Table 2 Overview of hPSC-derived ASD genetic modeling.

From: Human pluripotent stem cell (hPSC) and organoid models of autism: opportunities and limitations

Genetic variant type

Model system (guided vs unguided, 2D vs 3D)

Genetic variant

References

Phenotyping

Unique phenotypes/findings

Summary

CNV

Guided forebrain and dissociated cultures

22q11.2 DEL

Khan et al. [148]

Bulk/single-cell transcriptomics, calcium imaging, CRISPR/Cas9-mediated gene editing, ICC

Rescue of abnormal calcium phenotype with antipsychotic

Transcriptional profiling and phenotyping across 100 days showed disruptions in neuronal excitability genes and calcium imaging

 

Guided corticostriatal assembloids

22q13.3 DEL

Miura et al. [62]

Single-cell transcriptomics, optogenetics, calcium imaging

Hyperactivity of medium spiny neurons was only apparent in assembloid model

Defects in corticostriatal connectivity and abnormal calcium signaling

 

Guided cortical organoids

15q13.3 DUP

Meganathan et al. [209]

Bulk transcriptomics, neurite outgrowth assays, ICC

Pharmacological rescue of neuron migration and ER stress

Elevated endoplasmic reticulum stress, increased NPC proliferation, disrupted Wnt and axon guidance signaling

 

Guided cortical organoids

16p11.2 DEL & DUP

Urresti et al. [111]

Bulk transcriptomics, proteomics, cellular and molecular studies

Gene-dosage-dependent changes in organoid size in 16p11.2 duplication and deletion lines

Micro- and macrocephaly associated with duplication and deletion, respectively, dysregulated neuronal maturation, migration, and synaptic processes

 

Guided cortical organoids and dissociated cultures

7q11.23 DEL & DUP

Mihailovich et al. [210]

Ribosomal profiling, transcriptomics, proteomics,

Identified the REST pathway as a key mediator to 7q11.23 duplication

Gene-dosage effects on neuron excitability and differentiation in 7q11.23 DEL and DUP patients

 

Guided forebrain organoids

17p13.3 DEL

Iefremova et al. [211]

Molecular assays, gene rescue, drug rescue, ICC

Rescue of abnormal morphology through Wnt signaling

Disruptions in ventricular zone architecture and premature neuronal differentiation

 

NPCs and cortical neurons

7q11.23 DEL

Chailangkarn et al. [19]

Bulk transcriptomics, calcium imaging, MEA, electrophysiology, neuronal morphology studies

Established the role of a single gene within the CNV that drives cellular phenotypes and viability in NPCs

Reduced viability in 7q11.23 DEL NPCs, and excessive dendritic growth in both iPSC- and postmortem- derived neurons

 

NGN2-induced neurons

7q11.23 DUP

Cavallo et al. [212]

Drug screening, molecular studies

Performed a high-throughput drug screen from a library of 1000 compounds on patient-derived 2D glutamatergic neurons

Identified multiple HDAC-inhibitor compounds that were capable of rescuing expression of a prominent 17q11.2 driver gene

 

NGN2-induced neurons

15q13.3 DEL

Unda et al. [18]

MEA, Electrophysiology, cellular morphology

Characterizing the proteomic network of CNV driver genes in a model of ASD

15q13.3 DEL NGN2 neurons display reduced synaptic maturation and altered AIS phenotypes in an OTUD7A-dependent manner

 

NPC and cortical neurons cultures

Xp11.2 DEL

Ross et al. [213]

Electrophysiology, molecular studies, CRISPR editing

Examined the effects of locus deletions on neural circuitry

Reduced miniature excitatory postsynaptic current frequency and NMDA receptor function

 

Unguided neural organoids

7q11.2 DEL

Wegscheid et al. [214]

Bulk transcriptomics, ICC, molecular assays

Identified Ras-depending increases in NPC proliferation

7q11.2 DEL patient-derived organoids show increased NPC proliferation, disrupted neural differentiation, and increased neural death

 

Unguided neural organoids

17p13.3 DEL

Bershteyn et al. [215]

Single-cell transcriptomics, time-lapse imaging, ICC

Identified mitotic defects in human-specific outer radial glia populations

Reduced migration of cells during neurite outgrowth, increased apoptosis of cells lining VZ-like rosettes

Single gene KO or SNP

Guided forebrain organoids

CNTNAP2

de Jong et al. [216]

Single-cell and bulk transcriptomics, CRISPR Correction, light sheet microscopy, ICC

CRISPR Correction was capable of rescuing both morphological and transcriptomic alterations in patient-derived lines

CNTNAP2 is predominantly expressed in several excitatory neuron subpopulations, and leads to cortical overgrowth

 

Guided cortical organoids

DISC1

Qian et al. [217]

ICC, cellular assays

Study improved nutrient flow and lamination by cutting cortical organoids into thick organotypic organoid slices

Laminar disruptions and deficits in cortical neuron fate

 

Guided forebrain organoids

FMRP

Raj et al. [218]

Bulk transcriptomics, protein translation assays, flow cytometry, ICC

PI3K pathway was identified as a key regulator to the abnormal protein translation

Fragile X-Derived NPCs show global increases in protein translation

 

Guided cortical organoids

MECP2

Trujillo et al. [219]

MEA, drug screening, CRISPR/Cas9-mediated gene editing

Drug screen in cortical organoids showed increased gene expression in neurotransmitter markers

Partial, but not the complete rescue of network activity was achieved with the use of two pharmacological compounds

 

Guided cortical organoids

PTEN

Pigoni et al. [220]

Single-cell and spatial transcriptomics, proteomics

Despite differences in early phenotypes, all lines showed consistent disruptions in the signaling of local circuits

Defects in outer radial glia progenitors and deep-layer projection neurons are influenced by the patient background

 

Guided cortical organoids

SUV420H1, ARID1B and CHD8

Paulsen et al. [221]

Single-cell transcriptomics, snATAC-Seq, MEA, Calcium imaging, proteomics

GABAergic interneurons and deep-layer projection neurons were identified as the vulnerable cell type. Divergence was mainly identified in the molecular targets of the risk genes

Identified phenotypic convergence of ASD-risk gene-derived organoids on asynchronous neuronal development

 

Guided cortical organoids

TCF4

Papes et al. [222]

MEA, scRNA Seq, CRISPR/Cas9-mediated gene editing and correction, drug rescue, ICC

TCF4-mediated Wnt signaling disruptions lead to reduced expression of SOX genes

Reduced NPC proliferation and impaired neuronal differentiation

 

Guided cortical organoids

UBE3A

Sun et al. [223]

Electrophysiology, drug rescue, and molecular and mouse model studies

Treatment with potassium channel antagonist rescued seizure phenotype in both mouse and human models

Hyperexcitability phenotype in addition to increased synchronous firing

 

Unguided neural organoids

UBE3A

Sen et al. [224]

Calcium imaging, drug rescue, ICC

Paternal UBE3A was shown to be silenced in early-stage cerebral organoids

Aberrant localization of UBE3A in mutant cerebral organoids that is partially rescued by topoisomerase inhibitors

 

Unguided forebrain assembloids

CACNA1C

Birey et al. [57];

Birey et al. [81]

Bulk transcriptomics, live cell imaging, calcium imaging

Novel protocol for the formation of assembloids

Irregular interneuron migration saltation which was partially rescued by an L-type calcium channel blocker and GABA receptor antagonist

 

Unguided neural organoids

CHD8

Villa et al. [225]

Single-cell transcriptomics, CRISPR/Cas9-mediated gene editing, ICC

CHD8 haploinsufficiency models display impaired neurodevelopmental trajectories with accelerated inhibitory neuron development and impaired excitatory neuron development

Macrocephalic presentations and altered mRNA processing in mature neurons

 

Unguided neural organoids

CHD8

Wang et al. [226]

Bulk transcriptomics, CRISPR/Cas9-mediated gene editing

Found convergence of DEGs and pathways dysregulated in ASD, bipolar disorder, and schizophrenia

Dysregulation in genes involved in neuronal migration

 

Unguided neural organoids

MECP2

Mellios et al. [227]

Electroporation, sh-mediated knockdown, microRNA profiling, mouse in vivo studies

MECP2 regulates several miRNAs that are candidates for rescuing disease pathology

MECP2 regulates several miRNAs involved in early human neurogenesis, and KO models display alterations in AKT/ERK signaling

 

Unguided neural organoids

RAB39b

Zhang et al. [228]

CRISPR/Cas9-mediated gene editing

RAB39b operates through PI3K-AKT-mTOR signaling

Mutations in RAB39b result in macrocephalic-phenotypes and hyperproliferative NPCs with defective differentiation capacities

 

Unguided neural organoids

CDK5RAP2

Lancaster et al. [49]

ICC, gene rescue, molecular studies

Proof of principal in modeling microcephalic disorders that are often ASD- associated

Disrupted symmetrical: asymmetrical division in patient-derived cerebral organoids

 

Unguided neural organoids

ACTL6B

Wenderski et al. [229]

Bulk transcriptomics, ATAC-Seq, exome sequencing, molecular assays, mouse studies

Insight into chromatin regulation in a model of ASD

Alterations in activity-dependent transcription

 

Unguided neural organoids

SHANK3

Malara et al. [230]

Electron microscopy, ICC, molecular assays

Rare cell type identified in cerebral organoids shows promise to study disorders of CNS myelination in models of ASD

Alterations in myelin-producing cells

 

Unguided neural organoids

SHANK3

Wang et al. [231]

Single-cell transcriptomics, electrophysiology, CRISPR/Cas9-mediated gene editing, ICC

Protocol included formation of neural organoids from single rosettes, SHANK3 model showed impaired RhoA Signaling

Deficits in intrinsic excitability and reductions in several clustered protocadherins

Idiopathic

Unguided neural organoids

N/A

Mariani et al. [232]

Bulk transcriptomics, electrophysiology, ICC

Recapitulated the phenotype with RNAi of FOXG1

FOXG1 overexpression causes an increase in inhibitory neuron formation found amongst patients with idiopathic autism

 

Unguided neural organoids

N/A

Ilieva et al. [164]

Proteomics, metabolic studies, ICC

Identified potential biomarkers and metabolic deficiencies in cerebral organoids derived from individuals with idiopathic autism

Reduced glutamate release and spontaneous firing rate in neurons

 

Astrocyte and mature neural co-cultures

N/A

Russo et al. [106]

MEA phenotyping, molecular studies

ASD-derived astrocytes hindered the maturation of neurons derived from control lines

Reduced synaptic and glutamatergic activity in neurons. Morphologic and synaptogenesis impairments were rescued by co-culture with control astrocytes lines

  1. ASD autism spectrum disorder, ICC immunocytochemistry, NPC neural progenitor cell, MEA multielectrode array, SEM scanning electron microscopy, snATC Seq single-nucleus assay for transposase-accessible chromatin.