Evidence map›Paper›PMID 42030950›Full record

ArticleCell reports methods2026

EthoPy provides an accessible platform for reproducible behavioral neuroscience.

Alexandros Evangelou, Maria Diamantaki, Konstantina Georgelou, Zoi Drakaki, Lydia Ntanavara, Gerasimos Gerardos, Sofia Morou, Nikolaos Chatziris, Zoi Dogani, Elissavet Anna Petsalaki and 5 more

Abstract read
In one paragraph

Article in Cell reports methods, 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

15 authors.

Alexandros EvangelouInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Maria DiamantakiInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Konstantina GeorgelouInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Zoi DrakakiInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Lydia NtanavaraInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Gerasimos GerardosInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Sofia MorouInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Nikolaos ChatzirisInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Zoi DoganiInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Elissavet Anna PetsalakiInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Odysseas Nikolaos RaosInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Anastasios GratsakisInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Stamatios AliprantisInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Athanasia PapoutsiInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Emmanouil FroudarakisInstitute of Molecular Biology & Biotechnology, Foundation of Research & Technology - Hellas, Heraklion, Crete, Greece; Department of Basic Sciences, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece. Electronic address: froudarakis@uoc.gr.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As brain activity is tightly coupled to behavior, an accurate understanding of neural functions necessitates consideration of behavioral tasks that capture the complexity and variety that animals encounter. Nevertheless, animal training for behavioral experiments is often labor intensive, costly, and difficult to standardize. To overcome these challenges, we developed EthoPy, an open-source, Python-based behavioral control framework that integrates stimulus presentation, hardware management, and data logging. EthoPy supports diverse behavioral paradigms, stimulus modalities, and experimental systems, from home cage to head-fixed configurations, while operating on affordable hardware, such as Raspberry Pi. Its modular architecture and database integration enable scalable, high-throughput automatic behavioral training with minimal experimenter involvement while ensuring reproducibility through comprehensive metadata tracking. By automating training workflows, EthoPy makes it feasible to implement sophisticated behavioral paradigms that are traditionally difficult to achieve. EthoPy, thus, provides an accessible, extensible framework to study behavior and the underlying neural activity.

Indexed as

Behavior, AnimalNeurosciencesSoftwareAnimalsMiceReproducibility of Resultsautomated behavioral tasksbehavioral trainingbrain-behavior integrationCP: computational biologyCP: neurosciencedata reproducibilityhigh-throughput traininghome-cage trainingmodular architecturemouseopen sourcePython

Identifiers

PMID42030950
PMCPMC13282661

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.