Lorenzi Gayle M, Braffett Barbara H, Bebu Ionut, Trapani Victoria R, Backlund Jye-Yu C, Farrell Kaleigh, Gubitosi-Klug Rose A, Schwartz Ann V
University of California San Diego, La Jolla, CA, USA.
Biostatistics Center, The George Washington University, Rockville, MD, USA.
Clin Trials. 2025 Apr 22:17407745251328257. doi: 10.1177/17407745251328257.
Background/AimsData integrity in multicenter and longitudinal studies requires implementation of standardized reproducible methods throughout the data collection, analysis, and reporting process. This requirement is heightened when results are shared with participants that may influence health care decisions. A quality assurance plan provides a framework for ongoing monitoring and mitigation strategies when errors occur.MethodsThe Diabetes Control and Complications Trial (1983-1993) and its follow-up study, the Epidemiology of Diabetes Interventions and Complications (1994-present), have characterized risk factors and long-term complications in a type 1 diabetes cohort followed for over 40 years. An ancillary study to assess bone mineral density was implemented across 27 sites, using one of two dual x-ray absorptiometry scanner types. Centrally generated reports were distributed to participants by the sites. A query from a site about results that were incongruent with a single participant's clinical history prompted reevaluation of this scan, revealing a systematic error in the reading of hip scans from one of the two scanner types. A mitigation plan was implemented to correct and communicate the errors to ensure participant safety, particularly among those originally identified as having low bone mineral density scores for whom antiresorptive treatment may have been initiated based on these results.ResultsThe error in the analysis of hip scans from the identified scanner type resulted in lower bone mineral density scores in scans requiring manual deletion of the ischium bone. Hip scans with original T-score ≤ -2.5 (n = 84) acquired on either scanner were reviewed, and reanalyzed if the error was detected. Fourteen scans were susceptible to this error and reanalyzed: nine scans were reclassified from osteoporosis to low bone mineral density, one from low to normal bone mineral density, and four were unchanged. All errors occurred on one scanner type. An integrated communication and intervention plan was implemented. The nine participants whose scans were reclassified from osteoporosis to low bone mineral density were contacted; five were using antiresorptive treatment, all of whom had other risk factors for fracture beyond these scan results. Review of all hip scans with a T-score > -2.5 (n = 371) using this scanner type identified 27 additional hip scans that required reanalysis and potential reclassification: 1 scan was reclassified from osteoporosis to low bone mineral density, 11 from low to normal bone mineral density, and 15 were unchanged.ConclusionThe impact of an analysis error on participant safety, specifically when the initiation of unnecessary treatment may result, necessitated implementation of a coordinated communication and mitigation plan across all clinical centers to ensure consistent messaging and accurate results are provided to participants and their local care providers. This framework may serve as a resource for other clinical studies.
背景/目的
多中心纵向研究中的数据完整性要求在数据收集、分析和报告过程中采用标准化的可重复方法。当与可能影响医疗保健决策的参与者分享结果时,这一要求更为突出。质量保证计划为持续监测和错误发生时的缓解策略提供了一个框架。
方法
糖尿病控制与并发症试验(1983 - 1993年)及其后续研究糖尿病干预与并发症流行病学研究(1994年至今),对一个随访超过40年的1型糖尿病队列中的危险因素和长期并发症进行了特征描述。一项评估骨密度的辅助研究在27个地点实施,使用两种双能X线吸收仪扫描仪类型中的一种。由中心生成的报告由各地点分发给参与者。一个地点对与单个参与者临床病史不一致的结果提出的疑问促使对该扫描进行重新评估,结果发现两种扫描仪类型之一的髋部扫描解读存在系统误差。实施了一项缓解计划以纠正并告知这些错误,以确保参与者的安全,特别是那些最初被确定为骨密度分数低的参与者,他们可能已基于这些结果开始了抗吸收治疗。
结果
所识别的扫描仪类型对髋部扫描的分析错误导致在需要手动删除坐骨的扫描中骨密度分数较低。对在任一扫描仪上获得的原始T值≤ -2.5(n = 84)的髋部扫描进行了审查,如果检测到错误则进行重新分析。14次扫描易受此错误影响并进行了重新分析:9次扫描从骨质疏松重新分类为低骨密度状态,1次从低骨密度状态重新分类为正常骨密度状态,4次保持不变。所有错误都发生在一种扫描仪类型上。实施了一个综合的沟通和干预计划。联系了9名扫描结果从骨质疏松重新分类为低骨密度状态的参与者;其中5人正在接受抗吸收治疗,他们所有人除了这些扫描结果外还有其他骨折危险因素。使用该扫描仪类型对所有T值> -2.5(n = 371)的髋部扫描进行审查,又发现27次髋部扫描需要重新分析和可能的重新分类:1次扫描从骨质疏松重新分类为低骨密度状态,11次从低骨密度状态重新分类为正常骨密度状态,15次保持不变。
结论
分析错误对参与者安全的影响,特别是在可能导致开始不必要治疗的情况下,需要在所有临床中心实施协调的沟通和缓解计划,以确保向参与者及其当地医疗服务提供者提供一致的信息和准确的结果。这个框架可为其他临床研究提供参考。