Abstract
T cells are pivotal effectors of the immune system and can be harnessed as therapeutics for regenerative medicine and cancer immunotherapy. An unmet challenge in the field is the development of a clinically relevant system that is readily scalable to generate large numbers of T-lineage cells from hematopoietic stem/progenitor cells (HSPCs). Here, we report a stromal cell-free, microbead-based approach that supports the efficient in vitro development of both human progenitor T (proT) cells and T-lineage cells from CD34+cells sourced from cord blood, GCSF-mobilized peripheral blood, and pluripotent stem cells (PSCs). DL4-μbeads, along with lymphopoietic cytokines, induce an ordered sequence of differentiation from CD34+ cells to CD34+CD7+CD5+ proT cells to CD3+αβ T cells. Single-cell RNA sequencing of human PSC-derived proT cells reveals a transcriptional profile similar to the earliest thymocytes found in the embryonic and fetal thymus. Furthermore, the adoptive transfer of CD34+CD7+ proT cells into immunodeficient mice demonstrates efficient thymic engraftment and functional maturation of peripheral T cells. DL4-μbeads provide a simple and robust platform to both study human T cell development and facilitate the development of engineered T cell therapies from renewable sources.
Similar content being viewed by others
Introduction
T cells are an important cellular component of the immune system that can be harnessed for both regenerative and immunotherapeutic approaches1,2,3. Currently, T cell-based immunotherapies generally rely on autologous T cells, limiting their use4,5. To overcome this challenge, technologies for the in vitro generation of T-lineage cells from stem cells have been developed6,7,8,9,10. However, there remains a need for the scalable production of T cells in a non-xenogeneic stromal cell-free system that is compatible with clinical applications.
T cells develop from bone marrow-derived progenitors that seed the thymus. The thymus provides a specialized microenvironment wherein thymic epithelial cells (TECs), expressing Delta-like 4 (DLL4), interact with Notch-1 receptor-bearing progenitors to induce T cell commitment and differentiation11. Several stromal-cell based approaches mimic the thymic environment by providing Notch ligands, including the OP9-DL4 co-culture system7,12 and the recently developed artificial thymic organoid system8,13. These approaches enable Notch signaling to initiate the T cell program in hematopoietic stem/progenitor cells (HSPCs) in the absence of the thymus. However, the use of serum-containing medium and xenogeneic stromal cells in these systems limits their use for clinical translation.
The development of stromal-cell free systems similarly recapitulates the requirement for Notch signaling, such as the use of plate-bound Notch ligands7,14,15,16,17,18 and adhesion molecules, like VCAM119, for the generation of T-lineage cells and progenitor T cells (proT), with proT cells being capable of thymus engraftment in immunodeficient mice. Importantly, plate-bound approaches are limited by the surface area of tissue-culture plates, which presents challenges for large-scale production20,21.
An ideal alternative would be a technology capable of generating T-lineage cells from multiple sources of stem cells using a simple serum- and stromal cell-free approach that is amenable to large-scale suspension cultures. Here, we report the development of a bead-based in vitro system that supports robust differentiation of mouse and human HSPCs and human induced pluripotent stem cells (iPSC) to yield proT and T-lineage cells. Therefore, the DL4-μbead culture system provides an avenue for the clinically relevant generation of T cells from engineered PSC lines.
Results
DL4-μbeads induce Notch signaling and T cell development from mouse HSPCs
Previous stromal cell-free strategies have relied on two-dimensional (2D) tissue culture platforms using DLL4 Fc-fusion proteins (DL4-Fc) immobilized on tissue-culture plates7,9,18,19. We evaluated whether DL4-Fc immobilized onto the surface of microbeads could induce Notch activation. The DL4-Fc construct was designed with a BirA recognition sequence (AviTag) at its C-terminus, enabling enzymatic conjugation with a single biotin molecule (Fig. 1a). Biotin incorporation onto DL4-Fc was confirmed by Western Blot (Supplementary Fig. 1a) and its subsequent conjugation to streptavidin (SA)-coated polystyrene beads (SA-beads) was assayed by flow cytometry (Fig. 1b). Increasing amounts of biotinylated DL4-Fc were incubated with a constant number of SA-beads, and 0.5 μg of biotinylated DL4-Fc per 2 × 105 25 µm beads appeared to saturate available binding sites.
To evaluate the influence of bead size on triggering Notch signaling, biotinylated DL4-Fc was conjugated to SA-beads of various sizes (6.5-100 μm). Functionalized beads were incubated with a reporter cell line, 3T3N1Cluc cells, in which Notch activation leads to luciferase expression. The design of the experiment ensured that the number of beads in each condition represented, in aggregate, the same total surface area and therefore, the same number of DL4-Fc molecules presented to 3T3N1Cluc cells (Fig. 1c). Of note, the size of DL4-μbeads significantly affected their ability to activate Notch signaling, with 5 to 10-fold higher levels of luciferase reporter activity achieved with 25 µm DL4-µbeads, as compared to the other smaller and larger beads, or plate-bound DL4-Fc.
We next asked whether 25 µm DL4-µbeads, with the addition of IL-7, Flt3L, and SCF, could induce T cell development from mouse HSPCs. Lineage−Sca1+cKit+ cells were isolated from E15 fetal livers and cultured with DL4-µbeads for 7 days. Imaging revealed a close interaction of HSPCs with DL4-µbeads (Supplementary Fig. 1b). To determine the optimal bead to cell ratio for the induction of T cell development, we tested a range from 1:1 to 27:1 (bead:cell) in a 7 day culture. Flow cytometric analysis showed the appearance of T-lineage CD90+ and CD25+ cells at all bead:cell ratios, with the 9:1 ratio yielding the highest frequency of T-lineage cells (Fig. 1d). As expected, unconjugated μbeads (UN) failed to support the differentiation of T cells and allowed for the appearance of CD11b+ myeloid and CD19+ B cells. In contrast, myeloid and B-lineage cell differentiation were inhibited in the presence of DL4-µbeads (Fig. 1d). Extending the culture period, with weekly bead and media changes, led to the appearance of CD4+ CD8+ double-positive (DP) cells, and αβTCR/CD3+ CD4−CD8+ single-positive (SP8) cells by 28 (Fig. 1e), demonstrating the ability to generate T cells from mouse HSPCs in a serum- and stromal cell-free system.
Human progenitor T cell development from CB and mPB
We tested whether DL4-μbeads could induce T cell development from human CD34+ HSPCs derived from umbilical cord blood (CB-CD34+) and granulocyte-colony stimulating factor (G-CSF)-mobilized peripheral blood (mPB-CD34+). Sorted CB-CD34+ cells were cultured in serum-free media with DL4-µbeads (9 beads to 1 cell ratio) in the presence of cytokines for 7 days, which led to the emergence of T-lineage cells expressing CD34, CD7 and CD5 (Fig. 1f, g, Supplementary Fig. 2). We also evaluated the use of magnetic DL4-μbeads to induce T cell development from CB-CD34+ cells while also facilitating bead removal by autoMACS separation (Supplementary Fig. 3). Extending DL4-µbead cultures for another 7 days resulted in a 400-fold total cell expansion and developmental progression to the CD34−CD7+ CD5+ stage, indicating T-lineage commitment (Fig. 1f–h). Culturing mPB-CD34+ cells with DL4-µbeads yielded a similar developmental progression, albeit with a lesser fold expansion after 14 days (Supplementary Fig. 4a–c). Both CB- and mPB-CD34+ cells generated CD56+ innate lymphoid cells (ILC) and CD33+ myeloid cells early on (D7), but later on (D14), T-lineage cells made up the vast majority of the live hematopoietic cells (70% CD7+ CD5+) (Fig. 1g, Supplementary Fig. 4b).
Our findings show that DL4-µbeads can induce T cell development from both CB- and mPB-CD34+ cells. We sought to determine whether the DL4-µbead system was able to fully capture the intrinsic T-lineage potential of these HSPCs. To address this, CB- and mPB-CD34+ cells were placed in a limiting dilution assay (LDA) with DL4-μbeads for 14 days, and scored for the presence of CD45+ CD7+ CD56− cells. The results shown in Fig. 1i and Supplementary Table 1 demonstrate that CB-CD34+ cells gave rise to T-lineage cells at a frequency of 1 in 15, while mPB-CD34+ cells had a frequency of 1 in 172. Of note, the obtained T cell progenitor frequency of CB-CD34+ cells cultured with DL4-μbeads is similar to that observed using the OP9-DL4 co-culture platform22, validating the DL4-μbead system as an effective readout of T cell progenitor frequencies and underscoring the differences between CB- and mPB-CD34+ cells to give rise to T cells.
Scalability and comparison of DL4-μbeads to plate-bound DL4-Fc cultures
To extend the comparison of the DL4-μbead system to existing stromal cell-free cultures for the generation of T-lineage cells, we performed side-by-side comparisons using CB-CD34+ cells cultured with DL4-μbeads along with plate-bound DL4-Fc (Fig. 2a). To directly compare the effectiveness of DL4-Fc when used in either platform, increasing amounts of DL4-Fc were adsorbed onto tissue culture-treated plates (1 μg/mL to 9 μg/mL), with 1 μg/mL being equivalent to amount bound onto the DL4-μbeads and 9 μg/mL being equivalent to what has been established in the literature. Cultures with DL4-μbeads gave rise to CD7+ CD5+ cells at a similar frequency and cell yield as that observed with DL4-Fc adsorbed at 3 and 9 μg/mL. Of note, cultures with DL4-μbeads significantly outperformed those with DL4-Fc adsorbed at 1 μg/mL. Additionally, an LDA analysis of T cell progenitor frequency performed with DL4-μbeads or DL4-Fc adsorbed at 3 and 9 μg/mL showed a trend for a higher frequency outcome when assayed on DL4-μbeads (Fig. 2b and Supplementary Table 2). To establish the potential for scalability of the DL4-μbead platform, we took advantage of the Gas Permeable Rapid Expansion (G-Rex) system, a good manufacturing practice (GMP)-compliant bioreactor. 2.5 × 104 CB-CD34+ cells were cultured with DL4-μbeads (9 beads to 1 cell ratio) for 7 days, followed by a full-media change and re-addition of fresh DL4-μbeads for another 7 days. After 14 days of culture, flow cytometric analysis and cell counts revealed a similar phenotype and fold expansion of cellularity, respectively, as to what was observed in tissue-culture treated 96-well plates (Fig. 2c), demonstrating the adaptability of the DL4-μbead platform to large-scale G-Rex systems.
Differentiation of human PSCs to T-lineage cells by DL4-μbeads
Despite advances in the ability to differentiate human PSCs into different hematopoietic lineages, the generation of T cells has been especially challenging, under serum- and stroma-free conditions. To address this, we induced the differentiation of human iPSCs as embryoid bodies (EBs) in chemically defined media with a stage-specific combination of morphogens and hematopoietic cytokines (Fig. 3a). After 8 days of differentiation, CD34+ cells were harvested and stained for the presence of markers that identify arterial (CD184+) and venous (CD73+) endothelium (Fig. 3b). Cells lacking the expression of these two markers include a definitive hemogenic endothelium population with T cell potential23. There is no apparent increase in cellularity from the iPSC to EB differentiation step, which given the percentage of CD34+ cells obtained from EBs post-MACS enrichment, resulted in an approximate cell yield of 1 iPSC-derived CD34+ cell per 10 iPSCs used to initiate the culture.
Sorted (D8) iPSC-derived CD34+ cells (iPSC-CD34+) were cultured with DL4-µbeads, and flow cytometric analysis of early time points, day 7 and 14, showed the appearance of CD34+ CD7+ cells, followed by CD34−CD7+ CD5+ cells (Fig. 3c,d). LDA analysis of iPSC-CD34+ cells in culture with DL4-µbeads revealed a T cell progenitor frequency of 1 in 1.3 × 103 (Fig. 3e), which is significantly lower than what was observed for CB- and mPB-CD34+ cells (Fig. 1i, Supplementary Table 1).
To dissect the cellular heterogeneity and transcriptional profile of iPSC-proT cells, we performed single-cell RNA sequencing on 2,653 CD45+ CD34+ CD7+ iPSC-proT cells, sorted from DL4-μbead cultures (Fig. 3e, GSE169279). Uniform manifold approximation and projection algorithm was used to visualize the expression of T-lineage markers (IL7R, LCK, TRDC), Notch-target genes (CD7, DTX1, HES1) and alternative lineages (LMO4, CD19, NCAM1). Consistent with our flow cytometry results, there is a clear developmental progression of CD34+ cells to more specified progenitors, which correspond with an increase in T-lineage transcription factors. A small cluster of less differentiated cells was present and marked by the expression of LMO4, likely representing group 2 innate lymphoid cells (ILC2)24.
We sought to determine the transcriptional fidelity of iPSC-proT cells by comparing them to primary thymocytes derived from human prenatal (7pcw, 8pcw, 12pcw) and postnatal thymi (35 yrs)25 (Fig. 3g, ArrayExpress: E-MTAB-8581). Sequencing data from a total of 38,619 cells were integrated and batch-corrected, and differential expression of genes between clusters were used to identify and annotate hematopoietic and thymic stromal cells (Supplementary Fig. 5). Using canonical T-lineage marker genes and recently defined developmental markers (ST18 for DN, AQP3 for DP and TOX2 for DP-to-SP transition)25, the T cell cluster was further divided into DN, DP and SP sub-clusters (Fig. 3h and Supplementary Fig. 6). The cellular composition based on the developmental stages showed that iPSC-proT cells were found to be present almost exclusively in the DN subset (Fig. 3i). Further analysis on genes that mark early T cells (CD34, IGLL1), migration (CCR7) and ontogeny (LIN28B, HMGA2, IG2BP3) suggest a developmental similarity between fetal and iPSC-T cell development (Supplementary Fig. 7).
Generation of PSC-derived CD3+αβ T cells
Analysis of iPSC-DL4-µbead cultures at later time points revealed the presence of CD7+ CD5+ T-lineage cells, and the emergence of CD3−CD4+ immature single positive cells after 21 days (Fig. 4a and Supplementary Fig. 8). By day 35, DPs appeared, and they predominated by day 42 of culture. Total cellularity peaked at day 28 with a 750-fold expansion over input. Subsequently, there was a decrease to 100-fold by D42, consistent with the cell death expected to occur with thymocyte selection events (Supplementary Fig. 8). Differentiation of iPSC-CD34+ cells for 42 days showed consistent progression to CD3/αβTCR-expressing DP cells with a ~150 fold expansion over input iPSC-CD34+ cells (Fig. 4b). We also examined T cell development from STIPS.A3, an iPSC cell line reprogrammed from T cells (Fig. 4a). STIPS.A3 displayed rapid and orderly T cell development, with an accelerated CD3/αβTCR expression by D21. These findings, together with our results from mouse and human HSPCs, demonstrate that DL4-µbead cultures have a robust capacity for generating T-lineage cells from multiple sources of stem cells.
DL4-μbead-derived human proT cells show thymus-reconstituting ability in vivo
We sought to assess the ability of CD34+ CD7+ proT cells derived from HSPC/DL4-µbead cultures to engraft the thymus of NSG mice. The production of proT cells was scaled up, switching from 96-well plates to T75 flasks, again demonstrating the scalability of the DL4-µbead system. CD34+ CD7+ proT cells were sorted from day 7 cultures and injected intrahepatically into neonatal NSG mice (Fig. 5a). After 4 weeks, flow cytometric analyses of recipient mice thymuses revealed high levels of engraftment (~80%) by human CD45+ cells, which included DP and SP thymocytes, and lacked myeloid and B-lineage cells (Fig. 5b). After 12 weeks post-engraftment, we detected mature αβTCR/CD3-bearing CD8+ and CD4+ T cells in the thymus and spleen, indicating that proT cells derived from DL4-µbeads were capable of reconstituting the periphery of immunodeficient NSG mice (Fig. 5c). To confirm whether the T cells present in the spleen were functionally mature, CD3+ T cells were harvested after 12 weeks and stimulated with anti-CD3/CD28 in vitro (Fig. 5d). As anticipated, both IFN-γ and TNF-α were readily detected in stimulated T cells, indicating that human CD34+ CD7+ proT-cells produced by DL4-µbeads are capable of homing to and engrafting thymi in vivo and subsequently giving rise to mature cytokine-secreting CD3+ T-cells in the periphery.
Discussion
In this study, we present a bead-based platform for generating T-lineage cells from multiple sources of stem cells. Our design relies on the immobilization of DL4-Fc to μbeads of a determined size, obviating the need for stromal elements and providing a scalable cell suspension culture alternative to existing plate-bound approaches. Stromal cell-free strategies have until now relied on the immobilization of Notch ligands to the surface of tissue-culture plates14,15,16,17,19, since DL4-Fc in soluble form fails to activate Notch signaling26. This approach has a practical limitation in terms of space required to generate clinically relevant numbers of T-lineage cells using plates20,21. In addition, plate-bound systems are not conducive to the dynamic nutrient mixing required to scale up production. Here, we took advantage of the linearly scalable G-Rex system27, demonstrating the adaptability of the DL4-μbead platform. Moreover, a direct comparison of DL4-μbeads to plate-bound conditions showed comparable effectiveness in supporting T-lineage differentiation from HSPCs. However, DL4-μbeads appeared to be more efficient in inducing Notch-dependent signaling when equal amounts of DL4-Fc were used. Therefore, technologies that are amenable to suspension cultures and seamlessly incorporated into automated closed bioreactor systems are warranted. Our results indicate that the DL4-μbead system meets these requirements.
The presentation of Notch ligands on beads has been previously investigated28. However, their capacity to support the generation of T cells was not addressed. Our studies have identified several key features for optimal induction of Notch signaling using a bead-based system. First, we identified bead size as a key parameter, with a 25 μm diameter providing the highest levels of Notch activation across evaluated sizes. This explains previous studies where Notch-ligand functionalized beads of less than 10 μM were unable to induce the differentiation of HSPCs into T cells, but rather supported the differentiation of HSPCs into alternative non-T cell lineages28. Secondly, the bead to cell ratio was an important factor in optimizing Notch signaling. As DL4-μbeads lack the capacity for ligand endocytosis, it remains unclear how the necessary force of 4-12 pN that is generated to expose proteolytic cleavage sites in the Notch receptor29,30,31. One possibility points to the force created by the product of the bead’s mass and acceleration, which is reached by a 25 μm bead and enables the activation of the Notch receptor. Further investigation could reveal the physical characteristics that enable this particular bead size and ratio to effectively turn on Notch signaling. Uncovering these requirements will allow for additional design parameters to further refine the technology. As T cell differentiation cultures in this study were static, it is possible that bead size will need to be re-evaluated in dynamic cultures as the biophysical properties change.
Human proT cells derived from HSPCs cultured with DL4-μbeads are capable of thymic engraftment, and therefore will enable the development of cell-based therapies for immune regeneration. The development of cellular therapies relying on functionally validated, banked, broadly histocompatible cell types would have a major impact on the applicability and cost of adoptive T cell therapies4,5. This prospect raises the challenge of differentiating PSCs to T-lineage cells under serum- and stroma-free conditions. Here, we benchmarked iPSC-proT cells to publicly available human thymus scRNA-seq data25, which equated these cells to early fetal thymocyte progenitors, rather than the progenitor counterparts present in the adult thymus.
The limited progression to mature SP stages is not surprising as the system lacks stromal-elements that would provide positively-selecting ligands. This could be overcome through stimulation of purified iPSC-derived CD4+ CD8+ DP cells with anti-TCR/CD3 antibodies32,33,34. Nonetheless, the differentiation of TCR-transduced iPSCs or re-differentiation of iPSCs from T cells enhances the efficiency of generating αβTCR-expressing T cells32,33,34, which was also the case in our iPSC-DL4µbeads cultures.
The standardization of the DL4-μbead platform coupled with LDAs revealed intrinsic differences in T cell differentiation from different stem cell sources. We found a clear hierarchy from CD34+ cells, with CB > mPB > iPSCs in their T cell progenitor frequency when cultured with DL4-µbeads. These findings are consistent with the observation that CB-CD34+ cells are able to effectively give rise to T cells in vitro and in vivo35,36. Reports comparing mobilization regiments revealed a direct effect of G-CSF on mPB-CD34+ cells, with the proportion of HSCs capable of reconstituting NSG mice being decreased37. The diminished capacity of iPSC-CD34+ cells to support the differentiation of T-lineage cells could be attributed to the inability of existing protocols to fully recapitulate the spatial and temporal events occurring during embryonic hematopoiesis38,39,40,41. Strategies to bias lineage choice or generate true HSCs would increase the efficiency of T cell generation42,43,44, adapting these approaches to the DL4-μbead platform is of interest and could increase the efficiency of T-lineage generation from PSC.
The DL4-μbead approach offers a simple, powerful, reproducible and potentially scalable platform for T cell generation. The modularity of the bead platform could allow for the attachment of other Notch-ligands or ligands that interact with mechanoreceptors45. This flexibility will facilitate the investigation of Notch signaling in other lineages and permit adoption of DL4-μbeads to multiple types of culture systems46,47,48. In summary, our platform has many experimental and clinical applications, which when combined with emerging genetic engineering strategies should facilitate the development of new cell-based immunotherapeutic approaches.
Methods
Mice
NOD.cg-PrkdcscidIL2rgtm/Wjl/Sz (NOD/SCID/γcnull [NSG]) and C57BL/6 mice were purchased from Jackson Laboratory (Bar Harbor, ME), housed, bred and maintained in the Comparative Research Facility of the Sunnybrook Research Institute, under specific pathogen-free conditions. All animal procedures were approved by the Sunnybrook Research Institute Animal Care Committee and performed in accordance with the committee’s ethical standards.
Human CD34+HSPC samples
Human UCB samples were obtained by syringe extraction and collected in a blood-pack unit containing citrate phosphate dextrose anti-coagulant (Baxter Healthcare, Deerfield, Illinois) from consenting mothers following delivery in accordance to approved guidelines established by the Research Ethics Board of Sunnybrook Health Sciences Centre. Within 24 h of collection, cord blood mononuclear cells were isolated using Ficoll density centrifugation, and pre-enriched for CD34+ cells using magnetic-activated cell sorting (MACS), as previously described22. Sorted human HSCs (CD34+) were greater than 90% pure as determined by post-sort flow cytometry analysis. MACS-purified CD34+ human GCSF-mPB samples were obtained from StemCell Technologies (Vancouver, BC Canada).
Cell lines
HEK-293T and NIH3T3 cells were purchased from American Type Culture Collection (ATCC, Manassas, VA) and were maintained in DMEM [supplemented with 10%(v/v) FBS, 2 mM Glutamax, Penicillin (100 U/ml)/Streptomycin (100 mg/ml) (Thermo Fisher Scientific), 2 mM 2-mercaptoethanol (Sigma-Aldrich)].
DL4-Fc protein design and purification
The coding sequence of the extracellular domain of human DLL4 was cloned upstream of a Histidine (His) tag followed by the Fc portion of human IgG3 (including the hinge region) along with a BirA recognition sequence (Avitag) at the C-terminus interspaced by Gly-Ser spacers (DL4-Fc, Fig. 1a). This construct was inserted into a pIRESpuro2 mammalian expression plasmid (Clontech, CA). The resulting plasmid was transfected into HEK-293T cells using a standard CaPO4 transfection method and cells with a stably integrated plasmid were selected based on puromycin resistance (2 mg/mL). Cells were expanded in Freestyle 293 expression media (Thermo Fisher Scientific). Supernatant containing the HEK-293T cell-secreted DL4-Fc fusion protein was subjected to fraction purification using HiTrap Protein G affinity columns (GE Healthcare) attached to the ÄKTAprime plus (GE Healthcare) automated chromatography system. Eluted fractions that contained DL4-Fc protein, as determined by Western blot analysis, were pooled and protein concentration was determined by spectrophotometry.
Biotinylation of DL4-Fc
A single biotin molecule was enzymatically conjugated to the AviTag sequence at the C-terminus of DL4-Fc using the BirA-500 Kit (Avidity Biosciences, La Jolla, CA) according to the manufacturer’s instructions. Briefly, 2.5 μg of BirA was added to 500 μg of DL4-Fc in a reaction volume of 500 μL PBS, containing free biotin, and incubated for 1 h at RT. To remove any remaining free biotin, the reaction material was desalted using a 40 K MWCO Zeba™ Spin Desalting Column (Thermo-Fisher) according to the manufacturer’s instructions. Biotinylated DL4-Fc was subsequently stored at 4 °C.
DL4-Fc plate-bound preparation
DL4-Fc was diluted in chilled phosphate-buffered saline (PBS) to the indicated concentration and 50 μL/well was used to coat flat-bottom standard tissue-culture 96-well plates overnight at 4 °C. Wells were washed once with PBS before seeding cells to remove any unbound ligand from the wells.
Generation of DL4-μbeads
1 μg of biotinylated DL4-Fc was incubated with streptavidin (SA)-coated polystyrene or iron-oxide-coated µbeads (Spherotech, Lake Forest, IL), ranging from 1 to 100 µm in diameter, for 30 min at RT. DL4-μbeads were washed with 4 mL PBS and spun down at 3000 × g for 10 min. After a second wash, DL4-μbeads were re-suspended in various volumes of PBS to achieve the indicated concentrations. Unconjugated μbeads were prepared in parallel, to serve as a negative control.
Notch reporter assay
RBPJ consensus binding sites (6X) were inserted into the promoterless pGL4.17[luc2/Neo] plasmid (Promega, Madison, WI), yielding a Notch activation luciferase reporter plasmid, pGL4.17-N1Rep, which also confers resistance to Neomycin. NIH3T3 cells were co-transfected with pMIGR-NOTCH1 (gift from Warren Pear, University of Pennsylvania, PA) and pGL4.17N1Rep plasmids. Cells that were resistant to Neomycin treatment (1 µg/mL) were selected and sorted for GFP expression. NIH3T3 cells were single-cell sorted into 96 well plates. The resulting clone, named 3T3N1CLuc, was selected based on high luciferase activity following Notch activation and low background luciferase activity in the absence of Notch signaling.
DL4-μbeads were added to 3 × 104 3T3N1CLuc cells in a standard tissue culture-treated flat-bottom 96-well plate and incubated overnight in αMEM supplemented with 5% FBS. Cells were lysed and assayed for luciferase activity using the Firefly Luciferase Assay Kit 2.0 (Biotium, Fremont, CA) according to the manufacturer’s instructions. Briefly, growth medium was removed and cells were washed with PBS prior to adding lysis buffer. Cells were lysed by freezing at −80 °C for 10 min followed by thawing before transferring lysates to a 96-well flat-bottom opaque polystyrene plate (Corning, Corning, NY). D-luciferin was prepared and added to each well by automatic dispenser and analyzed using the Synergy H1 plate reader (BioTek Instruments Inc., Winooski, VT). Human IgG and DL4-Fc plate-bound controls were prepared the previous day by adsorbing 50 μL/well of protein (10 μg/mL) to flat-bottom 96-well plates overnight at 4 °C prior to washing and seeding of 3T3N1CLuc cells the following day.
T Cell Differentiation with DL4-μbeads
Human HSPCs (CB CD34+, mPB CD34+ and iPSC CD34+) were cultured with DL4-μbeads at a starting ratio of 1 cell to 9 beads (1:9) in StemSpan SFEM II supplemented with StemSpan T Cell Progenitor Expansion Supplement (StemCell Technologies) at 37 °C in 5% CO2 incubator. Mouse FL LSKs were cultured with DL4-μbeads at the indicated ratios in IMDM + BSA, insulin, transferrin (BIT) (StemCell Technologies) supplemented with 100 ng/mL each of FMS-like tyrosine kinase 3 ligand (Flt3L), and stem cell factor (SCF) and interleukin (IL)-7. After 7-day culture intervals, cells were counted and subjected to a full media change, including re-addition of DL4-μbeads at a 1:9 ratio.
Progenitor T cell differentiation in G-Rex system
CB-CD34+ cells were cultured with DL4-μbeads in the G-Rex 24 Multi-Well Cell Culture Pate (Wilson Wolf). 2.5 ×104 CB-CD34+ cells were cultured with DL4-μbeads at a starting ratio of 1 cell to 9 beads in StemSpan SFEM II supplemented with StemSpan T Cell Progenitor Expansion Supplement (StemCell Technologies) at 37 °C in 5% CO2 incubator. After 7 days, a full-media change was performed followed by re-addition of fresh DL4-μbeads for another 7 days.
Limiting dilution assay
Limiting dilution assay (LDA) was performed by serial dilutions of CD34+ cells sourced from CB, mPB and iPSC and cultured with DL4-µbeads. CD34+ cells were sorted using the FACSAria cell sorter, and 1 (n = 24), 3 (n = 12), 10 (n = 12), 100 (n = 12), 1000 (n = 6) or 3000 (n = 6) were directly deposited into individual wells of a 96 well/plate containing DL4-µbeads. Cells were cultured for 7 d, and individual wells were harvested and analyzed by flow cytometry for the presence of CD45+ CD7+ CD56− cells. Progenitor frequencies were determined by the method of maximum likelihood applied to the Poisson model49.
Adoptive transfer of ProT cells into immunodeficient mice
2 × 105 CD34+ HSPCs were incubated with 1.8 × 106 DL4-µbeads in T75 flasks (Thermo Scientific) for 7 d, as indicated above. CD34+ CD7+ proT cells were sorted by flow cytometry and 3 × 105 cells, prepared with a complex of rhIL-7 (0.5 μg/mouse) and anti-IL-7 monoclonal antibody (mAb), clone M25, (2.5 μg/mouse) in a total volume of 30 μl in PBS, were injected intrahepatically into day 3–5 NSG neonates. Mice were boosted with IL-7/M25 complex every 3–4 days for 3 weeks. Thymus, spleen and bone marrow were harvested at 4 and 12 weeks after intrahepatic transplant. Single cell suspensions were counted, stained and analyzed by flow cytometry.
Stimulation of T cells
Splenocytes were harvested from NSG mice 12 weeks after intrahepatic injection of DL4-µbead- derived proT cells. CD3+ cells were sorted by flow cytometry and activated with Immunocult Human CD3/CD28 T Cell Activator in ImmunoCult-XF T Cell Expansion Medium (StemCell Technologies) for 3 days, following manufacturer’s protocol. Stimulated cells were washed post-stimulation and stained for intracellular cytokines.
Maintenance and differentiation of iPSCs
Human iPS11 (Alstem Cell Advancements, Richmond, CA) and STiPS A3 (HSCI iPS Cell Core Facility, Boston, MA) were cultured and maintained in mTeSR plus complete medium (StemCell Technologies) on Matrigel (BD Biosciences). IPS11 cell line was used to generate all PSC-related data unless indicated otherwise. To generate self-aggregated EBs, iPSCs were gently dissociated with ReLeSR and small clusters were formed using a cell scraper. The cell aggregates were transferred to Ultra-Low Attachment 6-well plates (Corning) in StemPro34 (Invitrogen) media containing BMP-4 and ROCK inhibitor (R&D systems). The EB media was changed after 24 h to StemPro34 in the presence of BMP-4 and bFGF for the next 18 h, and then in the presence of BMP-4, bFGF, SB-431542 and CHIR-99021 for the following 48 hr (days 2–4). At day 4, EBs had the appearance resembling crumpled balls of paper. Media was replaced to StemPro34 containing VEGF, IL-6, IL-11, and bFGF (all cytokines and growth factors from R&D Systems). At day 6, current media was topped off with StemPro34 containing VEGF, IL-6, IL-11, IGF-1, SCF, EPO and bFGF. Cultures were maintained in a hypoxic environment at 5% CO2/5% O2/90% N2 for 8 days. On day 8, EBs were dissociated, and the harvested cells were MACS-enriched for CD34+ cells and incubated with DL4-µbeads plus StemSpan SFEM II (Stemcell Technologies) supplemented with StemSpan T Cell Progenitor Expansion Supplement (Stemcell Technologies) as described above, in order to generate T cells.
Single-cell RNA sequencing data analysis
iPSC CD34+ cells were cultured with DL4-μbeads for 7 days, at which time CD45+ CD34+ CD7+ cells were sorted for single cell RNA sequencing using 10x Genomics. A total of 2653 were sequenced and the resulting data were aligned and quantified using the CellRanger 3.1 pipeline (3’ v3 chemistry) using the GRCh38 human reference genome. Sequencing data (GSE169279) were analyzed using R software version 4.0.0 with the package Seurat, version 3.1.
Sequencing data from PSC-proT cells were integrated with human thymic datasets downloaded from a public repository. Three prenatal and one postnatal datasets were downloaded from ArrayExpress (E-MTAB-8581) as FASTQC files: 7pcw- CD40, 8pcw-CD41, 12pcw-F45 and 35yrs-A43, and processed using the same pipeline.
A total of five datasets were merged, integrated and batch-corrected using Harmony. Each dataset was normalized and scaled separately using the SCTransform wrapper in Seurat and then merged. To reduce the impacts of cell cycle on cell clustering and dimensionality reduction, a custom set of cell cycle genes were regressed before further analysis. Cell subsetting based on gene expression was done to identify and analyze T-lineage clusters and differential gene expression between samples.
Statistical analysis
The data and error bars are presented as means ± s.d. To determine statistical significance between two independent groups, a two-tailed unpaired t test was performed using GraphPad Prism 8. A one-way analysis of variance (ANOVA) was performed when comparing more than two groups. The ANOVA analysis was followed by Fisher’s Least Significant Difference test for pre-planned comparisons. Statistical significance was determined as follows: not significant (P > 0.05); *P < 0.05; **P < 0.01.
Reporting summary
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Data availability
RNA sequence data generated in this study have been deposited to GEO under the accession code GSE169279. Human thymic datasets were downloaded from a public repository: ArrayExpress (E-MTAB-8581) as FASTQC files. Source data is provided with this paper. Source data are provided with this paper.
References
Kalos, M. & June, C. H. Adoptive T cell transfer for cancer immunotherapy in the era of synthetic biology. Immunity 39, 49–60 (2013).
Chaudhry, M. S., Velardi, E., Dudakov, J. A. & van den Brink, M. R. Thymus: the next (re)generation. Immunol. Rev. 271, 56–71 (2016).
Singh, J. & Zuniga-Pflucker, J. C. Producing proT cells to promote immunotherapies. Int Immunol. 30, 541–550 (2018).
Themeli, M., Riviere, I. & Sadelain, M. New cell sources for T cell engineering and adoptive immunotherapy. Cell Stem Cell 16, 357–366 (2015).
Depil, S. et al. ‘Off-the-shelf’ allogeneic CAR T cells: development and challenges. Nat Rev Drug Discov 19, 185–199 (2020).
Schmitt, T. M. & Zuniga-Pflucker, J. C. Induction of T cell development from hematopoietic progenitor cells by delta-like-1 in vitro. Immunity 17, 749–756 (2002).
Reimann, C. et al. Human T-lymphoid progenitors generated in a feeder-cell-free Delta-like-4 culture system promote T-cell reconstitution in NOD/SCID/gammac(−/−) mice. Stem Cells 30, 1771–1780 (2012).
Seet, C. S. et al. Generation of mature T cells from human hematopoietic stem and progenitor cells in artificial thymic organoids. Nat. Methods 14, 521–530 (2017).
Kim, S., Shah, S. B., Graney, P. L. & Singh, A. Multiscale engineering of immune cells and lymphoid organs. Nat. Rev. Mater. 4, 355–378 (2019).
Brauer, P. M., Singh, J., Xhiku, S. & Zuniga-Pflucker, J. C. T cell genesis: in vitro veritas est? Trends Immunol. 37, 889–901 (2016).
Zuniga-Pflucker, J. C. T-cell development made simple. Nat. Rev. Immunol. 4, 67–72 (2004).
La Motte-Mohs, R. N., Herer, E. & Zuniga-Pflucker, J. C. Induction of T-cell development from human cord blood hematopoietic stem cells by Delta-like 1 in vitro. Blood 105, 1431–1439 (2005).
Montel-Hagen, A. et al. Organoid-induced differentiation of conventional T cells from human pluripotent stem cells. Cell Stem Cell 24, 376–389 e378 (2019).
Gehre, N. et al. A stromal cell free culture system generates mouse pro-T cells that can reconstitute T-cell compartments in vivo. Eur. J. Immunol. 45, 932–942 (2015).
Ikawa, T. et al. An essential developmental checkpoint for production of the T cell lineage. Science 329, 93–96 (2010).
Dallas, M. H., Varnum-Finney, B., Martin, P. J. & Bernstein, I. D. Enhanced T-cell reconstitution by hematopoietic progenitors expanded ex vivo using the Notch ligand Delta1. Blood 109, 3579–3587 (2007).
Varnum-Finney, B., Brashem-Stein, C. & Bernstein, I. D. Combined effects of Notch signaling and cytokines induce a multiple log increase in precursors with lymphoid and myeloid reconstituting ability. Blood 101, 1784–1789 (2003).
Simons, L. et al. Generation of adult human T-cell progenitors for immunotherapeutic applications. J. Allergy Clin. Immunol. 141, 1491–1494 e1494 (2018).
Shukla, S. et al. Progenitor T-cell differentiation from hematopoietic stem cells using Delta-like-4 and VCAM-1. Nat. Methods 14, 531–538 (2017).
Rodrigues, C. A. V., Fernandes, T. G., Diogo, M. M., da Silva, C. L. & Cabral, J. M. S. Stem cell cultivation in bioreactors. Biotechnol. Adv. 29, 815–829 (2011).
Liu, N., Zang, R., Yang, S. T. & Li, Y. Stem cell engineering in bioreactors for large-scale bioprocessing. Eng. Life Sci. 14, 4–15 (2014).
Awong, G. et al. Characterization in vitro and engraftment potential in vivo of human progenitor T cells generated from hematopoietic stem cells. Blood 114, 972–982 (2009).
Ditadi, A. et al. Human definitive haemogenic endothelium and arterial vascular endothelium represent distinct lineages. Nat. Cell Biol. 17, 580–591 (2015).
Liu, B. et al. Yeats4 drives ILC lineage commitment via activation of Lmo4 transcription. J. Exp. Med. 216, 2653–2668 (2019).
Park, J. E. et al. A cell atlas of human thymic development defines T cell repertoire formation. Science 367, eaay3224 (2020).
Varnum-Finney, B. et al. Immobilization of Notch ligand, Delta-1, is required for induction of notch signaling. J. Cell Sci. 113(Pt 23), 4313–4318 (2000).
Bajgain, P. et al. Optimizing the production of suspension cells using the G-Rex “M” series. Mol. Ther. Methods Clin. Dev. 1, 14015 (2014).
Taqvi, S., Dixit, L. & Roy, K. Biomaterial-based notch signaling for the differentiation of hematopoietic stem cells into T cells. J. Biomed. Mater. Res A 79, 689–697 (2006).
Shah, D. K. & Zuniga-Pflucker, J. C. Notch receptor-ligand interactions during T cell development, a ligand endocytosis-driven mechanism. Curr. Top. Microbiol. Immunol. 360, 19–46 (2012).
Le Borgne, R., Bardin, A. & Schweisguth, F. The roles of receptor and ligand endocytosis in regulating Notch signaling. Development 132, 1751–1762 (2005).
Chowdhury, F. et al. Defining single molecular forces required for notch activation using Nano Yoyo. Nano Lett. 16, 3892–3897 (2016).
Maeda, T. et al. Regeneration of CD8 alphabeta T cells from T-cell-derived iPSC imparts potent tumor antigen-specific cytotoxicity. Cancer Res 76, 6839–6850 (2016).
Vizcardo, R. et al. Regeneration of human tumor antigen-specific T cells from iPSCs derived from mature CD8(+) T cells. Cell Stem Cell 12, 31–36 (2013).
Iriguchi, S. et al. A clinically applicable and scalable method to regenerate T-cells from iPSCs for off-the-shelf T-cell immunotherapy. Nat. Commun. 12, 430 (2021).
Awong, G., Herer, E., La Motte-Mohs, R. N. & Zuniga-Pflucker, J. C. Human CD8 T cells generated in vitro from hematopoietic stem cells are functionally mature. BMC Immunol. 12, 22 (2011).
Awong, G. et al. Human proT-cells generated in vitro facilitate hematopoietic stem cell-derived T-lymphopoiesis in vivo and restore thymic architecture. Blood 122, 4210–4219 (2013).
Lidonnici, M. R. et al. Plerixafor and G-CSF combination mobilizes hematopoietic stem and progenitors cells with a distinct transcriptional profile and a reduced in vivo homing capacity compared to plerixafor alone. Haematologica 102, e120–e124 (2017).
Ditadi, A., Sturgeon, C. M. & Keller, G. A view of human haematopoietic development from the Petri dish. Nat. Rev. Mol. Cell Biol. 18, 56–67 (2017).
Kennedy, M. et al. T lymphocyte potential marks the emergence of definitive hematopoietic progenitors in human pluripotent stem cell differentiation cultures. Cell Rep. 2, 1722–1735 (2012).
Smith, M. J. et al. In Vitro T-cell generation from adult, embryonic, and induced pluripotent stem cells: many roads to one destination. Stem Cells 33, 3174–3180 (2015).
Motazedian, A. et al. Multipotent RAG1+ progenitors emerge directly from haemogenic endothelium in human pluripotent stem cell-derived haematopoietic organoids. Nat. Cell Biol. 22, 60–73 (2020).
Sugimura, R. et al. Haematopoietic stem and progenitor cells from human pluripotent stem cells. Nature 545, 432–438 (2017).
Guo, R. et al. Guiding T lymphopoiesis from pluripotent stem cells by defined transcription factors. Cell Res 30, 21–33 (2020).
Vo, L. T. et al. Regulation of embryonic haematopoietic multipotency by EZH1. Nature 553, 506–510 (2018).
D’Souza, B., Miyamoto, A. & Weinmaster, G. The many facets of Notch ligands. Oncogene 27, 5148–5167 (2008).
Ogawa, M. et al. Directed differentiation of cholangiocytes from human pluripotent stem cells. Nat. Biotechnol. 33, 853–861 (2015).
Siebel, C. & Lendahl, U. Notch signaling in development, tissue homeostasis, and disease. Physiol. Rev. 97, 1235–1294 (2017).
Kirkling, M. E. et al. Notch signaling facilitates in vitro generation of cross-presenting classical dendritic cells. Cell Rep. 23, 3658–3672 e3656 (2018).
Fazekas de St, G. The evaluation of limiting dilution assays. J. Immunol. Methods 49, R11–23 (1982).
Acknowledgements
The authors thank G. Awong for expertize in cell sorting, C.R. Lee for expert technical support with animal experiments, and E. Herer and R. Kung from the Women and Babies Program at Sunnybrook Health Sciences Centre (Toronto, ON, Canada) for their ongoing support by providing umbilical cord blood samples. This work was supported by grants from the Canadian Institutes of Health Research (CIHR FDN-154332), the Canadian Cancer Society Research Institute, Ontario Institute for Regenerative Medicine, National Institutes of Health (1R01HL147584-01A1), Medicine by Design: a Canada First Research Excellence Fund Program at the University of Toronto, Stem Cell Network, and the Krembil Foundation. J.C.Z.-P. was supported by a Canada Research Chair in Developmental Immunology.
Author information
Authors and Affiliations
Contributions
A.C.T.G. designed and performed the experiments, analyzed all data, and wrote the manuscript; E.C.M. and P.M.B. maintained and differentiated PSC cultures; J.D.S.C, D.L., and J.H. performed some in vitro experiments; M.M. provided critical experimental advice and edited the manuscript; S.T. and M.K.A. provided experimental advice and edited the manuscript; and, J.C.Z.-P. designed experiments, analyzed the data, and wrote the manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors have submitted a patent describing the method of generating cells of the T-lineage using DL4-μbeads. AC.T.G., M.M., and J.C.Z.-P. are co-founders and shareholders of Notch Therapeutics. The other authors declare no competing interests.
Additional information
Peer review information Nature Communications thanks Freddy Radtke and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. Peer review reports are available.
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Source data
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Trotman-Grant, A.C., Mohtashami, M., De Sousa Casal, J. et al. DL4-μbeads induce T cell lineage differentiation from stem cells in a stromal cell-free system. Nat Commun 12, 5023 (2021). https://doi.org/10.1038/s41467-021-25245-8
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41467-021-25245-8
This article is cited by
-
Making drugs from T cells: The quantitative pharmacology of engineered T cell therapeutics
npj Systems Biology and Applications (2024)
-
Soluble and multivalent Jag1 DNA origami nanopatterns activate Notch without pulling force
Nature Communications (2024)
-
Affinity-matured DLL4 ligands as broad-spectrum modulators of Notch signaling
Nature Chemical Biology (2023)
-
In vivo screening characterizes chromatin factor functions during normal and malignant hematopoiesis
Nature Genetics (2023)
-
Generation and clinical potential of functional T lymphocytes from gene-edited pluripotent stem cells
Experimental Hematology & Oncology (2022)
Comments
By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.