Preoperative Risk Assessment for Lumbar Fusion in Patients With Diabetes: Data-Driven Stratification of HbA1c and Same Day Glucose Levels that Predict 90-Day Complication Rates.

IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY Global Spine Journal Pub Date : 2025-01-20 DOI:10.1177/21925682251315098
Chloe Farnham, Ivan Z Liu, Amil R Agarwal, Philip Parel, Theodore Quan, Wesley M Durand, Michael Raad, Amit Jain
{"title":"Preoperative Risk Assessment for Lumbar Fusion in Patients With Diabetes: Data-Driven Stratification of HbA1c and Same Day Glucose Levels that Predict 90-Day Complication Rates.","authors":"Chloe Farnham, Ivan Z Liu, Amil R Agarwal, Philip Parel, Theodore Quan, Wesley M Durand, Michael Raad, Amit Jain","doi":"10.1177/21925682251315098","DOIUrl":null,"url":null,"abstract":"<p><strong>Study designs: </strong>Retrospective Database Analysis.</p><p><strong>Objectives: </strong>Pre-operative glycemic control in diabetic patients undergoing lumbar fusion (LF) is essential for evaluating complication risk. However, current thresholds for preoperative HbA1c and same-day-glucose (SDG) are either non-specific or have low predictive power. This study uses HbA1c and SDG to provide data-driven risk stratification for 90-day major and wound complications in LF patients.</p><p><strong>Methods: </strong>Using a national database, patients undergoing LF from 2013-2022 with a recorded preoperative HbA1c and SDG level were included for analysis. Multiple HbA1c and SDG strata were identified using stratum specific likelihood ratio analysis (SSLR). Each stratum was then propensity-score matched to the lowest strata and compared using risk ratios. Significance level was set at a <i>P</i>-value <0.05.</p><p><strong>Results: </strong>12,026 patients met inclusion criteria. For 90-day major complications, SSLR identified 3 predictive HbA1c (4.5-5.4, 5.5-7.9, and 8.0+) and SDG strata (60-159, 160-239, and 240+). Following propensity-matching, the 90-day major complication risk sequentially increased for HbA1c: 5.5-7.9 (1.69; <i>P</i> = 0.001; 95% CI 1.24-2.30), 8.0+(2.31; <i>P</i> < 0.001; 95% CI 1.56-3.43). Following propensity-matching, the SDG strata similarly demonstrated sequentially increasing 90-day major complication risk: 160-239 (1.34; <i>P</i> < 0.001; 95% CI 1.18-1.54), 240+ (1.64; <i>P</i> < 0.001; 95% CI 1.31-2.05). Matched analysis demonstrated a higher relative-risk of 90-day wound complications for the 8.0+ HbA1c strata (2.23; <i>P</i> = 0.001; 95% CI 1.37-3.63) compared to the HbA1c 4.5-5.4 strata. No other strata were identified that predicted differences in 90-day wound complications.</p><p><strong>Conclusions: </strong>This study identified data-driven HbA1c and SDG strata that better risk-stratify 90-day major complications following LF. Instead of current single-value thresholds, these multiple strata may be utilized for better preoperative guidance.</p>","PeriodicalId":12680,"journal":{"name":"Global Spine Journal","volume":" ","pages":"21925682251315098"},"PeriodicalIF":2.6000,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11748129/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Global Spine Journal","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/21925682251315098","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Study designs: Retrospective Database Analysis.

Objectives: Pre-operative glycemic control in diabetic patients undergoing lumbar fusion (LF) is essential for evaluating complication risk. However, current thresholds for preoperative HbA1c and same-day-glucose (SDG) are either non-specific or have low predictive power. This study uses HbA1c and SDG to provide data-driven risk stratification for 90-day major and wound complications in LF patients.

Methods: Using a national database, patients undergoing LF from 2013-2022 with a recorded preoperative HbA1c and SDG level were included for analysis. Multiple HbA1c and SDG strata were identified using stratum specific likelihood ratio analysis (SSLR). Each stratum was then propensity-score matched to the lowest strata and compared using risk ratios. Significance level was set at a P-value <0.05.

Results: 12,026 patients met inclusion criteria. For 90-day major complications, SSLR identified 3 predictive HbA1c (4.5-5.4, 5.5-7.9, and 8.0+) and SDG strata (60-159, 160-239, and 240+). Following propensity-matching, the 90-day major complication risk sequentially increased for HbA1c: 5.5-7.9 (1.69; P = 0.001; 95% CI 1.24-2.30), 8.0+(2.31; P < 0.001; 95% CI 1.56-3.43). Following propensity-matching, the SDG strata similarly demonstrated sequentially increasing 90-day major complication risk: 160-239 (1.34; P < 0.001; 95% CI 1.18-1.54), 240+ (1.64; P < 0.001; 95% CI 1.31-2.05). Matched analysis demonstrated a higher relative-risk of 90-day wound complications for the 8.0+ HbA1c strata (2.23; P = 0.001; 95% CI 1.37-3.63) compared to the HbA1c 4.5-5.4 strata. No other strata were identified that predicted differences in 90-day wound complications.

Conclusions: This study identified data-driven HbA1c and SDG strata that better risk-stratify 90-day major complications following LF. Instead of current single-value thresholds, these multiple strata may be utilized for better preoperative guidance.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
糖尿病患者腰椎融合术的术前风险评估:预测90天并发症发生率的HbA1c和当日血糖水平数据驱动分层
研究设计:回顾性数据库分析。目的:糖尿病患者行腰椎融合术(LF)术前血糖控制是评估并发症风险的关键。然而,目前术前HbA1c和当日血糖(SDG)的阈值要么是非特异性的,要么预测能力较低。本研究使用HbA1c和SDG为LF患者90天主要并发症和伤口并发症提供数据驱动的风险分层。方法:使用国家数据库,纳入2013-2022年术前记录HbA1c和SDG水平的LF患者进行分析。使用地层特定似然比分析(SSLR)识别多个HbA1c和SDG地层。然后将每个地层的倾向值与最低地层相匹配,并使用风险比进行比较。结果:12026例患者符合纳入标准。对于90天的主要并发症,SSLR确定了3个预测HbA1c(4.5-5.4, 5.5-7.9和8.0+)和SDG(60-159, 160-239和240+)。倾向匹配后,HbA1c的90天主要并发症风险依次增加:5.5-7.9 (1.69;P = 0.001;95% ci 1.24-2.30), 8.0+(2.31;P < 0.001;95% ci 1.56-3.43)。在倾向匹配之后,SDG地层同样显示出90天主要并发症风险依次增加:160-239 (1.34;P < 0.001;95% ci 1.18-1.54), 240+ (1.64;P < 0.001;95% ci 1.31-2.05)。匹配分析显示,HbA1c 8.0+的患者90天伤口并发症的相对风险更高(2.23;P = 0.001;95% CI 1.37-3.63),而HbA1c为4.5-5.4。未发现其他分层预测90天伤口并发症的差异。结论:该研究确定了数据驱动的HbA1c和SDG分层,可以更好地对LF后90天主要并发症进行风险分层。代替目前的单值阈值,这些多层可以用于更好的术前指导。
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 去求助
来源期刊
Global Spine Journal
Global Spine Journal Medicine-Surgery
CiteScore
6.20
自引率
8.30%
发文量
278
审稿时长
8 weeks
期刊介绍: Global Spine Journal (GSJ) is the official scientific publication of AOSpine. A peer-reviewed, open access journal, devoted to the study and treatment of spinal disorders, including diagnosis, operative and non-operative treatment options, surgical techniques, and emerging research and clinical developments.GSJ is indexed in PubMedCentral, SCOPUS, and Emerging Sources Citation Index (ESCI).
期刊最新文献
Are Randomized Trials Better? Comparison of Baseline Covariate Balance of a Propensity Score-Balanced Lumbar Spine IDE Trial and Comparable RCTs. Correlation Between Facet Tropism and Ossification of the Posterior Longitudinal Ligament in the Cervical Spine. Frontline Voice: AO Spine Member Survey Regarding Spine Oncology Knowledge Generation and Translation Needs. Letter re: "Are Variable Screw Angle Change and Screw-To-Vertebral Body Ratio Associated with Radiographic Subsidence Following Anterior Cervical Discectomy and Fusion?" Risk Factors Preventing Identification of the Microorganism Causing Vertebral Osteomyelitis.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1