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预测肺炎支原体肺炎患儿支气管黏液栓形成的列线图

Nomogram for Prediction of Bronchial Mucus Plugs in Children with Mycoplasma pneumoniae Pneumonia.

机构信息

Department of Respiratory Medicine, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, 310052, China.

Department of Rheumatology Immunology & Allergy, The Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, 310052, China.

出版信息

Sci Rep. 2020 Mar 12;10(1):4579. doi: 10.1038/s41598-020-61348-w.

Abstract

The presence of bronchial mucus plugs (BMP) in children with Mycoplasma pneumoniae pneumonia (MPP) results in delayed clinical and radiographic resolution and long-standing pulmonary sequelae. The predictive factors associated with BMP formation remains poorly defined. Nomograms to predict BMP presence in children with MPP were proposed using a cohort of patients who underwent bronchoscopy intervention at Children's Hospital in Eastern China. Patients with MPP in an earlier period formed the training cohort (n = 872) for nomogram development, and those thereafter formed the validation cohort (n = 399) to confirmed model's performance. BMP in children with MPP were found in 196 (22.5%) and 91(22.8%) patients in the training and validation cohorts, respectively. The independent risk factors associated with BMP were age >5years (OR 2.06; 95% CI 1.43 to 2.98), higher IL-10 level (>10 ng/L, 2.19; 95% CI 1.46 to 3.28), higher IFN-γ level (>30 ng/L, 1.69; 95% CI 1.13 to 2.54), and presence of complication (3.43; 95% CI 1.45 to 8.09). Incorporating these 4 factors, the nomogram achieved good concordance indexes of 0.771(95% CI, 0.734-0.808) and 0.796 (95% CI, 0.744-0.848) in predicting BMP in the training and validation cohorts, respectively. The nomogram achieved an optimal prediction of BMP in children with MPP. Using this model, the risk of BMP formation would be determined, contributing to a rational therapeutic choice.

摘要

肺炎支原体肺炎(MPP)患儿存在支气管黏液栓(BMP)可导致临床和影像学缓解延迟,并遗留长期肺部后遗症。与 BMP 形成相关的预测因素尚未明确。本研究旨在使用中国东部某儿童医院行支气管镜介入治疗的患者队列,提出预测 MPP 患儿 BMP 存在的列线图。MPP 患儿的早期队列(n=872)用于开发列线图,随后队列(n=399)用于验证模型的性能。在训练和验证队列中,分别有 196(22.5%)和 91(22.8%)例 MPP 患儿存在 BMP。与 BMP 相关的独立危险因素为年龄>5 岁(OR 2.06;95%CI 1.43 至 2.98)、IL-10 水平较高(>10ng/L,2.19;95%CI 1.46 至 3.28)、IFN-γ 水平较高(>30ng/L,1.69;95%CI 1.13 至 2.54)和存在并发症(3.43;95%CI 1.45 至 8.09)。纳入这 4 个因素后,列线图在训练和验证队列中预测 BMP 的一致性指数分别为 0.771(95%CI,0.734-0.808)和 0.796(95%CI,0.744-0.848)。列线图可较好地预测 MPP 患儿的 BMP,可据此确定 BMP 形成的风险,有助于合理选择治疗方案。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/849d/7067858/aef1735d984d/41598_2020_61348_Fig1_HTML.jpg

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