Evidence map›Paper›PMID 40799748›Full record

ArticleResearch square2025

Post-operative anticoagulation therapy after knee or hip replacement: The role of patients' preferences in selection of therapy.

Leslie A Lenert, Dmitry Scherbakov, Azza Shaoibi, Brian Neelon, Amy Reynolds, Laura Kernan, Carol A Lambourne, Vincent D Pellegrini

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In one paragraph

Article in Research square, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Leslie A Lenert
Dmitry Scherbakov
Azza Shaoibi
Brian Neelon
Amy Reynolds
Laura Kernan
Carol A Lambourne
Vincent D Pellegrini

Funding

A Bayesian nonparametric collaborative filtering algorithm to improve health care decisionsR21LM012866 · NLM · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI LENERT, LESLIE A., NEELON, BRIAN · 2018 to 2019
$370k
NLM NIH HHS R21 LM012866
6 · The paper itself

Abstract

Objectives: Patients who receive hip or knee replacement surgery should be anticoagulated to prevent thrombosis-related events, such as pulmonary embolism. The Pulmonary Embolism Prevention after Hip and Knee Replacement (PEPPER) is a large pragmatic trial studying which anticoagulant (aspirin, warfarin, or rivaroxaban) is optimal. As an adjunct to this study, we examined the role of patients' preferences in individual tailoring of therapy. Methods: We constructed a multimedia conjoint analysis (CA) survey based on anticoagulants' beneficial and adverse effects at the expected probabilities being studied in the PEPPER trial. We recruited 212 hip and knee post-surgery patients at the Medical University of South Carolina who were eligible for the PEPPER trial and studied their preferences one to seven months after surgery. K-means clustering was used to characterize heterogeneity in patients' preferences. Results: Across the studied population, expected risks of major adverse effects (bleeding, venous thrombosis, and pulmonary embolism) were, on average, rated as being of similar importance, with somewhat greater weight being placed on avoiding risks of pulmonary embolism. However, few patients had values near the average for the population, with patients grouping in three distinct, minimally-overlapping segments or phenotypes: Thrombosis-focused values (aligns with rivaroxaban treatment), Balanced values (bleeding and thrombosis-focus (aligns with aspirin)), and "Out-of-pocket-cost focused values (aligns with aspirin or warfarin). Conclusions: In the post-knee/hip replacement setting, a CA survey revealed that patients value the risks and benefits of anticoagulation differently, falling into three distinct phenotypes that have implications for the individualization of therapy. Providers should tailor post-operative anticoagulation to patients' preferences.

Indexed as

anticoagulantsaspirinconjoint analysisrivaroxabantreatment satisfactionwarfarin

Identifiers

PMID40799748
PMCPMC12340918

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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.