Evidence map›Paper›PMID 41867908›Full record

ArticleGlobal heart2026

Fine Particulate Matter Exposure and Risk of Major Adverse Cardiac and Cerebrovascular Events (MACCE) in Post-Percutaneous Coronary Intervention (PCI) Patients: A Thai PCI Registry-Based Cohort Study.

Chaiyawat Suppasilp, Teeranan Angkananard, Romen Samuel Rodis Wabina, Worawut Roongsangmanoon, Pawin Numthavaj, Phunchai Charatcharoenwitthaya, Atiporn Ingsathit, Kriengsak Vareesangthip, Suphot Srimahachota, Thosapol Limpijankit and 2 more

Abstract readMulticenter Study
In one paragraph

Article in Global heart, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Chaiyawat SuppasilpDepartment of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.ORCID 0000-0003-4693-0716
Teeranan AngkananardDivision of Cardiovascular Medicine, Department of Medicine, Faculty of Medicine, HRH Princess Maha Chakri Sirindhorn Medical Center, Srinakharinwirot University, Nakhon Nayok, Thailand.ORCID 0000-0001-9965-0115
Romen Samuel Rodis WabinaDepartment of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.ORCID 0009-0007-0780-588X
Worawut RoongsangmanoonDivision of Cardiovascular Medicine, Department of Medicine, Faculty of Medicine, HRH Princess Maha Chakri Sirindhorn Medical Center, Srinakharinwirot University, Nakhon Nayok, Thailand.ORCID 0000-0001-6431-6192
Pawin NumthavajDepartment of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.ORCID 0000-0002-1369-2945
Phunchai CharatcharoenwitthayaDivision of Gastroenterology, Department of Medicine, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, Thailand.ORCID 0000-0002-8334-0267
Atiporn IngsathitDepartment of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.ORCID 0000-0002-3997-3796
Kriengsak VareesangthipRenal Division, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.ORCID 0000-0002-8750-8071
Suphot SrimahachotaDivision of cardiovascular Medicine, Department of Medicine, King Chulalongkorn Memorial Hospital, Thailand.ORCID 0000-0002-5181-961X
Thosapol LimpijankitDivision of Cardiovascular Medicine, Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.ORCID 0000-0002-1457-350X
Nakarin SansanayudhDivision of Cardiovascular Medicine, Department of Medicine, Phramongkutklao Hospital, Bangkok, Thailand.ORCID 0000-0001-5668-7559
Ammarin ThakkinstianDepartment of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.ORCID 0000-0001-9991-386X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Major adverse cardiac and cerebrovascular events (MACCE) are critical clinical outcomes in patients undergoing percutaneous coronary intervention (PCI); however, evidence regarding the impact of fine particulate matter (PM2.5) on these outcomes remains limited. Methods: This retrospective cohort study included 22,188 Thai adults who underwent PCI to investigate the association between PM2.5 exposure and the incidence of MACCE. Baseline demographic, clinical characteristics, and comorbidities, with angiographic and procedural data, were collected. Cumulative PM2.5 exposure was estimated using satellite-derived data based on patients' residential locations over a 12-month follow-up period. The primary outcome was a composite MACCE endpoint. A multilevel survival model was employed to assess the association between PM2.5 exposure and MACCE, adjusting for potential confounding variables. Results: During the median follow-up of 11.97 months (ranging from 0.03 to 12 months), 6,382 patients (28.8%) experienced at least one MACCE. PM2.5 levels in Thailand exhibit a distinct seasonal pattern, peaking around February (Quarter 1; Q1) and reaching their lowest levels in Q3. In the final multivariable model, a 1 µg/m Conclusion: The study's findings suggested that higher seasonal PM2.5 exposure is associated with MACCE in patients who underwent PCI. These results underscore the urgent need for public health policies that focus on reducing PM2.5 to improve health outcomes and reduce the burden of the disease.

Indexed as

Cerebrovascular DisordersEnvironmental ExposureParticulate MatterPercutaneous Coronary InterventionPostoperative ComplicationsRegistriesAgedFemaleFollow-Up StudiesHumansIncidenceMaleMiddle AgedRetrospective StudiesRisk AssessmentRisk FactorsParticulate Mattercardiovascular eventscoronary artery diseasefine particulate matterpercutaneous coronary interventionPM2.5

Identifiers

PMID41867908
PMCPMC13004060

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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.