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基于17年真实世界数据识别接受手术治疗的颈椎退行性疾病患者的特征:一项回顾性研究

Identifying the Characteristics of Patients With Cervical Degenerative Disease for Surgical Treatment From 17-Year Real-World Data: Retrospective Study.

作者信息

Zheng Si, Wu Yun Xia, Wang Jia Yang, Li Yan, Liu Zhong Jun, Liu Xiao Guang, Dang Geng Ting, Sun Yu, Li Jiao

机构信息

Institute of Medical Information & Library, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.

Orthopaedic Department, Peking University Third Hospital, Beijing, China.

出版信息

JMIR Med Inform. 2020 Apr 3;8(4):e16076. doi: 10.2196/16076.

DOI:10.2196/16076
PMID:32242824
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7165306/
Abstract

BACKGROUND

Real-world data (RWD) play important roles in evaluating treatment effectiveness in clinical research. In recent decades, with the development of more accurate diagnoses and better treatment options, inpatient surgery for cervical degenerative disease (CDD) has become increasingly more common, yet little is known about the variations in patient demographic characteristics associated with surgical treatment.

OBJECTIVE

This study aimed to identify the characteristics of surgical patients with CDD using RWD collected from electronic medical records.

METHODS

This study included 20,288 inpatient surgeries registered from January 1, 2000, to December 31, 2016, among patients aged 18 years or older, and demographic data (eg, age, sex, admission time, surgery type, treatment, discharge diagnosis, and discharge time) were collected at baseline. Regression modeling and time series analysis were conducted to analyze the trend in each variable (total number of inpatient surgeries, mean age at surgery, sex, and average length of stay). A P value <.01 was considered statistically significant. The RWD in this study were collected from the Orthopedic Department at Peking University Third Hospital, and the study was approved by the institutional review board.

RESULTS

Over the last 17 years, the number of inpatient surgeries increased annually by an average of 11.13%, with some fluctuations. In total, 76.4% (15,496/20,288) of the surgeries were performed in patients with CDD aged 41 to 65 years, and there was no significant change in the mean age at surgery. More male patients were observed, and the proportions of male and female patients who underwent surgery were 64.7% (13,126/20,288) and 35.3% (7162/20,288), respectively. However, interestingly, the proportion of surgeries performed among female patients showed an increasing trend (P<.001), leading to a narrowing sex gap. The average length of stay for surgical treatment decreased from 21 days to 6 days and showed a steady decline from 2012 onward.

CONCLUSIONS

The RWD showed its capability in supporting clinical research. The mean age at surgery for CDD was consistent in the real-world population, the proportion of female patients increased, and the average length of stay decreased over time. These results may be valuable to guide resource allocation for the early prevention and diagnosis, as well as surgical treatment of CDD.

摘要

背景

真实世界数据(RWD)在临床研究中评估治疗效果方面发挥着重要作用。近几十年来,随着更准确的诊断方法和更好的治疗选择的发展,颈椎退行性疾病(CDD)的住院手术越来越普遍,但对于与手术治疗相关的患者人口统计学特征的差异却知之甚少。

目的

本研究旨在利用从电子病历中收集的真实世界数据确定CDD手术患者的特征。

方法

本研究纳入了2000年1月1日至2016年12月31日登记的20288例18岁及以上患者的住院手术,在基线时收集人口统计学数据(如年龄、性别、入院时间、手术类型、治疗、出院诊断和出院时间)。进行回归建模和时间序列分析以分析每个变量(住院手术总数、手术平均年龄、性别和平均住院时间)的趋势。P值<.01被认为具有统计学意义。本研究中的真实世界数据来自北京大学第三医院骨科,该研究经机构审查委员会批准。

结果

在过去17年中,住院手术数量平均每年增加11.13%,有一些波动。总的来说,76.4%(15496/20288)的手术是在41至65岁的CDD患者中进行的,手术平均年龄没有显著变化。观察到男性患者更多,接受手术的男性和女性患者比例分别为64.7%(13126/20288)和35.3%(7162/20288)。然而,有趣的是,女性患者中进行手术的比例呈上升趋势(P<.001),导致性别差距缩小。手术治疗的平均住院时间从21天降至6天,并且从...

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a6d/7165306/2e2b41550569/medinform_v8i4e16076_fig7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a6d/7165306/e21973dacbbc/medinform_v8i4e16076_fig1.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a6d/7165306/67dce07daeae/medinform_v8i4e16076_fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a6d/7165306/2e2b41550569/medinform_v8i4e16076_fig7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a6d/7165306/e21973dacbbc/medinform_v8i4e16076_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a6d/7165306/0c4defe58033/medinform_v8i4e16076_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a6d/7165306/7251c96a58ec/medinform_v8i4e16076_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a6d/7165306/cefd6a031f7c/medinform_v8i4e16076_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a6d/7165306/333eed7791c7/medinform_v8i4e16076_fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a6d/7165306/67dce07daeae/medinform_v8i4e16076_fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a6d/7165306/2e2b41550569/medinform_v8i4e16076_fig7.jpg

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