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利用行政数据识别儿科急性淋巴细胞白血病的复发和干细胞移植:无论是否参与试验,均可捕获全国范围内的结果。

Identifying relapses and stem cell transplants in pediatric acute lymphoblastic leukemia using administrative data: Capturing national outcomes irrespective of trial enrollment.

机构信息

Center for Childhood Cancer Research, Division of Oncology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.

Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania.

出版信息

Pediatr Blood Cancer. 2021 Sep;68(9):e28315. doi: 10.1002/pbc.28315. Epub 2020 May 11.

Abstract

INTRODUCTION

Our objectives were to design and validate methods to identify relapse and hematopoietic stem cell transplantation (HSCT) in children with acute lymphoblastic leukemia (ALL) using administrative data representing hospitalizations at US pediatric institutions.

METHODS

We developed daily billing and ICD-9 code definitions to identify relapses and HSCTs within a cohort of children with newly diagnosed ALL between January 1, 2004, and December 31, 2013, previously assembled from the Pediatric Health Information System (PHIS) database. Chart review for children with ALL at the Children's Hospital of Philadelphia (CHOP) and Texas Children's Hospital (TCH) was performed to establish relapse and HSCT gold standards for sensitivity and positive predictive value (PPV) calculations. We estimated incidences of relapse and HSCT in the PHIS ALL cohort.

RESULTS

We identified 362 CHOP and 314 TCH ALL patients in PHIS and established true positives by chart review. Sensitivity and PPV for identifying both relapse and HSCT in PHIS were > 90% at both hospitals. Five-year relapse incidence in the 10 150-patient PHIS cohort was 10.3% (95% CI 9.8%-10.9%) with 7.1% (6.6%-7.6%) of children underwent HSCTs. Patients in higher-risk demographic groups had higher relapse and HSCT rates. Our analysis also identified differences in incidences of relapse and HSCT by race, ethnicity, and insurance status.

CONCLUSIONS

Administrative data can be used to identify relapse and HSCT accurately in children with ALL whether they occur on- or off-therapy, in contrast with published approaches. This method has wide potential applicability for estimating these incidences in pediatric ALL, including patients not enrolled on clinical trials.

摘要

简介

我们的目标是设计和验证使用代表美国儿科机构住院的行政数据来识别儿童急性淋巴细胞白血病(ALL)复发和造血干细胞移植(HSCT)的方法。

方法

我们开发了每日计费和 ICD-9 代码定义,以识别 2004 年 1 月 1 日至 2013 年 12 月 31 日期间在先前从儿科健康信息系统(PHIS)数据库中组建的一组新诊断为 ALL 的儿童中复发和 HSCT。对费城儿童医院(CHOP)和德克萨斯儿童医院(TCH)的 ALL 儿童进行了图表审查,以建立复发和 HSCT 的黄金标准,用于计算敏感性和阳性预测值(PPV)。我们估计了 PHIS ALL 队列中的复发和 HSCT 发生率。

结果

我们在 PHIS 中确定了 362 名 CHOP 和 314 名 TCH ALL 患者,并通过图表审查确定了真正的阳性。在两家医院,识别 PHIS 中复发和 HSCT 的敏感性和 PPV 均>90%。在 PHIS 中 10150 名患者的队列中,5 年复发率为 10.3%(95%CI 9.8%-10.9%),其中 7.1%(6.6%-7.6%)的儿童接受了 HSCT。处于较高风险人群的患者复发和 HSCT 率较高。我们的分析还根据种族,民族和保险状况确定了复发和 HSCT 的发生率差异。

结论

与已发表的方法相比,行政数据可用于准确识别 ALL 儿童的复发和 HSCT,无论它们是否在治疗期间或治疗期间发生。该方法具有广泛的潜在适用性,可用于估计儿科 ALL 中的这些发生率,包括未参加临床试验的患者。

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