Cortical connectivity, local dynamics and stability correlates of global conscious states

preprint OA: closed
Full text JSON View at publisher
Full text 13,658 characters · extracted from preprint-html · click to expand
Cortical connectivity, local dynamics and stability correlates of global conscious states | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Article Cortical connectivity, local dynamics and stability correlates of global conscious states Levin Kuhlmann, Yun Zhao, Naotsugu Tsuchiya, Mario Boley, Yueyang Liu, and 4 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-5645596/v1 This work is licensed under a CC BY 4.0 License Status: Published Journal Publication published 30 Sep, 2025 Read the published version in Communications Biology → Version 1 posted You are reading this latest preprint version Abstract Consciousness emerges from complex neural processes, yet its precise neurobiological correlates remain uncertain. Here a space-time-resolved inference-based framework is applied to estimate the neurophysiological variables of a whole-cortex model and analyze the neural mechanism correlates of global consciousness by way of a correlation analysis between behavioural and neural variable time-series. Using magnetoencephalography (MEG) data from 15 participants under Xenon-induced anesthesia, interconnected neural mass models (NMMs) were developed and time-evolving regional neurophysiological variables and inter-regional connectivity strengths were inferred from the data. Analyses revealed significant correlations between consciousness levels and inter-regional connectivity, particularly in posterior parietal, occipital, and prefrontal regions. Moreover, results support a parietal, rather than frontal, network backbone to facilitate global consciousness. Regional-level analyses further identified correlates of consciousness within the posterior parietal and occipital regions. Lastly, reductions in consciousness were linked to stabilized cortical dynamics, reflected by changes in the eigenmodes of the system. This framework provides a novel, inference-based approach to investigating consciousness, offering a time-resolved perspective on neural mechanism correlates during altered states. Biological sciences/Neuroscience/Computational neuroscience Biological sciences/Neuroscience/Cognitive neuroscience/Consciousness Full Text Additional Declarations There is NO Competing Interest. Supplementary Files YunZhao2024SupplementaryInfo.pdf Cite Share Download PDF Status: Published Journal Publication published 30 Sep, 2025 Read the published version in Communications Biology → Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-5645596","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Article","associatedPublications":[],"authors":[{"id":397483644,"identity":"f7bcec6b-2f1f-4fa4-9ecc-920b7fe7ebdf","order_by":0,"name":"Levin Kuhlmann","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAABAklEQVRIie3NvWrDMBDA8SsaMlQiq0GYvoKKIUtD8iBdYgzOEkO6lIwFg7P0Y7UhDyEw9GNTEbiLaVeDx0LngsYM7dm0o4q7ZdAfTnAHPwTgch1gAkcBaBCjfp/2L8E5uvqbVCBIv8fDCFb/Ej2AjK5P9Rqa8IEch+bi8e18zNN3s4apL5WF0FroHD7Dp5SVvKjbpNhVE55DHFiJFy80RSI1k5xlbSKbxYRQ0KGVnHx0pOlIuWfZK5KlMRS+7MQjCkndkXv8RSFZCU5B2QmNkIgq6MgZy6KkyFeXnIooKCxkvn1ODd1oX77clC3LZsmdtyzxMvNvLeTnrwEXl8vlcv2jbwAuY1rzvOR7AAAAAElFTkSuQmCC","orcid":"https://orcid.org/0000-0002-5108-6348","institution":"Monash University","correspondingAuthor":true,"prefix":"","firstName":"Levin","middleName":"","lastName":"Kuhlmann","suffix":""},{"id":397483645,"identity":"a3673215-7149-4ba0-992d-5513b624ee18","order_by":1,"name":"Yun Zhao","email":"","orcid":"https://orcid.org/0000-0002-9826-0964","institution":"Monash University","correspondingAuthor":false,"prefix":"","firstName":"Yun","middleName":"","lastName":"Zhao","suffix":""},{"id":397483646,"identity":"8b1a41d7-130a-4a78-a0ad-f63aa95762f9","order_by":2,"name":"Naotsugu Tsuchiya","email":"","orcid":"https://orcid.org/0000-0003-4216-8701","institution":"Monash University","correspondingAuthor":false,"prefix":"","firstName":"Naotsugu","middleName":"","lastName":"Tsuchiya","suffix":""},{"id":397483647,"identity":"d5ed0a3a-b440-4b32-8ba2-370639c84ff0","order_by":3,"name":"Mario Boley","email":"","orcid":"","institution":"University of Haifa","correspondingAuthor":false,"prefix":"","firstName":"Mario","middleName":"","lastName":"Boley","suffix":""},{"id":397483648,"identity":"b5a9e41e-72c7-4517-ac1b-8a102b056582","order_by":4,"name":"Yueyang Liu","email":"","orcid":"","institution":"Monash University","correspondingAuthor":false,"prefix":"","firstName":"Yueyang","middleName":"","lastName":"Liu","suffix":""},{"id":397483649,"identity":"e8d2c2a4-80ce-4e7a-b16f-aac4a14de93d","order_by":5,"name":"Philippa Karoly","email":"","orcid":"","institution":"The University of Melbourne","correspondingAuthor":false,"prefix":"","firstName":"Philippa","middleName":"","lastName":"Karoly","suffix":""},{"id":397483650,"identity":"3caafd60-eea1-4231-8c95-c71c5181a374","order_by":6,"name":"Andria Pelentritou","email":"","orcid":"","institution":"University Hospital (CHUV) and University of Lausanne (UNIL)","correspondingAuthor":false,"prefix":"","firstName":"Andria","middleName":"","lastName":"Pelentritou","suffix":""},{"id":397483651,"identity":"b56c3341-f36f-449d-9913-7004ebcd019e","order_by":7,"name":"William Woods","email":"","orcid":"https://orcid.org/0000-0001-6653-6105","institution":"Centre for Mental Health, School of Health Sciences, Swinburne University","correspondingAuthor":false,"prefix":"","firstName":"William","middleName":"","lastName":"Woods","suffix":""},{"id":397483652,"identity":"b11fd37e-d9e9-4428-9b6d-d47478ac5eb1","order_by":8,"name":"David Liley","email":"","orcid":"","institution":"The University of Melbourne","correspondingAuthor":false,"prefix":"","firstName":"David","middleName":"","lastName":"Liley","suffix":""}],"badges":[],"createdAt":"2024-12-15 02:45:19","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-5645596/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-5645596/v1","draftVersion":[],"editorialEvents":[{"content":"https://doi.org/10.1038/s42003-025-08782-6","type":"published","date":"2025-09-30T04:00:00+00:00"}],"editorialNote":"","failedWorkflow":false,"files":[{"id":92568609,"identity":"d4dcaf3a-2824-4784-a971-a1635e652cab","added_by":"auto","created_at":"2025-10-01 07:10:29","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":2641707,"visible":true,"origin":"","legend":"","description":"","filename":"YunZhao2024Manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-5645596/v1_covered_2fbd9332-ebda-4adb-a83d-29193d1cd19d.pdf"},{"id":79227178,"identity":"03698b82-ec40-43f2-a14e-4d0ddb0842ac","added_by":"auto","created_at":"2025-03-26 01:16:29","extension":"pdf","order_by":2,"title":"","display":"","copyAsset":false,"role":"supplement","size":2164748,"visible":true,"origin":"","legend":"","description":"","filename":"YunZhao2024SupplementaryInfo.pdf","url":"https://assets-eu.researchsquare.com/files/rs-5645596/v1/6f44edcd6971be89652b50bb.pdf"}],"financialInterests":"There is \u003cb\u003eNO\u003c/b\u003e Competing Interest.","formattedTitle":"Cortical connectivity, local dynamics and stability correlates of global conscious states","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":true,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"nature-portfolio","isNatureJournal":true,"hasQc":false,"allowDirectSubmit":false,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"","title":"Nature Portfolio","twitterHandle":"","acdcEnabled":false,"dfaEnabled":false,"editorialSystem":"ejp","reportingPortfolio":"","inReviewEnabled":true,"inReviewRevisionsEnabled":false},"keywords":"","lastPublishedDoi":"10.21203/rs.3.rs-5645596/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-5645596/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"Consciousness emerges from complex neural processes, yet its precise neurobiological correlates remain uncertain. Here a space-time-resolved inference-based framework is applied to estimate the neurophysiological variables of a whole-cortex model and analyze the neural mechanism correlates of global consciousness by way of a correlation analysis between behavioural and neural variable time-series. Using magnetoencephalography (MEG) data from 15 participants under Xenon-induced anesthesia, interconnected neural mass models (NMMs) were developed and time-evolving regional neurophysiological variables and inter-regional connectivity strengths were inferred from the data. Analyses revealed significant correlations between consciousness levels and inter-regional connectivity, particularly in posterior parietal, occipital, and prefrontal regions. Moreover, results support a parietal, rather than frontal, network backbone to facilitate global consciousness. Regional-level analyses further identified correlates of consciousness within the posterior parietal and occipital regions. Lastly, reductions in consciousness were linked to stabilized cortical dynamics, reflected by changes in the eigenmodes of the system. This framework provides a novel, inference-based approach to investigating consciousness, offering a time-resolved perspective on neural mechanism correlates during altered states.","manuscriptTitle":"Cortical connectivity, local dynamics and stability correlates of global conscious states","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-03-26 01:16:24","doi":"10.21203/rs.3.rs-5645596/v1","editorialEvents":[],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"communications-biology","isNatureJournal":true,"hasQc":false,"allowDirectSubmit":false,"externalIdentity":"commsbio","sideBox":"Learn more about [Communications Biology](http://www.nature.com/commsbio/)","snPcode":"","submissionUrl":"","title":"Communications Biology","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"ejp","reportingPortfolio":"Communications Series","inReviewEnabled":true,"inReviewRevisionsEnabled":false}}],"origin":"","ownerIdentity":"0ab9686c-a31e-4996-a26f-2d689102106e","owner":[],"postedDate":"March 26th, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"published-in-journal","subjectAreas":[{"id":42349524,"name":"Biological sciences/Neuroscience/Computational neuroscience"},{"id":42349525,"name":"Biological sciences/Neuroscience/Cognitive neuroscience/Consciousness"}],"tags":[],"updatedAt":"2025-10-01T07:10:20+00:00","versionOfRecord":{"articleIdentity":"rs-5645596","link":"https://doi.org/10.1038/s42003-025-08782-6","journal":{"identity":"communications-biology","isVorOnly":false,"title":"Communications Biology"},"publishedOn":"2025-09-30 04:00:00","publishedOnDateReadable":"September 30th, 2025"},"versionCreatedAt":"2025-03-26 01:16:24","video":"","vorDoi":"10.1038/s42003-025-08782-6","vorDoiUrl":"https://doi.org/10.1038/s42003-025-08782-6","workflowStages":[]},"version":"v1","identity":"rs-5645596","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-5645596","identity":"rs-5645596","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: preprint-html

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2025) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00