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基于年龄和平均血小板体积的列线图预测美托洛尔治疗中国儿童血管迷走性晕厥的疗效。

Age and mean platelet volume-based nomogram for predicting the therapeutic efficacy of metoprolol in Chinese pediatric patients with vasovagal syncope.

机构信息

Department of Pediatrics, Peking University First Hospital, No. 1 Xi'anmen Street, West District, Beijing, 100034, China.

State Key Laboratory of Vascular Homeostasis and Remodeling, Peking University, No. 38, Xueyuan Road, Haidian District, Beijing, 100191, China.

出版信息

World J Pediatr. 2024 Sep;20(9):957-965. doi: 10.1007/s12519-024-00802-5. Epub 2024 Apr 13.

Abstract

BACKGROUND

Vasovagal syncope (VVS) is the most common type of orthostatic intolerance in children. We investigated whether platelet-related factors related to treatment efficacy in children suffering from VVS treated with metoprolol.

METHODS

Metoprolol-treated VVS patients were recruited. The median duration of therapy was three months. Patients were followed and divided into two groups, treament-effective group and treatment-ineffective group. Logistic and least absolute shrinkage selection operator regressions were used to examine treatment outcome variables. Receiver-operating characteristic (ROC) curves, precision-recall (PR) curves, calibration plots, and decision curve analyses were used to evaluate the nomogram model.

RESULTS

Among the 72 patients who complete the follow-up, treatment-effective group and treatment-ineffective group included 42 (58.3%) and 30 (41.7%) cases, respectively. The patients in the treatment-effective group exhibited higher mean platelet volume (MPV) [(11.0 ± 1.0) fl vs. (9.8 ± 1.0) fl, P < 0.01] and platelet distribution width [12.7% (12.3%, 14.3%) vs. 11.3% (10.2%, 12.2%), P < 0.01] than those in the treatment-ineffective group. The sex ratio was significantly different (P = 0.046). A fit model comprising age [odds ratio (OR) = 0.766, 95% confidence interval (CI) = 0.594-0.987] and MPV (OR = 5.613, 95% CI = 2.297-13.711) might predict therapeutic efficacy. The area under the curve of the ROC and PR curves was computed to be 0.85 and 0.9, respectively. The P value of the Hosmer-Lemeshow test was 0.27. The decision curve analysis confirmed that managing children with VVS based on the predictive model led to a net advantage ranging from 0.01 to 0.58. The nomogram is convenient for clinical applications.

CONCLUSION

A novel nomogram based on age and MPV can predict the therapeutic benefits of metoprolol in children with VVS.

摘要

背景

血管迷走性晕厥(VVS)是儿童最常见的直立不耐受类型。我们研究了美托洛尔治疗 VVS 患儿的血小板相关因素是否与治疗效果相关。

方法

纳入接受美托洛尔治疗的 VVS 患者。中位治疗时间为 3 个月。对患者进行随访并分为治疗有效组和治疗无效组。采用逻辑回归和最小绝对收缩选择算子回归分析治疗结局变量。采用受试者工作特征(ROC)曲线、精确召回(PR)曲线、校准图和决策曲线分析评估列线图模型。

结果

72 例完成随访的患者中,治疗有效组和治疗无效组分别为 42 例(58.3%)和 30 例(41.7%)。治疗有效组的平均血小板体积(MPV)[(11.0±1.0)fl 比(9.8±1.0)fl,P<0.01]和血小板分布宽度[12.7%(12.3%,14.3%)比(11.3%(10.2%,12.2%),P<0.01]均高于治疗无效组。两组的性别比例有显著差异(P=0.046)。一个包含年龄[比值比(OR)=0.766,95%置信区间(CI)=0.594-0.987]和 MPV(OR=5.613,95%CI=2.297-13.711)的拟合模型可能预测治疗效果。ROC 曲线和 PR 曲线下面积分别计算为 0.85 和 0.9。Hosmer-Lemeshow 检验的 P 值为 0.27。决策曲线分析证实,根据预测模型管理 VVS 患儿可带来 0.01 至 0.58 的净优势。该列线图方便临床应用。

结论

基于年龄和 MPV 的新型列线图可预测美托洛尔治疗 VVS 患儿的治疗获益。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7bd/11422430/c55a7c5487c0/12519_2024_802_Fig1_HTML.jpg

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