Development of a predictive model for assessing the risk factors associated with recurrence following surgical treatment of chronic subdural hematoma.

IF 1.6 4区 医学 Q2 SURGERY
Frontiers in Surgery Pub Date : 2024-10-25 eCollection Date: 2024-01-01 DOI:10.3389/fsurg.2024.1429128
Min Chen, Longbiao Da, Qingchao Zhang, Jie Liu, Jian Tang, Zhengjiang Zha
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引用次数: 0

Abstract

Background: Chronic subdural hematoma (CSDH) is a common disease in neurosurgery. Although many studies have investigated the factors affecting the recurrence of CSDH, no comprehensive prediction model has been established for the risk effect of postoperative recurrence of the disease.

Objective: This study aims to collect and analyze the data of CSDH patients treated in our hospital to determine the influence of preoperative, postoperative and treatment factors on the recurrence of CSDH, and to establish a corresponding prediction model to provide neurosurgeons with more accurate basis for identifying high-risk patients and guiding treatment.

Methods: A total of 431 patients were collected in this study, including 323 patients who underwent traditional hematoma removal and 108 patients who underwent endoscopic hematoma removal. Relevant preoperative and postoperative data and medical history of patients were collected respectively to study the relevant factors affecting postoperative hematoma recurrence of patients, and to establish a prediction model.

Results: A total of 431 patients were enrolled in this study, 71 of whom had subdural blood recurrence. Possible relevant factors were included in univariate logistic regression, and the results showed that the preoperative GCS score, postoperative residual gas, preoperative CT hematoma thickness, coagulation function, unilateral and bilateral surgery, whether statin was taken after surgery, hematoma site, hematoma density and hematoma volume were all P < 0.2. It is a risk factor for recurrence of chronic subdural hematoma. The obtained data were further included in a multi-factor review. Six factors, including preoperative GCS score, postoperative gas residual, abnormal coagulation function, high-density hematoma, large hematoma volume, and irregular statin use after surgery, were independent risk factors for chronic subdural hematoma recurrence (P < 0.05).

Conclusion: This study confirmed that six factors, including preoperative GCS score, postoperative gas residual, abnormal coagulation function, high-density hematoma, large hematoma volume, and irregular statin use, were independent risk factors for recurrence of chronic subdural hematoma. At the same time, long-term use of statins can reduce the recurrence rate of hematoma to a certain extent. In addition, the predictive model in this study could help neurosurgeons accurately identify high-risk CSDH patients.

开发一个预测模型,用于评估慢性硬膜下血肿手术治疗后复发的相关风险因素。
背景:慢性硬膜下血肿(CSDH)是神经外科的常见病。尽管许多研究都对影响 CSDH 复发的因素进行了调查,但目前还没有针对该疾病术后复发风险影响的综合预测模型:本研究旨在收集和分析在我院接受治疗的CSDH患者的资料,以确定术前、术后及治疗因素对CSDH复发的影响,并建立相应的预测模型,为神经外科医生识别高危患者和指导治疗提供更准确的依据:本研究共收集了 431 例患者,其中 323 例患者接受了传统血肿清除术,108 例患者接受了内镜下血肿清除术。分别收集患者术前、术后的相关数据和病史,研究影响患者术后血肿复发的相关因素,并建立预测模型:本研究共纳入 431 例患者,其中 71 例硬膜下血肿复发。将可能的相关因素纳入单变量逻辑回归,结果显示术前 GCS 评分、术后残余气体、术前 CT 血肿厚度、凝血功能、单侧和双侧手术、术后是否服用他汀类药物、血肿部位、血肿密度和血肿体积均为 P P 结论:本研究证实,术前 GCS 评分、术后气体残留、凝血功能异常、高密度血肿、血肿体积大、不规则服用他汀类药物等六个因素是慢性硬膜下血肿复发的独立危险因素。同时,长期服用他汀类药物可在一定程度上降低血肿复发率。此外,本研究中的预测模型可以帮助神经外科医生准确识别高风险的 CSDH 患者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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