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Lancet Diabetes Endocrinol. 2022 Jul;10(7):509-518. doi: 10.1016/S2213-8587(22)00103-6. Epub 2022 May 13.
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Biochemical Markers of Bone Turnover in Older Adults With Type 1 Diabetes.老年 1 型糖尿病患者骨转换的生化标志物。
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Quality Control Measures over 30 Years in a Multicenter Clinical Study: Results from the Diabetes Control and Complications Trial / Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) Study.一项多中心临床研究30年的质量控制措施:糖尿病控制与并发症试验/糖尿病干预与并发症流行病学(DCCT/EDIC)研究的结果
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Epidemiology of Diabetes Interventions and Complications (EDIC). Design, implementation, and preliminary results of a long-term follow-up of the Diabetes Control and Complications Trial cohort.糖尿病干预与并发症流行病学研究(EDIC)。糖尿病控制与并发症试验队列长期随访的设计、实施及初步结果。
Diabetes Care. 1999 Jan;22(1):99-111. doi: 10.2337/diacare.22.1.99.
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The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus.糖尿病强化治疗对胰岛素依赖型糖尿病长期并发症发生及进展的影响。
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多中心双能X线吸收测定研究中系统分析误差的识别与缓解

Identification and mitigation of a systematic analysis error in a multicenter dual-energy x-ray absorptiometry study.

作者信息

Lorenzi Gayle M, Braffett Barbara H, Bebu Ionut, Trapani Victoria R, Backlund Jye-Yu C, Farrell Kaleigh, Gubitosi-Klug Rose A, Schwartz Ann V

机构信息

University of California San Diego, La Jolla, CA, USA.

Biostatistics Center, The George Washington University, Rockville, MD, USA.

出版信息

Clin Trials. 2025 Apr 22:17407745251328257. doi: 10.1177/17407745251328257.

DOI:10.1177/17407745251328257
PMID:40260654
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12379604/
Abstract

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.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f24d/12379604/9a256a03df9d/nihms-2063149-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f24d/12379604/71c0e07eb0d5/nihms-2063149-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f24d/12379604/ce0b1b1c4de7/nihms-2063149-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f24d/12379604/9a256a03df9d/nihms-2063149-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f24d/12379604/71c0e07eb0d5/nihms-2063149-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f24d/12379604/ce0b1b1c4de7/nihms-2063149-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f24d/12379604/9a256a03df9d/nihms-2063149-f0003.jpg
摘要

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。