Understanding inconsistency in the results from observational pharmacoepidemiological studies: the case of antidepressant use and risk of hip/femur fractures
Purpose Results from observational studies on the same exposure–outcome association may be inconsistent because of variations in methodological factors, clinical factors or health care systems. We evaluated the consistency of results assessing the association between antidepressant use and the risk...
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Veröffentlicht in: | Pharmacoepidemiology and drug safety 2016-03, Vol.25 (S1), p.88-102 |
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creator | Souverein, Patrick C. Abbing-Karahagopian, Victoria Martin, Elisa Huerta, Consuelo de Abajo, Francisco Leufkens, Hubert G. M. Candore, Gianmario Alvarez, Yolanda Slattery, Jim Miret, Montserrat Requena, Gema Gil, Miguel J. Groenwold, Rolf H. H. Reynolds, Robert Schlienger, Raymond G. Logie, John W. de Groot, Mark C. H. Klungel, Olaf H. van Staa, Tjeerd P. Egberts, Toine C. G. De Bruin, Marie L. Gardarsdottir, Helga |
description | Purpose
Results from observational studies on the same exposure–outcome association may be inconsistent because of variations in methodological factors, clinical factors or health care systems. We evaluated the consistency of results assessing the association between antidepressant use and the risk of hip/femur fractures in three European primary care databases using two different study designs.
Methods
Cohort and nested case control studies were conducted in three European primary care databases (Spanish BIFAP, Dutch Mondriaan and UK THIN) to assess the association between use of antidepressants and hip/femur fracture. A common protocol and statistical analysis plan was applied to harmonize study design and conduct between data sources.
Results
Current use of antidepressants was consistently associated with a 1.5 to 2.5‐fold increased risk of hip/femur fractures in all data sources with both designs, with estimates for SSRIs generally higher than those for TCAs. In general, risk estimates in Mondriaan, the smallest data source, were higher compared to the other data sources. This difference may be partially explained by an interaction between SSRI and age in Mondriaan. Adjustment for GP‐recorded lifestyle factors and matching on general practice had negligible impact on adjusted relative risk estimates.
Conclusion
We found a consistent increased risk of hip/femur fracture with current use of antidepressants across different databases and different designs. Applying similar pharmacoepidemiological study methods resulted in similar risks for TCA use and some variation for SSRI use. Some of these differences may express real (or natural) variance in the exposure‐outcome co‐occurrences. Copyright © 2016 John Wiley & Sons, Ltd. |
doi_str_mv | 10.1002/pds.3862 |
format | Article |
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Results from observational studies on the same exposure–outcome association may be inconsistent because of variations in methodological factors, clinical factors or health care systems. We evaluated the consistency of results assessing the association between antidepressant use and the risk of hip/femur fractures in three European primary care databases using two different study designs.
Methods
Cohort and nested case control studies were conducted in three European primary care databases (Spanish BIFAP, Dutch Mondriaan and UK THIN) to assess the association between use of antidepressants and hip/femur fracture. A common protocol and statistical analysis plan was applied to harmonize study design and conduct between data sources.
Results
Current use of antidepressants was consistently associated with a 1.5 to 2.5‐fold increased risk of hip/femur fractures in all data sources with both designs, with estimates for SSRIs generally higher than those for TCAs. In general, risk estimates in Mondriaan, the smallest data source, were higher compared to the other data sources. This difference may be partially explained by an interaction between SSRI and age in Mondriaan. Adjustment for GP‐recorded lifestyle factors and matching on general practice had negligible impact on adjusted relative risk estimates.
Conclusion
We found a consistent increased risk of hip/femur fracture with current use of antidepressants across different databases and different designs. Applying similar pharmacoepidemiological study methods resulted in similar risks for TCA use and some variation for SSRI use. Some of these differences may express real (or natural) variance in the exposure‐outcome co‐occurrences. Copyright © 2016 John Wiley & Sons, Ltd.</description><identifier>ISSN: 1053-8569</identifier><identifier>EISSN: 1099-1557</identifier><identifier>DOI: 10.1002/pds.3862</identifier><identifier>PMID: 27038355</identifier><language>eng</language><publisher>England: Blackwell Publishing Ltd</publisher><subject>adjustment ; Adolescent ; Adult ; Aged ; Aged, 80 and over ; Antidepressants ; Antidepressive Agents - adverse effects ; Case-Control Studies ; confounding ; electronic healthcare record databases ; Epidemiology ; Female ; Femur - injuries ; Fractures ; Hip Fractures - etiology ; Hip joint ; hip/femur fracture ; Humans ; Legs ; Male ; methodology ; Middle Aged ; observational studies ; Observational Studies as Topic ; pharmacoepidemiology ; Pharmacoepidemiology - standards ; Pharmacoepidemiology - statistics & numerical data ; Psychopharmacology ; Risk Factors</subject><ispartof>Pharmacoepidemiology and drug safety, 2016-03, Vol.25 (S1), p.88-102</ispartof><rights>Copyright © 2016 John Wiley & Sons, Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4212-f12adaa493eaf1b09da39050d1ac8341c7030b36e84ff92ae4a2f6d74b23f7db3</citedby><cites>FETCH-LOGICAL-c4212-f12adaa493eaf1b09da39050d1ac8341c7030b36e84ff92ae4a2f6d74b23f7db3</cites><orcidid>0000-0002-5764-5788</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fpds.3862$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fpds.3862$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27038355$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Souverein, Patrick C.</creatorcontrib><creatorcontrib>Abbing-Karahagopian, Victoria</creatorcontrib><creatorcontrib>Martin, Elisa</creatorcontrib><creatorcontrib>Huerta, Consuelo</creatorcontrib><creatorcontrib>de Abajo, Francisco</creatorcontrib><creatorcontrib>Leufkens, Hubert G. M.</creatorcontrib><creatorcontrib>Candore, Gianmario</creatorcontrib><creatorcontrib>Alvarez, Yolanda</creatorcontrib><creatorcontrib>Slattery, Jim</creatorcontrib><creatorcontrib>Miret, Montserrat</creatorcontrib><creatorcontrib>Requena, Gema</creatorcontrib><creatorcontrib>Gil, Miguel J.</creatorcontrib><creatorcontrib>Groenwold, Rolf H. H.</creatorcontrib><creatorcontrib>Reynolds, Robert</creatorcontrib><creatorcontrib>Schlienger, Raymond G.</creatorcontrib><creatorcontrib>Logie, John W.</creatorcontrib><creatorcontrib>de Groot, Mark C. H.</creatorcontrib><creatorcontrib>Klungel, Olaf H.</creatorcontrib><creatorcontrib>van Staa, Tjeerd P.</creatorcontrib><creatorcontrib>Egberts, Toine C. G.</creatorcontrib><creatorcontrib>De Bruin, Marie L.</creatorcontrib><creatorcontrib>Gardarsdottir, Helga</creatorcontrib><title>Understanding inconsistency in the results from observational pharmacoepidemiological studies: the case of antidepressant use and risk of hip/femur fractures</title><title>Pharmacoepidemiology and drug safety</title><addtitle>Pharmacoepidemiol Drug Saf</addtitle><description>Purpose
Results from observational studies on the same exposure–outcome association may be inconsistent because of variations in methodological factors, clinical factors or health care systems. We evaluated the consistency of results assessing the association between antidepressant use and the risk of hip/femur fractures in three European primary care databases using two different study designs.
Methods
Cohort and nested case control studies were conducted in three European primary care databases (Spanish BIFAP, Dutch Mondriaan and UK THIN) to assess the association between use of antidepressants and hip/femur fracture. A common protocol and statistical analysis plan was applied to harmonize study design and conduct between data sources.
Results
Current use of antidepressants was consistently associated with a 1.5 to 2.5‐fold increased risk of hip/femur fractures in all data sources with both designs, with estimates for SSRIs generally higher than those for TCAs. In general, risk estimates in Mondriaan, the smallest data source, were higher compared to the other data sources. This difference may be partially explained by an interaction between SSRI and age in Mondriaan. Adjustment for GP‐recorded lifestyle factors and matching on general practice had negligible impact on adjusted relative risk estimates.
Conclusion
We found a consistent increased risk of hip/femur fracture with current use of antidepressants across different databases and different designs. Applying similar pharmacoepidemiological study methods resulted in similar risks for TCA use and some variation for SSRI use. Some of these differences may express real (or natural) variance in the exposure‐outcome co‐occurrences. Copyright © 2016 John Wiley & Sons, Ltd.</description><subject>adjustment</subject><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Antidepressants</subject><subject>Antidepressive Agents - adverse effects</subject><subject>Case-Control Studies</subject><subject>confounding</subject><subject>electronic healthcare record databases</subject><subject>Epidemiology</subject><subject>Female</subject><subject>Femur - injuries</subject><subject>Fractures</subject><subject>Hip Fractures - etiology</subject><subject>Hip joint</subject><subject>hip/femur fracture</subject><subject>Humans</subject><subject>Legs</subject><subject>Male</subject><subject>methodology</subject><subject>Middle Aged</subject><subject>observational studies</subject><subject>Observational Studies as Topic</subject><subject>pharmacoepidemiology</subject><subject>Pharmacoepidemiology - standards</subject><subject>Pharmacoepidemiology - statistics & numerical data</subject><subject>Psychopharmacology</subject><subject>Risk Factors</subject><issn>1053-8569</issn><issn>1099-1557</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kctu1TAQhi0EoqUg8QTIEhs2aX3JzexQgRapKpWgArGxJr70uE3i4EmA8zC8Kw7n0B3eeDzzzT8a_4Q85-yYMyZOJovHsq3FA3LImVIFr6rm4RpXsmirWh2QJ4i3jOWaKh-TA9Ew2cqqOiS_r0frEs4w2jDe0DCaOGLA2Y1mm1903jiaHC79jNSnONDYoUs_YA5xhJ5OG0gDmOimYN0QYh9vgsl5nBcbHL7-228AHY2ewjhnaspymEO65GweS1PAu7W8CdOJd8OS8iAw85K5p-SRhx7ds_19RK7fv_t8el5cfDz7cPrmojCl4KLwXIAFKJV04HnHlAWpWMUsB9PKkpu8Lutk7drSeyXAlSB8bZuyE9I3tpNH5OVOd0rx--Jw1rdxSXlB1LzJpy6lEpl6taNMiojJeT2lMEDaas706oPOPujVh4y-2Asu3eDsPfjv4zNQ7ICfoXfb_wrpq7ef9oJ7fvXm1z0P6U7XjWwq_eXyTF9WolFX3871V_kH8_SldA</recordid><startdate>201603</startdate><enddate>201603</enddate><creator>Souverein, Patrick C.</creator><creator>Abbing-Karahagopian, Victoria</creator><creator>Martin, Elisa</creator><creator>Huerta, Consuelo</creator><creator>de Abajo, Francisco</creator><creator>Leufkens, Hubert G. M.</creator><creator>Candore, Gianmario</creator><creator>Alvarez, Yolanda</creator><creator>Slattery, Jim</creator><creator>Miret, Montserrat</creator><creator>Requena, Gema</creator><creator>Gil, Miguel J.</creator><creator>Groenwold, Rolf H. H.</creator><creator>Reynolds, Robert</creator><creator>Schlienger, Raymond G.</creator><creator>Logie, John W.</creator><creator>de Groot, Mark C. H.</creator><creator>Klungel, Olaf H.</creator><creator>van Staa, Tjeerd P.</creator><creator>Egberts, Toine C. G.</creator><creator>De Bruin, Marie L.</creator><creator>Gardarsdottir, Helga</creator><general>Blackwell Publishing Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>K9.</scope><orcidid>https://orcid.org/0000-0002-5764-5788</orcidid></search><sort><creationdate>201603</creationdate><title>Understanding inconsistency in the results from observational pharmacoepidemiological studies: the case of antidepressant use and risk of hip/femur fractures</title><author>Souverein, Patrick C. ; Abbing-Karahagopian, Victoria ; Martin, Elisa ; Huerta, Consuelo ; de Abajo, Francisco ; Leufkens, Hubert G. M. ; Candore, Gianmario ; Alvarez, Yolanda ; Slattery, Jim ; Miret, Montserrat ; Requena, Gema ; Gil, Miguel J. ; Groenwold, Rolf H. H. ; Reynolds, Robert ; Schlienger, Raymond G. ; Logie, John W. ; de Groot, Mark C. H. ; Klungel, Olaf H. ; van Staa, Tjeerd P. ; Egberts, Toine C. G. ; De Bruin, Marie L. ; Gardarsdottir, Helga</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4212-f12adaa493eaf1b09da39050d1ac8341c7030b36e84ff92ae4a2f6d74b23f7db3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>adjustment</topic><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Antidepressants</topic><topic>Antidepressive Agents - adverse effects</topic><topic>Case-Control Studies</topic><topic>confounding</topic><topic>electronic healthcare record databases</topic><topic>Epidemiology</topic><topic>Female</topic><topic>Femur - injuries</topic><topic>Fractures</topic><topic>Hip Fractures - etiology</topic><topic>Hip joint</topic><topic>hip/femur fracture</topic><topic>Humans</topic><topic>Legs</topic><topic>Male</topic><topic>methodology</topic><topic>Middle Aged</topic><topic>observational studies</topic><topic>Observational Studies as Topic</topic><topic>pharmacoepidemiology</topic><topic>Pharmacoepidemiology - standards</topic><topic>Pharmacoepidemiology - statistics & numerical data</topic><topic>Psychopharmacology</topic><topic>Risk Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Souverein, Patrick C.</creatorcontrib><creatorcontrib>Abbing-Karahagopian, Victoria</creatorcontrib><creatorcontrib>Martin, Elisa</creatorcontrib><creatorcontrib>Huerta, Consuelo</creatorcontrib><creatorcontrib>de Abajo, Francisco</creatorcontrib><creatorcontrib>Leufkens, Hubert G. M.</creatorcontrib><creatorcontrib>Candore, Gianmario</creatorcontrib><creatorcontrib>Alvarez, Yolanda</creatorcontrib><creatorcontrib>Slattery, Jim</creatorcontrib><creatorcontrib>Miret, Montserrat</creatorcontrib><creatorcontrib>Requena, Gema</creatorcontrib><creatorcontrib>Gil, Miguel J.</creatorcontrib><creatorcontrib>Groenwold, Rolf H. H.</creatorcontrib><creatorcontrib>Reynolds, Robert</creatorcontrib><creatorcontrib>Schlienger, Raymond G.</creatorcontrib><creatorcontrib>Logie, John W.</creatorcontrib><creatorcontrib>de Groot, Mark C. H.</creatorcontrib><creatorcontrib>Klungel, Olaf H.</creatorcontrib><creatorcontrib>van Staa, Tjeerd P.</creatorcontrib><creatorcontrib>Egberts, Toine C. G.</creatorcontrib><creatorcontrib>De Bruin, Marie L.</creatorcontrib><creatorcontrib>Gardarsdottir, Helga</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><jtitle>Pharmacoepidemiology and drug safety</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Souverein, Patrick C.</au><au>Abbing-Karahagopian, Victoria</au><au>Martin, Elisa</au><au>Huerta, Consuelo</au><au>de Abajo, Francisco</au><au>Leufkens, Hubert G. M.</au><au>Candore, Gianmario</au><au>Alvarez, Yolanda</au><au>Slattery, Jim</au><au>Miret, Montserrat</au><au>Requena, Gema</au><au>Gil, Miguel J.</au><au>Groenwold, Rolf H. H.</au><au>Reynolds, Robert</au><au>Schlienger, Raymond G.</au><au>Logie, John W.</au><au>de Groot, Mark C. H.</au><au>Klungel, Olaf H.</au><au>van Staa, Tjeerd P.</au><au>Egberts, Toine C. G.</au><au>De Bruin, Marie L.</au><au>Gardarsdottir, Helga</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Understanding inconsistency in the results from observational pharmacoepidemiological studies: the case of antidepressant use and risk of hip/femur fractures</atitle><jtitle>Pharmacoepidemiology and drug safety</jtitle><addtitle>Pharmacoepidemiol Drug Saf</addtitle><date>2016-03</date><risdate>2016</risdate><volume>25</volume><issue>S1</issue><spage>88</spage><epage>102</epage><pages>88-102</pages><issn>1053-8569</issn><eissn>1099-1557</eissn><abstract>Purpose
Results from observational studies on the same exposure–outcome association may be inconsistent because of variations in methodological factors, clinical factors or health care systems. We evaluated the consistency of results assessing the association between antidepressant use and the risk of hip/femur fractures in three European primary care databases using two different study designs.
Methods
Cohort and nested case control studies were conducted in three European primary care databases (Spanish BIFAP, Dutch Mondriaan and UK THIN) to assess the association between use of antidepressants and hip/femur fracture. A common protocol and statistical analysis plan was applied to harmonize study design and conduct between data sources.
Results
Current use of antidepressants was consistently associated with a 1.5 to 2.5‐fold increased risk of hip/femur fractures in all data sources with both designs, with estimates for SSRIs generally higher than those for TCAs. In general, risk estimates in Mondriaan, the smallest data source, were higher compared to the other data sources. This difference may be partially explained by an interaction between SSRI and age in Mondriaan. Adjustment for GP‐recorded lifestyle factors and matching on general practice had negligible impact on adjusted relative risk estimates.
Conclusion
We found a consistent increased risk of hip/femur fracture with current use of antidepressants across different databases and different designs. Applying similar pharmacoepidemiological study methods resulted in similar risks for TCA use and some variation for SSRI use. Some of these differences may express real (or natural) variance in the exposure‐outcome co‐occurrences. Copyright © 2016 John Wiley & Sons, Ltd.</abstract><cop>England</cop><pub>Blackwell Publishing Ltd</pub><pmid>27038355</pmid><doi>10.1002/pds.3862</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0002-5764-5788</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | adjustment Adolescent Adult Aged Aged, 80 and over Antidepressants Antidepressive Agents - adverse effects Case-Control Studies confounding electronic healthcare record databases Epidemiology Female Femur - injuries Fractures Hip Fractures - etiology Hip joint hip/femur fracture Humans Legs Male methodology Middle Aged observational studies Observational Studies as Topic pharmacoepidemiology Pharmacoepidemiology - standards Pharmacoepidemiology - statistics & numerical data Psychopharmacology Risk Factors |
title | Understanding inconsistency in the results from observational pharmacoepidemiological studies: the case of antidepressant use and risk of hip/femur fractures |
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