Programmable organoids and the emergence of circuit-inspired genetic and epigenetic control in human development
Programmable organoids refer to organoid systems in which developmental trajectories are experimentally influenced by engineered genetic, epigenetic, material, or computational interventions. At present, these systems are dominated by externally imposed and feedback-limited control strategies rather than internally implemented or autonomous developmental architectures. Traditional organoids rely on spontaneous self-organization, but this intrinsic variability limits reproducibility, causal inference, and translational relevance. Recent advances in Clustered Regularly Interspaced Short Palindromic Repeats-based transcriptional and epigenetic engineering, optogenetic and chemogenetic patterning technologies, reaction–diffusion design, and real-time biosensing now allow developmental trajectories to be biased, stabilized, and interrogated with increasing experimental precision, without enabling fully autonomous or self-correcting control. This review organizes these approaches into a tiered, evidence-based framework, spanning genetic circuit construction, epigenetic modulation, synthetic morphogenesis, multi-scale sensing, adaptive regulation, and artificial intelligence-guided design, explicitly distinguishing experimentally validated strategies from fragile, context-dependent implementations and conceptual architectures. Applications across human developmental biology, disease modeling, and regenerative medicine are highlighted, alongside the technical, biosafety, and ethical considerations associated with exploring increasingly structured, yet predominantly externally guided, approaches to developmental regulation. Collectively, programmable organoids are presented here not as autonomous developmental systems, but as experimentally steerable platforms whose capabilities and limitations are jointly shaped by biological variability, maturation constraints, and the need for external guidance.
- Lancaster MA, Knoblich JA. Generation of cerebral organoids from human pluripotent stem cells. Nat Protoc. 2014;9(10):2329-2340. doi: 10.1038/nprot.2014.158
- Sasai Y. Next-generation regenerative medicine: Organogenesis from stem cells in 3D culture. Cell Stem Cell. 2013;12(5):520-530. doi: 10.1016/j.stem.2013.04.009
- Brassard JA, Lutolf MP. Engineering Stem Cell Self-organization to Build Better Organoids. Cell Stem Cell. 2019;24(6):860-876. doi: 10.1016/j.stem.2019.05.005
- Zhao Z, Chen X, Dowbaj AM, et al. Organoids. Nat Rev Methods Primers. 2022;2(1). doi: 10.1038/s43586-022-00174-y
- Trentesaux C, Yamada T, Klein OD, Lim WA. Harnessing synthetic biology to engineer organoids and tissues. Cell Stem Cell. 2023;30(1):10-19. doi: 10.1016/j.stem.2022.12.013
- McNamara HM, Ramm B, Toettcher JE. Synthetic developmental biology: New tools to deconstruct and rebuild developmental systems. Semin Cell Dev Biol. 2023;141:33-42. doi: 10.1016/j.semcdb.2022.04.013
- Santorelli M, Lam C, Morsut L. Synthetic development: Building mammalian multicellular structures with artificial genetic programs. Curr Opin Biotechnol. 2019;59:130-140. doi: 10.1016/j.copbio.2019.03.016
- Liu XS, Wu H, Ji X, et al. Editing DNA Methylation in the Mammalian Genome. Cell. 2016;167(1):233-247.e17. doi: 10.1016/j.cell.2016.08.056
- Gilbert LA, Larson MH, Morsut L, et al. CRISPR-mediated modular RNA-guided regulation of transcription in eukaryotes. Cell. 2013;154(2):442-451. doi: 10.1016/j.cell.2013.06.044
- Morsut L, Roybal KT, Xiong X, et al. Engineering Customized Cell Sensing and Response Behaviors Using Synthetic Notch Receptors. Cell. 2016;164(4):780-791. doi: 10.1016/j.cell.2016.01.012
- Lu C, Garipler G, Dai C, et al. Essential transcription factors for induced neuron differentiation. Nat Commun. 2023;14(1):8362. doi: 10.1038/s41467-023-43602-7
- Repina NA, Johnson HJ, Bao X, et al. Optogenetic control of Wnt signaling models cell-intrinsic embryogenic patterning using 2D human pluripotent stem cell culture. Development. 2023;150(14). doi: 10.1242/dev.201386
- Malaguti M, Portero Migueles R, Annoh J, Sadurska D, Blin G, Lowell S. SyNPL: Synthetic Notch pluripotent cell lines to monitor and manipulate cell interactions in vitro and in vivo. Development. 2022;149(12). doi: 10.1242/dev.200226
- Yin J, Wan H, Kong D, et al. A digital CRISPR-dCas9-based gene remodeling biocomputer programmed by dietary compounds in mammals. Cell Syst. 2024;15(10):941-955.e5. doi: 10.1016/j.cels.2024.09.002
- Nunez JK, Chen J, Pommier GC, et al. Genome-wide programmable transcriptional memory by CRISPR-based epigenome editing. Cell. 2021;184(9):2503-2519.e17. doi: 10.1016/j.cell.2021.03.025
- Kumar S, Beyer HM, Chen M, Zurbriggen MD, Khammash M. Image-guided optogenetic spatiotemporal tissue patterning using muPatternScope. Nat Commun. 2024;15(1):10469. doi: 10.1038/s41467-024-54351-6
- Nissim L, Perli SD, Fridkin A, Perez-Pinera P, Lu TK. Multiplexed and programmable regulation of gene networks with an integrated RNA and CRISPR/Cas toolkit in human cells. Mol Cell. 2014;54(4):698-710. doi: 10.1016/j.molcel.2014.04.022
- Xie M, Fussenegger M. Designing cell function: Assembly of synthetic gene circuits for cell biology applications. Nat Rev Mol Cell Biol. 2018;19(8):507-525. doi: 10.1038/s41580-018-0024-z
- Sonnen KF, Lauschke VM, Uraji J, et al. Modulation of Phase Shift between Wnt and Notch Signaling Oscillations Controls Mesoderm Segmentation. Cell. 2018;172(5):1079-1090.e12. doi: 10.1016/j.cell.2018.01.026
- Gao Y, Wang L, Wang B. Customizing cellular signal processing by synthetic multi-level regulatory circuits. Nat Commun. 2023;14(1):8415. doi: 10.1038/s41467-023-44256-1
- De Carluccio G, Fusco V, di Bernardo D. Engineering a synthetic gene circuit for high-performance inducible expression in mammalian systems. Nat Commun. 2024;15(1):3311. doi: 10.1038/s41467-024-47592-y
- Chavez A, Scheiman J, Vora S, et al. Highly efficient Cas9-mediated transcriptional programming. Nat Methods. 2015;12(4):326-328. doi: 10.1038/nmeth.3312
- Kampmann M. CRISPRi and CRISPRa Screens in Mammalian Cells for Precision Biology and Medicine. ACS Chem Biol. 2018;13(2):406-416. doi: 10.1021/acschembio.7b00657
- Zalatan JG, Lee ME, Almeida R, et al. Engineering complex synthetic transcriptional programs with CRISPR RNA scaffolds. Cell. 2015;160(1-2):339-350. doi: 10.1016/j.cell.2014.11.052
- Gao Y, Xiong X, Wong S, Charles EJ, Lim WA, Qi LS. Complex transcriptional modulation with orthogonal and inducible dCas9 regulators. Nat Methods. 2016;13(12):1043-1049. doi: 10.1038/nmeth.4042
- Chen PJ, Liu DR. Prime editing for precise and highly versatile genome manipulation. Nat Rev Genet. 2023;24(3):161-177. doi: 10.1038/s41576-022-00541-1
- Anzalone AV, Randolph PB, Davis JR, et al. Search-and-replace genome editing without double-strand breaks or donor DNA. Nature. 2019;576(7785):149-157. doi: 10.1038/s41586-019-1711-4
- Komor AC, Kim YB, Packer MS, Zuris JA, Liu DR. Programmable editing of a target base in genomic DNA without double-stranded DNA cleavage. Nature. 2016;533(7603):420-424. doi: 10.1038/nature17946
- Teng F, Cui T, Zhou L, Gao Q, Zhou Q, Li W. Programmable synthetic receptors: The next-generation of cell and gene therapies. Signal Transduct Target Ther. 2024;9(1):7. doi: 10.1038/s41392-023-01680-5
- Nims RJ, Pferdehirt L, Ho NB, et al. A synthetic mechano-genetic gene circuit for autonomous drug delivery in engineered tissues. Sci Adv. 2021;7(5). doi: 10.1126/sciadv.abd9858
- Toda S, McKeithan WL, Hakkinen TJ, Lopez P, Klein OD, Lim WA. Engineering synthetic morphogen systems that can program multicellular patterning. Science. 2020;370(6514):327-331. doi: 10.1126/science.abc0033
- Velazquez JJ, Su E, Cahan P, Ebrahimkhani MR. Programming Morphogenesis through Systems and Synthetic Biology. Trends Biotechnol. 2018;36(4):415-429. doi: 10.1016/j.tibtech.2017.11.003
- Lo YH, Horn HT, Huang MF, et al. Large-scale CRISPR screening in primary human 3D gastric organoids enables comprehensive dissection of gene-drug interactions. Nat Commun. 2025;16(1):7566. doi: 10.1038/s41467-025-62818-3
- Ahmed A, Di Molfetta D, Iaconisi GN, et al. Human Genome Safe Harbor Sites: A Comprehensive Review of Criteria, Discovery, Features, and Applications. Cells. 2026;15(1). doi: 10.3390/cells15010081
- Zhang K, Cui B. Optogenetic control of intracellular signaling pathways. Trends Biotechnol. 2015;33(2):92-100. doi: 10.1016/j.tibtech.2014.11.007
- Beyer HM, Kumar S, Nieke M, et al. Genetically-stable engineered optogenetic gene switches modulate spatial cell morphogenesis in two- and three-dimensional tissue cultures. Nat Commun. 2024;15(1):10470. doi: 10.1038/s41467-024-54350-7
- Komatsu N, Terai K, Imanishi A, et al. A platform of BRET-FRET hybrid biosensors for optogenetics, chemical screening, and in vivo imaging. Sci Rep. 2018;8(1):8984. doi: 10.1038/s41598-018-27174-x
- Sim X, Cardenas-Diaz FL, French DL, Gadue P. A Doxycycline-Inducible System for Genetic Correction of iPSC Disease Models. Methods Mol Biol. 2016;1353:13-23. doi: 10.1007/7651_2014_179
- Gossen M, Bujard H. Tight control of gene expression in mammalian cells by tetracycline-responsive promoters. Proc Natl Acad Sci USA. 1992;89(12):5547-5551. doi: 10.1073/pnas.89.12.5547
- Kretzschmar K, Watt FM. Lineage tracing. Cell. 2012;148(1-2):33-45. doi: 10.1016/j.cell.2012.01.002
- Kim S, Park J, Jeon BW, et al. Chemical control of receptor kinase signaling by rapamycin-induced dimerization. Mol Plant. 2021;14(8):1379-1390.doi: 10.1016/j.molp.2021.05.006
- Liu L, Chen L, Chung J, Huang S. Rapamycin inhibits F-actin reorganization and phosphorylation of focal adhesion proteins. Oncogene. 2008;27(37):4998-5010. doi: 10.1038/onc.2008.137
- Fan LZ, Lin MZ. Optical control of biological processes by light-switchable proteins. Wiley Interdiscip Rev Dev Biol.2015;4(5):545-554. doi: 10.1002/wdev.188
- Shamala LF, Zhou HC, Han ZX, Wei S. UV-B Induces Distinct Transcriptional Re-programing in UVR8-Signal Transduction, Flavonoid, and Terpenoids Pathways in Camellia sinensis. Front Plant Sci. 2020;11:234. doi: 10.3389/fpls.2020.00234
- Li L, Klim JR, Derda R, Courtney AH, Kiessling LL. Spatial control of cell fate using synthetic surfaces to potentiate TGFbeta signaling. Proc Natl Acad Sci USA. 2011;108(29):11745-11750. doi: 10.1073/pnas.1101454108
- Pandelakis M, Delgado E, Ebrahimkhani MR. CRISPR-Based Synthetic Transcription Factors In Vivo: The Future of Therapeutic Cellular Programming. Cell Syst. 2020;10(1):1-14. doi: 10.1016/j.cels.2019.10.003
- Cheng D, Clark CT, Smith Q. Advances in engineered models of peri-gastrulation. iScience. 2025;28(6):112659. doi: 10.1016/j.isci.2025.112659
- Chhabra S, Liu L, Goh R, Kong X, Warmflash A. Dissecting the dynamics of signaling events in the BMP, WNT, and NODAL cascade during self-organized fate patterning in human gastruloids. PLoS Biol. 2019;17(10):e3000498. doi: 10.1371/journal.pbio.3000498
- Heisenberg CP, Bellaiche Y. Forces in tissue morphogenesis and patterning. Cell. 2013;153(5):948-962. doi: 10.1016/j.cell.2013.05.008
- Feuerstein M, Chleilat E, Khakipoor S, Michailidis K, Ophoven C, Roussa E. Expression patterns of key Sonic Hedgehog signaling pathway components in the developing and adult mouse midbrain and in the MN9D cell line. Cell Tissue Res. 2017;370(2):211-225. doi: 10.1007/s00441-017-2664-2
- Scuderi S, Khouri-Farah N, Rauthan R, et al. Engineering human neuronal diversity: Morphogens and stem cell technologies for neurodevelopmental biology. Stem Cell Rep. 2025;20(9):102615. doi: 10.1016/j.stemcr.2025.102615
- Repina NA, McClave T, Johnson HJ, Bao X, Kane RS, Schaffer DV. Engineered Illumination Devices for Optogenetic Control of Cellular Signaling Dynamics. Cell Rep. 2020;31(10):107737. doi: 10.1016/j.celrep.2020.107737
- Sagner A, Briscoe J. Morphogen interpretation: Concentration, time, competence, and signaling dynamics. Wiley Interdiscip Rev Dev Biol. 2017;6(4). doi: 10.1002/wdev.271
- Warmflash A, Sorre B, Etoc F, Siggia ED, Brivanlou AH. A method to recapitulate early embryonic spatial patterning in human embryonic stem cells. Nat Methods. 2014;11(8):847-854. doi: 10.1038/nmeth.3016
- Strebinger D, Deluz C, Friman ET, Govindan S, Alber AB, Suter DM. Endogenous fluctuations of OCT4 and SOX2 bias pluripotent cell fate decisions. Mol Syst Biol. 2019;15(9):e9002. doi: 10.15252/msb.20199002
- Schroder CM, Zissel L, Mersiowsky SL, et al. EOMES establishes mesoderm and endoderm differentiation potential through SWI/SNF-mediated global enhancer remodeling. Dev Cell. 2025;60(5):735-748.e5. doi: 10.1016/j.devcel.2024.11.014
- Weltner J, Balboa D, Katayama S, et al. Human pluripotent reprogramming with CRISPR activators. Nat Commun. 2018;9(1):2643. doi: 10.1038/s41467-018-05067-x
- Liu Y, Yu C, Daley TP, et al. CRISPR Activation Screens Systematically Identify Factors that Drive Neuronal Fate and Reprogramming. Cell Stem Cell. 2018;23(5):758-771.e8. doi: 10.1016/j.stem.2018.09.003
- Bragdon MDJ, Patel N, Chuang J, Levien E, Bashor CJ, Khalil AS. Cooperative assembly confers regulatory specificity and long-term genetic circuit stability. Cell. 2023;186(18):3810-3825.e18. doi: 10.1016/j.cell.2023.07.012
- Schuettengruber B, Bourbon HM, Di Croce L, Cavalli G. Genome Regulation by Polycomb and Trithorax: 70 Years and Counting. Cell. 2017;171(1):34-57. doi: 10.1016/j.cell.2017.08.002
- Nashun B, Hill PW, Hajkova P. Reprogramming of cell fate: Epigenetic memory and the erasure of memories past. EMBO J. 2015;34(10):1296-1308. doi: 10.15252/embj.201490649
- Black JB, Adler AF, Wang HG, et al. Targeted Epigenetic Remodeling of Endogenous Loci by CRISPR/Cas9-Based Transcriptional Activators Directly Converts Fibroblasts to Neuronal Cells. Cell Stem Cell. 2016;19(3):406-414. doi: 10.1016/j.stem.2016.07.001
- Hilton IB, D’Ippolito AM, Vockley CM, et al. Epigenome editing by a CRISPR-Cas9-based acetyltransferase activates genes from promoters and enhancers. Nat Biotechnol. 2015;33(5):510-517. doi: 10.1038/nbt.3199
- Zaret KS, Mango SE. Pioneer transcription factors, chromatin dynamics, and cell fate control. Curr Opin Genet Dev. 2016;37:76-81. doi: 10.1016/j.gde.2015.12.003
- Du Z, Zhang K, Xie W. Epigenetic Reprogramming in Early Animal Development. Cold Spring Harb Perspect Biol. 2022;14(6). doi: 10.1101/cshperspect.a039677
- Cambuli F, Murray A, Dean W, et al. Epigenetic memory of the first cell fate decision prevents complete ES cell reprogramming into trophoblast. Nat Commun. 2014;5:5538. doi: 10.1038/ncomms6538
- Shipman SL, Nivala J, Macklis JD, Church GM. CRISPR-Cas encoding of a digital movie into the genomes of a population of living bacteria. Nature. 2017;547(7663):345-349. doi: 10.1038/nature23017
- Chen W, Choi J. Molecular circuits for genomic recording of cellular events. Trends Genet. 2025;41(8):647-659. doi: 10.1016/j.tig.2025.04.004
- Tomljanovic M, Muflihah CH, Rajkovski D, Mikulski P. The epigenetic circle: Feedback loops in the maintenance of cellular memory. Epigenetics Chromatin. 2025;18(1):56. doi: 10.1186/s13072-025-00621-6
- Bell CC, Faulkner GJ, Gilan O. Chromatin-based memory as a self-stabilizing influence on cell identity. Genome Biol. 2024;25(1):320. doi: 10.1186/s13059-024-03461-x
- Lin K, Zou C, Hubbard A, et al. Multiplexed epigenetic memory editing using CRISPRoff sensitizes glioblastoma to chemotherapy. Neuro Oncol. 2025;27(6):1443-1457. doi: 10.1093/neuonc/noaf055
- Campos OA, Migliara A, Toda S, Lopez P, Lim WA, Almeida R. Engineering Inducible Cell Fate Transitions by Harnessing Epigenetic Silencing. bioRxiv. Preprint online 2025. doi: 10.1101/2025.09.29.679324
- O’Laughlin R, Cheng F, Song H, Ming GL. Bioengineering tools for next-generation neural organoids. Curr Opin Neurobiol. 2025;92:103011. doi: 10.1016/j.conb.2025.103011
- Santorelli M, Bhamidipati PS, Courte J, et al. Control of spatio-temporal patterning via cell growth in a multicellular synthetic gene circuit. Nat Commun. 2024;15(1):9867. doi: 10.1038/s41467-024-53078-8
- Wang H, Xu X, Nguyen CM, et al. CRISPR-Mediated Programmable 3D Genome Positioning and Nuclear Organization. Cell. 2018;175(5):1405-1417.e14. doi: 10.1016/j.cell.2018.09.013
- Wei Y, Sun J, Zhu R. CRISPR-epigenetic crosstalk: From bidirectional regulation to therapeutic potential. Comput Struct Biotechnol J. 2025;27:4496-4504. doi: 10.1016/j.csbj.2025.10.031
- Pollen AA, Bhaduri A, Andrews MG, et al. Establishing Cerebral Organoids as Models of Human-Specific Brain Evolution. Cell. 2019;176(4):743-756.e17. doi: 10.1016/j.cell.2019.01.017
- Velasco S, Kedaigle AJ, Simmons SK, et al. Individual brain organoids reproducibly form cell diversity of the human cerebral cortex. Nature. 2019;570(7762):523-527. doi: 10.1038/s41586-019-1289-x
- Hawkins RD, Hon GC, Yang C, et al. Dynamic chromatin states in human ES cells reveal potential regulatory sequences and genes involved in pluripotency. Cell Res. 2011;21(10):1393-1409. doi: 10.1038/cr.2011.146
- Tsankov AM, Gu H, Akopian V, et al. Transcription factor binding dynamics during human ES cell differentiation. Nature. 2015;518(7539):344-349. doi: 10.1038/nature14233
- Polstein LR, Gersbach CA. A light-inducible CRISPR-Cas9 system for control of endogenous gene activation. Nat Chem Biol. 2015;11(3):198-200. doi: 10.1038/nchembio.1753
- Deng Y, Bartosovic M, Ma S, et al. Spatial profiling of chromatin accessibility in mouse and human tissues. Nature. 2022;609(7926):375-383. doi: 10.1038/s41586-022-05094-1
- Noordermeer D, Leleu M, Schorderet P, Joye E, Chabaud F, Duboule D. Temporal dynamics and developmental memory of 3D chromatin architecture at Hox gene loci. eLife. 2014;3:e02557. doi: 10.7554/eLife.02557
- Amberg N, Laukoter S, Hippenmeyer S. Epigenetic cues modulating the generation of cell-type diversity in the cerebral cortex. J Neurochem. 2019;149(1):12-26. doi: 10.1111/jnc.14601
- Manfrin A, Tabata Y, Paquet ER, et al. Engineered signaling centers for the spatially controlled patterning of human pluripotent stem cells. Nat Methods. 2019;16(7):640-648. doi: 10.1038/s41592-019-0455-2
- Moris N, Anlas K, van den Brink SC, et al. An in vitro model of early anteroposterior organization during human development. Nature. 2020;582(7812):410-415. doi: 10.1038/s41586-020-2383-9
- Etoc F, Metzger J, Ruzo A, et al. A Balance between Secreted Inhibitors and Edge Sensing Controls Gastruloid Self-Organization. Dev Cell. 2016;39(3):302-315. doi: 10.1016/j.devcel.2016.09.016
- Mammoto T, Mammoto A, Ingber DE. Mechanobiology and developmental control. Annu Rev Cell Dev Biol. 2013;29:27-61. doi: 10.1146/annurev-cellbio-101512-122340
- Treutlein B, Brownfield DG, Wu AR, et al. Reconstructing lineage hierarchies of the distal lung epithelium using single-cell RNA-seq. Nature. 2014;509(7500):371-375. doi: 10.1038/nature13173
- Feinberg AP. The Key Role of Epigenetics in Human Disease Prevention and Mitigation. N Engl J Med. 2018;378(14):1323-1334. doi: 10.1056/NEJMra1402513
- Sur I, Taipale J. The role of enhancers in cancer. Nat Rev Cancer. 2016;16(8):483-493. doi: 10.1038/nrc.2016.62
- Jones PA, Issa JP, Baylin S. Targeting the cancer epigenome for therapy. Nat Rev Genet. 2016;17(10):630-641. doi: 10.1038/nrg.2016.93
- de The H. Differentiation therapy revisited. Nat Rev Cancer. 2018;18(2):117-127. doi: 10.1038/nrc.2017.103
- Koch A, Joosten SC, Feng Z, et al. Analysis of DNA methylation in cancer: Location revisited. Nat Rev Clin Oncol. 2018;15(7):459-466. doi: 10.1038/s41571-018-0004-4
- Kadoshima T, Sakaguchi H, Nakano T, et al. Self-organization of axial polarity, inside-out layer pattern, and species-specific progenitor dynamics in human ES cell-derived neocortex. Proc Natl Acad Sci USA. 2013;110(50):20284-20289. doi: 10.1073/pnas.1315710110
- Sasai Y. Cytosystems dynamics in self-organization of tissue architecture. Nature. 2013;493(7432):318-326. doi: 10.1038/nature11859
- Lancaster MA, Renner M, Martin CA, et al. Cerebral organoids model human brain development and microcephaly. Nature. 2013;501(7467):373-379. doi: 10.1038/nature12517
- Anand AA, Khan M, V M, Kar D. The Molecular Basis of Wnt/beta-Catenin Signaling Pathways in Neurodegenerative Diseases. Int J Cell Biol. 2023;2023:9296092. doi: 10.1155/2023/9296092
- Toda S, Blauch LR, Tang SKY, Morsut L, Lim WA. Programming self-organizing multicellular structures with synthetic cell-cell signaling. Science. 2018;361(6398):156-162. doi: 10.1126/science.aat0271
- Sekine R, Shibata T, Ebisuya M. Synthetic mammalian pattern formation driven by differential diffusivity of Nodal and Lefty. Nat Commun. 2018;9(1):5456. doi: 10.1038/s41467-018-07847-x
- Bugaj LJ, Choksi AT, Mesuda CK, Kane RS, Schaffer DV. Optogenetic protein clustering and signaling activation in mammalian cells. Nat Methods. 2013;10(3):249-252. doi: 10.1038/nmeth.2360
- Lende-Dorn BA, Atkinson JC, Bae Y, Galloway KE. Chemogenetic tuning reveals optimal MAPK signaling for cell-fate programming. Cell Rep. 2025;44(9):116226. doi: 10.1016/j.celrep.2025.116226
- Liu TL, Upadhyayula S, Milkie DE, et al. Observing the cell in its native state: Imaging subcellular dynamics in multicellular organisms. Science. 2018;360(6386). doi: 10.1126/science.aaq1392
- Ramirez Sierra MA, Sokolowski TR. AI-powered simulation-based inference of a genuinely spatial-stochastic gene regulation model of early mouse embryogenesis. PLoS Comput Biol. 2024;20(11):e1012473. doi: 10.1371/journal.pcbi.1012473
- Matas-Gil A, Endres RG. Unraveling biochemical spatial patterns: Machine learning approaches to the inverse problem of stationary Turing patterns. iScience. 2024;27(6):109822. doi: 10.1016/j.isci.2024.109822
- Scuderi S, Kang TY, Jourdon A, et al. Specification of human brain regions with orthogonal gradients of WNT and SHH in organoids reveals patterning variations across cell lines. Cell Stem Cell. 2025;32(6):970-989.e11. doi: 10.1016/j.stem.2025.04.006
- Garibyan M, Hoffman T, Makaske T, et al. Engineering programmable material-to-cell pathways via synthetic notch receptors to spatially control differentiation in multicellular constructs. Nat Commun. 2024;15(1):5891. doi: 10.1038/s41467-024-50126-1
- Chen X, Liu C, McDaniel G, et al. Viscoelasticity of Hyaluronic Acid Hydrogels Regulates Human Pluripotent Stem Cell-derived Spinal Cord Organoid Patterning and Vascularization. Adv Healthc Mater. 2024;13(32):e2402199. doi: 10.1002/adhm.202402199
- Roth JG, Huang MS, Navarro RS, Akram JT, LeSavage BL, Heilshorn SC. Tunable hydrogel viscoelasticity modulates human neural maturation. Sci Adv. 2023;9(42):eadh8313. doi: 10.1126/sciadv.adh8313
- Elosegui-Artola A, Gupta A, Najibi AJ, et al. Matrix viscoelasticity controls spatiotemporal tissue organization. Nat Mater. 2023;22(1):117-127. doi: 10.1038/s41563-022-01400-4
- Kopyeva I, Goldner EC, Hoye JW, et al. Stepwise Stiffening/Softening of and Cell Recovery from Reversibly Formulated Hydrogel Interpenetrating Networks. Adv Mater. 2024;36(44):e2404880. doi: 10.1002/adma.202404880
- Cosgrove BD, Bounds LR, Taylor CK, et al. Mechanosensitive genomic enhancers potentiate the cellular response to matrix stiffness. Science. 2025;390(6778):eadl1988. doi: 10.1126/science.adl1988
- Li X, Wang H, Dong X, et al. Accurate modulation of photo-printing under stiffness imaging feedback for engineering ECMs with high-fidelity mechanical properties. Microsyst Nanoeng. 2022;8:60. doi: 10.1038/s41378-022-00394-y
- Narasimhan BN, Fraley SI. Matrix degradation enhances stress relaxation, regulating cell adhesion and spreading. Proc Natl Acad Sci USA. 2025;122(13):e2416771122. doi: 10.1073/pnas.2416771122
- Martyn I, Brivanlou AH, Siggia ED. A wave of WNT signaling balanced by secreted inhibitors controls primitive streak formation in micropattern colonies of human embryonic stem cells. Development. 2019;146(6). doi: 10.1242/dev.172791
- Meinhardt A, Eberle D, Tazaki A, et al. 3D reconstitution of the patterned neural tube from embryonic stem cells. Stem Cell Rep. 2014;3(6):987-999. doi: 10.1016/j.stemcr.2014.09.020
- Cao J, Spielmann M, Qiu X, et al. The single-cell transcriptional landscape of mammalian organogenesis. Nature. 2019;566(7745):496-502. doi: 10.1038/s41586-019-0969-x
- Muguruma K, Nishiyama A, Kawakami H, Hashimoto K, Sasai Y. Self-organization of polarized cerebellar tissue in 3D culture of human pluripotent stem cells. Cell Rep. 2015;10(4):537-550. doi: 10.1016/j.celrep.2014.12.051
- Cederquist GY, Asciolla JJ, Tchieu J, et al. Specification of positional identity in forebrain organoids. Nat Biotechnol. 2019;37(4):436-444. doi: 10.1038/s41587-019-0085-3
- Qian X, Nguyen HN, Song MM, et al. Brain-Region-Specific Organoids Using Mini-bioreactors for Modeling ZIKV Exposure. Cell. 2016;165(5):1238-1254. doi: 10.1016/j.cell.2016.04.032
- Huch M, Knoblich JA, Lutolf MP, Martinez-Arias A. The hope and the hype of organoid research. Development. 2017;144(6):938-941. doi: 10.1242/dev.150201
- Rossi G, Manfrin A, Lutolf MP. Progress and potential in organoid research. Nat Rev Genet. 2018;19(11):671-687. doi: 10.1038/s41576-018-0051-9
- Gao Q, Yang Y, Yang H, Jiang H. Beyond biochemical patterning: How mechanical bistability governs robust organoid morphogenesis. Mechanobiol Med. 2025;3(2):100134. doi: 10.1016/j.mbm.2025.100134
- Depry C, Mehta S, Zhang J. Multiplexed visualization of dynamic signaling networks using genetically encoded fluorescent protein-based biosensors. Pflugers Arch. 2013;465(3):373-381. doi: 10.1007/s00424-012-1175-y
- Zou F, Bai L. Using time-lapse fluorescence microscopy to study gene regulation. Methods. 2019;159-160:138-145. doi: 10.1016/j.ymeth.2018.12.010
- Hall MP, Unch J, Binkowski BF, et al. Engineered luciferase reporter from a deep sea shrimp utilizing a novel imidazopyrazinone substrate. ACS Chem Biol. 2012;7(11):1848-1857. doi: 10.1021/cb3002478
- Taylor A, Sharkey J, Plagge A, Wilm B, Murray P. Multicolour In Vivo Bioluminescence Imaging Using a NanoLuc-Based BRET Reporter in Combination with Firefly Luciferase. Contrast Media Mol Imaging. 2018;2018:2514796. doi: 10.1155/2018/2514796
- Wang T, Simmel FC. Riboswitch-inspired toehold riboregulators for gene regulation in Escherichia coli. Nucleic Acids Res. 2022;50(8):4784-4798. doi: 10.1093/nar/gkac275
- Takahashi K, Galloway KE. RNA-based controllers for engineering gene and cell therapies. Curr Opin Biotechnol. 2024;85:103026. doi: 10.1016/j.copbio.2023.103026
- Paige JS, Wu KY, Jaffrey SR. RNA mimics of green fluorescent protein. Science. 2011;333(6042):642-646. doi: 10.1126/science.1207339
- Chappell J, Takahashi MK, Lucks JB. Creating small transcription activating RNAs. Nat Chem Biol. 2015;11(3):214-220. doi: 10.1038/nchembio.1737
- Chen Z, Chen W, Reheman Z, Jiang H, Wu J, Li X. Genetically encoded RNA-based sensors with Pepper fluorogenic aptamer. Nucleic Acids Res. 2023;51(16):8322-8336. doi: 10.1093/nar/gkad620
- Dolgosheina EV, Jeng SC, Panchapakesan SS, et al. RNA mango aptamer-fluorophore: A bright, high-affinity complex for RNA labeling and tracking. ACS Chem Biol. 2014;9(10):2412-2420. doi: 10.1021/cb500499x
- Filonov GS, Moon JD, Svensen N, Jaffrey SR. Broccoli: Rapid selection of an RNA mimic of green fluorescent protein by fluorescence-based selection and directed evolution. J Am Chem Soc. 2014;136(46):16299-16308. doi: 10.1021/ja508478x
- Zhang Y, Zhang S. CRISPR perfect adaptation for robust control of cellular immune and apoptotic responses. Nucleic Acids Res. 2024;52(16):10005-10016. doi: 10.1093/nar/gkae665
- Frei T, Chang CH, Filo M, Arampatzis A, Khammash M. A genetic mammalian proportional-integral feedback control circuit for robust and precise gene regulation. Proc Natl Acad Sci USA. 2022;119(24):e2122132119. doi: 10.1073/pnas.2122132119
- Benzinger D, Briscoe J. Investigating morphogen and patterning dynamics with optogenetic control of morphogen production. Dev Cell. 2025;60(24):3421-3430.e6. doi: 10.1016/j.devcel.2025.07.019
- Legnini I, Emmenegger L, Zappulo A, et al. Spatiotemporal, optogenetic control of gene expression in organoids. Nat Methods. 2023;20(10):1544-1552. doi: 10.1038/s41592-023-01986-w
- Perkins ML, Benzinger D, Arcak M, Khammash M. Cell-inthe-loop pattern formation with optogenetically emulated cell-to-cell signaling. Nat Commun. 2020;11(1):1355. doi: 10.1038/s41467-020-15166-3
- Lugagne JB, Blassick CM, Dunlop MJ. Deep model predictive control of gene expression in thousands of single cells. Nat Commun. 2024;15(1):2148. doi: 10.1038/s41467-024-46361-1
- Passmore JB, Rates A, Schroder J, et al. Closed-loop optogenetic control of cell biology enables outcome-driven microscopy. Nat Commun. 2025. doi: 10.1038/s41467-025-67848-5
- Jerez-Longres C, Gomez-Matos M, Becker J, et al. Engineering a material-genetic interface as safety switch for embedded therapeutic cells. Biomater Adv. 2023;150:213422. doi: 10.1016/j.bioadv.2023.213422
- Lewis A, Keshara R, Kim YH, Grapin-Botton A. Self-organization of organoids from endoderm-derived cells. J Mol Med. 2021;99(4):449-462. doi: 10.1007/s00109-020-02010-w
- Del Vecchio D, Abdallah H, Qian Y, Collins JJ. A Blueprint for a Synthetic Genetic Feedback Controller to Reprogram Cell Fate. Cell Syst. 2017;4(1):109-120.e11. doi: 10.1016/j.cels.2016.12.001
- Ma Y, Budde MW, Mayalu MN, et al. Synthetic mammalian signaling circuits for robust cell population control. Cell. 2022;185(6):967-979.e12. doi: 10.1016/j.cell.2022.01.026
- Kotula JW, Kerns SJ, Shaket LA, et al. Programmable bacteria detect and record an environmental signal in the mammalian gut. Proc Natl Acad Sci USA. 2014;111(13):4838-4843. doi: 10.1073/pnas.1321321111
- Holmes WR, Reyes de Mochel NS, Wang Q, et al. Gene Expression Noise Enhances Robust Organization of the Early Mammalian Blastocyst. PLoS Comput Biol. 2017;13(1):e1005320. doi: 10.1371/journal.pcbi.1005320
- Gutierrez Mena J, Kumar S, Khammash M. Dynamic cybergenetic control of bacterial co-culture composition via optogenetic feedback. Nat Commun. 2022;13(1):4808. doi: 10.1038/s41467-022-32392-z
- Kumar S, Rullan M, Khammash M. Rapid prototyping and design of cybergenetic single-cell controllers. Nat Commun. 2021;12(1):5651. doi: 10.1038/s41467-021-25754-6
- Caringella G, Bandiera L, Menolascina F. Recent advances, opportunities and challenges in cybergenetic identification and control of biomolecular networks. Curr Opin Biotechnol. 2023;80:102893. doi: 10.1016/j.copbio.2023.102893
- Milias-Argeitis A, Rullan M, Aoki SK, Buchmann P, Khammash M. Automated optogenetic feedback control for precise and robust regulation of gene expression and cell growth. Nat Commun. 2016;7:12546. doi: 10.1038/ncomms12546
- Amin ND, Kelley KW, Kaganovsky K, et al. Generating human neural diversity with a multiplexed morphogen screen in organoids. Cell Stem Cell. 2024;31(12):1831-1846.e9. doi: 10.1016/j.stem.2024.10.016
- Johnson MB, March AR, Morsut L. Engineering multicellular systems: Using synthetic biology to control tissue self-organization. Curr Opin Biomed Eng. 2017;4:163-173. doi: 10.1016/j.cobme.2017.10.008
- Monzel AS, Hemmer K, Kaoma T, et al. Machine learning-assisted neurotoxicity prediction in human midbrain organoids. Park Relat Disord. 2020;75:105-109. doi: 10.1016/j.parkreldis.2020.05.011
- Bai L, Wu Y, Li G, Zhang W, Zhang H, Su J. AI-enabled organoids: Construction, analysis, and application. Bioact Mater. 2024;31:525-548. doi: 10.1016/j.bioactmat.2023.09.005
- Huang K, Li M, Li Q, Chen Z, Zhang Y, Gu Z. Image-based profiling and deep learning reveal morphological heterogeneity of colorectal cancer organoids. Comput Biol Med. 2024;173:108322. doi: 10.1016/j.compbiomed.2024.108322
- Fu Z, Chen C, Wang S, Wang J, Chen S. scRL: Utilizing Reinforcement Learning to Evaluate Fate Decisions in Single-Cell Data. Biology. 2025;14(6). doi: 10.3390/biology14060679
- Etcheverry M, Moulin-Frier C, Oudeyer PY, Levin M. AI-driven automated discovery tools reveal diverse behavioral competencies of biological networks. eLife. 2025;13. doi: 10.7554/eLife.92683
- Zhu D, Jerby L. Gradient-aware modeling advances AI-driven prediction of genetic perturbation effects. bioRxiv. Preprint online 2025. doi: 10.1101/2025.10.03.680360
- Ali M, Richter S, Erturk A, Fischer DS, Theis FJ. Graph neural networks learn emergent tissue properties from spatial molecular profiles. Nat Commun. 2025;16(1):8419. doi: 10.1038/s41467-025-63758-8
- Chen K, Qin KR, Na J, Gao G, Yang C, Fu J. Deep manifold learning reveals hidden developmental dynamics of a human embryo model. Sci Adv. 2025;11(32):eadr8901. doi: 10.1126/sciadv.adr8901
- Stillman NR, Mayor R. Generative models of morphogenesis in developmental biology. Semin Cell Dev Biol. 2023;147:83-90. doi: 10.1016/j.semcdb.2023.02.001
- Li Z, Zhang Y, Peng B, et al. A novel interpretable deep learning-based computational framework designed synthetic enhancers with broad cross-species activity. Nucleic Acids Res. 2024;52(21):13447-13468. doi: 10.1093/nar/gkae912
- Peleke FF, Zumkeller SM, Gultas M, Schmitt A, Szymanski J. Deep learning the cis-regulatory code for gene expression in selected model plants. Nat Commun. 2024;15(1):3488. doi: 10.1038/s41467-024-47744-0
- Moeckel C, Mouratidis I, Chantzi N, Uzun Y, Georgakopoulos-Soares I. Advances in computational and experimental approaches for deciphering transcriptional regulatory networks: Understanding the roles of cis-regulatory elements is essential, and recent research utilizing MPRAs, STARR-seq, CRISPR-Cas9, and machine learning has yielded valuable insights. Bioessays. 2024;46(7):e2300210. doi: 10.1002/bies.202300210
- Ho C, Morsut L. Novel synthetic biology approaches for developmental systems. Stem Cell Rep. 2021;16(5):1051-1064. doi: 10.1016/j.stemcr.2021.04.007
- Naffaa MM. Bridging molecular mechanisms and therapeutic innovations: The role of brain organoids in neurodevelopmental disorder research. Organoid Res. 2025;1(3):025100010. doi: 10.36922/OR025100010
- Kanton S, Boyle MJ, He Z, et al. Organoid single-cell genomic atlas uncovers human-specific features of brain development. Nature. 2019;574(7778):418-422. doi: 10.1038/s41586-019-1654-9
- Won H, Huang J, Opland CK, Hartl CL, Geschwind DH. Human evolved regulatory elements modulate genes involved in cortical expansion and neurodevelopmental disease susceptibility. Nat Commun. 2019;10(1):2396. doi: 10.1038/s41467-019-10248-3
- Sullivan AE, Santos SD. The ever-growing world of gastruloids: Autogenous models of mammalian embryogenesis. Curr Opin Genet Dev. 2023;82:102102. doi: 10.1016/j.gde.2023.102102
- Klein JC, Keith A, Agarwal V, Durham T, Shendure J. Functional characterization of enhancer evolution in the primate lineage. Genome Biol. 2018;19(1):99. doi: 10.1186/s13059-018-1473-6
- De Santis R, Rice E, Croft G, Yang M, Rosado-Olivieri EA, Brivanlou AH. The emergence of human gastrulation upon in vitro attachment. Stem Cell Rep. 2024;19(1):41-53. doi: 10.1016/j.stemcr.2023.11.005
- Mezu-Ndubuisi OJ, Maheshwari A. Role of macrophages in fetal development and perinatal disorders. Pediatr Res. 2021;90(3):513-523. doi: 10.1038/s41390-020-01209-4
- Park JE, Botting RA, Dominguez Conde C, et al. A cell atlas of human thymic development defines T cell repertoire formation. Science. 2020;367(6480). doi: 10.1126/science.aay3224
- Sun Y, Pan W. Brain organoids: A new paradigm for studying human neuropsychiatric disorders. Front Neurosci. 2025;19:1699814. doi: 10.3389/fnins.2025.1699814
- Li K, Liu Y, Cao H, et al. Interrogation of enhancer function by enhancer-targeting CRISPR epigenetic editing. Nat Commun. 2020;11(1):485. doi: 10.1038/s41467-020-14362-5
- Wang K, Escobar M, Li J, et al. Systematic comparison of CRISPR-based transcriptional activators uncovers gene-regulatory features of enhancer-promoter interactions. Nucleic Acids Res. 2022;50(14):7842-7855. doi: 10.1093/nar/gkac582
- Karzbrun E, Khankhel AH, Megale HC, et al. Human neural tube morphogenesis in vitro by geometric constraints. Nature. 2021;599(7884):268-272. doi: 10.1038/s41586-021-04026-9
- Rao KS, Kameswaran V, Bruneau BG. Modeling congenital heart disease: Lessons from mice, hPSC-based models, and organoids. Genes Dev. 2022;36(11-12):652-663. doi: 10.1101/gad.349678.122
- Abdel Fattah AR, Daza B, Rustandi G, et al. Actuation enhances patterning in human neural tube organoids. Nat Commun. 2021;12(1):3192. doi: 10.1038/s41467-021-22952-0
- Lee JH, Shin H, Shaker MR, et al. Production of human spinalcord organoids recapitulating neural-tube morphogenesis. Nat Biomed Eng. 2022;6(4):435-448. doi: 10.1038/s41551-022-00868-4
- Suhito IR, Sunil C, Tay A. Engineering human immune organoids for translational immunology. Bioact Mater. 2025;44:164-183. doi: 10.1016/j.bioactmat.2024.10.010
- Harter MF, Recaldin T, Gjorevski N. Organoids as models of immune-organ interaction. Cell Rep. 2025;44(9):116214. doi: 10.1016/j.celrep.2025.116214
- Gunther C, Winner B, Neurath MF, Stappenbeck TS. Organoids in gastrointestinal diseases: From experimental models to clinical translation. Gut. 2022;71(9):1892-1908. doi: 10.1136/gutjnl-2021-326560
- Nikolaev M, Mitrofanova O, Broguiere N, et al. Homeostatic mini-intestines through scaffold-guided organoid morphogenesis. Nature. 2020;585(7826):574-578. doi: 10.1038/s41586-020-2724-8
- Lewis-Israeli YR, Wasserman AH, Gabalski MA, et al. Self-assembling human heart organoids for the modeling of cardiac development and congenital heart disease. Nat Commun. 2021;12(1):5142. doi: 10.1038/s41467-021-25329-5
- Thomson M. Signaling Boundary Conditions Drive Self-Organization of Human “Gastruloids”. Dev Cell. 2016;39(3):279-280. doi: 10.1016/j.devcel.2016.10.016
- Del Vecchio D. Epigenetic memory: The role of the crosstalk between histone modifications and DNA methylation. Comput Struct Biotechnol J. 2025;27:4019-4025. doi: 10.1016/j.csbj.2025.08.034
- Maier JAH, Mohrle R, Jeltsch A. Design of synthetic epigenetic circuits featuring memory effects and reversible switching based on DNA methylation. Nat Commun. 2017;8:15336. doi: 10.1038/ncomms15336
- Cakir B, Xiang Y, Tanaka Y, et al. Engineering of human brain organoids with a functional vascular-like system. Nat Methods. 2019;16(11):1169-1175. doi: 10.1038/s41592-019-0586-5
- Andersen J, Revah O, Miura Y, et al. Generation of Functional Human 3D Cortico-Motor Assembloids. Cell. 2020;183(7):1913-1929.e26. doi: 10.1016/j.cell.2020.11.017
- Takebe T, Sekine K, Enomura M, et al. Vascularized and functional human liver from an iPSC-derived organ bud transplant. Nature. 2013;499(7459):481-484. doi: 10.1038/nature12271
- Di Stasi A, Tey SK, Dotti G, et al. Inducible apoptosis as a safety switch for adoptive cell therapy. N Engl J Med. 2011;365(18):1673-1683. doi: 10.1056/NEJMoa1106152
- Deuse T, Hu X, Gravina A, et al. Hypoimmunogenic derivatives of induced pluripotent stem cells evade immune rejection in fully immunocompetent allogeneic recipients. Nat Biotechnol. 2019;37(3):252-258. doi: 10.1038/s41587-019-0016-3
- Simsek E, Yao Y, Lee D, You L. Toward predictive engineering of gene circuits. Trends Biotechnol. 2023;41(6):760-768. doi: 10.1016/j.tibtech.2022.11.001
- Hyun I, Scharf-Deering JC, Lunshof JE. Ethical issues related to brain organoid research. Brain Res. 2020;1732:146653. doi: 10.1016/j.brainres.2020.146653
- Sandoval SO, Cappuccio G, Kruth K, et al. Rigor and reproducibility in human brain organoid research: Where we are and where we need to go. Stem Cell Rep. 2024;19(6):796-816. doi: 10.1016/j.stemcr.2024.04.008
- Lamm N, Ben-David U, Golan-Lev T, Storchova Z, Benvenisty N, Kerem B. Genomic Instability in Human Pluripotent Stem Cells Arises from Replicative Stress and Chromosome Condensation Defects. Cell Stem Cell. 2016;18(2):253-261. doi: 10.1016/j.stem.2015.11.003
- Lackner M, Helmbrecht N, Paabo S, Riesenberg S. Detection of unintended on-target effects in CRISPR genome editing by DNA donors carrying diagnostic substitutions. Nucleic Acids Res. 2023;51(5):e26. doi: 10.1093/nar/gkac1254
- Su Z, Dong H, Fang X, Zhang W, Duan H. Frontier progress and translational challenges of pluripotent differentiation of stem cells. Front Genet. 2025;16:1583391. doi: 10.3389/fgene.2025.1583391
- Hanna RE, Doench JG. Design and analysis of CRISPR-Cas experiments. Nat Biotechnol. 2020;38(7):813-823. doi: 10.1038/s41587-020-0490-7
- Li A, Mitsunobu H, Yoshioka S, Suzuki T, Kondo A, Nishida K. Cytosine base editing systems with minimized off-target effect and molecular size. Nat Commun. 2022;13(1):4531. doi: 10.1038/s41467-022-32157-8
- Henry MP, Hawkins JR, Boyle J, Bridger JM. The Genomic Health of Human Pluripotent Stem Cells: Genomic Instability and the Consequences on Nuclear Organization. Front Genet. 2018;9:623. doi: 10.3389/fgene.2018.00623
- Andrews PW, Barbaric I, Benvenisty N, et al. The consequences of recurrent genetic and epigenetic variants in human pluripotent stem cells. Cell Stem Cell. 2022;29(12):1624-1636. doi: 10.1016/j.stem.2022.11.006
- Ghosh S, Brown AM, Jenkins C, Campbell K. Viral Vector Systems for Gene Therapy: A Comprehensive Literature Review of Progress and Biosafety Challenges. Appl Biosaf. 2020;25(1):7-18. doi: 10.1177/1535676019899502
- Valadi H, Ekstrom K, Bossios A, Sjostrand M, Lee JJ, Lotvall JO. Exosome-mediated transfer of mRNAs and microRNAs is a novel mechanism of genetic exchange between cells. Nat Cell Biol. 2007;9(6):654-659. doi: 10.1038/ncb1596
- Arendt D, Musser JM, Baker CVH, et al. The origin and evolution of cell types. Nat Rev Genet. 2016;17(12):744-757. doi: 10.1038/nrg.2016.127
- Lancaster MA, Corsini NS, Wolfinger S, et al. Guided self-organization and cortical plate formation in human brain organoids. Nat Biotechnol. 2017;35(7):659-666. doi: 10.1038/nbt.3906
- Helenek C, Krzyszton R, Petreczky J, et al. Synthetic gene circuit evolution: Insights and opportunities at the midscale. Cell Chem Biol. 2024;31(8):1447-1459. doi: 10.1016/j.chembiol.2024.05.018
- Gjorevski N, Sachs N, Manfrin A, et al. Designer matrices for intestinal stem cell and organoid culture. Nature. 2016;539(7630):560-564. doi: 10.1038/nature20168
- Lavazza A, Massimini M. Cerebral organoids: Ethical issues and consciousness assessment. J Med Ethics. 2018;44(9):606-610. doi: 10.1136/medethics-2017-104555
- Nicolas P, Etoc F, Brivanlou AH. The ethics of human-embryoids model: A call for consistency. J Mol Med. 2021;99(4):569-579. doi: 10.1007/s00109-021-02053-7
- Rivron NC, Martinez Arias A, Pera MF, Moris N, M’Hamdi HI. An ethical framework for human embryology with embryo models. Cell. 2023;186(17):3548-3557. doi: 10.1016/j.cell.2023.07.028
- De Miguel Beriain I, Rueda J, Villalba A. Re-defining the human embryo: A legal perspective on the creation of embryos in research. EMBO Rep. 2024;25(2):467-470. doi: 10.1038/s44319-023-00034-0
- Writing Group of the EEC, Pennings G, Dondorp W, Popovic M, Chuva de Sousa Lopes S, Mertes H. Ethical considerations on the moral status of the embryo and embryo-like structuresdagger. Hum Reprod. 2024;39(11):2387-2391. doi: 10.1093/humrep/deae228
- Koplin JJ. Response to the ISSCR guidelines on human-animal chimera research. Bioethics. 2023;37(2):192-198. doi: 10.1111/bioe.13104.
- Real R, Peter M, Trabalza A, et al. In vivo modeling of human neuron dynamics and Down syndrome. Science. 2018;362(6416). doi: 10.1126/science.aau1810
- Ou Y, Guo S. Safety risks and ethical governance of biomedical applications of synthetic biology. Front Bioeng Biotechnol. 2023;11:1292029. doi: 10.3389/fbioe.2023.1292029
- Hartung T, Morales Pantoja IE, Smirnova L. Brain organoids and organoid intelligence from ethical, legal, and social points of view. Front Artif Intell. 2023;6:1307613. doi: 10.3389/frai.2023.1307613
- Gao S, Fang A, Huang Y, et al. Empowering biomedical discovery with AI agents. Cell. 2024;187(22):6125-6151. doi: 10.1016/j.cell.2024.09.022
- Ahn SJ, Lee S, Kwon D, et al. Essential Guidelines for Manufacturing and Application of Organoids. Int J Stem Cells. ay 30 2024;17(2):102-112. doi: 10.15283/ijsc24047
- Clark AT, Cook-Andersen H, Franklin S, et al. Stem cell-based embryo models: The 2021 ISSCR stem cell guidelines revisited. Stem Cell Rep. 2025;20(6):102514. doi: 10.1016/j.stemcr.2025.102514
