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The correlation between the number of eligible patients in routine clinical practice and the low recruitment level in clinical trials: a retrospective study using electronic medical records.

机译:常规临床实践中合格患者数量与临床试验中低招募水平之间的相关性:一项使用电子病历的回顾性研究。

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摘要

[Background]A number of clinical trials have encountered difficulties enrolling a sufficient number of patients upon initiating the trial. Recently, many screening systems that search clinical data warehouses for patients who are eligible for clinical trials have been developed. We aimed to estimate the number of eligible patients using routine electronic medical records (EMRs) and to predict the difficulty of enrolling sufficient patients prior to beginning a trial. [Methods]Investigator-initiated clinical trials that were conducted at Kyoto University Hospital between July 2004 and January 2011 were included in this study. We searched the EMRs for eligible patients and calculated the eligible EMR patient index by dividing the number of eligible patients in the EMRs by the target sample size. Additionally, we divided the trial eligibility criteria into corresponding data elements in the EMRs to evaluate the completeness of mapping clinical manifestation in trial eligibility criteria into structured data elements in the EMRs. We evaluated the correlation between the index and the accrual achievement with Spearman's rank correlation coefficient. [Results]Thirteen of 19 trials did not achieve their original target sample size. Overall, 55% of the trial eligibility criteria were mapped into data elements in EMRs. The accrual achievement demonstrated a significant positive correlation with the eligible EMR patient index (r = 0.67, 95% confidence interval (CI), 0.42 to 0.92). The receiver operating characteristic analysis revealed an eligible EMR patient index cut-off value of 1.7, with a sensitivity of 69.2% and a specificity of 100.0%. [Conclusions]Our study suggests that the eligible EMR patient index remains exploratory but could be a useful component of the feasibility study when planning a clinical trial. Establishing a step to check whether there are likely to be a sufficient number of eligible patients enables sponsors and investigators to concentrate their resources and efforts on more achievable trials.
机译:[背景]许多临床试验在启动试验时招募足够多的患者时遇到困难。近来,已经开发了许多筛选系统,这些筛选系统在临床数据仓库中搜索有资格进行临床试验的患者。我们旨在评估使用常规电子病历(EMR)的合格患者的数量,并预测开始试验之前招募足够患者的难度。 [方法]研究人员于2004年7月至2011年1月在京都大学医院进行了临床研究。我们搜索了符合条件的患者的EMR,并通过将EMR中符合条件的患者人数除以目标样本量来计算符合条件的EMR患者指数。此外,我们将试验资格标准分为EMR中的相应数据元素,以评估将试验资格标准中的临床表现映射到EMR中的结构化数据元素的完整性。我们用斯皮尔曼等级相关系数评估了指标与应计成就之间的相关性。 [结果] 19个试验中有13个未达到其原始目标样本量。总体而言,将55%的试验资格标准映射到EMR中的数据元素中。应计成就与合格的EMR患者指数呈显着正相关(r = 0.67,95%置信区间(CI),0.42至0.92)。接受者操作特征分析显示,符合条件的EMR患者指数截止值为1.7,敏感性为69.2%,特异性为100.0%。 [结论]我们的研究表明,符合条件的EMR患者指数仍具有探索性,但在计划临床试验时可能是可行性研究的有用组成部分。建立检查可能是否有足够数量的合格患者的步骤,可以使申办者和研究者将他们的资源和精力集中在更可行的试验上。

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