Cardiovascular DiseasesOptimATNCT03477331
Antithrombotics' Therapeutic Optimization in Hospitalized Patients Using Physiologically- and Population-based Pharmacokinetic Modeling
An observational study of Cardiovascular Diseases, run by University Hospital, Geneva at 1 site in Switzerland.
Trial summary
The main goal of the OptimAT study main goal is to validate a PBPK model for 3 direct oral anticoagulants (rivaroxaban, apixaban, dabigatran) and 3 P2Y12 inhibitors (clopidogrel, ticagrelor, prasugrel) in hospitalized patients. Read more about this study
- Who is it for?
- Ages 18 years and older
- Conditions the study is for
- Cardiovascular Diseases
- How many people
- 444 participants
- Where
- 1 siteSwitzerland
- Study dates
- 14 Jan 2018to 31 Jan 2024
- Phase
- Observational
- Are there results?
- None posted in the registry
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 18 years and older
- All sexes
- No healthy volunteers
- Adult, Older adult
Study population: Hospitalized patients
Who may be able to join
- Hospitalized patients at any of the Geneva University Hospitals 18 yo and older
- Treated with DOAC (dabigatran, rivaroxaban, apixaban) or/and P2Y12 (clopidogrel, ticragrelor et prasugel) at the time of study blood sampling
- Understanding of French language and able to give an inform consent.
Who cannot join
- Patients with a reduced life span (<6 mois)
- Change in dosage or cessation of the DOAC or P2Y12 taken by the participant follow up data will be censored at the time of change.
Trial locations and contacts
1 site in 1 country.
Switzerland1 site
Hopitaux universitaires de Genève, 4 rue Gabrielle-Perret-Gentil
Geneva, Canton of Geneva, 1205
About this study
The main goal of the OptimAT study main goal is to validate a PBPK model for 3 direct oral anticoagulants (rivaroxaban, apixaban, dabigatran) and 3 P2Y12 inhibitors (clopidogrel, ticagrelor, prasugrel) in hospitalized patients.
Read the detailed description
Patients treated with antithrombotics are at risk of both severe ischemic and bleeding events. However, current clinical scores are insufficiently discriminant to predict the most favorable drug and dosing for an improved net clinical benefit. Physiologically and population-based pharmacokinetic models (PBPK and POPPK respectively) incorporate substrate specific properties obtained from experimental in-vitro experiments as well as patients' demographic, genetic and physiological in vivo data in order to characterize the dose-concentration relationships. As such, they can be used to simulate and predict PK profiles accounting for specific patients' characteristics and are the basis of dosing optimization. These models could be a valuable tool to predict antithrombotic blood concentration in a given patient. Our main goal is to elaborate predictive models characterizing the dose-concentration relationship with influencing variables of three direct oral anticoagulants (DOAC) (rivaroxaban, apixaban, dabigatran) and three P2Y12 inhibitors (clopidogrel, prasugrel, ticagrelor) in hospitalized patients, which will serve as basis for drug selection and dosage optimization.
- Conditions
- Cardiovascular Diseases
- Keywords
- Direct oral anticoagulant, P2Y12 inhibitors, Physiologically-based pharmacokinetic model (PBPK), Population-based pharmacokinetic model (POPPK)
- Medical subject headings
- Cardiovascular Diseases
What is being measured
The primary outcome is the main question the study is designed to answer.
Area Under the Curve (AUC)
Difference between observed and PBPK model-predicted AUC (mean prediction error)
Measured: 2 years
Secondary outcomes (5)
Trough Concentration (Cmin)
Difference between observed and PBPK model-predicted Cmin (mean prediction error)
Measured: 2 years
Area Under the Curve (AUC) (stability of the model over time)
Difference between observed and model-predicted AUC during patients' rehospitalization (stability of the model over time)
Measured: 2 years
Major bleeding event-free survival
Major bleeding event-free survival according to drug exposure (AUC) during a prospective during a follow-up of two years for DOACs (dabigatran, rivaroxaban, apixaban) and P2Y12 receptor inhibitors (clopidogrel, ticragrelor, prasugel)
Measured: 2 years
Peak concentration (Cmax)
Difference between observed and PBPK model-predicted Cmax (mean prediction error)
Measured: 2 years
Thrombosis event-free survival
Thrombosis event-free survival according to drug exposure (AUC) during a prospective during a follow-up of two years for DOACs (dabigatran, rivaroxaban, apixaban) and P2Y12 receptor inhibitors (clopidogrel, ticragrelor, prasugel)
Measured: 2 years
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted26 Mar 2018
- Study start14 Jan 2018
- Primary completion31 Jan 2024
- Study completion31 Jan 2024
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Publications (4)Papers the sponsor has linked to this study.
- Other trials for Cardiovascular DiseasesStudies of the same condition, open and under way.
- More trials run by University Hospital, GenevaThe sponsor's other registered studies.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Observational
- Observational model
- Cohort
- Time perspective
- Prospective
- Enrolment
- 444 participants (actual)
Sponsor and investigators
- Lead sponsor
- University Hospital, Geneva
- Sponsor type
- University, hospital or other
- Responsible party
- Principal investigator, Jean-Luc Reny, University Hospital, Geneva
- Investigators
- Jean-Luc Reny, Prof, Principal investigator, University Hospital, Geneva
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT03477331
- Sponsor's protocol ID
- 2017-00225
- Other IDs
- 2017
- Acronym
- OptimAT
- Status last verified
- Apr 2024
- First submitted
- 2 Feb 2018
- Last updated
- 10 Apr 2024
- Results posted
- No
- Data monitoring committee
- No
- FDA-regulated drug
- No
- FDA-regulated device
- No
- Individual data sharing
- No
Publications
Terrier J, Gaspar F, Gosselin P, Raboud O, Lenoir C, Rollason V, Csajka C, Samer C, Fontana P, Daali Y, Reny JL; OptimAT study group. Apixaban and rivaroxaban's physiologically-based pharmacokinetic model validation in hospitalized patients: A first step for larger use of a priori modeling approach at bed side. CPT Pharmacometrics Syst Pharmacol. 2023 Dec;12(12):1872-1883. doi: 10.1002/psp4.13036. Epub 2023 Oct 4.
PubMed 37794718Gaspar F, Terrier J, Favre S, Gosselin P, Fontana P, Daali Y, Lenoir C, Samer CF, Rollason V, Reny JL, Csajka C, Guidi M. Population pharmacokinetics of apixaban in a real-life hospitalized population from the OptimAT study. CPT Pharmacometrics Syst Pharmacol. 2023 Oct;12(10):1541-1552. doi: 10.1002/psp4.13032. Epub 2023 Sep 18.
PubMed 37723920Achour B, Gosselin P, Terrier J, Gloor Y, Al-Majdoub ZM, Polasek TM, Daali Y, Rostami-Hodjegan A, Reny JL. Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P-Glycoprotein Activities. Clin Pharmacol Ther. 2022 Jun;111(6):1268-1277. doi: 10.1002/cpt.2576. Epub 2022 Mar 28.
PubMed 35262906Gaspar F, Jacost-Descombes C, Gosselin P, Reny JL, Guidi M, Csajka C, Samer C, Daali Y, Terrier J. Improving Understanding of Fexofenadine Pharmacokinetics to Assess Pgp Phenotypic Activity in Older Adult Patients Using Population Pharmacokinetic Modeling. Clin Pharmacokinet. 2025 Feb;64(2):275-283. doi: 10.1007/s40262-024-01470-4. Epub 2025 Jan 11.
PubMed 39798016
Study at a glance
From the registry record, last updated by the sponsor on 10 Apr 2024. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- Antithrombotics' Therapeutic Optimization in Hospitalized Patients Using Physiologically- and Population-based Pharmacokinetic Modeling
- ClinicalTrials.gov ID
- NCT03477331
- Acronym / sponsor ID
- OptimAT / 2017-00225
- Conditions
- Cardiovascular Diseases
- Keywords
- Direct oral anticoagulant, P2Y12 inhibitors, Physiologically-based pharmacokinetic model (PBPK), Population-based pharmacokinetic model (POPPK)
- Study type
- Observational
- Recruitment status
- Completed
- Enrolment
- 444 participants (actual)
- Lead sponsor
- University Hospital, GenevaUniversity, hospital or other
- Study start
- 14 Jan 2018 (actual)
- Primary completion
- 31 Jan 2024 (actual)
- Study completion
- 31 Jan 2024 (actual)
- First posted
- 26 Mar 2018 (actual)
- Results
- Not posted in the source record
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
The main goal of the OptimAT study main goal is to validate a PBPK model for 3 direct oral anticoagulants (rivaroxaban, apixaban, dabigatran) and 3 P2Y12 inhibitors (clopidogrel, ticagrelor, prasugrel) in hospitalized patients.
Detailed description
Patients treated with antithrombotics are at risk of both severe ischemic and bleeding events. However, current clinical scores are insufficiently discriminant to predict the most favorable drug and dosing for an improved net clinical benefit. Physiologically and population-based pharmacokinetic models (PBPK and POPPK respectively) incorporate substrate specific properties obtained from experimental in-vitro experiments as well as patients' demographic, genetic and physiological in vivo data in order to characterize the dose-concentration relationships. As such, they can be used to simulate and predict PK profiles accounting for specific patients' characteristics and are the basis of dosing optimization. These models could be a valuable tool to predict antithrombotic blood concentration in a given patient. Our main goal is to elaborate predictive models characterizing the dose-concentration relationship with influencing variables of three direct oral anticoagulants (DOAC) (rivaroxaban, apixaban, dabigatran) and three P2Y12 inhibitors (clopidogrel, prasugrel, ticagrelor) in hospitalized patients, which will serve as basis for drug selection and dosage optimization.
Study design
- Observational model
- Cohort
- Time perspective
- Prospective
Who may qualify
- Ages
- 18 years and older
- Sex
- All
- Healthy volunteers
- Not accepted
- Age groups
- Adult, Older adult
- Study population
- Hospitalized patients
Key inclusion criteria (3 listed)
- Hospitalized patients at any of the Geneva University Hospitals 18 yo and older
- Treated with DOAC (dabigatran, rivaroxaban, apixaban) or/and P2Y12 (clopidogrel, ticragrelor et prasugel) at the time of study blood sampling
- Understanding of French language and able to give an inform consent.
Key exclusion criteria (2 listed)
- Patients with a reduced life span (<6 mois)
- Change in dosage or cessation of the DOAC or P2Y12 taken by the participant follow up data will be censored at the time of change.
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Primary outcome
Area Under the Curve (AUC)
Time frame: 2 years
Difference between observed and PBPK model-predicted AUC (mean prediction error)
5 secondary outcomes
Trough Concentration (Cmin)
Time frame: 2 years
Area Under the Curve (AUC) (stability of the model over time)
Time frame: 2 years
Major bleeding event-free survival
Time frame: 2 years
Peak concentration (Cmax)
Time frame: 2 years
Thrombosis event-free survival
Time frame: 2 years
Results and safety
The study is completed, but results are not available in the source record. That does not mean the treatment did or did not work.
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 10 Apr 2024.
- Background: PubMed 37794718Terrier J, Gaspar F, Gosselin P, Raboud O, Lenoir C, Rollason V, Csajka C, Samer C, Fontana P, Daali Y, Reny JL; OptimAT study group. Apixaban and rivaroxaban's physiologically-based pharmacokinetic model validation in hospitalized patients: A first step for larger use of a priori modeling approach at bed side. CPT Pharmacometrics Syst Pharmacol. 2023 Dec;12(12):1872-1883. doi: 10.1002/psp4.13036. Epub 2023 Oct 4.
- Background: PubMed 37723920Gaspar F, Terrier J, Favre S, Gosselin P, Fontana P, Daali Y, Lenoir C, Samer CF, Rollason V, Reny JL, Csajka C, Guidi M. Population pharmacokinetics of apixaban in a real-life hospitalized population from the OptimAT study. CPT Pharmacometrics Syst Pharmacol. 2023 Oct;12(10):1541-1552. doi: 10.1002/psp4.13032. Epub 2023 Sep 18.
- Background: PubMed 35262906Achour B, Gosselin P, Terrier J, Gloor Y, Al-Majdoub ZM, Polasek TM, Daali Y, Rostami-Hodjegan A, Reny JL. Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P-Glycoprotein Activities. Clin Pharmacol Ther. 2022 Jun;111(6):1268-1277. doi: 10.1002/cpt.2576. Epub 2022 Mar 28.
- Derived from this study: PubMed 39798016Gaspar F, Jacost-Descombes C, Gosselin P, Reny JL, Guidi M, Csajka C, Samer C, Daali Y, Terrier J. Improving Understanding of Fexofenadine Pharmacokinetics to Assess Pgp Phenotypic Activity in Older Adult Patients Using Population Pharmacokinetic Modeling. Clin Pharmacokinet. 2025 Feb;64(2):275-283. doi: 10.1007/s40262-024-01470-4. Epub 2025 Jan 11.
- Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P-Glycoprotein ActivitiesLink provided by the sponsor.
- Individual participant dataSharing planned: No
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part. This study is not recruiting at the moment.
Jean-Luc Reny, Prof principal investigator
University Hospital, Geneva
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
An observational study of Cardiovascular Diseases, run by University Hospital, Geneva at 1 site in Switzerland.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 3 inclusion and 2 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: finished, as of the sponsor's last update on 10 Apr 2024. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in Switzerland. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
The study is completed, but results are not available in the source record. That does not mean the treatment did or did not work.
How can a doctor refer a patient or contact the research team?
The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
Area Under the Curve (AUC) (time frame: 2 years). It is what the study was designed to measure, not a finding.
Where can I read the original study information?
On the ClinicalTrials.gov record for NCT03477331, which also lists 4 linked publications.
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 10 Apr 2024.