Acknowledgement
This work was supported by a grant of Ministry of Education of the Republic of Korea and the National Research Foundation of Korea (RS-2023-00266110). The graphical arts are generated by Biorender.com under Jong-Chan Park, Ph.D.
References
- Stiles J and Jernigan TL (2010) The basics of brain development. Neuropsychol Rev 20, 327-348 https://doi.org/10.1007/s11065-010-9148-4
- Kelava I and Lancaster MA (2016) Stem cell models of human brain development. Cell Stem Cell 18, 736-748 https://doi.org/10.1016/j.stem.2016.05.022
- Zhao X and Bhattacharyya A (2018) Human models are needed for studying human neurodevelopmental disorders. Am J Hum Genet 103, 829-857 https://doi.org/10.1016/j.ajhg.2018.10.009
- Bose R, Banerjee S and Dunbar GL (2021) Modeling neurological disorders in 3D organoids using human-derived pluripotent stem cells. Front Cell Dev Biol 9, 640212
- Lee CT, Bendriem RM, Wu WW and Shen RF (2017) 3D brain organoids derived from pluripotent stem cells: promising experimental models for brain development and neurodegenerative disorders. J Biomed Sci 24, 59
- Smirnova L and Hartung T (2024) The promise and potential of brain organoids. Adv Healthc Mater, e2302745
- Pasca AM, Sloan SA, Clarke LE et al (2015) Functional cortical neurons and astrocytes from human pluripotent stem cells in 3D culture. Nat Methods 12, 671-678 https://doi.org/10.1038/nmeth.3415
- Lancaster MA and Knoblich JA (2014) Generation of cerebral organoids from human pluripotent stem cells. Nat Protoc 9, 2329-2340 https://doi.org/10.1038/nprot.2014.158
- Kanton S, Boyle MJ, He Z et al (2019) Organoid single-cell genomic atlas uncovers human-specific features of brain development. Nature 574, 418-422 https://doi.org/10.1038/s41586-019-1654-9
- Gordon A, Yoon SJ, Tran SS et al (2021) Long-term maturation of human cortical organoids matches key early postnatal transitions. Nat Neurosci 24, 331-342 https://doi.org/10.1038/s41593-021-00802-y
- Qian X, Su Y, Adam CD et al (2020) Sliced human cortical organoids for modeling distinct cortical layer formation. Cell Stem Cell 26, 766-781 e769
- Egervari G, Kozlenkov A, Dracheva S and Hurd YL (2019) Molecular windows into the human brain for psychiatric disorders. Mol Psychiatry 24, 653-673 https://doi.org/10.1038/s41380-018-0125-2
- Samarasinghe RA, Miranda OA, Buth JE et al (2021) Identification of neural oscillations and epileptiform changes in human brain organoids. Nat Neurosci 24, 1488-1500 https://doi.org/10.1038/s41593-021-00906-5
- Sharf T, van der Molen T, Glasauer SMK et al (2022) Functional neuronal circuitry and oscillatory dynamics in human brain organoids. Nat Commun 13, 4403
- Kim SH and Chang MY (2023) Application of human brain organoids-opportunities and challenges in modeling human brain development and neurodevelopmental diseases. Int J Mol Sci 24, 12528
- Kim J, Lee S, Lee J et al (2022) Neurotoxicity of phenylalanine on human iPSC-derived cerebral organoids. Mol Genet Metab 136, 132-144 https://doi.org/10.1016/j.ymgme.2022.04.005
- Cho YH, Ro EJ, Yoon JS et al (2020) 5-FU promotes stemness of colorectal cancer via p53-mediated WNT/beta-catenin pathway activation. Nat Commun 11, 5321
- Chen HI, Song H and Ming GL (2019) Applications of human brain organoids to clinical problems. Dev Dyn 248, 53-64 https://doi.org/10.1002/dvdy.24662
- Chang Y, Kim J, Park H, Choi H and Kim J (2020) Modelling neurodegenerative diseases with 3D brain organoids. Biol Rev Camb Philos Soc 95, 1497-1509 https://doi.org/10.1111/brv.12626
- Villa C, Combi R, Conconi D and Lavitrano M (2021) Patient-derived induced pluripotent stem cells (iPSCs) and cerebral organoids for drug screening and development in autism spectrum disorder: opportunities and challenges. Pharmaceutics 13, 2-280 https://doi.org/10.3390/pharmaceutics13020280
- Lee C, Willerth SM and Nygaard HB (2020) The use of patient-derived induced pluripotent stem cells for Alzheimer's disease modeling. Prog Neurobiol 192, 101804
- Park JC, Jang SY, Lee D et al (2021) A logical network-based drug-screening platform for Alzheimer's disease representing pathological features of human brain organoids. Nat Commun 12, 280
- Choi H, Kim HJ, Yang J et al (2020) Acetylation changes tau interactome to degrade tau in Alzheimer's disease animal and organoid models. Aging Cell 19, e13081
- Park JC, Barahona-Torres N, Jang SY et al (2022) Multi-omics-based autophagy-related untypical subtypes in patients with cerebral amyloid pathology. Adv Sci (Weinh) 9, e2201212
- Di Lullo E and Kriegstein AR (2017) The use of brain organoids to investigate neural development and disease. Nat Rev Neurosci 18, 573-584 https://doi.org/10.1038/nrn.2017.107
- Fietz SA, Kelava I, Vogt J et al (2010) OSVZ progenitors of human and ferret neocortex are epithelial-like and expand by integrin signaling. Nat Neurosci 13, 690-699 https://doi.org/10.1038/nn.2553
- Berridge MJ, Lipp P and Bootman MD (2000) The versatility and universality of calcium signalling. Nat Rev Mol Cell Biol 1, 11-21 https://doi.org/10.1038/35036035
- Sakaguchi H, Ozaki Y, Ashida T et al (2019) Self-organized synchronous calcium transients in a cultured human neural network derived from cerebral organoids. Stem Cell Reports 13, 458-473 https://doi.org/10.1016/j.stemcr.2019.05.029
- de Melo Reis RA, Freitas HR and de Mello FG (2020) Cell calcium imaging as a reliable method to study neuronglial circuits. Front Neurosci 14, 569361
- Landry CR, Yip MC, Zhou Y et al (2023) Electrophysiological and morphological characterization of single neurons in intact human brain organoids. J Neurosci Methods 394, 109898
- Tasnim K and Liu J (2022) Emerging bioelectronics for brain organoid electrophysiology. J Mol Biol 434, 167165
- Sivitilli AA, Gosio JT, Ghoshal B et al (2020) Robust production of uniform human cerebral organoids from pluripotent stem cells. Life Sci Alliance 3, 5
- Trujillo CA, Gao R, Negraes PD et al (2019) Complex oscillatory waves emerging from cortical organoids model early human brain network development. Cell Stem Cell 25, 558-569 e557
- Yokoi R, Shibata M, Odawara A et al (2021) Analysis of signal components < 500 Hz in brain organoids coupled to microelectrode arrays: a reliable test-bed for preclinical seizure liability assessment of drugs and screening of antiepileptic drugs. Biochem Biophys Rep 28, 101148
- Huang Q, Tang B, Romero JC et al (2022) Shell microelectrode arrays (MEAs) for brain organoids. Sci Adv 8, eabq5031
- Qian X, Song H and Ming GL (2019) Brain organoids: advances, applications and challenges. Development 146, 8-dev166074
- Le Floch P, Li Q, Lin Z et al (2022) Stretchable Mesh Nanoelectronics for 3D single-cell chronic electrophysiology from developing brain organoids. Adv Mater 34, e2106829
- Li Q, Nan K, Le Floch P et al (2019) Cyborg organoids: implantation of nanoelectronics via organogenesis for tissue-wide electrophysiology. Nano Lett 19, 5781-5789 https://doi.org/10.1021/acs.nanolett.9b02512
- Soscia DA, Lam D, Tooker AC et al (2020) A flexible 3-dimensional microelectrode array for in vitro brain models. Lab Chip 20, 901-911 https://doi.org/10.1039/C9LC01148J
- Maroso M (2023) A quest into the human brain. Science 382, 166-167 https://doi.org/10.1126/science.adl0913
- Zimmer C (2011) 100 trillion connections. Sci Am 304, 58-63 https://doi.org/10.1038/scientificamerican0111-58
- Herculano-Houzel S (2012) The remarkable, yet not extraordinary, human brain as a scaled-up primate brain and its associated cost. Proc Natl Acad Sci U S A 109 Suppl 1, 10661-10668 https://doi.org/10.1073/pnas.1201895109
- Cai H, Ao Z, Tian C et al (2023) Brain organoid computing for artificial intelligence. bioRxiv 28, 530502
- Morales Pantoja IE, Smirnova L, Muotri AR et al (2023) First organoid intelligence (OI) workshop to form an OI community. Front Artif Intell 6, 1116870
- Reardon S (2020) Can lab-grown brains become conscious? Nature 586, 658-661 https://doi.org/10.1038/d41586-020-02986-y
- Saglam-Metiner P, Yildirim E, Dincer C, Basak O and Yesil-Celiktas O (2024) Humanized brain organoids-on-chip integrated with sensors for screening neuronal activity and neurotoxicity. Mikrochim Acta 191, 71
- Castiglione H, Vigneron PA, Baquerre C, Yates F, Rontard J and Honegger T (2022) Human brain organoids-on-chip: advances, challenges, and perspectives for preclinical applications. Pharmaceutics 14, 11-2301 https://doi.org/10.3390/pharmaceutics14112301
- Khadir A, Maghareh M, Sasani Ghamsari S and Beigzadeh B (2023) Brain activity characteristics of RGB stimulus: an EEG study. Sci Rep 13, 18988
- Qiu W, Bouakaz A, Konofagou EE and Zheng H (2021) Ultrasound for the brain: a review of physical and engineering principles, and clinical applications. IEEE Trans Ultrason Ferroelectr Freq Control 68, 6-20 https://doi.org/10.1109/TUFFC.2020.3019932
- Xian QX, Qiu ZH, Murugappan S et al (2023) Modulation of deep neural circuits with sonogenetics. Proceedings of the NAS 120, 22-e2220575120