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中国漏斗胸患儿的行为障碍:一项倾向评分匹配的回顾性队列研究和风险预测模型。

Behavioural disorders in children with pectus excavatum in China: a retrospective cohort study with propensity score matching and risk prediction model.

机构信息

Department of Cardiothoracic Surgery, Children's Hospital of Chongqing Medical University, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China.

China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Chongqing, China.

出版信息

Eur J Cardiothorac Surg. 2019 Sep 1;56(3):596-603. doi: 10.1093/ejcts/ezz038.

Abstract

OBJECTIVES

Surgical repair of pectus excavatum is typically carried out immediately prior to puberty. However, at the time of surgery, some psychosocial issues, such as behavioural disorders may already have developed and the likelihood of these psychosocial disorders resolving after surgery is unclear. For this reason, some surgeons choose to perform surgical repair at an earlier age in some children. The study retrospectively compares the rate of behavioural disorders in children undergoing the Nuss procedure at 4 vs. 10 years of age. We also attempted to develop a model to predict the risk of behavioural disorders in 10 year-old patients.

METHODS

The current study included children receiving Nuss procedure for pectus excavatum at either 4 or 10 years of age. The presence/absence of behavioural disorder was assessed preoperatively, and in the third year, after removal of the bar. A propensity score matching (PSM) analysis was conducted to reduce the potential for confounding by baseline factors. Multivariable logistic regression was conducted to establish a model to predict the risk of behavioural disorders in the third year after the removal of the bar. The model was accessed by discrimination and calibration. A formula and a nomogram were developed based on the results.

RESULTS

The number of patients in each group was 45 after PSM. The rate of behavioural disorders at the baseline was significantly higher in the children undergoing Nuss procedure at 10 years of age [36% vs 20%, odds ratio (OR) 2.21, 95% confidence interval (CI) 0.85-5.72; P = 0.157]. The rate of behavioural disorders in the third year after the removal of the bar was 36% and 18% in children undergoing surgery at 10 and 4 years of age, respectively (OR 2.55, 95% CI 0.96-6.79; P = 0.094). The rate of persistent behavioural disorders, defined as continuing to have behavioural disorders in the third year after the removal of the bar in those with behavioural disorders at the baseline, was 88% vs 56% (OR 3.47, 95% CI 0.56-21.36; P = 0.204). Two patients (4%) relapsed in each group. A risk prediction model by variables of gender, Haller index, pulmonary function and score of Child Behaviour Checklist at the baseline was provided.

CONCLUSIONS

The rate of behavioural disorders was considerably lower in children who underwent the Nuss procedure at 4 years of age than at 10 years of age. Behavioural disorders may not readily resolve after surgery. Performing surgery at an early age rather than just before puberty may be better for psychosocial development. Psychosocial aid is necessary in addition to surgery to address behavioural disorders.

摘要

目的

漏斗胸的手术修复通常在青春期前进行。然而,在手术时,一些心理社会问题,如行为障碍可能已经出现,并且手术后这些心理社会障碍是否会得到解决尚不清楚。出于这个原因,一些外科医生选择在一些儿童中更早地进行手术修复。本研究回顾性比较了 4 岁和 10 岁儿童行 Nuss 手术时行为障碍的发生率。我们还试图建立一个模型来预测 10 岁患者发生行为障碍的风险。

方法

本研究纳入了在 4 岁或 10 岁接受 Nuss 手术治疗漏斗胸的儿童。术前评估行为障碍的存在/不存在,在去除棒后第 3 年评估。采用倾向评分匹配(PSM)分析来降低基线因素混杂的可能性。采用多变量逻辑回归建立预测去除棒后第 3 年行为障碍风险的模型。通过判别和校准来评估该模型。根据结果制定了一个公式和一个诺莫图。

结果

PSM 后每组患者人数为 45 例。10 岁行 Nuss 手术的患儿基线时行为障碍发生率显著较高[36%比 20%,优势比(OR)2.21,95%置信区间(CI)0.85-5.72;P=0.157]。去除棒后第 3 年,行手术治疗的患儿中分别有 36%和 18%出现行为障碍(OR 2.55,95%CI 0.96-6.79;P=0.094)。在基线时存在行为障碍的患儿中,定义为去除棒后第 3 年仍存在行为障碍的持续性行为障碍发生率为 88%比 56%(OR 3.47,95%CI 0.56-21.36;P=0.204)。每组各有 2 例(4%)患儿复发。提供了一个基于基线时性别、Haller 指数、肺功能和儿童行为检查表评分的变量的风险预测模型。

结论

4 岁行 Nuss 手术的患儿行为障碍发生率明显低于 10 岁患儿。行为障碍可能不会在手术后很快得到解决。与仅在青春期前进行手术相比,早期手术可能更有利于心理社会发育。除手术外,还需要进行心理社会援助以解决行为障碍。

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