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急性胰腺炎患儿肠内营养喂养不耐受的因素分析及风险预测模型的建立OACSTPCD

Factor analysis and risk prediction model establishment of enteral nutrition feeding intolerance in children with acute pancreatitis

中文摘要英文摘要

目的 通过分析急性胰腺炎(AP)患儿发生肠内营养喂养不耐受(ENFI)的影响因素,建立ENFI发生风险预测模型.方法 采取目的抽样法收集2017 年6 月—2020 年6 月南京医科大学附属儿童医院消化科收治的AP患儿401 例为研究对象,采用7∶3比例随机分为建模组280 例和验证组 121 例,建模组根据是否发生ENFI分为ENFI亚组113 例和非ENFI亚组167 例.收集临床资料,采用单因素与多因素Logistic回归分析AP患儿发生ENFI的影响因素;采用R软件构建预测AP患儿发生ENFI的列线图模型,并评估模型预测效能.结果 ENFI亚组患儿的腹内压(IAP)≤20 cmH2 O、APACHEⅡ评分≤20 分、血清Alb水平>25 g/L、肠内营养开始时间≤72 h、CVP≤12 cmH2 O的比例均小于非ENFI亚组(χ2/P =8.450/0.004、7.453/0.006、8.717/0.003、8.551/0.003、6.771/0.009),未添加可溶性纤维比例大于非ENFI亚组(χ2/P =7.448/0.006);多因素Logistic回归分析显示,IAP>20 cmH2 O、未添加可溶性纤维、血清Alb水平≤25 g/L、肠内营养开始时间>72 h、CVP>12 cmH2 O是影响AP患儿发生ENFI的独立危险因素[OR(95%CI)=2.111(1.139~3.913)、2.019(1.036~3.935)、1.989(1.081~3.660)、1.907(1.032~3.524)、2.112(1.170~3.812)],并构建列线图模型;建模组的验证结果显示,ROC曲线下面积(AUC)为 0.886(95%CI 0.850~0.922),模型预测AP患儿发生ENFI风险与实际风险具有较好的一致性.外部验证的AUC为0.890(95%CI 0.853~0.926),模型预测AP患儿发生ENFI风险与实际风险具有较好的一致性(χ2 =6.130,P =0.419).结论 基于IAP>20 cmH2 O、未添加可溶性纤维、血清Alb水平≤25 g/L、肠内营养开始时间>72 h、CVP>12 cmH2 O构建AP患儿发生ENFI的预测模型具有较好的预测价值,可为早期预测AP患儿ENFI的发生风险提供参考.

Objective To establish a risk prediction model for enteral nutrition feeding intolerance(ENFI)in chil-dren with acute pancreatitis(AP)by analyzing the influencing factors.Methods A purposive sampling method was used to collect 401 children with acute pancreatitis admitted to Department of Gastroenterology,Children's Hospital Affiliated to Nanjing Medical University from June 2017 to June 2020 as the research subjects.They were divided into 280 cases in mod-eling groups and 121 cases in validation groups using a random number table method.The modeling group was separated into ENFI subgroup(n=113)and non-ENFI subgroup(n=167)based on whether ENFI occurred.Clinicaldata were collected,univariate and multivariate Logistic regression were applied to analyze the influencing factors of ENFI in children with AP;R software was applied to construct a column chart model for predicting ENFI in children with AP,and the predictive perform-ance of the model was evaluated.Results The proportions of infants with IAP≤20 cmH2 O,APACHEⅡscore≤20,serum Alb level>25 g/L,enteralnutrition start time≤72 h,and CVP≤12 cmH2 O in the ENFI subgroup were lower than those in the non-ENFI subgroup(χ2/P=8.450/0.004,7.453/0.006,8.717/0.003,8.551/0.003,6.771/0.009),while the proportion of no addi-tion of soluble fiber was higher than non-ENFI subgroup(χ2/P= 7.448/0.006);multivariate Logistic regression analysis showed that abdominal pressure>20 cmH2O,no addition of soluble fiber,serum Alb level≤25 g/L,enteral nutrition start time>72 hours,and centralvenous pressure>12 cmH2O were independent risk factors for ENFI in AP children[OR(95%CI)= 2.111(1.139-3.913),2.019(1.036-3.935),1.989(1.081-3.660),1.907(1.032-3.524),2.112(1.170-3.812)];the validation re-sults of the modeling group showed that the area under the ROC curve(AUC)was 0.886(95%CI0.850-0.922),indicated good consistency between the predicted risk of ENFI in AP patients and the actual risk.The AUC for external validation was 0.890(95%CI0.853-0.926),and the model predicted a good consistency between the risk of ENFI in AP patients and the actual risk(χ2=6.130,P=0.419).Conclusion Abdominal pressure>20 cmH2 O,no addition of soluble fiber,serum Alb level≤25 g/L,enteralnutrition start time>72 hours,and centralvenous pressure>12 cmH2 O are independent risk factors affecting the occurrence of ENFI in children with AP.The prediction model constructed based on this has good predictive value and can provide reference for early prediction of the risk of ENFI in children with AP.

张玉;徐邦红;胡国瑞;黄艳

210008 南京医科大学附属儿童医院消化科

临床医学

急性胰腺炎肠内营养喂养不耐受风险预测模型列线图儿童

Acute pancreatitisEnteral nutrition feeding intoleranceRisk prediction modelNomogramChildren

《疑难病杂志》 2024 (005)

575-580 / 6

南京市2018 年度医疗卫生试点项目(201823016) 2018 Nanjing Medical and Health Pilot Project(201823016)

10.3969/j.issn.1671-6450.2024.05.013

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