Development of the sickle Pan-African research consortium registry in Tanzania: opportunity to harness data science for sickle cell disease

D. Kandonga, Raphael Zozimus Sangeda, U. Masamu, Eliah Kazumali, A. Jonathan, M. Msangawale, Winfrida T. Kaihula, Julieth Rwegalulila, Jesca Ondego, H. Tutuba, J. Ndunguru, Emmanuela E Ambrose, B. Kidenya, Mbonea Yonazi, I. Kyomugisha, Wilson Mupfururirwa, Mario Jonas, V. Nembaware, G. Mazandu, A. Kengne, A. Wonkam, J. Makani, E. Balandya
{"title":"Development of the sickle Pan-African research consortium registry in Tanzania: opportunity to harness data science for sickle cell disease","authors":"D. Kandonga, Raphael Zozimus Sangeda, U. Masamu, Eliah Kazumali, A. Jonathan, M. Msangawale, Winfrida T. Kaihula, Julieth Rwegalulila, Jesca Ondego, H. Tutuba, J. Ndunguru, Emmanuela E Ambrose, B. Kidenya, Mbonea Yonazi, I. Kyomugisha, Wilson Mupfururirwa, Mario Jonas, V. Nembaware, G. Mazandu, A. Kengne, A. Wonkam, J. Makani, E. Balandya","doi":"10.3389/frhem.2023.1040720","DOIUrl":null,"url":null,"abstract":"Background Sickle cell disease (SCD) is a severe hereditary form of anemia that contributes between 50% and 80% of under-five mortality in Africa. Eleven thousand babies are born with SCD annually in Tanzania, ranking 4th after Nigeria, the Democratic Republic of Congo and India. The absence of well-described SCD cohorts is a major barrier to health research in SCD in Africa. Objective This paper describes the Sickle Pan African Consortium (SPARCO) database in Tanzania, from the development, design of the study instruments, data collection, analysis of data and management of data quality issues. Methods The SPARCO registry used existing Muhimbili Sickle Cell Cohort (MSC) study case report forms (CRF) and later harmonized data elements from the SickleInAfrica consortium to develop Research Electronic Data Capture (REDCap) instruments. Patients were enrolled through various strategies, including mass screening following media sensitization and health education events during World Sickle Cell Day each June and the SCD awareness month in September. Additional patients were identified through active surveillance of previously participating patients in the MSC. Results Three thousand eight hundred patients were enrolled between October 2017 and May 2021. Of these, 1,946 (51.21%) were males and 1,864 (48.79%) were females. The hemoglobin phenotype distribution was 3,762 (99%) HbSS, 3 (0.08%) HbSC and 35 (0.92%) HbSβ +thalassemia. Hemoglobin levels, admission history, blood transfusion and painful events were recorded from December 2017 to May 2021. Conclusion The Tanzania SPARCO registry will improve healthcare for SCD in Africa through the facilitation of collaborative data-driven research for SCD.","PeriodicalId":101407,"journal":{"name":"Frontiers in hematology","volume":"181 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in hematology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3389/frhem.2023.1040720","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Background Sickle cell disease (SCD) is a severe hereditary form of anemia that contributes between 50% and 80% of under-five mortality in Africa. Eleven thousand babies are born with SCD annually in Tanzania, ranking 4th after Nigeria, the Democratic Republic of Congo and India. The absence of well-described SCD cohorts is a major barrier to health research in SCD in Africa. Objective This paper describes the Sickle Pan African Consortium (SPARCO) database in Tanzania, from the development, design of the study instruments, data collection, analysis of data and management of data quality issues. Methods The SPARCO registry used existing Muhimbili Sickle Cell Cohort (MSC) study case report forms (CRF) and later harmonized data elements from the SickleInAfrica consortium to develop Research Electronic Data Capture (REDCap) instruments. Patients were enrolled through various strategies, including mass screening following media sensitization and health education events during World Sickle Cell Day each June and the SCD awareness month in September. Additional patients were identified through active surveillance of previously participating patients in the MSC. Results Three thousand eight hundred patients were enrolled between October 2017 and May 2021. Of these, 1,946 (51.21%) were males and 1,864 (48.79%) were females. The hemoglobin phenotype distribution was 3,762 (99%) HbSS, 3 (0.08%) HbSC and 35 (0.92%) HbSβ +thalassemia. Hemoglobin levels, admission history, blood transfusion and painful events were recorded from December 2017 to May 2021. Conclusion The Tanzania SPARCO registry will improve healthcare for SCD in Africa through the facilitation of collaborative data-driven research for SCD.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
在坦桑尼亚发展泛非镰状细胞研究联盟登记:利用数据科学治疗镰状细胞病的机会
镰状细胞病(SCD)是一种严重的遗传性贫血,占非洲五岁以下儿童死亡率的50%至80%。坦桑尼亚每年有1.1万名婴儿出生时患有SCD,仅次于尼日利亚、刚果民主共和国和印度,排名第四。缺乏描述良好的慢性阻塞性肺病队列是非洲慢性阻塞性肺病健康研究的主要障碍。目的介绍坦桑尼亚泛非镰刀联盟(SPARCO)数据库的开发、研究仪器的设计、数据收集、数据分析和数据质量管理等问题。方法SPARCO登记处使用现有的Muhimbili镰状细胞队列(MSC)研究病例报告表格(CRF)和后来来自SickleInAfrica联盟的协调数据元素来开发研究电子数据捕获(REDCap)仪器。通过各种策略招募患者,包括在每年6月的世界镰状细胞日和9月的SCD宣传月期间进行媒体致敏和健康教育活动后进行大规模筛查。通过对先前参与MSC的患者进行积极监测,确定了其他患者。结果在2017年10月至2021年5月期间入组了3800名患者。其中男性1946例(51.21%),女性1864例(48.79%)。血红蛋白表型分布为3762 (99%)HbSS, 3 (0.08%) HbSC和35 (0.92%)HbSβ +地中海贫血。记录2017年12月至2021年5月期间的血红蛋白水平、入院史、输血和疼痛事件。坦桑尼亚SPARCO登记处将通过促进数据驱动的SCD合作研究,改善非洲SCD的医疗保健。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Effectiveness of biosimilar pegfilgrastim in patients with lymphoma after high-dose chemotherapy and autologous stem cell transplantation: a real-life study Targeting the bone marrow niche, moving towards leukemia eradication First clinical experience of isatuximab safety and tolerability in relapsed and refractory multiple myeloma: real-world data from a compassionate use program in Germany Morphological, clinical, and molecular profiling of post-polycythemia vera accelerated/blast phase occurring with and without antecedent secondary myelofibrosis Evaluating the effectiveness of COVID-19 vaccines in adults with sickle cell disease during the Omicron period of COVID-19 pandemic
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1