Riboflavin transporter deficiency, the search for the undiagnosed: a retrospective data mining study.

IF 3.4 2区 医学 Q2 GENETICS & HEREDITY Orphanet Journal of Rare Diseases Pub Date : 2024-11-01 DOI:10.1186/s13023-024-03428-y
B Jaeger, E Hoytema van Konijnenburg, M A Groenveld, M Langeveld, N I Wolf, A M Bosch
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Abstract

Background: Riboflavin transporter deficiency (RTD) is an inborn error of riboflavin transport causing progressive neurological symptoms if left untreated. While infants with symptomatic RTD rapidly deteriorate, presentation later in childhood or in adulthood is more gradual. Symptoms overlap with more common diseases, carrying a risk of misdiagnosis, and given the relatively recent discovery of the genetic basis of RTD in 2010 it is likely that older patients have not been tested. Treatment with oral riboflavin (vitamin B2) halts disease progression and can be lifesaving. We hypothesized that patients may have been left unrecognized at the time of presentation and therefore we performed a datamining study to detect undiagnosed RTD patients in a tertiary referral hospital.

Methods: A systematic search in Electronic Health Records (EHR) of all patients visiting the Amsterdam University Medical Centers between January 2004 and July 2021 was performed by a medical data text-mining tool. Pseudonymized patient records, matching pre-defined search terms (hearing loss or auditory neuropathy spectrum disorders combined with key clinical symptoms or riboflavin) were screened and included if no definitive alternative diagnosis for symptoms indicating possible RTD was found. Included patients were offered genetic testing. We documented total number of patients with possible RTD, number of patients that underwent genetic testing for RTD and results of genetic testing.

Results: EHR of 2.288.901 patients were automatically screened. Thirteen patients with possible RTD were identified and offered genetic testing. Seven patients chose not to participate. Genetic testing was performed in 6 patients and was negative. The datamining did detect all previously known RTD patients in the hospital.

Conclusions: By screening a large cohort of patients of all ages in a tertiary referral hospital in a period spanning 17 years, no new RTD patients were found. Although not all suspected patients underwent genetic testing, our findings suggest that the prevalence of RTD is low and the chance of having missed this diagnosis in a tertiary referral hospital is limited.

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核黄素转运体缺乏症,寻找未确诊者:一项回顾性数据挖掘研究。
背景:核黄素转运体缺乏症(RTD)是一种核黄素转运的先天性错误,如果不及时治疗,会引起进行性神经系统症状。有症状的 RTD 婴儿病情会迅速恶化,而在儿童期后期或成年期发病则较为缓慢。该病的症状与更常见的疾病重叠,有误诊的风险,而且鉴于 2010 年才发现 RTD 的遗传基础,年龄较大的患者很可能没有接受过检测。口服核黄素(维生素 B2)治疗可阻止疾病进展,并能挽救生命。我们推测,患者在发病时可能未被发现,因此我们进行了一项数据挖掘研究,以发现一家三级转诊医院中未被诊断的 RTD 患者:方法:我们使用医疗数据文本挖掘工具,对2004年1月至2021年7月期间在阿姆斯特丹大学医疗中心就诊的所有患者的电子健康记录(EHR)进行了系统搜索。筛选了符合预定义搜索条件(听力损失或听神经病变谱系障碍与主要临床症状或核黄素)的假名化患者记录,如果没有找到表明可能存在 RTD 的症状的明确替代诊断,则将其纳入搜索范围。对纳入的患者进行基因检测。我们记录了可能患有 RTD 的患者总人数、接受 RTD 基因检测的患者人数以及基因检测的结果:自动筛查了 2,288,901 名患者的电子病历。13名可能患有RTD的患者被确认并接受了基因检测。7 名患者选择不参加。对 6 名患者进行了基因检测,结果呈阴性。数据挖掘确实发现了医院中所有之前已知的 RTD 患者:通过对一家三级转诊医院 17 年间各年龄段的大量患者进行筛查,没有发现新的 RTD 患者。虽然并非所有疑似患者都接受了基因检测,但我们的研究结果表明,RTD 的发病率很低,在三级转诊医院中漏诊的几率有限。
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来源期刊
Orphanet Journal of Rare Diseases
Orphanet Journal of Rare Diseases 医学-医学:研究与实验
CiteScore
6.30
自引率
8.10%
发文量
418
审稿时长
4-8 weeks
期刊介绍: Orphanet Journal of Rare Diseases is an open access, peer-reviewed journal that encompasses all aspects of rare diseases and orphan drugs. The journal publishes high-quality reviews on specific rare diseases. In addition, the journal may consider articles on clinical trial outcome reports, either positive or negative, and articles on public health issues in the field of rare diseases and orphan drugs. The journal does not accept case reports.
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