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用于评估 IgA 血管炎亚洲儿科患者 IgA 血管炎肾炎风险的简单列线图。

A simple nomogram for assessing the risk of IgA vasculitis nephritis in IgA vasculitis Asian pediatric patients.

机构信息

Department of Nephrology and Immunology, Children's Hospital of Soochow University, 303 Jingde Road, Suzhou, 215003, Jiangsu, China.

Department of Pediatrics, Shandong Provincial Maternal and Child Health Care Hospital, Jinan, China.

出版信息

Sci Rep. 2022 Oct 7;12(1):16809. doi: 10.1038/s41598-022-20369-3.

Abstract

A nomogram for assessing the risk of IgA vasculitis nephritis (originally termed Henoch-Schönlein purpura nephritis, HSPN) in IgA vasculitis (originally termed Henoch-Schönlein purpura, HSP) pediatric patients can effectively improve early diagnosis and prognosis of IgA vasculitis nephritis. However, currently, no nomogram is available. 246 IgA vasculitis and 142 IgA vasculitis nephritis Asian pediatric patients confirmed by renal biopsy were enrolled. Univariate and multivariate logistic regressions were performed to identify the independent risk factors and construct a series of predictive models. The receiver operating characteristic curve, calibration plot, decision curve analysis, net reclassification index and integrated discrimination index were used to screen the best model. Stratification analysis was applied to optimize model's clinical utility. An external validation set was introduced to verify the predictive efficiency. The final predictive model was converted to nomogram for visual use. We identified age, duration of rash (Dor), D-dimer and IgG as independent risk factors and constructed four models as follows: AIDD (Age + IgG + Dor + D-dimer), AIDi (Age + IgG + D-dimer), AIDo (Age + IgG + Dor) and ADD (Age + Dor + D-dimer), which achieved the receiver operator characteristic curve (AUROC) of 0.931, 0.920, 0.856 and 0.907, respectively. Finally, AIDi model with an AUROC of 0.956 and 0.897 in internal and external validating sets was proposed as a novel predictive model. In stratification analysis by gender and histological grade, the AUROC of AIDi was 0.949 in female, 0.926 in male, 0.933 in mild histological grades and 0.939 in severe histological grades, respectively. AIDi nomogram is an effective and visual tool for assessing the risk of nephritis in IgA vasculitis Asian pediatric patients, regardless of IgA vasculitis nephritis histological grades and gender.

摘要

建立 IgA 血管炎(原称过敏性紫癜,HSP)患儿 IgA 血管炎肾炎(原称过敏性紫癜肾炎,HSPN)风险的列线图有助于提高 HSPN 的早期诊断和预后。然而,目前尚无列线图。本研究纳入 246 例经肾活检证实的 HSP 患儿和 142 例 HSPN 患儿。采用单因素和多因素 logistic 回归分析确定独立危险因素并构建一系列预测模型。采用受试者工作特征曲线、校准图、决策曲线分析、净重新分类指数和综合判别指数筛选最佳模型。分层分析用于优化模型的临床实用性。引入外部验证集验证预测效率。将最终预测模型转换为可视的列线图。确定年龄、皮疹持续时间(Dor)、D-二聚体和 IgG 为独立危险因素,并构建 4 个模型,分别为 AIDD(年龄+IgG+Dor+D-二聚体)、AIDi(年龄+IgG+D-二聚体)、AIDo(年龄+IgG+Dor)和 ADD(年龄+Dor+D-二聚体),其受试者工作特征曲线(AUROC)分别为 0.931、0.920、0.856 和 0.907。最终,AIDi 模型内部和外部验证集的 AUROC 分别为 0.956 和 0.897,作为一种新的预测模型。分层分析显示,女性的 AUROC 为 0.949,男性为 0.926,组织学分级轻的为 0.933,组织学分级重的为 0.939。AIDi 列线图是一种有效、直观的评估 HSP 亚洲儿科患者肾炎风险的工具,与 HSPN 组织学分级和性别无关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e99/9547060/98a9079cef7c/41598_2022_20369_Fig1_HTML.jpg

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