Prospective Comparison of Preoperative Predictive Performance Between 3 Leading Frailty Instruments

医学 前瞻性队列研究 百分位 曲线下面积 不利影响 预测效度 队列 队列研究 试验预测值 内科学 临床心理学 统计 数学
作者
Daniel I. McIsaac,Emma P. Harris,Emily Hladkowicz,Husein Moloo,Manoj M. Lalu,Gregory L. Bryson,Allen Huang,John Joanisse,Gavin M. Hamilton,Alan J. Forster,Carl van Walraven
出处
期刊:Anesthesia & Analgesia [Lippincott Williams & Wilkins]
卷期号:131 (1): 263-272 被引量:77
标识
DOI:10.1213/ane.0000000000004475
摘要

BACKGROUND: Guidelines recommend routine preoperative frailty assessment for older people. However, the degree to which frailty instruments improve predictive accuracy when added to traditional risk factors is poorly described. Our objective was to measure the accuracy gained in predicting outcomes important to older patients when adding the Clinical Frailty Scale (CFS), Fried Phenotype (FP), or Frailty Index (FI) to traditional risk factors. METHODS: This was an analysis of a multicenter prospective cohort of elective noncardiac surgery patients ≥65 years of age. Each frailty instrument was prospectively collected. The added predictive performance of each frailty instrument beyond the baseline model (age, sex, American Society of Anesthesiologists’ score, procedural risk) was estimated using likelihood ratio test, discrimination, calibration, explained variance, and reclassification. Outcomes analyzed included death or new disability, prolonged length of stay (LoS, >75th percentile), and adverse discharge (death or non-home discharge). RESULTS: We included 645 participants (mean age, 74 [standard deviation, 6]); 72 (11.2%) participants died or experienced a new disability, 164 (25.4%) had prolonged LoS, and 60 (9.2%) had adverse discharge. Compared to the baseline model predicting death or new disability (area under the curve [AUC], 0.67; R 2 , 0.08, good calibration), prolonged LoS (AUC, 0.73; R 2 , 0.18, good calibration), and adverse discharge (AUC, 0.78; R 2 , 0.16, poor calibration), the CFS improved fit per the likelihood ratio test ( P < .02 for death or new disability, <.001 for LoS, <.001 for discharge), discrimination (AUC = 0.71 for death or new disability, 0.76 for LoS, 0.82 for discharge), calibration (good for death or new disability, LoS, and discharge), explained variance ( R 2 = 0.11 for death or new disability, 0.22 for LoS, 0.25 for discharge), and reclassification (appropriate directional reclassification) for all outcomes. The FP improved discrimination and R 2 for all outcomes, but to a lesser degree than the CFS. The FI improved discrimination for death or new disability and R 2 for all outcomes, but to a lesser degree than the CFS and the FP. These results were consistent in internal validation. CONCLUSIONS: Frailty instruments provide meaningful increases in accuracy when predicting postoperative outcomes for older people. Compared to the FP and FI, the CFS appears to improve all measures of predictive performance to the greatest extent and across outcomes. Combined with previous research demonstrating that the CFS is easy to use and requires less time than the FP, clinicians should consider its use in preoperative practice.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Hello应助积极的夏天采纳,获得10
1秒前
2秒前
2333完成签到 ,获得积分10
2秒前
情怀应助愉快彩虹采纳,获得10
2秒前
完美世界应助田田田田采纳,获得10
3秒前
3秒前
NexusExplorer应助无限的宫苴采纳,获得10
3秒前
机灵饼干完成签到,获得积分10
3秒前
白踏歌发布了新的文献求助10
3秒前
3秒前
落后谷兰发布了新的文献求助10
4秒前
小灰发布了新的文献求助200
4秒前
李健应助u深度采纳,获得10
4秒前
星辰大海应助学习采纳,获得10
4秒前
5秒前
田様应助xinyike采纳,获得10
6秒前
6秒前
陈y完成签到 ,获得积分10
6秒前
7秒前
jidong发布了新的文献求助10
7秒前
学到疯魔完成签到,获得积分10
7秒前
玄颂完成签到,获得积分10
7秒前
8秒前
思源应助liuxianglin2006采纳,获得50
8秒前
9秒前
zhonglv7应助oolong采纳,获得10
10秒前
10秒前
一点发布了新的文献求助10
11秒前
研友_VZG7GZ应助白踏歌采纳,获得20
11秒前
晚若旧发布了新的文献求助10
12秒前
12秒前
yff发布了新的文献求助10
12秒前
莫封叶发布了新的文献求助30
12秒前
可爱的函函应助落后谷兰采纳,获得10
13秒前
13秒前
Dominic7888完成签到,获得积分10
13秒前
烯烃完成签到,获得积分10
13秒前
14秒前
14秒前
老实的采蓝完成签到,获得积分10
14秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
A Half Century of the Sonogashira Reaction 1000
Pipeline and riser loss of containment 2001 - 2020 (PARLOC 2020) 1000
World Nuclear Fuel Report: Global Scenarios for Demand and Supply Availability 2025-2040 800
The Social Work Ethics Casebook: Cases and Commentary (revised 2nd ed.).. Frederic G. Reamer 600
Extreme ultraviolet pellicle cooling by hydrogen gas flow (Conference Presentation) 500
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 内科学 生物化学 物理 计算机科学 纳米技术 遗传学 基因 复合材料 化学工程 物理化学 病理 催化作用 免疫学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 5169002
求助须知:如何正确求助?哪些是违规求助? 4360389
关于积分的说明 13576138
捐赠科研通 4207207
什么是DOI,文献DOI怎么找? 2307389
邀请新用户注册赠送积分活动 1306942
关于科研通互助平台的介绍 1253600