Individual word representations dissociate from linguistic context along a cortical unimodal to heteromodal gradient
Language comprehension involves multiple hierarchical processing stages across time, space, and levels of representation. When processing a word, the sensory input is transformed into increasingly representations that need to be integrated with the linguistic context. Thus, language comprehension in...
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description | Language comprehension involves multiple hierarchical processing stages across time, space, and levels of representation. When processing a word, the sensory input is transformed into increasingly representations that need to be integrated with the linguistic context. Thus, language comprehension involves both input‐driven as well as context‐dependent processes. While neuroimaging research has traditionally focused on mapping individual brain regions to the distinct underlying processes, recent studies indicate that whole‐brain distributed patterns of cortical activation might be highly relevant for cognitive functions, including language. One such pattern, based on resting‐state connectivity, is the ‘principal cortical gradient’, which dissociates sensory from heteromodal brain regions. The present study investigated the extent to which this gradient provides an organizational principle underlying language function, using a multimodal neuroimaging dataset of functional magnetic resonance imaging (fMRI) and magnetoencephalography (MEG) recordings from 102 participants during sentence reading. We found that the brain response to individual representations of a word (word length, orthographic distance, and word frequency), which reflect visual; orthographic; and lexical properties, gradually increases towards the sensory end of the gradient. Although these properties showed opposite effect directions in fMRI and MEG, their association with the sensory end of the gradient was consistent across both neuroimaging modalities. In contrast, MEG revealed that properties reflecting a word's relation to its linguistic context (semantic similarity and position within the sentence) involve the heteromodal end of the gradient to a stronger extent. This dissociation between individual word and contextual properties was stable across earlier and later time windows during word presentation, indicating interactive processing of word representations and linguistic context at opposing ends of the principal gradient. To conclude, our findings indicate that the principal gradient underlies the organization of a range of linguistic representations while supporting a gradual distinction between context‐independent and context‐dependent representations. Furthermore, the gradient reveals convergent patterns across neuroimaging modalities (similar location along the gradient) in the presence of divergent responses (opposite effect directions).
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Functional magnetic resonance imaging and magnetoencephalography recordings (N = 102) reveal that language comprehension during sentence reading is organized along a sensory‐to‐heteromodal cortical gradient. Word representations and linguistic context fall at opposite ends along this gradient, while both ends of the gradient are interactively activated through time.</description><identifier>ISSN: 1065-9471</identifier><identifier>ISSN: 1097-0193</identifier><identifier>EISSN: 1097-0193</identifier><identifier>DOI: 10.1002/hbm.26607</identifier><identifier>PMID: 38339897</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley & Sons, Inc</publisher><subject>Brain ; Brain mapping ; Cognitive ability ; Comprehension ; Context ; cortical gradients ; Datasets ; fMRI ; Functional magnetic resonance imaging ; Information processing ; Language ; Language thought relationship ; Linguistics ; Magnetic resonance imaging ; Magnetoencephalography ; Medical imaging ; MEG ; Neural networks ; Neuroimaging ; Neurosciences ; Orthography ; Phonology ; Representations ; Semantics ; Sensory integration ; Sentences ; Windows (intervals) ; Word frequency ; Word length ; word representations ; Words (language)</subject><ispartof>Human brain mapping, 2024-02, Vol.45 (2), p.e26607-n/a</ispartof><rights>2024 The Authors. published by Wiley Periodicals LLC.</rights><rights>2024 The Authors. Human Brain Mapping published by Wiley Periodicals LLC.</rights><rights>2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c4027-f6e481be4437ab365208b0751eb9412bca4dff09b2f46a0c4cb7534f1c998e5f3</cites><orcidid>0000-0003-2570-0604</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fhbm.26607$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fhbm.26607$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,860,1411,11541,27901,27902,45550,45551,46027,46451</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38339897$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Eisenhauer, Susanne</creatorcontrib><creatorcontrib>Gonzalez Alam, Tirso Rene del Jesus</creatorcontrib><creatorcontrib>Cornelissen, Piers L.</creatorcontrib><creatorcontrib>Smallwood, Jonathan</creatorcontrib><creatorcontrib>Jefferies, Elizabeth</creatorcontrib><title>Individual word representations dissociate from linguistic context along a cortical unimodal to heteromodal gradient</title><title>Human brain mapping</title><addtitle>Hum Brain Mapp</addtitle><description>Language comprehension involves multiple hierarchical processing stages across time, space, and levels of representation. When processing a word, the sensory input is transformed into increasingly representations that need to be integrated with the linguistic context. Thus, language comprehension involves both input‐driven as well as context‐dependent processes. While neuroimaging research has traditionally focused on mapping individual brain regions to the distinct underlying processes, recent studies indicate that whole‐brain distributed patterns of cortical activation might be highly relevant for cognitive functions, including language. One such pattern, based on resting‐state connectivity, is the ‘principal cortical gradient’, which dissociates sensory from heteromodal brain regions. The present study investigated the extent to which this gradient provides an organizational principle underlying language function, using a multimodal neuroimaging dataset of functional magnetic resonance imaging (fMRI) and magnetoencephalography (MEG) recordings from 102 participants during sentence reading. We found that the brain response to individual representations of a word (word length, orthographic distance, and word frequency), which reflect visual; orthographic; and lexical properties, gradually increases towards the sensory end of the gradient. Although these properties showed opposite effect directions in fMRI and MEG, their association with the sensory end of the gradient was consistent across both neuroimaging modalities. In contrast, MEG revealed that properties reflecting a word's relation to its linguistic context (semantic similarity and position within the sentence) involve the heteromodal end of the gradient to a stronger extent. This dissociation between individual word and contextual properties was stable across earlier and later time windows during word presentation, indicating interactive processing of word representations and linguistic context at opposing ends of the principal gradient. To conclude, our findings indicate that the principal gradient underlies the organization of a range of linguistic representations while supporting a gradual distinction between context‐independent and context‐dependent representations. Furthermore, the gradient reveals convergent patterns across neuroimaging modalities (similar location along the gradient) in the presence of divergent responses (opposite effect directions).
Functional magnetic resonance imaging and magnetoencephalography recordings (N = 102) reveal that language comprehension during sentence reading is organized along a sensory‐to‐heteromodal cortical gradient. Word representations and linguistic context fall at opposite ends along this gradient, while both ends of the gradient are interactively activated through time.</description><subject>Brain</subject><subject>Brain mapping</subject><subject>Cognitive ability</subject><subject>Comprehension</subject><subject>Context</subject><subject>cortical gradients</subject><subject>Datasets</subject><subject>fMRI</subject><subject>Functional magnetic resonance imaging</subject><subject>Information processing</subject><subject>Language</subject><subject>Language thought relationship</subject><subject>Linguistics</subject><subject>Magnetic resonance imaging</subject><subject>Magnetoencephalography</subject><subject>Medical imaging</subject><subject>MEG</subject><subject>Neural networks</subject><subject>Neuroimaging</subject><subject>Neurosciences</subject><subject>Orthography</subject><subject>Phonology</subject><subject>Representations</subject><subject>Semantics</subject><subject>Sensory integration</subject><subject>Sentences</subject><subject>Windows (intervals)</subject><subject>Word frequency</subject><subject>Word length</subject><subject>word representations</subject><subject>Words (language)</subject><issn>1065-9471</issn><issn>1097-0193</issn><issn>1097-0193</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNp1kUtP3TAQRq0KVB7ton-gssSGLgJ-JY6XFFFAouqmXUe2M74YJfbFdqD8-5p7KQskVp4ZHR-N5kPoCyUnlBB2emvmE9Z1RH5A-5Qo2RCq-M5z3bWNEpLuoYOc7wihtCX0I9rjPeeqV3Iflesw-gc_LnrCjzGNOME6QYZQdPExZDz6nKP1ugB2Kc548mG1-Fy8xTaGAn8L1lMMK6xrn-q4ipbg5zjWokR8CwXqv027Snr0Vf0J7To9Zfj88h6iPz8ufp9fNTe_Lq_Pz24aKwiTjetA9NSAEFxqw7uWkd4Q2VIwSlBmrBajc0QZ5kSniRXWyJYLR61SPbSOH6LjrXed4v0CuQyzzxamSQeISx6YYkIpKYSq6NEb9C4uKdTtNhTtWMtZpb5tKZtizgncsE5-1ulpoGR4jmKoUQybKCr79cW4mBnGV_L_7StwugUe_QRP75uGq-8_t8p_OCGUsQ</recordid><startdate>20240201</startdate><enddate>20240201</enddate><creator>Eisenhauer, Susanne</creator><creator>Gonzalez Alam, Tirso Rene del Jesus</creator><creator>Cornelissen, Piers L.</creator><creator>Smallwood, Jonathan</creator><creator>Jefferies, Elizabeth</creator><general>John Wiley & Sons, Inc</general><scope>24P</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7QR</scope><scope>7T9</scope><scope>7TK</scope><scope>7U7</scope><scope>7X7</scope><scope>7XB</scope><scope>8FD</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2570-0604</orcidid></search><sort><creationdate>20240201</creationdate><title>Individual word representations dissociate from linguistic context along a cortical unimodal to heteromodal gradient</title><author>Eisenhauer, Susanne ; 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When processing a word, the sensory input is transformed into increasingly representations that need to be integrated with the linguistic context. Thus, language comprehension involves both input‐driven as well as context‐dependent processes. While neuroimaging research has traditionally focused on mapping individual brain regions to the distinct underlying processes, recent studies indicate that whole‐brain distributed patterns of cortical activation might be highly relevant for cognitive functions, including language. One such pattern, based on resting‐state connectivity, is the ‘principal cortical gradient’, which dissociates sensory from heteromodal brain regions. The present study investigated the extent to which this gradient provides an organizational principle underlying language function, using a multimodal neuroimaging dataset of functional magnetic resonance imaging (fMRI) and magnetoencephalography (MEG) recordings from 102 participants during sentence reading. We found that the brain response to individual representations of a word (word length, orthographic distance, and word frequency), which reflect visual; orthographic; and lexical properties, gradually increases towards the sensory end of the gradient. Although these properties showed opposite effect directions in fMRI and MEG, their association with the sensory end of the gradient was consistent across both neuroimaging modalities. In contrast, MEG revealed that properties reflecting a word's relation to its linguistic context (semantic similarity and position within the sentence) involve the heteromodal end of the gradient to a stronger extent. This dissociation between individual word and contextual properties was stable across earlier and later time windows during word presentation, indicating interactive processing of word representations and linguistic context at opposing ends of the principal gradient. To conclude, our findings indicate that the principal gradient underlies the organization of a range of linguistic representations while supporting a gradual distinction between context‐independent and context‐dependent representations. Furthermore, the gradient reveals convergent patterns across neuroimaging modalities (similar location along the gradient) in the presence of divergent responses (opposite effect directions).
Functional magnetic resonance imaging and magnetoencephalography recordings (N = 102) reveal that language comprehension during sentence reading is organized along a sensory‐to‐heteromodal cortical gradient. Word representations and linguistic context fall at opposite ends along this gradient, while both ends of the gradient are interactively activated through time.</abstract><cop>Hoboken, USA</cop><pub>John Wiley & Sons, Inc</pub><pmid>38339897</pmid><doi>10.1002/hbm.26607</doi><tpages>21</tpages><orcidid>https://orcid.org/0000-0003-2570-0604</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Brain Brain mapping Cognitive ability Comprehension Context cortical gradients Datasets fMRI Functional magnetic resonance imaging Information processing Language Language thought relationship Linguistics Magnetic resonance imaging Magnetoencephalography Medical imaging MEG Neural networks Neuroimaging Neurosciences Orthography Phonology Representations Semantics Sensory integration Sentences Windows (intervals) Word frequency Word length word representations Words (language) |
title | Individual word representations dissociate from linguistic context along a cortical unimodal to heteromodal gradient |
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