Evidence map›Paper›PMID 37592985›Full record

ArticleChemical science2023

AI-based identification of therapeutic agents targeting GPCRs: introducing ligand type classifiers and systems biology.

Jonas Goßen, Rui Pedro Ribeiro, Dirk Bier, Bernd Neumaier, Paolo Carloni, Alejandro Giorgetti, Giulia Rossetti

Abstract read
In one paragraph

Article in Chemical science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Review
  2. From Atoms to Neuronal Spikes: A Multiscale Simulation Framework.Journal of chemical theory and computation · 2026
    Review
  3. From Atoms to Neuronal Spikes: A Multi-Scale Simulation Framework.bioRxiv : the preprint server for biology · 2025
    Article
  4. Review
  5. Review
  6. Review
  7. Article
  8. Article
  9. 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

7 authors.

Jonas GoßenInstitute for Computational Biomedicine (INM-9/IAS-5) Forschungszentrum Jülich Wilhelm-Johnen-Straße 52428 Jülich Germany g.rossetti@fz-juelich.de.ORCID https://orcid.org/0000-0002-0730-6796
Rui Pedro RibeiroInstitute for Computational Biomedicine (INM-9/IAS-5) Forschungszentrum Jülich Wilhelm-Johnen-Straße 52428 Jülich Germany g.rossetti@fz-juelich.de.
Dirk BierInstitute of Neuroscience and Medicine, Nuclear Chemistry (INM-5), Forschungszentrum Jülich GmbH Wilhelm-Johnen-Straße 52428 Jülich Germany.
Bernd NeumaierInstitute of Neuroscience and Medicine, Nuclear Chemistry (INM-5), Forschungszentrum Jülich GmbH Wilhelm-Johnen-Straße 52428 Jülich Germany.ORCID https://orcid.org/0000-0001-5425-3116
Paolo CarloniInstitute for Computational Biomedicine (INM-9/IAS-5) Forschungszentrum Jülich Wilhelm-Johnen-Straße 52428 Jülich Germany g.rossetti@fz-juelich.de.ORCID https://orcid.org/0000-0002-9010-0149
Alejandro GiorgettiInstitute for Computational Biomedicine (INM-9/IAS-5) Forschungszentrum Jülich Wilhelm-Johnen-Straße 52428 Jülich Germany g.rossetti@fz-juelich.de.
Giulia RossettiInstitute for Computational Biomedicine (INM-9/IAS-5) Forschungszentrum Jülich Wilhelm-Johnen-Straße 52428 Jülich Germany g.rossetti@fz-juelich.de.ORCID https://orcid.org/0000-0002-2032-4630

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Identifying ligands targeting G protein coupled receptors (GPCRs) with novel chemotypes other than the physiological ligands is a challenge for

Identifiers

PMID37592985
PMCPMC10430665

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.