{"doi":"10.1016/j.celrep.2023.113487","title":"Development of white matter fiber covariance networks supports executive function in youth","abstract":"During adolescence, the brain undergoes extensive changes in white matter structure that support cognition. Data-driven approaches applied to cortical surface properties have led the field to understand brain development as a spatially and temporally coordinated mechanism that follows hierarchically organized gradients of change. Although white matter development also appears asynchronous, previous studies have relied largely on anatomical tract-based atlases, precluding a direct assessment of how white matter structure is spatially and temporally coordinated. Harnessing advances in diffusion modeling and machine learning, we identified 14 data-driven patterns of covarying white matter structure in a large sample of youth. Fiber covariance networks aligned with known major tracts, while also capturing distinct patterns of spatial covariance across distributed white matter locations. Most networks showed age-related increases in fiber network properties, which were also related to developmental changes in executive function. This study delineates data-driven patterns of white matter development that support cognition.","journal":"Cell Reports","year":2023,"id":353321,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":8,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9477,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2023-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":260678,"name":"Josiane Bourque","orcid":"0000-0001-9357-0245","position":1,"is_corresponding":false},{"id":274928,"name":"Valerie J. Sydnor","orcid":"0000-0002-8640-668X","position":2,"is_corresponding":false},{"id":285909,"name":"Matthew Cieslak","orcid":"0000-0002-1931-4734","position":3,"is_corresponding":false},{"id":52339,"name":"Aaron Alexander-Bloch","orcid":"0000-0001-6554-1893","position":4,"is_corresponding":false},{"id":331110,"name":"Maxwell A. Bertolero","orcid":"0000-0002-2691-3698","position":5,"is_corresponding":false},{"id":233666,"name":"Philip A. Cook","orcid":"0000-0002-1985-8475","position":6,"is_corresponding":false},{"id":230042,"name":"Raquel E. Gur","orcid":"0000-0002-4082-8502","position":7,"is_corresponding":false},{"id":230043,"name":"Ruben C. Gur","orcid":"0000-0002-9657-1996","position":8,"is_corresponding":false},{"id":6592,"name":"Fengling Hu","orcid":"0000-0003-1081-5038","position":9,"is_corresponding":false},{"id":274058,"name":"Bart Larsen","orcid":"0000-0001-7896-4342","position":10,"is_corresponding":false},{"id":235289,"name":"Tyler M. Moore","orcid":"0000-0002-1384-0151","position":11,"is_corresponding":false},{"id":350846,"name":"Hamsanandini Radhakrishnan","orcid":"0000-0002-4448-986X","position":12,"is_corresponding":false},{"id":235291,"name":"David R. Roalf","orcid":"0000-0002-1728-9782","position":13,"is_corresponding":false},{"id":832744,"name":"Russel T. Shinohara","orcid":null,"position":14,"is_corresponding":false},{"id":560585,"name":"Tinashe M. Tapera","orcid":"0000-0001-9080-5010","position":15,"is_corresponding":false},{"id":378195,"name":"Chenying Zhao","orcid":"0000-0001-7878-6259","position":16,"is_corresponding":false},{"id":236740,"name":"Aristeidis Sotiras","orcid":"0000-0003-0795-8820","position":17,"is_corresponding":false},{"id":34918,"name":"Christos Davatzikos","orcid":"0000-0002-1025-8561","position":18,"is_corresponding":false},{"id":230040,"name":"Theodore D. Satterthwaite","orcid":"0000-0001-7072-9399","position":19,"is_corresponding":false},{"id":990729,"name":"Joëlle Bagautdinova","orcid":"0000-0001-7201-467X","position":0,"is_corresponding":true}],"reference_count":84,"raw_metadata":null,"created_at":"2026-07-19T01:12:58.542950Z","pmid":"37995188","pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}