Evidence map›Paper›PMID 35576481›Full record

ArticleCardiovascular research2023

An antiplatelet response gene expression signature is associated with bleeding.

Kevin A Friede, Rachel A Myers, Jordan Gales, Ilya Zhbannikov, Thomas L Ortel, Svati H Shah, William E Kraus, Geoffrey S Ginsburg, Deepak Voora

Open access · greenAbstract read
In one paragraph

Article in Cardiovascular research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.5field-weighted citation impact, top 35% of its field
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 4 citations in OpenAlex.

  1. Article
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

9 authors at 2 institutions in 1 country.

Kevin A FriedeCenter for Applied Genomics & Precision Medicine, Duke University, 101 Science Dr, DUMC 3382, Durham, NC, USA.ORCID 0000-0001-5179-5075
Rachel A MyersCenter for Applied Genomics & Precision Medicine, Duke University, 101 Science Dr, DUMC 3382, Durham, NC, USA.
Jordan GalesDepartment of Cardiology, Texas Heart Institute, Houston, TX, USA.
Ilya ZhbannikovCenter for Applied Genomics & Precision Medicine, Duke University, 101 Science Dr, DUMC 3382, Durham, NC, USA.ORCID 0000-0002-6502-6514
Thomas L OrtelDivision of Hematology, Duke University, Durham, NC, USA.
Svati H ShahDivision of Cardiology, Duke University, Durham, NC, USA.
William E KrausDivision of Cardiology, Duke University, Durham, NC, USA.ORCID 0000-0003-1930-9684
Geoffrey S GinsburgAll of Us Research Program, National Institutes of Health, Bethesda, MD, USA.ORCID 0000-0003-4739-9808
Deepak VooraCenter for Applied Genomics & Precision Medicine, Duke University, 101 Science Dr, DUMC 3382, Durham, NC, USA.ORCID 0000-0003-0015-5179
Duke University · USNational Institutes of Health · US

Funding

Pilot Project for the DTMI CRA ProgramUL1RR024128 · NCRR · DUKE UNIVERSITY · PI CALIFF, ROBERT M · 2006 to 2010
$48.1M
MULTIDISCIPLINARY HEART &VASCULAR DISEASEST32HL007101 · NHLBI · DUKE UNIVERSITY · PI FREEDMAN, NEIL J. · 1985 to 2020
$9.8M
Development Of Prognostic Platelet RNA Biomarkers To Tailor Antiplatelet TherapyR01HL118049 · NHLBI · DUKE UNIVERSITY · PI VOORA, DEEPAK · 2013 to 2017
$3.9M
Thrombosis and Hemostasis Centers Research and Prevention NetworkU01DD000014 · DD · DUKE UNIVERSITY · PI ORTEL, THOMAS L · 2007 to 2011
$1.1M
Phase I Clinical Trial Describing the Pharmacogenomics of AspirinRC1GM091083 · NIGMS · DUKE UNIVERSITY · PI GINSBURG, GEOFFREY S · 2009 to 2010
$1000k
NCBDD CDC HHS U01 DD000014NCRR NIH HHS UL1 RR024128NHLBI NIH HHS R01 HL118049NHLBI NIH HHS T32 HL007101NIGMS NIH HHS RC1 GM091083
6 · The paper itself

Abstract

aimsGene expression biosignatures may hold promise to individualize antiplatelet therapy in conjunction with current guidelines and risk scores. The Aspirin Response Signature (ARS) score is comprised of a weighted sum of correlated, pro-thrombotic gene transcripts measured in whole blood. In prior work where volunteers were exposed to aspirin 325 mg daily, higher ARS score was associated with lower platelet function; separately, in a clinical cohort of patients, higher ARS scores were associated with increased risk of adverse cardiovascular events. To better understand this apparent paradox, we measured ARS gene expression and score in volunteers to determine aspirin dose-response and ticagrelor relationships with ARS score and separately in patients to assess whether ARS is associated with incident bleeding. METHODS AND

resultsBlood samples were collected from volunteers (N = 188) who were exposed to 4 weeks of daily aspirin 81 mg, daily aspirin 325 mg, and/or twice-daily ticagrelor 90 mg. ARS scores were calculated from whole blood RNA qPCR, and platelet function and protein expression were assessed in platelet-rich plasma. In mixed linear regression models, aspirin 81 mg exposure was not associated with changes in ARS gene expression or score. Aspirin 325 mg exposure resulted in a 6.0% increase in ARS gene expression (P = 7.5 × 10-9 vs. baseline, P = 2.1 × 10-4 vs. aspirin 81 mg) and an increase in expression of platelet proteins corresponding to ARS genes. Ticagrelor exposure resulted in a 30.7% increase in ARS gene expression (P < 1 × 10-10 vs. baseline and each aspirin dose) and ARS score (P = 7.0 × 10-7 vs. baseline, P = 3.6 × 10-6 and 5.59 × 10-4 vs. aspirin 81 and 325 mg, respectively). Increases in ARS gene expression or score were associated with the magnitude of platelet inhibition across agents. To assess the association between ARS scores and incident bleeding, ARS scores were calculated in patients undergoing cardiac catheterization (N = 1421), of whom 25.4% experienced bleeding events over a median 6.2 years of follow-up. In a Cox model adjusting for demographics and baseline antithrombotic medication use, patients with ARS scores above the median had a higher risk of incident bleeding [hazard ratio 1.26 (95% CI 1.01-1.56), P = 0.038].

conclusionsThe ARS is an Antiplatelet Response Signature that increases in response to greater platelet inhibition due to antiplatelet therapy and may represent a homeostatic mechanism to prevent bleeding. ARS scores could inform future strategies to prevent bleeding while maintaining antiplatelet therapy's benefit of ischaemic cardiovascular event protection.

Indexed as

Platelet Aggregation InhibitorsTranscriptomeAspirinHemorrhageHumansTicagrelorTreatment OutcomeAspirinPlatelet Aggregation InhibitorsTicagrelorBleedingPersonalized medicinePharmacogenomicsPlatelet aggregation inhibitors

Identifiers

PMID35576481
PMCPMC10226737
OpenAlexW4280512688

What OpenQuestion holds

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Registered trials

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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.