Wang Yifan, Jiang Yuhan, Xia Ruiwen, Cong Xin, Zhang Ning, Li Wanyi, Wang Xuelin, Zou Ying-Xue
Clinical School of Paediatrics, Tianjin Medical University, Tianjin, China.
Department of Pulmonology, Tianjin Children's Hospital (Children's Hospital of Tianjin University), Machang compus, 225 Machang Road, Hexi District, Tianjin, 300074, China.
Ital J Pediatr. 2025 Apr 27;51(1):128. doi: 10.1186/s13052-025-01968-y.
To analyze the clinical characteristics of children with adenoviral pneumonia, identify independent risk factors for early prediction of plastic bronchiolitis (PB), and develop a predictive nomogram.
This retrospective study analyzed the clinical data of children diagnosed with adenoviral pneumonia. Patients were categorized into PB and non-PB groups. General characteristics, clinical symptoms, laboratory findings, and imaging results were compared between the two groups. Multivariate logistic regression was used to identify significant risk factors, and a nomogram model was constructed.
Among the 164 patients, 139 were in the non-PB group and 25 were in the PB group. Multivariate logistic regression identified diminished breath sounds, D-dimer (D-D) levels, and Lactic dehydrogenase (LDH) levels as significant risk factors for PB. The nomogram developed from these factors had an area under the receiver operating characteristic curve (AUC) of 0.904 (95% confidence interval: 0.847-0.960). The Hosmer-Lemeshow test showed good calibration (p = 0.515, X = 7.207).
Diminished breath sounds, D-D levels, and LDH levels are independent risk factors for PB in children with adenoviral pneumonia. The developed nomogram demonstrates high predictive accuracy and good calibration, providing a valuable tool for early prediction and clinical decision-making. Future studies should validate this nomogram in larger and diverse populations.
分析腺病毒肺炎患儿的临床特征,确定早期预测塑形性支气管炎(PB)的独立危险因素,并建立预测列线图。
本回顾性研究分析了诊断为腺病毒肺炎患儿的临床资料。将患者分为PB组和非PB组。比较两组的一般特征、临床症状、实验室检查结果和影像学结果。采用多因素logistic回归分析确定显著危险因素,并构建列线图模型。
164例患者中,非PB组139例,PB组25例。多因素logistic回归分析确定呼吸音减弱、D-二聚体(D-D)水平和乳酸脱氢酶(LDH)水平为PB的显著危险因素。根据这些因素建立的列线图在受试者工作特征曲线(AUC)下的面积为0.904(95%置信区间:0.847-0.960)。Hosmer-Lemeshow检验显示校准良好(p = 0.515,X = 7.207)。
呼吸音减弱、D-D水平和LDH水平是腺病毒肺炎患儿发生PB的独立危险因素。所建立的列线图显示出较高的预测准确性和良好的校准性,为早期预测和临床决策提供了有价值的工具。未来的研究应在更大和更多样化的人群中验证该列线图。