Evidence map›Paper›PMID 40166463›Full record

ArticleFrontiers in pharmacology2025

Cristian Trovato, Stefano Longobardi, Elisa Passini, Kylie A Beattie, Maxx Holmes, Khuram W Chaudhary, Eric I Rossman, Blanca Rodriguez

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Review
  6. Article
  7. Article
  8. 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

8 authors.

Cristian Trovato *Department of Computer Science, University of Oxford, Oxford, United Kingdom.
Stefano Longobardi *Non-Clinical Safety, Pre-Clinical Sciences, GlaxoSmithKline, Stevenage, United Kingdom.
Elisa PassiniDepartment of Computer Science, University of Oxford, Oxford, United Kingdom.
Kylie A BeattieNon-Clinical Safety, Pre-Clinical Sciences, GlaxoSmithKline, Stevenage, United Kingdom.
Maxx HolmesDepartment of Computer Science, University of Oxford, Oxford, United Kingdom.
Khuram W ChaudharyNon-Clinical Safety, Pre-Clinical Sciences, GlaxoSmithKline, Upper Providence, Collegeville, PA, United States.
Eric I RossmanNon-Clinical Safety, Pre-Clinical Sciences, GlaxoSmithKline, Upper Providence, Collegeville, PA, United States.
Blanca RodriguezDepartment of Computer Science, University of Oxford, Oxford, United Kingdom.

Funding

Wellcome Trust
6 · The paper itself

Abstract

Drug-induced changes in cardiac contractility (inotropy) can lead to cardiotoxicity, a major cause of discontinuation in drug development. Preclinical approaches to assess cardiac inotropy are imperfect, with

Indexed as

cardiac contractilitycardiac modellingdrug safetyhuman cardiomyocyteshuman modellingsystems toxicology

Identifiers

PMID40166463
PMCPMC11955705

What OpenQuestion 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 OpenQuestion graph.