利用 Optum 的去标识市场清晰度数据估算美国典型高胱氨酸尿症的患病率

IF 1.8 4区 医学 Q3 GENETICS & HEREDITY Molecular Genetics and Metabolism Reports Pub Date : 2024-06-07 DOI:10.1016/j.ymgmr.2024.101101
Mahim Jain , Mehul Shah , Kamlesh M. Thakker , Andrew Rava , Agness Pelts Block , Colette Ndiba-Markey , Lionel Pinto
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引用次数: 0

摘要

背景和目标典型高胱氨酸尿症(HCU)的患病率估计值不一,而且很可能因诊断不足而被低估。索赔数据是分析 HCU 患病率的有力资源,但很少被使用。本研究的目的是利用诊断代码、总同型半胱氨酸水平和指示性 HCU 临床表现的组合来估算 HCU 在美国的患病率范围。方法这是一项非干预性回顾性队列研究,使用 Optum 的去标识化 Market Clarity 数据,患者标识期为 2016 年 1 月 1 日至 2021 年 9 月 30 日。研究开发了一种算法,使用广义和严格的 HCU 定义来识别两组患者。指标日期是指在识别期内符合纳入标准的第一个标准的日期。采用描述性统计方法对基线人口统计学、临床特征和并发症进行评估和总结。结果分别有 3880 名和 633 名患者符合广义队列和严格队列的相关纳入标准。根据广义和严格定义计算出的美国 HCU 预计患病率分别为 17631 人和 3466 人。广义队列和严格队列在 2016-2020 年期间的年均标准化患病率分别为每 10 万人 5.29 例和 1.04 例。许多临床表现提示诊断为HCU的患者并没有相关诊断,这可能表明诊断不足或报告不足。未来的研究应研究替代方法,如我们分析中的识别算法,以更好地诊断和了解HCU的真实患病率。
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Estimating prevalence of classical homocystinuria in the United States using Optum's de-identified market clarity data

Background and objectives

Prevalence estimates for classical homocystinuria (HCU) are variable and likely underestimated due to underdiagnosis. Claims data represent a strong but seldom used resource to analyze prevalence of HCU. The aim of this study was to estimate a prevalence range of HCU in the US utilizing a combination of diagnosis codes, total homocysteine levels, and clinical presentations indicative of HCU.

Methods

This was a non-interventional retrospective cohort study, using Optum's de-identified Market Clarity Data, with a patient identification period from January 01, 2016, through September 30, 2021. An algorithm was developed to identify 2 cohorts of patients using broad and strict definitions of HCU. The index date was the date within the identification period on which the first criterion was met for the inclusion criteria. Baseline demographics, clinical characteristics, and complications were assessed and summarized using descriptive statistics. Crude and standardized prevalence estimates were calculated.

Results

There were 3880 and 633 patients that met the relevant inclusion criteria for the broad and strict cohorts, respectively. The projected US prevalence of HCU was calculated to be 17,631 and 3466 based on the broad and strict definitions, respectively. The average annual standardized prevalence across 2016–2020 was 5.29 and 1.04 per 100,000 people for the broad and strict cohorts, respectively.

Conclusions

Prevalence estimates of HCU vary depending on databases or datasets used and identification criteria. Many patients with clinical presentations suggesting a diagnosis of HCU did not have an associated diagnosis, potentially indicating underdiagnosis or underreporting. Future research should study alternative methods, such as the identification algorithm in our analysis, to better diagnose and understand the true prevalence of HCU.

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来源期刊
Molecular Genetics and Metabolism Reports
Molecular Genetics and Metabolism Reports Biochemistry, Genetics and Molecular Biology-Endocrinology
CiteScore
4.00
自引率
5.30%
发文量
105
审稿时长
33 days
期刊介绍: Molecular Genetics and Metabolism Reports is an open access journal that publishes molecular and metabolic reports describing investigations that use the tools of biochemistry and molecular biology for studies of normal and diseased states. In addition to original research articles, sequence reports, brief communication reports and letters to the editor are considered.
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