Evidence map›Paper›PMID 42346287›Full record

ArticleDiseases (Basel, Switzerland)2026

Beyond Linear Risk: A U-Shaped Association Between Platelet Reactivity and Mortality in Coronary Artery Disease.

Sholpan Zhangelova, Orazbek Sakhov, Lyazat Abisheva, Dmitriy Polyakov, Farida Rustamova, Aizhan Almukhanova, Galiya Umenova, Gulzada Nurgaliyeva, Aigyul Izhanova, Dana Akhmentayeva and 2 more

Abstract read
In one paragraph

Article in Diseases (Basel, Switzerland), 2026. 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
–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.

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.

  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

12 authors.

Sholpan ZhangelovaFaculty of Postgraduate Education, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan.ORCID 0000-0003-3702-5642
Orazbek SakhovFaculty of Postgraduate Education, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan.
Lyazat AbishevaDepartment of cardiology, City Cardiology Center, Almaty 050000, Kazakhstan.ORCID 0009-0000-3138-5685
Dmitriy PolyakovFederal Stae Budgetary Educational Institution, Higher Education «Privolzhsky Research Medical University», Nizhny Novgorod 603005, Russia.
Farida RustamovaFaculty of Postgraduate Education, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan.ORCID 0000-0002-5259-6171
Aizhan AlmukhanovaFaculty of Postgraduate Education, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan.
Galiya UmenovaDepartment of cardiology, City Cardiology Center, Almaty 050000, Kazakhstan.ORCID 0009-0005-4109-399X
Gulzada NurgaliyevaFaculty of Postgraduate Education, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan.
Aigyul IzhanovaFaculty of Postgraduate Education, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan.
Dana AkhmentayevaFaculty of Postgraduate Education, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan.ORCID 0000-0001-9395-8397
Dina KapsultanovaFaculty of Postgraduate Education, Asfendiyarov Kazakh National Medical University, Almaty 050012, Kazakhstan.ORCID 0000-0003-1449-4438
Friba NurmukhammadFaculty of Postgraduate Medical Education, Hodja Ahmed Yasawi International Kazakh-Turkish University, Turkestan 161200, Kazakhstan.ORCID 0000-0002-6312-4479

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOptimal platelet inhibition is essential for minimizing both thrombotic and hemorrhagic complications in patients with coronary artery disease (CAD). Although high on-treatment platelet reactivity (HPR) has been consistently associated with adverse clinical outcomes, the relationship between platelet reactivity-measured as P2Y12 reaction units (PRU)-and cardiovascular mortality remains incompletely characterized. In particular, potential non-linear associations have not been adequately explored.

objectiveWe aimed to investigate the association between PRU and cardiovascular mortality in patients with CAD, with a specific focus on identifying potential non-linear relationships.

methodsWe conducted a retrospective observational cohort study including 1000 patients with angiographically confirmed CAD treated at a tertiary cardiology center in Almaty, Kazakhstan, between 2024 and 2025. Platelet reactivity was assessed using the VerifyNow P2Y12 assay. Multivariable logistic regression models were used to identify independent predictors of cardiovascular mortality. To assess potential non-linear associations between PRU and mortality, restricted cubic spline regression was applied with predefined knot placement. Model performance was evaluated in terms of discrimination (C-statistic) and calibration (Hosmer-Lemeshow goodness-of-fit test).

resultsIn conventional linear regression models, PRU was not independently associated with cardiovascular mortality (odds ratio [OR] ~1.00;

conclusionsOur findings reveal a significant non-linear association between platelet reactivity and cardiovascular mortality in patients with CAD. Both insufficient and excessive platelet inhibition appear to confer increased risk, suggesting that optimal PRU targets may lie within an intermediate therapeutic range. These results support a paradigm shift toward more individualized antiplatelet therapy strategies guided by platelet function testing.

Indexed as

cardiovascular mortalitycoronary artery diseasenon-linear associationP2Y12 reaction unitsplatelet reactivityrestricted cubic spline

Identifiers

PMID42346287
PMCPMC13298364

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.