Evidence map›Paper›PMID 41757172›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Effective connectivity of the insula as measured by cortico-cortical evoked potentials.

Cristiana Pinheiro, Maciej Jedynak, Sofia Avalos-Alais, Anthony Boyer, Julien Bastin, Philippe Kahane, Olivier David

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

7 authors.

Cristiana PinheiroAix Marseille Univ, INSERM, INS, Inst Neurosci Syst, 13005 Marseille, France.ORCID 0000-0002-7499-4162
Maciej JedynakAix Marseille Univ, INSERM, INS, Inst Neurosci Syst, 13005 Marseille, France.
Sofia Avalos-AlaisAix Marseille Univ, INSERM, INS, Inst Neurosci Syst, 13005 Marseille, France.
Anthony BoyerAix Marseille Univ, INSERM, INS, Inst Neurosci Syst, 13005 Marseille, France.
Julien BastinUniv. Grenoble Alpes, Inserm, U1216, CHU Grenoble Alpes, Grenoble Institut Neurosciences, 38000 Grenoble, France.
Philippe KahaneUniv. Grenoble Alpes, Inserm, U1216, CHU Grenoble Alpes, Grenoble Institut Neurosciences, 38000 Grenoble, France.
Olivier DavidAix Marseille Univ, INSERM, INS, Inst Neurosci Syst, 13005 Marseille, France.

Funding

CRCNS US-France Research Proposal: Probing the Dorsolateral Prefrontal Cortex and Central Executive Network for Improving Neuromodulation in DepressionR01MH129018 · NIMH · STANFORD UNIVERSITY · PI KELLER, COREY J · 2021 to 2025
$1.1M
NIMH NIH HHS R01 MH129018
6 · The paper itself

Abstract

Effective connectivity of the human insula, mainly assessed at rest using cortico-cortical evoked potentials (CCEPs), is not yet fully characterized at high-resolution. Here, we significantly extend prior CCEP studies of the insula by leveraging an extensive multicenter CCEP database and fine-grained anatomical atlases of the insula. We analyzed CCEP datasets from 897 patients with refractory focal epilepsy (459 females, age: 26±14 years) explored by stereo electroencephalography and with at least one electrode contact in the insula. Efferent and afferent effective connectivity measures of nineteen insular subregions with the rest of the brain were derived at the population level, by pooling statistical properties of early brain responses to electrical stimulation pulses, as defined by the first significant component of CCEPs occurring before 100 ms. In addition, the median peak delay of the responses was measured as a proxy of the directness of the connections. Results revealed predominant ipsilateral insular connections with frontal, parietal, central, temporal, and limbic systems. Some directional biases were observed, with more afferent connections from the caudal part of frontal lobe, central regions, temporoparietal junction, temporal pole and amygdala, and more efferent connections to the rostral part of frontal lobe, anterior cingulate, parahippocampal cortex, and hippocampus. Subregional analysis revealed a remarkably preserved topological pattern with a gradient of effective connectivity along anterior-posterior and superior-inferior axes. Along the anterior-posterior axis, the posterior insula demonstrated predominant connections with parietal, central, temporal, and limbic systems, while the anterior insula was additionally connected with the frontal system. Along the superior-inferior axis, superior insula was mainly connected with frontal, parietal, central, temporal, and limbic systems, whereas the inferior insula was primarily connected with temporal and limbic regions. Median peak delays range from 14 to 51 ms, with the fastest responses in insula surrounding areas. This study provides the highest-resolution effective connectivity mapping of the human insula from neurophysiological data. It complements well previous structural studies with additional dynamical and causal information, and definitely establishes the insula as a topologically organised hub connecting the different brain lobes.

Indexed as

CCEPdirectionalityeffective connectivityhuman brain mappinginsulaSEEG

Identifiers

PMID41757172
PMCPMC12934889

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LicenceCC BY-NC
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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.