Department of Pediatric Surgery, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo-Ku, Chiba, 260-8677, Japan.
Department of Pediatric Surgery, Reproductive and Developmental Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.
Pediatr Surg Int. 2022 Nov 28;39(1):4. doi: 10.1007/s00383-022-05287-9.
To develop a predictive score for small diaphragmatic defects in infants with congenital diaphragmatic hernia (CDH) for determining thoracoscopic surgery indication.
The Japanese CDH Study Group cohort was randomly divided into derivation (n = 397) and validation (n = 396) datasets. Using logistic regression, a prediction model and weighted scoring system for small diaphragmatic defects were created from derivation dataset and validated with validation dataset.
Six weighted variables were selected: no hydramnios, 1 point; 1 min Apgar score of 5-10, 1 point; apex type of the lung (left lung is detected radiographically in apex area), 1 point; oxygenation index < 8, 1 point; abdominal nasogastric tube (tip of the nasogastric tube is detected radiographically in the abdominal area), 2 points; no right-to-left flow of ductus arteriosus, 1 point. In validation dataset, rates of small diaphragmatic defects for Possible (0-3 points), Probable (4-5 points), and Definite (6-7 points) groups were 36%, 81%, and 94%, respectively (p < 0.001). Additionally, sensitivity, specificity, positive predictive value, and C statistics were 0.78, 0.79, 0.88, 0.76, and 0.45, 0.94, 0.94, 0.70 for Probable and Definite groups, respectively.
Our scoring system effectively predicted small diaphragmatic defects in infants with CDH.
开发一种用于预测先天性膈疝(CDH)婴儿小膈疝的预测评分,以确定胸腔镜手术的适应证。
日本 CDH 研究组的队列随机分为推导(n=397)和验证(n=396)数据集。使用逻辑回归,从推导数据集中创建小膈疝的预测模型和加权评分系统,并使用验证数据集进行验证。
选择了 6 个加权变量:无脑膜膨出,1 分;1 分钟 Apgar 评分为 5-10,1 分;肺尖类型(左肺在肺尖区被放射学检测到),1 分;氧合指数<8,1 分;腹部鼻胃管(鼻胃管尖端在腹部被放射学检测到),2 分;无动脉导管右向左分流,1 分。在验证数据集中,可能(0-3 分)、可能(4-5 分)和确定(6-7 分)组小膈疝的发生率分别为 36%、81%和 94%(p<0.001)。此外,可能性和确定性组的灵敏度、特异性、阳性预测值和 C 统计分别为 0.78、0.79、0.88、0.76 和 0.45、0.94、0.94、0.70。
我们的评分系统有效地预测了 CDH 婴儿的小膈疝。