Evidence map›Paper›PMID 41786966›Full record

ArticleArchives of toxicology2026

PM

Flavia Bonalumi, Margherita Burattini, Rosario Statello, Mirko Hu, Minh Long Hoang, Nicola Delmonte, Alessia Caputo, Barbara Montanini, Francesco Paolo Lo Muzio, Silvana Pinelli and 8 more

Abstract read
In one paragraph

Article in Archives of toxicology, 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

18 authors.

Flavia BonalumiDepartment of Medicine and Surgery, University of Parma, Parma, Italy.
Margherita BurattiniDepartment of Medicine and Surgery, University of Parma, Parma, Italy.
Rosario StatelloDepartment of Medicine and Surgery, University of Parma, Parma, Italy.
Mirko HuDepartment of Medicine and Surgery, University of Parma, Parma, Italy.
Minh Long HoangDepartment of Medicine and Surgery, University of Parma, Parma, Italy.
Nicola DelmonteDepartment of Engineering and Architecture, University of Parma, Parma, Italy.
Alessia CaputoDepartment of Medicine and Surgery, University of Parma, Parma, Italy.
Barbara MontaniniDepartment of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy.
Francesco Paolo Lo MuzioDepartment of Medicine and Surgery, University of Parma, Parma, Italy.
Silvana PinelliDepartment of Medicine and Surgery, University of Parma, Parma, Italy.
Paola MozzoniDepartment of Medicine and Surgery, University of Parma, Parma, Italy.
Jessica ModicaIRCCS- Humanitas Research Hospital, Rozzano, Milan, Italy.
Andrea CattaneoDepartment of Science and High Technology, Università of Insubria, Como, Italy.
Francesca RossiIMEM-CNR Institute, Parma, Italy.
Enrico BergamaschiDepartment of Sciences of Public Health and Pediatrics, University of Turin, Turin, Italy.
Valentina BollatiDepartment of Clinical Sciences and Community Health, University of Milan, Milan, Italy.
Stefano RossiDepartment of Medicine and Surgery, University of Parma, Parma, Italy. stefano.rossi@unipr.it.
Michele MiragoliDepartment of Medicine and Surgery, University of Parma, Parma, Italy. michele.miragoli@unipr.it.ORCID 0000-0002-4058-4368

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Air pollution is a major cardiovascular risk factor, with particulate matter (PM) posing significant threats. The Po Valley remains among Europe's most polluted areas. While PM₂.₅ is linked to cardiac dysfunction, its effects during pregnancy-especially under hypertensive conditions-are poorly defined. We investigated how prolonged PM exposure from Milan's urban area affects cardiac electromechanical function in pregnant normotensive and hypertensive rats, and in a human embryonic stem cell-derived 3D cardiac spheroid. Pregnant normotensive and hypertensive (SHR) rats were exposed to saline solutions w/wo PM (2 mg/kg) three times weekly for 19 days. Cardiac spheroids were cultured in DMEM w/wo PM (10-50 µg/mL) for 8 days. We assessed cardiac function via in-vivo epicardial mapping and in-vitro optokinematic analysis. Inflammatory, toxicological, and molecular profiles were evaluated. Machine learning classified electrogram profiles in PM-exposed versus unexposed rats. In SHR rats, PM exposure increased rheobase (+ 39%), current threshold (+ 32%), and chronaxie (+ 71%), with a 21% rise in effective refractory period. Conduction velocity and anisotropy were also altered. Machine learning achieved > 86% and > 77% classification accuracy in normotensive and SHR, respectively. In human cardiac spheroids derived from embryonic stem cells, short-term PM exposure impaired relaxation (- 36% at 10 µg/mL; - 21.5% at 20 µg/mL) and contraction amplitude (- 42% and - 62%, respectively). Long-term evaluation disrupted calcium transients (- 20% and - 15%) and altered IL-6. Gene expression revealed dysregulation of calcium-handling genes. These findings emphasize the heightened risks of PM exposure during gestation, particularly in preeclampsia, and support the need for public health strategies to protect maternal and fetal cardiovascular health.

Indexed as

Air PollutantsHeartMyocytes, CardiacParticulate MatterSpheroids, CellularAnimalsFemaleHuman Embryonic Stem CellsHumansHypertensionParticle SizePregnancyRatsRats, Inbred SHRAir PollutantsParticulate MatterAir pollutionHypertensionIn-vivo/In-vitro cardiac modelsPo ValleyPregnancy

Identifiers

PMID41786966
PMCPMC13309412

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.