Multiscale and multimodal signatures of structure-function coupling variability across the human neocortex

•Previous research failed to show a clear hierarchical structure in the time-domain variability of the brain's structure-function coupling.•We show that the time-domain variability of structure-function coupling is higher in transmodal than unimodal cortices.•Time-domain variability of coupling...

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Vydáno v:	NeuroImage (Orlando, Fla.) Ročník 302; s. 120902
Hlavní autoři:	Facca, Massimiliano, Del Felice, Alessandra, Bertoldo, Alessandra
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States Elsevier Inc 15.11.2024 Elsevier Limited Elsevier
Témata:	Brain mapping Brain research Connectivity Connectome Functional anatomy Hierarchy Hypotheses Multimodal neuroimaging Neocortex Network Neural networks Regions Structure-function Structure-function relationships Synaptic density System theory Hierarchy Connectivity Connectome Multimodal neuroimaging Network Structure-function
ISSN:	1053-8119, 1095-9572, 1095-9572
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Abstract	•Previous research failed to show a clear hierarchical structure in the time-domain variability of the brain's structure-function coupling.•We show that the time-domain variability of structure-function coupling is higher in transmodal than unimodal cortices.•Time-domain variability of coupling shows diverging relationships with myelination and synaptic density.•Long-range vs. short-range fiber tracts explain coupling patterns across the cortex.•A lower and more variable alignment between structure and function favors the emergence of unique functional dynamics. The relationship between the brain's structural wiring and its dynamic activity is thought to vary regionally, implying that the mechanisms underlying structure-function coupling may differ depending on a region's position within the brain's hierarchy. To better bridge the gap between structure and function, it is crucial to identify the factors shaping this regionality, not only in terms of how static functional connectivity aligns with structure, but also regarding the time-domain variability of this interplay. Here we map structure - function coupling and its time-domain variability and relate them to the heterogeneity of the cortex. We show that these two properties split the cortical landscape into two districts anchored to the opposite ends of the brain's hierarchy. By looking at statistical relationships with layer-specific gene transcription, T1w/T2 w ratio, and synaptic density, we show that macro-scale structure-function coupling may be rooted in the brain's microstructure and meso‑scale laminar specialization. Finally, we demonstrate that a lower and more variable alignment of function and structure may bestow the emergence of unique functional dynamics.
AbstractList	The relationship between the brain's structural wiring and its dynamic activity is thought to vary regionally, implying that the mechanisms underlying structure-function coupling may differ depending on a region's position within the brain's hierarchy. To better bridge the gap between structure and function, it is crucial to identify the factors shaping this regionality, not only in terms of how static functional connectivity aligns with structure, but also regarding the time-domain variability of this interplay. Here we map structure - function coupling and its time-domain variability and relate them to the heterogeneity of the cortex. We show that these two properties split the cortical landscape into two districts anchored to the opposite ends of the brain's hierarchy. By looking at statistical relationships with layer-specific gene transcription, T1w/T2 w ratio, and synaptic density, we show that macro-scale structure-function coupling may be rooted in the brain's microstructure and meso‑scale laminar specialization. Finally, we demonstrate that a lower and more variable alignment of function and structure may bestow the emergence of unique functional dynamics.The relationship between the brain's structural wiring and its dynamic activity is thought to vary regionally, implying that the mechanisms underlying structure-function coupling may differ depending on a region's position within the brain's hierarchy. To better bridge the gap between structure and function, it is crucial to identify the factors shaping this regionality, not only in terms of how static functional connectivity aligns with structure, but also regarding the time-domain variability of this interplay. Here we map structure - function coupling and its time-domain variability and relate them to the heterogeneity of the cortex. We show that these two properties split the cortical landscape into two districts anchored to the opposite ends of the brain's hierarchy. By looking at statistical relationships with layer-specific gene transcription, T1w/T2 w ratio, and synaptic density, we show that macro-scale structure-function coupling may be rooted in the brain's microstructure and meso‑scale laminar specialization. Finally, we demonstrate that a lower and more variable alignment of function and structure may bestow the emergence of unique functional dynamics. The relationship between the brain's structural wiring and its dynamic activity is thought to vary regionally, implying that the mechanisms underlying structure-function coupling may differ depending on a region's position within the brain's hierarchy. To better bridge the gap between structure and function, it is crucial to identify the factors shaping this regionality, not only in terms of how static functional connectivity aligns with structure, but also regarding the time-domain variability of this interplay. Here we map structure - function coupling and its time-domain variability and relate them to the heterogeneity of the cortex. We show that these two properties split the cortical landscape into two districts anchored to the opposite ends of the brain's hierarchy. By looking at statistical relationships with layer-specific gene transcription, T1w/T2 w ratio, and synaptic density, we show that macro-scale structure-function coupling may be rooted in the brain's microstructure and meso‑scale laminar specialization. Finally, we demonstrate that a lower and more variable alignment of function and structure may bestow the emergence of unique functional dynamics. •Previous research failed to show a clear hierarchical structure in the time-domain variability of the brain's structure-function coupling.•We show that the time-domain variability of structure-function coupling is higher in transmodal than unimodal cortices.•Time-domain variability of coupling shows diverging relationships with myelination and synaptic density.•Long-range vs. short-range fiber tracts explain coupling patterns across the cortex.•A lower and more variable alignment between structure and function favors the emergence of unique functional dynamics. The relationship between the brain's structural wiring and its dynamic activity is thought to vary regionally, implying that the mechanisms underlying structure-function coupling may differ depending on a region's position within the brain's hierarchy. To better bridge the gap between structure and function, it is crucial to identify the factors shaping this regionality, not only in terms of how static functional connectivity aligns with structure, but also regarding the time-domain variability of this interplay. Here we map structure - function coupling and its time-domain variability and relate them to the heterogeneity of the cortex. We show that these two properties split the cortical landscape into two districts anchored to the opposite ends of the brain's hierarchy. By looking at statistical relationships with layer-specific gene transcription, T1w/T2 w ratio, and synaptic density, we show that macro-scale structure-function coupling may be rooted in the brain's microstructure and meso‑scale laminar specialization. Finally, we demonstrate that a lower and more variable alignment of function and structure may bestow the emergence of unique functional dynamics.
ArticleNumber	120902
Author	Facca, Massimiliano Del Felice, Alessandra Bertoldo, Alessandra
Author_xml	– sequence: 1 givenname: Massimiliano surname: Facca fullname: Facca, Massimiliano organization: Padova Neuroscience Center (PNC), Padova, Italy – sequence: 2 givenname: Alessandra orcidid: 0000-0002-7694-1697 surname: Del Felice fullname: Del Felice, Alessandra email: alessandra.delfelice@unipd.it organization: Padova Neuroscience Center (PNC), Padova, Italy – sequence: 3 givenname: Alessandra orcidid: 0000-0002-6262-6354 surname: Bertoldo fullname: Bertoldo, Alessandra organization: Padova Neuroscience Center (PNC), Padova, Italy
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Keywords	Hierarchy Connectivity Connectome Multimodal neuroimaging Network Structure-function
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Snippet	•Previous research failed to show a clear hierarchical structure in the time-domain variability of the brain's structure-function coupling.•We show that the... The relationship between the brain's structural wiring and its dynamic activity is thought to vary regionally, implying that the mechanisms underlying...
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SubjectTerms	Brain mapping Brain research Connectivity Connectome Functional anatomy Hierarchy Hypotheses Multimodal neuroimaging Neocortex Network Neural networks Regions Structure-function Structure-function relationships Synaptic density System theory
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Title	Multiscale and multimodal signatures of structure-function coupling variability across the human neocortex
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