A Cost-Consequence Analysis of Preemptive SLCO1B1 Testing for Statin Myopathy Risk Compared to Usual Care
There is a well-validated association between SLCO1B1 (rs4149056) and statin-associated muscle symptoms (SAMS). Preemptive SLCO1B1 pharmacogenetic (PGx) testing may diminish the incidence of SAMS by identifying individuals with increased genetic risk before statin initiation. Despite its potential c...
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description | There is a well-validated association between SLCO1B1 (rs4149056) and statin-associated muscle symptoms (SAMS). Preemptive SLCO1B1 pharmacogenetic (PGx) testing may diminish the incidence of SAMS by identifying individuals with increased genetic risk before statin initiation. Despite its potential clinical application, the cost implications of SLCO1B1 testing are largely unknown. We conducted a cost-consequence analysis of preemptive SLCO1B1 testing (PGx+) versus usual care (PGx-) among Veteran patients enrolled in the Integrating Pharmacogenetics in Clinical Care (I-PICC) Study. The assessment was conducted using a health system perspective and 12-month time horizon. Incremental costs of SLCO1B1 testing and downstream medical care were estimated using data from the U.S. Department of Veterans Affairs' Managerial Cost Accounting System. A decision analytic model was also developed to model 1-month cost and SAMS-related outcomes in a hypothetical cohort of 10,000 Veteran patients, where all patients were initiated on simvastatin. Over 12 months, 13.5% of PGx+ (26/193) and 11.2% of PGx- (24/215) participants in the I-PICC Study were prescribed Clinical Pharmacogenetics Implementation Consortium (CPIC) guideline-concordant statins (& UDelta;2.9%, 95% CI -4.0% to 10.0%). Differences in mean per-patient costs for lipid therapy prescriptions, including statins, for PGx+ compared to PGx- participants were not statistically significant (& UDelta; USD 9.53, 95% CI -0.86 to 22.80 USD). Differences in per-patient costs attributable to the intervention, including PGx testing, lipid-lowering prescriptions, SAMS, laboratory and imaging expenses, and primary care and cardiology services, were also non-significant (& UDelta;- USD 1004, 95% CI -2684 to 1009 USD). In the hypothetical cohort, SLCO1B1-informed statin therapy averted 109 myalgias and 3 myopathies at 1-month follow up. Fewer statin discontinuations (78 vs. 109) were also observed, but the SLCO1B1 testing strategy was 96 USD more costly per patient compared to no testing (124 vs. 28 USD). The implementation of SLCO1B1 testing resulted in small, non-significant increases in the proportion of patients receiving CPIC-concordant statin prescriptions within a real-world primary care context, diminished the incidence of SAMS, and reduced statin discontinuations in a hypothetical cohort of 10,000 patients. Despite these effects, SLCO1B1 testing administered as a standalone test did not result in lower per-patient healt |
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Preemptive SLCO1B1 pharmacogenetic (PGx) testing may diminish the incidence of SAMS by identifying individuals with increased genetic risk before statin initiation. Despite its potential clinical application, the cost implications of SLCO1B1 testing are largely unknown. We conducted a cost-consequence analysis of preemptive SLCO1B1 testing (PGx+) versus usual care (PGx-) among Veteran patients enrolled in the Integrating Pharmacogenetics in Clinical Care (I-PICC) Study. The assessment was conducted using a health system perspective and 12-month time horizon. Incremental costs of SLCO1B1 testing and downstream medical care were estimated using data from the U.S. Department of Veterans Affairs' Managerial Cost Accounting System. A decision analytic model was also developed to model 1-month cost and SAMS-related outcomes in a hypothetical cohort of 10,000 Veteran patients, where all patients were initiated on simvastatin. Over 12 months, 13.5% of PGx+ (26/193) and 11.2% of PGx- (24/215) participants in the I-PICC Study were prescribed Clinical Pharmacogenetics Implementation Consortium (CPIC) guideline-concordant statins (& UDelta;2.9%, 95% CI -4.0% to 10.0%). Differences in mean per-patient costs for lipid therapy prescriptions, including statins, for PGx+ compared to PGx- participants were not statistically significant (& UDelta; USD 9.53, 95% CI -0.86 to 22.80 USD). Differences in per-patient costs attributable to the intervention, including PGx testing, lipid-lowering prescriptions, SAMS, laboratory and imaging expenses, and primary care and cardiology services, were also non-significant (& UDelta;- USD 1004, 95% CI -2684 to 1009 USD). In the hypothetical cohort, SLCO1B1-informed statin therapy averted 109 myalgias and 3 myopathies at 1-month follow up. Fewer statin discontinuations (78 vs. 109) were also observed, but the SLCO1B1 testing strategy was 96 USD more costly per patient compared to no testing (124 vs. 28 USD). The implementation of SLCO1B1 testing resulted in small, non-significant increases in the proportion of patients receiving CPIC-concordant statin prescriptions within a real-world primary care context, diminished the incidence of SAMS, and reduced statin discontinuations in a hypothetical cohort of 10,000 patients. Despite these effects, SLCO1B1 testing administered as a standalone test did not result in lower per-patient health care costs at 1 month or over 1 year of treatment. The inclusion of SLCO1B1, among other well-validated pharmacogenes, into preemptive panel-based testing strategies may provide a better balance of clinical benefit and cost.</description><identifier>ISSN: 2075-4426</identifier><identifier>EISSN: 2075-4426</identifier><identifier>DOI: 10.3390/jpm11111123</identifier><identifier>PMID: 34834475</identifier><language>eng</language><publisher>BASEL: Mdpi</publisher><subject><![CDATA[Cardiology ; Cost accounting ; Cost estimates ; Electronic health records ; Enrollments ; General & Internal Medicine ; Genotype & phenotype ; Health care expenditures ; Health care policy ; Health Care Sciences & Services ; Health facilities ; Health risk assessment ; Health services utilization ; Life Sciences & Biomedicine ; Medicine, General & Internal ; Myopathy ; Patients ; Pharmacogenetics ; Precision medicine ; Primary care ; Science & Technology ; Simvastatin ; Statins ; Statistical analysis ; Veterans]]></subject><ispartof>Journal of personalized medicine, 2021-10, Vol.11 (11), p.1123, Article 1123</ispartof><rights>2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://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.</rights><rights>2021 by the authors. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>6</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000725844400001</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c339t-9d3fdda28e55becc129685b15168a6d95fb135fbd6520729fbdcfe7ad279adcc3</citedby><cites>FETCH-LOGICAL-c339t-9d3fdda28e55becc129685b15168a6d95fb135fbd6520729fbdcfe7ad279adcc3</cites><orcidid>0000-0001-8060-1540 ; 0000-0003-2241-5402 ; 0000-0003-1620-3526 ; 0000-0003-4068-776X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8624003/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8624003/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,728,781,785,886,27929,27930,39262,39263,53796,53798</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34834475$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Brunette, Charles A.</creatorcontrib><creatorcontrib>Dong, Olivia M.</creatorcontrib><creatorcontrib>Vassy, Jason L.</creatorcontrib><creatorcontrib>Danowski, Morgan E.</creatorcontrib><creatorcontrib>Alexander, Nicholas</creatorcontrib><creatorcontrib>Antwi, Ashley A.</creatorcontrib><creatorcontrib>Christensen, Kurt D.</creatorcontrib><title>A Cost-Consequence Analysis of Preemptive SLCO1B1 Testing for Statin Myopathy Risk Compared to Usual Care</title><title>Journal of personalized medicine</title><addtitle>J PERS MED</addtitle><addtitle>J Pers Med</addtitle><description>There is a well-validated association between SLCO1B1 (rs4149056) and statin-associated muscle symptoms (SAMS). Preemptive SLCO1B1 pharmacogenetic (PGx) testing may diminish the incidence of SAMS by identifying individuals with increased genetic risk before statin initiation. Despite its potential clinical application, the cost implications of SLCO1B1 testing are largely unknown. We conducted a cost-consequence analysis of preemptive SLCO1B1 testing (PGx+) versus usual care (PGx-) among Veteran patients enrolled in the Integrating Pharmacogenetics in Clinical Care (I-PICC) Study. The assessment was conducted using a health system perspective and 12-month time horizon. Incremental costs of SLCO1B1 testing and downstream medical care were estimated using data from the U.S. Department of Veterans Affairs' Managerial Cost Accounting System. A decision analytic model was also developed to model 1-month cost and SAMS-related outcomes in a hypothetical cohort of 10,000 Veteran patients, where all patients were initiated on simvastatin. Over 12 months, 13.5% of PGx+ (26/193) and 11.2% of PGx- (24/215) participants in the I-PICC Study were prescribed Clinical Pharmacogenetics Implementation Consortium (CPIC) guideline-concordant statins (& UDelta;2.9%, 95% CI -4.0% to 10.0%). Differences in mean per-patient costs for lipid therapy prescriptions, including statins, for PGx+ compared to PGx- participants were not statistically significant (& UDelta; USD 9.53, 95% CI -0.86 to 22.80 USD). Differences in per-patient costs attributable to the intervention, including PGx testing, lipid-lowering prescriptions, SAMS, laboratory and imaging expenses, and primary care and cardiology services, were also non-significant (& UDelta;- USD 1004, 95% CI -2684 to 1009 USD). In the hypothetical cohort, SLCO1B1-informed statin therapy averted 109 myalgias and 3 myopathies at 1-month follow up. Fewer statin discontinuations (78 vs. 109) were also observed, but the SLCO1B1 testing strategy was 96 USD more costly per patient compared to no testing (124 vs. 28 USD). The implementation of SLCO1B1 testing resulted in small, non-significant increases in the proportion of patients receiving CPIC-concordant statin prescriptions within a real-world primary care context, diminished the incidence of SAMS, and reduced statin discontinuations in a hypothetical cohort of 10,000 patients. Despite these effects, SLCO1B1 testing administered as a standalone test did not result in lower per-patient health care costs at 1 month or over 1 year of treatment. The inclusion of SLCO1B1, among other well-validated pharmacogenes, into preemptive panel-based testing strategies may provide a better balance of clinical benefit and cost.</description><subject>Cardiology</subject><subject>Cost accounting</subject><subject>Cost estimates</subject><subject>Electronic health records</subject><subject>Enrollments</subject><subject>General & Internal Medicine</subject><subject>Genotype & phenotype</subject><subject>Health care expenditures</subject><subject>Health care policy</subject><subject>Health Care Sciences & Services</subject><subject>Health facilities</subject><subject>Health risk assessment</subject><subject>Health services utilization</subject><subject>Life Sciences & Biomedicine</subject><subject>Medicine, General & Internal</subject><subject>Myopathy</subject><subject>Patients</subject><subject>Pharmacogenetics</subject><subject>Precision medicine</subject><subject>Primary care</subject><subject>Science & Technology</subject><subject>Simvastatin</subject><subject>Statins</subject><subject>Statistical analysis</subject><subject>Veterans</subject><issn>2075-4426</issn><issn>2075-4426</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>GIZIO</sourceid><sourceid>HGBXW</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNqNkUtv1DAUhSNERau2K_bIEhsklBK_8tggDRGPSlMV0XZtOc5N6yGJU9spmn_PnU4Zpqzwwr6WPx_de06SvKbZGedV9mE1DfRxMf4iOWJZIVMhWP5yrz5MTkNYZbhKyVievUoOuSi5EIU8SuyC1C7EtHZjgPsZRgNkMep-HWwgriPfPcAwRfsA5GpZX9JPlFxDiHa8JZ3z5CpqrMnF2k063q3JDxt-ouAwaQ8tiY7chFn3pMbrSXLQ6T7A6dN5nNx8-Xxdf0uXl1_P68UyNThQTKuWd22rWQlSNmAMZVVeyoZKmpc6byvZNZTj1uYSJ2QVVqaDQresqHRrDD9OPm51p7kZoDUwRq97NXk7aL9WTlv1_GW0d-rWPagyZyLLOAq8exLwDh0JUQ02GOh7PYKbg0ILkasYLxB9-w-6crNH-x4pllVodIXU-y1lvAvBQ7drhmZqk6LaSxHpN_v979g_mSFQboFf0LguGLsJbYdhzAWTpRBikzit7SYhN9ZuHuPfTv7nK_8Nw0O49g</recordid><startdate>20211031</startdate><enddate>20211031</enddate><creator>Brunette, Charles A.</creator><creator>Dong, Olivia M.</creator><creator>Vassy, Jason L.</creator><creator>Danowski, Morgan E.</creator><creator>Alexander, Nicholas</creator><creator>Antwi, Ashley A.</creator><creator>Christensen, Kurt D.</creator><general>Mdpi</general><general>MDPI AG</general><general>MDPI</general><scope>17B</scope><scope>BLEPL</scope><scope>DTL</scope><scope>DVR</scope><scope>EGQ</scope><scope>GIZIO</scope><scope>HGBXW</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-8060-1540</orcidid><orcidid>https://orcid.org/0000-0003-2241-5402</orcidid><orcidid>https://orcid.org/0000-0003-1620-3526</orcidid><orcidid>https://orcid.org/0000-0003-4068-776X</orcidid></search><sort><creationdate>20211031</creationdate><title>A Cost-Consequence Analysis of Preemptive SLCO1B1 Testing for Statin Myopathy Risk Compared to Usual Care</title><author>Brunette, Charles A. ; Dong, Olivia M. ; Vassy, Jason L. ; Danowski, Morgan E. ; Alexander, Nicholas ; Antwi, Ashley A. ; Christensen, Kurt D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c339t-9d3fdda28e55becc129685b15168a6d95fb135fbd6520729fbdcfe7ad279adcc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Cardiology</topic><topic>Cost accounting</topic><topic>Cost estimates</topic><topic>Electronic health records</topic><topic>Enrollments</topic><topic>General & Internal Medicine</topic><topic>Genotype & phenotype</topic><topic>Health care expenditures</topic><topic>Health care policy</topic><topic>Health Care Sciences & Services</topic><topic>Health facilities</topic><topic>Health risk assessment</topic><topic>Health services utilization</topic><topic>Life Sciences & Biomedicine</topic><topic>Medicine, General & Internal</topic><topic>Myopathy</topic><topic>Patients</topic><topic>Pharmacogenetics</topic><topic>Precision medicine</topic><topic>Primary care</topic><topic>Science & Technology</topic><topic>Simvastatin</topic><topic>Statins</topic><topic>Statistical analysis</topic><topic>Veterans</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Brunette, Charles A.</creatorcontrib><creatorcontrib>Dong, Olivia M.</creatorcontrib><creatorcontrib>Vassy, Jason L.</creatorcontrib><creatorcontrib>Danowski, Morgan E.</creatorcontrib><creatorcontrib>Alexander, Nicholas</creatorcontrib><creatorcontrib>Antwi, Ashley A.</creatorcontrib><creatorcontrib>Christensen, Kurt D.</creatorcontrib><collection>Web of Knowledge</collection><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Social Sciences Citation Index</collection><collection>Web of Science Primary (SCIE, SSCI & AHCI)</collection><collection>Web of Science - Social Sciences Citation Index – 2021</collection><collection>Web of Science - Science Citation Index Expanded - 2021</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>Proquest Central</collection><collection>Natural Science Collection (ProQuest)</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Biological Science Database</collection><collection>Access via ProQuest (Open Access)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of personalized medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Brunette, Charles A.</au><au>Dong, Olivia M.</au><au>Vassy, Jason L.</au><au>Danowski, Morgan E.</au><au>Alexander, Nicholas</au><au>Antwi, Ashley A.</au><au>Christensen, Kurt D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Cost-Consequence Analysis of Preemptive SLCO1B1 Testing for Statin Myopathy Risk Compared to Usual Care</atitle><jtitle>Journal of personalized medicine</jtitle><stitle>J PERS MED</stitle><addtitle>J Pers Med</addtitle><date>2021-10-31</date><risdate>2021</risdate><volume>11</volume><issue>11</issue><spage>1123</spage><pages>1123-</pages><artnum>1123</artnum><issn>2075-4426</issn><eissn>2075-4426</eissn><abstract>There is a well-validated association between SLCO1B1 (rs4149056) and statin-associated muscle symptoms (SAMS). Preemptive SLCO1B1 pharmacogenetic (PGx) testing may diminish the incidence of SAMS by identifying individuals with increased genetic risk before statin initiation. Despite its potential clinical application, the cost implications of SLCO1B1 testing are largely unknown. We conducted a cost-consequence analysis of preemptive SLCO1B1 testing (PGx+) versus usual care (PGx-) among Veteran patients enrolled in the Integrating Pharmacogenetics in Clinical Care (I-PICC) Study. The assessment was conducted using a health system perspective and 12-month time horizon. Incremental costs of SLCO1B1 testing and downstream medical care were estimated using data from the U.S. Department of Veterans Affairs' Managerial Cost Accounting System. A decision analytic model was also developed to model 1-month cost and SAMS-related outcomes in a hypothetical cohort of 10,000 Veteran patients, where all patients were initiated on simvastatin. Over 12 months, 13.5% of PGx+ (26/193) and 11.2% of PGx- (24/215) participants in the I-PICC Study were prescribed Clinical Pharmacogenetics Implementation Consortium (CPIC) guideline-concordant statins (& UDelta;2.9%, 95% CI -4.0% to 10.0%). Differences in mean per-patient costs for lipid therapy prescriptions, including statins, for PGx+ compared to PGx- participants were not statistically significant (& UDelta; USD 9.53, 95% CI -0.86 to 22.80 USD). Differences in per-patient costs attributable to the intervention, including PGx testing, lipid-lowering prescriptions, SAMS, laboratory and imaging expenses, and primary care and cardiology services, were also non-significant (& UDelta;- USD 1004, 95% CI -2684 to 1009 USD). In the hypothetical cohort, SLCO1B1-informed statin therapy averted 109 myalgias and 3 myopathies at 1-month follow up. Fewer statin discontinuations (78 vs. 109) were also observed, but the SLCO1B1 testing strategy was 96 USD more costly per patient compared to no testing (124 vs. 28 USD). The implementation of SLCO1B1 testing resulted in small, non-significant increases in the proportion of patients receiving CPIC-concordant statin prescriptions within a real-world primary care context, diminished the incidence of SAMS, and reduced statin discontinuations in a hypothetical cohort of 10,000 patients. Despite these effects, SLCO1B1 testing administered as a standalone test did not result in lower per-patient health care costs at 1 month or over 1 year of treatment. 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subjects | Cardiology Cost accounting Cost estimates Electronic health records Enrollments General & Internal Medicine Genotype & phenotype Health care expenditures Health care policy Health Care Sciences & Services Health facilities Health risk assessment Health services utilization Life Sciences & Biomedicine Medicine, General & Internal Myopathy Patients Pharmacogenetics Precision medicine Primary care Science & Technology Simvastatin Statins Statistical analysis Veterans |
title | A Cost-Consequence Analysis of Preemptive SLCO1B1 Testing for Statin Myopathy Risk Compared to Usual Care |
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