Procedural volume is linearly associated with mortality, major complications, and readmissions in patients undergoing malignant brain tumor resection

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Jane S. Han, Talia Wenger, Alexandra N. Demetriou, Jonathan Dallas, Li Ding, Gabriel Zada, William J. Mack, Frank J. Attenello
{"title":"Procedural volume is linearly associated with mortality, major complications, and readmissions in patients undergoing malignant brain tumor resection","authors":"Jane S. Han, Talia Wenger, Alexandra N. Demetriou, Jonathan Dallas, Li Ding, Gabriel Zada, William J. Mack, Frank J. Attenello","doi":"10.1007/s11060-024-04800-5","DOIUrl":null,"url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Purpose</h3><p>Improved outcomes have been noted in patients undergoing malignant brain tumor resection at high-volume centers. Studies have arbitrarily chosen high-volume dichotomous cutoffs and have not evaluated volume-outcome associations at specific institutional procedural volumes. We sought to establish the continuous association of volume with patient outcomes and identify cutoffs significantly associated with mortality, major complications, and readmissions. We hypothesized that a linear volume-outcome relationship can estimate likelihood of adverse outcomes when comparing any two volumes.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>The patient cohort was identified with ICD-10 coding in the Nationwide Readmissions Database(NRD). The association of volume and mortality, major complications, and 30-/90-day readmissions were evaluated in multivariate analyses. Volume was used as a continuous variable with two/three-piece splines, with various knot positions to reflect the best model performance, based on the Quasi Information Criterion(QIC).</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>From 2016 to 2018, 34,486 patients with malignant brain tumors underwent resection. When volume was analyzed as a continuous variable, mortality risk decreased at a steady rate of OR 0.988 per each additional procedure increase for hospitals with 1–65 cases/year(95% CI 0.982–0.993, p &lt; 0.0001). Risk of major complications decreased from 1 to 41 cases/year(OR 0.983, 95% CI 0.979–0.988, p &lt; 0.0001), 30-day readmissions from 1 to 24 cases/year(OR 0.987, 95% CI 0.979–0.995, p = 0.001) and 90-day readmissions from 1 to 23 cases/year(OR 0.989, 95% CI 0.983–0.995, p = 0.0003) and 24–349 cases/year(OR 0.9994, 95% CI 0.999–1, p = 0.01).</p><h3 data-test=\"abstract-sub-heading\">Conclusion</h3><p>In multivariate analyses, institutional procedural volume remains linearly associated with mortality, major complications, and 30-/90-day readmission up to specific cutoffs. The resulting linear association can be used to calculate relative likelihood of adverse outcomes between any two volumes.</p>","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s11060-024-04800-5","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose

Improved outcomes have been noted in patients undergoing malignant brain tumor resection at high-volume centers. Studies have arbitrarily chosen high-volume dichotomous cutoffs and have not evaluated volume-outcome associations at specific institutional procedural volumes. We sought to establish the continuous association of volume with patient outcomes and identify cutoffs significantly associated with mortality, major complications, and readmissions. We hypothesized that a linear volume-outcome relationship can estimate likelihood of adverse outcomes when comparing any two volumes.

Methods

The patient cohort was identified with ICD-10 coding in the Nationwide Readmissions Database(NRD). The association of volume and mortality, major complications, and 30-/90-day readmissions were evaluated in multivariate analyses. Volume was used as a continuous variable with two/three-piece splines, with various knot positions to reflect the best model performance, based on the Quasi Information Criterion(QIC).

Results

From 2016 to 2018, 34,486 patients with malignant brain tumors underwent resection. When volume was analyzed as a continuous variable, mortality risk decreased at a steady rate of OR 0.988 per each additional procedure increase for hospitals with 1–65 cases/year(95% CI 0.982–0.993, p < 0.0001). Risk of major complications decreased from 1 to 41 cases/year(OR 0.983, 95% CI 0.979–0.988, p < 0.0001), 30-day readmissions from 1 to 24 cases/year(OR 0.987, 95% CI 0.979–0.995, p = 0.001) and 90-day readmissions from 1 to 23 cases/year(OR 0.989, 95% CI 0.983–0.995, p = 0.0003) and 24–349 cases/year(OR 0.9994, 95% CI 0.999–1, p = 0.01).

Conclusion

In multivariate analyses, institutional procedural volume remains linearly associated with mortality, major complications, and 30-/90-day readmission up to specific cutoffs. The resulting linear association can be used to calculate relative likelihood of adverse outcomes between any two volumes.

Abstract Image

手术量与恶性脑肿瘤切除术患者的死亡率、主要并发症和再住院率呈线性关系
目的人们注意到,在高手术量中心接受恶性脑肿瘤切除术的患者治疗效果更好。研究随意选择了高手术量的二分临界值,而没有评估特定机构手术量下的手术量与预后之间的关系。我们试图确定手术量与患者预后的连续关系,并确定与死亡率、主要并发症和再入院率显著相关的临界值。我们假设,在比较任何两个手术量时,线性的手术量-结果关系可以估计不良后果的可能性。多变量分析评估了容量与死亡率、主要并发症和30/90天再入院率之间的关系。根据准信息标准(QIC),将体积作为连续变量,使用两片/三片样条,并采用不同的结点位置来反映最佳模型性能。结果从2016年到2018年,共有34486名恶性脑肿瘤患者接受了切除手术。将手术量作为连续变量进行分析时,手术量为 1-65 例/年的医院,每增加 1 例手术,死亡风险以 OR 0.988 的稳定速率下降(95% CI 0.982-0.993, p <0.0001)。主要并发症风险从 1 例/年降至 41 例/年(OR 0.983,95% CI 0.979-0.988,p <0.0001),30 天再入院风险从 1 例/年降至 24 例/年(OR 0.987,95% CI 0.979-0.995,p = 0.001),90 天再入院风险从 1 例/年降至 23 例/年(OR 0.989,95% CI 0.结论在多变量分析中,机构手术量与死亡率、主要并发症和 30/90 天再入院率呈线性相关,直至特定的临界值。由此得出的线性关系可用于计算任何两个手术量之间出现不良后果的相对可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信