Jacobs Jeffrey P, Pasquali Sara K, Austin Erle, Gaynor J William, Backer Carl, Hirsch-Romano Jennifer C, Williams William G, Caldarone Christopher A, McCrindle Brian W, Graham Karen E, Dokholyan Rachel S, Shook Gregory J, Poteat Jennifer, Baxi Maulik V, Karamlou Tara, Blackstone Eugene H, Mavroudis Constantine, Mayer John E, Jonas Richard A, Jacobs Marshall L
Division of Cardiac Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
World J Pediatr Congenit Heart Surg. 2014 Apr;5(2):256-71. doi: 10.1177/2150135113519454.
The Society of Thoracic Surgeons Congenital Heart Surgery Database (STS-CHSD) is the largest Registry in the world of patients who have undergone congenital and pediatric cardiac surgical operations. The Congenital Heart Surgeons' Society Database (CHSS-D) is an Academic Database designed for specialized detailed analyses of specific congenital cardiac malformations and related treatment strategies. The goal of this project was to create a link between the STS-CHSD and the CHSS-D in order to facilitate studies not possible using either individual database alone and to help identify patients who are potentially eligible for enrollment in CHSS studies.
Centers were classified on the basis of participation in the STS-CHSD, the CHSS-D, or both. Five matrices, based on CHSS inclusionary criteria and STS-CHSD codes, were created to facilitate the automated identification of patients in the STS-CHSD who meet eligibility criteria for the five active CHSS studies. The matrices were evaluated with a manual adjudication process and were iteratively refined. The sensitivity and specificity of the original matrices and the refined matrices were assessed.
In January 2012, a total of 100 centers participated in the STS-CHSD and 74 centers participated in the CHSS. A total of 70 centers participate in both and 40 of these 70 agreed to participate in this linkage project. The manual adjudication process and the refinement of the matrices resulted in an increase in the sensitivity of the matrices from 93% to 100% and an increase in the specificity of the matrices from 94% to 98%.
Matrices were created to facilitate the automated identification of patients potentially eligible for the five active CHSS studies using the STS-CHSD. These matrices have a sensitivity of 100% and a specificity of 98%. In addition to facilitating identification of patients potentially eligible for enrollment in CHSS studies, these matrices will allow (1) estimation of the denominator of patients potentially eligible for CHSS studies and (2) comparison of eligible and enrolled patients to potentially eligible and not enrolled patients to assess the generalizability of CHSS studies.
胸外科医师协会先天性心脏病手术数据库(STS-CHSD)是全球最大的接受先天性和小儿心脏外科手术患者的注册数据库。先天性心脏病外科医师协会数据库(CHSS-D)是一个学术数据库,旨在对特定先天性心脏畸形及相关治疗策略进行专门的详细分析。本项目的目标是在STS-CHSD和CHSS-D之间建立联系,以便开展无法仅使用单个数据库进行的研究,并帮助识别可能符合CHSS研究入组条件的患者。
根据各中心参与STS-CHSD、CHSS-D或两者的情况进行分类。基于CHSS纳入标准和STS-CHSD编码创建了五个矩阵,以促进自动识别STS-CHSD中符合五项现行CHSS研究资格标准的患者。通过人工判定过程对矩阵进行评估并反复完善。评估了原始矩阵和完善后矩阵的敏感性和特异性。
2012年1月,共有100个中心参与了STS-CHSD,74个中心参与了CHSS。共有70个中心同时参与了两者,其中40个中心同意参与此链接项目。人工判定过程和矩阵的完善使矩阵的敏感性从93%提高到100%,特异性从94%提高到98%。
创建了矩阵以促进使用STS-CHSD自动识别可能符合五项现行CHSS研究资格的患者。这些矩阵的敏感性为100%,特异性为98%。除了便于识别可能符合CHSS研究入组条件的患者外,这些矩阵还将能够(1)估计可能符合CHSS研究资格的患者分母,以及(2)比较符合资格和已入组患者与可能符合资格但未入组患者,以评估CHSS研究的可推广性。