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利用真实世界电子健康记录数据评估儿童慢性病筛查:非酒精性脂肪性肝病的案例研究。

Using Real-World Electronic Health Record Data to Assess Chronic Disease Screening in Children: A Case Study of Non-Alcoholic Fatty Liver Disease.

机构信息

Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA, USA.

Public Health Informatics Institute, Taskforce for Global Health, Atlanta, GA, USA.

出版信息

Child Obes. 2024 Jan;20(1):41-47. doi: 10.1089/chi.2022.0208. Epub 2023 Mar 1.

Abstract

Data sources for assessing pediatric chronic diseases and associated screening practices are rare. One example is non-alcoholic fatty liver disease (NAFLD), a common chronic liver disease prevalent among children with overweight and obesity. If undetected, NAFLD can cause liver damage. Guidelines recommend screening for NAFLD using alanine aminotransferase (ALT) tests in children ≥9 years with obesity or those with overweight and cardiometabolic risk factors. This study explores how real-world data from electronic health records (EHRs) can be used to study NAFLD screening and ALT elevation. Using IQVIA's Ambulatory Electronic Medical Record database, we studied patients 2-19 years of age with body mass index ≥85th percentile. Using a 3-year observation period (January 1, 2019 to December 31, 2021), ALT results were extracted and assessed for elevation (≥1 ALT result ≥22.1 U/L for females and ≥25.8 U/L for males). Patients with liver disease (including NAFLD) or receiving hepatotoxic medications during 2017-2018 were excluded. Among 919,203 patients 9-19 years of age, only 13% had ≥1 ALT result, including 14% of patients with obesity and 17% of patients with severe obesity. ALT results were identified for 5% of patients 2-8 years of age. Of patients with ALT results, 34% of patients 2-8 years of age and 38% of patients 9-19 years of age had ALT elevation. Males 9-19 years of age had a higher prevalence of ALT elevation than females (49% vs. 29%). EHR data offered novel insights into NAFLD screening: despite screening recommendations, ALT results among children with excess weight were infrequent. Among those with ALT results, ALT elevation was common, underscoring the importance of screening for early disease detection.

摘要

评估儿科慢性疾病和相关筛查实践的数据来源很少。非酒精性脂肪性肝病 (NAFLD) 就是一个例子,它是一种常见的慢性肝病,在超重和肥胖的儿童中较为普遍。如果未被发现,NAFLD 可能会导致肝脏损伤。指南建议在肥胖或超重且存在心血管代谢危险因素的 9 岁以上儿童中使用丙氨酸氨基转移酶 (ALT) 检测筛查 NAFLD。本研究探讨了如何使用电子健康记录 (EHR) 中的真实世界数据来研究 NAFLD 筛查和 ALT 升高。 使用 IQVIA 的门诊电子病历数据库,我们研究了年龄在 2-19 岁、体重指数≥第 85 百分位数的患者。在 3 年的观察期内(2019 年 1 月 1 日至 2021 年 12 月 31 日),提取并评估了 ALT 结果,以确定是否升高(女性 ALT 结果≥22.1 U/L,男性 ALT 结果≥25.8 U/L)。排除了 2017-2018 年期间患有肝病(包括 NAFLD)或接受肝毒性药物治疗的患者。 在 919203 名 9-19 岁的患者中,只有 13%的患者有≥1 次 ALT 结果,其中肥胖患者占 14%,重度肥胖患者占 17%。5%的 2-8 岁患者的 ALT 结果可识别。在有 ALT 结果的患者中,34%的 2-8 岁患者和 38%的 9-19 岁患者的 ALT 升高。9-19 岁的男性患者的 ALT 升高患病率高于女性患者(49%比 29%)。 EHR 数据为 NAFLD 筛查提供了新的见解:尽管有筛查建议,但超重儿童的 ALT 结果仍不常见。在有 ALT 结果的患者中,ALT 升高很常见,这突出了筛查以早期发现疾病的重要性。

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