Can analyses of electronic patient records be independently and externally validated? Study 2—the effect of β-adrenoceptor blocker therapy on cancer survival: a retrospective cohort study
Objectives To conduct a fully independent, external validation of a research study based on one electronic health record database using a different database sampling from the same population. Design Retrospective cohort analysis of β-blocker therapy and all-cause mortality in patients with cancer. S...
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Published in | BMJ open Vol. 5; no. 4; p. e007299 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
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BMJ Publishing Group LTD
13.04.2015
BMJ Publishing Group |
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Online Access | Get full text |
ISSN | 2044-6055 2044-6055 |
DOI | 10.1136/bmjopen-2014-007299 |
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Abstract | Objectives To conduct a fully independent, external validation of a research study based on one electronic health record database using a different database sampling from the same population. Design Retrospective cohort analysis of β-blocker therapy and all-cause mortality in patients with cancer. Setting Two UK national primary care databases (PCDs): the Clinical Practice Research Datalink (CPRD) and Doctors’ Independent Network (DIN). Participants CPRD data for 11 302 patients with cancer compared with published results from DIN for 3462 patients; study period January 1997 to December 2006. Primary and secondary outcome measures All-cause mortality: overall; by treatment subgroup (β-blockers only, β-blockers plus other blood pressure lowering medicines (BPLM), other BPLMs only); and by cancer site. Results Using CPRD, β-blocker use was not associated with mortality (HR=1.03, 95% CI 0.93 to 1.14, vs patients prescribed other BPLMs only), but DIN β-blocker users had significantly higher mortality (HR=1.18, 95% CI 1.04 to 1.33). However, these HRs were not statistically different (p=0.063), but did differ for patients on β-blockers alone (CPRD=0.94, 95% CI 0.82 to 1.07; DIN=1.37, 95% CI 1.16 to 1.61; p<0.001). Results for individual cancer sites differed by study, but only significantly for prostate and pancreas cancers. Results were robust under sensitivity analyses, but we could not be certain that mortality was identically defined in both databases. Conclusions We found a complex pattern of similarities and differences between databases. Overall treatment effect estimates were not statistically different, adding to a growing body of evidence that different UK PCDs produce comparable effect estimates. However, individually the two studies lead to different conclusions regarding the safety of β-blockers and some subgroup effects differed significantly. Single studies using even internally well-validated databases do not guarantee generalisable results, especially for subgroups, and confirmatory studies using at least one other independent data source are strongly recommended. |
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AbstractList | Objectives To conduct a fully independent, external validation of a research study based on one electronic health record database using a different database sampling from the same population. Design Retrospective cohort analysis of β-blocker therapy and all-cause mortality in patients with cancer. Setting Two UK national primary care databases (PCDs): the Clinical Practice Research Datalink (CPRD) and Doctors’ Independent Network (DIN). Participants CPRD data for 11 302 patients with cancer compared with published results from DIN for 3462 patients; study period January 1997 to December 2006. Primary and secondary outcome measures All-cause mortality: overall; by treatment subgroup (β-blockers only, β-blockers plus other blood pressure lowering medicines (BPLM), other BPLMs only); and by cancer site. Results Using CPRD, β-blocker use was not associated with mortality (HR=1.03, 95% CI 0.93 to 1.14, vs patients prescribed other BPLMs only), but DIN β-blocker users had significantly higher mortality (HR=1.18, 95% CI 1.04 to 1.33). However, these HRs were not statistically different (p=0.063), but did differ for patients on β-blockers alone (CPRD=0.94, 95% CI 0.82 to 1.07; DIN=1.37, 95% CI 1.16 to 1.61; p<0.001). Results for individual cancer sites differed by study, but only significantly for prostate and pancreas cancers. Results were robust under sensitivity analyses, but we could not be certain that mortality was identically defined in both databases. Conclusions We found a complex pattern of similarities and differences between databases. Overall treatment effect estimates were not statistically different, adding to a growing body of evidence that different UK PCDs produce comparable effect estimates. However, individually the two studies lead to different conclusions regarding the safety of β-blockers and some subgroup effects differed significantly. Single studies using even internally well-validated databases do not guarantee generalisable results, especially for subgroups, and confirmatory studies using at least one other independent data source are strongly recommended. To conduct a fully independent, external validation of a research study based on one electronic health record database using a different database sampling from the same population.OBJECTIVESTo conduct a fully independent, external validation of a research study based on one electronic health record database using a different database sampling from the same population.Retrospective cohort analysis of β-blocker therapy and all-cause mortality in patients with cancer.DESIGNRetrospective cohort analysis of β-blocker therapy and all-cause mortality in patients with cancer.Two UK national primary care databases (PCDs): the Clinical Practice Research Datalink (CPRD) and Doctors' Independent Network (DIN).SETTINGTwo UK national primary care databases (PCDs): the Clinical Practice Research Datalink (CPRD) and Doctors' Independent Network (DIN).CPRD data for 11,302 patients with cancer compared with published results from DIN for 3462 patients; study period January 1997 to December 2006.PARTICIPANTSCPRD data for 11,302 patients with cancer compared with published results from DIN for 3462 patients; study period January 1997 to December 2006.All-cause mortality: overall; by treatment subgroup (β-blockers only, β-blockers plus other blood pressure lowering medicines (BPLM), other BPLMs only); and by cancer site.PRIMARY AND SECONDARY OUTCOME MEASURESAll-cause mortality: overall; by treatment subgroup (β-blockers only, β-blockers plus other blood pressure lowering medicines (BPLM), other BPLMs only); and by cancer site.Using CPRD, β-blocker use was not associated with mortality (HR=1.03, 95% CI 0.93 to 1.14, vs patients prescribed other BPLMs only), but DIN β-blocker users had significantly higher mortality (HR=1.18, 95% CI 1.04 to 1.33). However, these HRs were not statistically different (p=0.063), but did differ for patients on β-blockers alone (CPRD=0.94, 95% CI 0.82 to 1.07; DIN=1.37, 95% CI 1.16 to 1.61; p<0.001). Results for individual cancer sites differed by study, but only significantly for prostate and pancreas cancers. Results were robust under sensitivity analyses, but we could not be certain that mortality was identically defined in both databases.RESULTSUsing CPRD, β-blocker use was not associated with mortality (HR=1.03, 95% CI 0.93 to 1.14, vs patients prescribed other BPLMs only), but DIN β-blocker users had significantly higher mortality (HR=1.18, 95% CI 1.04 to 1.33). However, these HRs were not statistically different (p=0.063), but did differ for patients on β-blockers alone (CPRD=0.94, 95% CI 0.82 to 1.07; DIN=1.37, 95% CI 1.16 to 1.61; p<0.001). Results for individual cancer sites differed by study, but only significantly for prostate and pancreas cancers. Results were robust under sensitivity analyses, but we could not be certain that mortality was identically defined in both databases.We found a complex pattern of similarities and differences between databases. Overall treatment effect estimates were not statistically different, adding to a growing body of evidence that different UK PCDs produce comparable effect estimates. However, individually the two studies lead to different conclusions regarding the safety of β-blockers and some subgroup effects differed significantly. Single studies using even internally well-validated databases do not guarantee generalisable results, especially for subgroups, and confirmatory studies using at least one other independent data source are strongly recommended.CONCLUSIONSWe found a complex pattern of similarities and differences between databases. Overall treatment effect estimates were not statistically different, adding to a growing body of evidence that different UK PCDs produce comparable effect estimates. However, individually the two studies lead to different conclusions regarding the safety of β-blockers and some subgroup effects differed significantly. Single studies using even internally well-validated databases do not guarantee generalisable results, especially for subgroups, and confirmatory studies using at least one other independent data source are strongly recommended. To conduct a fully independent, external validation of a research study based on one electronic health record database using a different database sampling from the same population. Retrospective cohort analysis of β-blocker therapy and all-cause mortality in patients with cancer. Two UK national primary care databases (PCDs): the Clinical Practice Research Datalink (CPRD) and Doctors' Independent Network (DIN). CPRD data for 11,302 patients with cancer compared with published results from DIN for 3462 patients; study period January 1997 to December 2006. All-cause mortality: overall; by treatment subgroup (β-blockers only, β-blockers plus other blood pressure lowering medicines (BPLM), other BPLMs only); and by cancer site. Using CPRD, β-blocker use was not associated with mortality (HR=1.03, 95% CI 0.93 to 1.14, vs patients prescribed other BPLMs only), but DIN β-blocker users had significantly higher mortality (HR=1.18, 95% CI 1.04 to 1.33). However, these HRs were not statistically different (p=0.063), but did differ for patients on β-blockers alone (CPRD=0.94, 95% CI 0.82 to 1.07; DIN=1.37, 95% CI 1.16 to 1.61; p<0.001). Results for individual cancer sites differed by study, but only significantly for prostate and pancreas cancers. Results were robust under sensitivity analyses, but we could not be certain that mortality was identically defined in both databases. We found a complex pattern of similarities and differences between databases. Overall treatment effect estimates were not statistically different, adding to a growing body of evidence that different UK PCDs produce comparable effect estimates. However, individually the two studies lead to different conclusions regarding the safety of β-blockers and some subgroup effects differed significantly. Single studies using even internally well-validated databases do not guarantee generalisable results, especially for subgroups, and confirmatory studies using at least one other independent data source are strongly recommended. ObjectivesTo conduct a fully independent, external validation of a research study based on one electronic health record database using a different database sampling from the same population.DesignRetrospective cohort analysis of β-blocker therapy and all-cause mortality in patients with cancer.SettingTwo UK national primary care databases (PCDs): the Clinical Practice Research Datalink (CPRD) and Doctors’ Independent Network (DIN).ParticipantsCPRD data for 11 302 patients with cancer compared with published results from DIN for 3462 patients; study period January 1997 to December 2006.Primary and secondary outcome measuresAll-cause mortality: overall; by treatment subgroup (β-blockers only, β-blockers plus other blood pressure lowering medicines (BPLM), other BPLMs only); and by cancer site.ResultsUsing CPRD, β-blocker use was not associated with mortality (HR=1.03, 95% CI 0.93 to 1.14, vs patients prescribed other BPLMs only), but DIN β-blocker users had significantly higher mortality (HR=1.18, 95% CI 1.04 to 1.33). However, these HRs were not statistically different (p=0.063), but did differ for patients on β-blockers alone (CPRD=0.94, 95% CI 0.82 to 1.07; DIN=1.37, 95% CI 1.16 to 1.61; p<0.001). Results for individual cancer sites differed by study, but only significantly for prostate and pancreas cancers. Results were robust under sensitivity analyses, but we could not be certain that mortality was identically defined in both databases.ConclusionsWe found a complex pattern of similarities and differences between databases. Overall treatment effect estimates were not statistically different, adding to a growing body of evidence that different UK PCDs produce comparable effect estimates. However, individually the two studies lead to different conclusions regarding the safety of β-blockers and some subgroup effects differed significantly. Single studies using even internally well-validated databases do not guarantee generalisable results, especially for subgroups, and confirmatory studies using at least one other independent data source are strongly recommended. |
Author | Kontopantelis, Evangelos Doran, Tim Springate, David A Ashcroft, Darren M Ryan, Ronan Reeves, David |
AuthorAffiliation | 6 Primary Care Clinical Sciences , School of Health and Population Sciences, University of Birmingham, Edgbaston , UK 1 NIHR School for Primary Care Research, Centre for Primary Care, Institute of Population, Health, University of Manchester , Manchester , UK 4 Centre for Health Informatics, Institute of Population Health, University of Manchester , Manchester , UK 5 Department of Health Sciences , University of York , York , UK 2 Centre for Biostatistics, Institute of Population Health, University of Manchester , Manchester , UK 3 Centre for Pharmacoepidemiology and Drug Safety, Manchester Pharmacy School, University of Manchester , Manchester , UK |
AuthorAffiliation_xml | – name: 3 Centre for Pharmacoepidemiology and Drug Safety, Manchester Pharmacy School, University of Manchester , Manchester , UK – name: 1 NIHR School for Primary Care Research, Centre for Primary Care, Institute of Population, Health, University of Manchester , Manchester , UK – name: 6 Primary Care Clinical Sciences , School of Health and Population Sciences, University of Birmingham, Edgbaston , UK – name: 4 Centre for Health Informatics, Institute of Population Health, University of Manchester , Manchester , UK – name: 5 Department of Health Sciences , University of York , York , UK – name: 2 Centre for Biostatistics, Institute of Population Health, University of Manchester , Manchester , UK |
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Snippet | Objectives To conduct a fully independent, external validation of a research study based on one electronic health record database using a different database... To conduct a fully independent, external validation of a research study based on one electronic health record database using a different database sampling from... ObjectivesTo conduct a fully independent, external validation of a research study based on one electronic health record database using a different database... |
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SubjectTerms | Adrenergic beta-Antagonists - administration & dosage Antihypertensive Agents - administration & dosage Cancer Cardiovascular disease Clinical medicine Databases, Factual Electronic Health Records General practice / Family practice Humans Methods Mortality Neoplasms - drug therapy Neoplasms - mortality Primary Health Care - statistics & numerical data Retrospective Studies Sensitivity analysis Studies United Kingdom - epidemiology Validity |
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Title | Can analyses of electronic patient records be independently and externally validated? Study 2—the effect of β-adrenoceptor blocker therapy on cancer survival: a retrospective cohort study |
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