Networks of anatomical covariance

Collective dynamics of ‘small-world’ networks

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Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single subject brain

Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., Mazoyer, B., & Joliot, M. (2002) · NeuroImage · doi:10.1006/nimg.2001.0978 · Cited by 16,319

Complex brain networks: graph theoretical analysis of structural and functional systems

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Complex network measures of brain connectivity: Uses and interpretations

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Cortical Surface-Based Analysis

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Voxel-Based Morphometry—The Methods

Ashburner, J., & Friston, K. J. (2000) · NeuroImage · doi:10.1006/nimg.2000.0582 · Cited by 8,676

Exploring complex networks

Strogatz, S. H. (2001) · Nature · doi:10.1038/35065725 · Cited by 8,236

Error and attack tolerance of complex networks

Albert, R., Jeong, H., & Barabási, A.-L. (2000) · Nature · doi:10.1038/35019019 · Cited by 7,534

Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data

Smith, S. M., Jenkinson, M., Johansen‐Berg, H., Rueckert, D., Nichols, T. E., Mackay, C. E., Watkins, K. E., Ciccarelli, O., Cader, M. Z., Matthews, P. M., et al. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.02.024 · Cited by 6,598

Error and attack tolerance of complex networksPreprint

Albert, R., Jeong, H., & Barabási, A.-Ĺ. (2000) · Cited by 6,554

MIND versus MSN: A systematic evaluation of test–retest reliability and age sensitivity for T1-weighted structural similarity networks

高嘉祺, & Hu, Y. (2026) · Network Neuroscience · doi:10.1162/netn.a.553 · Cited by 1

Coupled and decoupled fronto–cerebellar and affective brain networks characterize adolescents with borderline personality disorderPreprint

Yi, X., Liu, X., Wang, X., Zhang, J., Fp, W., Shen, L., Wang, L., Xiao, Q., & Grecucci, A. (2026) · Research Square · doi:10.21203/rs.3.rs-8860480/v1

Intrathalamic morphometry in infants with congenital heart disease and infants born pretermPreprint

Clayden, B., Gal-Er, B., van der Meijden, M. E. M., Cromb, D., Wilson, S., Pushparajah, K., Simpson, J. M., Kelly, C. J., Chew, A. T. M., Hajnal, J. V., et al. (2026) · medRxiv · doi:10.64898/2026.03.16.26348485

Disrupted Structural Covariance in Schizophrenia, Bipolar Disorder, and Major Depressive Disorder

Yin, Y., Wei, W., Deng, L., Li, X., Ma, X., Zhao, L., Deng, W., Guo, W., Sham, P. C., Wang, Q., et al. (2025) · Schizophrenia Bulletin · doi:10.1093/schbul/sbaf250

Differential effects of cognitive training and aerobic exercise on regional gray matter volume and inter-regional covariance in community-dwelling older adults

Jiang, L., Cao, X., Li, T., Wei, K., Lin, S., Yang, J., Gu, N., Hu, Y., & Li, C. (2026) · Scientific Reports · doi:10.1038/s41598-026-46631-6

Social experience affects patterns of vasopressin receptor 1a expression in a way that differs by sex

Friesen, C. N., Selke, A., Vries, G. J. D., & Petrulis, A. (2026) · Hormones and Behavior · doi:10.1016/j.yhbeh.2026.105931

Causal network analysis-based assessment of gray matter alteration in post-radiotherapy nasopharyngeal carcinoma patients using 3D T1-weighted MRI

Qin, C., Lin, H., Liu, Y., Wang, H., An, J., Duan, F., Wu, D., Wang, Q., Qiu, S., & Leng, X. (2026) · Frontiers in Neuroscience · doi:10.3389/fnins.2026.1709659

Reduced Whole‐Brain Network Segregation and Dorsal Anterior‐Cingulate Cortex Neurochemical Alterations in Chronic Smokers

Monsivais, H., Versace, F., Wintermark, M., & Taylor, B. A. (2026) · Brain and Behavior · doi:10.1002/brb3.71391

Brain Structural Covariance Networks in Long-Term First-Person Shooter and Multiplayer Online Battle Arena Players: Cross-Sectional Study

Lin, Z., Jiao, F., Ma, Y., Zhuang, J., & Liu, Y. (2026) · JMIR Serious Games · doi:10.2196/79976

Data-driven lifespan transitions: cortical morphometry and intrinsic differences across network scalesPreprint

Cuthbertson, R., Hancock, O. E., & Vuksanović, V. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.04.24.715834

Motivation and pleasure deficits reflect altered network embedding of normal brain deviations in schizophrenia

Holker, J., Clouse, A., Gilday, S. A. J., Jensen, J., Cimmino, D. B., Humble, B., Johnston, J., Madrid, K., Reading, M., Johnson, S., et al. (2026) · Schizophrenia Research · doi:10.1016/j.schres.2026.05.013

Localized cortical morphometric and structural covariance differences in adolescents with functional/dissociative seizures

Dhanik, K., Arya, A., Agarwal, V., & Kumar, U. (2026) · Epilepsia · doi:10.1002/epi.70328

Lipid dysregulation is associated with anxiety symptoms and left frontopolar cortical network alterations in overt hypothyroidism

Cao, J., Zou, Q., Liu, X., Wang, X., Ma, W., Luo, N., Yan, X., Huang, G., & Zhao, L. (2026) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2026.111786

Abnormal Brain Structural Covariance Networks of Cortical Thickness in Cocaine Use Disorder

Chen, L., Li, Y., Chen, J., Zhang, J., Ma, X., Cai, Q., Bai, G., & Du, M. (2026) · Addiction Biology · doi:10.1111/adb.70176

Graph-theoretic comparisons of structural covariance networks: quantifying the false discovery ratePreprint

Read‐Tannock, J., Reid, A., Farcot, E., Schürmann, M., & Madan, C. R. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.06.23.733999

Predicting anhedonia and negative cognitive processing changes after 8-week SSRIs treatment in depression from individual differential structural covariance network

Gu, M., Wang, X. J., Luo, Q., Lv, Q., Zhang, W., Situ, W., & Dong, D. (2026) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2026.111824

Bayesian brain edge-based connectivity (BBeC): a Bayesian model for brain edge-based connectivity inference

Li, Z., Zeng, C., & Ge, S. (2026) · BMC Bioinformatics · doi:10.1186/s12859-026-06549-2

Altered Cortical Morphological Brain Networks and Their Diagnostic Classification Utility in Major Depressive Disorder

Sun, X., Shen, Y., Chen, X., Lu, B., Li, X.-Y., Wang, Z.-H., Cao, L., Chen, G.-M., Chen, J., Chen, T. D., et al. (2026) · Human Brain Mapping · doi:10.1002/hbm.70612

Spatial analysis of paraneoplastic cerebellar degeneration in ovarian cancer with anti-Yo syndrome and SCA1

Künzle, T., de la Rosa, L. R., Pémille, C. V. D., Laurenge, A., Pïcca, A., Coarelli, G., Leclercq, D., Dürr, A., Psimaras, D., & Alentorn, A. (2026) · Journal of Neurology · doi:10.1007/s00415-026-13884-0

Longitudinal inference of hippocampal volume and morphometric hippocampal-cortical covariance in psychosis

Totzek, J. F., Heckers, S., Palaniyappan, L. K., Young, A. L., Shah, J. L., Joober, R., MALLA, A. K., Chakravarty, M. M., Lavigne, K. M., & Lepage, M. (2026) · Cortex · doi:10.1016/j.cortex.2026.07.007

Abnormal gray matter structural covariance networks associated with suicidal ideation in adults with major depressive disorder: Evidence from the REST-meta-MDD consortium

Yan, W., Wang, F., Zhang, Z., Zhang, J., Zhang, C., & Jia, W. (2026) · Biological Psychology · doi:10.1016/j.biopsycho.2026.109377

Altered gray matter network segregation and disrupted interregional connectivity in children with persistent developmental stuttering: a graph-theoretical morphometric study

Liu, W., Ma, D., Cao, C., Liu, S., Ma, X., Jia, F., Li, P., Zhang, H., Hua, Y., Liao, Y., et al. (2026) · Brain Imaging and Behavior · doi:10.1007/s11682-026-01186-y

Expertise-related right frontal structural differences in older professional Go players: network and inter-hemispheric covariance analyses

Kang, H., Kwon, M. J., Jang, K., Jo, S., Shin, N. Y., Han, J. W., & Kim, K. W. (2026) · NeuroImage · doi:10.1016/j.neuroimage.2026.122190

Altered cortical morphology and structural covariance network in chronic neck and shoulder pain

Jia, L., Han, W., Li, M., Zhang, Y., Yang, K., & Wang, Y. (2026) · Neuroradiology · doi:10.1007/s00234-026-04177-4

Medial temporal atrophy and posterior cingulate structural covariance in mild cognitive impairment

Yang, X., Lyu, J., Wang, J., & Quan, Y. (2026) · International Journal of Neuroscience · doi:10.1080/00207454.2026.2733276

Distinct and shared structural covariance reductions of the habenula in first-episode drug-naive and recurrent major depressive disorder

林彬, Ma, Y., Gao, H., Ding, S., Sun, F., Cai, H., Zhao, Z., & Gao, L. (2026) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2026.08.028

Altered Morphometric Similarity Networks Are Associated with Symptom Heterogeneity in Preschool-Aged Children with Autism Spectrum DisorderPreprint

Chen, J., Guo, J., Zeng, Y., Xu, C., Wu, Z., Liu, B., Liu, Y., Hong, Q., Wang, H., Peng, Z., et al. (2026) · Research Square · doi:10.21203/rs.3.rs-10199816/v1

A shape deformation-based framework for constructing individualized subcortical morphological networks

Lu, S., Zhang, J., Li, J., & Wang, J. (2026) · NeuroImage · doi:10.1016/j.neuroimage.2026.122305

Structural Reorganization of Hypothalamic Subfields in Postherpetic Neuralgia: Volumetric and Morphometric Covariance Network Analyses

Oh, D., Lee, D. A., Lee, H., & Park, K. M. (2026) · European Journal of Pain · doi:10.1002/ejp.70434

The Convergence of Maturational Change and Structural Covariance in Human Cortical Networks

Alexander‐Bloch, A. F., Raznahan, A., Bullmore, E. T., & Giedd, J. N. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.3554-12.2013 · Cited by 471

Structural covariance analysis for neurodegenerative and neuroinflammatory brain disorders

Mongay‐Ochoa, N., González‐Escamilla, G., Fleischer, V., Pareto, D., Rovira, À., Sastre‐Garriga, J., & Groppa, S. (2025) · Brain · doi:10.1093/brain/awaf151 · Cited by 32

Structural and Functional Connectivity Underlying Gray Matter Covariance: Impact of Developmental Insult

Paquola, C., Bennett, M. R., & Lagopoulos, J. (2018) · Brain Connectivity · doi:10.1089/brain.2018.0584 · Cited by 12

Network-level structural covariance in the developing brain

Zielinski, B. A., Gennatas, E. D., Zhou, J., & Seeley, W. W. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1003109107 · Cited by 405

MRI-based structural covariance network in early human brain development

Duan, D., & Dong, W. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1302069 · Cited by 4