Evidence map›Paper›PMID 40924875›Full record

ArticleBrain : a journal of neurology2026

High-resolution electrophysiological mapping of effective connectivity of lateral prefrontal cortex.

Sofia Avalos-Alais, Maciej Jedynak, Anthony Boyer, Blandine Chanteloup-Forêt, Cristiana Pinheiro, Christopher C Cline, Sara Parmigiani, Yasser Alemán-Gómez, Patric Hagmann, Corey J Keller and 2 more

Abstract read
In one paragraph

Article in Brain : a journal of neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Trial
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors.

Sofia Avalos-AlaisAix Marseille Univ, INSERM, INS, Inst Neurosci Syst, Marseille 13005, France.ORCID 0009-0000-9002-7642
Maciej JedynakAix Marseille Univ, INSERM, INS, Inst Neurosci Syst, Marseille 13005, France.ORCID 0000-0003-1876-5485
Anthony BoyerAix Marseille Univ, INSERM, INS, Inst Neurosci Syst, Marseille 13005, France.ORCID 0000-0002-6466-2121
Blandine Chanteloup-ForêtUniversité Grenoble Alpes, Inserm, U1216, Grenoble Institut Neurosciences, Grenoble 38000, France.
Cristiana PinheiroAix Marseille Univ, INSERM, INS, Inst Neurosci Syst, Marseille 13005, France.ORCID 0000-0002-7499-4162
Christopher C ClineDepartment of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA.ORCID 0000-0003-1442-8641
Sara ParmigianiDepartment of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA.ORCID 0000-0001-9783-9029
Yasser Alemán-GómezDepartment of Radiology, Lausanne University Hospital and University of Lausanne (CHUV-UNIL), Lausanne 1011, Switzerland.ORCID 0000-0001-6067-8639
Patric HagmannDepartment of Radiology, Lausanne University Hospital and University of Lausanne (CHUV-UNIL), Lausanne 1011, Switzerland.ORCID 0000-0002-2854-6561
Corey J KellerDepartment of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA.ORCID 0000-0003-0529-3490
Olivier DavidAix Marseille Univ, INSERM, INS, Inst Neurosci Syst, Marseille 13005, France.ORCID 0000-0003-0776-0216
F-TRACT Consortium

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
Agence Nationale de la Recherche ANR-21-NEUC-0005-01Agence Nationale de la Recherche ANR-22-CE17-0057-03Agence Nationale de la Recherche ANR-22-PESN-0012European Research CouncilEuropean Union's Seventh Framework Programme 616268F-TRACTHorizon 2020 785907Horizon 2020 945539NIH HHS R01MH129018NIMH NIH HHS R01 MH129018Swiss National Science Foundation 209470
6 · The paper itself

Abstract

The lateral prefrontal cortex (LPFC) serves as a critical hub for higher-order cognitive and executive functions in the human brain, coordinating brain networks whose disruption has been implicated in many neurological and psychiatric disorders. While transcranial brain stimulation treatments often target the LPFC, our current understanding of connectivity profiles guiding these interventions based on electrophysiology remains limited. Here, we present a high-resolution probabilistic map of bidirectional effective connectivity between the LPFC and widespread cortical and subcortical regions. This map is derived from intracranial evoked potential analysis of 48 797 intracranial direct electrical stimulation runs across 759 implantations in 724 patients with refractory epilepsy (368 male, 354 female, two unspecified; mean age ± standard deviation: 24 ± 13.5 years). We mapped probabilistic connectivity between brain parcels with adaptive resolution-higher resolution in the LPFC in the hemisphere of interest and lower elsewhere-maintaining statistical power while achieving 95% average confidence interval of ∼0.03 for connectivity probability estimates. In addition, the significance threshold (P-value) for probabilistic connectivity was obtained from surrogate distributions. Overall, we observed remarkable symmetry between afferent and efferent connectivity patterns of the LPFC, with a slight preference for efferent connections (mean slope = 0.92 ± 0.09, mean R2 = 0.93 ± 0.025). For example, connections between the inferior frontal gyrus (IFG) and anterior cingulate showed notable directional asymmetry. The IFG strongly projected to most brain networks compared to other LPFC regions, with the strongest connectivity to the ventral attention network (0.26 ± 0.01 compared to values between 0.15 and 0.21 in other LPFC regions). Posterior dorso-lateral prefrontal cortex (DLPFC) demonstrated stronger connectivity to brain networks compared to anterior DLPFC regions (e.g. 0.21 ± 0.01 versus 0.15 ± 0.01 for connectivity to ventral attention network), with the exception of the limbic cortex. All LPFC subregions strongly projected to the fronto-parietal (greater than 0.17) and ventral attention (greater than 0.15) networks, with moderate connections to the default network (between 0.1 and 0.15, with the maximum corresponding to superior DLPFC). Finally, latency analysis suggested that the left LPFC's influence on ipsilateral emotion-related regions is primarily polysynaptic, with particularly strong pathways from IFG to amygdala (0.16 ± 0.02) and hippocampus (0.12 ± 0.01). Taken together, these comprehensive connectivity maps provide a new detailed electrophysiological foundation for understanding the functional anatomy of LPFC and guiding targeted brain stimulation protocols.

Indexed as

Brain MappingNerve NetPrefrontal CortexAdolescentAdultDrug Resistant EpilepsyElectrocorticographyFemaleHumansMaleMiddle AgedNeural PathwaysYoung Adultbrain stimulationcortico-cortical evoked potentials (CCEP)dorso-lateral prefrontal cortexeffective connectivityinferior frontal gyrusstereoelectroencephalography (SEEG)

Identifiers

PMID40924875
PMCPMC13016832

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LicenceCC BY-NC
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Registered trials

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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.