Evidence map›Paper›PMID 42947964›Full record

SynthesisFrontiers in cardiovascular medicine2026

Blood-based biomarkers and major adverse cardiac events after percutaneous coronary intervention: a systematic review with narrative synthesis.

Shyamalendu Tripathy, Minesh Patel

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in cardiovascular medicine, 2026. 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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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

2 authors.

Shyamalendu TripathyDepartment of Pharmacology, School of Pharmacy, Parul University, Vadodara, Gujarat, India.
Minesh PatelDepartment of Pharmacology (Pharmacy), Parul University, Vadodara, Gujarat, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Major adverse cardiac events (MACE) remain common after percutaneous coronary intervention (PCI) despite advances in stent technology and secondary-prevention pharmacotherapy. Blood-based biomarkers have been proposed as tools for individualised risk stratification, but reported prognostic associations vary widely across studies. Objectives: This review addressed two prespecified and analytically separate questions. The primary (prognostic) question was: among adults undergoing PCI, are elevated concentrations of blood-based biomarkers associated with subsequent MACE and mortality? The secondary (treatment-effect) question was: among adults undergoing PCI, do specified pharmacotherapeutic strategies reduce MACE? The two questions were addressed using separate eligibility criteria, separate effect measures, separate risk-of-bias instruments and separate syntheses; prognostic associations and treatment effects were not pooled together. Methods: MEDLINE (via PubMed), Embase (via Ovid), Web of Science Core Collection and the Cochrane Central Register of Controlled Trials (CENTRAL) were searched from 1 January 2010 to 28 February 2025, supplemented by ClinicalTrials.gov, the WHO ICTRP, OpenGrey and backward and forward citation searching. Records were restricted to English-language reports. Eligible studies for the primary question enrolled adults (≥18 years) undergoing PCI, measured a blood-based biomarker at a defined time point relative to the index procedure, and reported MACE or mortality with an extractable adjusted or unadjusted effect estimate. Risk of bias was assessed with QUIPS for prognostic factor studies, supported by ROBINS-I, Cochrane RoB 2.0 and AMSTAR 2 as appropriate to design. Random-effects meta-analysis was to use the restricted maximum likelihood estimator for between-study variance with Hartung-Knapp-Sidik-Jonkman confidence intervals, with DerSimonian-Laird estimates as a sensitivity analysis. No analyte met the minimum study count required to trigger pooling (Section 3.5), so no meta-analysis was performed. Pooling was restricted to biomarker-outcome pairs with at least three methodologically comparable primary studies. Prediction intervals accompany every pooled estimate derived from five or more studies. Certainty of evidence was rated using a GRADE framework adapted for prognostic factor reviews. Results: Forty-two studies were included, comprising 41 primary reports and one systematic review retained for cross-referencing only, together contributing 37,524 participants to the prognostic synthesis. The evidence base was dispersed across 42 distinct analytes: 38 were evaluated in a single study and four in two studies, so no analyte reached the minimum of three studies prespecified for quantitative pooling. Meta-analysis was therefore not undertaken, and the evidence is reported as a structured narrative synthesis. Elevated concentrations of N-terminal pro-B-type natriuretic peptide, high-sensitivity cardiac troponin T, C-reactive protein and its high-sensitivity assay, interleukin-6, the systemic immune-inflammation index and the neutrophil-to-lymphocyte ratio were each reported as associated with increased risk of MACE, consistently in direction but on the basis of one or two studies per analyte. Evidence for microRNA-497-5p and other emerging analytes rested on single small studies and is reported as preliminary. Thirteen studies were rated at high overall risk of bias, seventeen at moderate and twelve at low. Certainty was very low for the 38 single-study analytes and low for the remainder. Treatment-effect evidence identified under the secondary question is reported separately and was not combined with the prognostic synthesis. Conclusions: Blood-based biomarkers show consistent directional associations with MACE after PCI, but the evidence is too dispersed for quantitative synthesis: no analyte was evaluated in more than two of the included studies. Heterogeneity in assay platform, sampling time, cut-off derivation and endpoint definition compounds this dispersion. These findings support further evaluation of a small number of candidate markers in adequately powered cohorts with standardised measurement, not the incorporation of any biomarker into routine post-PCI decision-making. No included study randomised patients on the basis of a biomarker result, so no biomarker-guided treatment recommendation can be made. Systematic Review Registration: https://www.crd.york.ac.uk/PROSPERO/view/CRD420251076074, PROSPERO CRD420251076074.

Indexed as

biomarkerscoronary artery diseasedual antiplatelet therapymajor adverse cardiac eventsNT-proBNPpercutaneous coronary intervention

Identifiers

PMID42947964
PMCPMC13710230

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.