and home. It is important for government to develop more effective strategies to improve the irrational use of antibiotic, especially in rural setting.
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Affiliation(s)
- Shasha Guo
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China
- NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, 250012, China
| | - Qiang Sun
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China
- NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, 250012, China
| | - Xinyang Zhao
- School of Nursing, China Medical University, Shenyang, 110100, China
| | - Liyan Shen
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China
- NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, 250012, China
| | - Xuemei Zhen
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China.
- NHC Key Lab of Health Economics and Policy Research (Shandong University), Jinan, 250012, China.
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Rao S, Lamb MM, Moss A, Mistry RD, Grice K, Ahmed W, Santos-Cantu D, Kitchen E, Patel C, Ferrari I, Dominguez SR. Effect of Rapid Respiratory Virus Testing on Antibiotic Prescribing Among Children Presenting to the Emergency Department With Acute Respiratory Illness: A Randomized Clinical Trial. JAMA Netw Open 2021; 4:e2111836. [PMID: 34086034 PMCID: PMC8178728 DOI: 10.1001/jamanetworkopen.2021.11836] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
IMPORTANCE There is high usage of antibiotics in the emergency department (ED) for children with acute respiratory illnesses. Studies have reported decreased antibiotic use among inpatients with rapid respiratory pathogen (RRP) testing. OBJECTIVE To determine whether RRP testing leads to decreased antibiotic use and health care use among children with influenzalike illness (ILI) in an ED. DESIGN, SETTING, AND PARTICIPANTS A randomized clinical trial among children aged 1 month to 18 years presenting to an ED with ILI from December 1, 2018, to November 30, 2019, was conducted. Data were analyzed March 23, 2020, to April 2, 2021. All children received a nasopharyngeal swab for RRP testing and were randomized 1:1 to the intervention group or control group (results not given, routine clinical care). Results were available in 45 minutes. Intention-to-treat analyses and modified intention-to-treat (clinician knows results) analyses were conducted using multivariable Poisson regression. INTERVENTIONS Rapid respiratory pathogen test results given to clinicians. MAIN OUTCOMES AND MEASURES Antibiotic prescribing was the primary outcome; influenza antiviral prescribing, ED length of stay, hospital admission, and recurrent health care visits were the secondary outcomes. RESULTS Among 931 ED visits (intervention group, 452 children group and control group, 456 children after exclusion of those not meeting criteria or protocol violations), a total of 795 RRP test results (85%) were positive. The median age of the children was 2.1 years (interquartile range, 0.9-5.6 years); 509 (56%) were boys. Most children (478 [53%]) were Hispanic, 688 children (76%) received government insurance, and 314 (35%) had a high-risk medical condition. In the intention-to-treat intervention group, children were more likely to receive antibiotics (relative risk [RR], 1.3; 95% CI, 1.0-1.7), with no significant differences in antiviral prescribing, medical visits, and hospitalization. In inverse propensity-weighted modified intention-to-treat analyses, children with test results known were more likely to receive antivirals (RR, 2.6; 95% CI, 1.6-4.5) and be hospitalized (RR, 1.8; 95% CI, 1.4-2.5); there was no significant difference in antibiotic prescribing (RR, 1.1; 95% CI, 0.9-1.4). CONCLUSIONS AND RELEVANCE The use of RRP testing in the ED for ILI did not decrease antibiotic prescribing in this randomized clinical trial. There is a limited role for RRP pathogen testing in children in this setting. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT03756753.
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Affiliation(s)
- Suchitra Rao
- Department of Pediatrics (Infectious Diseases and Epidemiology), University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
- Department of Pediatrics (Hospital Medicine), University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
| | - Molly M. Lamb
- Department of Epidemiology and Center for Global Health, Colorado School of Public Health, Aurora
| | - Angela Moss
- Department of Pediatrics (Hospital Medicine), University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
- Department of Pediatrics, University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
- Adult and Child Center for Health Outcomes Research and Delivery Science, Aurora, Colorado
| | - Rakesh D. Mistry
- Department of Pediatrics (Emergency Medicine), University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
| | - Kathleen Grice
- Department of Pediatrics (Emergency Medicine), University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
| | - Wasiu Ahmed
- Department of Pediatrics (Emergency Medicine), University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
| | - Daniela Santos-Cantu
- Department of Pediatrics (Emergency Medicine), University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
| | - Elizabeth Kitchen
- Department of Pediatrics (Emergency Medicine), University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
| | - Chandni Patel
- Department of Pediatrics (Emergency Medicine), University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
| | - Ilaria Ferrari
- Department of Pediatrics (Emergency Medicine), University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
| | - Samuel R. Dominguez
- Department of Pediatrics (Infectious Diseases and Epidemiology), University of Colorado School of Medicine and Children’s Hospital Colorado, Aurora
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Toivonen L, Schuez-Havupalo L, Karppinen S, Waris M, Hoffman KL, Camargo CA, Hasegawa K, Peltola V. Antibiotic Treatments During Infancy, Changes in Nasal Microbiota, and Asthma Development: Population-based Cohort Study. Clin Infect Dis 2021; 72:1546-1554. [PMID: 32170305 PMCID: PMC8096219 DOI: 10.1093/cid/ciaa262] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Accepted: 03/10/2020] [Indexed: 12/20/2022] Open
Abstract
Background Early-life exposures to antibiotics may increase the risk of developing childhood asthma. However, little is known about the mechanisms linking antibiotic exposures to asthma. We hypothesized that changes in the nasal airway microbiota serve as a causal mediator in the antibiotics–asthma link. Methods In a population-based birth-cohort study in Finland, we identified longitudinal nasal microbiota profiles during age 2–24 months using 16S rRNA gene sequencing and an unsupervised machine learning approach. We performed a causal mediation analysis to estimate the natural direct effect of systemic antibiotic treatments during age 0–11 months on risks of developing physician-diagnosed asthma by age 7 years and the natural indirect (causal mediation) effect through longitudinal changes in nasal microbiota. Results In our birth cohort of 697 children, 8.0% later developed asthma. Exposure to ≥2 antibiotic treatments during age 0–11 months was associated with a 4.0% increase in the absolute risk of developing asthma (absolute increase, 95% CI, .9–7.2%; P = .006). The unsupervised clustering approach identified 6 longitudinal nasal microbiota profiles. Infants with a larger number of antibiotic treatments had a higher risk of having a profile with early Moraxella sparsity (per each antibiotic treatment, adjusted RRR, 1.38; 95% CI, 1.15–1.66; P < .001). This effect of antibiotics on asthma was partly mediated by longitudinal changes in the nasal microbiota (natural indirect effect, P = .008), accounting for 16% of the total effect. Conclusions Early exposures to antibiotics were associated with increased risk of asthma; the effect was mediated, in part, by longitudinal changes in the nasal airway microbiota.
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Affiliation(s)
- Laura Toivonen
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA.,Department of Pediatrics and Adolescent Medicine, Turku University Hospital and University of Turku, Turku, Finland
| | - Linnea Schuez-Havupalo
- Department of Pediatrics and Adolescent Medicine, Turku University Hospital and University of Turku, Turku, Finland
| | - Sinikka Karppinen
- Department of Pediatrics and Adolescent Medicine, Turku University Hospital and University of Turku, Turku, Finland
| | - Matti Waris
- Virology Unit, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Kristi L Hoffman
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA
| | - Carlos A Camargo
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Kohei Hasegawa
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ville Peltola
- Department of Pediatrics and Adolescent Medicine, Turku University Hospital and University of Turku, Turku, Finland
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Penicillin Allergy Delabeling: A Multidisciplinary Opportunity. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE 2021; 8:2858-2868.e16. [PMID: 33039010 DOI: 10.1016/j.jaip.2020.04.059] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 04/27/2020] [Accepted: 04/27/2020] [Indexed: 12/14/2022]
Abstract
The penicillin allergy label has been consistently linked with deleterious effects that span the health care spectrum, including suboptimal clinical outcomes, the emergence of bacterial resistance, and increased health care expenditures. These risks have recently motivated professional organizations and public health institutes to advocate for the implementation of penicillin allergy delabeling initiatives; however, the burden of delabeling millions of patients is too expansive for any one discipline to bear alone. This review presents the unique perspectives and roles of various stakeholder groups involved in penicillin allergy diagnosis, assessment, and delabeling; we emphasize opportunities, barriers, and promising areas of innovation. We summarize penicillin allergy methods and tools that have proven successful in delabeling efforts. A multidisciplinary approach to delabeling patients with reported penicillin allergy, bolstered by evidence-based clinical practices, is recommended to reduce the risks that associate with the penicillin allergy label.
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Novel outpatient antibiotic prescribing report of respiratory infections in a pediatric health system's emergency departments and urgent care clinics. Am J Infect Control 2021; 49:398-400. [PMID: 32828798 DOI: 10.1016/j.ajic.2020.08.023] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 08/14/2020] [Accepted: 08/15/2020] [Indexed: 10/23/2022]
Abstract
We developed a report of overall antibiotic use for respiratory infections in pediatric emergency departments and urgent care clinics. Antibiotics were used in 5.3% of diagnoses where antibiotics are not recommended, and first-line guideline-concordant antibiotics were used in 87% of diagnoses where antibiotics are recommended. Outpatient antibiotic stewardship efforts need to target site and diagnosis-specific challenges.
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García-Moreno FJ, Escobar-Castellanos M, Marañón R, Rivas-García A, Manrique-Rodríguez S, Mora-Capín A, Fernández-Llamazares CM. [Adecuacy of pediatric antimicrobial prescribing in the Emergency Department at discharge]. An Pediatr (Barc) 2021; 96:S1695-4033(20)30507-5. [PMID: 33583763 DOI: 10.1016/j.anpedi.2020.11.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 11/12/2020] [Accepted: 11/18/2020] [Indexed: 10/22/2022] Open
Abstract
INTRODUCTION In January 2019, Community of Madrid's Health Department published a guide about the use of antimicrobials in outpatient children. Taking this regional Guide as reference, this study was aimed at estimating the adequacy of the antimicrobial stewardship at discharge from a pediatric Emergency Department (ED). Secondarily, the differences in adequacy according to the diagnosis and the prescriber were studied, and the agreement between this Guide and the protocols of the ED was assessed. MATERIAL AND METHODS An observational, descriptive, retrospective study was conducted on patients under 16 years old, with a diagnosis included in the regional Guide who were discharged from a pediatric ED between March of 2018 and February of 2019. Prescription was considered adequate when the indication, the antibiotic and the posology (dosage, dosing interval, length of treatment and route of administration) were correct. RESULTS 165 out of 648 (25,5%) infectious diseases processes analyzed received antimicrobial treatment. In 23 processes treated with antimicrobial, the adequacy could not be evaluated due to the absence of data necessary to assess any aspect of posology. Therapy was considered appropriate in 550/625 processes (88.0%). When antimicrobial treatment was prescribed, 70/142 (49.3%) were appropriate and no statistically significant differences in adequacy were found between prescribers. Posology was the worst handled point of the prescription (26.3%). Tract urinary infection, conjunctivitis and otitis media were the pathologies with the lowest adecuacy (44.4%; 50.0% and 52.2%) and presented the highest discrepancy between the Guide and the center protocols (k=0.308; k=0.000; k=0.586). CONCLUSIONS The adequacy of the management of infectious processes to the reference Guide in our pediatric ED was high, but it was below 50% when antimicrobial treatment was required. The degree of adequacy to the local protocols of the center was greater than to the regional Guide. This reveals a discrepancy between the 2documents that should be analyzed and corrected according to the available scientific evidence.
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Affiliation(s)
- Félix Jesús García-Moreno
- Servicio de Farmacia, Hospital General Universitario Gregorio Marañón, Madrid, España; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, España
| | | | - Rafael Marañón
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, España; Sección de Urgencias de Pediatría, Hospital General Universitario Gregorio Marañón, Madrid, España
| | - Arístides Rivas-García
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, España; Sección de Urgencias de Pediatría, Hospital General Universitario Gregorio Marañón, Madrid, España
| | - Silvia Manrique-Rodríguez
- Servicio de Farmacia, Hospital General Universitario Gregorio Marañón, Madrid, España; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, España; RETIC SAMID Carlos III (RD16/0022/0004), Madrid, España
| | - Andrea Mora-Capín
- Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, España; Sección de Urgencias de Pediatría, Hospital General Universitario Gregorio Marañón, Madrid, España
| | - Cecilia M Fernández-Llamazares
- Servicio de Farmacia, Hospital General Universitario Gregorio Marañón, Madrid, España; Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, España; RETIC SAMID Carlos III (RD16/0022/0004), Madrid, España
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Quality Analysis of Antimicrobial Restriction Policy in Pediatrics. ARCHIVES OF PEDIATRIC INFECTIOUS DISEASES 2021. [DOI: 10.5812/pedinfect.100986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: Antimicrobial stewardship programs (ASPs) are coordinated programs developed in recent years to promote the appropriate use of antimicrobials and reduce microbial resistance. One important action for a successful ASP is the implementation of an antimicrobial policy restriction. Objective: The study analyzed the quality of target-antimicrobial requisitions after the introduction of an antimicrobial policy restriction for children. Methods: We conducted a retrospective study in a neonatal intensive care unit (NICU) and three pediatric intensive care units (PICUs). An ASP was implemented in October 2016, and 14 target antimicrobials were selected to be prescribed after pre-approval by a pediatric infectious disease specialist. All requisitions were analyzed according to indication, antimicrobial type, dose, duration, and collection of cultures before administration. There were no exclusion criteria for requisition analysis. Results: Between October 2016 and December 2017, 1,173 patients were admitted to the units with 120 requisitions of target antimicrobials. Sepsis (43/120; 35.8%) was the most common indication, followed by respiratory infections (23/120; 19.2%) and infections in two or more sites (11/120; 9.2%). The most common target antimicrobials requested were meropenem (68/120; 56.7%), amphotericin B lipid formulations (12/120; 10%), teicoplanin (11/120; 9.2%), and linezolid (11/120; 9.2%). In 98 (81.7%) cases, previous cultures before antimicrobial administration were collected. An infectious agent was detected in 52 of the 98 cultures (53.1%), and Gram-negative and Gram-positive bacteria represented 50% and 26.9% of all positive samples, respectively. Besides, 111 (92.5%) requisitions were approved. In five refused requisitions, a narrow-spectrum antimicrobial was prescribed after further discussion; four were refused due to lack of information, and in one case, the de-escalation of the antimicrobial was possible. No mistake regarding dosage and duration was detected. Conclusions: We found a high-quality rate of target antimicrobial requisition. Antimicrobial policy restriction could contribute to improving the quality of antimicrobial prescription, even in NICUs and PICUs.
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Inappropriate antibiotic prescribing for acute bronchiolitis in Colombia: a predictive model. J Pharm Policy Pract 2021; 14:2. [PMID: 33397498 PMCID: PMC7784362 DOI: 10.1186/s40545-020-00284-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 12/03/2020] [Indexed: 02/06/2023] Open
Abstract
Introduction Acute bronchiolitis is the leading cause of hospitalization in the pediatric population. The inappropriate prescription of antibiotics in acute bronchiolitis is associated with bacterial resistance, higher costs, and risk of adverse effects in this population. The objective of this work is to develop a predictive model of inappropriate use of antibiotics in children with acute bronchiolitis in Colombia. Methods A retrospective cohort study was conducted in patients under 2 years of age with a diagnosis of acute bronchiolitis from two hospitals in Rionegro, Colombia. To identify factors independently associated with inappropriate use of antibiotics, we used logistic regression and estimated odds ratios (ORs). To assess discrimination, area under the curve (AUC) was estimated with a 95% confidence interval and plotted using AUC–ROC plots. To correct sampling bias of variance parameters and to evaluate the internal validity of the model, repeated curved validation “tenfold cross-validation” was used, comparing the area under the ROC curve obtained in the repetitions with that observed in the model Results A total of 415 patients were included. 142 patients (34.13%) had a prescription of some antibiotic during their hospital stay. In 92 patients (64.78%, 95% CI 56.3 to 72.6%) the prescription of antibiotics was classified as inappropriate. Age older than 1 year, chest retractions, temperature between 37.5 °C and 38.5 °C and leukocyte count between 10,000 and 15,000 million/mm3 were the predictive variables of inappropriate use of medications in this population. Conclusion The presence of fever between 37.5 °C and 38.5 °C, leukocytosis between 10,000 and 15,000 million/mm3, and age older than 1 year and presence of chest retractions, should alert the physician regarding the high risk of inappropriate prescription of antibiotics. Patients with acute bronchiolitis with a score on our scale greater than 2 should be carefully evaluated regarding the need for the use of antibiotics, if prescribed.
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Abdulla A, Edwina EE, Flint RB, Allegaert K, Wildschut ED, Koch BCP, de Hoog M. Model-Informed Precision Dosing of Antibiotics in Pediatric Patients: A Narrative Review. Front Pediatr 2021; 9:624639. [PMID: 33708753 PMCID: PMC7940353 DOI: 10.3389/fped.2021.624639] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 02/03/2021] [Indexed: 12/17/2022] Open
Abstract
Optimal pharmacotherapy in pediatric patients with suspected infections requires understanding and integration of relevant data on the antibiotic, bacterial pathogen, and patient characteristics. Because of age-related physiological maturation and non-maturational covariates (e.g., disease state, inflammation, organ failure, co-morbidity, co-medication and extracorporeal systems), antibiotic pharmacokinetics is highly variable in pediatric patients and difficult to predict without using population pharmacokinetics models. The intra- and inter-individual variability can result in under- or overexposure in a significant proportion of patients. Therapeutic drug monitoring typically covers assessment of pharmacokinetics and pharmacodynamics, and concurrent dose adaptation after initial standard dosing and drug concentration analysis. Model-informed precision dosing (MIPD) captures drug, disease, and patient characteristics in modeling approaches and can be used to perform Bayesian forecasting and dose optimization. Incorporating MIPD in the electronic patient record system brings pharmacometrics to the bedside of the patient, with the aim of a consisted and optimal drug exposure. In this narrative review, we evaluated studies assessing optimization of antibiotic pharmacotherapy using MIPD in pediatric populations. Four eligible studies involving amikacin and vancomycin were identified from 418 records. Key articles, independent of year of publication, were also selected to highlight important attributes of MIPD. Although very little research has been conducted until this moment, the available data on vancomycin indicate that MIPD is superior compared to conventional dosing strategies with respect to target attainment. The utility of MIPD in pediatrics needs to be further confirmed in frequently used antibiotic classes, particularly aminoglycosides and beta-lactams.
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Affiliation(s)
- Alan Abdulla
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Elma E Edwina
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Robert B Flint
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, Netherlands.,Division of Neonatology, Department of Pediatrics, Sophia Children's Hospital, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Karel Allegaert
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, Netherlands.,Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium.,Department of Development and Regeneration, KU Leuven, Leuven, Belgium
| | - Enno D Wildschut
- Department of Pediatric Intensive Care, Sophia Children's Hospital, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Birgit C P Koch
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Matthijs de Hoog
- Department of Pediatric Intensive Care, Sophia Children's Hospital, Erasmus University Medical Center, Rotterdam, Netherlands
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Dantuluri KL, Bruce J, Edwards KM, Banerjee R, Griffith H, Howard LM, Grijalva CG. Rurality of Residence and Inappropriate Antibiotic Use for Acute Respiratory Infections Among Young Tennessee Children. Open Forum Infect Dis 2020; 8:ofaa587. [PMID: 33511228 PMCID: PMC7814393 DOI: 10.1093/ofid/ofaa587] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Accepted: 12/07/2020] [Indexed: 02/07/2023] Open
Abstract
Background Antibiotic use is common for acute respiratory infections (ARIs) in children, but much of this use is inappropriate. Few studies have examined whether rurality of residence is associated with inappropriate antibiotic use. We examined whether rates of ARI-related inappropriate antibiotic use among children vary by rurality of residence. Methods We conducted a retrospective cohort study of children aged 2 months-5 years enrolled in Tennessee Medicaid between 2007 and 2017 and diagnosed with ARI in the outpatient setting. Study outcomes included ARI, ARI-related antibiotic use, and ARI-related inappropriate antibiotic use. Multivariable Poisson regression was used to measure associations between rurality of residence, defined by the US Census Bureau, and the rate of study outcomes, while accounting for other factors including demographics and underling comorbidities. Results A total of 805 332 children met selection criteria and contributed 1 840 048 person-years (p-y) of observation. Children residing in completely rural, mostly rural, and mostly urban counties contributed 70 369 (4%) p-y, 479 121 (26%) p-y, and 1 290 558 p-y (70%), respectively. Compared with children in mostly urban counties (238 per 1000 p-y), children in mostly rural (450 per 1000 p-y) and completely rural counties (468 per 1000 p-y) had higher rates of inappropriate antibiotic use (adjusted incidence rate ratio [aIRR] = 1.34, 95% confidence interval [CI] = 1.33-1.35 and aIRR = 1.33, 95% CI = 1.32-1.35, respectively). Conclusions Inappropriate antibiotic use is common among young children with ARI, with higher rates in rural compared with urban counties. These differences should inform targeted outpatient antibiotic stewardship efforts.
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Affiliation(s)
- Keerti L Dantuluri
- Department of Pediatrics (Infectious Diseases), Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jean Bruce
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Kathryn M Edwards
- Department of Pediatrics (Infectious Diseases), Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Ritu Banerjee
- Department of Pediatrics (Infectious Diseases), Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Hannah Griffith
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Leigh M Howard
- Department of Pediatrics (Infectious Diseases), Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Carlos G Grijalva
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Ducharme J, Self WH, Osborn TM, Ledeboer NA, Romanowsky J, Sweeney TE, Liesenfeld O, Rothman RE. A Multi-mRNA Host-Response Molecular Blood Test for the Diagnosis and Prognosis of Acute Infections and Sepsis: Proceedings from a Clinical Advisory Panel. J Pers Med 2020; 10:jpm10040266. [PMID: 33297498 PMCID: PMC7762405 DOI: 10.3390/jpm10040266] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 11/12/2020] [Accepted: 12/02/2020] [Indexed: 12/29/2022] Open
Abstract
Current diagnostics are insufficient for diagnosis and prognosis of acute infections and sepsis. Clinical decisions including prescription and timing of antibiotics, ordering of additional diagnostics and level-of-care decisions rely on understanding etiology and implications of a clinical presentation. Host mRNA signatures can differentiate infectious from noninfectious etiologies, bacterial from viral infections, and predict 30-day mortality. The 29-host-mRNA blood-based InSepTM test (Inflammatix, Burlingame, CA, formerly known as HostDxTM Sepsis) combines machine learning algorithms with a rapid point-of-care platform with less than 30 min turnaround time to enable rapid diagnosis of acute infections and sepsis, as well as prediction of disease severity. A scientific advisory panel including emergency medicine, infectious disease, intensive care and clinical pathology physicians discussed technical and clinical requirements in preparation of successful introduction of InSep into the market. Topics included intended use; patient populations of greatest need; patient journey and sample flow in the emergency department (ED) and beyond; clinical and biomarker-based decision algorithms; performance characteristics for clinical utility; assay and instrument requirements; and result readouts. The panel identified clear demand for a solution like InSep, requirements regarding test performance and interpretability, and a need for focused medical education due to the innovative but complex nature of the result readout. Innovative diagnostic solutions such as the InSep test could improve management of patients with suspected acute infections and sepsis in the ED, thereby lessening the overall burden of these conditions on patients and the healthcare system.
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Affiliation(s)
- James Ducharme
- Department of Medicine, McMaster University, Hamilton, ON L8S 4L8, Canada;
| | - Wesley H. Self
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN 37220, USA;
| | - Tiffany M. Osborn
- Department of Medicine, Division of Emergency Medicine and Department of Surgery, Washington University, St. Louis, MO 63110, USA;
| | - Nathan A. Ledeboer
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA;
| | | | | | - Oliver Liesenfeld
- Inflammatix Inc., Burlingame, CA 94010, USA; (J.R.); (T.E.S.)
- Correspondence: ; Tel.: +1-925-963-9470
| | - Richard E. Rothman
- Department of Emergency Medicine, The Johns Hopkins University, Baltimore, MD 21264, USA;
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Abstract
Given the large number of patients seen in the emergency department (ED) and concerns with antibiotic overprescribing, the ED is an important setting to target for antimicrobial stewardship (AS) initiatives. The ED is positioned between ambulatory and inpatient settings, making AS collaboration with clinicians and other health care providers in the hospital, long-term care facilities, and ambulatory settings critical to success. This article details ED-focused AS strategies on empiric antimicrobial selection, prompt administration, preventing ED return and readmissions, suggested collaborations between ED AS leadership and other key partners, and potential future strategies for expansion.
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Howard LM, Thurm C, Dantuluri K, Griffith HG, Katz SE, Ward MJ, Banerjee R, Grijalva CG. Parenteral Antibiotic Use Among Ambulatory Children in United States Children's Hospital Emergency Departments. Open Forum Infect Dis 2020; 7:ofaa357. [PMID: 33123607 PMCID: PMC7579746 DOI: 10.1093/ofid/ofaa357] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Accepted: 08/10/2020] [Indexed: 01/15/2023] Open
Abstract
Background Despite increasing recognition of the importance of optimal antibiotic selection and expansion of antimicrobial stewardship activities to ambulatory settings, few studies have examined the frequency of parenteral antibiotic use among ambulatory children. We assessed the prevalence and patterns of parenteral antibiotic administration among ambulatory children in pediatric emergency departments (EDs). Methods We conducted a cross-sectional assessment of parenteral antibiotic use among ambulatory children aged 0–18 years in 49 US children’s hospital EDs in 2018. We assessed the prevalence rates of parenteral antibiotic use and stratified these by patient-, clinic-, and hospital-level characteristics. We also assessed the prevalence of use of specific antibiotics by age and diagnosis category. Among encounters associated with an infection diagnosis, we identified factors associated with parenteral antibiotic use using multivariable logistic regression. Results Among 3 452 011 ambulatory ED encounters in 2018, parenteral antibiotics were administered in 62 648 (1.8%). The highest proportion of parenteral antibiotic use occurred in the 15–18-year age group (3.3%) and among encounters in children with complex chronic conditions (8.9%) and with primary diagnoses of neoplasms (36%). Ceftriaxone was the most commonly administered parenteral antibiotic (61%). In multivariable analysis, several factors including age ≤2 months, White race, private insurance, complex chronic conditions, digestive and genitourinary system diseases, and encounters attributed to emergency medicine providers were significantly associated with higher odds of parenteral antibiotic use. Conclusions This study demonstrates substantial variability in the frequency of parenteral antibiotic administration by age and diagnosis in the ambulatory ED setting and highlights potential opportunities to target stewardship activities.
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Affiliation(s)
- Leigh M Howard
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Cary Thurm
- Children's Hospital Association, Overland Park, Kansas City, Kansas, USA
| | - Keerti Dantuluri
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Hannah G Griffith
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Sophie E Katz
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Michael J Ward
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,Department of Veterans' Affairs, Tennessee Valley Healthcare System, Nashville, Tennessee, USA
| | - Ritu Banerjee
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Carlos G Grijalva
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Pulia MS, O'Brien TP, Hou PC, Schuman A, Sambursky R. Multi-tiered screening and diagnosis strategy for COVID-19: a model for sustainable testing capacity in response to pandemic. Ann Med 2020; 52:207-214. [PMID: 32370561 PMCID: PMC7877955 DOI: 10.1080/07853890.2020.1763449] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19), caused by novel enveloped single stranded RNA coronavirus (SARS-CoV-2), is responsible for an ongoing global pandemic. While other countries deployed widespread testing as an early mitigation strategy, the U.S. experienced delays in development and deployment of organism identification assays. As such, there is uncertainty surrounding disease burden and community spread, severely hampering containment efforts. COVID-19 illuminates the need for a tiered diagnostic approach to rapidly identify clinically significant infections and reduce disease spread. Without the ability to efficiently screen patients, hospitals are overwhelmed, potentially delaying treatment for other emergencies. A multi-tiered, diagnostic strategy incorporating a rapid host immune response assay as a screening test, molecular confirmatory testing and rapid IgM/IgG testing to assess benefit from quarantine/further testing and provide information on population exposure/herd immunity would efficiently evaluate potential COVID-19 patients. Triaging patients within minutes with a fingerstick rather than hours/days after an invasive swab is critical to pandemic response as reliance on the existing strategy is limited by assay accuracy, time to results, and testing capacity. Early screening and triage is achievable from the outset of a pandemic with point-of-care host immune response testing which will improve response time to clinical and public health actions.Key messagesDelayed testing deployment has led to uncertainty surrounding overall disease burden and community spread, severely hampering public health containment and healthcare system preparation efforts.A multi-tiered testing strategy incorporating rapid, host immune point-of-care tests can be used now and for future pandemic planning by effectively identifying patients at risk of disease thereby facilitating quarantine earlier in the progression of the outbreak during the weeks and months it can take for pathogen specific confirmatory tests to be developed, validated and manufactured in sufficient quantities.The ability to triage patients at the point of care and support the guidance of medical and therapeutic decisions, for viral isolation or confirmatory testing or for appropriate treatment of COVID-19 and/or bacterial infections, is a critical component to our national pandemic response and there is an urgent need to implement the proposed strategy to combat the current outbreak.
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Affiliation(s)
- Michael S Pulia
- BerbeeWalsh Department of Emergency Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Terrence P O'Brien
- Charlotte Breyer Rodgers Distinguished Chair Ocular Microbiology Laboratory, Infection Control Unit, Bascom Palmer Eye Institute, University of Miami, Miller School of Medicine, Miami, Florida, U.S.A
| | - Peter C Hou
- Division of Emergency Critical Care Medicine, Department of Emergency Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Andrew Schuman
- Department of Pediatrics, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
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Hagedoorn NN, Borensztajn DM, Nijman R, Balode A, von Both U, Carrol ED, Eleftheriou I, Emonts M, van der Flier M, de Groot R, Herberg J, Kohlmaier B, Lim E, Maconochie I, Martinon-Torres F, Nieboer D, Pokorn M, Strle F, Tsolia M, Yeung S, Zavadska D, Zenz W, Vermont C, Levin M, Moll HA. Variation in antibiotic prescription rates in febrile children presenting to emergency departments across Europe (MOFICHE): A multicentre observational study. PLoS Med 2020; 17:e1003208. [PMID: 32813708 PMCID: PMC7444592 DOI: 10.1371/journal.pmed.1003208] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 07/28/2020] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND The prescription rate of antibiotics is high for febrile children visiting the emergency department (ED), contributing to antimicrobial resistance. Large studies at European EDs covering diversity in antibiotic and broad-spectrum prescriptions in all febrile children are lacking. A better understanding of variability in antibiotic prescriptions in EDs and its relation with viral or bacterial disease is essential for the development and implementation of interventions to optimise antibiotic use. As part of the PERFORM (Personalised Risk assessment in Febrile illness to Optimise Real-life Management across the European Union) project, the MOFICHE (Management and Outcome of Fever in Children in Europe) study aims to investigate variation and appropriateness of antibiotic prescription in febrile children visiting EDs in Europe. METHODS AND FINDINGS Between January 2017 and April 2018, data were prospectively collected on febrile children aged 0-18 years presenting to 12 EDs in 8 European countries (Austria, Germany, Greece, Latvia, the Netherlands [n = 3], Spain, Slovenia, United Kingdom [n = 3]). These EDs were based in university hospitals (n = 9) or large teaching hospitals (n = 3). Main outcomes were (1) antibiotic prescription rate; (2) the proportion of antibiotics that were broad-spectrum antibiotics; (3) the proportion of antibiotics of appropriate indication (presumed bacterial), inappropriate indication (presumed viral), or inconclusive indication (unknown bacterial/viral or other); (4) the proportion of oral antibiotics of inappropriate duration; and (5) the proportion of antibiotics that were guideline-concordant in uncomplicated urinary and upper and lower respiratory tract infections (RTIs). We determined variation of antibiotic prescription and broad-spectrum prescription by calculating standardised prescription rates using multilevel logistic regression and adjusted for general characteristics (e.g., age, sex, comorbidity, referral), disease severity (e.g., triage level, fever duration, presence of alarming signs), use and result of diagnostics, and focus and cause of infection. In this analysis of 35,650 children (median age 2.8 years, 55% male), overall antibiotic prescription rate was 31.9% (range across EDs: 22.4%-41.6%), and among those prescriptions, the broad-spectrum antibiotic prescription rate was 52.1% (range across EDs: 33.0%-90.3%). After standardisation, differences in antibiotic prescriptions ranged from 0.8 to 1.4, and the ratio between broad-spectrum and narrow-spectrum prescriptions ranged from 0.7 to 1.8 across EDs. Standardised antibiotic prescription rates varied for presumed bacterial infections (0.9 to 1.1), presumed viral infections (0.1 to 3.3), and infections of unknown cause (0.1 to 1.8). In all febrile children, antibiotic prescriptions were appropriate in 65.0% of prescriptions, inappropriate in 12.5% (range across EDs: 0.6%-29.3%), and inconclusive in 22.5% (range across EDs: 0.4%-60.8%). Prescriptions were of inappropriate duration in 20% of oral prescriptions (range across EDs: 4.4%-59.0%). Oral prescriptions were not concordant with the local guideline in 22.3% (range across EDs: 11.8%-47.3%) of prescriptions in uncomplicated RTIs and in 45.1% (range across EDs: 11.1%-100%) of prescriptions in uncomplicated urinary tract infections. A limitation of our study is that the included EDs are not representative of all febrile children attending EDs in that country. CONCLUSIONS In this study, we observed wide variation between European EDs in prescriptions of antibiotics and broad-spectrum antibiotics in febrile children. Overall, one-third of prescriptions were inappropriate or inconclusive, with marked variation between EDs. Until better diagnostics are available to accurately differentiate between bacterial and viral aetiologies, implementation of antimicrobial stewardship guidelines across Europe is necessary to limit antimicrobial resistance.
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Affiliation(s)
- Nienke N. Hagedoorn
- Department of General Paediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands
| | - Dorine M. Borensztajn
- Department of General Paediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands
| | - Ruud Nijman
- Section of Paediatric Infectious Disease, Imperial College London, London, United Kingdom
| | - Anda Balode
- Department of Paediatrics, Children’s Clinical University Hospital, Rīgas Stradiņa Universitāte, Riga, Latvia
| | - Ulrich von Both
- Division of Paediatric Infectious Diseases, Dr. von Hauner Children’s Hospital, University Hospital, Ludwig Maximilian University, Munich, Germany
- Partner Site Munich, German Center for Infection Research (DZIF), Munich, Germany
| | - Enitan D. Carrol
- Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
- Alder Hey Children’s NHS Foundation Trust, Liverpool, United Kingdom
| | - Irini Eleftheriou
- Second Department of Paediatrics, P. & A. Kyriakou Children’s Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Marieke Emonts
- Paediatric Immunology, Infectious Diseases & Allergy, Great North Children’s Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
- NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust and Newcastle University, Newcastle upon Tyne, United Kingdom
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Michiel van der Flier
- Paediatric Infectious Diseases and Immunology, Amalia Children’s Hospital, Radboud University Medical Center, Nijmegen, the Netherlands
- Section of Paediatric Infectious Diseases, Laboratory of Medical Immunology, Radboud Institute for Molecular Life Sciences, Nijmegen, the Netherlands
- Paediatric Infectious Diseases and Immunology, Wilhelmina Children’s Hospital, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Ronald de Groot
- Paediatric Infectious Diseases and Immunology, Amalia Children’s Hospital, Radboud University Medical Center, Nijmegen, the Netherlands
- Section of Paediatric Infectious Diseases, Laboratory of Medical Immunology, Radboud Institute for Molecular Life Sciences, Nijmegen, the Netherlands
| | - Jethro Herberg
- Section of Paediatric Infectious Disease, Imperial College London, London, United Kingdom
| | - Benno Kohlmaier
- Department of General Paediatrics, Medical University of Graz, Graz, Austria
| | - Emma Lim
- Paediatric Immunology, Infectious Diseases & Allergy, Great North Children’s Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
- NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust and Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Ian Maconochie
- Paediatric Emergency Medicine, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Federico Martinon-Torres
- Genetics, Vaccines, Infections and Paediatrics Research Group (GENVIP), Hospital Clínico Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | - Daan Nieboer
- Department of Public Health, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Marko Pokorn
- Department of Infectious Diseases, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Franc Strle
- Department of Infectious Diseases, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Maria Tsolia
- Second Department of Paediatrics, P. & A. Kyriakou Children’s Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Shunmay Yeung
- Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Dace Zavadska
- Department of Paediatrics, Children’s Clinical University Hospital, Rīgas Stradiņa Universitāte, Riga, Latvia
| | - Werner Zenz
- Department of General Paediatrics, Medical University of Graz, Graz, Austria
| | - Clementien Vermont
- Department of Paediatric Infectious Diseases and Immunology, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands
| | - Michael Levin
- Section of Paediatric Infectious Disease, Imperial College London, London, United Kingdom
| | - Henriëtte A. Moll
- Department of General Paediatrics, Erasmus MC–Sophia Children’s Hospital, Rotterdam, the Netherlands
- * E-mail:
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Aptamer based proteomic pilot study reveals a urine signature indicative of pediatric urinary tract infections. PLoS One 2020; 15:e0235328. [PMID: 32628701 PMCID: PMC7337308 DOI: 10.1371/journal.pone.0235328] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 06/14/2020] [Indexed: 12/25/2022] Open
Abstract
Objective Current urinary tract infection (UTI) diagnostic strategies that rely on leukocyte esterase have limited accuracy. We performed an aptamer-based proteomics pilot study to identify urine protein levels that could differentiate a culture proven UTI from culture negative samples, regardless of pyuria status. Methods We analyzed urine from 16 children with UTIs, 8 children with culture negative pyuria and 8 children with negative urine culture and no pyuria. The urine levels of 1,310 proteins were quantified using the Somascan™ platform and normalized to urine creatinine. Machine learning with support vector machine (SVM)-based feature selection was performed to determine the combination of urine biomarkers that optimized diagnostic accuracy. Results Eight candidate urine protein biomarkers met filtering criteria. B-cell lymphoma protein, C-X-C motif chemokine 6, C-X-C motif chemokine 13, cathepsin S, heat shock 70kDA protein 1A, mitogen activated protein kinase, protein E7 HPV18 and transgelin. AUCs ranged from 0.91 to 0.95. The best prediction was achieved by the SVMs with radial basis function kernel. Conclusions Biomarkers panel can be identified by the emerging technologies of aptamer-based proteomics and machine learning that offer the potential to increase UTI diagnostic accuracy, thereby limiting unneeded antibiotics.
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