Chimukangara Munyaradzi, Helm Melissa C, Frelich Matthew J, Bosler Matthew E, Rein Lisa E, Szabo Aniko, Gould Jon C
Division of General Surgery, Department of Surgery, Medical College of Wisconsin, 9200 West Wisconsin Avenue, Milwaukee, WI, 53226, USA.
Department of Biostatistics, Medical College of Wisconsin, Milwaukee, WI, USA.
Surg Endosc. 2017 Jun;31(6):2509-2519. doi: 10.1007/s00464-016-5253-7. Epub 2016 Oct 3.
Frailty is a measure of physiologic reserve associated with increased vulnerability to adverse outcomes following surgery in older adults. The 'accumulating deficits' model of frailty has been applied to the NSQIP database, and an 11-item modified frailty index (mFI) has been validated. We developed a condensed 5-item frailty index and used this to assess the relationship between frailty and outcomes in patients undergoing paraesophageal hernia (PEH) repair.
The NSQIP database was queried for ICD-9 and CPT codes associated with PEH repair. Subjects ≥60 years who underwent PEH repair between 2011 and 2013 were included. Five of the 11 mFI items present in the NSQIP data on the most consistent basis were selected for the condensed index. Univariate and multivariate logistic regressions were used to determine the validity of the 5-item mFI as a predictor of postoperative mortality, complications, readmission, and non-routine discharge.
A total of 3711 patients had data for all variables in the 5-item index, while 885 patients had complete data to calculate the 11-item mFI. After controlling for competing risk factors, including age, ASA score, wound classification, surgical approach, and procedure timing (emergent vs non-emergent), we found the 5-item mFI remained predictive of 30-day mortality and patients being discharged to a location other than home (p < 0.05). A weighted Kappa was calculated to assess agreement between the 5-item and 11-item mFI and was found to be 0.8709 (p < 0.001).
Frailty, as assessed by the 5-item mFI, is a reasonable alternative to the 11-item mFI in patients undergoing PEH repair. Utilization of the 5-item mFI allows for a significantly increased sample size compared to the 11-item mFI. Further study is necessary to determine whether the condensed 5-item mFI is a valid measure to assess frailty for other types of surgery.
衰弱是一种生理储备指标,与老年患者术后不良结局的易感性增加相关。衰弱的“累积缺陷”模型已应用于国家外科质量改进计划(NSQIP)数据库,且一个11项的改良衰弱指数(mFI)已得到验证。我们开发了一个精简的5项衰弱指数,并使用它来评估衰弱与接受食管旁疝(PEH)修补术患者结局之间的关系。
查询NSQIP数据库中与PEH修补术相关的国际疾病分类第九版(ICD-9)和现行程序编码(CPT)。纳入2011年至2013年间接受PEH修补术的60岁及以上受试者。基于NSQIP数据中最一致出现的11个mFI项目中的5个来选择用于精简指数。使用单因素和多因素逻辑回归来确定5项mFI作为术后死亡率、并发症、再入院和非常规出院预测指标的有效性。
共有3711例患者有5项指数中所有变量的数据,而885例患者有完整数据来计算11项mFI。在控制了包括年龄、美国麻醉医师协会(ASA)评分、伤口分类、手术方式和手术时机(急诊与非急诊)等竞争风险因素后,我们发现5项mFI仍然可预测30天死亡率以及患者出院时是否前往非家庭场所(p<0.05)。计算加权卡帕值以评估5项和11项mFI之间的一致性,结果为0.8709(p<0.001)。
对于接受PEH修补术的患者,通过5项mFI评估的衰弱是11项mFI的合理替代指标。与11项mFI相比,使用5项mFI可显著增加样本量。有必要进一步研究以确定精简的5项mFI是否是评估其他类型手术衰弱的有效指标。