Association Between Genetic Variant Scores and DOACs (DARES2)
Study Details
Study Description
Brief Summary
The study's objective is to evaluate the predictive accuracy of Cipherome's algorithm in predicting and preventing serious adverse drug reactions (ADRs) experienced by patients while on direct oral anti-coagulants (DOACs).
Condition or Disease | Intervention/Treatment | Phase |
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Study Design
Arms and Interventions
Arm | Intervention/Treatment |
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ADR Group ISTH bleeding scale Major Bleeding |
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Control Group No ADR, No Treatment Failure |
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Treatment Failure Group Recurrent MI, Ischemic stroke, Other thromboembolic disorders |
Outcome Measures
Primary Outcome Measures
- To determine the predictive accuracy of Cipherome's Drug Safety Score (DSS) in correlating with serious Adverse Drug Reactions associated with Direct Oral Anti-coagulants (DOACs) (rivaroxaban, apixaban, dabigatran, and edoxaban). [Within 1 year of DOAC therapy initiation]
The primary endpoint is to determine the accuracy of the DSS in predicting clinical outcomes of major bleeding per International Society of Thrombosis and Haemostatis (ISTH) criteria in subjects on Direct Oral Anti-coagulants (DOACs). The DSS is calculated on a scale of 0 to 1, with scores below 0.3 correlated with a higher risk of ADRs and scores above 0.7 correlated with a lower risk of ADRs. We will determine the DSS of all subjects who experienced major bleeding and compare it to the DSS of control subjects who did not experience bleeding.
Secondary Outcome Measures
- To evaluate the predictive accuracy of the DSS in correlating with serious ADRs compared to clinical tools (e.g., HAS BLED criteria). [Within 1 year of DOAC therapy initiation]
The secondary endpoint is to determine the accuracy of the DSS predicting clinical outcomes compared to clinical tools such as the HAS-BLED scoring system. A subject with a HAS-BLED score of > 4 points will be considered moderate-high risk of bleeding and a HAS-BLED score of 4 or less will be considered low risk. A DSS is calculated on a scale of 0 to 1, with scores below 0.3 correlated with a higher risk of ADRs and scores above 0.7 correlated with a lower risk of ADRs. Both DSS (low and high risk subjects) and HAS-BLED scores (low and high risk subjects) will be compared to actual clinical outcomes to assess the predictive accuracy of each scoring system.
- To evaluate the predictive accuracy of the DSS in correlating with treatment failures while on Direct Oral Anti-coagulants (DOACs) [Within 1 year of DOAC therapy initiation]
The secondary endpoint is to determine the accuracy of the DSS in predicting treatment failures (e.g., recurrent MI, systemic embolism, or ischemic stroke) as compared to clinical outcomes while on DOACs. The DSS is calculated on a scale of 0 to 1, with preliminary studies demonstrating that scores below 0.3 correlated with a higher risk of ADRs and scores above 0.7 correlated with a lower risk of ADRs.
Other Outcome Measures
- To discover novel pharmacogenetic variants associated with Direct Oral Anti-coagulants (DOACs) [Within 1 year of DOAC therapy initiation]
Novel variants will be assessed using whole genome sequencing to evaluate the genetic pathways in individuals with serious ADRs and treatment failures. Through our analyses we intend to identify novel genetic variants in subjects with serious ADRs or treatment failure while on P2Y12 inhibitors.
Eligibility Criteria
Criteria
Inclusion Criteria:
- Any adult patient 18 years and older, who experienced a serious adverse drug reaction while taking a DOAC and is able to provide informed consent.
Exclusion Criteria:
- Failure to provide informed consent
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
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1 | SNUBH | Seongnam-si | Gyonggi-do | Korea, Republic of |
Sponsors and Collaborators
- Cipherome, Inc.
- Seoul National University Bundang Hospital
Investigators
- Principal Investigator: Ilyoung Oh, MD, SNUBH
Study Documents (Full-Text)
None provided.More Information
Publications
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- Sychev DA, Levanov AN, Shelekhova TV, Bochkov PO, Denisenko NP, Ryzhikova KA, Mirzaev KB, Grishina EA, Gavrilov MA, Ramenskaya GV, Kozlov AV, Bogoslovsky T. The impact of ABCB1 (rs1045642 and rs4148738) and CES1 (rs2244613) gene polymorphisms on dabigatran equilibrium peak concentration in patients after total knee arthroplasty. Pharmgenomics Pers Med. 2018 Jul 25;11:127-137. doi: 10.2147/PGPM.S169277. eCollection 2018. Erratum in: Pharmgenomics Pers Med. 2018 Sep 26;11:167.
- Ueshima S, Hira D, Kimura Y, Fujii R, Tomitsuka C, Yamane T, Tabuchi Y, Ozawa T, Itoh H, Ohno S, Horie M, Terada T, Katsura T. Population pharmacokinetics and pharmacogenomics of apixaban in Japanese adult patients with atrial fibrillation. Br J Clin Pharmacol. 2018 Jun;84(6):1301-1312. doi: 10.1111/bcp.13561. Epub 2018 Apr 16.
- Xian Y, Xu H, O'Brien EC, Shah S, Thomas L, Pencina MJ, Fonarow GC, Olson DM, Schwamm LH, Bhatt DL, Smith EE, Hannah D, Maisch L, Lytle BL, Peterson ED, Hernandez AF. Clinical Effectiveness of Direct Oral Anticoagulants vs Warfarin in Older Patients With Atrial Fibrillation and Ischemic Stroke: Findings From the Patient-Centered Research Into Outcomes Stroke Patients Prefer and Effectiveness Research (PROSPER) Study. JAMA Neurol. 2019 Oct 1;76(10):1192-1202. doi: 10.1001/jamaneurol.2019.2099.
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- C02-002 BD001