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两个时代的故事:从电子健康记录中挖掘大数据以确定足病学的肢体挽救率

A Tale of Two Eras: Mining Big Data from Electronic Health Records to Determine Limb Salvage Rates with Podiatry.

作者信息

Schmidt Brian M, Holmes Crystal M, Ye Wen, Pop-Busui Rodica

机构信息

Michigan Medicine, Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, Domino's Farms (Lobby C, Suite 1300) 24 Frank Lloyd Wright Drive Ann Arbor, Michigan 48106, United States.

University of Michigan School of Public Health, M2515 SPH II, 1415 Washington Heights Ann Arbor, Michigan 48109, United States.

出版信息

Curr Diabetes Rev. 2019;15(6):497-502. doi: 10.2174/1573399814666181017104818.

Abstract

AIMS/HYPOTHESIS: Diabetic foot complications remain very prevalent in the US and worldwide, and a major risk for devastating amputations. We evaluated the impact of establishing a fully integrated and specialized Podiatry service into a large tertiary academic health system to implement structured and targeted preventative foot care on limb salvage rates.

METHODS

Cross-sectional cohorts' data mining analysis was conducted of all encounters for diabetes and any foot complications between 2000-2005 and 2010-2015, preceding and after full implementation of podiatry service, respectively. The primary outcome was the change in major non-traumatic lower extremity amputations. Secondary outcomes included minor non-traumatic lower extremity amputations, other diabetic foot complications, limb salvage procedures as documented by procedural coding, and location (outpatient, inpatient, ED) of service rendered.

RESULTS

We analyzed 100 million patient encounters that met the above criteria. Compared with the initial cohort, integration of specialized podiatry services resulted in a significant decrease in the number of major amputations from 127 to 85/year (p<0.05), and halved the amputations rate from 0.004% to 0.002% (p<0.05). Rates of minor lower extremity amputations remained unchanged (p>0.10), while the rates of preventative procedures including foot ulcer debridement doubled (0.0002% to 0.0004% ; p<0.03). Diagnoses of diabetic foot complications increased significantly (p<0.05) and shifted toward the outpatient setting.

CONCLUSION

Full integration of specialized Podiatry service led to a significant decrease in major amputation rates, supporting teamwork between podiatry and diabetes health-care providers is essential to performing timely diabetic foot complications management, preventative procedures leading to limb salvage, and a shift in the care location.

摘要

目的/假设:糖尿病足并发症在美国和全球范围内仍然非常普遍,是导致严重截肢的主要风险因素。我们评估了在一个大型三级学术医疗系统中建立完全整合的专业足病科服务,以实施结构化和有针对性的足部预防护理对肢体挽救率的影响。

方法

分别对2000 - 2005年和2010 - 2015年在足病科服务全面实施之前和之后,所有糖尿病及任何足部并发症患者的就诊数据进行横断面队列数据挖掘分析。主要结局是重大非创伤性下肢截肢的变化。次要结局包括轻微非创伤性下肢截肢、其他糖尿病足并发症、通过手术编码记录的肢体挽救手术以及服务提供地点(门诊、住院、急诊)。

结果

我们分析了符合上述标准的1亿次患者就诊情况。与初始队列相比,专业足病科服务的整合使重大截肢数量从每年127例显著减少至85例(p<0.05),截肢率从0.004%降至0.002%,减半(p<0.05)。轻微下肢截肢率保持不变(p>0.10),而包括足部溃疡清创在内的预防手术率翻倍(从0.0002%升至0.0004%;p<0.03)。糖尿病足并发症的诊断显著增加(p<0.05),且转向门诊环境。

结论

专业足病科服务的全面整合导致重大截肢率显著降低,支持足病科与糖尿病医疗服务提供者之间的团队合作对于及时管理糖尿病足并发症、实施导致肢体挽救的预防手术以及护理地点的转变至关重要。

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