Scientific Resources

The developmental pathway for human megakaryocytes remains unclear and the definition of pure unipotent megakaryocyte progenitor is still controversial. Using single-cell transcriptome analysis,we have identified a cluster of cells within immature hematopoietic stem and progenitor cell populations that specifically express genes related to the megakaryocyte lineage. We used CD41 as a positive marker to identify these cells within the CD34(+)CD38(+)IL-3Rα(dim)CD45RA(-) common myeloid progenitor (CMP) population. These cells lacked erythroid and granulocyte/macrophage potential,but exhibited robust differentiation into the megakaryocyte lineage at a high frequency,both in vivo and in vitro The efficiency and expansion potential of these cells exceeded those of conventional bipotent megakaryocyte/erythrocyte progenitors. Accordingly,the CD41(+) CMP was defined as a unipotent megakaryocyte progenitor (MegP) that is likely to represent the major pathway for human megakaryopoiesis,independent of canonical megakaryocyte-erythroid lineage bifurcation. In the bone marrow of patients with essential thrombocythemia,the MegP population was significantly expanded in the context of a high burden of Janus kinase 2 mutations. Thus,the prospectively isolatable and functionally homogeneous human MegP will be useful for the elucidation of the mechanisms underlying normal and malignant human hematopoiesis. View Publication

Brain-derived microvascular endothelial cells (BMECs),which play a central role in blood brain barrier (BBB),can be used for the evaluation of drug transport into the brain. Although human BMEC cell lines have already been reported,they lack original properties such as barrier integrity. Pluripotent stem cells (PSCs) can be used for various applications such as regenerative therapy,drug screening,and pathological study. In the recent study,an induction method of BMECs from PSCs has been established,making it possible to more precisely study the in vitro human BBB function. Here,using induced pluripotent stem (iPS) cell-derived BMECs,we examined the effects of oxygen-glucose deprivation (OGD) and OGD/reoxygenation (OGD/R) on BBB permeability. OGD disrupted the barrier function,and the dysfunction was rapidly restored by re-supply of the oxygen and glucose. Interestingly,TNF-α,which is known to be secreted from astrocytes and microglia in the cerebral ischemia,prevented the restoration of OGD-induced barrier dysfunction in an apoptosis-independent manner. Thus,we could establish the in vitro BBB disease model that mimics the cerebral ischemia by using iPS cell-derived BMECs. View Publication

Forward genetic screens are powerful tools for the unbiased discovery and functional characterization of specific genetic elements associated with a phenotype of interest. Recently,the RNA-guided endonuclease Cas9 from the microbial CRISPR (clustered regularly interspaced short palindromic repeats) immune system has been adapted for genome-scale screening by combining Cas9 with pooled guide RNA libraries. Here we describe a protocol for genome-scale knockout and transcriptional activation screening using the CRISPR-Cas9 system. Custom- or ready-made guide RNA libraries are constructed and packaged into lentiviral vectors for delivery into cells for screening. As each screen is unique,we provide guidelines for determining screening parameters and maintaining sufficient coverage. To validate candidate genes identified by the screen,we further describe strategies for confirming the screening phenotype,as well as genetic perturbation,through analysis of indel rate and transcriptional activation. Beginning with library design,a genome-scale screen can be completed in 9-15 weeks,followed by 4-5 weeks of validation. View Publication

BACKGROUND CHD8 (chromodomain helicase DNA-binding protein 8),which codes for a member of the CHD family of ATP-dependent chromatin-remodeling factors,is one of the most commonly mutated genes in autism spectrum disorders (ASD) identified in exome-sequencing studies. Loss of function mutations in the gene have also been found in schizophrenia (SZ) and intellectual disabilities and influence cancer cell proliferation. We previously reported an RNA-seq analysis carried out on neural progenitor cells (NPCs) and monolayer neurons derived from induced pluripotent stem (iPS) cells that were heterozygous for CHD8 knockout (KO) alleles generated using CRISPR-Cas9 gene editing. A significant number of ASD and SZ candidate genes were among those that were differentially expressed in a comparison of heterozygous KO lines (CHD8(+/-)) vs isogenic controls (CHD8(+/-)),including the SZ and bipolar disorder (BD) candidate gene TCF4,which was markedly upregulated in CHD8(+/-) neuronal cells. METHODS In the current study,RNA-seq was carried out on CHD8(+/-) and isogenic control (CHD8(+/+)) cerebral organoids,which are 3-dimensional structures derived from iPS cells that model the developing human telencephalon. RESULTS TCF4 expression was,again,significantly upregulated. Pathway analysis carried out on differentially expressed genes (DEGs) revealed an enrichment of genes involved in neurogenesis,neuronal differentiation,forebrain development,Wnt/β-catenin signaling,and axonal guidance,similar to our previous study on NPCs and monolayer neurons. There was also significant overlap in our CHD8(+/-) DEGs with those found in a transcriptome analysis carried out by another group using cerebral organoids derived from a family with idiopathic ASD. Remarkably,the top DEG in our respective studies was the non-coding RNA DLX6-AS1,which was markedly upregulated in both studies; DLX6-AS1 regulates the expression of members of the DLX (distal-less homeobox) gene family. DLX1 was also upregulated in both studies. DLX genes code for transcription factors that play a key role in GABAergic interneuron differentiation. Significant overlap was also found in a transcriptome study carried out by another group using iPS cell-derived neurons from patients with BD,a condition characterized by dysregulated WNT/β-catenin signaling in a subgroup of affected individuals. CONCLUSIONS Overall,the findings show that distinct ASD,SZ,and BD candidate genes converge on common molecular targets-an important consideration for developing novel therapeutics in genetically heterogeneous complex traits. View Publication

Neural cultures derived from Huntington's disease (HD) patient-derived induced pluripotent stem cells were used for 'omics' analyses to identify mechanisms underlying neurodegeneration. RNA-seq analysis identified genes in glutamate and GABA signaling,axonal guidance and calcium influx whose expression was decreased in HD cultures. One-third of gene changes were in pathways regulating neuronal development and maturation. When mapped to stages of mouse striatal development,the profiles aligned with earlier embryonic stages of neuronal differentiation. We observed a strong correlation between HD-related histone marks,gene expression and unique peak profiles associated with dysregulated genes,suggesting a coordinated epigenetic program. Treatment with isoxazole-9,which targets key dysregulated pathways,led to amelioration of expanded polyglutamine repeat-associated phenotypes in neural cells and of cognitive impairment and synaptic pathology in HD model R6/2 mice. These data suggest that mutant huntingtin impairs neurodevelopmental pathways that could disrupt synaptic homeostasis and increase vulnerability to the pathologic consequence of expanded polyglutamine repeats over time. View Publication

Anorexia nervosa (AN) is a complex and multifactorial disorder occurring predominantly in women. Despite having the highest mortality among psychiatric conditions,it still lacks robust and effective treatment. Disorders such as AN are most likely syndromes with multiple genetic contributions,however,genome-wide studies have been underpowered to reveal associations with this uncommon illness. Here,we generated induced pluripotent stem cells (iPSCs) from adolescent females with AN and unaffected controls. These iPSCs were differentiated into neural cultures and subjected to extensive transcriptome analysis. Within a small cohort of patients who presented for treatment,we identified a novel gene that appears to contribute to AN pathophysiology,TACR1 (tachykinin 1 receptor). The participation of tachykinins in a variety of biological processes and their interactions with other neurotransmitters suggest novel mechanisms for how a disrupted tachykinin system might contribute to AN symptoms. Although TACR1 has been associated with psychiatric conditions,especially anxiety disorders,we believe this report is its first association with AN. Moreover,our human iPSC approach is a proof-of-concept that AN can be modeled in vitro with a full human genetic complement,and represents a new tool for understanding the elusive molecular and cellular mechanisms underlying the disease. View Publication

Cerebral organoids recapitulate human brain development at a considerable level of detail,even in the absence of externally added signaling factors. The patterning events driving this self-organization are currently unknown. Here,we examine the developmental and differentiative capacity of cerebral organoids. Focusing on forebrain regions,we demonstrate the presence of a variety of discrete ventral and dorsal regions. Clearing and subsequent 3D reconstruction of entire organoids reveal that many of these regions are interconnected,suggesting that the entire range of dorso-ventral identities can be generated within continuous neuroepithelia. Consistent with this,we demonstrate the presence of forebrain organizing centers that express secreted growth factors,which may be involved in dorso-ventral patterning within organoids. Furthermore,we demonstrate the timed generation of neurons with mature morphologies,as well as the subsequent generation of astrocytes and oligodendrocytes. Our work provides the methodology and quality criteria for phenotypic analysis of brain organoids and shows that the spatial and temporal patterning events governing human brain development can be recapitulated in vitro. View Publication

GABAergic interneurons are essential for neural circuit function,and their loss or dysfunction is implicated in human neuropsychiatric disease. In vitro methods for interneuron generation hold promise for studying human cellular and functional properties and,ultimately,for therapeutic cell replacement. Here we describe a protocol for generating cortical interneurons from hESCs and analyze the properties and maturation time course of cell types using single-cell RNA-seq. We find that the cell types produced mimic in vivo temporal patterns of neuron and glial production,with immature progenitors and neurons observed early and mature cortical neurons and glial cell types produced late. By comparing the transcriptomes of immature interneurons to those of more mature neurons,we identified genes important for human interneuron differentiation. Many of these genes were previously implicated in neurodevelopmental and neuropsychiatric disorders. View Publication

Generation of midbrain dopaminergic (mDA) neurons from human pluripotent stem cells provides a platform for inquiry into basic and translational studies of Parkinson's disease (PD). However,heterogeneity in differentiation in vitro makes it difficult to identify mDA neurons in culture or in vivo following transplantation. Here,we report the generation of a human embryonic stem cell (hESC) line with a tyrosine hydroxylase (TH)-RFP (red fluorescent protein) reporter. We validated that RFP faithfully mimicked TH expression during differentiation. Use of this TH-RFP reporter cell line enabled purification of mDA-like neurons from heterogeneous cultures with subsequent characterization of neuron transcriptional and epigenetic programs (global binding profiles of H3K27ac,H3K4me1,and 5-hydroxymethylcytosine [5hmC]) at four different stages of development. We anticipate that the tools and data described here will contribute to the development of mDA neurons for applications in disease modeling and/or drug screening and cell replacement therapies for PD. View Publication

Spinal muscular atrophy (SMA),an autosomal recessive neuromuscular disease,is the leading monogenic cause of infant mortality. Homozygous loss of the gene survival of motor neuron 1 (SMN1) causes the selective degeneration of lower motor neurons and subsequent atrophy of proximal skeletal muscles. The SMN1 protein product,survival of motor neuron (SMN),is ubiquitously expressed and is a key factor in the assembly of the core splicing machinery. The molecular mechanisms by which disruption of the broad functions of SMN leads to neurodegeneration remain unclear. We used an antisense oligonucleotide (ASO)-based inducible mouse model of SMA to investigate the SMN-specific transcriptome changes associated with neurodegeneration. We found evidence of widespread intron retention,particularly of minor U12 introns,in the spinal cord of mice 30 d after SMA induction,which was then rescued by a therapeutic ASO. Intron retention was concomitant with a strong induction of the p53 pathway and DNA damage response,manifesting as γ-H2A.X positivity in neurons of the spinal cord and brain. Widespread intron retention and markers of the DNA damage response were also observed with SMN depletion in human SH-SY5Y neuroblastoma cells and human induced pluripotent stem cell-derived motor neurons. We also found that retained introns,high in GC content,served as substrates for the formation of transcriptional R-loops. We propose that defects in intron removal in SMA promote DNA damage in part through the formation of RNA:DNA hybrid structures,leading to motor neuron death. View Publication

The pig is the large animal model of choice for study of nerve regeneration and wound repair. Availability of porcine sensory neural cells would conceptually allow for analogous cell-based peripheral nerve regeneration in porcine injuries of similar severity and size to those found in humans. After recently reporting that porcine (or pig) induced pluripotent stem cells (piPSCs) differentiate into neural rosette (NR) structures similar to human NRs,here we demonstrate that pig NR cells could differentiate into neural crest cells and other peripheral nervous system-relevant cell types. Treatment with either bone morphogenetic protein 4 or fetal bovine serum led to differentiation into BRN3A-positive sensory cells and increased expression of sensory neuron TRK receptor gene family: TRKA,TRKB,and TRKC. Porcine sensory neural cells would allow determination of parallels between human and porcine cells in response to noxious stimuli,analgesics,and reparative mechanisms. In vitro differentiation of pig sensory neurons provides a novel model system for neural cell subtype specification and would provide a novel platform for the study of regenerative therapeutics by elucidating the requirements for innervation following injury and axonal survival. View Publication

Ion channels and transporters have increasingly recognized roles in cancer progression through the regulation of cell proliferation,migration,and death. Glioblastoma stem-like cells (GSCs) are a source of tumor formation and recurrence in glioblastoma multiforme,a highly aggressive brain cancer,suggesting that ion channel expression may be perturbed in this population. However,little is known about the expression and functional relevance of ion channels that may contribute to GSC malignancy. Using RNA sequencing,we assessed the enrichment of ion channels in GSC isolates and non-tumor neural cell types. We identified a unique set of GSC-enriched ion channels using differential expression analysis that is also associated with distinct gene mutation signatures. In support of potential clinical relevance,expression of selected GSC-enriched ion channels evaluated in human glioblastoma databases of The Cancer Genome Atlas and Ivy Glioblastoma Atlas Project correlated with patient survival times. Finally,genetic knockdown as well as pharmacological inhibition of individual or classes of GSC-enriched ion channels constrained growth of GSCs compared to normal neural stem cells. This first-in-kind global examination characterizes ion channels enriched in GSCs and explores their potential clinical relevance to glioblastoma molecular subtypes,gene mutations,survival outcomes,regional tumor expression,and experimental responses to loss-of-function. Together,the data support the potential biological and therapeutic impact of ion channels on GSC malignancy and provide strong rationale for further examination of their mechanistic and therapeutic importance. View Publication