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Brain organoid models of SZT2-related disease reveal an overproduction of outer radial glial cells through mTORC1 activation
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  • Published: 14 January 2026

Brain organoid models of SZT2-related disease reveal an overproduction of outer radial glial cells through mTORC1 activation

  • Emi Sato1,
  • Yuji Nakamura1,
  • Masanori Fujimoto1,
  • Issei S. Shimada2,
  • Toshihiko Iwaki1,
  • Daisuke Ieda1,
  • Yutaka Negishi1,
  • Ayako Hattori1,
  • Yoichi Kato2 &
  • …
  • Shinji Saitoh1 

Scientific Reports , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Cell biology
  • Developmental biology
  • Neurology
  • Neuroscience
  • Stem cells

Abstract

Biallelic loss-of-function variants of Seizure Threshold 2 (SZT2) cause neurodevelopmental diseases with developmental delay, epilepsy, and macrocephaly. SZT2 forms the KICSTOR complex, which represses the mechanistic target of rapamycin complex 1 (mTORC1) amino acid-sensitive pathway. SZT2 dysfunction is thought to cause abnormal activation of the mTOR pathway, underlying the pathogenesis of SZT2-related diseases. We previously reported constitutive activation of mTORC1 in lymphoblastoid cell lines derived from patients with SZT2-related disease. However, the impact of SZT2 dysfunction on human brain development remains unclear. In this study, we examined the effects of SZT2 dysfunction on brain development using human brain organoids. We generated pluripotent stem cell-derived brain organoids and found a significantly greater number of outer radial glial cells (oRGCs) in the subventricular zone-like layer (SVZ) of SZT2 mutant (MT) brain organoids compared to control (WT) brain organoids. The number of upper-layer neurons, which generally originate from oRGCs, was also significantly greater in SZT2 MT brain organoids. Mechanistically, SZT2 MT brain organoids showed higher mTORC1 activity in the SVZ, where neural stem/progenitor cells amplify for cortical expansion in response to mTORC1 activity. Our data suggest that SZT2 dysfunction may cause macrocephaly through dysregulation of mTORC1 in early neural development.

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Data availability

The datasets supporting the findings of this study are available from the corresponding author upon request. The datasets of DNA sequencing from the SZT2 MT iPSCs are available in DDBJ repository (an INSDC member) under the accession numbers LC890385 (https://www.ncbi.nlm.nih.gov/nuccore/LC890385) and LC890386 (https://www.ncbi.nlm.nih.gov/nuccore/LC890386). The data are publicly accessible.

References

  1. Toutzaris, D. et al. A novel giant peroxisomal superoxide dismutase motif-containing protein. Free Radic Biol. Med. 48, 811–820 (2010).

    Google Scholar 

  2. Basel-Vanagaite, L. et al. Biallelic SZT2 mutations cause infantile encephalopathy with epilepsy and dysmorphic corpus callosum. Am. J. Hum. Genet. 93, 524–529 (2013).

    Google Scholar 

  3. Nakamura, Y. et al. Biallelic mutations in SZT2 cause a discernible clinical entity with epilepsy, developmental delay, macrocephaly and a dysmorphic corpus callosum. Brain Dev. 40, 134–139 (2018).

    Google Scholar 

  4. Zhang, X. et al. Clinical phenotype and genetic characteristics of SZT2 related diseases: A case report and literature review. Seizure 114, 111–120 (2024).

    Google Scholar 

  5. Peng, M., Yin, N. & Li, M. O. SZT2 dictates GATOR control of mTORC1 signalling. Nature 543, 433–437 (2017).

    Google Scholar 

  6. Wolfson, R. L. et al. KICSTOR recruits GATOR1 to the lysosome and is necessary for nutrients to regulate mTORC1. Nature 543, 438–442 (2017).

    Google Scholar 

  7. Lee, D. Y. Roles of mTOR signaling in brain development. Exp. Neurobiol. 24, 177–185 (2015).

    Google Scholar 

  8. Levitin, M. O. et al. Models of KPTN-related disorder implicate mTOR signalling in cognitive and overgrowth phenotypes. Brain 146, 4766–4783 (2023).

    Google Scholar 

  9. Saxton, R. A. & Sabatini, D. M. mTOR signaling in Growth, Metabolism, and disease. Cell 168, 960–976 (2017).

    Google Scholar 

  10. Li, Y. et al. Induction of expansion and folding in human cerebral organoids. Cell. Stem Cell. 20, 385–396e3 (2017).

    Google Scholar 

  11. Andrews, M. G., Subramanian, L. & Kriegstein, A. R. mTOR signaling regulates the morphology and migration of outer radial glia in developing human cortex. Elife 9, e58737 (2020).

  12. Hansen, D. V., Lui, J. H., Parker, P. R. L. & Kriegstein, A. R. Neurogenic radial glia in the outer subventricular zone of human neocortex. Nature 464, 554–561 (2010).

    Google Scholar 

  13. Lui, J. H., Hansen, D. V. & Kriegstein, A. R. Development and evolution of the human neocortex. Cell 146, 18–36 (2011).

    Google Scholar 

  14. Lancaster, M. A. et al. Cerebral organoids model human brain development and microcephaly. Nature 501, 373–379 (2013).

    Google Scholar 

  15. Di Lullo, E. & Kriegstein, A. R. The use of brain organoids to investigate neural development and disease. Nat. Rev. Neurosci. 18, 573–584 (2017).

    Google Scholar 

  16. Nakamura, Y. et al. Constitutive activation of mTORC1 signaling induced by biallelic loss-of-function mutations in SZT2 underlies a discernible neurodevelopmental disease. PLoS One. 14, e0221482 (2019).

    Google Scholar 

  17. Nakamura, Y. et al. Biallelic null variants in PNPLA8 cause microcephaly by reducing the number of basal radial glia. Brain 147, 3949–3967 (2024).

    Google Scholar 

  18. Nishino, K. et al. Defining hypo-methylated regions of stem cell-specific promoters in human iPS cells derived from extra-embryonic Amnions and lung fibroblasts. PLoS One. 5, e13017 (2010).

    Google Scholar 

  19. Iwao, T. et al. Differentiation of human induced pluripotent stem cells into functional enterocyte-like cells using a simple method. Drug Metab. Pharmacokinet. 29, 44–51 (2014).

    Google Scholar 

  20. Kondo, Y. et al. Histone deacetylase inhibitor valproic acid promotes the differentiation of human induced pluripotent stem cells into hepatocyte-like cells. PLoS One. 9, e104010 (2014).

    Google Scholar 

  21. Pollen, A. A. et al. Molecular identity of human outer radial glia during cortical development. Cell 163, 55–67 (2015).

    Google Scholar 

  22. Rosebrock, D. et al. Enhanced cortical neural stem cell identity through short SMAD and WNT Inhibition in human cerebral organoids facilitates emergence of outer radial glial cells. Nat. Cell. Biol. 24, 981–995 (2022).

    Google Scholar 

  23. Bershteyn, M. et al. Human iPSC-derived cerebral organoids model cellular features of lissencephaly and reveal prolonged mitosis of outer radial glia. Cell. Stem Cell. 20, 435–449e4 (2017).

    Google Scholar 

  24. Gertz, C. C., Lui, J. H., LaMonica, B. E., Wang, X. & Kriegstein, A. R. Diverse behaviors of outer radial glia in developing ferret and human cortex. J. Neurosci. 34, 2559–2570 (2014).

    Google Scholar 

  25. Sun, T. & Hevner, R. F. Growth and folding of the mammalian cerebral cortex: from molecules to malformations. Nat. Rev. Neurosci. 15, 217–232 (2014).

    Google Scholar 

  26. Kalebic, N. et al. Neocortical expansion due to increased proliferation of basal progenitors is linked to changes in their morphology. Cell. Stem Cell. 24, 535–550e9 (2019).

    Google Scholar 

  27. Nowakowski, T. J., Pollen, A. A., Sandoval-Espinosa, C. & Kriegstein, A. R. Transformation of the radial glia scaffold demarcates two stages of human cerebral cortex development. Neuron 91, 1219–1227 (2016).

    Google Scholar 

  28. Uzquiano, A. et al. Cortical progenitor biology: key features mediating proliferation versus differentiation. J. Neurochem. 146, 500–525 (2018).

    Google Scholar 

  29. Domingues, F. S. et al. Compound heterozygous SZT2 mutations in two siblings with early-onset epilepsy, intellectual disability and macrocephaly. Seizure 66, 81–85 (2019).

    Google Scholar 

  30. Fietz, S. A. et al. OSVZ progenitors of human and ferret neocortex are epithelial-like and expand by integrin signaling. Nat. Neurosci. 13, 690–699 (2010).

    Google Scholar 

  31. Calhoun, J. D. et al. mTORC1 functional assay reveals SZT2 loss-of-function variants and a founder in-frame deletion. Brain 145, 1939–1948 (2022).

    Google Scholar 

  32. Pollen, A. A. et al. Establishing cerebral organoids as models of Human-Specific brain evolution. Cell 176, 743–756e17 (2019).

    Google Scholar 

  33. Zhang, C. et al. Dysregulation of mTOR signalling is a converging mechanism in lissencephaly. Nature 638, 172–181 (2025).

    Google Scholar 

  34. Proietti Onori, M. et al. RHEB/mTOR hyperactivity causes cortical malformations and epileptic seizures through increased axonal connectivity. PLoS Biol. 19, e3001279 (2021).

    Google Scholar 

  35. Nguyen, L. H., Mahadeo, T. & Bordey, A. MTOR hyperactivity levels influence the severity of epilepsy and associated neuropathology in an experimental model of tuberous sclerosis complex and focal cortical dysplasia. J. Neurosci. 39, 2762–2773 (2019).

    Google Scholar 

  36. Lafourcade, C. A. et al. Rheb activation in subventricular zone progenitors leads to heterotopia, ectopic neuronal differentiation, and rapamycin-sensitive olfactory micronodules and dendrite hypertrophy of newborn neurons. J. Neurosci. 33, 2419–2431 (2013).

    Google Scholar 

  37. Falcone, M. et al. An amino acid deletion inSZT2 in a family with non-syndromic intellectual disability. PLoS One. 8, e82810 (2013).

    Google Scholar 

  38. Ku, R. Y. & Torii, M. New molecular players in the development of callosal projections. Cells 10, 29 (2020).

    Google Scholar 

  39. Leone, D. P. et al. Satb2 regulates the differentiation of both callosal and subcerebral projection neurons in the developing cerebral cortex. Cereb. Cortex. 25, 3406–3419 (2015).

    Google Scholar 

  40. Xiang, Y. et al. HESC-derived thalamic organoids form reciprocal projections when fused with cortical organoids. Cell. Stem Cell. 24, 487–497e7 (2019).

    Google Scholar 

  41. Sloan, S. A., Andersen, J., Pașca, A. M., Birey, F. & Pașca, S. P. Generation and assembly of human brain region-specific three-dimensional cultures. Nat. Protoc. 13, 2062–2085 (2018).

    Google Scholar 

  42. Lancaster, M. A. & Knoblich, J. A. Generation of cerebral organoids from human pluripotent stem cells. Nat. Protoc. 9, 2329–2340 (2014).

    Google Scholar 

  43. Sakaguchi, H. et al. Generation of functional hippocampal neurons from self-organizing human embryonic stem cell-derived dorsomedial telencephalic tissue. Nat. Commun. 6, 8896 (2015).

    Google Scholar 

  44. Shimada, I. S., LeComte, M. D., Granger, J. C., Quinlan, N. J. & Spees, J. L. Self-renewal and differentiation of reactive astrocyte-derived neural stem/progenitor cells isolated from the cortical peri-infarct area after stroke. J. Neurosci. 32, 7926–7940 (2012).

    Google Scholar 

Download references

Acknowledgements

The human iPSC line Windy was derived from a human embryonic lung fibroblast cell line (MRC-5) and obtained by Dr. Umezawa. Nagoya City University Institutional Review Board approved the protocol (No.70-20-0008).

Funding

This study was supported by JSPS KAKENHI Grant Number 20H03646, 24K02424 and 24K02425 for SS and ISS.

Author information

Authors and Affiliations

  1. Department of Pediatrics and Neonatology, Nagoya City University Graduate School of Medical Sciences , Nagoya, Japan

    Emi Sato, Yuji Nakamura, Masanori Fujimoto, Toshihiko Iwaki, Daisuke Ieda, Yutaka Negishi, Ayako Hattori & Shinji Saitoh

  2. Department of Cell Biology, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan

    Issei S. Shimada & Yoichi Kato

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Contributions

E.S., Y.N., M.F., I.S.S., Y.K., and S.S. designed the study, E.S. and Y.N. conducted the investigation, E.S. and S.S. wrote the original draft, Y.N., M.F., I.S.S., T.I., D.I., Y.N., A.H., and Y.K. reviewed and edited the paper. All authors have read and agreed to the final manuscript.

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Correspondence to Shinji Saitoh.

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Sato, E., Nakamura, Y., Fujimoto, M. et al. Brain organoid models of SZT2-related disease reveal an overproduction of outer radial glial cells through mTORC1 activation. Sci Rep (2026). https://doi.org/10.1038/s41598-026-35733-w

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  • Received: 31 August 2025

  • Accepted: 07 January 2026

  • Published: 14 January 2026

  • DOI: https://doi.org/10.1038/s41598-026-35733-w

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Keywords

  • Cerebral organoids
  • Outer radial glia
  • Basal radial glia
  • Neurogenesis
  • Developmental and epileptic encephalopathy 18 (DEE18)
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