Existing Predictive Models for Postoperative Pulmonary Complications Perform Poorly in a Head and Neck Surgery Population

被引:8
|
作者
Wood, C. Burton [1 ]
Shinn, Justin R. [1 ]
Rees, Andrew B. [2 ]
Patel, Priyesh N. [1 ]
Freundlich, Robert E. [3 ]
Smith, Derek K. [4 ,5 ]
McEvoy, Matthew D. [3 ]
Rohde, Sarah L. [1 ]
机构
[1] Vanderbilt Univ, Med Ctr, Dept Otolaryngol Head & Neck Surg, 1215 21st Ave South, Nashville, TN 37235 USA
[2] Vanderbilt Univ, Sch Med, Nashville, TN 37212 USA
[3] Vanderbilt Univ, Med Ctr, Dept Anesthesiol, 1215 21st Ave South, Nashville, TN USA
[4] Vanderbilt Univ, Med Ctr, Dept Biomed Informat, 1215 21st Ave South, Nashville, TN USA
[5] Vanderbilt Univ, Med Ctr, Dept Oral & Maxillofacial Surg, 1215 21st Ave South, Nashville, TN USA
关键词
Microvascular free flap reconstruction; Post-operative complications; Risk stratification; Predictive algorithms; MULTIFACTORIAL RISK INDEX; VALIDATION; TRACHEOSTOMY; ASSOCIATION; VENTILATION; PNEUMONIA; SCORE;
D O I
10.1007/s10916-019-1435-x
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Postoperative pulmonary complications (PPCs) are common following major surgical procedures. Risk stratification tools have been developed to identify patients at risk for PPCs. While otolaryngology cases were included in the development of common predictive tools, they comprised small percentages in each tool. It is unclear how these tools perform in patients undergoing major head and neck surgery with free flap reconstruction. This retrospective review studied all free flap reconstructions in head and neck surgery over a 12-year period at a single institution in the southeastern US. Baseline demographic and medical information were included for each case. All cases were reviewed for development of major PPCs, including pneumonia and respiratory failure. The cohort underwent risk stratification using the ARISCAT and Gupta pulmonary risk indices. Performance of these predictive models for head and neck surgery was determined through receiver-operator curve comparison. 794 patients were identified with a median age of 62 years (IQR 41-83). Sixty-five percent were male. Forty-three (5.4%) developed pneumonia, 23 patients developed respiratory failure (2.9%), and 38 patients developed both (4.8%), resulting in a total PPC proportion of 13.1% (n = 104). Both ARISCAT and Gupta pulmonary risk indices demonstrated low discrimination to predict PPCs in head and neck free flap reconstruction, with areas under the curve of 0.60 and 0.65, respectively. Two major indices for prediction of postoperative pulmonary complications do not accurately identify risk in patients undergoing major head and neck surgery. Further studies are needed to develop predictive tools for PPCs in this high-risk population.
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页数:7
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