{
  "abstract": "Neocortical spiking dynamics underlie voluntary behavior and are thought to emerge through synaptic plasticity during learning. However, the causal role of plasticity across cortical cell types in shaping population dynamics remains unclear. To address this, we manipulated Ca2+/calmodulin-dependent protein kinase II (CaMKII), a key mediator of plasticity, in mice learning a motor timing task. Transient CaMKII inactivation in the premotor cortex impaired learning without affecting execution of learned actions. Cell-type-specific manipulations revealed that CaMKII-dependent plasticity in two pyramidal tract (PT) neuron subtypes—but not intratelencephalic (IT) neurons—was required for learning. Concurrent large-scale electrophysiology showed that CaMKII activity in the two PT subtypes was necessary to shape distinct aspects of premotor cortical dynamics that jointly anticipate motor timing, whereas IT neuron plasticity was required to reduce the dimensionality of cortical activity. Together, synaptic plasticity in major cortical cell types plays specialized and complementary roles in sculpting cortical dynamics during learning. During motor learning, population spiking dynamics reconfigure in motor cortex. Here, the authors show that synaptic plasticity in distinct pyramidal cell types plays complementary and specific roles in shaping neural dynamics during learning.",
  "abstract_shown": true,
  "affiliations": [
    "Florida Atlantic University, Boca Raton, FL, USA",
    "IMPRS for Synapses and Circuits, Jupiter, FL, USA",
    "Max Planck Florida Institute for Neuroscience, Jupiter, FL, USA",
    "National Institute of Mental Health, Bethesda, MD, USA",
    "Janelia Research Campus, HHMI, Ashburn, VA, USA",
    "Turing Centre for Living Systems, Aix-Marseille University, Marseille, France",
    "Max Planck Florida Institute for Neuroscience, Jupiter, FL, USA. Hidehiko.inagaki@mpfi.org"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 10,
  "authors": [
    {
      "affs": [
        0,
        1,
        2
      ],
      "name": "Shouvik Majumder",
      "orcid": "0000-0002-3828-3566"
    },
    {
      "affs": [
        0,
        1,
        2
      ],
      "name": "Koichi Hirokawa",
      "orcid": "0009-0008-1759-9028"
    },
    {
      "affs": [
        0,
        1,
        2
      ],
      "name": "Zidan Yang",
      "orcid": "0000-0002-3256-9109"
    },
    {
      "affs": [
        2
      ],
      "name": "Anant Jain",
      "orcid": "0000-0002-0262-6264"
    },
    {
      "affs": [
        3
      ],
      "name": "Ronald F. Paletzki"
    },
    {
      "affs": [
        3
      ],
      "name": "Charles R. Gerfen",
      "orcid": "0000-0001-9008-4882"
    },
    {
      "affs": [
        4,
        5
      ],
      "name": "Lorenzo Fontolan",
      "orcid": "0000-0002-1566-6636"
    },
    {
      "affs": [
        4
      ],
      "name": "Sandro Romani",
      "orcid": "0000-0002-4727-4207"
    },
    {
      "affs": [
        2
      ],
      "name": "Ryohei Yasuda",
      "orcid": "0000-0001-6263-9297"
    },
    {
      "affs": [
        6
      ],
      "name": "H. Inagaki",
      "orcid": "0000-0003-4580-2763"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/bvrt3r9twbg0d.bib",
  "cited_by": 6,
  "doi": "10.1038/s41467-026-74869-1",
  "fulltext_url": null,
  "id": "bvrt3r9twbg0d",
  "issns": [
    "2041-1723"
  ],
  "landing_url": "https://doi.org/10.1038/s41467-026-74869-1",
  "language": "en",
  "licence": "CC-BY-NC-ND",
  "licence_label": "CC BY-NC-ND",
  "licence_source": "journal",
  "licence_url": "https://creativecommons.org/licenses/by-nc-nd/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "openalex",
      "2805|Neural dynamics and brain function"
    ]
  ],
  "openalex": "W7167493109",
  "pdf_url": null,
  "pmcid": "PMC13473605",
  "pmid": "42409803",
  "published": "2026-07-06",
  "publisher": "Nature Portfolio",
  "ris": "https://research.draconitic.com/paper/bvrt3r9twbg0d.ris",
  "sources": [
    {
      "first_seen": "2026-11-13T13:21:09Z",
      "native_id": "W7167493109",
      "source": "openalex",
      "url": "https://doi.org/10.1038/s41467-026-74869-1"
    }
  ],
  "subjects": [
    {
      "field": "biology",
      "origin": "openalex:2805|Neural dynamics and brain function",
      "subfield": "neuroscience"
    }
  ],
  "title": "Complementary roles of cell-type-specific plasticity in shaping neocortical dynamics for learning action timing",
  "title_text": "Complementary roles of cell-type-specific plasticity in shaping neocortical dynamics for learning action timing",
  "type": "peer-reviewed",
  "updated_at": "2026-11-13T13:21:09Z",
  "url": "https://research.draconitic.com/paper/bvrt3r9twbg0d",
  "venue": "Nature Communications",
  "versions": []
}