Evidence map›Paper›PMID 40110086›Full record

ArticleFrontiers in psychology2025

Where are higher-order cognitive functions? The paradox of non-locality in awake cognitive mapping using a complex dynamic system framework.

Jesús Martín-Fernández, Nayra Caballero-Estebaranz, Esteban Félez, Natalia Navarro-Peris, Pedro Pérez Del Rosario, Raúl Hernández Bisshopp, Jaime Domínguez-Báez

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Full-Stack Architectures for Intelligent Brain-Computer Interfaces.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  3. Article
  4. Article
  5. Article
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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.

Jesús Martín-FernándezDepartment of Neurosurgery, Nuestra Señora de Candelaria University Hospital, Tenerife, Spain.
Nayra Caballero-EstebaranzDepartment of Cognitive-Affective Neuroscience, e-Awake Institute, Tenerife, Spain.
Esteban FélezDepartment of Cognitive-Affective Neuroscience, e-Awake Institute, Tenerife, Spain.
Natalia Navarro-PerisDepartment of Cognitive-Affective Neuroscience, e-Awake Institute, Tenerife, Spain.
Pedro Pérez Del RosarioDepartment of Neurosurgery, Nuestra Señora de Candelaria University Hospital, Tenerife, Spain.
Raúl Hernández BisshoppDepartment of Neurosurgery, Nuestra Señora de Candelaria University Hospital, Tenerife, Spain.
Jaime Domínguez-BáezDepartment of Neurosurgery, Nuestra Señora de Candelaria University Hospital, Tenerife, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study addresses the challenge in identifying and preserving higher-order cognitive functions within a complex dynamic systems framework during neurosurgery. Traditionally, neurosurgical practice has prioritized avoiding language and motor deficits, while higher-order functions-such as social cognition and executive processes-remain underexplored. These functions arise from dynamic large-scale networks operating in an optimal balance between synchronization and metastability rather than from isolated and localized cortical regions. This complexity highlights a paradox of non-locality in awake cognitive mapping: no single area "contains" a function, but certain "critical points" can transiently disrupt network dynamics when stimulated intraoperatively. Direct electrical stimulation provides unique real-time insights by inducing brief dyssynchronizations that elicit observable behavioral changes, allowing neurosurgeons and neuropsychologists to pinpoint crucial cortical and subcortical "connectome-stop points" and minimize damage. Preserving deep white-matter tracts is essential, given their limited neuroplasticity and the profound, often irreversible impact of tract lesions on cognition. To address these challenges, we propose a three-step awake cognitive mapping approach: (1) localizing critical points of networks via DES-driven behavioral impairment, (2) constant monitoring of multiple cognitive domains as tumor resection progresses, and (3) halting resection at connectome-stop points to prevent irreversible deficits. An illustrative case involving a right parietal glioma demonstrates how this methodology integrates computational neuroscience, network theory, and clinical practice to achieve optimal functional preservation and maintain the patient's quality of life.

Indexed as

awake neurosurgerycognitive mappingcomputational neurosciencesconnectomicsemotionsnetwork neuroscience

Identifiers

PMID40110086
PMCPMC11922077

What OpenQuestion holds

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LicenceCC BY
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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.