Evidence map›Paper›PMID 40906860›Full record

ArticleScience (New York, N.Y.)2025

Cooperative actions of interneuron families support the hippocampal spatial code.

Manuel Valero, Pablo Abad-Perez, Andrea Gallardo, Marta Picco, Raquel García-Hernandez, Jorge Brotons, Anel Martínez-Félix, Robert Machold, Bernardo Rudy, György Buzsáki

Abstract read
In one paragraph

Article in Science (New York, N.Y.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. 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

10 authors.

Manuel Valero *Neuroscience Institute, New York University Grossman School of Medicine, New York, NY, USA.ORCID 0000-0001-7860-577X
Pablo Abad-Perez *Hospital del Mar Medical Research Institute, Barcelona, Spain.ORCID 0000-0003-1336-0411
Andrea GallardoHospital del Mar Medical Research Institute, Barcelona, Spain.ORCID 0009-0005-6933-6842
Marta PiccoHospital del Mar Medical Research Institute, Barcelona, Spain.ORCID 0009-0000-6443-8309
Raquel García-HernandezInstituto de Neurociencias UMH-CSIC, Alicante, Spain.ORCID 0000-0001-9997-6051
Jorge BrotonsUniversidad Cardenal Herrera-CEU, CEU Universities, Spain.ORCID 0000-0002-7094-2883
Anel Martínez-FélixHospital del Mar Medical Research Institute, Barcelona, Spain.ORCID 0009-0004-1344-1806
Robert MacholdNeuroscience Institute, New York University Grossman School of Medicine, New York, NY, USA.ORCID 0000-0002-6261-496X
Bernardo RudyNeuroscience Institute, New York University Grossman School of Medicine, New York, NY, USA.ORCID 0000-0003-1367-7136
György BuzsákiNeuroscience Institute, New York University Grossman School of Medicine, New York, NY, USA.ORCID 0000-0002-3100-4800

Funding

U19 Supplement 2023-FroemkeU19NS107616 · NINDS · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI RICHARD W TSIEN · 2018 to 2026
$36.4M
The role of genetic and activity dependent cues in the generation of 5HT3aR interneuron diversityP01NS074972 · NINDS · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI RUDY, BERNARDO · 2012 to 2023
$15.5M
Transformation of Neuronal Activity in the Entorhinal-hippocampal-neocortex PathR01MH122391 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI BASU, JAYEETA, BUZSAKI, GYORGY · 2020 to 2024
$3.3M
Inhibitory and Disinhibitory VIP Interneuron-Mediated Circuits in NeocortexR01NS133751 · NINDS · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Bernardo Rudy · 2023 to 2026
$2.6M
Consolidation and interference of hippocampal spatial mapsR01MH139216 · NIMH · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI GYORGY BUZSAKI, KAMRAN DIBA · 2025 to 2026
$1.2M
Development of Genetic Strategies to Study a Novel Disinhibitory System in the CortexR34NS143694 · NINDS · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Bernardo Rudy · 2025 to 2026
$763k
Development of genetic approaches to study the organization and function of neocortical layer 1R21NS142921 · NINDS · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Bernardo Rudy · 2025 to 2026
$466k
Cholinergic Mechanisms of Associative Learning in Cortical CircuitsR21MH137452 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI RUDY, BERNARDO · 2024 to 2024
$461k
NIMH NIH HHS R01 MH122391NIMH NIH HHS R01 MH139216NIMH NIH HHS R21 MH137452NINDS NIH HHS P01 NS074972NINDS NIH HHS R01 NS133751NINDS NIH HHS R21 NS142921NINDS NIH HHS R34 NS143694NINDS NIH HHS U19 NS107616
6 · The paper itself

Abstract

Identifying the computational roles of different neuron families is crucial for understanding neural networks. Most neural diversity is embodied in various types of γ-aminobutyric acid-mediated (GABAergic) interneurons, grouped into four major families. We collected datasets of opto-tagged neurons from all four families, along with excitatory neurons, from both the neocortex and hippocampus. The physiological features of these neurons were used to train a machine learning classifier, which subsequently inferred specific interneuron families in large-scale recordings. This combined approach enabled the reconstruction of synaptic connectivity motifs across interneuron family members. We further showed that these motifs differentially control the place field features of pyramidal neurons. Our findings attribute a prominent role to interneurons in the formation of a flexible cognitive map.

Indexed as

GABAergic NeuronsHippocampusInterneuronsAnimalsMachine LearningMiceMice, TransgenicNeocortexNerve NetPyramidal CellsSynapses

Identifiers

PMID40906860
PMCPMC13124309

What Socratic holds

Textmetadata
LicenceTDM
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.