Sunday, September 24, 2023

Cerebral organoids Reveal The Genetic Origins of Autism Spectrum Disorder at high speed and high throughput and multiple mutations simultaneously

Amazing stuff! Potentially a breakthrough! This is stunning!

"... With a revolutionizing novel system that combines brain organoid technology and intricate genetics, researchers can now comprehensively test the effect of multiple mutations in parallel and at a single-cell level within human brain organoids. This technology ... permits the identification of vulnerable cell types and gene regulatory networks that underlie autism spectrum disorders. ...
Compared to other animal species, the human brain has a mind of its own. To develop, the human brain relies on processes unique to humans, allowing us to build an intricately layered and connected cortex. These unique processes also make neurodevelopmental disorders more likely in humans. As an example, many genes conferring a high risk of developing autism spectrum disorder (ASD) are crucial for cortex development. Although clinical studies have shown causality between multiple genetic mutations and autism, researchers still do not understand how these mutations lead to brain developmental defects – and because of the uniqueness of human brain development, animal models are of limited use. ...
To help crack this black box open, researchers ... developed a technique to screen a complete set of key transcriptional regulator genes linked to autism. This development is especially impactful since the genes of interest can be examined simultaneously within a single mosaic organoid, marking the beginning of an era of intricate, efficient, and expedient genetic screening in human tissue. In the newly developed system, called “CHOOSE” (CRISPR-human organoids-scRNA-seq), each cell in the organoid carries at most one mutation in a specific ASD gene. The researchers could trace each mutation’s effect at a single-cell level and map each cell’s developmental trajectory. “With this high-throughput methodology, we can systematically inactivate a list of disease-causing genes. As the organoids carrying these mutations grow, we analyze the effect of each mutation on the development of each cell type,” ...
With the CHOOSE system ... advance research on disease-causing genes by a whole leap, providing researchers with access to a versatile and high-throughput method that can be applied to any disease and in any human model system. Importantly, CHOOSE considerably speeds up the analysis in comparison to traditional genetic loss-of-function approaches. “We can see the consequence of every mutation in one experiment, thus shortening the analysis time dramatically in comparison to traditional methods, using an approach that for decades was only possible in organisms like the fruit fly” ...
Using the CHOOSE system, the researchers show that mutations of 36 genes, known to put carriers at high risk of autism, lead to specific cell type changes in the developing human brain. They identified critical transcriptional changes regulated through common networks, called “gene regulatory networks” or GRNs. A GRN is a set of molecular regulators that interact with each other to control a specific cell function ... “We demonstrated that some cell types are more susceptible than others during brain development and identified the networks that are most vulnerable to autism mutations,” ..."

From the abstract:
"The development of the human brain involves unique processes (not observed in many other species) that can contribute to neurodevelopmental disorders. Cerebral organoids enable the study of neurodevelopmental disorders in a human context. We have developed the CRISPR–human organoids–single-cell RNA sequencing (CHOOSE) system, which uses verified pairs of guide RNAs, inducible CRISPR–Cas9-based genetic disruption and single-cell transcriptomics for pooled loss-of-function screening in mosaic organoids. Here we show that perturbation of 36 high-risk autism spectrum disorder genes related to transcriptional regulation uncovers their effects on cell fate determination. We find that dorsal intermediate progenitors, ventral progenitors and upper-layer excitatory neurons are among the most vulnerable cell types. We construct a developmental gene regulatory network of cerebral organoids from single-cell transcriptomes and chromatin modalities and identify autism spectrum disorder-associated and perturbation-enriched regulatory modules. Perturbing members of the BRG1/BRM-associated factor (BAF) chromatin remodelling complex leads to enrichment of ventral telencephalon progenitors. Specifically, mutating the BAF subunit ARID1B affects the fate transition of progenitors to oligodendrocyte and interneuron precursor cells, a phenotype that we confirmed in patient-specific induced pluripotent stem cell-derived organoids. Our study paves the way for high-throughput phenotypic characterization of disease susceptibility genes in organoid models with cell state, molecular pathway and gene regulatory network readouts."

Artificial Brain Reveals The Genetic Origins of Autism Spectrum Disorder : ScienceAlert (secondary news source)



Fig. 1: The CHOOSE system for multiplexed screening of ASD risk genes in human cerebral organoids.


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