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中重度支气管肺发育不良或死亡列线图的开发:N 末端脑钠肽前体作为生物标志物的作用

Development of a Nomogram for Moderate-to-Severe Bronchopulmonary Dysplasia or Death: Role of N-Terminal Pro-brain Natriuretic Peptide as a Biomarker.

作者信息

Song Min, Lei Mengyuan, Luo Chenghan, Shi Zanyang, Cheng Xinru, Ding Wenqian, Cao Wenjun, Zhang Jingdi, Ge Jian, Wang Mengmeng, Xia Peige, Mao Fengxia, Wang Li, Zhang Qian

机构信息

Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.

Health Care Department, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.

出版信息

Front Pediatr. 2021 Aug 23;9:727362. doi: 10.3389/fped.2021.727362. eCollection 2021.

DOI:10.3389/fped.2021.727362
PMID:34497786
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8419419/
Abstract

This study aimed to explore the clinical value of N-terminal pro-brain natriuretic peptide (NT-proBNP) in predicting moderate-to-severe bronchopulmonary dysplasia (BPD)/death, and to establish an effective clinical predictive nomogram. We retrospectively analyzed very low birth weight infants (VLBWs) with gestational age ≤ 32 weeks. The NT-proBNP values were determined on the 1st, 3rd, 7th, 14th, 21st, and 28th days after birth. The correlation between NT-proBNP level and moderate-to-severe BPD/death was evaluated. Receiver operating characteristic (ROC) curve analysis was used to evaluate the prediction ability. Then, we used multivariable logistic regression to build the prediction model and nomogram, and calibration of the model was assessed by calibration curve. In total, 556 VLBWs were involved, among whom 229 developed BPD (mild: = 109; moderate: = 68; severe: = 52) and 18 died. The NT-proBNP level in the moderate-to-severe BPD/death group was significantly higher than that in the no-to-mild BPD group from the 3rd to 28th day ( < 0.001). When the natural logarithm of the serum NT-ProBNP level increased by 1 unit at day 7 (±2 days) of life, the risk of moderate and severe BPD/death was the highest (OR = 3.753; 95% CI: 2.984~4.720), and ROC analysis identified an optimal cutoff point of 3360 ng/L (sensitivity: 80.0%; specificity: 86.2%; AUC: 0.861). After adjusting for confounding factors, the level of NT-proBNP at day 7 (±2 days) of life still had important predictive value for the development of moderate-to-severe BPD/death, significantly improving the predictive ability of the model. The level of NT-proBNP at day 7 (±2 days) of life can be used as an early promising biomarker for VLBWs to develop moderate-to-severe BPD/death. We constructed an early predictive nomogram to help clinicians identify high-risk populations.

摘要

本研究旨在探讨N端前脑钠肽(NT-proBNP)在预测中重度支气管肺发育不良(BPD)/死亡方面的临床价值,并建立有效的临床预测列线图。我们回顾性分析了胎龄≤32周的极低出生体重儿(VLBW)。在出生后第1、3、7、14、21和28天测定NT-proBNP值。评估NT-proBNP水平与中重度BPD/死亡之间的相关性。采用受试者操作特征(ROC)曲线分析评估预测能力。然后,我们使用多变量逻辑回归建立预测模型和列线图,并通过校准曲线评估模型的校准情况。总共纳入了556例VLBW,其中229例发生了BPD(轻度:=109例;中度:=68例;重度:=52例),18例死亡。从中度至重度BPD/死亡组与无至轻度BPD组比较,从出生后第3天至28天,NT-proBNP水平显著更高(<0.001)。在出生后第7天(±2天),当血清NT-ProBNP水平的自然对数每增加1个单位时,中重度BPD/死亡的风险最高(OR=3.753;95%CI:2.984~4.720),ROC分析确定最佳截断点为3360 ng/L(敏感性:80.0%;特异性:86.2%;AUC:0.861)。在调整混杂因素后,出生后第7天(±2天)的NT-proBNP水平对中重度BPD/死亡的发生仍具有重要的预测价值,显著提高了模型的预测能力。出生后第7天(±2天)的NT-proBNP水平可作为VLBW发生中重度BPD/死亡的一个早期有前景的生物标志物。我们构建了一个早期预测列线图,以帮助临床医生识别高危人群。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/8419419/3fc29b1207da/fped-09-727362-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/8419419/77a4e738143c/fped-09-727362-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/8419419/8ce122eec08c/fped-09-727362-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/8419419/aa3c714249e0/fped-09-727362-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/8419419/aa2507a9d792/fped-09-727362-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/8419419/3fc29b1207da/fped-09-727362-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/8419419/77a4e738143c/fped-09-727362-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/8419419/8ce122eec08c/fped-09-727362-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/8419419/aa3c714249e0/fped-09-727362-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/8419419/aa2507a9d792/fped-09-727362-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/8419419/3fc29b1207da/fped-09-727362-g0005.jpg

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