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Altered Patterns of Dynamic Functional Connectivity Underpin Reduced Expressions of Social-Emotional Reciprocity in Autistic Adults

. 2025 Apr ; 18 (4) : 725-740. [epub] 20250224

Language English Country United States Media print-electronic

Document type Journal Article, Research Support, Non-U.S. Gov't

Grant support
LM2023050 Ministerstvo Školství, Mládeže a Tělovýchovy
LX22NPO5107 Ministry of Education, Youth and Sport of the Czech Republic
BB/X017095/1 Biotechnology and Biological Sciences Research Council - United Kingdom

To identify the neurocognitive mechanisms underpinning the social difficulties that characterize autism, we performed functional magnetic resonance imaging on pairs of autistic and non-autistic adults simultaneously whilst they interacted with one another on the iterated Ultimatum Game (iUG)-an interactive task that emulates the reciprocal characteristic of naturalistic interpersonal exchanges. Two age-matched sets of male-male dyads were investigated: 16 comprised an autistic Responder and a non-autistic Proposer, and 19 comprised non-autistic pairs of Responder and Proposer. Players' round-by-round behavior on the iUG was modeled as reciprocal choices, and dynamic functional connectivity (dFC) was measured to identify the neural mechanisms underpinning reciprocal behaviors. Behavioral expressions of reciprocity were significantly reduced in autistic compared with non-autistic Responders, yet no such differences were observed between the non-autistic Proposers in either set of dyads. Furthermore, we identified latent dFC states with temporal properties associated with reciprocity. Autistic interactants spent less time in brain states characterized by dynamic inter-network integration and segregation among the Default Mode Network and cognitive control networks, suggesting that their reduced expressions of social-emotional reciprocity reflect less efficient reconfigurations among brain networks supporting flexible cognition and behavior. These findings advance our mechanistic understanding of the social difficulties characterizing autism.

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American Psychiatric Association . 2013. “Diagnostic and Statistical Manual of Mental Disorders.”

Avrahami, J. , Güth W., Hertwig R., Kareev Y., and Otsubo H.. 2013. “Learning (Not) to Yield: An Experimental Study of Evolving Ultimatum Game Behavior.” Journal of Socio‐Economics 47: 47–54. 10.1016/j.socec.2013.08.009. DOI

Baron‐Cohen, S. , Wheelwright S., Skinner R., Martin J., and Clubley E.. 2001. “The Autism‐Spectrum Quotient (AQ): Evidence From Asperger Syndrome/High‐Functioning Autism, Males and Females, Scientists and Mathematicians.” Journal of Autism and Developmental Disorders 31, no. 1: 5–17. 10.1023/A:1005653411471. PubMed DOI

Benjamini, Y. , and Hochberg Y.. 2016. “Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing.” Journal of the Royal Statistical Society, Series B 57, no. 1: 289–300.

Benkarim, O. , Paquola C., Park B. y., et al. 2021. “Connectivity Alterations in Autism Reflect Functional Idiosyncrasy.” Communications Biology 4, no. 1: 1078. 10.1038/s42003-021-02572-6. PubMed DOI PMC

Bolton, B. G. E. , and Ockenfels A.. 2000. “A Theory of Equity, Reciprocity, and Competition.” American Economic Review 90, no. 1: 166–193.

Broadbent, J. , Galic I., and Stokes M. A.. 2013. “Validation of Autism Spectrum Quotient Adult Version in an Australian Sample.” Autism Research and Treatment 2013: 1–7. 10.1155/2013/984205. PubMed DOI PMC

Brunet, D. , Murray M. M., and Michel C. M.. 2011. “Spatiotemporal Analysis of Multichannel EEG: CARTOOL.” Computational Intelligence and Neuroscience 2011, no. 2: 1–15. 10.1155/2011/813870. PubMed DOI PMC

Bylemans, T. , Heleven E., Baetens K., Deroost N., Baeken C., and Van Overwalle F.. 2023. “Mentalizing and Narrative Coherence in Autistic Adults: Cerebellar Sequencing and Prediction.” Neuroscience & Biobehavioral Reviews 146: 105045. 10.1016/j.neubiorev.2023.105045. PubMed DOI

Cox, J. C. , Friedman D., and Gjerstad S.. 2007. “A Tractable Model of Reciprocity and Fairness.” Games and Economic Behavior 59, no. 1: 17–45. 10.1016/j.geb.2006.05.001. DOI

Crompton, C. J. , Ropar D., Evans‐Williams C. V. M., Flynn E. G., and Fletcher‐Watson S.. 2020. “Autistic Peer‐To‐Peer Information Transfer Is Highly Effective.” Autism 24, no. 7: 1704–1712. 10.1177/1362361320919286. PubMed DOI PMC

Davis, M. H. 1983. “Measuring Individual Differences in Empathy: Evidence for a Multidimensional Approach.” Journal of Personality and Social Psychology 44, no. 1: 113–126. 10.1037/0022-3514.44.1.113. DOI

Davis, R. , and Crompton C. J.. 2021. “What Do New Findings About Social Interaction in Autistic Adults Mean for Neurodevelopmental Research?” Perspectives on Psychological Science 16, no. 3: 649–653. 10.1177/1745691620958010. PubMed DOI PMC

de Lacy, N. , Doherty D., King B. H., Rachakonda S., and Calhoun V. D.. 2017. “Disruption to Control Network Function Correlates With Altered Dynamic Connectivity in the Wider Autism Spectrum.” NeuroImage: Clinical 15: 513–524. 10.1016/j.nicl.2017.05.024. PubMed DOI PMC

Eagly & Wood . 1991. “Explaining Sex Differences_Social‐Behavior_Meta‐Analytic‐Perspective.”

Ezaki, T. , Himeno Y., Watanabe T., and Masuda N.. 2021. “Modelling State‐Transition Dynamics in Resting‐State Brain Signals by the Hidden Markov and Gaussian Mixture Models.” European Journal of Neuroscience 54, no. 4: 5404–5416. 10.1111/ejn.15386. PubMed DOI PMC

Faul, F. , Erdfelder E., Lang A.‐G., and Buchner A.. 2007. “G*Power 3: A Flexible Statistical Power Analysis Program for the Social, Behavioral, and Biomedical Sciences.” Behavior Research Methods 39: 175–191. 10.3758/BF03193146. PubMed DOI

Fehr, E. , and Schmidt K. M.. 1999. “A Theory of Fairness, Competition, and Cooperation.” Quarterly Journal of Economics 114, no. 3: 817–868.

Feng, C. , Eickhoff S. B., Li T., et al. 2021. “Common Brain Networks Underlying Human Social Interactions: Evidence From Large‐Scale Neuroimaging Meta‐Analysis.” Neuroscience and Biobehavioral Reviews 126: 289–303. 10.1016/j.neubiorev.2021.03.025. PubMed DOI

Forbes, P. A. G. , Chaliani I., Schilbach L., and Kalenscher T.. 2023. “Autistic Adults Show Enhanced Generosity to Socially Distant Others.” Autism 28, no. 4: 999–1009. 10.1177/13623613231190674. PubMed DOI

Forgeot D'Arc, B. , Devaine M., and Daunizeau J.. 2020. “Social Behavioural Adaptation in Autism.” PLoS Computational Biology 16, no. 3: 1–18. 10.1371/journal.pcbi.1007700. PubMed DOI PMC

Gernsbacher, M. A. 2006. “Toward a Behavior of Reciprocity NIH Public Access.” Journal of Developmental Processes 1, no. 1: 139–152. PubMed PMC

Gernsbacher, M. A. , and Yergeau M.. 2019. “Empirical Failures of the Claim That Autistic People Lack a Theory of Mind.” Archives of Scientific Psychology 7, no. 1: 102–118. 10.1037/arc0000067. PubMed DOI PMC

Ghahramani, Z. , and Beai M. J.. 2000. “Variational Inference for Bayesian Mixtures of Factor Analysers.” In Advances in Neural Information Processing Systems, edited by Solla S. A., Leen T. K., and Muller K., vol. 12, 449–455. MIT Press.

Gotts, S. J. , Saad Z. S., Jo H. J., Wallace G. L., Cox R. W., and Martin A.. 2013. “The Perils of Global Signal Regression for Group Comparisons: A Case Study of Autism Spectrum Disorders.” Frontiers in Human Neuroscience 7: 356. 10.3389/fnhum.2013.00356. PubMed DOI PMC

Guo, Z. , Tang X., Xiao S., et al. 2024. “Systematic Review and Meta‐Analysis: Multimodal Functional and Anatomical Neural Alterations in Autism Spectrum Disorder.” Molecular Autism 15, no. 1: 16. 10.1186/s13229-024-00593-6. PubMed DOI PMC

Hartley, C. , and Fisher S.. 2018. “Do Children With Autism Spectrum Disorder Share Fairly and Reciprocally?” Journal of Autism and Developmental Disorders 48, no. 8: 2714–2726. 10.1007/s10803-018-3528-7. PubMed DOI PMC

Hase, A. , Haynes M., and Hasler G.. 2023. “Using Simple Economic Games to Assess Social Orienting and Prosocial Behavior in Adolescents With Autism Spectrum Disorder.” Autism Research 16, no. 6: 1199–1209. 10.1002/aur.2931. PubMed DOI

Hutchison, R. M. , Womelsdorf T., Allen E. A., et al. 2013. “Dynamic Functional Connectivity: Promise, Issues, and Interpretations.” NeuroImage 80: 360–378. 10.1016/j.neuroimage.2013.05.079. PubMed DOI PMC

Hyatt, C. J. , Wexler B. E., Pittman B., et al. 2022. “Atypical Dynamic Functional Network Connectivity State Engagement During Social–Emotional Processing in Schizophrenia and Autism.” Cerebral Cortex 32, no. 16: 3406–3422. 10.1093/cercor/bhab423. PubMed DOI PMC

Ilioska, I. , Oldehinkel M., Llera A., et al. 2023. “Connectome‐Wide Mega‐Analysis Reveals Robust Patterns of Atypical Functional Connectivity in Autism.” Biological Psychiatry 94, no. 1: 29–39. 10.1016/j.biopsych.2022.12.018. PubMed DOI

Ingalhalikar, M. , Smith A., Parker D., et al. 2014. “Sex Differences in the Structural Connectome of the Human Brain.” Proceedings of the National Academy of Sciences 111, no. 2: 823–828. 10.1073/pnas.1316909110. PubMed DOI PMC

Jasmin, K. , Gotts S. J., Xu Y., et al. 2019. “Overt Social Interaction and Resting State in Young Adult Males With Autism: Core and Contextual Neural Features.” Brain 142, no. 3: 808–822. 10.1093/brain/awz003. PubMed DOI PMC

Jasmin, K. , Martin A., and Gotts S. J.. 2023. “Atypical Connectivity Aids Conversation in Autism.” Scientific Reports 13, no. 1: 1–8. 10.1038/s41598-023-32249-5. PubMed DOI PMC

Jenkinson, M. , Beckmann C. F., Behrens T. E. J., Woolrich M. W., and Smith S. M.. 2012. “Fsl.” NeuroImage 62, no. 2: 782–790. 10.1016/j.neuroimage.2011.09.015. PubMed DOI

Jin, P. , Wang Y., Li Y., et al. 2020. “The Fair Decision‐Making of Children and Adolescents With High‐Functioning Autism Spectrum Disorder From the Perspective of Dual‐Process Theories.” BMC Psychiatry 20, no. 1: 1–11. 10.1186/s12888-020-02562-8. PubMed DOI PMC

Klapwijk, E. T. , Aghajani M., Lelieveld G.‐J., et al. 2017. “Differential Fairness Decisions and Brain Responses After Expressed Emotions of Others in Boys With Autism Spectrum Disorders.” Journal of Autism and Developmental Disorders 47, no. 8: 2390–2400. 10.1007/s10803-017-3159-4. PubMed DOI PMC

Kuhl, J. 1994. “Action Versus State Orientation: Psychometric Properties of the Action Control Scale (ACS‐90).” In Volition and Personality: Action Versus State Orientation, edited by Kuhl J. and Beckmann J., 47–56. Hogrefe Huber.

Li, Y. , Zhu Y., Nguchu B. A., et al. 2020. “Dynamic Functional Connectivity Reveals Abnormal Variability and Hyper‐Connected Pattern in Autism Spectrum Disorder.” Autism Research 13, no. 2: 230–243. 10.1002/aur.2212. PubMed DOI

Lord, C. , Brugha T. S., Charman T., et al. 2020. “Autism Spectrum Disorder.” Nature Reviews Disease Primers 6, no. 1: 5. 10.1038/s41572-019-0138-4. PubMed DOI PMC

Macchia, A. , Albantakis L., Zebhauser P. T., Brandi M. L., Schilbach L., and Brem A. K.. 2024. “Autistic Adults Avoid Unpredictability in Decision‐Making.” Journal of Autism and Developmental Disorders: 1–13. 10.1007/s10803-024-06503-2. PubMed DOI

Maliske, L. , and Kanske P.. 2022. “The Social Connectome – Moving Toward Complexity in the Study of Brain Networks and Their Interactions in Social Cognitive and Affective Neuroscience.” Frontiers in Psychiatry 13, no. April: 1–7. 10.3389/fpsyt.2022.845492. PubMed DOI PMC

Mash, L. E. , Linke A. C., Olson L. A., Fishman I., Liu T. T., and Müller R.. 2019. “Transient States of Network Connectivity Are Atypical in Autism: A Dynamic Functional Connectivity Study.” Human Brain Mapping 40, no. 8: 2377–2389. 10.1002/hbm.24529. PubMed DOI PMC

Maurer, C. , Chambon V., Bourgeois‐Gironde S., Leboyer M., and Zalla T.. 2018. “The Influence of Prior Reputation and Reciprocity on Dynamic Trust‐Building in Adults With and Without Autism Spectrum Disorder.” Cognition 172: 1–10. 10.1016/j.cognition.2017.11.007. PubMed DOI

Milton, D. E. M. 2012. “On the Ontological Status of Autism: The Double Empathy Problem.” Disability & Society 27, no. 6: 883–887. 10.1080/09687599.2012.710008. DOI

Misaki, M. , Kerr K. L., Ratliff E. L., et al. 2021. “Beyond Synchrony: The Capacity of fMRI Hyperscanning for the Study of Human Social Interaction.” Social Cognitive and Affective Neuroscience 16, no. 1–2: 84–92. 10.1093/scan/nsaa143. PubMed DOI PMC

Molins, F. , Ben‐Hassen Jemni N., Garrote‐Petisco D., and Serrano M. Á.. 2024. “Highly Logical and Non‐emotional Decisions in Both Risky and Social Contexts: Understanding Decision Making in Autism Spectrum Disorder Through Computational Modeling.” Cognitive Processing 25, no. 3: 0123456789. 10.1007/s10339-024-01182-4. PubMed DOI PMC

Nunes, A. S. , Peatfield N., Vakorin V., and Doesburg S. M.. 2019. “Idiosyncratic Organization of Cortical Networks in Autism Spectrum Disorder.” NeuroImage 190: 182–190. 10.1016/j.neuroimage.2018.01.022. PubMed DOI

Backer van Ommeren, T. , Vreugdenhil M., Koot H. M., et al. 2022. “A New Real‐Life Test for Reciprocity in Autistic Adults: The Interactive Drawing Test.” Frontiers in Psychiatry 13: 1–10. 10.3389/fpsyt.2022.842902. PubMed DOI PMC

Pan, H. , Mao Y., Liu P., et al. 2023. “Extracting Transition Features Among Brain States Based on Coarse‐Grained Similarity Measurement for Autism Spectrum Disorder Analysis.” Medical Physics 50, no. 10: 6269–6282. 10.1002/mp.16406. PubMed DOI

Peng, X. , Li T., Liu G., Ni W., and Yi L.. 2024. “Enhanced Neural Synchronization During Social Communications Between Dyads With High Autistic Traits.” Cerebral Cortex 34, no. 13: 104–111. 10.1093/cercor/bhae027. PubMed DOI

Proverbio, A. M. 2023. “Sex Differences in the Social Brain and in Social Cognition.” Journal of Neuroscience Research 101, no. 5: 730–738. 10.1002/jnr.24787. PubMed DOI

Quiñones‐Camacho, L. E. , Fishburn F. A., Belardi K., Williams D. L., Huppert T. J., and Perlman S. B.. 2021. “Dysfunction in Interpersonal Neural Synchronization as a Mechanism for Social Impairment in Autism Spectrum Disorder.” Autism Research 14, no. 8: 1585–1596. 10.1002/aur.2513. PubMed DOI PMC

Rabany, L. , Brocke S., Calhoun V. D., et al. 2019. “Dynamic Functional Connectivity in Schizophrenia and Autism Spectrum Disorder: Convergence, Divergence and Classification.” NeuroImage: Clinical 24: 101966. 10.1016/j.nicl.2019.101966. PubMed DOI PMC

Redcay, E. , and Schilbach L.. 2019. “Using Second‐Person Neuroscience to Elucidate the Mechanisms of Social Interaction.” Nature Reviews Neuroscience 20, no. 8: 495–505. 10.1038/s41583-019-0179-4. PubMed DOI PMC

Rifai, O. M. , Fletcher‐Watson S., Jiménez‐Sánchez L., and Crompton C. J.. 2022. “Investigating Markers of Rapport in Autistic and Nonautistic Interactions.” Autism in Adulthood 4, no. 1: 3–11. 10.1089/aut.2021.0017. PubMed DOI PMC

Roy, D. , and Uddin L. Q.. 2021. “Atypical Core‐Periphery Brain Dynamics in Autism.” Network Neuroscience 5, no. 2: 295–321. 10.1162/netn_a_00181. PubMed DOI PMC

Sally, D. , and Hill E.. 2006. “The Development of Interpersonal Strategy: Autism, Theory‐of‐Mind, Cooperation and Fairness.” Journal of Economic Psychology 27, no. 1: 73–97. 10.1016/j.joep.2005.06.015. DOI

Santamaría‐García, H. , Baez S., Gómez C., et al. 2020. “The Role of Social Cognition Skills and Social Determinants of Health in Predicting Symptoms of Mental Illness.” Translational Psychiatry 10, no. 1: 165. 10.1038/s41398-020-0852-4. PubMed DOI PMC

Schaefer, A. , Kong R., Gordon E. M., et al. 2018. “Local‐Global Parcellation of the Human Cerebral Cortex From Intrinsic Functional Connectivity MRI.” Cerebral Cortex 28, no. 9: 3095–3114. 10.1093/cercor/bhx179. PubMed DOI PMC

Schilbach, L. 2016. “Towards a Second‐Person Neuropsychiatry.” Philosophical Transactions of the Royal Society, B: Biological Sciences 371, no. 1686: 20150081. PubMed PMC

Schopler, E. , Van Bourgondien M., Wellman J., and Love S.. 2010. Childhood Autism Rating Scale – Second Edition (CARS2): Manual. Western Psychological Services.

Schurz, M. , Maliske L., and Kanske P.. 2020. “Cross‐Network Interactions in Social Cognition: A Review of Findings on Task Related Brain Activation and Connectivity.” Cortex 130: 142–157. 10.1016/j.cortex.2020.05.006. PubMed DOI

Shamay‐Tsoory, S. G. , and Mendelsohn A.. 2019. “Real‐Life Neuroscience: An Ecological Approach to Brain and Behavior Research.” Perspectives on Psychological Science 14, no. 5: 841–859. 10.1177/1745691619856350. PubMed DOI

Shaw, D. , Czekóová K., Gajdoš M., Staněk R., Špalek J., and Brázdil M.. 2019. “Social Decision‐Making in the Brain: Input‐State‐Output Modelling Reveals Patterns of Effective Connectivity Underlying Reciprocal Choices.” Human Brain Mapping 40, no. 2: 699–712. 10.1002/hbm.24446. PubMed DOI PMC

Shaw, D. J. , Czekóová K., Mareček R., Špiláková H. B., and Brázdil M.. 2023. “The Interacting Brain: Dynamic Functional Connectivity Among Canonical Brain Networks Dissociates Cooperative From Competitive Social Interactions.” NeuroImage 269: 119933. 10.1016/j.neuroimage.2023.119933. PubMed DOI

Shaw, D. J. , Czekóová K., Staněk R., et al. 2018. “A Dual‐fMRI Investigation of the Iterated Ultimatum Game Reveals That Reciprocal Behaviour Is Associated With Neural Alignment.” Scientific Reports 8, no. 1: 1–13. 10.1038/s41598-018-29233-9. PubMed DOI PMC

Taghia, J. , Cai W., Ryali S., et al. 2018. “Uncovering Hidden Brain State Dynamics That Regulate Performance and Decision‐Making During Cognition.” Nature Communications 9, no. 1: 2505. 10.1038/s41467-018-04723-6. PubMed DOI PMC

Tei, S. , Fujino J., Hashimoto R. I., et al. 2018. “Inflexible Daily Behaviour Is Associated With the Ability to Control an Automatic Reaction in Autism Spectrum Disorder.” Scientific Reports 8, no. 1: 4–9. 10.1038/s41598-018-26465-7. PubMed DOI PMC

Thaler, H. , Albantakis L., and Schilbach L.. 2024. “Social Cognitive and Interactive Abilities in Autism.” In Oxford Handbook of Developmental Cognitive Neuroscience, edited by K. C. Kadosh. 10.1093/oxfordhb/9780198827474.013.29. DOI

Thomas Yeo, B. T. , Krienen F. M., Sepulcre J., et al. 2011. “The Organization of the Human Cerebral Cortex Estimated by Intrinsic Functional Connectivity.” Journal of Neurophysiology 106, no. 3: 1125–1165. 10.1152/jn.00338.2011. PubMed DOI PMC

Trovato, A. N. 2019. Social Decision‐Making in Individuals With Autism Spectrum Disorder: Examining the Effect of Facial Expression on Ultimatum Game Decisions. Indiana University of Pennsylvania.

Uddin, L. Q. , Yeo B. T. T., and Spreng R. N.. 2019. “Towards a Universal Taxonomy of Macro‐Scale Functional Human Brain Networks.” Brain Topography 32, no. 6: 926–942. 10.1007/s10548-019-00744-6. PubMed DOI PMC

Velikonja, T. , Fett A.‐K., and Velthorst E.. 2019. “Patterns of Nonsocial and Social Cognitive Functioning in Adults With Autism Spectrum Disorder: A Systematic Review and Meta‐Analysis.” JAMA Psychiatry 76, no. 2: 135–151. 10.1001/jamapsychiatry.2018.3645. PubMed DOI PMC

Wadge, H. , Brewer R., Bird G., Toni I., and Stolk A.. 2019. “Communicative Misalignment in Autism Spectrum Disorder.” Cortex 115: 15–26. 10.1016/j.cortex.2019.01.003. PubMed DOI

Wager, T. D. , and Nichols T. E.. 2003. “Optimization of Experimental Design in fMRI: A General Framework Using a Genetic Algorithm.” NeuroImage 18, no. 2: 293–309. 10.1016/S1053-8119(02)00046-0. PubMed DOI

Wang, M. , Wang L., Yang B., et al. 2022. “Disrupted Dynamic Network Reconfiguration of the Brain Functional Networks of Individuals With Autism Spectrum Disorder.” Brain Communications 4, no. 4: fcac177. 10.1093/braincomms/fcac177. PubMed DOI PMC

Wang, Y. , Xiao Y., Li Y., et al. 2019. “Exploring the Relationship Between Fairness and ‘Brain Types’ in Children With High‐Functioning Autism Spectrum Disorder.” Progress in Neuro‐Psychopharmacology & Biological Psychiatry 88: 151–158. 10.1016/j.pnpbp.2018.07.008. PubMed DOI

Watanabe, T. , and Rees G.. 2017. “Brain Network Dynamics in High‐Functioning Individuals With Autism.” Nature Communications 8: 1–14. 10.1038/ncomms16048. PubMed DOI PMC

Wheatley, T. , Boncz A., Toni I., and Stolk A.. 2019. “Beyond the Isolated Brain: The Promise and Challenge of Interacting Minds.” Neuron 103, no. 2: 186–188. 10.1016/j.neuron.2019.05.009. PubMed DOI PMC

Woodcock, K. A. , Cheung C., González Marx D., and Mandy W.. 2020. “Social Decision Making in Autistic Adolescents: The Role of Theory of Mind, Executive Functioning and Emotion Regulation.” Journal of Autism and Developmental Disorders 50, no. 7: 2501–2512. 10.1007/s10803-019-03975-5. PubMed DOI

Yeshurun, Y. , Nguyen M., and Hasson U.. 2021. “The Default Mode Network: Where the Idiosyncratic Self Meets the Shared Social World.” Nature Reviews Neuroscience 22, no. 3: 181–192. 10.1038/s41583-020-00420-w. PubMed DOI PMC

Yue, X. , Zhang G., Li X., et al. 2022. “Abnormal Dynamic Functional Network Connectivity in Adults With Autism Spectrum Disorder.” Clinical Neuroradiology 32, no. 4: 1087–1096. 10.1007/s00062-022-01173-y. PubMed DOI

Zhang, J. , Huang Z., Tumati S., and Northoff G.. 2020. “Rest‐Task Modulation of fMRI‐Derived Global Signal Topography Is Mediated by Transient Coactivation Patterns.” PLoS Biology 18, no. 7: e3000733. 10.1371/journal.pbio.3000733. PubMed DOI PMC

Zhang, J. , and Northoff G.. 2022. “Beyond Noise to Function: Reframing the Global Brain Activity and Its Dynamic Topography.” Communications Biology 5, no. 1: 1350. 10.1038/s42003-022-04297-6. PubMed DOI PMC

Zhuang, W. , Jia H., Liu Y., et al. 2023. “Identification and Analysis of Autism Spectrum Disorder via Large‐Scale Dynamic Functional Network Connectivity.” Autism Research 16, no. 8: 1512–1526. 10.1002/aur.2974. PubMed DOI

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