乌干达镰状红细胞泛非研究联盟登记册:设计、开发和经验教训。

IF 3.3 3区 医学 Q2 MEDICAL INFORMATICS
Mike Nsubuga, Henry Mutegeki, Daudi Jjingo, Deogratias Munube, Ruth Namazzi, Robert Opoka, Philip Kasirye, Grace Ndeezi, Heather Hume, Ezekiel Mupere, Grace Kebirungi, Isaac Birungi, Jack Morrice, Mario Jonas, Victoria Nembaware, Ambroise Wonkam, Julie Makani, Sarah Kiguli
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引用次数: 0

摘要

背景:撒哈拉以南非洲是全球镰状细胞病(SCD)发病率最高的地区,其中尼日利亚、刚果民主共和国、坦桑尼亚和乌干达是受影响最严重的国家。乌干达每年约有 20,000 例 SCD 新生儿,占全球 SCD 新生儿的 6.67%。尽管如此,非洲大陆有关 SCD 的全面数据仍然很少。SCD 登记为开展前瞻性研究、阐明疾病严重程度模式以及评估社会、环境和遗传因素之间错综复杂的相互作用提供了一条大有可为的途径。本文介绍了泛非镰状细胞病研究联合会(SPARCo)乌干达登记处的建立过程,包括其设计、开发、数据收集和主要心得,并与尼日利亚、坦桑尼亚和加纳 SPARCo 登记处的合作努力保持一致:方法:登记处是利用根据 SPARCo 数据字典和本体统一的已有病例报告表创建的,以适应乌干达的临床需求。病例报告表中包含了相关的 SCD 数据元素,包括人口统计学、同意、基线、临床、实验室和其他数据。然后将这些数据解析到定制的 REDCap 数据库中,并根据优化的本体进行配置,以支持检索汇总和分析。患者来自乌干达的一家国家转诊医院和三家地区转诊医院:结果:从四家地区医院建立了全国范围的 SCD 患者同意电子登记册。2022年6月至2023年10月期间,穆拉戈国家转诊医院(58%)、金贾地区转诊医院(14.4%)、姆巴莱地区转诊医院(16.9%)和利拉地区转诊医院(10.7%)共登记了5655名患者:乌干达已建立起与坦桑尼亚、尼日利亚和加纳数据一致的 SCD 登记系统。我们的研究结果表明,在撒哈拉以南非洲地区建立纵向 SCD 登记处是可行的。这些登记对于促进一系列研究至关重要,包括分析 SCD 临床表型和患者预后、新生儿筛查以及评估羟基脲的使用等。该倡议强调了在资源有限的环境中建立综合疾病登记处的潜力,促进了以数据为导向的合作研究工作,旨在解决非洲 SCD 面临的多方面挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Ugandan sickle Pan-African research consortium registry: design, development, and lessons.

Background: Sub-Saharan Africa bears the highest burden of sickle cell disease (SCD) globally with Nigeria, Democratic Republic of Congo, Tanzania, Uganda being the most affected countries. Uganda reports approximately 20,000 SCD births annually, constituting 6.67% of reported global SCD births. Despite this, there is a paucity of comprehensive data on SCD from the African continent. SCD registries offer a promising avenue for conducting prospective studies, elucidating disease severity patterns, and evaluating the intricate interplay of social, environmental, and genetic factors. This paper describes the establishment of the Sickle Pan Africa Research Consortium (SPARCo) Uganda registry, encompassing its design, development, data collection, and key insights learned, aligning with collaborative efforts in Nigeria, Tanzania, and Ghana SPARCo registries.

Methods: The registry was created using pre-existing case report forms harmonized from the SPARCo data dictionary and ontology to fit Uganda clinical needs. The case report forms were developed with SCD data elements of interest including demographics, consent, baseline, clinical, laboratory and others. That data was then parsed into a customized REDCap database, configured to suit the optimized ontologies and support retrieval aggregations and analyses. Patients were enrolled from one national referral and three regional referral hospitals in Uganda.

Results: A nationwide electronic patient-consented registry for SCD was established from four regional hospitals. A total of 5,655 patients were enrolled from Mulago National Referral Hospital (58%), Jinja Regional Referral (14.4%), Mbale Regional Referral (16.9%), and Lira Regional Referral (10.7%) hospitals between June 2022 and October 2023.

Conclusion: Uganda has been able to develop a SCD registry consistent with data from Tanzania, Nigeria and Ghana. Our findings demonstrate that it's feasible to develop longitudinal SCD registries in sub-Saharan Africa. These registries will be crucial for facilitating a range of studies, including the analysis of SCD clinical phenotypes and patient outcomes, newborn screening, and evaluation of hydroxyurea use, among others. This initiative underscores the potential for developing comprehensive disease registries in resource-limited settings, fostering collaborative, data-driven research efforts aimed at addressing the multifaceted challenges of SCD in Africa.

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来源期刊
CiteScore
7.20
自引率
5.70%
发文量
297
审稿时长
1 months
期刊介绍: BMC Medical Informatics and Decision Making is an open access journal publishing original peer-reviewed research articles in relation to the design, development, implementation, use, and evaluation of health information technologies and decision-making for human health.
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