Evidence map›Paper›PMID 40604289›Full record

ArticleNature2025

Inter-brain neural dynamics in biological and artificial intelligence systems.

Xingjian Zhang, Nguyen Phi, Qin Li, Ryan Gorzek, Niklas Zwingenberger, Shan Huang, John L Zhou, Lyle Kingsbury, Tara Raam, Ye Emily Wu and 3 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. 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

13 authors.

Xingjian Zhang *Department of Neurobiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.ORCID 0000-0003-3131-5761
Nguyen Phi *Department of Neurobiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.ORCID 0000-0002-2215-1884
Qin LiDepartment of Neurobiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
Ryan GorzekDepartment of Neurobiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
Niklas ZwingenbergerDepartment of Electrical and Computer Engineering, Henry Samueli School of Engineering, University of California, Los Angeles, Los Angeles, CA, USA.ORCID 0009-0007-5251-2752
Shan HuangDepartment of Neurobiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
John L ZhouDepartment of Electrical and Computer Engineering, Henry Samueli School of Engineering, University of California, Los Angeles, Los Angeles, CA, USA.
Lyle KingsburyDepartment of Neurobiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
Tara RaamDepartment of Neurobiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
Ye Emily WuDepartment of Neurobiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.ORCID 0000-0001-8052-1073
Don WeiDepartment of Neurobiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
Jonathan C KaoDepartment of Electrical and Computer Engineering, Henry Samueli School of Engineering, University of California, Los Angeles, Los Angeles, CA, USA. kao@seas.ucla.edu.ORCID 0000-0002-9298-0143
Weizhe HongDepartment of Neurobiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA. whong@ucla.edu.ORCID 0000-0003-1523-8575

Funding

Neural Circuit Mechanisms of Allogrooming BehaviorR01MH130941 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Weizhe Hong · 2022 to 2026
$3.4M
Neural circuits for social modulation of a persistent negative emotional stateRF1NS132912 · NINDS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI HONG, WEIZHE, ZHANG, LI I · 2023 to 2023
$3.2M
Unstable nucleus accumbens social representations in models of social behavioral dysfunction.R01MH132736 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Peyman Golshani, Weizhe Hong · 2023 to 2026
$3.1M
Functional Dissection of Neural Circuitry Underlying Parenting BehaviorR01NS113124 · NINDS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI HONG, WEIZHE · 2019 to 2023
$2.6M
Next generation brain-machine interfaces controlled synergistically with artificial intelligenceDP2NS122037 · NINDS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI KAO, JONATHAN CHAU-YAN · 2020 to 2020
$2.3M
Neural Basis of Inter-brain Synchrony during Social Interaction in Health and DiseaseF31MH134521 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI PHI, NGUYEN THANH · 2023 to 2024
$84k
NIMH NIH HHS F31 MH134521NIMH NIH HHS R01 MH130941NIMH NIH HHS R01 MH132736NINDS NIH HHS DP2 NS122037NINDS NIH HHS R01 NS113124NINDS NIH HHS RF1 NS132912
6 · The paper itself

Abstract

Social interaction can be regarded as a dynamic feedback loop between interacting individuals as they act and react to each other

Indexed as

Artificial IntelligenceBrainNeuronsPrefrontal CortexSocial InteractionAnimalsFemaleGABAergic NeuronsMaleMiceMice, Inbred C57BLModels, Neurological

Identifiers

PMID40604289
PMCPMC12276908

What OpenQuestion 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 OpenQuestion graph.