Utilization of informatics for integrating biology and the bedside to access preliminary outcome data of post-operative complication of spine surgery associated with diabetes mellitus

Tomoko Tanaka, A. Mosa, N. Litofsky
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引用次数: 1

Abstract

Study Design: Retrospective Study Objective: To evaluate the utility of Informatics for Integrating Biology and the Bedside database (i2b2) of University of Missouri in comparing post-operative outcomes after spinal surgery of patients with Diabetes Mellitus (DM) to those without. Summary of background data: Studies in cardiovascular surgery, orthopedic surgery, and spine surgery have shown an association of poor preoperative hyperglycemia control with worse outcomes. However, the details of that association are not well described. Outcomes of spine surgery gleaned from nationwide databases are not universally available; some require significant costs, while others are not always available to all investigators. Informatics for Integrating Biology and the Bedside (i2b2) is a National Institutes of Health -sponsored National Center for Biomedical Computing developed for researchers to search electronic medical records for de-identified patient data to facilitate research investigations. Methods: The Informatics for Integrating Biology and the Bedside (i2b2) database of University of Missouri was queried for various spine surgeries using categories of Non-DM patients, DM patients, and complications. Results: Between Jan. 1, 2000 and Sept. 30, 2015 a total of 26009 spine surgeries were performed at University of Missouri Health Care. Diabetes Mellitus (DM) was not present in 20834, with 5175 had DM. DM patients had a twofold higher incidence of wound infection, Deep Venous Thrombosis, and Urinary Tract Infection. Pulmonary Embolism and myocardial infarction were 3 times more common in DM. Stroke rate was 3.9 more likely in DM. Overall, comorbidities were 2.4 fold higher in DM. The estimated time to acquire the above data was 8 hours. Conclusions: Informatics for Integrating Biology and the Bedside is an excellent tool to extract preliminary data to develop hypothesis, test hypothesis, and gather preliminary report in a reasonable period of time. De-identified data allows researchers to perform acquire data without IRB approval.
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应用信息学方法整合生物学和床边数据获取脊柱手术合并糖尿病术后并发症的初步结局数据
研究设计:回顾性研究目的:评价信息学整合生物学和密苏里大学床边数据库(i2b2)在比较糖尿病(DM)患者和非糖尿病患者脊柱手术后预后方面的作用。背景资料总结:心血管外科、骨科和脊柱外科的研究表明术前高血糖控制不良与预后较差有关。然而,这种联系的细节并没有被很好地描述。从全国数据库收集的脊柱手术结果并不是普遍可用的;有些需要大量的费用,而另一些并不总是对所有的研究人员可用。整合生物学和床边信息学(i2b2)是由美国国立卫生研究院(nih)资助的国家生物医学计算中心,为研究人员开发,用于搜索电子医疗记录中去识别的患者数据,以促进研究调查。方法:以非糖尿病患者、糖尿病患者和并发症分类,查询密苏里大学整合生物学和床边信息学(i2b2)数据库中各种脊柱手术的信息。结果:2000年1月1日至2015年9月30日期间,密苏里大学医疗保健中心共进行了26009例脊柱手术。20834例患者无糖尿病(DM), 5175例患者有DM。DM患者伤口感染、深静脉血栓形成和尿路感染的发生率高出两倍。肺动脉栓塞和心肌梗死在糖尿病患者中是糖尿病患者的3倍,卒中发生率是糖尿病患者的3.9倍。总体而言,糖尿病患者的合并症是糖尿病患者的2.4倍。获得上述数据的估计时间为8小时。结论:整合生物学与床边的信息学是在合理的时间内提取初步数据以发展假设、检验假设和收集初步报告的优秀工具。去识别数据允许研究人员在没有IRB批准的情况下执行获取数据。
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