Ju Zhang, He-Kai Ma, Bao-Wen Li, Ke-Ke Ma, Yu-Ling Zhang, Shu-Jun Li
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Based on a multivariate logistic regression analysis and a least absolute shrinkage and selection operator regression analysis, appropriate variables were selected to establish a prediction model, and R 4.2.2 software was used to draw nomograms and generate a dynamic nomogram website.</p><p><strong>Results: </strong>Seven urinary kidney injury markers were abnormally elevated in the SMPP group and the non-SMPP group: urinary N-acetyl-β-D-glucosaminidase (NAG), β2-microglobulin, α1-microglobulin, retinol-binding protein, urinary immunoglobulin G, urinary transferrin and urinary microalbumin. Sixteen children were identified with AKI during hospitalisation. The AKI group had higher levels of urinary NAG, α1-microglobulin, β2-microglobulin, urinary microalbumin, urinary transferrin and retinol-binding protein than the non-AKI group (P < 0.05). 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The nomogram of the prediction model, comprising serum IgM, CRP, urinary NAG and sputum plug presence, can predict the probability of AKI in children with MPP.</p>","PeriodicalId":14511,"journal":{"name":"Italian Journal of Pediatrics","volume":"50 1","pages":"155"},"PeriodicalIF":3.2000,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11342508/pdf/","citationCount":"0","resultStr":"{\"title\":\"Changes in urinary renal injury markers in children with Mycoplasma pneumoniae pneumonia and a prediction model for related early renal injury.\",\"authors\":\"Ju Zhang, He-Kai Ma, Bao-Wen Li, Ke-Ke Ma, Yu-Ling Zhang, Shu-Jun Li\",\"doi\":\"10.1186/s13052-024-01709-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>This study aims to analyse changes in urinary kidney injury markers in children with Mycoplasma pneumoniae pneumonia (MPP), investigate the risk factors for MPP-related acute kidney injury (AKI) and establish a model to predict MPP-related AKI.</p><p><strong>Methods: </strong>Ninety-five children were enrolled based on the study's inclusion and exclusion criteria. They were divided into a severe MPP (SMPP) group and a non-SMPP group and then into an AKI group and a non-AKI group according to the presence of AKI. A univariate logistic regression analysis was performed to explore the early risk factors for AKI. Based on a multivariate logistic regression analysis and a least absolute shrinkage and selection operator regression analysis, appropriate variables were selected to establish a prediction model, and R 4.2.2 software was used to draw nomograms and generate a dynamic nomogram website.</p><p><strong>Results: </strong>Seven urinary kidney injury markers were abnormally elevated in the SMPP group and the non-SMPP group: urinary N-acetyl-β-D-glucosaminidase (NAG), β2-microglobulin, α1-microglobulin, retinol-binding protein, urinary immunoglobulin G, urinary transferrin and urinary microalbumin. Sixteen children were identified with AKI during hospitalisation. 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引用次数: 0
摘要
背景:本研究旨在分析肺炎支原体肺炎(MPP)患儿尿肾损伤标志物的变化,调查MPP相关急性肾损伤(AKI)的风险因素,并建立一个预测MPP相关AKI的模型:根据研究的纳入和排除标准,95 名儿童被纳入研究。根据是否出现 AKI,将他们分为严重 MPP(SMPP)组和非 SMPP 组,然后分为 AKI 组和非 AKI 组。研究人员进行了单变量逻辑回归分析,以探讨导致 AKI 的早期风险因素。在多变量逻辑回归分析和最小绝对缩减及选择算子回归分析的基础上,选择合适的变量建立预测模型,并使用 R 4.2.2 软件绘制提名图,生成动态提名图网站:结果:SMPP组和非SMPP组中有7种尿液肾损伤指标异常升高:尿N-乙酰-β-D-氨基葡萄糖苷酶(NAG)、β2-微球蛋白、α1-微球蛋白、视黄醇结合蛋白、尿免疫球蛋白G、尿转铁蛋白和尿微量白蛋白。在住院期间,有 16 名儿童被确诊为 AKI。与非 AKI 组相比,AKI 组尿液中的 NAG、α1-微球蛋白、β2-微球蛋白、尿微量白蛋白、尿转铁蛋白和视黄醇结合蛋白水平更高(P 结论:尿液中的 NAG、α1-微球蛋白、β2-微球蛋白、尿微量白蛋白、转铁蛋白和视黄醇结合蛋白水平更高:MPP患儿的尿液肾损伤指标经常升高;尿NAG是最有可能升高的指标,在重症病例中尤为明显。由血清 IgM、CRP、尿 NAG 和痰栓的存在组成的预测模型的提名图可以预测 MPP 患儿发生 AKI 的概率。
Changes in urinary renal injury markers in children with Mycoplasma pneumoniae pneumonia and a prediction model for related early renal injury.
Background: This study aims to analyse changes in urinary kidney injury markers in children with Mycoplasma pneumoniae pneumonia (MPP), investigate the risk factors for MPP-related acute kidney injury (AKI) and establish a model to predict MPP-related AKI.
Methods: Ninety-five children were enrolled based on the study's inclusion and exclusion criteria. They were divided into a severe MPP (SMPP) group and a non-SMPP group and then into an AKI group and a non-AKI group according to the presence of AKI. A univariate logistic regression analysis was performed to explore the early risk factors for AKI. Based on a multivariate logistic regression analysis and a least absolute shrinkage and selection operator regression analysis, appropriate variables were selected to establish a prediction model, and R 4.2.2 software was used to draw nomograms and generate a dynamic nomogram website.
Results: Seven urinary kidney injury markers were abnormally elevated in the SMPP group and the non-SMPP group: urinary N-acetyl-β-D-glucosaminidase (NAG), β2-microglobulin, α1-microglobulin, retinol-binding protein, urinary immunoglobulin G, urinary transferrin and urinary microalbumin. Sixteen children were identified with AKI during hospitalisation. The AKI group had higher levels of urinary NAG, α1-microglobulin, β2-microglobulin, urinary microalbumin, urinary transferrin and retinol-binding protein than the non-AKI group (P < 0.05). The MPP-related AKI prediction model consists of four indicators (serum immunoglobulin M [IgM], C-reactive protein [CRP], urine NAG and sputum plug presence) and a dynamic nomogram.
Conclusion: Urinary kidney injury markers are often elevated in children with MPP; urinary NAG is the marker most likely to be elevated, and it is especially evident in severe cases. The nomogram of the prediction model, comprising serum IgM, CRP, urinary NAG and sputum plug presence, can predict the probability of AKI in children with MPP.
期刊介绍:
Italian Journal of Pediatrics is an open access peer-reviewed journal that includes all aspects of pediatric medicine. The journal also covers health service and public health research that addresses primary care issues.
The journal provides a high-quality forum for pediatricians and other healthcare professionals to report and discuss up-to-the-minute research and expert reviews in the field of pediatric medicine. The journal will continue to develop the range of articles published to enable this invaluable resource to stay at the forefront of the field.
Italian Journal of Pediatrics, which commenced in 1975 as Rivista Italiana di Pediatria, provides a high-quality forum for pediatricians and other healthcare professionals to report and discuss up-to-the-minute research and expert reviews in the field of pediatric medicine. The journal will continue to develop the range of articles published to enable this invaluable resource to stay at the forefront of the field.