Toward Personalized Anticoagulation: Clinical Predictors of Early Warfarin Response in Heart Valve Replacement Patients

<b>Background/Objective</b>: Warfarin is the standard anticoagulant for patients with mechanical heart valve replacement (HVR). However, its narrow therapeutic index and interpatient variability complicate early postoperative management. Evidence on how valve position influences warfarin sensitivity is limited. This study evaluated the impact of prosthetic valve position and clinical factors on early warfarin response and developed a prediction model to guide initial warfarin dosing in HVR patients. <b>Methods</b>: A retrospective study was conducted on 310 adults who underwent mechanical aortic, mitral, or double valve replacement at Hamad Medical Corporation (2015-2022). Warfarin was initiated within 24 h postoperatively, and patients were monitored for three days. Outcomes included daily warfarin dose, international normalized ratio (INR) levels, attainment of therapeutic INR, INR overshoot (≥4), and the warfarin dose index on day 3 (WDI3). Predictors of WDI3 were analyzed using multivariable regression, and a LASSO model was applied to a dose prediction algorithm for the day 1 dose. <b>Results</b>: Mitral valve recipients required lower doses than aortic or double valve groups (<i>p</i> = 0.008) but had higher INR overshoot rates (18.75% vs. 16.05% and 4.55%; <i>p</i> = 0.033). Female sex and a higher baseline INR were associated with greater sensitivity (<i>p</i> < 0.01), whereas mitral/double valve position predicted reduced sensitivity (<i>p</i> = 0.010). Only half of the cohort reached therapeutic INR by day 3. The prediction model explained ~28% of dose variance with moderate performance. <b>Conclusions</b>: Valve position, sex, and baseline INR significantly influence early postoperative warfarin response. Incorporating these clinical factors into dosing algorithms may optimize initial warfarin management in HVR patients.

Authors

Institutions

Publication Details

Journal
Biomedicines
Published
2026-02-17
DOI
https://doi.org/10.3390/biomedicines14020446
Primary Topic
Cardiac Valve Diseases and Treatments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Toward Personalized Anticoagulation: Clinical Predictors of Early Warfarin Response in Heart Valve Replacement Patients

Samim Azizi, Sankar Balasubramanian, Samy Hanoura, Mohamad El-Kahlout et al.
Biomedicines
Cardiac Valve Diseases and Treatments
article

Toward Personalized Anticoagulation: Clinical Predictors of Early Warfarin Response in Heart Valve Replacement Patients

Samim Azizi, Sankar Balasubramanian, Samy Hanoura, Mohamad El-Kahlout, Ali Kindawi, Rana Mekkawi, Tamer Abdalghafoor, Yasser Shouman, Shaban Mohammed, Amr Salah Omar, Mohd Lateef Wani, Abdulwahid Al Mulla, Cornelia Sonia Carr, Sameh Ramadan Aboulnaga, Radja Badji, Abdulaziz M. Alkhulaifi, Hatem Sarhan, Wadha Al-Muftah
article en

Abstract

<b>Background/Objective</b>: Warfarin is the standard anticoagulant for patients with mechanical heart valve replacement (HVR). However, its narrow therapeutic index and interpatient variability complicate early postoperative management. Evidence on how valve position influences warfarin sensitivity is limited. This study evaluated the impact of prosthetic valve position and clinical factors on early warfarin response and developed a prediction model to guide initial warfarin dosing in HVR patients. <b>Methods</b>: A retrospective study was conducted on 310 adults who underwent mechanical aortic, mitral, or double valve replacement at Hamad Medical Corporation (2015-2022). Warfarin was initiated within 24 h postoperatively, and patients were monitored for three days. Outcomes included daily warfarin dose, international normalized ratio (INR) levels, attainment of therapeutic INR, INR overshoot (≥4), and the warfarin dose index on day 3 (WDI3). Predictors of WDI3 were analyzed using multivariable regression, and a LASSO model was applied to a dose prediction algorithm for the day 1 dose. <b>Results</b>: Mitral valve recipients required lower doses than aortic or double valve groups (<i>p</i> = 0.008) but had higher INR overshoot rates (18.75% vs. 16.05% and 4.55%; <i>p</i> = 0.033). Female sex and a higher baseline INR were associated with greater sensitivity (<i>p</i> < 0.01), whereas mitral/double valve position predicted reduced sensitivity (<i>p</i> = 0.010). Only half of the cohort reached therapeutic INR by day 3. The prediction model explained ~28% of dose variance with moderate performance. <b>Conclusions</b>: Valve position, sex, and baseline INR significantly influence early postoperative warfarin response. Incorporating these clinical factors into dosing algorithms may optimize initial warfarin management in HVR patients.

BiomedicinesVol. 14(2)
Cleveland Clinic (US), Harefield Hospital (GB), Hamad Medical Corporation (QA), Qatar University (QA), Minia University (EG), Qatar Foundation (QA)
Good health and well-being
Openalex Percentile: Top 56%
Cardiac Valve Diseases and Treatments
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.