Evidence map›Paper›PMID 41332686›Full record

ArticlebioRxiv : the preprint server for biology2025

Constraining inference of across-region interactions using neural activity perturbations.

Diya Basrai, JeongYoon Lee, Amy Kristl, Peiyu Wang, Andrew Miri, Joshua I Glaser

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

6 authors.

Diya BasraiDepartment of Neurobiology, Northwestern University, Evanston, IL, 60201, USA.ORCID 0009-0002-3971-8039
JeongYoon LeeDepartment of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
Amy KristlDepartment of Neurobiology, Northwestern University, Evanston, IL, 60201, USA.
Peiyu WangDepartment of Neurobiology, Northwestern University, Evanston, IL, 60201, USA.
Andrew MiriDepartment of Neurobiology, Northwestern University, Evanston, IL, 60201, USA.ORCID 0000-0002-5791-7798
Joshua I GlaserDepartment of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.ORCID 0000-0003-2906-115X

Funding

Training Program in Neurobiology of Information StorageT32MH067564 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Daniel A Dombeck · 2003 to 2026
$4.7M
Combining Physiological, Genetic, and Computational Approaches with Naturalistic Climbing Behavior to Elucidate the Functional Elements of Descending Motor ControlDP2NS120847 · NINDS · NORTHWESTERN UNIVERSITY · PI Joseph Andrew Miri · 2020 to 2026
$2.4M
Interpretable machine learning for understanding the neural control of movementR00NS119787 · NINDS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI GLASER, JOSHUA I · 2023 to 2025
$673k
NIMH NIH HHS T32 MH067564NINDS NIH HHS DP2 NS120847NINDS NIH HHS R00 NS119787
6 · The paper itself

Abstract

Functional interactions between brain regions are often inferred from multi-region models fit to neural activity recorded in behaving animals. Here, we show that inference of across-region interactions is hindered by the wide breadth of model fits consistent with naturally occurring neural activity. In contrast, models fit to activity that includes region-wide activity perturbations provide well-constrained estimates of across-region interactions; simulations suggest these estimates can be accurate.

Identifiers

PMID41332686
PMCPMC12667783

What Socratic 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 Socratic graph.