Abstract
Directed differentiation of induced pluripotent stem cells (iPSCs) towards specific lineages remains a major challenge in regenerative medicine, while there is a growing perception that this process can be influenced by the three-dimensional environment. In this study, we investigated whether iPSCs can differentiate towards mesenchymal stromal cells (MSCs) when embedded into fibrin hydrogels to enable a one-step differentiation procedure within a scaffold. Differentiation of iPSCs on tissue culture plastic or on top of fibrin hydrogels resulted in a typical MSC-like phenotype. In contrast, iPSCs embedded into fibrin gel gave rise to much smaller cells with heterogeneous growth patterns, absence of fibronectin, faint expression of CD73 and CD105, and reduced differentiation potential towards osteogenic and adipogenic lineage. Transcriptomic analysis demonstrated that characteristic genes for MSCs and extracellular matrix were upregulated on flat substrates, whereas genes of neural development were upregulated in 3D culture. Furthermore, the 3D culture had major effects on DNA methylation profiles, particularly within genes for neuronal and cardiovascular development, while there was no evidence for epigenetic maturation towards MSCs. Taken together, iPSCs could be differentiated towards MSCs on tissue culture plastic or on a flat fibrin hydrogel. In contrast, the differentiation process was heterogeneous and not directed towards MSCs when iPSCs were embedded into the hydrogel.
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Introduction
Induced pluripotent stem cells (iPSCs) hold enormous potential for regenerative medicine1. In principle, they can give rise to all cell types of our body, but it remains a challenge to direct cell fate decisions under in vitro conditions towards specific cell types. Of particular relevance is the directed differentiation of iPSCs towards mesenchymal stromal cells (MSCs), which are used in a multitude of clinical trials and for tissue engineering2. Such iPSC-derived MSCs might overcome several limitations observed with natural MSCs: i) primary MSCs are rare within tissues and not easily accessible in vivo3; ii) they are highly heterogeneous and vary extensively between different tissues and donors4; and iii) culture expansion of MSCs is limited by replicative senescence5. In contrast, iPSCs reflect a ground state of pluripotency without any signs of cellular aging. This unrestricted starting material might thus give rise to more homogeneous and standardized MSC-like cell preparations.
So far, differentiation of iPSCs towards MSCs (iMSCs) was performed on tissue culture plastic (TCP). To induce differentiation towards this lineage, the culture medium is supplemented with either human platelet lysate (hPL)6, or fetal calf serum (FCS)7. hPL contains a large spectrum of cytokines, growth factors, and mitogenic compounds that promote in vitro MSC expansion8,9. Accordingly, iMSCs generated with hPL enriched medium fulfill the minimal criteria for the definition of MSCs10. However, there are large differences between iMSCs and primary MSCs on epigenetic level, indicating that the differentiation regimen needs to be further optimized6. The relevance of matrix elasticity for directed differentiation has been described before11. In our previous work, we have therefore compared iMSCs that were either generated on TCP or on a very soft hydrogel consisting of human platelet lysate12. To our surprise, generation of iMSCs was hardly influenced by the underlying substrate. There were no clear differences in growth, morphology, in vitro differentiation, gene expression profiles, and DNA methylation (DNAm) patterns if iMSCs were generated either on TCP or on hydrogel. Thus, matrix elasticity alone might not be sufficient to promote lineage-specific differentiation of iPSCs into genuine MSCs12.
Another important parameter might be the three-dimensional (3D) microenvironment that can mimic extracellular matrix properties of native tissue13. Hydrogels composed of natural components, such as collagen14, or fibrin15, provide integrin binding sites (e.g. RGD-motifs) to support cell adhesion and migration16. Moreover, 3D scaffolds have different physical and biochemical cues, which affect differentiation of MSCs17. Thus, hydrogels are bioactive materials that might also impact on regulation of differentiation processes of iPSCs18, but the relevance of 3D scaffolds for generation of iMSCs has not yet been addressed.
Fibrin forms during blood clotting by reaction of the two coagulation factors fibrinogen and thrombin19. This natural polymer cross-links very rapidly, allowing encapsulation of cells in vitro20, and it can be lysed efficiently with various enzymes21,22,23. Furthermore, fibrin is exploited in tissue engineering24,25, cell delivery26,27, drug delivery applications28,29, and even in cancer research30,31,32. Fibrin gel has been widely used as a scaffold for MSCs, as it improves their therapeutic effect by sustaining growth and function33,34, and it supports in vivo transplantation of MSCs35,36. Furthermore, fibrin hydrogels have been seeded with iPSCs37,38, but it is yet unclear how 3D scaffolds impact on differentiation towards MSCs.
In this study, we compared iPSC differentiation towards MSCs on conventional tissue culture plastic, on flat fibrin gel, or inside a 3D fibrin gel. Differentiation was assessed morphologically using two-photon microscopy and by flow cytometric analysis of MSC surface markers. Furthermore, we analyzed global gene expression and DNA methylation profiles to assess molecular changes that occurred during differentiation. We demonstrate that iPSCs proliferated, migrated, and differentiated within fibrin hydrogel for several weeks without passaging. However, in contrast to differentiation on flat substrates, the 3D culture conditions impaired differentiation towards an MSC-like phenotype.
Results
Comparison of iMSC generation in 2D and 3D culture with fibrin gel
Rheological measurements demonstrated that the fibrin hydrogels had an elastic modulus of ~700 Pa (Suppl. Fig. S1). The typical strain-dependent stiffening of fibrin gel was observed12,39. In contrast, the maximum viscous modulus was only about 150 Pa. Thus, our fibrin hydrogel revealed viscoelastic properties with a relatively high elastic modulus.
Subsequently, we analyzed if fibrin hydrogel supports differentiation of iPSCs towards MSCs. To this end, we seeded iPSCs in parallel in three different culture conditions (Fig. 1a): i) as a reference, we used tissue culture plastic (TCP) for differentiation of iPSCs towards MSCs; ii) fibrin gel was used as a flat substrate; and iii) iPSCs were embedded into fibrin gel. Differentiation towards MSCs was induced by switching to culture medium with 10% hPL (hPL-medium), as described before6. Addition of ROCK inhibitor was required to inhibit apoptosis of iPSCs in 3D culture40. Since ROCK inhibitor can prime iPSC differentiation towards mesendodermal lineage41, we applied the same concentration to all of our culture conditions. On TCP, the cells revealed continuous morphological changes and acquired a typical MSC-like growth pattern after 21 days of differentiation. The same morphological changes were also observed if cells were grown on top of the fibrin gel, while we did not observe cell migration into the hydrogel. In contrast, iPSC colonies that were embedded into fibrin gel inflated into sphere-like structures within the first week of differentiation (Fig. 1b). These spheres gave rise to highly proliferative, spindle-shaped cells that grew out from the surface of the spheres between 7–14 days of differentiation. These cells migrated through the gel, albeit there were regions with higher and lower cell density after 21 days of differentiation. We have not observed cells migrating towards the surface of the gel while the cells were embedded in fibrin gel.
Quantification of cell proliferation in 3D hydrogels is not trivial due to cell loss when harvesting. We therefore adopted an innovative approach to estimate cell numbers based on a reference DNA (Suppl. Fig. S2a). This reference DNA comprised a non-methylated sequence, which is methylated in the cellular DNA. So far, the method has only been described for quantification of leucocytes42. In fact, genomic DNA of iPSCs and MSCs was also consistently highly methylated at the relevant loci of the genes LSM14B and ZC3H3. When we mixed different numbers of iPSCs with the same amount of a reference plasmid, the pyrosequencing results revealed a very high correlation of DNAm and cell numbers (R = 0.98; Suppl. Fig. S2b). Furthermore, the estimated cell numbers based on DNAm measurements were in a similar range as observed with a counting chamber (Fig. 1c). Some of the variation can be attributed to differences in cell attachment and growth between different iPSC lines used in this study. Notably, in comparison to the conventional cell counting, our approach was feasible with much smaller samples (one 24-well) and it was not affected by cell ruptures or cell death during harvesting from the gels. Taken together, the results validated continuous proliferation of cells embedded into fibrin hydrogel.
Differentiation within fibrin hydrogel results in heterogeneous growth patterns
Subsequently, we analyzed the growth pattern, fibronectin secretion, and cytoskeletal organization with two-photon microscopy. On TCP, the cells enlarged and elongated during generation of iMSCs. Furthermore, the cells secreted fibronectin, which formed a dense extracellular network without being organized in line with the thin actin stress fibres in the cells (Fig. 2a). Differentiation of iPSCs on top of fibrin hydrogel resulted in even more pronounced deposition of fibronectin and higher migratory activity (Fig. 2b). In contrast, the iPSCs that were embedded into hydrogel remained as circumscribed and relatively small colonies within the first week (Fig. 2c). After one week of differentiation in 3D, cavities filled with apoptotic cells could be observed inside the colonies (Suppl. Fig. S3), as previously described for embryoid bodies43. During the second week of 3D cultivation, a clear heterogeneity emerged between these clusters: some colonies remained compact with an apoptotic cavity, other colonies displayed a star-like growth pattern and highly migratory, elongated cells (Fig. 2d). This heterogeneity became even more pronounced at day 21 of differentiation, when some colonies remained small and compact, others grew into large densely packed conglomerates, or into outspread large colonies, where the migratory cells seemed to have a similar organization of actin fibres, as observed for iMSCs (Fig. 2e). Notably, none of these colonies within hydrogel revealed a clear fibronectin expression. Only the highly migratory fibroblastoid colonies revealed faint fibronectin filaments after three weeks. Taken together, in contrast to differentiation on flat substrates, the differentiation of iPSCs within fibrin hydrogel resulted in highly heterogeneous growth patterns.
Cell characterization by immunophenotype and in vitro differentiation potential
Flow cytometric analysis was compared after iPSC differentiation for three weeks on TCP, on fibrin gel, or within the fibrin hydrogel. The significantly smaller forward scatter supported the notion that cells, which were generated in fibrin gel, remained much smaller (Fig. 3a). When iPSCs were differentiated on TCP or on fibrin gel, they displayed a very similar immunophenotype as primary MSCs (CD29+; CD73+; CD90+; CD105+, CD14−; CD31−; CD34−, and CD45−; Fig. 3b and Suppl. Fig. S4). However, when iPSCs were cultivated embedded into fibrin hydrogel, upregulation of CD73 and CD105 was almost undetectable, similar to iPSCs. Thus, generation of iMSCs on flat substrates resulted in an immunophenotype, which closely resembled primary MSCs, whereas this was not observed if the cells were differentiated in the hydrogel.
We subsequently induced osteogenic and adipogenic differentiation of iPSC-derived cells while the cells were still cultured on the flat substrates or within the fibrin gel (chondrogenic differentiation was not considered, because it is performed in pellet culture). As expected by the different matrix elasticity, osteogenic differentiation was enhanced on TCP, while adipogenic differentiation appeared more pronounced on the softer fibrin gel11,44. In contrast, when osteogenic differentiation was induced in iPSC-derived cells within fibrin gel we did not observe up-regulation of osteogenic marker genes (ALPL, COL1) (Fig. 3c,d), while analysis of alkaline phosphatase staining was hampered by the 3D hydrogel (Suppl. Fig. S5). In analogy, adipogenic differentiation within fibrin gel did not result in up-regulation of adipogenic marker genes (FABP4, ADIPOQ) (Fig. 3e,f), and the cells did not acquire the typical intracellular fat droplets (Suppl. Fig. S5). These results support the notion that differentiation of iPSCs was not directed towards MSCs during culture in a 3D fibrin matrix.
To facilitate better comparison of the in vitro differentiation potential, including chondrogenic differentiation, we have alternatively harvested the cells after 21 days from the three different culture conditions and induced three-lineage differentiation in parallel on cell culture plastic. Staining with Alizarin Red, BODIPY, and Alcian Blue indicated that all cell preparations could now be differentiated towards osteocytes, adipocytes, and chondrocytes, respectively (Suppl. Fig. S6a). This three-lineage differentiation potential of iMSCs was further validated on gene expression levels by up-regulation of lineage-specific markers (Suppl. Fig. S6b–g). It was somewhat unexpected, that iPSC-derived cells, which were initially differentiated within fibrin gel, revealed the same multilineage differentiation potential as iMSCs that were generated on TCP or on fibrin gel. Furthermore, all iPSC-derived cells adopted to the same typical fibroblastoid morphology and growth pattern upon reseeding on TCP. Thus, all iPSC-derived cells, even those that were isolated from 3D hydrogels, apparently assimilated towards the same cell type, when they were reseeded on the TCP for the additional three-lineage differentiation.
Differentiation within hydrogel hampers upregulation of extracellular matrix- and MSC-associated genes
We then analyzed how differentiation on flat substrates or in hydrogel is reflected in the transcriptome. After 21 days of differentiation, cells were harvested from TCP, from the surface of fibrin hydrogel, or from within the hydrogel and analyzed by RNA-seq (n = 3). Principal component analysis (PCA) clearly separated cells according to the three substrates for differentiation (Fig. 4a). Pairwise comparisons demonstrated many significant differences in gene expression, particularly between cells that were generated on flat substrates versus within the hydrogel (adjusted p-value < 0.05; in addition, a cut-off of two-fold differential expression was applied; Fig. 4b). Gene Ontology demonstrated that in the 3D culture conditions transcripts involved in neurogenesis were rather upregulated, whereas genes associated with wound healing and angiogenesis were down-regulated (Suppl. Fig. S7). Amongst the ten most significant gene expression changes between 2D versus 3D culture were collagen 8A1 (COL8A1), FRAS1 related extracellular matrix 1 (FREM1), latent transforming growth factor beta binding protein 2 (LTBP2), reelin (RELN), odd-skipped related transciption factor 2 (OSR2), and the regulator of the actin cytoskeleton refilin A (RFLNA; Fig. 4c). In fact, genes associated with the actin cytoskeleton and ECM were generally less expressed if iPSCs were differentiated within the fibrin hydrogels, and this was also observed for fibronectin as described above (Suppl. Fig. S8). Notably, MSC-associated genes, including endoglin (ENG or CD105) and ecto-5-nucleotidase (NT5E or CD73), were much higher expressed if iMSCs were differentiated on the flat substrates (Fig. 4d). These results support the notion that differentiation of iPSCs within the fibrin hydrogel hampered differentiation towards MSCs.
Epigenetic profiles upon differentiation in 2D versus 3D culture conditions
The phenotypic differences of cells in different culture conditions might either be transient, or they might be determined by epigenetic modifications. To address this question, we compared global DNA methylation (DNAm) profiles of the iPSC-derived cells that were differentiated either on the fibrin gel or within the fibrin hydrogel. For comparison, we utilized available data sets of MSCs and iPSCs (Table S1). Epi-Pluri-Score analysis validated that all iPSC-derived cells were not classified as pluripotent cells any more upon differentiation45 (Suppl. Fig. S9). Principal component analysis clearly separated all cell preparations, indicating that there are marked epigenetic differences (Fig. 5a). 13,352 CpGs revealed significant differences upon differentiation in 2D versus 3D conditions (adjusted p-value < 0.05; in addition, a cut-off of 20% differential methylation was applied). These differentially methylated CpGs were particularly enriched in genes of the Gene Ontology categories for cardiovascular system and neurogenesis, respectively (Fig. 5b). Thus, differentiation of iPSCs under either 2D or 3D culture conditions had marked and reproducible impact on the epigenetic markup.
Discussion
One of the commonly used criteria for definition of mesenchymal stromal cells is their plastic adherent growth10, whereas the cells are embedded into a 3D connective tissue in their natural environment. MSCs are largely defined by a uniform and directed growth pattern, which is observed on flat polystyrene surfaces. However, little is known about the growth behavior of their in vivo counterpart. Thus, the concept of MSCs is relatively ill defined46 and more physiologic culture systems are needed to study the development of the various mesodermal derivatives, which are summarized under this term47.
Several studies have demonstrated that primary MSCs can be cultured in hydrogels and that such culture conditions might even support their in vitro differentiation towards osteogenic48, adipogenic49,50, and chondrogenic lineage51,52, or into smooth muscle cells53. In contrast to these studies, we analyzed how culture within a hydrogel impacts on the differentiation of iPSCs towards MSCs. We did not aim for an understanding of how fibrin hydrogel affects iMSCs, but how the process of differentiation towards this cell type is supported within a hydrogel. In fact, the DNA methylation patterns of iPSC-derived cells cultured under different conditions revealed highly significant and reproducible differences. These results demonstrate that differentiation on flat fibrin gel versus embedded into fibrin gel results in a very different cell fate that is determined by epigenetic means.
Defined three-dimensional microenvironments have been used for culture expansion of iPSCs before54 and they might even boost induction of pluripotency55. Furthermore, differentiation of iPSCs in 3D cell culture regimen has emerged as a model system for investigating human embryonic development and disease progression in vitro. Self-organizing structures derived from the pluripotent cells are commonly termed “organoids” and recapitulate many aspects of the structural organization of in vivo organ counterparts56. Embryoid bodies are marked by apoptosis-mediated cavitation during epithelial morphogenesis43 and a similar process might result in the lumen of our iPSC-derived colonies within fibrin hydrogels. The heterogeneity of iPSC-colonies within the fibrin gel might arise from self-organizing processes with randomly taken cell fate decisions. Either way, the characteristic surface markers for MSCs and genes that are usually expressed in MSCs were hardly expressed in any of the cells that were differentiated in 3D.
In this study, we have chosen a fibrin hydrogel for 3D culture expansion, because this natural polymer is widely used in tissue engineering. Culture within 3D fibrin gel did not require weekly passaging, due to the continuous growth and migration of cells within the hydrogel. It is known that passaging using trypsin causes severe cell stress and alters the physiology of mammalian cells57. Therefore, we anticipated that a one-step procedure for iPSC differentiation towards MSCs directly within the fibrin scaffold would reduce cell stress and, due to the embedding in extracellular matrix, ease their application in tissue engineering. It is conceivable, that the need of passaging on flat substrates contributes to the differences as compared to cells embedded into fibrin gel – but it appears unlikely that passaging is the relevant stimulus for cell-type specific differentiation towards MSCs. Furthermore, we were able to directly compare the cellular progeny under 2D and 3D conditions with the identical substrate and elasticity. In fact, the iPSC-derived cells proliferated and migrated within the fibrin hydrogel. Notably, these cells within hydrogel hardly secreted extracellular matrix, such as fibronectin, whereas primary MSCs secrete such components if embedded into hydrogels12. In the future, other hydrogels might be tested, but due to the labor-intensive experiments with different iPSC-clones and sophisticated molecular characterization, we have focused in this study on the matrix that appeared to be best suited.
Matrix elasticity of fibrin scaffolds is similar to other soft substrates that are widely exploited to promote culture of neuronal cells and to induce neuronal lineage commitment in iPSCs38,58. In fact, when iPSCs were differentiated within this hydrogel, particularly genes involved in neurogenesis were upregulated. Furthermore, the overall enhanced DNA methylation in transcriptional regions of genes involved in neuronal development indicates that such genes are epigenetically activated in 3D conditions. However, due to the complexity of stimuli within a 3D elastic matrix it is hard to grasp, which factors caused the differences in cell fate decisions12. For instance, it has been demonstrated that the high degree of cross-linking inside a polymer network decreases diffusion of water, ions, and small molecules which might interfere with cell growth59. Furthermore, oxygen pressure has been shown to be an influencing factor in the differentiation process of stem cells60,61. However, as the fibrin gels that we generated were very thin (1–2 mm in depth), it is unlikely that the cells inside fibrin gel experienced severe hypoxic conditions. Furthermore, we have recently shown that matrix elasticity alone does not impact the differentiation process of iPSCs towards MSCs12. In this study, we observed moderate differences in gene expression profiles if iPSCs were differentiated on rigid TCP or on fibrin hydrogel, and this might also be due to other differences between the substrates or regimen for passaging.
Taken together, differentiation on flat substrates resulted in iMSCs that closely resembled primary MSCs in function, phenotype, and gene expression profile. In contrast, a 3D differentiation regimen within fibrin hydrogel did not trigger differentiation towards this phenotype. Therefore, the 3D culture condition within the hydrogel clearly influenced cell differentiation of iPSCs, resulting in cells that are markedly different from those derived on flat substrates.
Methods
Cell culture
Mesenchymal stromal cells were isolated from femoral bone marrow of patients undergoing orthopedic surgery as described before62. All samples were taken after informed and written consent using guidelines approved by the Ethic Committee for the Use of Human Subjects at the University of Aachen (permit number: EK128/09). All methods were performed in accordance with the relevant guidelines and regulations. For all experiments, we used three independent iPSC lines that were generated as described before63. In brief, MSCs were reprogrammed with episomal plasmids into iPSCs, subcloned, and cultured on TCP coated with vitronectin (0.5 µg/cm2) in StemMACS iPS-Brew XF (all Miltenyi Biotec GmbH, Bergisch Gladbach, Germany). Pluripotency was validated by in vitro differentiation and Epi-Pluri-Score45 (Cygenia GmbH, Aachen, Germany).
To differentiate iPSCs towards MSCs, the culture medium was exchanged for Dulbecco ́s modified Eagle ́s medium-low glucose (DMEM-LG, Gibco/Thermo Fisher Scientific, Darmstadt, Germany) supplemented with 10% human platelet lysate (hPL-medium) for optimal cell growth. hPL was prepared from expired thrombocyte units, as described in detail before9. Furthermore, the medium was supplemented with 5 U/ml heparin (Rotexmedica, Trittau, Germany), 10 µM of the Rho-associated protein kinase (ROCK) inhibitor Y-27632 (Abcam, Cambridge, UK), and 250 U/ml aprotinin (Nordic Pharma, Reading, UK). For culture on TCP, the cells were always passaged after 7 days using trypsin-EDTA 0.25%6 (Gibco/Thermo Fisher Scientific); for culture on top of the fibrin hydrogel, the cells were passaged every 7 days by lysis of gels with 50 fibrin degradation units (FU)/ml nattokinase (dissolved in PBS; NSK-SD; Japan Bio Science Laboratory Co., Osaka, Japan) for 30 min at 37 °C and the cells were subsequently separated with trypsin-EDTA 0.25%; if cells were embedded into fibrin hydrogels, passaging was not required within the first three weeks due to migratory activity without contact inhibition. iMSCs were harvested after 21 days of differentiation under the different culture conditions for systematic comparison.
Fibrin hydrogel
Fibrin gel consisted of fibrinogen (5 mg/ml), CaCl2 (3,75 mM), and thrombin (20 U/ml); all fibrin gel components were dissolved in tris-buffered saline (TBS)-buffer composed of Tris-Cl (50 mM), NaCl (150 mM), and deionized water (pH 7.5; all Sigma Aldrich, Hamburg, Germany). For 2D culture on fibrin gel, 25,000 iPSC colonies were seeded directly on top of fibrin gel (1 ml) inside a 6-well in MSC culture medium (supplemented with hPL, heparin, ROCK inhibitor, and aprotinin, as described above). For 3D culture, the cells were embedded into fibrin gel. In brief, we prepared a bottom fibrin gel (1 ml) inside a 6-well (10 cm2). After polymerization, 25,000 iPSC colonies were resuspended in fibrinogen solution (500 µl of 5 mg/ml fibrinogen in TBS-buffer), which polymerized on top of the freshly prepared fibrin gel, and overlaid by an additional 1 ml fibrin gel. Each fibrin gel layer polymerized for 10 min at 37 °C. Due to embedding of cells between the two layers of fibrin gel it was negligible that stiffness of the gel might be higher close to the bottom of the cell culture well64. The fibrin gel was overlaid with StemMACS iPS-Brew XF (1.5 ml) with heparin (5 U/ml), ROCK-inhibitor (10 µM), and aprotinin (250 U/ml) for 24 h, before changing to MSC culture medium.
Rheological measurements
Rheology was performed with a Kinexus ultra+ rheometer (Malvern Instruments, Worcestershire, UK) equipped with a cone geometry (model CP4/40 SR2938; 40 mm Ø). The bottom plate of the device was cooled to 4 °C before 150 µl of thrombin and fibrinogen solution (as described above) were pipetted on top of the plate. The gel polymerized for 30 min at 37 °C. Elastic and viscous moduli of fibrin gel were analyzed at 37 °C with controlled strain sweeps at 1 Hz from 0.1–100% strain12.
Proliferation analysis
To estimate proliferation within the hydrogel, we adopted a recently described method based on DNA methylation42. In brief, all cells (with or without hydrogel) were harvested and mixed with a reference plasmid comprising the non-methylated sequence of either LSM14B (0.022 µg) or ZC3H3 (0.011 µg). The genomic DNA was then isolated with the NucleoSpin Tissue kit (Macherey-Nagel, Düren, Germany). DNAm levels of the relevant single CpG sites in LSM14B (cg06096175) and ZC3H3 (cg25834632) were analyzed by pyrosequencing42. These relevant genomic regions are methylated in iPSCs and MSCs, whereas they are non-methylated in the reference plasmid. The copy number of the reference plasmid (CR) can therefore be determined with the following formula:
where mR is the added reference amount, NA is Avogadro’s constant; and MW is the molar weight of the reference DNA (for LSM14B: 2.85 × 10−6 gmol−1; for ZC3H3: 2.88 × 10−6 gmol−1). The cell numbers can then be estimated with the following formula:
where DNAm is the measured DNA methylation of the sample; and a and b are absolute DNAm levels of either pure reference DNA or genomic DNA, respectively.
Fluorescence staining and two photon scanning microscopy
Samples were fixed with 4% paraformaldehyde for 30 min; blocked with 5% normal goat serum (NGS); and permeabilized with 0.1% triton-x (Bio-Rad, München, Germany) for 1 h. Cells were stained with anti-fibronectin antibody (clone A-11; Santa Cruz Biotechnology, Dallas, USA); actin was stained using Alexa-488 conjugated phalloidin (BioMol, Hamburg, Germany); and nuclei were counterstained with DAPI (10 ng/ml) for 10 min. Samples were analyzed with a FV1000MPE two-photon microscope to investigate 3D growth (Olympus Corp., Tokyo, Japan). To analyze viability of iPSC colonies in fibrin gel, we stained living cells with Calcein-AM and dead cells with propidium iodide (PI) (both Sigma Aldrich).
Flow cytometric analysis
Immunophenotypic analysis of iPSCs, MSCs, and iMSCs was performed as described before65. In brief, each cell preparation was stained in parallel with CD14-APC (clone M5E2), CD29-PE (clone MAR4), CD31-PE (clone WM59), CD34-APC (clone 8G12), CD45-APC (clone HI30), CD73-PE (clone AD2), CD90-APC (clone 5E10; all BD Bioscience, Heidelberg, Germany), and CD105-FITC (clone MAR-226; ImmunoTools, Friesoythe, Germany). Flow cytometry was performed with a FACS Canto II cytometer (BD Bioscience) and data were further processed with FlowJo (FlowJo LLC, Ashland, Oregon).
In vitro differentiation of iMSCs
To directly compare the three-lineage differentiation potential, the iMSCs were either harvested from the different culture conditions at day 21 and reseeded in parallel on TCP, or differentiated directly in their respective culture condition. Induction of osteogenic, adipogenic, and chondrogenic differentiation was performed as previously described66. In brief, after 2 weeks, osteogenic differentiation of iMSCs on TCP was analyzed by staining of calcium precipitates with Alizarin Red S67. Alternatively, osteogenic differentiation was analyzed by staining of alkaline phosphatase with NBT (nitro-blue tetrazolium chloride) and BCIP (5-bromo-4-chloro-30-indolyphosphate p-toluidine salt; Sigma Aldrich); NBT/BCIP does not stain fibrin gel and therefore facilitated analysis of osteogenic differentiation on and in fibrin gel. In parallel, fat droplets in adipogenic differentiation were stained with BODIPY (4,4-difluoro-1,3,5,7,8-pentamethyl-4-bora-3a,4a-diaza-s-indacene). Nuclei were counterstained with DAPI. Glycosaminoglycan deposition in chondrogenic differentiation was analyzed by Alcian Blue and PAS staining after 21 days of differentiation.
RNA isolation and qRT-PCR analysis
RNA was isolated with the Nucleospin RNA Plus extraction kit (Macherey-Nagel), quantified with a NanoDrop ND-1000 spectophotometer (Thermo Scientific, Wathman, USA), and converted into cDNA with the high capacity cDNA reverse transcription kit (Life Technologies GmbH, Darmstadt, Germany). Semi-quantitative qRT-PCR was performed with TaqManTM gene expression master mix in a StepOnePlus machine (Applied Biosystems, Carlsbad, USA) using gene-specific TaqManTM assays (Table S2). Expression of glyceraldehyde 3-phosphate dehydrogenase (GAPDH) was used as reference.
Gene expression profiles of iMSCs
Total RNA (200 ng per sample) was sequenced using a HiSeq 2500 system by Life & Brain GmbH (Bonn, Germany). Preprocessing of raw data was performed with SortMeRNA68 to exclude rRNA sequences and TrimGalore for adapter trimming. Reads were aligned with the STAR aligner69 and count tables were created with HTSeq70. Differential gene expression analysis was performed using the R package DESeq 271. Differentially expressed genes were selected by adjusted t-test analysis (adjusted p-value for multiple testing <0.05). Gene Ontology analysis was performed with GoMinerTM. Raw data have been deposited at NCBI’s Gene Expression Omnibus (GEO, http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE122545).
DNA methylation profiles of iMSCs
Genomic DNA of iMSCs was isolated using the NucleoSpin Tissue kit (Macherey-Nagel). DNAm profiles were analyzed using the Infinium MethylationEPIC BeadChip Kit (Illumina) that covers more than 810,000 different CpG sites72. Bisulfite-conversion and subsequent hybridization of DNA (500 ng per sample) was performed at Life & Brain GmbH (Bonn, Germany). For further analysis, we excluded CpGs that did not vary across samples (standard deviation < 0.025) and utilized the unpaired limma-T-test to generate p-values that are adjusted for multiple testing with R. Raw data of DNAm profiles are accessible at GEO (accession number: GSE122469). Epi-Pluri-Score45 was calculated as described before.
Statistics
All experiments were performed with three independent biological replicas, and results are presented as mean ± standard deviation (SD). Statistical significance was estimated by two-tailed paired Student’s t-test and t-test adjusted for multiple testing.
Data availability
Gene expression and DNA methylation profiles are available at Gene Expression Omnibus (GEO, http://www.ncbi.nlm.nih.gov/geo/) under the accession number GSE122546.
References
Yamanaka, S. Induced pluripotent stem cells: past, present, and future. Cell Stem Cell 10, 678–684 (2012).
Kramer, J., Dazzi, F., Dominici, M., Schlenke, P. & Wagner, W. Clinical perspectives of mesenchymal stem cells. Stem Cells Int 2012, 684827 (2012).
MacQueen, L., Sun, Y. & Simmons, C. A. Mesenchymal stem cell mechanobiology and emerging experimental platforms. J R Soc Interface 10, 20130179 (2013).
Ho, A. D., Wagner, W. & Franke, W. Heterogeneity of mesenchymal stromal cell preparations. Cytotherapy 10, 320–330 (2008).
Wagner, W. & Ho, A. D. Mesenchymal stem cell preparations-comparing apples and oranges. Stem Cell Rev 3, 239–248 (2007).
Frobel, J. et al. Epigenetic rejuvenation of mesenchymal stromal cells derived from induced pluripotent stem cells. Stem Cell Reports 3, 414–422 (2014).
Diederichs, S. & Tuan, R. S. Functional comparison of human-induced pluripotent stem cell-derived mesenchymal cells and bone marrow-derived mesenchymal stromal cells from the same donor. Stem Cells Dev 23, 1594–1610 (2014).
Doucet, C. et al. Platelet lysates promote mesenchymal stem cell expansion: a safety substitute for animal serum in cell-based therapy applications. J Cell Physiol 205, 228–236 (2005).
Hemeda, H., Giebel, B. & Wagner, W. Evaluation of human platelet lysate versus fetal bovine serum for culture of mesenchymal stromal cells. Cytotherapy 16, 170–180 (2014).
Dominici, M. et al. Minimal criteria for defining multipotent mesenchymal stromal cells. The International Society for Cellular Therapy position statement. Cytotherapy 8, 315–317 (2006).
Engler, A. J., Sen, S., Sweeney, H. L. & Discher, D. E. Matrix elasticity directs stem cell lineage specification. Cell 126, 677–689 (2006).
Goetzke, R. et al. Does soft really matter? Differentiation of induced pluripotent stem cells into mesenchymal stromal cells is not influenced by soft hydrogels. Biomaterials 156, 147–158 (2018).
Shao, Y., Sang, J. & Fu, J. On human pluripotent stem cell control: The rise of 3D bioengineering and mechanobiology. Biomaterials 52, 26–43 (2015).
Sheu, M. T., Huang, J. C., Yeh, G. C. & Ho, H. O. Characterization of collagen gel solutions and collagen matrices for cell culture. Biomaterials 22, 1713–1719 (2001).
Noori, A., Ashrafi, S. J., Vaez-Ghaemi, R., Hatamian-Zaremi, A. & Webster, T. J. A review of fibrin and fibrin composites for bone tissue engineering. Int J Nanomedicine 12, 4937–4961 (2017).
Frantz, C., Stewart, K. M. & Weaver, V. M. The extracellular matrix at a glance. J Cell Sci 123, 4195–4200 (2010).
Shou, K. et al. Induction of mesenchymal stem cell differentiation in the absence of soluble inducer for cutaneous wound regeneration by a chitin nanofiber-based hydrogel. J Tissue Eng Regen Med 12, e867–e880 (2018).
Tsou, Y. H., Khoneisser, J., Huang, P. C. & Xu, X. Hydrogel as a bioactive material to regulate stem cell fate. Bioact Mater 1, 39–55 (2016).
Janmey, P. A., Winer, J. P. & Weisel, J. W. Fibrin gels and their clinical and bioengineering applications. J R Soc Interface 6, 1–10 (2009).
Tong, Z. et al. Application of biomaterials to advance induced pluripotent stem cell research and therapy. EMBO J 34, 987–1008 (2015).
Williams, S., Fatah, K., Ivert, T. & Blomback, M. The effect of acetylsalicylic acid on fibrin gel lysis by tissue plasminogen activator. Blood Coagul Fibrinolysis 6, 718–725 (1995).
Zamolodchikov, D. & Strickland, S. Abeta delays fibrin clot lysis by altering fibrin structure and attenuating plasminogen binding to fibrin. Blood 119, 3342–3351 (2012).
Weng, Y., Yao, J., Sparks, S. & Wang, K. Y. Nattokinase: An Oral Antithrombotic Agent for the Prevention of Cardiovascular Disease. Int J Mol Sci 18, E523 (2017).
Moreira, R. et al. Tissue-engineered fibrin-based heart valve with bio-inspired textile reinforcement. Adv Healthc Mater 5, 2113–2121 (2016).
Gonzalez de Torre, I. et al. Hybrid elastin-like recombinamer-fibrin gels: physical characterization and in vitro evaluation for cardiovascular tissue engineering applications. Biomater Sci 4, 1361–1370 (2016).
Mazlyzam, A. L. et al. Reconstruction of living bilayer human skin equivalent utilizing human fibrin as a scaffold. Burns 33, 355–363 (2007).
Torio-Padron, N., Baerlecken, N., Momeni, A., Stark, G. B. & Borges, J. Engineering of adipose tissue by injection of human preadipocytes in fibrin. Aesthetic Plast Surg 31, 285–293 (2007).
Willerth, S. M. et al. Rationally designed peptides for controlled release of nerve growth factor from fibrin matrices. J Biomed Mater Res A 80, 13–23 (2007).
Schmoekel, H. G. et al. Bone repair with a form of BMP-2 engineered for incorporation into fibrin cell ingrowth matrices. Biotechnol Bioeng 89, 253–262 (2005).
Tan, Y. et al. Matrix softness regulates plasticity of tumour-repopulating cells via H3K9 demethylation and Sox2 expression. Nat Commun 5, 4619 (2014).
Liu, J. et al. Soft fibrin gels promote selection and growth of tumorigenic cells. Nat Mater 11, 734–741 (2012).
Liu, Y. et al. Fibrin Stiffness Mediates Dormancy of Tumor-Repopulating Cells via a Cdc42-Driven Tet2 Epigenetic Program. Cancer Res 78, 3926–3937 (2018).
Kim, I. et al. Fibrin glue improves the therapeutic effect of MSCs by sustaining survival and paracrine function. Tissue Eng Part A 19, 2373–2381 (2013).
O’Cearbhaill, E. D., Murphy, M., Barry, F., McHugh, P. E. & Barron, V. Behavior of human mesenchymal stem cells in fibrin-based vascular tissue engineering constructs. Ann Biomed Eng 38, 649–657 (2010).
Bensaid, W. et al. A biodegradable fibrin scaffold for mesenchymal stem cell transplantation. Biomaterials 24, 2497–2502 (2003).
Huang, N. F. et al. Bone marrow-derived mesenchymal stem cells in fibrin augment angiogenesis in the chronically infarcted myocardium. Regen Med 4, 527–538 (2009).
Kolehmainen, K. & Willerth, S. M. Preparation of 3D fibrin scaffolds for stem cell culture applications. J Vis Exp, e3641 (2012).
Robinson, M., Douglas, S. & Michelle Willerth, S. Mechanically stable fibrin scaffolds promote viability and induce neurite outgrowth in neural aggregates derived from human induced pluripotent stem cells. Sci Rep 7, 6250 (2017).
Zuidema, J. M., Rivet, C. J., Gilbert, R. J. & Morrison, F. A. A protocol for rheological characterization of hydrogels for tissue engineering strategies. J Biomed Mater Res B Appl Biomater 102, 1063–1073 (2014).
Ohgushi, M. & Sasai, Y. Lonely death dance of human pluripotent stem cells: ROCKing between metastable cell states. Trends Cell Biol 21, 274–282 (2011).
Maldonado, M., Luu, R. J., Ramos, M. E. & Nam, J. ROCK inhibitor primes human induced pluripotent stem cells to selectively differentiate towards mesendodermal lineage via epithelial-mesenchymal transition-like modulation. Stem Cell Res 17, 222–227 (2016).
Frobel, J. et al. Leukocyte counts based on DNA methylation at individual cytosines. Clin Chem 64, 566–575 (2018).
Qi, Y. et al. PTEN induces apoptosis and cavitation via HIF-2-dependent Bnip3 upregulation during epithelial lumen formation. Cell Death Differ 22, 875–884 (2015).
Schellenberg, A. et al. Matrix elasticity, replicative senescence and DNA methylation patterns of mesenchymal stem cells. Biomaterials 35, 6351–6358 (2014).
Lenz, M. et al. Epigenetic biomarker to support classification into pluripotent and non-pluripotent cells. Sci Rep 5, 8973 (2015).
Sipp, D., Robey, P. G. & Turner, L. Clear up this stem-cell mess. Nature 561, 455–457 (2018).
Sacchetti, B. et al. No Identical “Mesenchymal Stem Cells” at Different Times and Sites: Human Committed Progenitors of Distinct Origin and Differentiation Potential Are Incorporated as Adventitial Cells in Microvessels. Stem Cell Reports 6, 897–913 (2016).
Parekh, S. H. et al. Modulus-driven differentiation of marrow stromal cells in 3D scaffolds that is independent of myosin-based cytoskeletal tension. Biomaterials 32, 2256–2264 (2011).
Mauney, J. R. et al. Engineering adipose-like tissue in vitro and in vivo utilizing human bone marrow and adipose-derived mesenchymal stem cells with silk fibroin 3D scaffolds. Biomaterials 28, 5280–5290 (2007).
Vashi, A. V. et al. Adipose differentiation of bone marrow-derived mesenchymal stem cells using Pluronic F-127 hydrogel in vitro. Biomaterials 29, 573–579 (2008).
Spiller, K. L., Maher, S. A. & Lowman, A. M. Hydrogels for the repair of articular cartilage defects. Tissue Eng Part B Rev 17, 281–299 (2011).
Vega, S. L., Kwon, M. Y. & Burdick, J. A. Recent advances in hydrogels for cartilage tissue engineering. Eur Cell Mater 33, 59–75 (2017).
Cameron, A. R., Frith, J. E., Gomez, G. A., Yap, A. S. & Cooper-White, J. J. The effect of time-dependent deformation of viscoelastic hydrogels on myogenic induction and Rac1 activity in mesenchymal stem cells. Biomaterials 35, 1857–1868 (2014).
Lei, Y. & Schaffer, D. V. A fully defined and scalable 3D culture system for human pluripotent stem cell expansion and differentiation. Proc Natl Acad Sci USA 110, E5039–5048 (2013).
Caiazzo, M. et al. Defined three-dimensional microenvironments boost induction of pluripotency. Nat Mater 15, 344–352 (2016).
Nie, J. & Hashino, E. Organoid technologies meet genome engineering. EMBO Rep 18, 367–376 (2017).
Huang, H. L. et al. Trypsin-induced proteome alteration during cell subculture in mammalian cells. J Biomed Sci 17, 36 (2010).
Willerth, S. M., Arendas, K. J., Gottlieb, D. I. & Sakiyama-Elbert, S. E. Optimization of fibrin scaffolds for differentiation of murine embryonic stem cells into neural lineage cells. Biomaterials 27, 5990–6003 (2006).
Wu, Y., Joseph, S. & Aluru, N. R. Effect of cross-linking on the diffusion of water, ions, and small molecules in hydrogels. J Phys Chem B 113, 3512–3520 (2009).
Al-Ani, A. et al. Oxygenation in cell culture: Critical parameters for reproducibility are routinely not reported. PLoS One 13, e0204269 (2018).
Sugimoto, K. et al. Effects of hypoxia inducible factors on pluripotency in human iPS cells. Microsc Res Tech 81, 749–754 (2018).
Fernandez-Rebollo, E. et al. Human platelet lysate versus fetal calf serum: these supplements do not select for different mesenchymal stromal cells. Sci Rep 7, 5132 (2017).
Willmann, C. A. et al. To clone or not to clone? Induced pluripotent stem cells can be generated in bulk culture. PLoS One 8, e65324 (2013).
Buxboim, A., Rajagopal, K., Brown, A. E. & Discher, D. E. How deeply cells feel: methods for thin gels. J Phys Condens Matter 22, 194116 (2010).
Walenda, G. et al. Human platelet lysate gel provides a novel 3D-matrix for enhanced culture expansion of mesenchymal stromal cells. Tissue Eng Part C. Methods 18, 924–934 (2012).
Koch, C. M. et al. Specific age-associated DNA methylation changes in human dermal fibroblasts. PLoS One 6, e16679 (2011).
Gregory, C. A., Gunn, W. G., Peister, A. & Prockop, D. J. An Alizarin red-based assay of mineralization by adherent cells in culture: comparison with cetylpyridinium chloride extraction. Anal Biochem 329, 77–84 (2004).
Kopylova, E., Noe, L. & Touzet, H. SortMeRNA: fast and accurate filtering of ribosomal RNAs in metatranscriptomic data. Bioinformatics 28, 3211–3217 (2012).
Dobin, A. et al. STAR: ultrafast universal RNA-seq aligner. Bioinformatics 29, 15–21 (2013).
Anders, S., Pyl, P. T. & Huber, W. HTSeq–a Python framework to work with high-throughput sequencing data. Bioinformatics 31, 166–169 (2015).
Love, M. I., Huber, W. & Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq. 2. Genome Biol 15, 550 (2014).
Pidsley, R. et al. Critical evaluation of the Illumina MethylationEPIC BeadChip microarray for whole-genome DNA methylation profiling. Genome Biol 17, 208 (2016).
Acknowledgements
This work was supported by the Core Facility “Two-Photon Imaging”, a Core Facility of the Interdisciplinary Center for Clinical Research (IZKF) Aachen within the Faculty of Medicine at RWTH Aachen University. Furthermore, this work was funded by the Deutsche Forschungsgemeinschaft (DFG; WA1706/11-1 and 363055819/GRK2415), by RWTH Aachen University within an ERS Boostfund project of the German Excellence Initiative (MechCell; OPBF071); and by a grant from the Interdisciplinary Centre for Clinical Research within the faculty of Medicine at RWTH Aachen University (IZKF O3-3).
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R.G., H.K., P.M. and W.W. designed the study. R.G., H.K., A.O. and S.N. performed experiments. R.G. and H.K. analyzed and formatted the data. J.F. performed analysis of gene expression and DNA methylation profiles. R.G. and W.W. wrote the first draft of the manuscript and all authors read, edited, and approved the final manuscript.
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W.W. is a cofounder of Cygenia GmbH and R.G. contributes to this company (www.cygenia.com). Apart from this, the authors do not declare any conflicts of interest.
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Goetzke, R., Keijdener, H., Franzen, J. et al. Differentiation of Induced Pluripotent Stem Cells towards Mesenchymal Stromal Cells is Hampered by Culture in 3D Hydrogels. Sci Rep 9, 15578 (2019). https://doi.org/10.1038/s41598-019-51911-5
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DOI: https://doi.org/10.1038/s41598-019-51911-5
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