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

IF 1.5 4区 医学 Q2 PEDIATRICS Childhood Obesity Pub Date : 2024-01-01 Epub Date: 2023-03-01 DOI:10.1089/chi.2022.0208
Emily M Kraus, Samantha Lange Pierce, Renee Porter, Lyudmyla Kompaniyets, Miriam B Vos, Heidi M Blanck, Raymond J King, Alyson B Goodman
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Abstract

Background: 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. Research Design: 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. Results: 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%). Conclusions: 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.

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使用真实世界的电子健康记录数据评估儿童慢性病筛查:非酒精性脂肪肝案例研究》。
背景:用于评估儿科慢性疾病及相关筛查方法的数据源非常罕见。其中一个例子是非酒精性脂肪肝(NAFLD),这是一种常见的慢性肝病,在超重和肥胖儿童中很普遍。如果未被发现,非酒精性脂肪肝可导致肝损伤。指南建议对≥9 岁的肥胖儿童或超重并伴有心脏代谢风险因素的儿童进行丙氨酸氨基转移酶(ALT)检测,筛查非酒精性脂肪肝。本研究探讨了如何利用电子健康记录 (EHR) 中的真实世界数据来研究非酒精性脂肪肝筛查和 ALT 升高。研究设计:利用 IQVIA 的门诊电子病历数据库,我们对体重指数≥85 百分位数的 2-19 岁患者进行了研究。以3年为观察期(2019年1月1日至2021年12月31日),提取ALT结果并评估其是否升高(女性ALT结果≥1次≥22.1 U/L,男性≥25.8 U/L)。2017-2018年期间患有肝病(包括非酒精性脂肪肝)或接受肝毒性药物治疗的患者被排除在外。结果:在919203名9-19岁的患者中,只有13%的患者ALT结果≥1,其中包括14%的肥胖患者和17%的重度肥胖患者。在 2 至 8 岁的患者中,有 5%的人检测出了 ALT 结果。在有 ALT 结果的患者中,34% 的 2-8 岁患者和 38% 的 9-19 岁患者有 ALT 升高。9-19 岁男性的 ALT 升高率高于女性(49% 对 29%)。结论电子病历数据为非酒精性脂肪肝筛查提供了新的见解:尽管有筛查建议,但体重超标儿童的 ALT 结果并不常见。在有ALT结果的儿童中,ALT升高很常见,这强调了筛查对早期疾病检测的重要性。
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来源期刊
Childhood Obesity
Childhood Obesity PEDIATRICS-
CiteScore
4.70
自引率
8.00%
发文量
95
期刊介绍: Childhood Obesity is the only peer-reviewed journal that delivers actionable, real-world obesity prevention and weight management strategies for children and adolescents. Health disparities and cultural sensitivities are addressed, and plans and protocols are recommended to effect change at the family, school, and community level. The Journal also reports on the problem of access to effective healthcare and delivers evidence-based solutions to overcome these barriers.
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