A Genomic Approach to Warfarin Dose Prescription in Admixed Caribbean Hispanics

NCT ID: NCT02345356

Last Updated: 2022-05-19

Basic Information

• Recruitment Status: COMPLETED
• Total Enrollment: 200 participants
• Study Classification: OBSERVATIONAL
• Study Start Date: 2016-01-31
• Study Completion Date: 2022-05-17

Brief Summary

Caribbean Hispanics are a population with a disproportionately high prevalence of cardio-metabolic disorders but with a limited expectation of benefits from current pharmacogenetic algorithms derived mainly in subjects of relatively pure ancestry. The investigators focus on warfarin responses to develop urgently-needed DNA-driven prescription guidelines for this population, who have arisen from European, West African and Amerindian genomic origins to produce a highly heterogeneous population. Our project combines admixture analysis and DNA-sequencing with development of more accurate rules for better predictability of warfarin dosing to immediately serve this medically underserved population.

Detailed Description

Despite the substantial number of work published over the past years in different populations around the world, a fundamental gap remains in understanding whether and how genomic admixture and polymorphisms in warfarin-related pharmacogenes account for the high inter-individual dose variability observed in Caribbean Hispanic patients. In addition to being a medically underserved population, often marginally represented in clinical studies, Caribbean Hispanics are also a genomically heterogeneous population whose high level of admixture has produced a rich repertoire of combinatorial genotypes (e.g., CYP2C9*2/*5 + VKORC1-1639 A/A) that appear to challenge current pharmacogenetic-driven prescribing models. Our project takes a novel approach to definitively assess this admixture component and is also highly practical for its incorporation into a customized pharmacogenetic algorithm that will be implemented in "real-world" clinical settings through a web-based portal. Moreover, the project is also aimed at performing DNA-sequencing to identify those unknown variants on candidate pharmacogenes (i.e., CYP2C9 and VKORC1) that may contribute further to explain dose variability in Caribbean Hispanics. Shaped by strong preliminary data from a SC2 pilot project, the investigators will assess clinical validity and utility of an admixture-adjusted, pharmacogenetic-guided prescribing model for personalized prediction of effective warfarin dosing in Caribbean Hispanics, which also encompasses genetic (common and novel variants) and non-genetic clinical and demographic factors. The study will be conducted over 4 years in 300 patients with thromboembolic disorders receiving warfarin. Four collaborating/recruiting sites will be further connected through precise delivery of genotyping results and prescribing advice to clinicians via a web-based portal. Our novel assessment of genetic admixture will quantify the contribution of European, African and Amerindian ancestry, and the investigators will test whether this admixture component can explain the heritability that is currently missing in the response variability to this drug among Caribbean Hispanics. If successful in our target population, the same approach can ultimately render current pharmacogenomic models for clinical management of related thromboembolic conditions more accurate and predictive for other populations.

The proposed research will advance and expand our understanding of how these clinically relevant variants affect the response to warfarin in an admixed population. Advancing knowledge in the important and under-investigated area of pharmacogenetics in minority populations will generate results that apply to personalize oral anticoagulation therapy in the wider population as it moves, inevitably, toward increasing heterogeneity through admixed genomes.

Conditions

Atrial Fibrillation; Deep Vein Thrombosis; Cardiac Valvular Insufficiency; Coagulopathies; Pulmonary Embolism

Study Design

• Observational Model Type: CASE_CONTROL
• Study Time Perspective: PROSPECTIVE

Study Groups

Standard-of-Care

the standard clinical approach will be followed

Standard-of-Care

Intervention Type: OTHER

Individual warfarin dose adjustments by using a clinically driven algorithm (standard care)

Genotype-guided

algorithmically guided personalized therapy of warfarin, using a pharmacogenetic model developed in Caribbean Hispanics

Genotype-guided

Intervention Type: GENETIC

Individual warfarin dose adjustments by using a pharmacogenetically driven algorithm

Interventions

Genotype-guided

Individual warfarin dose adjustments by using a pharmacogenetically driven algorithm

Intervention Type: GENETIC

Standard-of-Care

Individual warfarin dose adjustments by using a clinically driven algorithm (standard care)

Intervention Type: OTHER

Eligibility Criteria

Inclusion Criteria

• Caribbean Hispanic origin (e.g., Puerto Ricans, Dominicans, Cubans), whose parents are Caribbean Hispanics as well
• Age ≥ 21 years and ≤90 years.
• Willingness and ability to sign informed consent.
• Able to be followed up over 3 months.
• Expected duration of warfarin therapy of at least 3 months.
• Anticoagulation management for the patient will be performed in-hospital and/or as an outpatient by clinicians (i.e., participating Physicians, PharmD) that will adhere to the study dosing algorithms and dose-titration plans.

Exclusion Criteria

• Non-Hispanic patients (race/ethnicity is self-reported by the patients)
• Age <21 years and >90 years.
• Currently taking warfarin or any other new oral anticoagulant (e.g., Xarelto, Pradaxa, Eliquis, and Savaysa/Lixiana).
• Prior warfarin therapy with known required stable dose.
• Clinician opinion that warfarin dosing needs to be adjusted for reasons not accounted for by dosing algorithm (i.e., other than age, gender, body size, co-meds, comorbidities, diet, genetics, ancestry, INRs and target INR).
• Abnormal baseline INR (off warfarin), e.g., due to liver disease, antiphospholipid antibody
• Contraindication to warfarin treatment for at least 3 months.
• Life expectancy of less than 1 year.
• Pregnant women or childbearing women not using medically approved method of birth control.
• Inability to follow-up on a regular basis with anticoagulation practitioners participating in trial.
• Any factors likely to limit adherence to warfarin, (e.g., dementia, alcohol or substance abuse, plans to move in the next 3 months, history of unreliability in medication taking or appointment keeping, significant concerns about participation in the study from spouse, significant other, or family members, lack of support from primary health care provider).
• Sickle cell, HIV-positive/ AIDS patients
• Cognitive or other causes of inability to provide informed consent or follow study procedures.
• Participating in another trial that prohibits participation in the current trial or planned enrollment in such a trial within the first 3 months of warfarin therapy.
• Anemia: a reduction in Hg ≥2g/dl within 48 hours before randomization and requiring blood transfusions.
• Creatinine Clearance (CrCL) ≤ 15 mL/min.
• Genotype (CYP2C9 or VKORC1) known to participant from prior testing.

• Minimum Eligible Age: 21 Years
• Maximum Eligible Age: 90 Years
• Eligible Sex: ALL
• Accepts Healthy Volunteers: No

Sponsors

National Institute on Minority Health and Health Disparities (NIMHD)

NIH

Sponsor Role: collaborator

Genomas, Inc

INDUSTRY

Sponsor Role: collaborator

University of Puerto Rico

OTHER

Sponsor Role: lead

Responsible Party

Jorge Duconge

PhD, MSc, BSc Pharm, Professor

Responsibility Role: PRINCIPAL_INVESTIGATOR

Principal Investigators

Jorge Duconge, PhD

Role: PRINCIPAL_INVESTIGATOR

University of Puerto Rico Medical Sciences Campus

Graciela M. Vega-Debien, BSc

Role: STUDY_DIRECTOR

University of Puerto Rico Medical Sciences Campus

Angel Lopez-Candales, MD

Role: STUDY_DIRECTOR

University of Puerto Rico Medical Sciences Campus

Alga S. Ramos, PharmD

Role: STUDY_CHAIR

Miami VA Hospital

Locations

Miami VA Healthcare System

Miami, Florida, United States

UPR University Hospital at Carolina

Carolina, , Puerto Rico

UDH University Hospital at Centro Medico

San Juan, , Puerto Rico

Countries

United States; Puerto Rico

References

Claudio-Campos K, Duconge J, Cadilla CL, Ruano G. Pharmacogenetics of drug-metabolizing enzymes in US Hispanics. Drug Metab Pers Ther. 2015 Jun;30(2):87-105. doi: 10.1515/dmdi-2014-0023.

Reference Type: BACKGROUND

PMID: 25431893 (View on PubMed)

Claudio-Campos K, Orengo-Mercado C, Renta JY, Peguero M, Garcia R, Hernandez G, Corey S, Cadilla CL, Duconge J. Pharmacogenetics of healthy volunteers in Puerto Rico. Drug Metab Pers Ther. 2015 Dec;30(4):239-49. doi: 10.1515/dmpt-2015-0021.

Reference Type: BACKGROUND

PMID: 26501165 (View on PubMed)

Duconge J, Cadilla CL, Seip RL, Ruano G. Why admixture matters in genetically-guided therapy: missed targets in the COAG and EU-PACT trials. P R Health Sci J. 2015 Sep;34(3):175-7. No abstract available.

Reference Type: BACKGROUND

PMID: 26454897 (View on PubMed)

Duconge J, Ramos AS, Claudio-Campos K, Rivera-Miranda G, Bermudez-Bosch L, Renta JY, Cadilla CL, Cruz I, Feliu JF, Vergara C, Ruano G. A Novel Admixture-Based Pharmacogenetic Approach to Refine Warfarin Dosing in Caribbean Hispanics. PLoS One. 2016 Jan 8;11(1):e0145480. doi: 10.1371/journal.pone.0145480. eCollection 2016.

Reference Type: BACKGROUND

PMID: 26745506 (View on PubMed)

Claudio-Campos K, Labastida A, Ramos A, Gaedigk A, Renta-Torres J, Padilla D, Rivera-Miranda G, Scott SA, Ruano G, Cadilla CL, Duconge-Soler J. Warfarin Anticoagulation Therapy in Caribbean Hispanics of Puerto Rico: A Candidate Gene Association Study. Front Pharmacol. 2017 Jun 7;8:347. doi: 10.3389/fphar.2017.00347. eCollection 2017.

Reference Type: RESULT

PMID: 28638342 (View on PubMed)

Other Identifiers

8G12MD007600

Identifier Type: NIH

Identifier Source: secondary_id

View Link

A4070215

Identifier Type: -

Identifier Source: org_study_id