Development and validation of a nomogram for predicting self-propelled postpyloric placement of spiral nasoenteric tube in the critically ill: Mixed retrospective and prospective cohort study

被引:11
|
作者
Hu, Linhui [1 ]
Nie, Zhiqiang [2 ]
Zhang, Yichen [3 ]
Zhang, Yanlin [4 ]
Ye, Heng [5 ]
Chi, Ruibin [6 ]
Hu, Bei [7 ]
Lv, Bo [7 ]
Chen, Lifang [7 ]
Zhang, Xiunong [7 ]
Wang, Huajun [7 ]
Chen, Chunbo [1 ]
机构
[1] Guangdong Acad Med Sci, Guangdong Gen Hosp, Guangdong Cardiovasc Inst, Dept Intens Care,Unit Cardiovasc Surg, 96 Dongchuan Rd, Guangzhou 510080, Guangdong, Peoples R China
[2] Guangdong Acad Med Sci, Guangdong Prov Key Lab South China Struct Heart D, Guangdong Cardiovasc Inst, Dept Epidemiol,Guangdong Gen Hosp, 106 ZhongshanEr Rd, Guangzhou 510080, Guangdong, Peoples R China
[3] Jinan Univ, Med Coll, Guangzhou Red Cross Hosp, Dept Intens Care Unit, 396 Tongfuzhong Rd, Guangzhou 510220, Guangdong, Peoples R China
[4] Xinjiang Kashgar Reg First Peoples Hosp, Dept Crit Care Med, 66 Airport Rd, Kashgar Region 844099, Xinjiang, Peoples R China
[5] Guangzhou Nansha Cent Hosp, Dept Crit Care Med, 105 Fengzhedong Rd, Guangzhou 511457, Guangdong, Peoples R China
[6] Xiaolan Peoples Hosp Zhongshan, Dept Crit Care Med, 65 Jucheng Rd, Zhongshan 528415, Guangdong, Peoples R China
[7] Guangdong Acad Med Sci, Guangdong Gen Hosp, Dept Crit Care Med, 106 Zhongshan Er Rd, Guangzhou 510080, Guangdong, Peoples R China
基金
芬兰科学院;
关键词
Prediction nomogram; Postpyloric placement; Spiral nasoenteric tube; Critically ill; APACHE-II; MULTICENTER; NUTRITION; GUIDELINES; SOCIETY; SEPSIS; SYSTEM; INJURY;
D O I
10.1016/j.clnu.2018.12.008
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Background & aims: Equipment aided or experience-dependent methods for postpyloric nasoenteric tube placement are not so readily accessible in the critically ill setting. Self-propelled postpyloric placement of a spiral nasoenteric tube can serve as an alternative approach. However, the success rate of this method is relatively low despite using prokinetics. This study aims to develop a user-friendly nomogram incorporating clinical markers to individually predict the probability of successful postpyloric nasoenteric tube placement and facilitate intensivists with improved decision-making before tube insertion. Methods: Patients consecutively recruited in the stage between May 2012 through December 2016 constituted the development cohort for retrospective analysis to internally test the nomogram, and patients in the stage between January 2017 through March 2018 constituted the validation cohort for prospective analysis to external validate the nomogram. A multivariate logistic regression analysis was firstly performed in the development cohort by a backward stepwise method to identify the best-fit model, from which a nomogram was obtained. The nomogram was validated in the independent external validation cohort concerning discrimination, calibration. A decision curve analysis was also performed to evaluate the net benefit of insertion decision with the nomogram. Results: A total of 364 and 119 patients, 52.7% and 55.5% with successful postpyloric placement, were included in the development and validation cohort, respectively. Predictors contained in the prediction nomogram included primary diagnosis, APACHE II score, AGI grade. The derived model showed good discrimination, with an area under the receiver operating characteristic curve (AUROC) of 0.809 (95%CI, 0.765-0.853) and good calibration. Application of the nomogram in the validation cohort also gave good discrimination with an AUROC of 0.776 (95%CI, 0.694-0.859) and good calibration. The decision curve analysis of the nomogram provided better net benefit than the alternate options (insert-all or insert-none). Conclusions: A prediction nomogram that incorporates primary diagnosis, together with APACHE II score and AGI grade can be conveniently used to facilitate the pre-insertion individualized prediction of postpyloric nasoenteric tube placement in critically ill patients. (C) 2018 The Author(s). Published by Elsevier Ltd.
引用
收藏
页码:2799 / 2805
页数:7
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