Chloe Farnham, Ivan Z Liu, Amil R Agarwal, Philip Parel, Theodore Quan, Wesley M Durand, Michael Raad, Amit Jain
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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. 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引用次数: 0
摘要
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。
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.
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.
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).