股骨颈骨折患者术中血糖水平与住院时间的关系:基于MIMIC-IV数据库的回顾性研究

IF 1.6 4区 医学 Q2 SURGERY Frontiers in Surgery Pub Date : 2024-11-20 eCollection Date: 2024-01-01 DOI:10.3389/fsurg.2024.1476173
Yan Ni, Cheng-Ming Hu, Chao Li, Ting Zhang, Ying-Xue Bao
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引用次数: 0

摘要

目的:本回顾性研究旨在通过重症监护医学信息市场- iv (MIMIC-IV)数据库探讨股骨颈骨折患者术中血糖(IG)与住院时间(LOS)的关系。方法:采用广义加性模型探讨IG水平与LOS之间的关系。采用限制性三次样条曲线分析IG水平与延长的LOS(或7天LOS)之间的剂量-反应关系。采用阈值效应分析评估影响二者关联的关键点。采用受试者工作特征(ROC)曲线和决策曲线分析(DCA)来评估IG水平对LOS的预测性能。结果:共有743例股骨颈骨折患者从MIMIC-IV数据库中入选。我们发现IG与LOS(或延长的LOS/ bbb7天LOS)之间存在非线性关系。此外,即使在调整了潜在的混杂因素后,它们的关系仍然显著。阈值效应表明,当> - 137 mg/dl时,IG与延长的LOS显著相关,当> - 163 mg/dl时,IG与7天的LOS显著相关。ROC显示,IG在预测IG >为163 mg/dl的受试者7天LOS方面比预测IG >为137 mg/dl的受试者延长LOS方面具有更好的功能。此外,DCA结果显示,在临床环境中,IG在预测IG浓度为163 mg/dl的参与者的7天LOS方面可以获得有利的净收益。结论:综上所述,IG水平与LOS之间存在非线性关系。在IG水平为bb10 ~ 163 mg/dl的患者中,用IG含量预测7天的LOS bb1具有良好的功能。
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The relationship between intraoperative glucose levels and length of hospital stay in patients with a femoral neck fracture: a retrospective study based on the MIMIC-IV database.

Objective: This retrospective study aimed to explore the relationship between intraoperative glucose (IG) and the length of hospital stay (LOS) in patients with femoral neck fractures via the Medical Information Mart for Intensive Care-IV (MIMIC-IV) database.

Methods: A generalized additive model was performed to explore the relationship between IG levels and LOS. Restricted cubic spline curves were used to analyze the dose-response relationship between IG levels and prolonged LOS (or 7-day LOS). Threshold effect analysis was conducted to assess the key points influencing their association. Receiver operating characteristic (ROC) curve and decision curve analysis (DCA) were performed to evaluate the predictive performance of IG levels for LOS.

Results: A total of 743 patients with femoral neck fractures were enrolled from the MIMIC-IV database. We found that there was a non-linear relationship between IG and the LOS (or prolonged LOS/>7 days LOS). Moreover, their relationship was still significant even after adjusting for potential confounders. The threshold effect showed that IG was significantly related to a prolonged LOS when it was >137 mg/dl, and IG was significantly related to a 7-day LOS when it was >163 mg/dl. ROC showed that IG had a better function in predicting a 7-day LOS in participants with IG >163 mg/dl than in predicting a prolonged LOS among participants with IG >137 mg/dl. Moreover, the DCA results showed that IG can obtain a favorable net benefit in clinical settings in predicting a 7-day LOS among participants with IG >163 mg/dl.

Conclusions: In summary, there was a non-linear relationship between IG levels and LOS. In patients with IG levels >163 mg/dl, using IG content to predict an LOS >7 days had a good function.

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来源期刊
Frontiers in Surgery
Frontiers in Surgery Medicine-Surgery
CiteScore
1.90
自引率
11.10%
发文量
1872
审稿时长
12 weeks
期刊介绍: Evidence of surgical interventions go back to prehistoric times. Since then, the field of surgery has developed into a complex array of specialties and procedures, particularly with the advent of microsurgery, lasers and minimally invasive techniques. The advanced skills now required from surgeons has led to ever increasing specialization, though these still share important fundamental principles. Frontiers in Surgery is the umbrella journal representing the publication interests of all surgical specialties. It is divided into several “Specialty Sections” listed below. All these sections have their own Specialty Chief Editor, Editorial Board and homepage, but all articles carry the citation Frontiers in Surgery. Frontiers in Surgery calls upon medical professionals and scientists from all surgical specialties to publish their experimental and clinical studies in this journal. By assembling all surgical specialties, which nonetheless retain their independence, under the common umbrella of Frontiers in Surgery, a powerful publication venue is created. Since there is often overlap and common ground between the different surgical specialties, assembly of all surgical disciplines into a single journal will foster a collaborative dialogue amongst the surgical community. This means that publications, which are also of interest to other surgical specialties, will reach a wider audience and have greater impact. The aim of this multidisciplinary journal is to create a discussion and knowledge platform of advances and research findings in surgical practice today to continuously improve clinical management of patients and foster innovation in this field.
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