Single-cell brain organoid screening identifies developmental defects in autism
Chong V. LiiD, Jonas Simon FleckiD, Catarina Martins‐CostaiD, Thomas Rainer BurkardiD, Jan ThemanniD, Marlene StuempfleniD, Angela Maria Peer, Ábel VértesyiD, Jamie B. LittleboyiD, Christopher EskiD, Ulrich EllingiD, Gregor J. KasprianiD, Nina S. CorsiniiD, Barbara TreutleiniD, Juergen A. KnoblichiD
Abstract
Development of the human brain involves processes that are not seen in many other species, but can contribute to neurodevelopmental disorders (1-4). Cerebral organoids can be used to investigate neurodevelopmental disorders in a human context but are limited by variability and low throughput. We have developed the CRISPR-human organoids-scRNA-seq (CHOOSE) system that utilizes verified pairs of gRNAs, inducible CRISPR/Cas9-based genetic disruption, and single-cell transcriptomics for pooled loss-of-function screening in mosaic organoids. Genetic perturbations of 36 high-risk autism spectrum disorder (ASD) genes related to transcriptional regulation allowed us to identify their effects on cell fate determination and discover developmental stages susceptible to ASD gene perturbations. We construct a developmental gene regulatory network (GRN) of cerebral organoids from single-cell multiomic data including transcriptome and chromatin modalities and identify ASD-associated and perturbation-enriched regulatory modules. We show that perturbing members of the BAF chromatin remodeling complex leads to an expanded population of ventral telencephalon progenitors. Specifically, the BAF subunit ARID1B controls the fate transitions of progenitors to oligodendrocyte precursor cells and interneurons, which we confirmed in patient-specific induced pluripotent stem cell (iPSC) derived organoids. Our study paves the way for phenotypically characterizing disease susceptibility genes in human organoid models with cell type, developmental trajectory, and gene regulatory network readouts.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 288
- FWCI
- 25.32
- Field percentile
- top 1%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Molecular and network disruptions in neurodevelopment uncovered by single cell transcriptomics analysis of CHD8 heterozygous cerebral organoids
Maider Astorkia, Yang Liu, … Deyou Zheng·HeliyonPeer-reviewed·Jul 1, 2024
- Human brain organoids reveal accelerated development of cortical neuron classes as a shared feature of autism risk genes
Bruna da Silveira Paulsen, Silvia Velasco, … Paola Arlotta·bioRxiv·Nov 10, 2020
- Enhancer-driven regulatory network of forebrain human development provides insights into autism
Alexandre Jourdon, Jessica Mariani, … Flora Maria Vaccarino·bioRxiv·Sep 6, 2023
- Identifying cell type specific driver genes in autism-associated copy number loci from cerebral organoids
Elaine T. Lim, Yingleong Chan, … George McDonald Church·Nature CommunicationsPeer-reviewed·Jun 10, 2022
- AI-driven framework modeling perturbation in brain organoids reveals candidate genes for autism
In Gyeong Koh, Eunhyong Chang, … Joon‐Yong An·bioRxiv·Aug 26, 2026
- CHD8 haploinsufficiency alters the developmental trajectories of human excitatory and inhibitory neurons linking autism phenotypes with transient cellular defects
Carlo Emanuele Villa, Cristina Cheroni, … Gaia Novarino·bioRxiv·Nov 26, 2020