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 inBMJ open Vol. 5; no. 4; p. e007299
Main Authors Springate, David A, Ashcroft, Darren M, Kontopantelis, Evangelos, Doran, Tim, Ryan, Ronan, Reeves, David
Format Journal Article
LanguageEnglish
Published England BMJ Publishing Group LTD 13.04.2015
BMJ Publishing Group
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ISSN2044-6055
2044-6055
DOI10.1136/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.
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
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  organization: Centre for Biostatistics, Institute of Population Health, University of Manchester, Manchester, UK
BackLink https://www.ncbi.nlm.nih.gov/pubmed/25869690$$D View this record in MEDLINE/PubMed
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Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions 2015 This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY 4.0) license, which permits others to distribute, remix, adapt and build upon this work, for commercial use, provided the original work is properly cited. See: http://creativecommons.org/licenses/by/4.0/ Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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– notice: Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions 2015 This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY 4.0) license, which permits others to distribute, remix, adapt and build upon this work, for commercial use, provided the original work is properly cited. See: http://creativecommons.org/licenses/by/4.0/ Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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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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proquest
pubmed
crossref
bmj
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Publisher
StartPage e007299
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
URI http://bmjopen.bmj.com/content/5/4/e007299.full
https://www.ncbi.nlm.nih.gov/pubmed/25869690
https://www.proquest.com/docview/1785332755
https://www.proquest.com/docview/1673377513
https://pubmed.ncbi.nlm.nih.gov/PMC4401857
Volume 5
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