The material in the accompanying sequence listing is hereby incorporated by reference into this application. The accompanying sequence listing text file, named NYS_015WOUS_SEQ_L.txt, was created on Nov. 22, 2021, and is 2,322 bytes. The file can be accessed using Microsoft Word on a computer that uses Windows OS.
The present invention relates generally to cell culture, and more particularly to a composition and method for generating and isolating CD49f-positive astrocytes.
Astrocytes play a critical role in the central nervous system (CNS) by maintaining brain homeostasis, providing metabolic support to neurons, regulating connectivity of neural circuits, and controlling blood flow as an integral part of the blood-brain barrier. They also undergo a pronounced transformation called reactive astrogliosis following injury and in disease. Accumulating evidence has implicated astrocytes, such as A1 reactive astrocytes, in the onset and progression of many neurological diseases, prompting increased efforts to identify novel astrocyte targets for therapeutic intervention.
Studies of astrocyte biology have often relied on reductionist cell culture models, of which many have been produced since the 1970s. The first method to purify primary astrocytes from rodent brains was based on selective adhesion to tissue culture plates, which eliminates most non-astrocytes, but still retains contaminating cells—largely microglia and oligodendrocyte lineage cells. Furthermore, astrocytes selected with this method are primarily immature, proliferating cells, and require serum to grow in vitro, which induces a reactive pathological state. While these methods have been extremely powerful for understanding important astrocyte functions, due to inducing a baseline pathological state, they have had limited success in investigating disease states of astrocytes.
More recently, immunopanning methods that take advantage of the cell surface antigens Integrin Beta-5 (encoded by Itgb5) to purify rodent astrocytes and GlialCAM (or HepaCAM) adhesion protein to purify human astrocytes (in rodents, HepaCAM is also highly expressed by oligodendrocyte progenitor cells) have become more commonly used. Commercial magnetic-activated cell sorting based on GLAST (Slc1a3) and ASCA-2 has also been widely adopted. All these methods allow isolation of post-mitotic astrocytes, and in the case of immunopanning, allow maintaining cells in serum-free conditions. Nonetheless, these methods have been largely focused on rodent cells, whereas access to human primary CNS cells has been largely limited by the availability of brain specimens. Therefore, knowledge of astrocyte biology has been mainly built from rodent models, either in vivo or in vitro. Recently, mounting evidence has revealed important astrocyte contributions to the development and progression of neurological diseases, such as Alzheimer's disease (AD), Parkinson's disease (PD) and progressive multiple sclerosis (MS), for which optimal astrocyte-specific animal models are lacking. Moreover, it is now clear that human astrocytes have several distinct features from their rodent counterparts, which could well be driving pathogenic mechanisms of human diseases. Taken together, there is an urgent need for better human in vitro modeling of astrocyte (dys)function.
Human induced pluripotent stem cell (hiPSC) technology has emerged as a powerful tool to generate human astrocytes and other CNS cells in vitro, starting from skin fibroblasts or peripheral blood mononuclear cells of patients and healthy individuals. Protocols to differentiate hiPSCs into astrocytes use either a specific gradient of patterning agents to mimic embryonic development or overexpression of transcription factors. Many of these protocols require a few consecutive passages to eliminate neuronal cells and achieve a mature state. Alternative 3D cultures of CNS organoids generate neural progenitor cells, neurons, oligodendrocyte lineage cells, astrocytes, and can incorporate microglia. With organoids being increasingly utilized to model CNS diseases, methods for purifying specific cell types are becoming highly desirable for downstream analyses. The GlialCAM marker used for purifying adult primary astrocytes via immunopanning is not expressed in hiPSC-derived astrocytes until 100 days in culture, prioritizing the need for a novel method to isolate astrocytes at earlier time points.
Thus, because of the important role of astrocytes in the CNS, there is a need for new methods of isolating astrocytes to investigate astrocyte function.
Provided herein, are methods of generating, isolating and purifying astrocytes, such as those differentiated from stem cells and hiPSCs. Methods of purifying astrocytes include use of astrocyte cell-surface marker CD49f that is expressed in fetal and adult brains from healthy and diseased individuals.
Also provided herein are single-cell and bulk transcriptome analyses of CD49f+ hiPSC-astrocytes. Isolated CD49f+ hiPSC-astrocytes can perform key astrocytic functions in vitro, including trophic support of neurons, glutamate uptake, and phagocytosis. Notably, CD49f+ hiPSC-astrocytes respond to inflammatory stimuli, acquiring an A1-like reactive state, in which they display impaired phagocytosis and glutamate uptake and fail to support neuronal maturation. Importantly, conditioned medium from human reactive A1-like astrocytes is toxic to human and rodent neurons. CD49f+ hiPSC-astrocytes provided herein are thus a valuable resource for investigating human astrocyte function and dysfunction in health and disease.
In an embodiment, the invention provides a method for isolating an astrocyte from a mixed population of cells. The method includes: a) selecting for a CD49f+ cell from the mixed population; and b) sorting and isolating the CD49f+ cell from the mixed population, wherein the CD49f+ cell is a CD49f+ astrocyte, thereby isolating the astrocyte.
In another embodiment, the invention provides a method of generating and isolating an astrocyte. The method includes: a) generating a mixed population of cells by culturing a stem cell (SC) under conditions to induce neuronal differentiation; b) selecting for a CD49f+ cell from the mixed population of cells; and c) isolating the CD49f+ cell from the mixed population of cells, wherein the CD49f+ is a CD49f+ astrocyte, thereby generating and isolating the astrocyte.
In yet another embodiment, the invention provides a kit. The kit includes: a) an antibody that selectively binds CD49f; and b) one or more reagents for generating, culturing and/or isolating a CD49f+ astrocyte.
In still another embodiment, the invention provides a method of co-culturing an astrocyte isolated via a method of the invention with a neuronal cell. In various aspects, co-culturing generates an organoid.
In another embodiment, the invention provides a method of treating a neurological disease or disorder in a subject. The method includes administering to the subject an effective amount of a CD49f+ astrocyte isolated via a method of the invention, or an organoid produced by co-culturing an isolated astrocyte with a neuronal cell, thereby treating the neurological disease or disorder in the subject.
In yet another embodiment, the invention provides a non-human mammal including an astrocyte isolated via a method of the invention.
iPSC lines generated using a fully automated reprogramming platform that has been demonstrated to reduce line-to-line variability were used. A differentiation protocol developed to generate oligodendrocytes within mixed cultures, which also include neurons and astrocytes in serum-free conditions, was leveraged.
A robust, fast, and reproducible differentiation protocol to generate mixed populations of human oligodendrocytes and astrocytes from PSCs using a chemically defined, growth factor-rich medium was developed. The protocol provided herein mimics oligodendrocyte differentiation during development. Within 8 days PSCs differentiate into PAX6+ neural stem cells, which give rise to OLIG2+ progenitors by day 12. OLIG2+ cells become committed to the oligodendrocyte lineage by co-expressing NKX2.2 around day 18, and then differentiate to early OPCs by up-regulating SOX10 and PDGFRα around day 40. Late OPCs expressing the sulfated glycolipid antigen recognized by O4 antibody (O4+) appear around day 50, and reach 40-70% of the cell population by 75 days of differentiation. O4+ oligodendrocyte progenitor cells can be isolated by cell sorting for myelination studies, or can be terminally differentiated to mature MBP+ oligodendrocytes. The timeline of the differentiation protocol provided herein is shown in
A wealth of evidence implicates astrocytes in CNS disease pathology, and efforts to identify novel therapeutic targets have increasingly focused on astrocytes. Given that many of today's incurable diseases, such as AD, PD, and MS, are specific to humans and critical interspecies differences are evident, human patient-specific models are a necessary tool to complement traditional animal models for elucidating pathogenic mechanisms and developing effective treatments. Here, hiPSC-astrocytes purified using the surface marker CD49f were demonstrated to be a compelling tool for modeling primary human astrocytes and for studying astrocytic function and dysfunction in vitro. CD49f is a laminin receptor and has been previously reported as a marker for stem cells, including glioblastoma and other cancer stem cells. As described herein, CD49f can also be used for enriching primary fetal human astrocytes and is present in astrocytes from adult human brains in both healthy individuals and neurological disease patients. Importantly, CD49f is a reactivity-independent marker (expressed in both unstimulated and reactive astrocytes), making it ideal for purification strategies in the study of neurodegenerative disease. Established markers for isolating rodent cells, such as HepaCAM, are ineffective for hiPSC-astrocytes, except following prolonged culture to enable complete maturation—just as many available differentiation protocols do not achieve a maturation state equivalent to in vivo adult cells. Indeed, transcriptomic analysis of hiPSC-astrocytes described herein showed expression of both immature and mature markers, but single-cell analysis determined that the differentiation yields distinct populations of both immature and mature astrocytes. It should be noted that, due to the patterning during the initial differentiation step with the caudalizing and ventralizing agents retinoic acid and sonic hedgehog, the transcriptomic profile of hiPSC-astrocytes is very similar to that of ventral spinal cord astrocytes. In line with findings about regionally specified astrocytes, data described herein suggest that regional heterogeneity exists, stemming from cell-intrinsic developmental differences and can be recapitulated in vitro, further emphasizing the usefulness of this resource. Nonetheless, it is important to point out that CD49f is not a spinal cord—specific marker.
Astrocytes from cortical organoids and from fetal brain were successfully isolated, as described herein, and CD49f+ astrocytes were identified in sections of the subventricular zone and pre-frontal cortex of adult brains. Additionally, independent transcriptomic analyses showed that ITGA6 expression is higher in human forebrain astrocytes than in spinal cord astrocytes.
CD49f+ astrocytes generated through the differentiation protocol provided herein achieve within 75 days a maturation stage comparable to that of astrocytes derived from organoids at much later time points, making the strategy described herein optimal for functional studies in vitro. However, it is difficult to directly compare these two protocols, as they use different media formulations and patterning agents, and because the cells are grown in a 2D vs. 3D format. Interestingly, scRNA-seq analysis also revealed that CD49f+ astrocytes consist of multiple astrocyte subclusters with varying expression of genes involved in lipid biosynthesis, neurotransmitter uptake, gliogenesis, antigen presentation, neural development, cell motility and many other important biological processes. Further investigations into these subclusters may provide valuable insights into the functional heterogeneity of astrocytes.
Functional assays confirmed CD49f+ astrocyte cultures as a strong platform for disease modeling and for investigating neuronal support, engulfment of debris, glutamate uptake, response to inflammatory stimuli, and neurotoxicity. In the context of neuroinflammation, CD49f+ astrocytes were shown to respond to pro-inflammatory stimuli by secreting typical chemokines and cytokines. Interestingly, major differences between stimulation with TNFα, IL-1α, C1q (driving the A1 phenotype vs. TNFα and IL-1β, which are typically released by microglia in neurodegenerative diseases, were not observed. The similarity in cytokine release after stimulation with either cocktail is likely explained by the dominant effect of TNFα, present in both, and by the fact that IL-1β is released by astrocytes upon stimulation with TNFα and IL-1β, triggering autocrine signaling. Transcriptomic profiles of hiPSC-derived A0 and A1-like reactive astrocytes are available as a resource through a searchable online database (nyscfseq.appspot.com). This transcriptomic analysis revealed that human A1-like reactive astrocytes largely conserve the A1 signature identified in rodent cells and indicates loss of function related to phagocytosis and glutamate uptake. This underscores the value of methods provided herein for isolating and generating patient-specific astrocytes to better understand the pathogenic mechanisms linked to human A1 neurotoxicity in neurological diseases. Furthermore, single-cell RNA-Seq analysis highlighted differences in response to TNFα, IL-1α, C1q treatment based on the developmental stages of hiPSC-astrocytes (immature, transitioning, mature). This likely reflects a difference in the response of astrocytes to infection/injury/disease across different stages of development, which can be further investigated thanks to the hiPSC-based platform described herein.
As discussed herein, CD49f was determined to be a reactivity-independent, astrocyte-specific cell surface antigen that is present at all stages of astrocyte development in hiPSC-derived cultures. Astrocytes isolated with this marker recapitulate in vitro critical physiological functions, and following inflammatory stimulation become reactive, dysfunctional, and toxic, triggering neuronal death—opening a window for the study of their role in neurodegenerative diseases. hiPSC-derived CD49f+ astrocytes can be used to advance a “clinical trials in a dish” approach to drug discovery, and incorporating hiPSC-based models in the preclinical phase of drug development will improve the success of drug discovery for neurological diseases with a high unmet need. The strategy to purify hiPSC-derived astrocytes using CD49f provided herein will facilitate disease modeling with patient-specific to better understand pathogenic mechanisms of astrocyte reactivity in infection, injury, and developmental and degenerative diseases.
Signaling pathways for manipulation to generate mixed oligodendrocytes/astrocyte populations were selected based on knowledge gained from studies of rodent spinal cord embryonic development. In vitro, RA and SHH signaling mimic the pMN environment, inducing differentiation of the PSCs to OLIG2 progenitor cells. In cultures provided herein, SHH signaling is activated through a Smoothened agonist instead of the human recombinant SHH protein. Combining RA and SHH signaling with activin/nodal/TGFβ inhibition (through SB431542) and BMP4 inhibition (through LDN193189), generated the highest yield of OLIG2+ progenitors. Due to the synergistic action of SB431542 and LDN193189, more than 70% of the cells express OLIG2 at day 12. This is a key difference between the protocol provided herein. Inhibition of both activin/nodal/TGFβ signaling and BMP signaling is also referred to as “dual SMAD inhibition.”
There are several other important differences between methods provided herein and previously published protocols. For example, neural induction in methods provided herein was begun with dual SMAD inhibition in adherent, as opposed to suspension, cultures. Using this approach, methods provided herein started with only 10,000 cells/cm2 at day 0, and yet achieved a great expansion of neural progenitors, and ultimately an abundant generation of OPCs. In addition, the optimal concentration of RA in our hands was found to be about 100 nM, which is one hundred times lower than the concentration used by other groups. Further, induction with RA alone, without exogenous SHH, surprisingly generated a large population of OLIG2+ cells. An agonist of Smoothened was confirmed as an efficient replacement for SHH and indeed showed superior efficacy. Moreover, methods provided herein, remarkably, are the first to show OLIG2 induction through RA in the absence of fibroblast growth factor (FGF) signaling. The combination of RA and FGF signaling is known to promote OLIG2 expression during chicken development and has been used for in vitro differentiation of both human ESCs and iPSCs. A recent study suggested that basic FGF (bFGF) is important to the specification of oligodendrocytes of ventral forebrain origin, while it inhibits neuronal differentiation during the specification of oligodendrocytes from the spinal cord. Nonetheless, a high yield of OPCs was achieved in the absence of any exogenous FGF during in vitro differentiation in methods provided herein. Finally, the transition from adherent cultures to suspension cultures of cell spheres at day 12 proved to be an important step to enrich the population of OLIG2+ cells and to restrict differentiation of cultures to the oligodendrocyte lineage.
Described herein is a method of generating OLIG2+ OPCs by first preparing PSC colonies. OLIG2+ OPCs are further differentiated to O4+ OPCs and CD49f+ astrocytes generated within the O4+ OPC population are sorted and isolated from the mixed population.
As such, in one embodiment, the invention provides a method of generating and isolating an astrocyte. The method includes: a) generating a mixed population of cells by culturing an SC under conditions to induce neuronal differentiation; b) selecting for a CD49f+ cell from the mixed population of cells; and c) isolating the CD49f+ cell from the mixed population of cells, wherein the CD49f+ is a CD49f+ astrocyte, thereby generating and isolating the astrocyte.
In a related embodiment, the invention provides invention provides a method for isolating an astrocyte from a mixed population of cells. The method includes: a) selecting for a CD49f+ cell from the mixed population; and b) sorting and isolating the CD49f+ cell from the mixed population, wherein the CD49f+ cell is a CD49f+ astrocyte, thereby isolating the astrocyte.
To generated OLIG2+ OPCs, PSCs are seeded (plated) at low density and grown in an adherent culture for about 1-2 days. “Low density” means about 8,000 to about 11,000 cells/cm2. Cells are preferably seeded at about 9,500 to about 10,500 cells/cm2, more preferably at about 10,000 cells/cm2. After 1-2 days, the PSCs form colonies, which are preferably about 75 μm to about 300 μm in diameter, more preferably about 100 μm to about 250 μm in diameter.
The term “PSCs” has its usual meaning in the art, i.e., self-replicating cells that have the ability to develop into endoderm, ectoderm, and mesoderm cells. Preferably, PSCs are hPSCs. PSCs include ESCs and iPSCs, preferably hESCs and hiPSCs. PSCs can be seeded on a surface comprising a matrix, such as a gel or basement membrane matrix. A preferable matrix is the protein mixture secreted by Engelbreth-Holm-Swarm (EHS) mouse sarcoma cells, sold under trade names including Matrigel™, Cultrex™, and Geltrex™. Other suitable matrices include, without limitation, collagen, fibronectin, gelatin, laminin, poly-lysine, vitronectin, and combinations thereof.
The medium in which PSCs are cultured preferably comprises an inhibitor of rho-associated protein kinase (ROCK), for example, GSK269962, GSK429286, H-1152, HA-1077, RKI-1447, thiazovivin, Y-27632, or derivatives thereof.
The PSC colonies are then cultured in a monolayer to confluence in a medium comprising a low concentration of RA, at least one inhibitor of TGFβ signaling, and at least one inhibitor of BMP signaling, wherein the first day of culturing in this medium is day 0. A “low concentration of RA” is about 10 nM to about 250 nM. The concentration of RA is preferably about 10 nM to about 100 nM, or about 25 nM to about 100 nM, or about 20 nM, 30 nM, 40 nM, 50 nM, 60 nM, 70 nM, 80 nM, 90 nM, and preferably, about 100 nM or less. Inhibitors of TGFβ signaling include, for example, GW788388, LDN193189, LY2109761, LY2157299, and LY364947. A preferred inhibitor of TGFβ signaling is the small molecule SB431542. Inhibitors of BMP signaling include, for example, DMH1, dorsomorphin, K02288, and Noggin. A preferred inhibitor of BMP signaling is the small molecule LDN193189.
Cells reach confluence and express PAX6 at about day 8, at which point the confluent cells are cultured in a medium comprising SHH or an agonist of Smoothened, and a low concentration of RA. Agonists of Smoothened include, for example, SAG and purmorphamine. The SHH can be recombinant human SHH. Preferably, the medium lacks SHH. The transition from PSCs to OLIG2+ progenitors is associated with massive proliferation causing the cultures to become overconfluent, resulting in the cells forming three-dimensional structures, ideally by about day 12. “Overconfluent” means that the cells begin piling up on one another, such that not all cells are in complete contact with the culture surface, and some cells are not in contact with the culture surface at all, but are only in contact with other cells. Preferably, at least about 50/6, 60%, or 70% of the overconfluent cells are OLIG2+ by about day 12.
If the OLIG2+ cells are to be further differentiated to O4+ cells, the overconfluent cells are lifted from the culture surface, which allows the formation of cell aggregates or spheres. OLIG2− cells do not form aggregates, thus this process enriches for the OLIG2+ population, and OLIG2− cells are eliminated gradually during subsequent media changes. For purposes of the present invention, the terms “aggregate” and “sphere” are used interchangeably and refer to a multicellular three-dimensional structure, preferably, but not necessarily, of at least about 100 cells.
Lifting can be performed mechanically, with a cell scraper or other suitable implement, or chemically. Chemical lifting can be achieved using a proteolytic enzyme, for example, collagenase, trypsin, trypsin-like proteinase, recombinant enzymes, such as that sold under the trade name Tryple™, naturally derived enzymes, such as that sold under the trade name Accutase™, and combinations thereof. Chemical lifting can also be done using a chelator, such as EDTA, or a compound such as urea. Mechanical lifting or detachment offers the advantage of minimal cell death, however it produces aggregates of variable size, thus suitable spheres need to be selected through a manual picking process. Good spheres are defined as those having a round-shape, golden/brown color, with darker core and with a diameter between about 300 μm and about 800 μm. Detaching the cells using chemical methods, such as enzymatic digestion predominantly produces spheres that are appropriate for further culture. Therefore, manual picking of spheres is not required, and the detachment steps can be adapted for automation and used in high throughput studies. However, enzymatic digestion increases cell death, resulting in a lower number of spheres.
Further provided herein is a method of generating O4+ OPCs from OLIG2+ OPCs. Three-dimensional aggregates of OLIG2+ OPCs are cultured in suspension in a medium comprising a Smoothened agonist and a low concentration of RA for about 8 days. The OLIG2+ OPCs can be generated a method of the invention, for example, as described above, or by other methods known in the art. After about 8 days in the medium comprising the Smoothened agonist and RA, the medium is changed to one comprising PDGF, HGF, IGF-1, and NT3, and optionally, insulin (preferably about 10 μg/ml to about 50 μg/ml, more preferably about 25 μg/ml), T3 (preferably about 20 ng/ml to about 100 ng/ml, more preferably about 60 ng/ml), biotin (preferably about 50 ng/ml to about 150 ng/ml, more preferably about 100 ng/ml), and/or cAMP (preferably about 100 nM to about 5 μM, more preferably about 1 RM). The medium preferably lacks bFGF and epidermal growth factor (EGF). If OLIG2+ cells are generated by the method of the invention, culture in suspension preferably begins on about day 12, and culture in the medium comprising PDGF, HGF, IGF-1, and NT3 preferably begins on about day 20.
After about 10 days in suspension in the medium comprising PDGF, HGF, IGF-1, and NT3, the cell aggregates are plated in an adherent culture at a density of about 2 spheres/cm2. (This is preferably at about day 30 where the method started on day 0 with PSCs cultured in a medium comprising RA, at least one inhibitor of TGFβ signaling, and at least one inhibitor of BMP signaling.) The surface on which the cell aggregates are plated and cultured can comprise an extracellular matrix protein (e.g., collagen, fibronectin, laminin) and/or a positively charged poly-amino acid (e.g., poly-arginine, poly-lysine, poly-ornithine). Preferably the surface comprises laminin and/or poly-ornithine.
Upon plating the cell aggregates, the medium comprising PDGF, HGF, IGF-1, and NT3 can be continued (Option A), or a medium comprising AA and lacking growth factors (e.g., PDGF, HGF, IGF-1, NT3, bFGF, and/or EGF) can be used (Option B). The medium comprising AA can optionally comprise insulin, T3, biotin, and/or cAMP. Cells cultured in the medium comprising PDGF, HGF, IGF-1, and NT3 are optimally O4+ by about 45 days after plating. Preferably, at least about 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, or 80% of these cells are O4+ by about 45 days after plating (day 75). Cells cultured in the medium comprising AA are optimally O4+ by about 25 days after plating. Preferably, at least about 20%, 25%, 30%, 35%, or 40% of these cells are O4+ by about 25 days after plating (day 55). Preferably, at least about 30%, 35%, 40%, 45%, 50%, 55%, or 60% of these cells are O4+ by about 33 days after plating (day 63). Preferably, at least about 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, or 75% of these cells are O4+ by about 45 days after plating (day 75).
Mature oligodendrocytes expressing myelin basic protein can be generated by culturing the O4+ OPCs in the absence of PDGF, HGF, IGF-1, and NT3 for about three weeks, until cells are MBP+. Preferably, at least about 20%, 25%, 30%, 35%, 40%, or 45% of the O4+ OPCs are MBP+ after about 20 days in culture in the medium lacking PDGF, HGF, IGF-1, and NT3. This occurs on about day 95 for “Option A” cells, and on about day 60 for “Option B” cells. Culturing “Option B” cells until at least about day 75 results in a higher efficiency of MBP+ expressing cells.
At day 60-80, spheres and the cells migrating out of the spheres may be dissociated and sorted for CD49f-positive cells. After the sort, sorted cells may be further cultured in glial medium (see Table 10 below) to generate an isolated CD49f-positive astrocyte population.
In various embodiments, CD49f+ astrocyte isolation may be performed by FACS using a fluorescently labeled CD49f antibody. While this technique is illustrated in the Examples, the invention is in no way limited to use of FACS. It will be appreciated that isolating CD49f+ astrocytes may be accomplished using a number of techniques generally known in the art. For example, isolation may be accomplished using a number isolation techniques including flow cytometry, immunoseparation, immunocapture and the like. In some embodiments, a CD49f specific antibody may be conjugated to a solid substrate for isolation. As used herein, a solid substrate includes any solid support, such as a bead, slide or other type of solid support. In one embodiment, isolation is performed using a bead conjugated to a CD49f specific antibody. The bead may optionally be magnetic allowing for separation of a CD49f+ astrocyte bound to the bead via exposure to a magnetic source.
Also provided herein is a kit for generation and/or isolation of a CD49f+ astrocyte. In embodiments, the kit includes an antibody that selectively binds CD49f; and optionally a reagent for generating, culturing and/or isolating a CD49f+ astrocyte. In various embodiments, the antibody is optionally labeled with a fluorescent moiety and/or a binding moiety. The antibody may also be conjugated to a solid support, such as bead.
The invention may utilize a variety of techniques for conjugating or otherwise forming an attachment between two molecules. For example, a surface or molecule may be functionalized by addition of a functional group. A functional group may be a group capable of forming an attachment with another functional group. For example, a functional group may be biotin, which may form an attachment with streptavidin, another functional group. Exemplary functional groups may include, but are not limited to, aldehydes, ketones, carboxy groups, amino groups, biotin, streptavidin, nucleic acids, small molecules (e.g., for click chemistry), homo- and hetero-bifunctional reagents (e.g., N-succinimidyl(4-iodoacetyl) aminobenzoate (STAB), dimaleimide, dithio-bis-nitrobenzoic acid (DTNB), N-succinimidyl-S-acetyl-thioacetate (SATA), N-succinimidyl-3-(2-pyridyldithio) propionate (SPDP), succinimidyl 4-(N-mafeimidomethyl)-cyclohexane-1-carboxylate (SMCC) and 6-hydrazinonicotimide (HYNIC), and antibodies. In some instances, the functional group is a carboxy group (e.g., COOH). As such, the kit of the present invention may include a functionalized reagent.
In various aspects, the kit optionally includes one or more cell culture reagents for generating a CD49f+ astrocyte, using for example a culture method provided herein. As such, the kit may include one or more components of a cell culture medium. In embodiments, the cell culture medium is a culture medium as set forth in any one of Tables 5-11 or any combination thereof.
Methods provided herein also encompass generation of organoids or other mixed population of cells by co-culturing an isolated Cd49f+ with a different cell type, such as a neuronal cell. Isolated astrocytes, as well as organoids or other mixed population of cells, may be used as therapeutic agents, as well as models for studying disease pathology, drug screening, and the like.
In one embodiment, provided herein is a model system for a neurological disease, preferably a neurodegenerative disease or disorder. In one aspect, the model system includes an astrocyte differentiated from an iPSC derived from a subject having a neurological disease. The model system can further include a non-human mammal into which the astrocyte has been transplanted. In embodiments, the non-human mammal is a mouse or a rat. Model systems provided herein can be used to study neurological diseases or disorders, including understanding underlying mechanisms and defining therapeutic targets.
Also provided herein are methods for treating and/or preventing a neurological disease or disorder in a subject by generating astrocytes via the method of the invention; and administering an effective amount of the cells to the subject.
Alongside its potential for autologous cell transplantation, iPSC technology is emerging as a tool for developing new drugs and gaining insight into disease pathogenesis. The methods and cells of the invention will aid the development of high-throughput in vitro screens for compounds that inhibit or prevent a neurological disease or disorder.
The cells, systems, and methods of the invention can also be useful for studying neurological diseases.
In an embodiment, unbiased screening for surface molecules in mixed cultures that include oligodendrocytes, neurons, and astrocytes identified CD49f as a novel marker for purifying hiPSC-astrocytes from neurons and oligodendrocyte lineage cells through FACS. CD49f, encoded by the gene ITGA6, is a member of the integrin alpha chain family of proteins and interacts with extracellular matrices, including laminin. The Brain RNA-Seq database (www.brainrnaseq.org/) confirmed that ITGA6 expression is higher in human fetal and mature astrocytes compared to neurons, oligodendrocytes and microglia. ITGA6 is also expressed in endothelial cells, but hiPSC differentiations toward the ectodermal lineage produce neural populations with no mesodermal/endothelial cell contribution.
As provided herein, CD49f can be used to sort astrocytes from monolayer cultures and 3D cortical organoids containing oligodendrocyte lineage cells (i.e., oligodendrocyte progenitor cells, immature and mature oligodendrocytes), neural progenitors, and neurons. CD49f astrocytes can express typical markers, display similar gene expression profiles to human primary astrocytes and perform critical astrocyte functions in vitro. Specifically, they support neuronal growth and synaptogenesis, generate spontaneous Ca2+ transients, respond to ATP, perform glutamate uptake, and secrete inflammatory cytokines in response to inflammatory stimuli.
Moreover, CD49f+ hiPSC-astrocytes acquire an A1-like reactive phenotype upon stimulation with TNFα, IL-1α, and C1q, while maintaining CD49f expression. Transcriptome analysis revealed a conserved A1 signature with similar losses of function as reported in rodent cells, including impaired glutamate uptake, phagocytosis, and support of neuronal maturation. Importantly, rodent and hiPSC-derived neurons treated with A1 conditioned medium show significant increases in apoptosis, providing a human in vitro model for A1-driven neurotoxicity. Single-cell transcriptome analysis revealed slightly different A1 profiles in astrocytes at different maturation stages—suggesting that disease responses may change at different stages of development and during aging.
Accordingly, provided herein is a novel human-based platform to model astrocytes in vitro, in which CD49f+ hiPSC-derived astrocytes from early stage organoids and monolayer cultures can be used to study reactive states and interrogate their role in neurodevelopmental and neurodegenerative diseases.
As used in this specification and the appended claims, the singular forms “a,” “an,” and “the” include plural referents, unless the context clearly dictates otherwise. The terms “a” (or “an”), as well as the terms “one or more,” and “at least one” can be used interchangeably.
Furthermore, “and/or” is to be taken as specific disclosure of each of the two specified features or components with or without the other. Thus, the term “and/or” as used in a phrase such as “A and/or B” is intended to include A and B, A or B, A (alone), and B (alone). Likewise, the term “and/or” as used in a phrase such as “A, B, and/or C” is intended to include A, B, and C; A, B, or C; A or B; A or C; B or C; A and B; A and C; B and C; A (alone); B (alone); and C (alone).
Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention is related. For example, The Dictionary of Cell and Molecular Biology (5th ed. J. M. Lackie ed., 2013), the Oxford Dictionary of Biochemistry and Molecular Biology (2d ed. R. Cammack et al. eds., 2008), and The Concise Dictionary of Biomedicine and Molecular Biology, P-S. Juo, (2d ed. 2002) can provide one of skill with general definitions of some terms used herein.
Units, prefixes, and symbols are denoted in their Système International de Unites (SI) accepted form. Numeric ranges are inclusive of the numbers defining the range. The headings provided herein are not limitations of the various aspects or embodiments of the invention, which can be had by reference to the specification as a whole. Accordingly, the terms defined immediately below are more fully defined by reference to the specification in its entirety.
Wherever embodiments are described with the language “comprising,” otherwise analogous embodiments described in terms of “consisting of” and/or “consisting essentially of” are included.
By “subject” or “individual” or “patient” is meant any subject, particularly a mammalian subject, for whom diagnosis, prognosis, or therapy is desired. Mammalian subjects include humans, domestic animals, farm animals, sports animals, and zoo animals including, e.g., humans, non-human primates, dogs, cats, guinea pigs, rabbits, rats, mice, horses, cattle, pigs, and so on.
Terms such as “treating” or “treatment” or “to treat” or “alleviating” or “to alleviate” refer to therapeutic measures that cure, slow down, lessen symptoms of, and/or halt progression of a diagnosed pathologic condition or disorder. Thus, those in need of treatment include those already with the disorder. In certain embodiments, a subject is successfully “treated” for a neurological disease or disorder, according to the methods provided herein if the patient shows, e.g., total, partial, or transient alleviation or elimination of symptoms associated with the disease or disorder.
“Prevent” or “prevention” refers to prophylactic or preventative measures that prevent and/or slow the development of a targeted pathologic condition or disorder. Thus, those in need of prevention include those prone or susceptible to the disease or disorder. In certain embodiments, a neurological disease or disorder is successfully prevented according to the methods provided herein if the patient develops, transiently or permanently, e.g., fewer or less severe symptoms associated with the disease or disorder, or a later onset of symptoms associated with the disease or disorder, than a patient who has not been subject to the methods of the invention.
The following examples are provided to further illustrate the advantages and features of the present invention, but they are not intended to limit the scope of the invention. While these examples are typical of those that might be used, other procedures, methodologies, or techniques known to those skilled in the art may alternatively be used.
An OLIG2-GFP knock-in hESC reporter line was used to track OLIG2+ progenitors by live fluorescent imaging. First, PAX6+ cells were induced using dual inhibition of SMAD signaling in adherent cultures. Next, to mimic the embryonic spinal cord environment, different concentrations of RA and/or SHH were applied at various times and quantified OLIG2-GFP expression through flow cytometry (
Recombinant human SHH protein was then replaced with SAG, which increased the yield further to 70.1% OLIG2+ progenitors (
Next, the initial steps towards the generation of OLIG2+ progenitors were validated by differentiating a second hESC line (RUES1), and comparing the transcript levels of PAX6, OLIG2, and NKX2.2 by qRT-PCR. The upregulation of these transcription factors followed a similar temporal pattern to that of the OLIG2-GFP line, with PAX6 induction around day 7, OLIG2 peak around day 13, and sustainably high levels of NKX2.2 after day 10 (
To promote maturation toward the O4+ stage, PDGF-AA, HGF, IGF1, and NT3 were added to the culture medium from day 20 onward. OLIG2+ progenitors upregulated NKX2.2, then SOX10, and finally matured to late OPCs identified by O4 live staining, and by their highly ramified processes (
An alternative strategy to generate approximately 30% O4+ cells after only 55 days of culture was also used, significantly reducing the length and costs of differentiation. The mitogens PDGF, NT3, IGF-1 and HGF were withdrawn from the medium as early as at day 30, when the selected spheres were seeded. This resulted in the appearance of O4+ cells at day 55. The cultures were continued to increase the frequency of O4+ cells to levels comparable to the longer protocol (
As shown in Table 1, O4 efficiencies ranged from 28% to 80% with nine different PSC lines, and the average was greater than 60% in four lines. Cells were stained with O4 antibody and analyzed by flow cytometry. One hESC line (RUES1) and eight hiPSC lines were tested. Technical replicates were performed using different batches of each line, at different passages. Results are also expressed as mean percentages±SEM.
In both strategies, the withdrawal of the mitogens drives the terminal differentiation of OPCs to oligodendrocytes expressing MBP, although MBP+ cells do not align with axon fibers under these culture conditions (
As described above, at various stages of the protocol, cultures were checked for the expression of appropriate markers by either qRT-PCR or immunofluorescence. When performing immunofluorescent analysis of the cultures at day 8 for PAX6 (
Finally, O4+ cells can either be isolated via FACS or further differentiated to MBP+ oligodendrocytes (
To show that the protocol provided herein can be applied to iPSC lines, skin biopsies were obtained from four PPMS patients. Fibroblast cultures were established from the biopsies, and iPSCs were generated using daily transfections with a cocktail of modified mRNAs, together with a cluster of miRNAs to improve the reprogramming efficiency for the most refractory lines (Stemgent). From day 12 to day 15 of reprogramming, TRA-1-60+ colonies (
Expression profiling for seven pluripotency genes confirmed that all four iPSC lines exhibited a profile comparable to a reference hESC line and divergent from the parental fibroblasts (
Next, whether the protocol was reproducible with PPMS-iPSC lines was assessed. All iPSC lines tested were found to perform similarly to the RUES1 line (
To verify that OPCs obtained through protocols provided herein were functionally myelinogenic, day 75 FACS-purified O4+ cells (105 cells/animal) were injected into the forebrain of neonatal, immunocompromised shiverer mice (
Transmission electron microscopy on 16-week-old corpus callosum revealed mature compact myelin with the presence of alternating major dense and intraperiod lines (
At 12 weeks, transplanted hNA+ cells remained as NG2+ OPCs in the corpus callosum (
Cell Lines
Three hESC lines and 4 hiPSC lines were used. RUES1 and HUES 45 are both NIH-approved hESC lines; OLIG2-GFP reporter line is derived from BG01 hESC line (University of Texas Health Science Center at Houston). Four iPSC lines were derived from skin biopsies of PPMS patients through the mRNA/miRNA method (Stemgent).
hPSC Culture Conditions
hESC and hiPSC lines were cultured and expanded with HUESM (Human Embryonic Stem Medium) medium and 10 ng/ml bFGF (Stemcell Technologies) onto mouse embryonic fibroblast (MEF) layer. For oligodendrocyte differentiation, cells were adapted to cultures onto Matrigel™-coated dishes and mTeSR1 medium (Stemcell Technologies). HUESM is composed by Knockout-DMEM, 20% Knock-out serum, glutamax 2 mM, NEAA 0.1 mM, 1×P/S and P-mercaptoethanol 0.1 mM, all purchased from Life Technologies (Grand Island, N.Y.). At all stages of differentiation cells are cultured in 5% CO2 incubators.
Detailed Differentiation Protocol
PSCs were plated on Matrigel™ (BD Biosciences; San Jose, Calif.) at a density of 10×103 cells/cm2 in mTeSR1 medium (Stemcell Technologies; Vancouver, BC, Canada) containing 10 μM ROCK inhibitor, Y-27632 (Stemgent; Cambridge, Mass.) for 24 hours. This density of plated hPSCs was optimized to give a confluent well by day 8 and multilayered structures at day 12 of differentiation. This set up does not require significant PSC expansion, as only one well (80% confluent) of a 6-well plate contains enough cells to differentiate and isolate at least 2×106 oligodendrocytes. Cells were incubated for 1-2 days, until hPSC colonies reached a diameter of 100-250 μm.
At the day of differentiation induction (day 0), medium was switched to Neural Induction Medium, which is mTeSR Custom Medium (Stemcell Technologies) containing the small molecules SB431542 10 μM (Stemgent) and LDN193189 250 nM (Stemgent), as well as 100 nM all-trans-RA (Sigma-Aldrich; St. Louis, Mo.). mTeSR Custom Medium has the same composition as the commercially available mTeSR-1 medium but without five factors that sustain pluripotency, namely lithium chloride, GABA, pipecolic acid, bFGF, and TGFβ1 (Stemcell Technologies). Instead of mTeSR Custom Medium, DMEM/F12 with the addition of about 25 μg/ml insulin could also be used. Media changes were performed daily until day 8, with fresh RA, SB431542, and LDN193189 added to the medium every day.
By day 8 cells should be confluent and PAX6 expression should be at its peak (
By day 12, overconfluent cells were piling up and 3D structures were clearly visible, (
Aggregates were re-plated into Ultra-low attachment plates in N2B27 Medium containing 1 μM SAG, changing it every other day. At day 20, medium was switched to PDGF Medium, and 2/3 media changes were performed every other day. During media changes, gentle pipetting was used to break apart any aggregates sticking to one another. At day 30, spheres were plated onto plates coated with poly-L-ornithine hydrobromide (50 μg/ml; Sigma-Aldrich) and Laminin (20 μg/ml; Life Technologies) at a density of 2 spheres/cm2 (about 20 spheres per well in a 6-well plate). This density was optimized to allow cells to migrate out from the sphere, proliferate and spread to the entire dish by the end of the protocol without the need for passaging. A p200 pipette was used to pick aggregates that were round, golden/brown with a dark center, having a diameter between 300 and 800 μm (
At this stage, plated spheres were cultured in a medium containing mitogen (Option A) or in a medium without any mitogen (Option B). Option A was optimized to obtain the highest yield of O4+ cells, while Option B was developed to provide a shorter and less costly version of the protocol.
Option A
Spheres were plated on pO/L plates, as described above, in PDGF Medium at day 30, changing 2/3 of the PDGF Medium every other day until day 75 of differentiation. The appearance of O4+ cells was assessed by live O4 staining from day 55 onwards (
Option B
Spheres were plated on pO/L plates, as described above, in Glial Medium at day 30, changing 2/3 of the Glial Medium every other day until day 55 of differentiation. At day 55, O4+ cells were visualized by live O4 staining (
For both Option A and Option B protocols, aggregates at day 30, and cells at the end of the differentiation could be cryopreserved with a viability >70%. Aggregates' viability is based on the number of thawed spheres that re-attach onto pO/L coated dishes after thawing. The sorted O4+ cells could be frozen immediately after sorting. The expected post-thaw viability of the sorted O4+ cells is 70-80%.
Table 2 provides a list of media compositions used in the protocol.
Derivation of Skin Fibroblasts from Punch Biopsies
Skin biopsies were obtained from MS patients and healthy individuals (
Skin biopsies of 3 mm were collected in Biopsy Collection Medium, consisting of RPMI 1460 (Life Technologies) and 1× Antibiotic-Antimycotic (Life Technologies). Biopsies were sliced into smaller pieces (<1 mm) and plated onto a TC-treated 35 mm dish for 5 minutes to dry and finally they were incubated in Biopsy Plating Medium, composed by Knockout DMEM, 2 mM GLUTAMAX™, 0.1 mM NEAA, 0.1 mM β-Mercaptoethanol, 10% Fetal Bovine Serum (FBS), 1× Penicillin-Streptomycin (P/S; all from Life Technologies) and 1% Nucleosides (EMD Millipore), for 5 days or until the first fibroblasts grew out of the biopsy. Alternatively, biopsies were digested with 1000U/ml Collagenase 1A (Sigma-Aldrich) for 1.5 hours at 37° C., washed, collected and plated onto 1% gelatin-coated 35 mm dish in Biopsy Plating Medium for 5 days. Fibroblasts were then expanded in Culture Medium, consisting of DMEM (Life Technologies), 2 mM GLUTAMAX™, 0.1 mM NEAA, 0.1 mM β-Mercaptoethanol, 10% FBS and 1×P/S changing medium every other day.
Reprogramming of Skin Fibroblasts
Skin fibroblasts at passage 3 to 5 were reprogrammed using the Stemgent mRNA/miRNA kit, which results in the generation of integration-free, virus free human iPSCs, through modified RNAs for OCT4, SOX2, KLF4, cMYC and LIN28 (
Teratoma Assay
Experiments were performed according to a protocol approved by the Columbia Institutional Animal Care and Use Committee (IACUC).
iPSC colonies were dissociated using Collagenase (Sigma-Aldrich) for 15 minutes at 37° C., washed, collected, and re-suspended in 200 μl HUESM. Cells were then mixed with 200 μl Matrigel™ (BD Biosciences) on ice, and were injected subcutaneously into immunodeficient mice (Jackson Laboratory; Bar Harbor, Me.). Teratomas were allowed to grow for 9-12 weeks, isolated by dissection, and fixed in 4% PFA overnight at 4° C. Fixed tissues were embedded in paraffin, sectioned at 10 μm thickness, and stained with hematoxylin and eosin (H&E).
Spontaneous Differentiation In Vitro
iPSCs were dissociated with Accutase™ (Life Technologies) for 5 minutes at 37° C. and seeded into Ultra-Low attachment 6-well plates in HUESM without bFGF, changing media every other day. After 3 weeks of culture, embryoid bodies (EBs) were plated onto 1% gelatin-coated TC-treated dishes for another 2 weeks. EBs and their outgrowth were fixed in 4% PFA for 8 minutes at RT and immunostained for the appropriate markers.
RNA Isolation and qRT-PCR
RNA isolation was performed using the RNeasy Plus Mini Kit with QIAshredder (Qiagen; Hilden, Germany). Briefly, cells were pelleted, washed with PBS, and re-suspended in lysis buffer. Samples were then stored at −80° C. until processed further according to manufacturer's instructions. RNA was eluted in 30 μl RNase free ddH2O and quantified with a NanoDrop 8000 spectrophotometer (Thermo Scientific; Somerset, N.J.).
For qRT-PCR, cDNA was synthesized using the GoScript™ Reverse Transcription System (Promega; Madison, Wis.) with 0.5 μg of RNA and random primers. 20 ng of cDNA were then loaded to a 96-well reaction plate together with 10 μl GoTaq® qPCR Master Mix and 1 μl of each primer (10 nM) in a 20 μl reaction and the plate was ran in Stratagene Mx300P qPCR System (Agilent Technologies; Santa Clara, Calif.). Table 3 lists primer sequences.
Nanostring Analysis for Pluripotency
RNA was isolated from undifferentiated iPSCs and hESC HUES45 as previously described. RNA (100 ng/sample) was loaded for the hybridization with the specific Reporter Code Set and Capture Probe Set (NanoString Technologies; Seattle, Wash.) according to manufacturer's instructions. Data were normalized to the following housekeeping genes: ACTB, POLR2A, ALAS1. Data were expressed as fold changes to the expression of the hESC line (HUES45=1). See
Karyotyping
All iPSC-lines were subjected to cytogenetic analysis by Cell Line Genetics to confirm a normal karyotype.
Immunostaining and Imaging
Cells were washed 3× in PBS-T (PBS containing 0.1% Triton-X100) for 10 minutes, incubated for 2 hours in blocking serum (PBS-T with 5% goat or donkey serum) and primary antibodies were applied overnight at 4° C. (Table 4). The next day, cells were washed 3× in PBS-T for 15 minutes, incubated with secondary antibodies for 2 hours at room-temperature (RT), washed 3× for 10 minutes in PBS-T, counterstained with DAPI for 15 minutes at RT and washed 2× in PBS. Invitrogen™ Alexa Fluor secondary antibodies, goat or donkey anti-mouse, rat, rabbit, goat and chicken 488, 555, 568, and 647 were used at 1:500 dilution (Life Technologies).
Images were acquired using an Olympus™ IX71 inverted microscope, equipped with Olympus DP30BW black and white digital camera for fluorescence and DP72 digital color camera for H&E staining. Fluorescent colors were digitally applied using the Olympus software DP Manager or with ImageJ™. For counting, at least three non-overlapping fields were imported to ImageJ®, thresholded and scored manually.
Flow Cytometry
Cells were enzymatically harvested by Accutase™ treatment for 25 minutes at 37° C. to obtain a single cell suspension. Cells were then re-suspended in 100 μl of their respective medium containing the appropriate amount of either primary antibody or fluorescence-conjugated antibodies and were incubated on ice for 30 minutes shielded from light. When secondary antibodies were used, primary antibodies were washed with PBS and secondary antibodies were applied for 30 minutes on ice. Stained or GFP expressing cells were washed with PBS and sorted immediately on a 5 laser BD Biosciences ARIA-IIu™ Cell Sorter using the 100 μm ceramic nozzle, and 20 psi. DAPI was used for dead cell exclusion. Flow cytometry data were analyzed using BD FACSDiva™ software.
Transplantation into Shiverer (Shi/Shi)×Rag2−/− Mice.
All experiments using shiverer/rag2 mice (University of Rochester; Windrem, M. S. el al., Cell Stem Cell. 2:553-565 (2008)) were performed according to protocols approved by the University at Buffalo Institutional Animal Care and Use Committee (IACUC). FACS-sorted O4+ OPCs that had been previously cryopreserved were thawed and allowed to recover for 1-2 days prior to surgery by plating on pO/L dishes in PDGF Medium. Cells were prepared for injection by re-suspending cells at 1×105 cells per μl.
Injections were performed as previously described. Sim, F. J. et al. (2011). Pups were anesthetized using hypothermia and 5×104 cells were injected in each site, bilaterally at a depth of 1.1 mm into the corpus callosum of postnatal day 2-3 pups. Cells were injected through pulled glass pipettes, inserted directly through the skull into the presumptive target sites. Animals were sacrificed and perfused with saline followed by 4% paraformaldehyde at 12-16 weeks. Cryopreserved coronal sections of mouse forebrain (16 μm) were cut and sampled every 160 μm. Sim, F. J. et al. (2011). Human cells were identified with mouse antihuman nuclei (hNA) and myelin basic protein-expressing oligodendrocytes were labeled with MBP. Human astrocytes and OPCs were stained with human-specific antibodies against hGFAP and hNG2 respectively. Mouse neurofilament (NF) was stained by 1:1 mixture of SMI311 and SMI312. Invitrogen™ Alexa Fluor secondary antibodies, goat anti-mouse 488, 594, and 647 were used at 1:500 dilution (Life Technologies). For transmission electron microscopy, tissue was processed as described previously. Sim, F. J. et al., Molec. Cell. Neurosci. 20:669-682 (2002). Table 4 provides a list of primary antibodies used.
To enable the isolation of pure hiPSC-astrocytes, a screen of surface antigens was performed on a mix of neural cells derived from an oligodendrocyte protocol. This protocol generates OLIG2+ progenitors through retinoic acid and sonic hedgehog signaling, mimicking embryonic development in the spinal cord. When OLIG2+-enriched neural spheres are plated down, neurons, astrocytes and oligodendrocyte progenitor cells migrate out in order, and after day 65 immature oligodendrocytes can be purified using the O4 sulfate glycolipid antigen. An analogous sorting strategy to isolate astrocytes for functional studies was developed (
As CD49f is a laminin receptor, and the differentiation protocol described herein uses laminin coating, astrocytes from 3D cortical organoids cultured in the absence of laminin were analyzed. The organoid protocol generates iPSC-derived cortical astrocytes, whereas astrocyte protocols provided here are patterned towards spinal cord. Nevertheless, in sorted cells from digested cortical organoids, CD49f was still co-expressed with AQP4 and GFAP (
To verify the identity of CD49f+ cells, the presence of additional astrocyte makers was assessed. CD49f astrocytes stained positive for AQP4, SOX9, EAAT1, NFIa, VIM, and S100β (
The expression of both mature and immature astrocyte markers in bulk transcriptome analysis of CD49f+ iPSC-astrocytes could reflect either the cells being in an intermediate state of maturation, or a mixture of immature and mature astrocytes. To resolve this question, single-cell RNA sequencing of unsorted cultures following differentiation as well as sorted CD49f+ astrocytes and CD49f+ cells was performed. Unsorted cultures contained the following subpopulations: mature astrocytes (28%; defined as GFAP+), immature astrocytes (5%; defined as NUSAP1+), oligodendrocyte progenitor cells (OPC, 48%), oligodendrocytes (13%), and neurons (6%). The sorted CD49f fraction was enriched for mature astrocytes (90%), while the sorted CD49f− cells were depleted of mature astrocytes (10%) and enriched for all other cell types (
To further evaluate potential astrocyte heterogeneity indicated by the scRNA-seq analysis, only astrocytes defined by the initial clustering scheme were subsetted and reintegrated, and two immature astrocyte clusters, four mature astrocyte clusters, and one astrocyte-like cluster were subsequently identified (
To assess whether CD49f can be used to isolate astrocytes from primary human tissues, cells from human fetal brain were dissociated and sorted, and the CD49f+ fraction was found to be highly enriched with vimentin astrocytes (
Whether CD49f is maintained in astrocytes from adult human brains was investigated next. Staining showed that CD49f co-localizes with AQP4 and GFAP in adult brain tissue sections from a healthy donor (
Interestingly, when CD49f isolation from whole mouse brain of Aldh1/1eGFP mice was tested, no CD49f+ astrocytes were ALDH1L1+ (
To assess the capacity of astrocytes to support neuronal function in vitro, co-cultures of CD49f+ hiPSC-astrocytes with hiPSC-derived neurons were set up. Neurons that were co-cultured with astrocytes for two weeks displayed more developed electrophysiological properties than neurons alone, including increases in number of action potentials per Is depolarizing stimulus, maximum firing frequency, maximum height of action potential, and amplitude adaptation ratio (
Other important astrocyte physiological functions in vitro were tested next. CD49f+ hiPSC-astrocyte cultures efficiently take up glutamate, mimicking a crucial function in vivo for preventing neuronal glutamate excitotoxicity (
Astrocytes are immunocompetent cells, able to respond to inflammatory stimuli by releasing additional pro-inflammatory molecules. To test this in vitro, CD49f+ astrocytes were stimulated with either with IL-1β and TNFα or with TNFα, IL-1α, and C1q, which drives the neurotoxic A1 state reported in rodent cells. Pro-inflammatory cytokine secretion was significantly increased following both types of stimulation. In particular, IL-6 and soluble ICAM-1 showed the greatest fold changes compared to unstimulated cells, and notably, IL-la was secreted upon IL-1β and TNFα stimulation (
Studies have modeled inflammation-stimulated reactivity in hiPSC-derived astrocytes in vitro. The transcriptomic profile and functionality of CD49f+ hiPSC-astrocytes stimulated with TNFα, IL-1α, and C1q to drive an A1 reactive state was characterized next. Human iPSC-derived A1-like astrocytes were C3-positive like their rodent counterparts (
To evaluate the effects of hiPSC-derived A1-like astrocytes on neurons, unstimulated (A0) or A1-like astrocytes were co-cultured with hiPSC-neurons for 18 days and electrophysiological analysis was performed (
Given that unsorted cultures contain astrocytes at sequential stages of maturation (
Human iPSC Lines
All iPSC lines were derived from skin biopsies of healthy donors. The participants were enrolled in a study approved by the Western Institutional Review Board (WIRB). This IRB-approved protocol includes the collection of biological samples, research use of these samples, and biobanking of samples. A broad consent form is utilized. iPSC lines 050743-01-MR-023 (51 y.o. male; line 1), 051106-01-MR-046 (57 y.o. female; line 2), 051121-01-MR-017 (52 y.o. female; line 3), 051104-01-MR-040 (56 y.o. female), 050659-01-MR-013 (65 y.o. female) were reprogrammed using the NYSCF Global Stem Cell Array® with the mRNA/miRNA method (StemGent), where line-to-line variability has been minimized due to the fully automated reprogramming process. iPSC lines were cultured and expanded onto Matrigel™-coated dishes in mTeSR1 medium (StemCell Technologies) or StemFlex™ medium (ThermoFisher). Lines were passaged every 3-4 days using enzymatic detachment with Accutase™ (ThermoFisher; A1110501) for 5 minutes and re-plated in mTeSR1™ medium with 10 μM ROCK Inhibitor (Y27632, Stemgent) for 24 hours. All five lines were used for CD49f+ astrocyte isolation and lines 1, 2, and 3 were then used for subsequent functional studies. All iPSC lines made though the NYSCF Global Stem Cell Array® undergo a rigorous quality check including a sterility check, mycoplasma testing, karyotyping, and a pluripotency check. A certificate of analysis (CoA) is provided upon delivery of the first cryovial. A representative CoA (from line 051121-01-MR-017) is shown in
Human Brain Samples
For healthy brain immunohistochemistry, a fresh sample from the subventricular zone of a 94-year-old male brain was obtained from Advanced Tissue Services. For Alzheimer's disease brain immunohistochemistry, a fresh frozen sample of prefrontal cortex from an 80-year-old male patient diagnosed with Alzheimer's disease (Braak score VI/VI) was obtained from Rhode Island Hospital's Brain Tissue Resource Center (Title 45 CRF Part 46.102(f)). For sorting from fetal brain tissue, de-identified fetal cortical tissues from gestational week 18 (no abnormalities) were obtained under approval from the Albert Einstein College of Medicine Institutional Review Board (IRB; Study protocol 2019-10439). Due to the nature of the tissue collection procedure, the precise location of the brain where tissue originated was not able to be determined.
Animals
All animal procedures were conducted in accordance with guidelines from the National Institute of Health and Stanford University's Administrative Panel on Laboratory Animal Care (#10726) and NYU School of Medicine's Institutional Animal Care and Use Committee (#IA18-00249). All rodents were housed with food and water available ad libitum in a 12-h light/dark environment. For experiments using mice, adult female Aldh1/1eGFP transgenic mice (postnatal day, P30) on a C57BL/6J background (GENSAT, MMRRC 036071-UCD) were used. For experiments using rats, Sprague Dawley dams with 4-6-day old postnatal pups (P4-6) were purchased from Charles River (Strain code: 400). All astrocyte purification was completed in rat pups before P7.
Human Healthy Brain Immunohistochemistry
Chunks were drop fixed in 4% paraformaldehyde overnight at 4° C., washed 3× in PBS, then stored in 30% sucrose in PBS at 4° C. overnight. These were then embedded in OCT (Fisher Scientific; 50-363-579), cryosectioned at 20 μm thickness and stained using the immunofluorescence protocol described below. Tissue was incubated at 40° C. for 10 minutes and blocked with PBS containing 0.1% saponin and 2.5% donkey serum for 1 hour. Primary antibodies (see Table 11) were applied overnight at 4° C. The next day, slides were washed 3× in PBS, incubated with secondary antibodies (Alexa Fluor) and HOECHST for 1 hour at room temperature, washed 3× for 10 minutes in PBS. Secondary antibodies were used at 1:500 dilution (all Alexa Fluor from ThermoFisher). Slides were mounted and imaged on a Zeiss Confocal Microscope.
Human AD Brain Immunohistochemistry
Tissue was drop fixed in 4% PFA (overnight, 4° C.), incubated with 30% sucrose (24 hrs, 4° C.), embedded in OCT, and cryosectioned onto slides (20 μm thickness). Tissue was incubated at 40° C. for 10 minutes, blocked with 10% normal goat serum, 0.1% Tween-20 for 1 hour, then stained for CD49f (Biolegend 313602, 1:1000) and GFAP (Sigma G3893, 1:1000), and DAPI (overnight, 4 C). After secondary antibodies were applied (Abcam ab150160, 1:5000; Abcam ab150113, 1:5000), TrueBlack™ (Biotium 23007) staining was conducted according to manufacturer's protocol. Slides were imaged on a Keyence BZ-X fluorescence microscope with a 60× oil-emersion objective. Images were taken at z-stack, then full-focus merged by channel in FIJI® software. Secondary-only controls were performed, showing no observable non-specific staining.
Primary Rat Astrocyte Purification, Culture, and Staining
Astrocytes were purified by immunopanning and cultured in serum-free conditions. Briefly cortices from 5-6 postnatal day 4-6 Sprague Dawley rat pups (Charles River) were dissected out and meninges and choroid plexus removed. The cortices were minced with a scalpel and digested in Papain for 40 minutes at 34° C. under constant CO2/O2 gas equilibration. The digested brain pieces were washed with CO2/O2-equibiriated ovomucoid inhibitor solution, triturated, and spun down through a cushion gradient containing low and high ovomucoid inhibitor layers. The resulting cell pellet was passed through a 20 μm nylon mesh to create a single cell suspension. The cells were then incubated in a 34° C. water bath for 30-45 minutes to allow cell-specific antigens to return to the cell surface. Negative selection was performed using Goat anti-mouse IgG+IgM (H+L), Griffonia (Bandeiraea) simplicifolia lectin 1 (BSL-1), Rat anti-mouse CD45, and O4 hybridoma supernatant mouse IgM, followed by positive selection for astrocytes using mouse anti-human integrin β5 (ITGB5). Purified astrocytes were detached from the panning plate with trypsin at 37° C. for 3-4 min, neutralized by 30% fetal calf serum, counted, pelleted, and resuspended in 0.02% BSA in DPBS. All isolation and immunopanning steps occurred at room temperature, except for the heated digestion, incubation, and trypsinization steps. Cells were plated at 70,000 cells per well in 6 well plates containing 2 mL/well of serum-free Astrocyte Growth Medium (50% Neurobasal Medium, 50% Dulbecco's Modified Eagle Medium (DMEM), 100 U/mL Penicillin & 100 μg/mL Streptomycin, 1 mM sodium pyruvate, 292 μg/mL L-glutamine, 5 μg/mL N-acetyl-L-cysteine (NAC), 100 μg/mL BSA, 100 μg/ml Transferrin, 16 μg/mL putrescine dihydrochloride, 60 ng/mL (0.2 μM) progesterone, and 40 ng/mL sodium selenite. Immediately before plating, the astrocyte trophic factor Heparin-binding EGF-like growth factor (HBEGF) was added (5 ng/mL) and media equilibrated to 37° C. in a 10% CO2 incubator). Cells were incubated at 37° C. in 10% CO2 and grown for 1 week. Cells were washed with room-temperature DPBS 3×, fixed with ice-cold methanol for 20 minutes, and washed 3× with DPBS. Cells were incubated for one hour in blocking solution (PBS containing 5% donkey serum). Primary GFAP antibody (Dako; Z0334) was applied overnight at 4° C. at 1:1000. The next day, cells were washed 3× in PBS, incubated with secondary antibodies (Alexa Fluor) and HOECHST for 1 hour at room temperature, and washed 3× for 10 minutes in PBS. Secondary antibodies were used at 1:500 dilution (all Alexa Fluor from ThermoFisher). Fluorescent imaging was performed on the Opera Phenix High-Content Screening System™ (PerkinElmer) using Harmony™ analysis software.
Primary Mouse Astrocyte Sort
Using Aldh1/1eGFP transgenic mice on a C57BL/6J background (GENSAT™, MMRRC 036071-UCD), a single cell suspension from the brain was created, with modifications. Briefly, following CO2 euthanasia, brains of four adult female (P30) mice were dissected out and then the hindbrain was removed. The remaining brains were minced with a scalpel and enzymatically digested in a CO2-equilibrated papain solution for 40 minutes in a 34° C. water bath, one brain per tube in a sealed glass bottle. The digested brain pieces were washed with CO2-equilibrated ice cold ovomucoid inhibitor solution, triturated, and spun down through a cushion gradient containing low and high ovomucoid inhibitor layers. The resulting cell pellet was passed through a 20 μm nylon mesh to create a single cell suspension. The cells from each brain were then pooled, split into 3 conditions, and stained for 30 minutes on ice with either CD49f antibody (BD 555736), its isotype control (BD 555844), or mock stained with the working buffer. Resulting cells were then washed three times and underwent fluorescence-activated cell sorting on a Sony™ SH800Z. Red blood cells, doublets, debris, and DAPI+ events were excluded, and gates were drawn around the Aldh1/1+, Aldh1/1−CD49f+, and Aldh1/1−CD49f− populations and were sorted into either 100 μl working buffer and imaged or directly into 350 μl Buffer RLT™ (Qiagen). The cells were imaged on a Keyence BZ-X fluorescence microscope. RNA was extracted from the cells sorted into Buffer RLT™ using the RNeasy™ kit (Qiagen). In order to determine the identity of the Aldh1/1− populations, reverse transcription PCR (RT-PCR) was performed using previously verified primers targeting Aldh1/1, Gfap, Snap25, Mog, Tmem119, and Cd31 (PECAM-1). Samples containing lysed unsorted brain cells and sorted red blood cells (RBCs) were also run, along with negative controls.
Differentiation of hiPSCs into Astrocyte
Cells were cultured in a 37° C. incubator, at 5% CO2. hiPSCs were induced along the neural lineage and differentiated as described herein. hiPSCs were plated at 1-2×105 cells per well on a Matrigel™-coated six-well plate in hPSC maintenance media with 10 μM Y27632 (Stemgent; O4-0012) for 24 hours. Cells were then fed daily with hPSC maintenance media. Once colonies were ˜100-250 μm in diameter (day 0), differentiation was induced by adding neural induction medium (see Table 5 below). Cells were fed daily until day 8. On day 8, medium was switched to N2 medium (see Table 7 below) and cells were fed daily until day 12. On day 12, cells were mechanically dissociated using the StemPro™ EZPassage™ Disposable Stem Cell Passaging Tool (ThermoFisher; 23181010). Cells from each well were split into two wells of an ultra-low attachment 6-well plate and plated in N2B27 medium (see Table 8 below). From day 12 onwards, two-third media changes were performed every other day. On day 20, cells were switched to PDGF medium using a two-third media change (see Table 9 below). On the same day, aggregates that are round, with a diameter between 300 and 800 μm, and with a brown center were picked. Picked spheres were plated (20 spheres per well of a 6-well plate) onto Nunclon-Δ plates coated with 0.1 mg mL−1 poly-L-ornithine (Sigma) followed by 10 μg mL−1 laminin (PO/Lam coating, ThermoFisher; 23017015). Spheres were allowed to attach for 24 hours and were gently fed with PDGF medium every other day (2/3 media change). At day 60-80, spheres and the cells migrating out of the spheres were dissociated with Accutase™ (ThermoFisher; A1110501) for 30 minutes and passed through a 70 μm strainer. The resulting single-cell suspension was sorted for CD49f-positive cells. After the sort, cells were frozen in Synth-a-Freeze (ThermoFisher; A1254201) or plated onto PO/Lam coated 96-well plates for functional analyses. 24 hours after plating, medium was switched to glial medium (see Table 10 below) and cells were fed with two-third media changes every other day. Spheres remaining on the strainer at the time of the sort were plated back onto a PO/Lam Nunclon-A plates for up to three times (named first, second and third round) to maximize astrocyte yield.
Tables 5-10 provide a list of media used in the protocol.
FACS for CD49f+ Astrocyte Isolation
Cells were lifted by incubation with Accutase™ for 30 minutes. Cell suspension was triturated 8-10 times and passed through a 70 μm cell strainer (Sigma; CLS431751) then diluted >7× with DMEM/F12 medium. Cells were spun in a 15 mL conical tube at 300 g for 5 minutes at room temperature. The cell pellet was resuspended in 200 μL of FACS buffer (PBS, 0.5% BSA, 2 mM EDTA, 20 mM Glucose) with 1:50 PE Rat Anti-Human CD49f antibody (BD Biosciences; 555736) and incubated on ice for 20 minutes. Cells were then washed in FACS buffer, pelleted at 300 g for 5 minutes and resuspended in FACS buffer containing propidium iodide for dead cell exclusion. The respective unstained, CD49f-only stained, and propidium iodide-only stained controls were run in parallel. CD49f+ cells were isolated via FACS on an ARIA-IIu™ Cell Sorter (BD Biosciences) using the 100 μm ceramic nozzle, at 20 or 23 psi. Data were analyzed using FlowJo™ v9.
For initial screening, BD Lyoplate-Human cell surface marker screening panel (BD Biosciences: 560747) and O4 antibody were used on day 78 cultures digested as described above.
For A1 stimulation, cells were treated with TNFα (30 ng/mL), IL-1α (3 ng/mL), and C1q (400 ng/mL) for 24-48 hours.
Differentiation into Oligocortical Organoids and Single-Cell Digestion
hiPSC line 051121-01-MR-017 was induced along the neural lineage and differentiated into oligocortical organoids. At days 117 and 169, organoids were digested into a single-cell suspension for FACS sorting. For digestion, 4 organoids were pooled and incubated in papain (Worthington: LK003150) for 30 minutes at 37° C. on a shaker. The cell suspension was triturated 10 times and placed back at 37° C. for 10 more minutes. The ovomucoid protease inhibitor was added and the cell suspension was spun down at 300 g for 4 minutes, resuspended in FACS buffer, and filtered through a 45 μm filter. The cell suspension was then stained for PE Rat Anti-Human CD49f antibody with appropriate controls and CD49f positive and negative fractions were isolated as described above. CD49f+ and CD49f− cell fractions were plated down on poly-ornithine and laminin-coated plates and fixed in 4% PFA for immunofluorescence analysis.
Oligocortical organoids were also fixed in 4% paraformaldehyde 1 hour at R.T., washed 3× in PBS, then stored in 30% sucrose in PBS at 4° C. overnight. Organoids were then embedded in O.C.T. compound and cryosectioned at 20 μm thickness.
Immunofluorescence
Cells were fixed in 4% paraformaldehyde for 10 minutes, washed 3× in PBS, and incubated for one hour in blocking solution (PBS containing 0.1% Triton-X100 and 5% donkey serum). Primary antibodies (see Table 11) were applied overnight at 4° C. The next day, cells were washed 3× in PBS, incubated with secondary antibodies (Alexa Fluor) and HOECHST for 1 hour at room temperature, and washed 3× for 10 minutes in PBS. Secondary antibodies were used at 1:500 dilution (all Alexa Fluor from ThermoFisher). For fluorescent image analysis and quantification of GFAP, AQP4, C3, and cell radial mean plates were imaged on the Opera Phenix High-Content Screening System™ (PerkinElmer) using Harmony™ analysis software. For MAP2 quantification plates were imaged on the ArrayScan™ XTI live high content platform (Thermo Fisher) and used CellProfiler™ software.
Antibodies used in these studies are shown in Table 11.
Immunofluorescence on Slides
Slides with cryosectioned organoids were incubated for one hour in blocking solution (PBS containing 0.1% saponin and 2.5% donkey serum). Primary antibodies (see Table 11) were applied overnight at 4° C. The next day, slides were washed 3× in PBS, incubated with secondary antibodies (Alexa Fluor) and HOECHST for 1 hour at room temperature, washed 3× for 10 minutes in PBS. Secondary antibodies were used at 1:500 dilution (all Alexa Fluor from ThermoFisher). Slides were mounted and imaged on a Zeiss Confocal Microscope.
Glutamate Uptake Assay
CD49 f+ astrocytes were incubated for 30 minutes in Hank's balanced salt solution (HBSS) buffer without calcium and magnesium (Gibco), then for 3 hours in HBSS with calcium and magnesium (Gibco) containing 100 μM glutamate. At the same time, identical volumes of HBSS with calcium and magnesium (Gibco) containing 100 μM glutamate were incubated in empty cell-free wells for determining the percentage of glutamate uptake. Samples of medium were collected after 3h and analyzed with a colorimetric glutamate assay kit (Sigma-Aldrich; MAK004-1KT), according to the manufacturer's instructions. Samples of HBSS with calcium and magnesium (Gibco) without glutamate were also run as negative controls. For A1 astrocytes, cells were treated with 3 ng/mL IL-1α (Sigma; I3901), 30 ng/mL tumor necrosis factor alpha (R&D Systems; 210-TA-020) and 400 ng/mL C1q (MyBioSource; MBS143105) for 24h prior to the experiment. Three iPSC lines and two to four technical replicates per lines were used. p-values were calculated using a one-way ANOVA with Dunnett's correction for multiple comparisons for comparing astrocytic glutamate uptake to the no astrocyte control or using multiple t-tests with Holm-Sidak's correction for multiple comparisons for comparing A1 astrocytes to A0 astrocytes.
Intracellular Ca2+ Imaging on hiPSC-Astrocytes
CD49f+ astrocytes from three iPSC lines were cultured on glass coverslips coated with 0.1 mg/ml poly-L-ornithine followed by 10 μg/ml laminin. For Ca2+ dye loading, cells were treated with Rhod-3/AM (ThermoFisher; R10145) for 30 minutes at 37° C., washed twice with glial medium and imaged 30-60 minutes later. Live fluorescence imaging of spontaneous Ca2+ activity was done with an ArrayScan™ XTi high-content imager (ThermoFisher) equipped with live cell module maintaining 37° C., 5% CO2 and >90% relative humidity environment. Whole field of view images at 20× magnification were acquired with Photometrics™ X1 cooled CCD camera (ThermoFisher) at 4 Hz for 2 minutes. For Ca2+ imaging experiments involving drug application cells were grown on 1.5× PO/Lam coated plastic coverslips (Nunc Thermanox) and then transferred to a heated (31° C.) recording chamber mounted onto an upright Olympus™ BX61 microscope. Fluorescence was recorded at 2 Hz by a cooled CCD camera (Hamamatsu™ Orca R2). Images were taken 2 minutes before and 3 minutes after the addition of ATP (100 μM), and drug application was done via whole chamber perfusion for a period of 60s. For quantification of the change in intensity over time, astrocytes were outlined as regions of interest (ROIs) and analyzed with ImageJ™ software. [Ca2+]i transients are expressed in the form of ΔF(t)/F0, where F0 is a baseline fluorescence of a given region of interest and ΔF is the difference between current level of fluorescence F(t) and F0. Fluctuations of ΔF(t)/F0 of less than 0.05 were considered non-responses.
Intracellular Ca2+ Imaging on Rodent Astrocytes
Postnatal rat astrocytes were purified by immunpanning (see above), plated at a density of 5,000 cells/35 mm glass-bottom dish (MatTek, No. 1.5) coated with poly-D-lysine, and maintained in serum-free culture conditions for 5-7 days. For imaging, astrocytes were pre-incubated for 15 minutes with 2 μM Fluo-4 AM (Invitrogen, F-14201) and washed with 1×PBS and replaced with normal astrocyte growth medium. Fluorescent image stacks were taken at 0.7 s intervals and intensity analyzed for 10-30 randomly selected cells per stack in ImageJ™. Data was collected from three separate preparations of astrocyte cultures from at least three different plates of cells per preparation.
Neuronal Differentiation and Co-Culture with Astrocytes
For neuronal differentiation, hiPSCs (line 3) were plated in a 12-well plate in hPSC maintenance media with 10 μM ROCK inhibitor (Y2732, Stemgent). The next day, the cells were induced and fed daily with neural induction media (DMEM/F12 (ThermoFisher; 11320033) 1:1 Neurobasal (ThermoFisher; 21103049) with 1× Glutamax, 1× N2 supplement, 1× B27 supplement without Vitamin A) with SB431542 (20 μM), LDN193189 (100 nM), XAV939 (1 μM). On day 10, the media was switched to neural induction media with XAV939 (1 μM), and the daily media changes continued. On day 15, cells were dissociated using Accutase™ and either frozen in Synth-a-freeze, or plated in neuronal media (Brainphys™ (StemCell Technologies; 05790) with 1× B27 supplement (ThermoFisher; 17504001), and 10 μM ROCK inhibitor) at 50 k/well in a PO/Lam coated 96-well plate (Corning; 353376). On day 16, the media was switched to neuronal media with BDNF (40 ng/mL), GDNF (40 ng/mL), Laminin (1 μg/mL), dbcAMP (250 μM), ascorbic acid (200 μM), PD0325901 (10 μM), SU5402 (10 μM), DAPT (10 μM). Cells were fed every other day. PD0325901, SU5402, and DAPT were taken out of the media after two weeks. CD49f+ astrocytes were plated on top of neurons on day 33 of neuronal differentiation and cells were fed every other day with neuronal media until day 50.
To study the effect of A1 astrocytes on neuronal maturation, CD49f+ astrocytes (15,000/well of a 96 well plate) were plated on top of neurons on day 33 of neuronal differentiation and cells were fed twice per week with neuronal media with or without TNFα, IL-1α, and C1q until day 51-53. To evaluate the potential direct effect of cytokines on neuronal maturation, neurons cultured alone were fed twice per week, starting at day 34 with neuronal media with or without TNFα, IL-1α, and C1q until day 53.
Electrophysiology
For whole-cell recordings, hiPSC-derived neurons from one iPSC line (line 3) were visualized using an upright Olympus BX61 microscope equipped with a 40× objective and differential interference contrast optics. Neurons were constantly perfused with Brainphys™ medium (STEMCELL Technologies, Catalog #05790) preheated to 30-31° C. Patch electrodes were filled with internal solutions containing 130 mM K+gluconate, 6 mM KCl, 4 mM NaCl, 10 mM Na+HEPES, 0.2 mM K+EGTA; 0.3 mM GTP, 2 mM Mg2+ ATP, 0.2 mM cAMP, 10 mM D-glucose. The pH and osmolarity of the internal solution were adjusted to resemble physiological conditions (pH 7.3, 290-300 mOsmol). Current- and voltage-clamp recordings were carried out using a Multiclamp™ 700B amplifier (Molecular Devices), digitized with Digidata™ 1440A digitizer and fed to pClamp™ 10.0 software package (Molecular Devices). For spontaneous EPSC recordings, neurons were held at chloride reversal potential of −75 mV. Data processing and analysis were performed using ClampFit™ 10.0 (Molecular Devices) and Prism software. CD49f+ astrocytes for co-cultures were from three iPSC lines. p-values to compare neurons alone to neurons with astrocytes or neurons with A0 astrocytes to neurons with A1 astrocytes were calculated using a two-tailed, unpaired t-test.
Neurotoxicity
Primary mouse cortical neurons (ThermoFisher; A15586) were thawed and plated into PO/Lam coated 96-well plates at a density of 20 k/well in Neurobasal media (ThermoFisher; 21103049) with 1× Glutamax, 1× B27 supplement (ThermoFisher; 17504001), and 1× PenStrep (Life Technologies; 15070063). Cells were fed the next day, then every other day until the addition of astrocyte conditioned media ten days later. CD49f+ astrocytes were plated into PO/Lam coated 24-well plates at a density of 200 k/well and kept in PDGF medium for 24 hours. The next day, the medium was switched to Neurobasal medium with 1× Glutamax, 1× PenStrep and 1× B27 supplement, and half-media changes were performed every other day, for one week. At day 8, a full media change was performed, with 600 μL of Neurobasal medium, 1× Glutamax, 1× PenStrep and 1× B27 supplement, minus antioxidants (ThermoFisher; 10889038) per well, with or without TNFα, IL-1α, and C1q. Astrocyte conditioned media (ACM) from CD49f+ A0 astrocytes (unstimulated) and A1 astrocytes (cultured with TNFα, IL-1α, and C1q) were collected 48 hours later and added to the mouse neuronal cultures without concentration. Mouse neurons were treated with 70% ACM with 5 μM IncuCyte Caspase-3/7 Green Apoptosis Assay Reagent™ (Sartorius; 4440) and imaged every 6 hours for 60 hours on an Incucyte™ S3 epifluorescence time lapse microscope (Sartorius). Mouse neurons were also treated with fresh media controls, with or without TNFα, IL-1α, and C1q. Two to four wells were analyzed per condition. For image analysis, we took 3 images per well using a 10× objective lens from random areas of the 96-well plate and plotted the total integrated intensity, known as the total sum of the objects' fluorescent intensity in the image. Data was normalized to the confluence per image. Data analysis was done using the Incucyte™ analysis software (Sartorius). Graphpad Prism™ software was used to perform a two-way ANOVA to determine statistical significance per line across conditions.
Human iPSC-neurons from one iPSC line (line 3) were differentiated as previously described until the addition of astrocyte conditioned media from three iPSC lines at day 66 of the differentiation. CD49f+ astrocytes were plated into PO/Lam coated 24-well plates at a density of 200 k/well in PDGF medium. The next day, the medium was switched to Brainphys™ medium with 1× PenStrep and 1× B27 supplement, then half-media changes were performed every other day. At day 8, a full media change was performed, with 600 μL of Brainphys™, 1× PenStrep, and 1× B27 supplement minus antioxidants per well, with or without TNFα, IL-1α, and C1q. Astrocyte conditioned media (ACM) from CD49f A0 astrocytes (unstimulated) and A1 astrocytes (cultured with TNFα, IL-1α, and C1q) was collected 48 hours later and applied to the hiPSC-neuron cultures without any concentration. hiPSC-neurons were treated with 67% ACM with 5 μM IncuCyte™ Caspase-3/7 Green Apoptosis Assay Reagent (Sartorius; 4440) and 1:2000 IncuCyte™ NucLight Rapid Red Reagent for nuclear labeling (Sartorius; 4717) and imaged every 6 hours for 72 hours on an Incucyte™ S3 epifluorescence time lapse microscope (Sartorius). hiPSC-neurons were also treated with fresh media controls, with or without TNFα, IL-1α, and C1q. Four to eight wells were analyzed per condition. For image analysis, we took 3 images per well using a 10× objective lens from random areas of the 96-well plate and plotted the percentage of caspase-3/7 positive nuclei. Data analysis was done using the Incucyte™ analysis software (Sartorius). Graphpad Prism™ software was used to perform a two-way ANOVA to determine statistical significance per line across conditions.
Synaptosome Engulfment Assay
Live CD49f+ astrocytes were plated on PO/Lap coated 96 well plates and treated with TNFα, IL-1α, and C1q for 48 hours. Cells were then incubated with 2 μL/mL pHrodo-conjugated synaptosomes in glial medium with or without TNFα, IL-1α, and C1q and imaged every hour with an Incucyte™ S3 epifluorescence time lapse microscope (Sartorius) for 2 days. Three iPSC lines and three or four wells/line were analyzed per condition. For image analysis, 3 images per well were taken using a 10× objective lens from random areas of the 96-well plate and plotted the total integrated intensity, known as the total sum of the objects' fluorescent intensity in the image. Data was normalized to the confluence per image. Data analysis was done using the Incucyte™ analysis software (Sartorius). Graphpad Prism™ software was used to perform a two-way ANOVA to determine statistical significance per line across conditions.
Bulk RNA Sequencing and Analysis
RNA isolation was performed using the RNeasy™ Plus Micro Kit (Qiagen; 74034). Media was aspirated off CD49f cells in culture, and cells were lysed in Buffer RLT™ Plus with 1:100 β-mercaptoethanol. Samples were then stored at −80° C. until processed further according to manufacturer's instructions. RNA was eluted in 17 μl RNase free ddH2O and quantified with a Qubit™ 4 Fluorometer (ThermoFisher; Q33227). Paired-end RNAseq data were generated with the Illumina HiSeq™ 4000 platform following the Illumina protocol. The raw sequencing reads were aligned to human hg19 genome using star aligner (Dobin et al. 2013) (version 2.4.0 g1). Following read alignment, featureCounts™ (v1.6.3) was used to quantify the gene expression at the gene level based on Ensembl™ gene model GRCh37.70. For re-analysis of human primary astrocyte, raw RNAseq data was downloaded from gene expression omnibus (GEO: accession GSE73721). Similarly, for comparison with a recently published hiPSC-derived astrocyte datasets, three bulk RNAseq raw data was downloaded from GSE97904, GSE133489, GSE99951. The RNAseq data from each of these published studies were processed using the same star/featureCounts pipeline as described above and then the gene level read counts were combined with the gene count data of samples described herein. Genes with at least 1 count per million (CPM) in more than 2 samples in the merged data were considered expressed and hence retained for further analysis, otherwise removed. Then the read count data were normalized using trimmed mean of M-values normalization (TMM) method to adjust for sequencing library size difference and then corrected for batch using linear regression. To examine similarities among samples, hierarchical cluster analysis was performed based on the respective transcriptome-wide gene expression data using R programming language. Meanwhile, a separate expression abundance, transcript per million (TPM), was also calculated using salmon (v0.14.1) with 50 bootstraps and fragment-level GC biases correction enabled for optimizing the abundance estimation.
Single-Cell RNA Sequencing
For A1-like astrocyte analysis, day 73 (line 3) or day 80 (line 1) unsorted hiPSC-derived cultures (to include astrocytes at different stages of development) were left untreated or were treated for 24 hours with TNFα, IL-1α, and C1q, then harvested in parallel using papain (Worthington; LK003153) and processed using the 10× Single Cell™ 3′ v2 or v3.1 protocols. For CD49f sorting experiment, day 73 (line 3) unsorted cultures were harvested using papain, sorted for CD49f, and the unsorted, CD49f, and CD49f fractions were processed using the 10× Single Cell 3′ v3.1 protocol. For fetal samples, unsorted, sorted CD49f+, and sorted CD49f− cells were processed using the 10× Single Cell™ 3′ v3.1. All samples were filtered through 40 μm Flowmi™ Cell Strainers (Scienceware; H13680-0040) to obtain a single cell suspension. In brief, the Chromium™ Single Cell A Chip (10× Genomics; PN-1000009) or the Chromium™ Next GEM Chip G Single Cell Kit (10× Genomics; PN-1000120) was loaded with ˜7,000 cells/sample and library preparation was performed as per the Chromium™ Single Cell 3′ Library & Gel Bead Kit manufacturer's recommendations (10× Genomics; PN-120237 and PN-1000121). The Chromium™ i7 Multiplex Kit (10× Genomics; PN-120262) was used. Quality control was performed using the Qubit™ 4 Fluorometer (ThermoFisher; Q33227) and the Agilent 4200 TapeStation™ system. The resulting prepared cDNA library was sequenced on a NovaSeq/HiSeg™ 2×150 bp, and ˜50,000 reads per cell were obtained.
Single-Cell Data Analysis.
Sequenced samples were initially processed using Cell Ranger™ software version 3.0.2 (10× Genomics) and were aligned to the GRCh38 (hg38) human reference genome. Through the Cell Ranger pipeline, digital gene expression matrices (DGE) were generated containing the raw unique molecular identifier (UMI) counts for each sample. In order to compare between samples, DGEs were merged using the muscat R™ package. Doublets were removed using the hybrid method of the scds package, therefore excluding the predicted 1% per thousand cells with the highest doublet scores. Quality control and filtering was completed using the scater R™ package. Cells were removed if their feature count, number of expressed features, and/or percentage of mitochondrial genes was outside of the median value±2.5 median absolute deviations. Genes were removed if they were undetected across all cells or if they were expressed by fewer than 20 cells. For hiPSC samples, of the 53,599 cells and 28,158 genes originally identified, 43,127 cells (81%) and 13,710 genes (49%) met these criteria and were included in the following analyses. For fetal samples, of the 29,585 cells and 28,161 genes originally identified, 22,281 cells (75%) and 14,146 genes (50%) met these criteria and were included in the following analyses.
Next, samples were integrated, clustered, and dimensionally reduced using Seurat™ version 3.1.0. The top 2000 variable genes, identified using FindVariableFeatures™ function, were used to integrate and cluster samples. Integration was performed using the first 30 dimensions of the Canonical Correlation Analysis (CCA) cell embeddings. Clusters and tSNE plots were generated using the first 20-30 principle components, and a resolution of 0.1-0.3 was used to cluster all cells (please see Table 12 below for specifics depending on round of analysis). Clusters were then identified manually based on a known set of neural cell-specific markers. New subset objects were made in order to analyze specific astrocyte-related clusters and/or samples (please see Table 12 below for subsetting strategy). This process was repeated separately for fetal samples.
Table 12. Principle components and resolution used for analyses. Object key: so_astro_plated, data from only astrocyte-related clusters from only A0/A1-like plated hiPSC-derived samples; so_sorted, data from only sorted hiPSC-derived samples; so_sorted_astro, data from only astrocyte-related clusters from only sorted hiPSC-derived samples; so_fetal, data from all fetal samples.
Through these analyses, in all hiPSC samples, 13 subpopulations were identified, including mature astrocytes, transitioning astrocytes, immature astrocytes, neural progenitor cells, oligodendrocytes, and neurons. In fetal samples, 18 subpopulations were identified, including mature astrocytes, immature astrocytes, oligodendrocyte precursor cells, myeloid cells, endothelial cells, and cells of unknown origin. tSNE plots, feature plots, and dot plots were generated using Seurat standard functions. Additionally, differential gene expression tables (data not shown) were generated using the FindAllMarkers™ function. Additionally, differential gene expression tables (data not shown) were generated using the FindAllMarkers™ function.
qRT-PCR
Reverse transcription was performed using the iScript™ cDNA Synthesis Kit (Biorad; 1708891) with 500 ng of RNA per reaction. Real-Time PCR was then performed on an Applied Biosystems™ 7300 Real-time PCR system with 5 ng cDNA per sample in triplicate using Taqman™ gene expression master mix (ThermoFisher; 4369514) and the following pre-designed Taqman™ gene expression assays (ThermoFisher; 4331182): ITGA6 (Hs01041011_m1), MEGF10 (Hs01002798_m1), MERTK (Hs00179024_m1), ITGA6 (Hs01090305_m1), GRIN2b (Hs01002012_m1), GRIA1 (Hs00181348_m1), GRIK1 (Hs00543710_m1), THBS1 (Hs00962908_m1), THBS2 (Hs01568063_m1), SPARCL1 (Hs00949886_m1), GPC6 (Hs00170677_m1), and ACTB (Hs01060665_g1). StepOnePlus™ Software (ThermoFisher) was used to determine Ct values. Expression values were normalized to ACTB and to A0 samples. CD49f+ astrocytes from three lines were untreated or treated with TNFα, IL-1α, and C1q for 24 hours before mRNA was collected. Two independent experiments were performed per line. Three technical replicates were run per sample. Graphpad Prism software was used to perform a paired t-test analysis to determine statistical significance across conditions.
Fetal Brain Digestion for Single Cell Suspension
Tissues were chopped and incubated in papain (Worthington; LK003150) for 30 minutes at 37° C. on a shaker. The cell suspension was triturated 10 times and placed back at 37° C. for 10 more minutes. The ovomucoid protease inhibitor was added and the cell suspension was spun down at 300 g for 4 minutes, resuspended in distilled water for 30 seconds for red blood cell lysis, diluted in FACS buffer, spun down at 300 g for 4 minutes, resuspended in FACS buffer, and filtered through a 45 μm filter. The cell suspension was then stained for PE Rat Anti-Human CD49f antibody with appropriate controls and CD49f positive and negative fractions were FACS-isolated as described above, except using a 130 μm nozzle, which is recommended for larger and adherent cells to reduce the likelihood of clogging; however, it may reduce the purity of the sorted populations. Unsorted, CD49f+, and CD49f− cell fractions were processed using the 10× Single Cell 3′ v3.1 protocol as described above or plated down on poly-ornithine and laminin-coated plates, fixed in 4% PFA in PBS 3 days later for 10 minutes, then washed 3× and stored in PBS.
Protein Quantification
Unstimulated astrocytes (A0) or astrocytes stimulated for 24 hours with TNFα, IL-1α, and C1q were lysed with protein lysis buffer consisting of RIPA™ buffer (Sigma; R0278), cOmplete™ Mini EDTA-free Protease Inhibitor 534 Cocktail (Sigma; 11836170001), Phosphatase Inhibitor Cocktail 3™ (Sigma; P0044), and Phosphatase 535 Inhibitor Cocktail 2™ (Sigma; P5726). Protein concentration for lysate samples was determined using a Pierce BCA Protein Assay Kit (Thermo Scientific; 23225). To quantify protein levels, equal amounts of protein per sample were run on the Wes™ (ProteinSimple). The following primary antibodies were used at a 1 to 50 dilution: ITGA6 antibody (Novus Biologicals; NBP1-85747), EAAT2 antibody (Santa Cruz Biotechnology; sc-365634), GFAP antibody (Dako; Z0334), TIMP-1 antibody (R&D Systems; AF970), beta-actin antibody (Santa Cruz Biotechnology; sc-47778). ProteinSimple™ Detection Modules were used for as secondary antibodies. Protein was collected from three cell lines and two independent experiments. Two technical replicates were run per sample. Protein levels were determined using Compass™ software (ProteinSimple™) as the area under the curve and were normalized to beta-actin. Graphpad Prism™ software was used to perform a paired t-test to determine statistical significance between conditions.
Quantification and Statistical Analysis
The software used for quantification is specified for each assay. Briefly, Graphpad Prism™ software was used for all statistical analyses. The statistical test used, value of n, and meaning of n are indicated in the figure legends and the corresponding methods section. The definition of center and dispersion and precision measures are indicated in the figure legends. Statistical significance is defined as p<0.05 (*=p<0.05; **=p<0.01, ***=p<0.001, ****=p<0.0001).
Additional Resources
RNA sequencing datasets from this study are available in a user-friendly searchable online database (nyscfseq.appspot.com).
Although the objects of the disclosure have been described with reference to the above example, it will be understood that modifications and variations are encompassed within the spirit and scope of the disclosure. Accordingly, the disclosure is limited only by the following claims.
This application is a U.S. National Stage of International Application No. PCT/US2020/035391, filed May 29, 2020, which claims the benefit of priority of U.S. Provisional Patent Application No. 62/854,207, filed May 29, 2019, U.S. Provisional Patent Application No. 62/864,750, filed Jun. 21, 2019, and U.S. Provisional Patent Application No. 62/912,497, filed Oct. 8, 2019, the contents of each of which are hereby incorporated by reference in their entireties.
This invention was made with government support under 1R21 NS11186-01 awarded by the National Institute of Neurological Disorders and Stroke (NINDS) of the National Institute of Health (NIH). The government has certain rights in the invention.
Filing Document | Filing Date | Country | Kind |
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PCT/US2020/035391 | 5/29/2020 | WO |
Number | Date | Country | |
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62912497 | Oct 2019 | US | |
62864750 | Jun 2019 | US | |
62854207 | May 2019 | US |