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Chen X, Wang X, Huang S, Luo W, Luo Z, Chen Z. Study on Predicting Clinical Stage of Patients with Bronchial Asthma Based on CT Radiomics. J Asthma Allergy 2024; 17:291-303. [PMID: 38562252 PMCID: PMC10982665 DOI: 10.2147/jaa.s448064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 03/21/2024] [Indexed: 04/04/2024] Open
Abstract
Objective To explore the value of a new model based on CT radiomics in predicting the staging of patients with bronchial asthma (BA). Methods Patients with BA from 2018 to 2021 were retrospectively analyzed and underwent plain chest CT before treatment. According to the guidelines for the prevention and treatment of BA (2016 edition), they were divided into two groups: acute attack and non-acute attack. The images were processed as follows: using Lung Kit software for image standardization and segmentation, using AK software for image feature extraction, and using R language for data analysis and model construction (training set: test set = 7: 3). The efficacy and clinical effects of the constructed model were evaluated with ROC curve, sensitivity, specificity, calibration curve and decision curve. Results A total of 112 patients with BA were enrolled, including 80 patients with acute attack (range: 2-86 years old, mean: 53.89±17.306 years old, males of 33) and 32 patients with non-acute attack (range: 4-79 years old, mean: 57.38±19.223 years old, males of 18). A total of 10 imaging features are finally retained and used to construct model using multi-factor logical regression method. In the training group, the AUC, sensitivity and specificity of the model was 0.881 (95% CI:0.808-0.955), 0.804 and 0.818, separately; while in the test group, it was 0.792 (95% CI:0.608-0.976), 0.792 and 0.80, respectively. Conclusion The model constructed based on radiomics has a good effect on predicting the staging of patients with BA, which provides a new method for clinical diagnosis of staging in BA patients.
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Affiliation(s)
- Xiaodong Chen
- Radiology Imaging Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang City, People’s Republic of China
| | - Xiangyuan Wang
- Radiology Imaging Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang City, People’s Republic of China
| | - Shangqing Huang
- Radiology Imaging Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang City, People’s Republic of China
| | - Wenxuan Luo
- Radiology Imaging Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang City, People’s Republic of China
| | - Zebin Luo
- Radiology Imaging Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang City, People’s Republic of China
| | - Zipan Chen
- Health Management Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang City, People’s Republic of China
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Cay E, Karakulak V, Sezer A, Baspinar H, Bahar N, Fidan BH, Serbes M, Bilen S, Yucel SP, Ozcan D, Altintas DU. Clinical characteristics of children with asthma exacerbations: a cross-sectional descriptive study. J Asthma 2024:1-6. [PMID: 38376119 DOI: 10.1080/02770903.2024.2319847] [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: 10/15/2023] [Accepted: 02/12/2024] [Indexed: 02/21/2024]
Abstract
AIM In this cross-sectional descriptive study, we aimed to determine the clinical characteristics of children admitted to a tertiary hospital with asthma exacerbations in a city in southern Turkey where aeroallergens are common and to determine how these characteristics affect the severity of exacerbations. METHODS Data from a cross-sectional analysis of children with asthma exacerbations who were followed up at the Cukurova University Medical Faculty Pediatric Emergency Department (ED) and Pediatric Allergy & Immunology inpatient clinic were retrospectively analyzed. The study included 106 children who were diagnosed with asthma and did not have any additional comorbidities. In a comparative analysis, the clinical characteristics and laboratory parameters of children with mild/moderate and severe exacerbations were examined. RESULTS While 81.1% of the patients had mild/moderate exacerbation, 18.8% had severe exacerbation. Additional atopic disease, Alternaria positivity in the skin prick test, the frequency of exacerbations in the previous year, Streptococcus pneumoniae infection, and the rate of noncompliance with treatment were significantly higher in children with severe asthma exacerbations. PEF, FEV1, and FEV1/FVC values were considerably lower in patients with severe exacerbations. CONCLUSIONS Bacterial infections, presence of atopic disease, Alternaria exposure, low spirometric measures, number of exacerbations in the previous year, and low rate of treatment adherence may be relevant in predicting the severity of asthma exacerbations.
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Affiliation(s)
- Ezgi Cay
- Department of Pediatrics, Faculty of Medicine, Balcali Hospital, Cukurova University, Adana, Turkey
| | - Veysel Karakulak
- Division of Pediatric Allergy and Immunology, Faculty of Medicine, Balcali Hospital, Cukurova University, Adana, Turkey
| | - Ahmet Sezer
- Division of Pediatric Allergy and Immunology, Faculty of Medicine, Balcali Hospital, Cukurova University, Adana, Turkey
| | - Huseyin Baspinar
- Division of Pediatric Allergy and Immunology, Faculty of Medicine, Balcali Hospital, Cukurova University, Adana, Turkey
| | - Nilgun Bahar
- Division of Pediatric Allergy and Immunology, Faculty of Medicine, Balcali Hospital, Cukurova University, Adana, Turkey
| | - Busra Hatice Fidan
- Division of Pediatric Allergy and Immunology, Faculty of Medicine, Balcali Hospital, Cukurova University, Adana, Turkey
| | - Mahir Serbes
- Division of Pediatric Allergy and Immunology, Faculty of Medicine, Balcali Hospital, Cukurova University, Adana, Turkey
| | - Sevcan Bilen
- Division of Pediatric Emergency Medicine, Faculty of Medicine, Balcali Hospital, Cukurova University, Adana, Turkey
| | - Sevinc Puren Yucel
- Department of Biostatistics, Faculty of Medicine, Balcali Hospital, Cukurova University, Adana, Turkey
| | - Dilek Ozcan
- Division of Pediatric Allergy and Immunology, Faculty of Medicine, Balcali Hospital, Cukurova University, Adana, Turkey
| | - Derya Ufuk Altintas
- Division of Pediatric Allergy and Immunology, Faculty of Medicine, Balcali Hospital, Cukurova University, Adana, Turkey
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Assessment and management of asthma exacerbations in an emergency department unit. Allergol Immunopathol (Madr) 2023; 51:74-76. [PMID: 36617824 DOI: 10.15586/aei.v51i1.720] [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: 07/04/2022] [Accepted: 08/21/2022] [Indexed: 01/03/2023]
Abstract
BACKGROUND The Pediatric Respiratory Assessment Measure (PRAM) score is a useful tool for the assessment of asthma exacerbations in children. This study aimed to estimate the risk of hospitalization in children, assessed with the PRAM score and having mild-moderate asthma exacerbation, who were treated with salbutamol delivered via a metered-dose inhaler and spacer (MDI/S). METHODS The study population consisted of children aged 3-16 years with mild-moderate asthma exacerbations. All children received 1mg/kg prednisolone p.o. (max 40 mg) and 4-6 puffs of salbutamol via MDI/S. RESULTS Fifty patients participated in the study. Admission was associated positively with the initial PRAM score (OR: 18.91, CI: 2.42-123.12, P = 0.005) and negatively with the improvement in PRAM score (OR: 0.52, CI: 0.01-0.78, P = 0.032). CONCLUSION PRAM is a reliable tool that can be used effectively to estimate the asthma exacerbation severity.
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Efficacy of a loading dose of IV salbutamol in children with severe acute asthma admitted to a PICU: a randomized controlled trial. Eur J Pediatr 2022; 181:3701-3709. [PMID: 35922522 PMCID: PMC9508206 DOI: 10.1007/s00431-022-04576-8] [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: 05/03/2022] [Revised: 07/18/2022] [Accepted: 07/21/2022] [Indexed: 11/11/2022]
Abstract
UNLABELLED The optimal dose regimen for intravenous (IV) treatment in children with severe acute asthma (SAA) is still a matter of debate. We assessed the efficacy of adding a salbutamol loading dose to continuous infusion with salbutamol in children admitted to a pediatric intensive care unit (PICU) with SAA. This multicentre, placebo-controlled randomized trial in the PICUs of four tertiary care children's hospitals included children (2-18 years) with SAA admitted between 2017 and 2019. Children were randomized to receive either a loading dose IV salbutamol (15 mcg/kg, max. 750 mcg) or normal saline while on continuous salbutamol infusion. The primary outcome was the asthma score (Qureshi) 1 h after the intervention. Analysis of covariance models was used to evaluate sensitivity to change in asthma scores. Serum concentrations of salbutamol were obtained. Fifty-eight children were included (29 in the intervention group). Median baseline asthma score was 12 (IQR 10-13) in the intervention group and 11 (9-12) in the control group (p = 0.032). The asthma score 1 h after the intervention did not differ significantly between the groups (p = 0.508, β-coefficient = 0.283). The median increase in salbutamol plasma levels 10 min after the intervention was 13 μg/L (IQR 5-24) in the intervention group and 4 μg/L (IQR 0-7) in the control group (p = 0.001). Side effects were comparable between both groups. CONCLUSION We found no clinical benefit of adding a loading dose IV salbutamol to continuous infusion of salbutamol, in children admitted to the PICU with SAA. Clinically significant side effects from the loading dose were not encountered. WHAT IS KNOWN • Pediatric asthma guidelines struggle with an evidence-based approach for the treatment of SAA beyond the initial steps of oxygen suppletion, repetitive administration of inhaled β2-agonists, and systemic steroids. • During an SAA episode, effective delivery of inhaled drugs is unpredictable due to severe airway obstruction. WHAT IS NEW • This study found no beneficial effect of an additional loading dose IV salbutamol in children admitted to the PICU. • This study found no clinically significant side effects from the loading dose.
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