Evidence map›Paper›PMID 40725072›Full record

ArticleInternational journal of molecular sciences2025

Extended Modelling of Molecular Calcium Signalling in Platelets by Combined Recurrent Neural Network and Partial Least Squares Analyses.

Chukiat Tantiwong, Hilaire Yam Fung Cheung, Joanne L Dunster, Jonathan M Gibbins, Johan W M Heemskerk, Rachel Cavill

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in International journal of molecular sciences, 2025. 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

6 authors.

Chukiat TantiwongInstitute for Cardiovascular and Metabolic Research (ICMR), School of Biological Sciences, University of Reading, Whiteknights, Reading RG6 6AS, UK.
Hilaire Yam Fung CheungDepartment of Biochemistry, Maastricht University, P.O. Box 616, 6200 MD Maastricht, The Netherlands.
Joanne L DunsterInstitute for Cardiovascular and Metabolic Research (ICMR), School of Biological Sciences, University of Reading, Whiteknights, Reading RG6 6AS, UK.
Jonathan M GibbinsInstitute for Cardiovascular and Metabolic Research (ICMR), School of Biological Sciences, University of Reading, Whiteknights, Reading RG6 6AS, UK.ORCID 0000-0002-0372-5352
Johan W M HeemskerkInstitute for Cardiovascular and Metabolic Research (ICMR), School of Biological Sciences, University of Reading, Whiteknights, Reading RG6 6AS, UK.ORCID 0000-0002-2848-5121
Rachel CavillDepartment of Data Science and Knowledge Engineering, Maastricht University, P.O. Box 616, 6200 MD Maastricht, The Netherlands.ORCID 0000-0002-3796-1687

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Platelets play critical roles in haemostasis and thrombosis. The platelet activation process is driven by agonist-induced rises in cytosolic [Ca

Indexed as

Blood PlateletsCalcium SignalingNeural Networks, ComputerCalciumHumansLeast-Squares AnalysisPlatelet ActivationRecurrent Neural NetworksCalciumcalcium signallingcollagenneuronal networkplateletsthrombin

Identifiers

PMID40725072
PMCPMC12295713

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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.