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Distinct neural signatures of phonemic and semantic verbal fluency: a double dissociation in cortical activation and functional connectivity revealed by fNIRS.

Overview

Authors: Yize Cai1,2, Yuexian Hou1,2, Tian Zhu1, Yanxin Yin3,4, Chaolin Ma2,5, Shilin Li1, Weiming Sun1,2,6
  1. The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Department of Rehabilitation Medicine, Nanchang, China
  2. Nanchang University, School of Public Policy and Management, Department of Psychology, Nanchang, China
  3. City University of Hong Kong, Department of Data Science, Hong Kong, China
  4. University of Hong Kong, Musketeers Foundation Institute of Data Science, Hong Kong, China
  5. Nanchang University, Jiangxi Medical College, The Second Affiliated Hospital, School of Basic Medical Sciences, Jiangxi Province Key Laboratory of Brain Science and Brain Health, Nanchang, China
  6. The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Postdoctoral Research Station, Nanchang, China
Journal: Neurophotonics, volume 13, issue 2, article 025009
Dates: received 1 October 2025; accepted 28 April 2026; published online 12 May 2026; in print April 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1117/1.nph.13.2.025009 · PMID 42131493 · PMCID PMC13167064 · OpenAlex W7160942534
Open access: gold, a free copy (OpenAlex)
Status: code on request
Categories: fNIRS (modality), systems (subfield)
Methods: Statistics, Connectivity, Graphs, fMRI & imaging
Keywords: verbal fluency task, phonemic fluency, semantic fluency, functional near-infrared spectroscopy, prefrontal cortex, functional connectivity
Topic: Neurobiology of Language and Bilingualism (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: Natural Science Foundation of Jiangxi Province (20232BAB216090, 20252BAC250141); Talent Team Program — Ganpo Talented Scholars Support Plan: Key Discipline Academic and Technical Leader Training Project (20243BCE51125); Science and Technology Program of Jiangxi Provincial Health Commission (202510018); Clinical Research Cultivation Program, The First Affiliated Hospital of Nanchang University (YFYLCYJPY202523, YFYLCYJPY202439)
Citations: not cited yet (Europe PMC); 82 references in the paper

Abstract

Significance: The verbal fluency task (VFT) is a widely used paradigm in neuroimaging, yet its phonemic (pVFT) and semantic (sVFT) variants are frequently treated interchangeably despite limited understanding of their distinct neural substrates.

Aim: We aim to systematically characterize the differences in cortical activation and functional connectivity (FC) patterns between pVFT and sVFT and to test the stability of these differences against individual variations in behavior and executive function, thereby providing actionable guidance for neuroscience research and clinical practice.

Approach: We employed a within-subject design using functional near-infrared spectroscopy to compare cortical activation and FC during pVFT and sVFT. In-task behavioral performance and executive function measures were quantified to test whether individual differences could account for the neural dissociation.

Results: We identified dissociated neural signatures between the two tasks. At the activation level, we observed that pVFT elicited significantly stronger activation across the prefrontal cortex (PFC), including the bilateral inferior frontal gyrus, dorsolateral prefrontal cortex, and orbitofrontal cortex. By contrast, sVFT was associated with greater activation in the bilateral supramarginal gyrus. At the network level, pVFT induced a state of higher global functional integration, characterized by enhanced long-range FC between PFC and posterior temporo-parietal regions. Critically, these neural dissociation patterns were not significantly modulated by variations in VFT behavioral performance or general executive function.

Conclusions: pVFT and sVFT are subserved by partially nonoverlapping and stable neurocognitive systems. This has significant methodological implications, underscoring that the choice of VFT variant in future neuroscience research should be judiciously guided by the specific neural circuitry under investigation.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

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The paper's code and data availability statement is in the Data section.

Tracing map

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Data

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Code and Data Availability

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Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 28 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 7 authors, 6 keywords, 4 funders, 79 references.

Cite

This paper

Cai, Y., Hou, Y., Zhu, T., Yin, Y., Ma, C., Li, S., & Sun, W. (2026). Distinct neural signatures of phonemic and semantic verbal fluency: a double dissociation in cortical activation and functional connectivity revealed by fNIRS. Neurophotonics, 13(2), 025009. https://doi.org/10.1117/1.nph.13.2.025009

BibTeX

@article{cai2026distinct,
author = {Cai, Yize and Hou, Yuexian and Zhu, Tian and Yin, Yanxin and Ma, Chaolin and Li, Shilin and Sun, Weiming},
title = {{Distinct neural signatures of phonemic and semantic verbal fluency: a double dissociation in cortical activation and functional connectivity revealed by fNIRS}},
journal = {Neurophotonics},
year = {2026},
month = apr,
volume = {13},
number = {2},
pages = {025009},
publisher = {Society of Photo-Optical Instrumentation Engineers},
issn = {2329-423X},
doi = {10.1117/1.nph.13.2.025009},
url = {https://doi.org/10.1117/1.nph.13.2.025009},
pmid = {42131493},
pmcid = {PMC13167064}
}

RIS

TY - JOUR
AU - Cai, Yize
AU - Hou, Yuexian
AU - Zhu, Tian
AU - Yin, Yanxin
AU - Ma, Chaolin
AU - Li, Shilin
AU - Sun, Weiming
TI - Distinct neural signatures of phonemic and semantic verbal fluency: a double dissociation in cortical activation and functional connectivity revealed by fNIRS
T2 - Neurophotonics
J2 - Neurophotonics
PY - 2026
DA - 2026/04/01
VL - 13
IS - 2
SP - 025009
SN - 2329-423X
PB - Society of Photo-Optical Instrumentation Engineers
DO - 10.1117/1.nph.13.2.025009
UR - https://doi.org/10.1117/1.nph.13.2.025009
LA - en
ER -

CSL-JSON

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