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日本国家数据库(NDB)中起始透析患者的治疗和结局的月度趋势和季节性。

Monthly trends and seasonality of hemodialysis treatment and outcomes of newly initiated patients from the national database (NDB) of Japan.

机构信息

Faculty of Medicine, Department of Nephrology, University of Tsukuba, 1-1-1 Tennodai, Ibaraki, Tsukuba, 305-8575, Japan.

Institute for Health Economics and Policy, Tokyo, Japan.

出版信息

Clin Exp Nephrol. 2022 Jul;26(7):669-677. doi: 10.1007/s10157-022-02202-3. Epub 2022 Feb 28.

Abstract

BACKGROUND

The numbers of patients treated with hemodialysis (HD) in Japan are currently quantified by manual survey. As this method requires much effort from medical institutions and cannot achieve 100% response, a more practical method is required. We aimed to establish a novel method for determining the static and dynamic numbers of patients treated with HD.

METHODS

This observational study used the national medical billing database (termed NDB) of Japan, based on the records of the universal healthcare insurance system. Medical billing data registered in the NDB between April 2011 and March 2015 were analyzed. From 130 billion records, we extracted and analyzed records of patients who had undergone HD at least once per month. Patients' monthly condition was classified as newly initiated HD, chronic HD, or presumed death, using conditional expressions. We also investigated renal outcome and presumed survival in newly initiated HD patients.

RESULTS

In the last month of the study period, 274,100 patients were identified as receiving chronic HD, which is estimated as > 95% of the number of these patients identified in the manual survey so far. The monthly data showed clear seasonality in the incidence of transient HD, which increased in winter and decreased in summer.

CONCLUSION

Analysis of a large national database revealed a significant increase in transient HD in winter and decrease in summer. Applied to additional epidemiological exploratory studies or clinical research, this analytical technique would enable collection of the dynamics of almost all HD patients nationwide.

摘要

背景

目前,日本接受血液透析(HD)治疗的患者人数是通过人工调查来量化的。由于这种方法需要医疗机构付出大量努力,并且无法达到 100%的响应率,因此需要一种更实用的方法。我们旨在建立一种新的方法来确定接受 HD 治疗的患者的静态和动态人数。

方法

本观察性研究使用了日本全国医疗计费数据库(称为 NDB),该数据库基于全民医疗保险系统的记录。对 2011 年 4 月至 2015 年 3 月期间在 NDB 中登记的医疗计费数据进行了分析。从 1300 亿条记录中,我们提取并分析了至少每月接受一次 HD 治疗的患者的记录。使用条件表达式将患者的每月情况分类为新开始的 HD、慢性 HD 或假定死亡。我们还调查了新开始的 HD 患者的肾脏结局和假定生存情况。

结果

在研究期的最后一个月,有 274100 名患者被确定为接受慢性 HD 治疗,这估计是迄今为止通过人工调查确定的此类患者人数的 95%以上。每月数据显示,临时 HD 的发病率具有明显的季节性,冬季增加,夏季减少。

结论

对大型国家数据库的分析显示,冬季临时 HD 的发病率显著增加,夏季则减少。将这种分析技术应用于其他流行病学探索性研究或临床研究中,将能够收集全国几乎所有 HD 患者的动态信息。

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