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Cohen N, Regev A, Mordel I, Berliner S, Rimon A. Estimated C-reactive protein (CRP) velocity for rapidly distinguishing bacterial from other etiologies in children presenting to emergency department with remarkably elevated CRP levels. Eur J Pediatr 2024; 183:1925-1933. [PMID: 38347263 DOI: 10.1007/s00431-024-05463-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 01/21/2024] [Accepted: 01/31/2024] [Indexed: 04/09/2024]
Abstract
The use of a single C-reactive protein (CRP) value to differentiate between bacterial and non-bacterial causes is limited. Estimated CRP velocity (eCRPv) has shown promise in enhancing such discrimination in adults. This study aims to investigate the association between eCRPv and bacterial etiologies among pediatric patients with very elevated CRP levels. We conducted a retrospective analysis of patients under 18 years of age who had been admitted to our Pediatric Emergency Department from 2018 to 2020 with a fever and CRP levels ≥ 150 mg/L. Bacterial and non-bacterial etiologies were determined from hospital discharge diagnoses, which were monitored independently by three physicians from the research team. The records of 495 suitable patients (51.2% males, median age 3.2 years) were retrieved of whom 444 (89.7%) were eventually diagnosed with bacterial infections. The mean CRP levels were significantly higher for bacterial etiologies compared with other causes (209.2 ± 59.8 mg/L vs. 185.6 ± 35.8 mg/L, respectively, p < .001), while the mean eCRPv values did not differ significantly (p = .15). In a time course analysis, we found that specifically in patients presenting ≥ 72 h after symptom onset, only a eCRPv1 level > 1.08 mg/L/h was an independent predictor of bacterial infection (aOR = 5.5 [95% CI 1.7-17.8], p = .004). Conclusion: Pediatric patients with very high CRP levels and fever mostly have bacterial infections. eCRPv levels, unlike CRP values alone, can serve as the sole independent predictor of bacterial infection > 72 h from symptom onset, warranting further prospective investigations into CRP kinetics in pediatric patients. What is Known: • The use of a single C-reactive protein (CRP) value to differentiate between bacterial and non-bacterial causes is limited. • Estimated CRP velocity (eCRPv) has shown promise in enhancing such discrimination in adults, but data on CRP kinetics in pediatric patients is sparse. What is New: • eCRPv levels, unlike CRP values alone, can serve as the sole independent predictor of bacterial infection > 72 h from symptom onset in pediatric patients with remarkably elevated CRP levels.
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Affiliation(s)
- Neta Cohen
- Pediatric Emergency Medicine Department, Dana-Dwek Children's Hospital, Tel Aviv Sourasky Medical Center, affiliated to the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - Asaf Regev
- Pediatric Infectious Disease Unit, Dana-Dwek Children's Hospital, Tel Aviv Sourasky Medical Center, affiliated to the Faculty of medicine, Tel Aviv University, Tel Aviv, Israel
| | - Inbar Mordel
- Department of Pediatrics, Dana-Dwek Children's Hospital, Tel Aviv Sourasky Medical Center, affiliated to the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Shlomo Berliner
- Departments of Internal Medicine "C", "D", and "E", Tel Aviv Sourasky Medical Center, affiliated to the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ayelet Rimon
- Pediatric Emergency Medicine Department, Dana-Dwek Children's Hospital, Tel Aviv Sourasky Medical Center, affiliated to the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Buendía JA, Bedoya M, Benjumea-Bedoya D. Occult bacteraemia in children with fever without focus though previously vaccinated against pneumococcus. Trop Doct 2022; 52:543-546. [PMID: 35775135 DOI: 10.1177/00494755221092936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Pneumococcal conjugate vaccines (PCV) have reduced the rate of occult bacteraemia in developed countries. However, reports on the incidence of occult bacteraemia in tropical regions are scarce. The aim of our study was to determine its frequency in children consulting for fever without focus in Colombia after introduction of the pneumococcal conjugate vaccines. We concluded that in tropical areas, testing for occult bacteraemia should be considered regardless of previous pneumococcal conjugate vaccination status.
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Affiliation(s)
- Jefferson Antonio Buendía
- Grupo de Investigación en Farmacología y Toxicología. Departamento de farmacología, 161932Facultad de Medicina, Universidad de Antioquia, Colombia
| | - Marisela Bedoya
- Facultad de Ciencias de la Salud. Especialización en Pediatría. Corporación Universitaria Remington, Colombia
| | - Dione Benjumea-Bedoya
- Facultad de Ciencias de la Salud. Especialización en Pediatría. Corporación Universitaria Remington, Colombia
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Buendía JA, Guerrero Patiño D. Cost-effectiveness of procalcitonin for detection of serious bacterial infections in children presenting with fever without source. BMC Pediatr 2022; 22:226. [PMID: 35473509 PMCID: PMC9040337 DOI: 10.1186/s12887-022-03293-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 04/11/2022] [Indexed: 11/10/2022] Open
Abstract
INTRODUCTION Procalcitonin (PCT) offers better specificity than C-reactive protein (CRP) to detect SBI. However, their cost limited their use and routine application. The objective of this work is to determine the cost-effectiveness of PCT against CPR or Rochester scale in infants between 1 and 3 months from the perspective of the third payer in Colombia. METHODS A Monte Carlo simulation was performed with a hypothetical cohort of 10,000 patients with fever without focus (FWS) between 1 to 3 months, to estimate the number of cases correctly diagnosed for each test and the associated costs with each test. RESULTS The test with the highest number of correctly diagnosed cases was PCT 79%, followed by C-reactive protein 75%, and the Rochester scale 68%. The test with the lowest cost per patient was PCT $645 (95% CI US$646-US$645) followed by C-reactive protein U$ 653 (95% CI US$655-$645) and Rochester scale US$804 (95% CI US$807-US$804). This position of dominance of PCT eliminated the need to calculate an incremental cost effectiveness ratio. CONCLUSIONS PCT is the most cost-effective strategy for the detection of IBS in infants with FWS. These results should be interpreted within the clinical context of the patient and not as a single method for therapeutic decision-making.
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Affiliation(s)
- Jefferson Antonio Buendía
- Research Group in Pharmacology and Toxicology "INFARTO", Department of Pharmacology and Toxicology, University of Antioquia, Medellín, Colombia.
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Rojas-Garcia P, van der Pol S, van Asselt ADI, Postma MJ, Rodríguez-Ibeas R, Juárez-Castelló CA, González M, Antoñanzas F. Diagnostic Testing for Sepsis: A Systematic Review of Economic Evaluations. Antibiotics (Basel) 2021; 11:antibiotics11010027. [PMID: 35052904 PMCID: PMC8773030 DOI: 10.3390/antibiotics11010027] [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: 11/11/2021] [Revised: 12/10/2021] [Accepted: 12/23/2021] [Indexed: 12/23/2022] Open
Abstract
Introduction: Sepsis is a serious and expensive healthcare problem, when caused by a multidrug-resistant (MDR) bacteria mortality and costs increase. A reduction in the time until the start of treatment improves clinical results. The objective is to perform a systematic review of economic evaluations to analyze the cost-effectiveness of diagnostic methods in sepsis and to draw lessons on the methods used to incorporate antimicrobial resistance (AMR) in these studies. Material and Methods: the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were followed, and the Consolidated Health Economic Evaluation Reporting standards (CHEERS) checklist was used to extract the information from the texts. Results: A total of 16 articles were found. A decision model was performed in 14. We found two ways to handle resistance while modelling: the test could identify infections caused by a resistant pathogen or resistance-related inputs, or outcomes were included (the incidence of AMR in sepsis patients, antibiotic use, and infection caused by resistant bacterial pathogens). Conclusion: Using a diagnostic technique to detect sepsis early on is more cost-effective than standard care. Setting a direct relationship between the implementation of a testing strategy and the reduction of AMR cases, we made several assumptions about the efficacy of antibiotics and the length-of-stay of patients.
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Affiliation(s)
- Paula Rojas-Garcia
- Department of Economics and Business, University of La Rioja, 26004 Logroño, Spain; (R.R.-I.); (C.A.J.-C.); (M.G.); (F.A.)
- Correspondence:
| | - Simon van der Pol
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, 9713 GZ, P.O. Box 30.001 Groningen, The Netherlands; (S.v.d.P.); (A.D.I.v.A.); (M.J.P.)
| | - Antoinette D. I. van Asselt
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, 9713 GZ, P.O. Box 30.001 Groningen, The Netherlands; (S.v.d.P.); (A.D.I.v.A.); (M.J.P.)
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, 9713 GZ, P.O. Box 30.001 Groningen, The Netherlands
| | - Maarten J. Postma
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, 9713 GZ, P.O. Box 30.001 Groningen, The Netherlands; (S.v.d.P.); (A.D.I.v.A.); (M.J.P.)
- Department of Economics, Econometrics and Finance, University of Groningen, 9747 AE Groningen, The Netherlands
| | - Roberto Rodríguez-Ibeas
- Department of Economics and Business, University of La Rioja, 26004 Logroño, Spain; (R.R.-I.); (C.A.J.-C.); (M.G.); (F.A.)
| | - Carmelo A. Juárez-Castelló
- Department of Economics and Business, University of La Rioja, 26004 Logroño, Spain; (R.R.-I.); (C.A.J.-C.); (M.G.); (F.A.)
| | - Marino González
- Department of Economics and Business, University of La Rioja, 26004 Logroño, Spain; (R.R.-I.); (C.A.J.-C.); (M.G.); (F.A.)
| | - Fernando Antoñanzas
- Department of Economics and Business, University of La Rioja, 26004 Logroño, Spain; (R.R.-I.); (C.A.J.-C.); (M.G.); (F.A.)
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Buendía JA, Patiño DG. Budget impact analysis of surfactant therapy for bronchiolitis in critically ill infants: the Colombian National Health System perspective. BMC Health Serv Res 2021; 21:334. [PMID: 33849521 PMCID: PMC8042831 DOI: 10.1186/s12913-021-06347-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Accepted: 04/03/2021] [Indexed: 11/10/2022] Open
Abstract
Background Severe bronchiolitis requiring mechanical ventilation was associated with an absence of surfactant activity and phosphatidylglycerol, causing airway obstruction in acute bronchiolitis. Exogen surfactant in mechanically ventilated infants decreased duration of stay in the intensive care unit and had favorable effects on oxygenation and carbon dioxide removal. This study aimed to evaluate the budget impact of surfactant therapy for bronchiolitis in critically ill infants in Colombia. Methods Budget impact analysis was performed to estimate the economic impact of surfactant therapy (ST) for the treatment of infants with a diagnosis of bronchiolitis, requiring mechanical ventilation. The analysis considered a 4-year time horizon and Colombian National Health System perspective. The model estimated drug costs associated with current scenario using humidified oxygen or adrenaline nebulization, and new scenario adding exogen surfactant. The size of the target population was calculated using epidemiological national data. Univariate one-way sensitivity analyses and scenario analyses were performed. Results In the base-case analysis the 4-year costs associated to ST and no-ST were estimated to be US$ 55,188,132 and US$ 55,972,082 respectively, indicating savings for Colombian National Health equal to US$ 783,950 if ST is adopted for the routine management of patients with bronchiolitis requiring mechanical ventilation. In the one-way sensitivity analysis, only increases in the cost of the surfactant drug and cost or length of stay in the pediatric intensive unit reduce the potential savings of ST. Conclusion ST was cost-saving in emergency settings for treating infants with severe bronchiolitis requiring mechanical ventilation. This shift in treatment approach proved to be economically favorable in the Colombian context.
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Affiliation(s)
- Jefferson Antonio Buendía
- Department of Pharmacology and Toxicology, Facultad de Medicina, School of Medicine, Research Group in Pharmacology and Toxicology (INFARTO), Universidad de Antioquia, Carrera 51D #62-29, Medellín, Colombia.
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Buendía JA, Patiño DG. Costs of Respiratory Syncytial Virus Hospitalizations in Colombia. PHARMACOECONOMICS - OPEN 2021; 5:71-76. [PMID: 32418086 PMCID: PMC7895874 DOI: 10.1007/s41669-020-00218-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
BACKGROUND Several clinical practice guidelines exist for the management of respiratory syncytial virus (RSV) infection, but the use and overuse of medications and medical tests with insufficient evidence of effectiveness remains substantial. OBJECTIVE This study aimed to evaluate the medical costs associated with bronchiolitis hospitalizations caused by RSV infection among infants aged < 2 years in Colombia. METHODS This was a prevalence-based cost-of-illness multicentric study performed from the societal perspective during 2016-2017. A case was defined as a laboratory-confirmed RSV infection with hospitalization. All costs and use of resources were collected directly from medical invoices and health records. RESULTS This study included 193 patients with a diagnosis of RSV. The average hospital stay duration was 5.55 days. The major contributors to hospitalization costs were room costs (31.5%), drugs (21.8%), and indirect costs (14.9%). Medications with the highest costs were nebulization with a hypertonic solution and systemic antibiotics. In total, 96% of β-lactam antibiotics, 90% of bronchodilators, and 86% of corticosteroids and epinephrine were classified as inappropriate. CONCLUSION RSV infection in Colombia places a high economic burden on the health system. Generating comprehensive data on healthcare resource use and costs associated with RSV will help to provide valuable information for the development of cost-effectiveness models and to guide RSV-prevention strategies.
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Affiliation(s)
- Jefferson Antonio Buendía
- Department of Pharmacology and Toxicology, Research Group in Pharmacology and Toxicology (INFARTO), Centro de Información y Estudio de Medicamentos y Tóxicos (CIEMTO), Faculty of Medicine, Universidad de Antioquia, Carrera 51D #62-29, Medellín, Colombia
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Using Machine Learning to Predict Bacteremia in Febrile Children Presented to the Emergency Department. Diagnostics (Basel) 2020; 10:diagnostics10050307. [PMID: 32429293 PMCID: PMC7277905 DOI: 10.3390/diagnostics10050307] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 05/08/2020] [Accepted: 05/13/2020] [Indexed: 01/01/2023] Open
Abstract
Blood culture is frequently used to detect bacteremia in febrile children. However, a high rate of negative or false-positive blood culture results is common at the pediatric emergency department (PED). The aim of this study was to use machine learning to build a model that could predict bacteremia in febrile children. We conducted a retrospective case-control study of febrile children who presented to the PED from 2008 to 2015. We adopted machine learning methods and cost-sensitive learning to establish a predictive model of bacteremia. We enrolled 16,967 febrile children with blood culture tests during the eight-year study period. Only 146 febrile children had true bacteremia, and more than 99% of febrile children had a contaminant or negative blood culture result. The maximum area under the curve of logistic regression and support vector machines to predict bacteremia were 0.768 and 0.832, respectively. Using the predictive model, we can categorize febrile children by risk value into five classes. Class 5 had the highest probability of having bacteremia, while class 1 had no risk. Obtaining blood cultures in febrile children at the PED rarely identifies a causative pathogen. Prediction models can help physicians determine whether patients have bacteremia and may reduce unnecessary expenses.
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Buendía JA, Chavarriaga GJR, Zuluaga AF. Burden of paraquat poisoning in the department of Antioquia, Colombia. BMC Pharmacol Toxicol 2019; 20:11. [PMID: 30767779 PMCID: PMC6376738 DOI: 10.1186/s40360-019-0291-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 02/06/2019] [Indexed: 02/12/2023] Open
Abstract
Background Paraquat (PQ) poisoning is a public health problem in many regions of Colombia. This study aimed to estimate the burden of PQ poisoning in the Department of Antioquia, Colombia. Methods Disability-adjusted life year (DALYs) were calculated as the sum of years of life lost (YLL) and years of life lived with disability (YLD) due to paraquat poisoning in Antioquia; a bootstrapped method with 1000 iterations was used to estimate each statistical parameter using the package DALY calculator in R. For this instance, the annual incidence of paraquat poisoning was obtained from the reported surveillance data according to regional Government. Results From 2010 to 2016, 3299 DALYs were estimated in the department of Antioquia for PQ intoxication, with a rate of 53.4 DALYs per 100,000 inhabitants. The majority of the DALYs (2852 DALYs) were generated for men ranging from 15 to 44 years old. Conclusion The rate of DALYs reported here is higher than that reported by all chemical poisonings. Better strategies to regulate and restrict the market of this dangerous products are required in Colombia.
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Affiliation(s)
- Jefferson Antonio Buendía
- Grupo de Investigación en farmacología y toxicología, Centro de Información y Estudio de Medicamentos y Tóxicos (CIEMTO), Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia.
| | - Gabriel Jaime Restrepo Chavarriaga
- Grupo de Investigación en farmacología y toxicología, Centro de Información y Estudio de Medicamentos y Tóxicos (CIEMTO), Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Andrés F Zuluaga
- Grupo de Investigación en farmacología y toxicología, Centro de Información y Estudio de Medicamentos y Tóxicos (CIEMTO), Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
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