<p>The cerebral cortex is organized along a dominant sensorimotor-to-association (S–A) axis, anchored by modality-specific primary sensorimotor areas at one end and transmodal association areas forming distributed networks that support abstract cognition at the other<sup><CitationRef AdditionalCitationIDS="CR2 CR3 CR4 CR5 CR6 CR7 CR8 CR9 CR10" CitationID="CR1">1</CitationRef>–<CitationRef CitationID="CR11">11</CitationRef></sup>. The developmental mechanisms shaping this axis remain unclear<sup><CitationRef AdditionalCitationIDS="CR10 CR11 CR12 CR13 CR14 CR15 CR16 CR17 CR18 CR19 CR20 CR21 CR22 CR23" CitationID="CR9">9</CitationRef>–<CitationRef CitationID="CR24">24</CitationRef></sup>. Here we present converging multispecies evidence supporting the multinodal induction–exclusion in network development (MIND) model, in which S–A patterning is governed by competing processes of induction and exclusion driven by two opposing transcriptomically defined programs. ‘Pericentral’ programs are induced around the frontotemporal poles, progress inwards toward the central regions of the undifferentiated neocortex and define higher-order association features. ‘Central’ programs are induced centrally through first-order sensorimotor thalamocortical inputs, establish primary areas and exclude pericentral programs. These conserved programs compete for space, resulting in compartmentalized expression of axon guidance, cell–cell adhesion, retinoic acid signalling, synaptogenesis, WNT signalling and autism-risk-associated genes. Notably, PLXNC1 and SEMA7A, a receptor–ligand pair representing pericentral and central programs, respectively, exhibit repulsive interactions between primary and higher-order association corticocortical axons. Induction and exclusion together establish an S–A organization in which primary areas emerge as focal islands within a broader ocean of distributed association networks. The MIND model provides a unifying framework for experimental, evolutionary and clinical phenomena, revealing induction and exclusion as antagonistic yet complementary principles shaping the S–A axis and processing hierarchies.</p>

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Competing programs shape cortical sensorimotor–association axis development

  • Jeremiah Tsyporin,
  • Menglei Zhang,
  • Cai Qi,
  • Ashlea Segal,
  • Xinyun Li,
  • Hyojin Kim,
  • Sang-Hun Choi,
  • Ivan Pavlovic,
  • Sara Bandiera,
  • Thomas Finn,
  • Suel-Kee Kim,
  • Akemi Shibata,
  • Takumi Nakamura,
  • Kohei Onishi,
  • Ziqin Zhang,
  • Elijah Hammarlund,
  • Graham Su,
  • Nikkita Salla,
  • Joy Kachko,
  • Christi Hawley,
  • Shuiyu Li,
  • Daniel Z. Doyle,
  • Xueyan Peng,
  • Timothy Nottoli,
  • Nuria Ruiz-Reig,
  • Fadel Tissir,
  • Yasushi Nakagawa,
  • Erica Herzog,
  • Shaojie Ma,
  • Kevin Gobeske,
  • Kartik Pattabiraman,
  • Tomomi Shimogori,
  • Alvaro Duque,
  • Alex Fornito,
  • Hao Huang,
  • Mikihito Shibata,
  • Bin Chen,
  • Nenad Sestan

摘要

The cerebral cortex is organized along a dominant sensorimotor-to-association (S–A) axis, anchored by modality-specific primary sensorimotor areas at one end and transmodal association areas forming distributed networks that support abstract cognition at the other111. The developmental mechanisms shaping this axis remain unclear924. Here we present converging multispecies evidence supporting the multinodal induction–exclusion in network development (MIND) model, in which S–A patterning is governed by competing processes of induction and exclusion driven by two opposing transcriptomically defined programs. ‘Pericentral’ programs are induced around the frontotemporal poles, progress inwards toward the central regions of the undifferentiated neocortex and define higher-order association features. ‘Central’ programs are induced centrally through first-order sensorimotor thalamocortical inputs, establish primary areas and exclude pericentral programs. These conserved programs compete for space, resulting in compartmentalized expression of axon guidance, cell–cell adhesion, retinoic acid signalling, synaptogenesis, WNT signalling and autism-risk-associated genes. Notably, PLXNC1 and SEMA7A, a receptor–ligand pair representing pericentral and central programs, respectively, exhibit repulsive interactions between primary and higher-order association corticocortical axons. Induction and exclusion together establish an S–A organization in which primary areas emerge as focal islands within a broader ocean of distributed association networks. The MIND model provides a unifying framework for experimental, evolutionary and clinical phenomena, revealing induction and exclusion as antagonistic yet complementary principles shaping the S–A axis and processing hierarchies.