SUMMARY
Recent advances in three dimensional (3D) culture systems have led to the generation of brain organoids that resemble different human brain regions; however, a 3D organoid model of the midbrain containing functional midbrain dopaminergic (mDA) neurons has not been reported. We developed a method to differentiate human pluripotent stem cells into a large multicellular organoid-like structure that contains distinct layers of neuronal cells expressing characteristic markers of human midbrain. Importantly, we detected electrically active and functionally mature mDA neurons and dopamine production in our 3D midbrain-like organoids (MLOs). In contrast to human mDA neurons generated using 2D methods or MLOs generated from mouse embryonic stem cells, our human MLOs produced neuromelanin-like granules that were structurally similar to those isolated from human substantia nigra tissues. Thus our MLOs bearing features of the human midbrain may provide a tractable in vitro system to study the human midbrain and its related diseases.
Graphical abstract
INTRODUCTION
The ability to make functional neural cells from human pluripotent stem cells (hPSCs) provides a unique opportunity to study human brain development and neurological disorders. Despite much progress, most protocols used to differentiate hPSCs into neurons are based on two-dimensional (2D) methods that are unlikely to recapitulate the complexity and function of three-dimensional (3D) in vivo neural circuits (Sasai, 2013). These limitations have prompted the development of 3D organoid models that mimic the organization and function of brain parts using hPSCs (Lancaster et al., 2013; Mariani et al., 2015; Muguruma et al., 2015; Pasca et al., 2015; Qian et al., 2016). In contrast to single-cell-type cultures, organoids consist of multiple cell types that self-organize spatially and can display enhanced cellular maturation and functionality, possibly due to the more appropriate 3D niche environment (Kelava and Lancaster, 2016).
Extensive research has focused on generating mDA neurons from hPSCs in recent years particularly because the selective loss of mDA neurons is a key pathological feature of Parkinson’s disease (Grealish et al., 2014). Here, report a method for differentiating hPSCs into human midbrain-like organoids (hMLOs) that recapitulate features of the midbrain and may be useful as a model for studying midbrain function and dysfunction.
RESULTS
Generation and characterization of hMLOs from hPSCs
To generate midbrain organoids, we applied a guided self-organizing principle to hPSC culture. First, human embryonic stem cells (hESCs) were dissociated to single cells to form uniformly sized (approximately 400 μm in diameter) embryoid bodies (EBs) in low-attachment, V-shaped 96-well dishes (Figure 1A). To promote neuroectodermal differentiation towards a floor plate, these EBs were simultaneously treated with the dual-SMAD inhibition factors (Noggin and SB431542) and a Wnt pathway activator (CHIR99021). The resulting EBs were patterned toward a mesencephalic fate upon addition of sonic hedgehog (SHH) and FGF8 (Arenas et al., 2014; Chambers et al., 2009; Kirkeby et al., 2012) (Figure 1A). At day 7, nascent neural organoids expressed markers of mDA progenitors such as FOXA2, OTX2, CORIN, and LMX1A (Figure S1A). Subsequently, each neuroectodermal spheroid was embedded in Matrigel to promote growth and organization in 3D (Figure 1A), and then transferred to a tissue culture plate containing neuronal media supplemented with neurotrophic factors (Figure 1A). The organoids were cultured in this manner on an orbital shaker until the day of analysis. These neural organoids grew to more than 2 mm in diameter in 30 days and contained multiple neuroepithelia (Figure 1A, S1B and C). Immunohistochemical analysis revealed that these neuroepithelia exhibited apical-basal polarity based on the localization of atypical protein kinase C (aPKC) (Figure S1D and E). Ki67+ proliferating cells and MAP2+ neurons were detected at the apical and the basal surface, respectively (Figure 1B). FACS analysis revealed that the percentage of Ki67+ cells decreased from 51% at day 25 to 19% at day 35; conversely, the proportion of MAP2+ cells increased 3.6-fold (Figure 1C). These data indicate that cells in the hMLOs gradually transitioned from proliferating neuroprogenitors to post-mitotic mature neurons. To further characterize the developing midbrain neuroepithelia, we labeled proliferating progenitor cells with EdU and stained for OTX2, a transcription factor that separates the midbrain from the hindbrain. OTX2 expression was observed in cells within the apical surface and extended to the intermediate region of the neuroepithlia (Figure 1D). Approximately 80% of all cells were OTX2+ and 35% of the cells within neuroepithelia were double positive for EdU and OTX2 (Figure 1E), demonstrating that proliferating cells near the apical region of hMLOs were midbrain progenitors.
Next, we examined the cytoarchitecture of the neural organoids at day 35. Similar to the layering of the murine embryonic midbrain floor plate that eventually gives rise to mDA neurons (Baizabal and Covarrubias, 2009), the hMLOs at day 35 showed three layers: the proliferative ventral zone (VZ), where neural progenitors reside; the intermediate zone (IZ), which immature mDA neurons pass through as they migrate ventrally; and the mantle zone (MZ), where maturing mDA neurons begin to express genes associated with the synthesis of dopamine (Figure 1F). In the VZ and IZ, the midbrain progenitors expressed MASH1 and OTX2 (Figure 1G and H). We also detected the orphan nuclear receptor NURR1, which is expressed in postmitotic mDA progenitors, in the IZ (Figure 1I) (Arenas et al., 2015). These data suggest that the features of our in vitro hMLOs are similar to those of early in vivo midbrains in aspect of developing neuroectoderm towards to floor plate.
Identification and verification of mDA neurons in hMLOs
Several studies have demonstrated that FOXA2, a floor plate marker, identifies neuronal progenitors that eventually become mDA neurons (Sasaki et al., 1997). We observed FOXA2 expression in developing hMLOs as early as day 4 (Figure 1J). Intriguingly, at day 14, FOXA2 expression became restricted to specific domains within the neuroepithelia, and by day 24, FOXA2-expressing cells presumably had migrated radially to the MZ (Figure 1J), where they began to express tyrosine hydroxylase (TH), a defining marker of DA neurons. Indeed at day 45 the majority of FOXA2+ cells (54%) also expressed TH (Figure 1K and L). Given that some of ventral forebrain progenitors could also express FOXA2 (Liu and Zhang, 2011), we sought to examine the expression of other mDA neuroprogenitor markers such as LMX1A and OTX2 together with FOXA2 in the hMLOs at day 14 and 45. We observed that 22% of cells at day 14 were double positive for LMX1A and OTX2 (Figure S1F and G). At day 45, 38% of all cells were LMX1A+, and most of them (81%) were also FOXA2+ (Figure S1H and I). We further observed that a major fraction of LMX1A+ cells (58%) expressed TH at this time (Figure 1M and N). These data strongly suggest that the majority of TH-positive neurons in the hMLOs likely originated from FOXA2+ and LMX1A+ progenitors, which were a subset of OTX2+ cells. In addition, we observed robust expression of the mDA markers in hMLOs by qPCR (Figure S1J). Taken together, these data demonstrated a time dependent induction of floor plate precursors and their subsequent differentiation into TH+ mDA neurons within the developing hMLOs.
To further quantify the neuronal populations within the hMLOs, we conducted FACS analysis. At day 35, 6% of the MAP2+ neurons in hMLOs co-expressed TH, and the number increased significantly to 22% by day 60 (Figure S1K–M). Approximately 29% were also positive for dopamine transporter (DAT) (Figure 1O and P). Intriguingly, at day 60, we observed that some of the TH+ neurons that were also positive for GIRK2, G-protein-gated inwardly rectifying K+ channel 2, which is an important protein with enriched expression in A9 subtype mDA neurons (Figure S1N). In addition, we observed occasional cells double-positive for TH and Calbindin, suggesting that they are likely to be A10-like subtype mDA neurons (Figure S1O). In sum, these data suggest that our neural organoids, after long-term culturing, produced A9-like mDA neurons which expressed TH, DAT, and GIRK2.
Transcriptional characterization of hMLOs
While the hMLOs consist of DA neurons that are typical of midbrain tissue, the cellular heterogeneity and structure of the organoid culture might allow us to model aspects that cannot be studied using 2D culture. To investigate this hypothesis, we generated gene expression profiles for our organoid model system and 2D grown mDA neurons (Figure S2A–D). Indeed, a large number of genes show differential expression between hMLOs and 2D-DA neurons (Figure 2A, Table S1). To test if the differences of hMLOs and 2D-DA neurons in transcriptomes reflect an upregulation of genes characteristic of brain development, we performed RNA-seq analyses from 10 human prenatal midbrain samples. A cluster analysis using the differentially expressed genes between hMLOs and 2D-DA neurons suggest that the hMLOs indeed show upregulation of genes that are expressed in human prenatal midbrain samples (Figure 2B). The genes that are differentially expressed in hMLOs compared to 2D-DA neurons significantly overlapped with differentially expressed genes in prenatal midbrain compared to 2D-DA neurons (Figure 2C and D, S2E, and Table S2, decreased expression: p=2.2e-248; increased expression: p=4.13e-313). Among the genes, which are expressed in hMLOs and prenatal midbrain but not in 2D-DA neurons, were those genes expressed in additional cell types, such as OLIG3 (oligodendrocyte gene) and SLC1A3 (glial cell gene) (Figure 2E). mDA neuron-specific genes were commonly expressed in all samples (Figure 2F). A comparison with publicly available 2D-DA neuron expression data (Lin et al., 2016) and data from adult midbrain, forebrain, and hindbrain (Consortium, 2015) further suggests that hMLOs are closer to prenatal midbrain (Figure S2F). Together, this analysis of transcriptome profiles indicates that hMLOs indeed resemble aspects of gene expression profiles of prenatal midbrain that appear to be absent from mDA neurons generated by conventional 2D method.
Identification of neuromelanin and A9-like mDA neurons in human MLOs
During the long-term culture of the hMLOs, we observed sparse, black/brown-colored deposits in hMLO by light microscopy after approximately 2 months. Furthermore, the number of these deposits gradually increased over time (Figure 3A). We hypothesized that these dark deposits were neuromelanin (NM), which are insoluble, black/brown granular pigments that accumulate in the substantia nigra pars compacta (SNpc) in humans and primates (Sulzer et al., 2000). To test this hypothesis, we performed Fontana-Masson staining and found that these deposits stained positive (Figure 3B and S3A). As shown in Figure 3B, large, rough, and darkly stained granules were observed within the neuronal cytosol, which were similar to the stained granules in human postmortem SNpc sections (Figure 3C). Some of these granules in the hMLOs could be observed outside of neuronal cells, indicating that these NMs granules could be secreted from mDA neurons within the hMLOs (Figure 3B). In contrast, we failed to detect Fontana-Masson-positive granules from 2D-DA neurons (Kriks et al., 2011) (data not shown) or human cerebral organoids (hCOs) (Figure S3B and C) grown at a comparable number of days in vitro. Over time the amount of NM granules increased drastically (Figure 3D). Importantly, scanning electron microscopy (SEM) and atomic force microscopy (AFM) revealed that NM granules isolated from the hMLOs exhibited similar morphological characteristics as those isolated from human postmortem SNpc tissue (Figure 3E and F, Figure S3D–F, Table S3).
Given that NM is a byproduct of DA synthesis in mDA neurons, the addition of an exogenous dopamine precursor (L-DOPA) or dopamine (DA) is expected to accelerate the accumulation of NM in younger hMLO (Fedorow et al., 2005). Indeed, we observed a robust distribution of NM-like granules in the hMLOs at day 45 following a 10-day treatment of L-DOPA (50 μM), or DA (50 μM), whereas no NM-like granules were observed in untreated hMLOs, or L-DOPA treated hCOs (Figure 3G and S3G). To determine whether the NM-containing cells were TH-positive, we immunostained adjacent sections from the same hMLO and observed TH-positive cells within the same area that displayed NM-like granules (Figure 3H). NM-like granules have been observed primarily in primates but not in mice (Fedorow et al., 2005). Intriguingly, no NM-like granules were observed in mouse ESC-derived MLOs (mMLOs) that contained TH-positive neurons (Figure 3H). These data indicated that only human mDA neurons grown in 3D could produce NM-like granules in situ.
To further characterize the NM-containing mDA neurons, we reasoned that NM-containing cells should be an enriched population of A9 mDA neurons which are present in SNpc, and thus used FACS to sort out NM-containing cells from hMLOs (Figure S3H and I). With this method, we could prospectively isolate NM+ cells in the hMLOs (approximately 7% of total cells) (Figure S3J and K). We confirmed that isolated NM-containing cells were enriched with mDA neurons by immnostaining of replated NM+ cells with antibodies against MAP2 and TH (Figure S3L).
We performed reverse transcription-specific target amplification on individual NM+ sorted cells and noted that the vast majority of NM-sorted cells (87%) expressed MAP2, but among these cells some were negative for TH (Figure S3M), possibly due to the uptake of extracellularly released NM granules by non-dopaminergic neurons. We then focused our analysis on TH+/MAP2+ cells and characterized their subtype identity by the Fluidigm Biomark Array. Not surprisingly, most cells expressed pan-DA neuronal markers including EN1/2 (Figure S3N). We also noted that SNpc-related genes were more highly expressed in NM-containing cells, compared to VTA-related genes (Figure S3N) (Poulin et al., 2014), consistent with the known association of NM with A9 but not A10 neurons. Expression of markers indicative of other neuronal lineages was largely absent (Figure S3O). Collectively, these data indicate that the NM-containing neurons in the hMLOs preferentially expressed markers of SNpc but not VTA, which corroborate well with our immunostaining data (Figure 1).
Functional maturation of dopaminergic neurons in hMLOs
To test whether the neurons in the hMLOs were electrically active and functionally mature. We sliced hMLOs into 350 μm sections and performed acute, targeted, whole-cell patch recordings (Figure 4A) (Pasca et al., 2015; Yuan et al., 2015). In voltage-clamp mode, neurons within the hMLOs showed fast, inactivating inward and outward currents, which likely corresponded to the opening of voltage-dependent sodium (Na+) and potassium (K+) channels, respectively (Figure 4B). The peak voltage-gated Na+- and K+-channel currents increased significantly from day 33 to day 65 (Figure 4C). Consistently, we observed a considerable decrease in membrane resistance (Rm) and increase in membrane capacitance (Cm), and these changes correlated with the functional maturation of the neurons (Table S4). Action potentials (APs) were elicited by depolarizing the membrane in current-clamp mode (Figure 4D) and APs could be elicited from the majority of hMLO neurons (69.23%, n=26) (Figure 4E and Table S4). Next, we investigated whether neurons within the hMLOs exhibited spontaneous synaptic transmission in situ and found that most of the recorded neurons showed spontaneous excitatory postsynaptic currents (sEPSCs) as well as spontaneous inhibitory postsynaptic currents (Figure 4F). In addition, we observed large-amplitude excitatory postsynaptic potentials (EPSPs >20pA) in response to extracellular electrical stimulation, demonstrating that the neurons inside the hMLOs participated in network activity (Figure 4G). More than 20% of neurons within the hMLOs showed rhythmic discharges, with an average frequency of 2.78 Hz (Figure 4H and I), and rebound depolarizations resulted in AP generation after short hyperporlization of neurons (Figure 4J), which are characteristics of mDA neurons (Pfisterer et al., 2011). The application of the specific D2/D3 receptor agonist quinpirole (1μM) markedly suppressed the firing of recorded neurons (Figure 4K and L), indicating the presence of functional dopamine receptors in mDA neurons within the hMLOs. Intriguingly, post hoc immunohistochemistry of the recorded neurons (labeled with biocytin) in the hMLOs revealed that most (n=8/10) were TH+, indicating that the recorded neurons were indeed mDA neurons (Figure 4M). Furthermore, HPLC measurements showed that the dopamine content within hMLOs gradually increased as they matured (Figure 4N). Taken together, these data indicate that mDA neurons within the hMLOs produced DA, exhibited mature neuronal properties, and were able to form synapses with other neurons within the hMLOs.
DISCUSSION
Here, we have demonstrated that hESCs can be steered to differentiate into midbrain progenitors, which subsequently self-organize into 3D hMLOs comprising of distinct cell layers with functional mDA neurons, but not the forebrain or the hindbrain (Figure S2G and H). Most approaches that have been developed so far utilized 2D monolayer cultures on flat and rigid substrates to differentiate hPSCs to mDA neurons (Arenas et al., 2015). Although 2D cell culture has proven to be a valuable method for cell-based studies, lack of the 3D environment and multiple cell types have often lead to inaccurate cellular responses, and fail to recapitulate important physiological features of tissue in vivo (Fatehullah et al., 2016).
TH+ neurons in the hMLOs exhibited biochemical and electrophysiological properties of mature mDA neurons and expressed functional dopamine receptors (Figure 4K and L). Intriguingly, these neurons receive inputs from other neuronal cells in the hMLOs, indicating that they make functional neuronal networks, demonstrating the potential utility of the hMLO in evaluating the degree of synaptic competence and connections. In our hMLOs, we observed other neuronal cells such as GABA-positive neurons (Figure S2I), consistent with in vivo midbrain (Korotkova et al., 2004). Although our transcriptome analysis showed that the hMLOs resemble prenatal midbrain and mDA neurons, future studies using single-cell transcriptome analysis may be required to further validate similarity of genetic expression program among them (Camp et al., 2015).
Strikingly, we found that human mDA neurons within 3D MLOs could produce NM-like granules while human mDA neurons in 2D culture and mouse mDA neurons within 3D MLOs did not. NM is a dark, complex, and insoluble pigment particularly concentrated in the mDA neurons of SN and in the noradrenergic neurons of locus coeruleus, the two brain areas mostly affected by PD (Fedorow et al., 2005). The origin and physiological function of NM remain controversial: several lines of evidence have demonstrated possible protective features of NM; however, many other studies concluded that NM is a toxic byproduct of dopamine synthesis in mDA neurons (Zecca et al., 2003) and that NM may trigger immune activation in PD patient’s brain (Zhang et al., 2011). The paucity of knowledge of NM has been due to the limited availability/accessibility of human NM, which could only be extracted from human post-mortem midbrain tissues. Given the robustness of our protocol to generate human mDA neurons that readily produce NM granules, our 3D hMLO provides a source of human DA neuron-derived NM in situ. Thus our method offers a potentially useful approach to study NM granules and associated proteins from PD patient-derived iPSC lines, which may shed light onto the underlying pathophysiological mechanisms of PD.
EXPERIMENTAL PROCEDURES
Cell culture and generation of human midbrain-like organoids (hMLOs)
The hESC lines H1 (WA01) and H9 (WA09) were cultured feeder-free on Matrigel (BD Biosciences) with mTeSR1 (Stemcell Technologies). hPSC lines before passage 40 were used to generate hMLOs. The hPSCs were dissociated to single cells to form uniform EBs in neuronal induction medium supplemented with 10 μM ROCK inhibitor Y27632 (Calbiochem). On day 4, hMLOs were cultured with the addition of midbrain patterning factors, 100 ng/ml SHH-C25II (R&D Systems) and 100 ng/ml FGF8 (R&D Systems) for 3 days. When neuroectodermal buds were started to extrude, the hMLOs were embedded in 30 μl of reduced growth factor Matrigel and grown in tissue growth induction medium containing 100 ng/ml SHH-C25II and 100 ng/ml FGF8. After 24 h, the hMLOs were embedded in Matrigel, were transferred into ultra-low-attachment 6-well-plates (Costar) contained the final organoid differentiation media, which supplemented with 10ng/ml BDNF (Peprotech), 10 ng/ml GDNF (Peprotech), 100 μM ascorbic acid (Sigma-Aldrich), and 125 μM db-cAMP (Sigma-Aldrich), and were cultured using an orbital shaker. The medium was replenished every 3 days. A detailed protocol of generating hMLOs is described in Supplemental Experimental Procedures.
Immunohistochemistry and neuromelanin staining
All of organoids and tissue samples were performed immunohistochemistry as described in Supplemental Experimental Procedures. Fontana-Masson staining to detect neuromelanin was performed according to the manufacturer’s protocol. A detailed description is available in the Supplemental Experiment Procedures.
RNA Sequencing and bioinformatics analysis
RNA-seq was performed using hMLOs, 2D-DA neurons, or post-mortem midbrain tissues (Table S5). For RNA-seq analysis, reads were mapped with TopHat2-2.0.12 (Kim et al., 2013), reads were counted using the R package GenomicAlignments (Lawrence et al., 2013), differential expression was calculated using DESeq2 (Love et al., 2014). A detailed description is available in the Supplemental Experiment Procedures.
Electrophysiology
Excitability and synaptic transmission of neurons within hMLOs were studied by whole-cell patch clamp in either voltage- or current-clamp mode. See also Supplemental Experimental Procedures.
Supplementary Material
Acknowledgments
We thank KL Lim and C Chou for generously sharing of reagents. We thank KA Gonzales, YS Chan, YS Lim for assistance with experiments and intellectual discussion. We also thank O Pletnikova and J Troncoso for generously providing postmortem midbrain tissue samples. This work was supported by Singapore Ministry of Education Academic Research Fund (MOE2012-T2-1-021), Agency for Science, Technology and Research (A*STAR) Translational Collaborative Research Partnership Grant (TCRP, 13/1/96/688), Duke-NUS Signature Research Program Block Grant (to H.S.J.), National Medical Research Council Translational and Clinical Flagship grant (E.K.T. and H.H.N.) and A*STAR (H.H.N).
Footnotes
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ACCESSION NUMBERS
The accession number for the RNA-seq data is E-MTAB-4868.
Electrophysiology
Excitability and synaptic transmission of neurons within the hMLOs were recorded using whole-cell patch clamp recording. See also Supplemental Experimental Procedures.
SUPPLEMENTAL INFORMATION
Supplemental information for this article includes 3 figures, 5 tables, and Supplemental Experimental Procedures.
AUTHOR CONTRIBUTIONS
J.J. conceived, designed, conducted experiments, and analyzed data; Y.X. performed electrophysiological recordings; H.D.T. and A.X.S. contributed idea and experimental design; E.C. and J.G. analyzed RNA-seq data; Z.Y.T performed flow cytometry analysis; H.D.T. and T.Y.S. cultured 2D-DA neurons; C.P.T. performed histological experiment; H.L. and Y.L. performed HPLC experiment; D.K. and H.S.K. isolated neuromelanin from human postmortem midbrain and provided postmortem human midbrain tissue slices; S.O.K., J.H.P., and N.J.C. performed SEM and AFM imaging and analyzed data; T.M.H. and J.E.K. provided human brain tissue and performed dissection; J.H.S. and D.R.W. performed RNA-seq on human prenatal midbrain; E.K.T. provided reagents; E.K.T., H.S.J., and H.H.N supervised the project. J.J., A.X.S., J.G., H.S.J., and H.H.N. wrote the paper.
COMPETING FINANCIAL INTERESTS
The authors declare no competing financial interests.
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