Evidence map›Paper›PMID 22186998›Full record

ArticleThrombosis and haemostasis2012

Pharmacogenetic warfarin dose refinements remain significantly influenced by genetic factors after one week of therapy.

Benjamin D Horne, Petra A Lenzini, Mia Wadelius, Andrea L Jorgensen, Stephen E Kimmel, Paul M Ridker, Niclas Eriksson, Jeffrey L Anderson, Munir Pirmohamed, Nita A Limdi and 19 more

Registry-linked trialAbstract read
In one paragraph

Article in Thrombosis and haemostasis, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01006733 (Genetics Informatics Trial), which is not on this map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT01006733 phase3completednot on this map

Genetics Informatics Trial (GIFT) of Warfarin to Prevent Deep Venous Thrombosis (DVT)

TypeinterventionalSponsorWashington University School of MedicineRan2011 to 2016Enrolled1,598ConditionsThromboembolismArmsPharmacogenetic, Target INR 1.8
3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Trial
  4. Trial
  5. Trial
  6. Trial
  7. Article
  8. Article
  9. Warfarin Dosing in Patients With CYP2C9*5 Variant Alleles.Clinical pharmacology and therapeutics · 2022
    Article
  10. [The Effect ofSichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2021
    Article
  11. Article
  12. Article
  13. Oral Anticoagulant Therapy-When Art Meets Science.Journal of clinical medicine · 2019
    Review
  14. Review
  15. Review
  16. Article
  17. Article
  18. Article
  19. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

29 authors.

Benjamin D HorneCardiovascular Department, Intermountain Medical Center, Salt Lake City, Utah 84107, USA. benjamin.horne@imail.org
Petra A Lenzini
Mia Wadelius
Andrea L Jorgensen
Stephen E Kimmel
Paul M Ridker
Niclas Eriksson
Jeffrey L Anderson
Munir Pirmohamed
Nita A Limdi
Robert C Pendleton
Gwendolyn A McMillin
James K Burmester
Daniel Kurnik
C Michael Stein
Michael D Caldwell
Charles S Eby
Anders Rane
Jonatan D Lindh
Jae-Gook Shin
Ho-Sook Kim
Pantep Angchaisuksiri
Robert J Glynn
Kathryn E Kronquist
John F Carlquist
Gloria R Grice
Robert L Barrack
Juan Li
Brian F Gage

Funding

Predictors of hemorrhage among patients on direct acting oral anticoagulantsR01HL092173 · NHLBI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI LIMDI, NITA A · 2008 to 2023
$10.4M
PREDICTORS OF ANTICOAGULATION CONTROL ON WARFARINR01HL066176 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI KIMMEL, STEPHEN E. · 2001 to 2012
$7.3M
GENETICS-InFORMATICS TRIAL (GIFT) OF WARFARIN TO PREVENT DVTR01HL097036 · NHLBI · WASHINGTON UNIVERSITY · PI GAGE, BRIAN F · 2009 to 2015
$5.0M
Thinrs ParticipantsR01HL074724 · NHLBI · WASHINGTON UNIVERSITY · PI GAGE, BRIAN F · 2003 to 2006
$2.7M
Pharmacogenetic Optimization of Anticoagulation TherapyK23NS045598 · NINDS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI LIMDI, NITA A · 2003 to 2007
$795k
Patient Oriented Research in AnticoagulationK24HL070936 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI KIMMEL, STEPHEN E. · 2002 to 2006
$716k
NHLBI NIH HHS K24 HL070936NHLBI NIH HHS R01 HL066176NHLBI NIH HHS R01 HL074724NHLBI NIH HHS R01 HL092173NHLBI NIH HHS R01 HL097036NINDS NIH HHS K23 NS045598
6 · The paper itself

Abstract

By guiding initial warfarin dose, pharmacogenetic (PGx) algorithms may improve the safety of warfarin initiation. However, once international normalised ratio (INR) response is known, the contribution of PGx to dose refinements is uncertain. This study sought to develop and validate clinical and PGx dosing algorithms for warfarin dose refinement on days 6-11 after therapy initiation. An international sample of 2,022 patients at 13 medical centres on three continents provided clinical, INR, and genetic data at treatment days 6-11 to predict therapeutic warfarin dose. Independent derivation and retrospective validation samples were composed by randomly dividing the population (80%/20%). Prior warfarin doses were weighted by their expected effect on S-warfarin concentrations using an exponential-decay pharmacokinetic model. The INR divided by that "effective" dose constituted a treatment response index . Treatment response index, age, amiodarone, body surface area, warfarin indication, and target INR were associated with dose in the derivation sample. A clinical algorithm based on these factors was remarkably accurate: in the retrospective validation cohort its R(2) was 61.2% and median absolute error (MAE) was 5.0 mg/week. Accuracy and safety was confirmed in a prospective cohort (N=43). CYP2C9 variants and VKORC1-1639 G→A were significant dose predictors in both the derivation and validation samples. In the retrospective validation cohort, the PGx algorithm had: R(2)= 69.1% (p<0.05 vs. clinical algorithm), MAE= 4.7 mg/week. In conclusion, a pharmacogenetic warfarin dose-refinement algorithm based on clinical, INR, and genetic factors can explain at least 69.1% of therapeutic warfarin dose variability after about one week of therapy.

Indexed as

Drug Dosage CalculationsAlgorithmsAnticoagulantsAryl Hydrocarbon HydroxylasesCytochrome P-450 CYP2C9FemaleHumansInternational Normalized RatioMaleMiddle AgedMixed Function OxygenasesModels, StatisticalPolymorphism, GeneticTreatment OutcomeVitamin K Epoxide ReductasesWarfarinAnticoagulantsAryl Hydrocarbon HydroxylasesCYP2C9 protein, humanCytochrome P-450 CYP2C9Mixed Function OxygenasesVitamin K Epoxide ReductasesVKORC1 protein, humanWarfarin

Identifiers

PMID22186998
PMCPMC3292349

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.