ArticlePLoS biology2019
Human visual cortex is organized along two genetically opposed hierarchical gradients with unique developmental and evolutionary origins.
Article in PLoS biology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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30 citing papers in PubMed, 52 citations in OpenAlex.
- Genetic influence on functional brain activation to an affective face matching task: an fMRI twin-study.Translational psychiatry · 2026Article
- Metabolic organization of macaque visual cortex reflects visual field topography and perceptual specialization.PLoS biology · 2026Article
- Aging effects on nigrostriatal structure, hemodynamics, and connectivity: implications for Parkinson's disease.GeroScience · 2026Article
- The cellular correlates and adolescent reorganisation of cortical myelination networks in the common marmoset.Communications biology · 2026Article
- Linking changes in sulcal morphometry to cognitive development from childhood to adolescence.Communications biology · 2026Article
- Characterizing Spatial Associations Between GluCEST MRI and Neurotransmitter Receptor Density in the Human Cortex.Human brain mapping · 2025Article
- Cortical response to transient and long-term visual field loss.Cerebral cortex (New York, N.Y. : 1991) · 2025Article
- Disentangling False Memories: Gray Matter Correlates of Memory Sensitivity and Decision Bias.NeuroSci · 2025Article
- Evaluation method for public guidance service interface design based on improved grey H-Convex correlation model: integrating layout aesthetics and user visual cognition.Scientific reports · 2025Article
- Layer-Dependent Effect of Aβ-Pathology on Cortical Microstructure With Ex Vivo Human Brain Diffusion MRI at 7 Tesla.Human brain mapping · 2025Article
- Exploring imitation of within hand prehensile object manipulation using fMRI and graph theory analysis.Scientific reports · 2025Article
- Minimization of prediction errors during cerebral embryogenesis and the emergence of agency.Frontiers in systems neuroscience · 2025Article
- Transcriptomic gradients of the human cerebellum.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Transcriptomic contributions to a modern cytoarchitectonic parcellation of the human cerebral cortex.Brain structure & function · 2024Article
- Brain asymmetry is globally different in males and females: exploring cortical volume, area, thickness, and mean curvature.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
- A personalized cortical atlas for functional regions of interest.Journal of neurophysiology · 2023Article
- The hierarchical organization of the precuneus captured by functional gradients.Brain structure & function · 2023Article
- Functional connectivity gradients of the cingulate cortex.Communications biology · 2023Article
- Anatomical organization of forebrain circuits in the primate.Brain structure & function · 2023Review
- Functional connectivity gradients of the insula to different cerebral systems.Human brain mapping · 2023Article
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3 authors at 2 institutions in 2 countries.
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Abstract
Human visual cortex is organized with striking consistency across individuals. While recent findings demonstrate an unexpected coupling between functional and cytoarchitectonic regions relative to the folding of human visual cortex, a unifying principle linking these anatomical and functional features of the cortex remains elusive. To fill this gap in knowledge, we combined independent and ground truth measurements of cytoarchitectonic regions and genetic tissue characterization within human occipitotemporal cortex. Using a data-driven approach, we examined whether differential gene expression among cytoarchitectonic areas could contribute to the arealization of occipitotemporal cortex into a hierarchy based on transcriptomics. This approach revealed two opposing gene expression gradients: one that contains a series of genes with expression magnitudes that ascend from posterior (e.g., areas human occipital [hOc]1, hOc2, hOc3, etc.) to anterior cytoarchitectonic areas (e.g., areas fusiform gyrus [FG]1-FG4) and another that contains a separate series of genes that show a descending gradient from posterior to anterior areas. Using data from the living human brain, we show that each of these gradients correlates strongly with variations in measures related to either thickness or myelination of cortex, respectively. We further reveal that these genetic gradients emerge along unique trajectories in human development: the ascending gradient is present at 10-12 gestational weeks, while the descending gradient emerges later (19-24 gestational weeks). Interestingly, it is not until early childhood (before 5 years of age) that the two expression gradients achieve their adult-like mean expression values. Additional analyses in nonhuman primates (NHPs) reveal that homologous genes do not generate the same ascending and descending expression gradients as in humans. We discuss these findings relative to previously proposed hierarchies based on functional and cytoarchitectonic features of visual cortex. Altogether, these findings bridge macroscopic features of human cytoarchitectonic areas in visual cortex with microscopic features of cellular organization and genetic expression, which, despite the complexity of this multiscale correspondence, can be described by a sparse subset (approximately 200) of genes. These findings help pinpoint the genes contributing to healthy cortical development and explicate the cortical biology distinguishing humans from other primates, as well as establishing essential groundwork for understanding future work linking genetic mutations with the function and development of the human brain.
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