Evidence map›Paper›PMID 42897783›Full record

ArticleHuman brain mapping2026

Inside a Programmer's Brain: Dissociating Code and Language Comprehension Networks Using a Novel fMRI-ESM Protocol.

Victor Cepero-Escribano, Patricia León-Cabrera, Anna Gasa-Roqué, Xavier Otazu, Alejandro Fernandez-Coello, Pablo Naval-Baudin, Àngels Camins, Immaculada Rico, Andreu Gabarros, Antoni Rodriguez-Fornells and 1 more

Abstract readCase Reports
In one paragraph

Article in Human brain mapping, 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

11 authors.

Victor Cepero-EscribanoBridging Research in AI and Neuroscience (BRAIN), Computer Vision Center (CVC), Cerdanyola del Valles, Spain.ORCID https://orcid.org/0009-0003-6394-8034
Patricia León-CabreraCognition and Brain Plasticity Unit (CBPU), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Spain.
Anna Gasa-RoquéCognition and Brain Plasticity Unit (CBPU), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Spain.ORCID https://orcid.org/0000-0002-9028-0776
Xavier OtazuBridging Research in AI and Neuroscience (BRAIN), Computer Vision Center (CVC), Cerdanyola del Valles, Spain.
Alejandro Fernandez-CoelloNeurosurgery Section, Hospital Universitari de Bellvitge (HUB), L'Hospitalet de Llobregat, Spain.ORCID https://orcid.org/0000-0003-0418-0339
Pablo Naval-BaudinInstitut de Diagnòstic Per la Imatge, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Spain.ORCID https://orcid.org/0000-0002-8714-0764
Àngels CaminsInstitut de Diagnòstic Per la Imatge, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Spain.
Immaculada RicoNeurology Section, Hospital Universitari de Bellvitge (HUB), L'Hospitalet de Llobregat, Spain.
Andreu GabarrosNeurosurgery Section, Hospital Universitari de Bellvitge (HUB), L'Hospitalet de Llobregat, Spain.
Antoni Rodriguez-FornellsCognition and Brain Plasticity Unit (CBPU), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Spain.
Xim Cerda-CompanyBridging Research in AI and Neuroscience (BRAIN), Computer Vision Center (CVC), Cerdanyola del Valles, Spain.ORCID https://orcid.org/0000-0001-7359-5453

Funding

AGAUR-FL 2025 FI-3 00065Agencia de Gestió d'Ajuts Universitaris i de Recerca (AGAUR) 2021-SGR-01470Agencia de Gestió d'Ajuts Universitaris i de Recerca (AGAUR) 2025 FI-3 00065CERCA Programme/Generalitat de CatalunyaERDF/EUEuropean Commission BDNS664047European Regional Development Fund PID2023-151083NA-I00European Union, Next Generation EU BDNS664047Generalitat de Catalunya 2021-SGR-1099Joan Oró of the Department of Research and Universities of the Generalitat de CatalunyaMinisterio de Ciencia e Innovación PID2020-118254-I00Ministerio de UniversidadesMinisterio de Universidades and the European Union-NextGeneration EU, and Victor Cepero-Escribano 200034TG1R+D+I PID2020-118254-I00R+D+I PID2023-151083NA-I00Social Plus European Fund. The Cognition and Brain Plasticity Group
6 · The paper itself

Abstract

Code comprehension and natural language share structural similarities but engage partially distinct neural systems. While language predominantly recruits the classical perisylvian language network, code comprehension has been linked to the multiple-demand system, associated with mathematical thinking and problem solving. We report the case of a professional software engineer with an IDH-mutant astrocytoma in the left middle frontal gyrus, a region where these networks converge. To address the potential risk of impairing computer programming abilities during surgery, we implemented a personalized protocol combining fMRI and intraoperative electrical stimulation mapping (ESM), extending the standard language assessment with a Code comprehension task. Intraoperative mapping identified sites in the left inferior frontal cortex that were functionally relevant to the Code comprehension task but were not identified during standard object-naming mapping. Complete tumor resection was achieved while preserving these critical regions, with the patient showing intact post-operative language and programming performances. This single case study suggests that individualized Code comprehension mapping may identify functionally relevant sites not detected by standard object-naming mapping, supporting the potential clinical value of tailored fMRI-ESM protocols for preserving higher-order cognitive functions in neurosurgical patients.

Indexed as

AstrocytomaBrain MappingBrain NeoplasmsIntraoperative Neurophysiological MonitoringComprehensionElectric StimulationFemaleHumansLanguageMagnetic Resonance ImagingMaleSoftwarebrain tumorcode comprehensionelectrical stimulation mappingfMRIleft inferior frontal gyrusmultiple‐demand system

Identifiers

PMID42897783
PMCPMC13680809

What OpenQuestion holds

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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.