Single-nucleus analysis reveals human-specific oligodendrocyte polarization and conserved neuronal responses after severe traumatic brain injury

  • Nat Commun. 2026 May 27. doi: 10.1038/s41467-026-73036-w.
Jiatong Ji  #  1 Honglu Chao  #  2 Chengzhi Chen  #  2 Xinyue Wang  2 Wenqian Shi  2 Jun Liao  3 Hai Qian  4 Hao Shi  2 Jingming Hu  2 Yangfan Ye  2 Yiming Tu  2 Xiao Xu  2 Zheng Li  2 Zhen Yue  2 Wei Yan  2 Xunning Hong  5 Huibo Wang  2  6 Huimei Chen  7  8  9 Enrico Petretto  10  11  12  13 Jing Ji  14  15  16
Affiliations
  • 1. Institute for Big Data and Artificial Intelligence in Medicine, School of Science, China Pharmaceutical University (CPU), Nanjing, Jiangsu, China.
  • 2. Department of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
  • 3. Big Data Center, School of Science, China Pharmaceutical University (CPU), Nanjing, Jiangsu, China.
  • 4. Center of Drug Discovery, State Key Laboratory of Natural Medicines, China Pharmaceutical University (CPU), Nanjing, Jiangsu, China.
  • 5. Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
  • 6. Institute for Brain Tumors, Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China.
  • 7. Centre for Biomedical Data Science (CBDS), Duke-NUS Medical School, Singapore, Republic of Singapore. [email protected].
  • 8. Duke-NUS AI + Medical Sciences Initiative (DAISI), Duke-NUS Medical School, Singapore, Republic of Singapore. [email protected].
  • 9. Cardiovascular and Metabolic Disorders (CVMD) Programme, Duke-NUS Medical School, Singapore, Republic of Singapore. [email protected].
  • 10. Institute for Big Data and Artificial Intelligence in Medicine, School of Science, China Pharmaceutical University (CPU), Nanjing, Jiangsu, China. [email protected].
  • 11. Centre for Biomedical Data Science (CBDS), Duke-NUS Medical School, Singapore, Republic of Singapore. [email protected].
  • 12. Duke-NUS AI + Medical Sciences Initiative (DAISI), Duke-NUS Medical School, Singapore, Republic of Singapore. [email protected].
  • 13. Cardiovascular and Metabolic Disorders (CVMD) Programme, Duke-NUS Medical School, Singapore, Republic of Singapore. [email protected].
  • 14. Department of Neurosurgery, the First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China. [email protected].
  • 15. Institute for Brain Tumors, Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China. [email protected].
  • 16. Department of Neurosurgery, The Affiliated Kizilsu Kirghiz Autonomous Prefecture People's Hospital of Nanjing Medical University, Artux, Xinjiang, China. [email protected].
  • # Contributed equally.
Abstract

Severe traumatic brain injury (sTBI) is a leading cause of edema and neurological dysfunction. However, the molecular mechanisms driving injury progression remain poorly understood. Here, we present a single-nucleus transcriptomic atlas of human and male mouse cortex across multiple sTBI stages, providing a systematic landscape of dynamic, cell-type-specific responses to injury and edema. Cross-species analyses reveal both conserved and human-specific programs, including a polarized oligodendrocyte state absent in murine sTBI. This state shows increased ABCA1 and adhesion-related genes and is associated with edema progression. In vitro experiments support an ABCA1-linked role in lipid handling that may support oligodendrocyte-lineage cell function, reflected by the maintenance of myelin-associated marker expression. Analyses combining ligand-receptor interactions, co-expression, and perturbation experiments link microglial CALM2-HMGB1 signaling to oligodendrocyte ABCA1-associated lipid regulation during injury progression. These human-specific programs indicate that rodent models may not fully recapitulate human sTBI mechanisms, underscoring the need for caution when extrapolating cross species findings.

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