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
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.
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Columbia Univ, Dept Biomed Informat, New York, NY 10032 USAColumbia Univ, Dept Biomed Informat, New York, NY 10032 USA
Miotto, Riccardo
Weng, Chunhua
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Columbia Univ, Dept Biomed Informat, New York, NY 10032 USA
Columbia Univ, Irving Inst Clin & Translat Res, New York, NY 10032 USAColumbia Univ, Dept Biomed Informat, New York, NY 10032 USA
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SUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USASUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USA
Heslin, Kathleen P.
Haruna, Aminat
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SUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USA
Univ Pittsburgh, Dept Anesthesiol & Perioperat Med, Med Ctr, Pittsburgh, PA USASUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USA
Haruna, Aminat
George, Regina A.
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Univ Alabama, Dept Psychol, Box 870348, Tuscaloosa, AL 35487 USASUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USA
George, Regina A.
Chen, Shiyu
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SUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USA
VA Boston Harvard South Shore, Dept Psychiat, Brockton, MA USASUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USA
Chen, Shiyu
Nobel, Ishak
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SUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USA
Staten Isl Univ Hosp, Dept Psychiat & Behav Sci, Staten Isl, NY USA
Staten Isl Univ Hosp, Northwell Hlth, Staten Isl, NY USASUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USA
Nobel, Ishak
Anderson, Kathryn B.
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SUNY Upstate Med Univ, Inst Global Hlth & Translat Sci, Syracuse, NY 13210 USA
SUNY Upstate Med Univ, Dept Microbiol & Immunol, Syracuse, NY 13210 USASUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USA
Anderson, Kathryn B.
Faraone, Stephen, V
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SUNY Upstate Med Univ, Dept Psychiat & Behav Sci, 3732B Neurosci Res Bldg,505 Irving Ave, Syracuse, NY 13210 USA
SUNY Upstate Med Univ, Dept Neurosci & Physiol, Syracuse, NY 13210 USASUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USA
Faraone, Stephen, V
Zhang-James, Yanli
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SUNY Upstate Med Univ, Dept Psychiat & Behav Sci, 3732B Neurosci Res Bldg,505 Irving Ave, Syracuse, NY 13210 USASUNY Upstate Med Univ, Dept Psychiat, Syracuse, NY 13210 USA
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Seoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Internal Med, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Kim, Yong-Hyun
Seo, Jang-Ho
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Seoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Internal Med, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Seo, Jang-Ho
Ahn, Kyung-Min
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Seoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Internal Med, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Ahn, Kyung-Min
Yang, Min-Suk
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Seoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Seoul Natl Univ, Boramae Med Ctr, Seoul Metropolitan Govt, Dept Internal Med, Seoul, South Korea
Seoul Natl Univ, Med Res Council, Inst Allergy & Clin Immunol, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Yang, Min-Suk
Kim, Sae-Hoon
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Seoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Seoul Natl Univ, Med Res Council, Inst Allergy & Clin Immunol, Seoul, South Korea
Seoul Natl Univ, Bundang Hosp, Dept Internal Med, Seongnam, South KoreaSeoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Kim, Sae-Hoon
Cho, Sang-Heon
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Seoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Internal Med, Seoul, South Korea
Seoul Natl Univ, Med Res Council, Inst Allergy & Clin Immunol, Seoul, South KoreaSeoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Cho, Sang-Heon
Chang, Yoon-Seok
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Seoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea
Seoul Natl Univ, Med Res Council, Inst Allergy & Clin Immunol, Seoul, South Korea
Seoul Natl Univ, Bundang Hosp, Dept Internal Med, Seongnam, South KoreaSeoul Natl Univ, Coll Med, Dept Internal Med, Seoul, South Korea