技术资料

Nature Communications 6,(2015). doi:10.1038/ncomms6999 View Publication

Human induced pluripotent stem cells (hiPSCs) have demonstrated great potential for hyaline cartilage regeneration. However,current approaches for chondrogenic differentiation of hiPSCs are complicated and inefficient primarily due to intermediate embryoid body formation,which is required to generate endodermal,ectodermal,and mesodermal cell lineages. We report a new,straightforward and highly efficient approach for chondrogenic differentiation of hiPSCs,which avoids embryoid body formation. We differentiated hiPSCs directly into mesenchymal stem /stromal cells (MSC) and chondrocytes. hiPSC-MSC-derived chondrocytes showed significantly increased Col2A1,GAG,and SOX9 gene expression compared to hiPSC-MSCs. Following transplantation of hiPSC-MSC and hiPSC-MSC-derived chondrocytes into osteochondral defects of arthritic joints of athymic rats,magnetic resonance imaging studies showed gradual engraftment,and histological correlations demonstrated hyaline cartilage matrix production. Results present an efficient and clinically translatable approach for cartilage tissue regeneration via patient-derived hiPSCs,which could improve cartilage regeneration outcomes in arthritic joints. View Publication

Human pluripotent stem (hPS) cells are a potential source of cells for medical therapy and an ideal system to study fate decisions in early development. However,hPS cells cultured in vitro exhibit a high degree of heterogeneity,presenting an obstacle to clinical translation. hPS cells grow in spatially patterned colony structures,necessitating quantitative single-cell image analysis. We offer a tool for analyzing the spatial population context of hPS cells that integrates automated fluorescent microscopy with an analysis pipeline. It enables high-throughput detection of colonies at low resolution,with single-cellular and sub-cellular analysis at high resolutions,generating seamless in situ maps of single-cellular data organized by colony. We demonstrate the tool's utility by analyzing inter- and intra-colony heterogeneity of hPS cell cycle regulation and pluripotency marker expression. We measured the heterogeneity within individual colonies by analyzing cell cycle as a function of distance. Cells loosely associated with the outside of the colony are more likely to be in G1,reflecting a less pluripotent state,while cells within the first pluripotent layer are more likely to be in G2,possibly reflecting a G2/M block. Our multi-scale analysis tool groups colony regions into density classes,and cells belonging to those classes have distinct distributions of pluripotency markers and respond differently to DNA damage induction. Lastly,we demonstrate that our pipeline can robustly handle high-content,high-resolution single molecular mRNA FISH data by using novel image processing techniques. Overall,the imaging informatics pipeline presented offers a novel approach to the analysis of hPS cells that includes not only single cell features but also colony wide,and more generally,multi-scale spatial configuration. View Publication

To harness the potential of human pluripotent stem cells (hPSCs),an abundant supply of their progenies is required. Here,hPSC expansion as matrix-independent aggregates in suspension culture was combined with cardiomyogenic differentiation using chemical Wnt pathway modulators. A multiwell screen was scaled up to stirred Erlenmeyer flasks and subsequently to tank bioreactors,applying controlled feeding strategies (batch and cyclic perfusion). Cardiomyogenesis was sensitive to the GSK3 inhibitor CHIR99021 concentration,whereas the aggregate size was no prevailing factor across culture platforms. However,in bioreactors,the pattern of aggregate formation in the expansion phase dominated subsequent differentiation. Global profiling revealed a culture-dependent expression of BMP agonists/antagonists,suggesting their decisive role in cell-fate determination. Furthermore,metallothionein was discovered as a potentially stress-related marker in hPSCs. In 100 ml bioreactors,the production of 40 million predominantly ventricular-like cardiomyocytes (up to 85% purity) was enabled that were directly applicable to bioartificial cardiac tissue formation. View Publication

The purpose of this study is to characterize the microRNA (miRNA) expression profiles of induced pluripotent stem (iPS) cells and retinal pigment epithelium (RPE) derived from induced pluripotent stem cells (iPS-RPE). MiRNAs have been demonstrated to play critical roles in both maintaining pluripotency and facilitating differentiation. Gene expression networks accountable for maintenance and induction of pluripotency are linked and share components with those networks implicated in oncogenesis. Therefore,we hypothesize that miRNA expression profiling will distinguish iPS cells from their iPS-RPE progeny. To identify and analyze differentially expressed miRNAs,RPE was derived from iPS using a spontaneous differentiation method. MiRNA microarray analysis identified 155 probes that were statistically differentially expressed between iPS and iPS-RPE cells. Up-regulated miRNAs including miR-181c and miR-129-5p may play a role in promoting differentiation,while down-regulated miRNAs such as miR-367,miR-18b,and miR-20b are implicated in cell proliferation. Subsequent miRNA-target and network analysis revealed that these miRNAs are involved in cellular development,cell cycle progression,cell death,and survival. A systematic interrogation of temporal and spatial expression of iPS-RPE miRNAs and their associated target mRNAs will provide new insights into the molecular mechanisms of carcinogenesis,eye differentiation and development. View Publication

Vocal fold epithelial cells are very difficult to study as the vocal fold epithelial cell lines do not exist and they cannot be removed from the healthy larynx without engendering a significant and unacceptable risk to vocal fold function. Here,we describe the procedure to create an engineered vocal fold tissue construct consisting of the scaffold composed of the collagen 1 gel seeded with human fibroblasts and simple epithelial progenitors seeded on the scaffold and cultivated at air-liquid interface for 19-21 days to derive the stratified squamous epithelium. This model of vocal fold mucosa is very similar in morphology,gene expression,and phenotypic characteristics to native vocal fold epithelial cells and the underlying lamina propria and,therefore,offers a promising approach to studying vocal fold biology and biomechanics in health and disease. View Publication

Advances in cellular reprogramming and stem cell differentiation now enable ex vivo studies of human neuronal differentiation. However,it remains challenging to elucidate the underlying regulatory programs because differentiation protocols are laborious and often result in low neuron yields. Here,we overexpressed two Neurogenin transcription factors in human-induced pluripotent stem cells and obtained neurons with bipolar morphology in 4 days,at greater than 90% purity. The high purity enabled mRNA and microRNA expression profiling during neurogenesis,thus revealing the genetic programs involved in the rapid transition from stem cell to neuron. The resulting cells exhibited transcriptional,morphological and functional signatures of differentiated neurons,with greatest transcriptional similarity to prenatal human brain samples. Our analysis revealed a network of key transcription factors and microRNAs that promoted loss of pluripotency and rapid neurogenesis via progenitor states. Perturbations of key transcription factors affected homogeneity and phenotypic properties of the resulting neurons,suggesting that a systems-level view of the molecular biology of differentiation may guide subsequent manipulation of human stem cells to rapidly obtain diverse neuronal types. View Publication

Human pluripotent stem cells (hPSCs) display a very short G1 phase and rapid proliferation kinetics. Regulation of the cell cycle,which is linked to pluripotency and differentiation,is dependent on the stem cell environment,particularly on culture density. This link has been so far empirical and central to disparities in the growth rates and fractions of self-renewing hPSCs residing in different cycle phases. In this study,hPSC cycle progression in conjunction with proliferation and differentiation were comprehensively investigated for different culture densities. Cell proliferation decelerated significantly at densities beyond 50×10(4) cells/cm(2). Correspondingly,the G1 fraction increased from 25% up to 60% at densities greater than 40×10(4) cells/cm(2) while still hPSC pluripotency marker expression was maintained. In parallel,expression of the cycle inhibitor CDKN1A (p21) was increased,while that of p27 and p53 did not change significantly. After 4 days of culture in an unconditioned medium,greater heterogeneity was noted in the differentiation outcomes and was limited by reducing the density variation. A quantitative model was constructed for self-renewing and differentiating hPSC ensembles to gain a better understanding of the link between culture density,cycle progression,and stem cell state. Results for multiple hPSC lines and medium types corroborated experimental findings. Media commonly used for maintenance of self-renewing hPSCs exhibited the slowest kinetics of induction of differentiation (kdiff),while BMP4 supplementation led to 14-fold higher kdiff values. Spontaneous differentiation in a growth factor-free medium exhibited the largest variation in outcomes at different densities. In conjunction with the quantitative framework,our findings will facilitate rationalizing the selection of cultivation conditions for the generation of stem cell therapeutics. View Publication

Hypoxia augments human embryonic stem cell (hESC) self-renewal via hypoxia-inducible factor 2??-activated OCT4 transcription. Hypoxia also increases the efficiency of reprogramming differentiated cells to a pluripotent-like state. Combined,these findings suggest that low O2 tension would impair the purposeful differentiation of pluripotent stem cells. Here,we show that low O2 tension and hypoxiainducible factor (HIF) activity instead promote appropriate hESC differentiation. Through gain- and loss-of-function studies,we implicate O2 tension as a modifier of a key cell fate decision,namely whether neural progenitors differentiate toward neurons or glia. Furthermore,our data show that even transient changes in O2 concentration can affect cell fate through HIF by regulating the activity of MYC,a regulator of LIN28/let-7 that is critical for fate decisions in the neural lineage.We also identify key small molecules that can take advantage of this pathway to quickly and efficiently promote the development of mature cell types. View Publication

Expansion of pluripotent stem cells in defined media devoid of animal-derived feeder cells to generate multilayered three-dimensional (3D) bulk preparations or spheroids,rather than two-dimensional (2D) monolayers,is advantageous for many regenerative,biological or disease-modelling studies. Here we show that electrospun polymer matrices comprised of nanofibres that mimic the architecture of the natural fibrous extracellular matrix allow for feeder-free expansion of pluripotent human induced pluripotent stem cells (IPSCs) and human embryonic stem cells (HESCs) into multilayered 3D 'patty-like' spheroid structures in defined xeno-free culture medium. The observation that IPSCs and HESCs readily revert to 2D growth in the absence of the synthetic nanofibre membranes suggests that this 3D expansion behaviour is mediated by the physical microenvironment and artificial niche provided by the nanofibres only. Importantly,we could show that such 3D growth as patties maintained the pluripotency of cells as long as they were kept on nanofibres. The generation of complex multilayered 3D structures consisting of only pluripotent cells on biodegradable nanofibre matrices of the desired shape and size will enable both industrial-scale expansion and intricate organ-tissue engineering applications with human pluripotent stem cells,where simultaneous coupling of differentiation pathways of all germ layers from one stem cell source may be required for organ formation. View Publication

Rapid technological advances have made the acquisition of large numbers of spectra not only feasible,but also routine. As a result,a significant research effort is focused on semi-automated and fully automated spectral processing techniques. However,the need to provide initial estimates of the number of peaks,their band shapes,and the initial parameters of these bands presents an obstacle to the full automation of peak fitting and its incorporation into fully automated spectral-preprocessing workflows. Moreover,the sensitivity of peak-fit routines to initial parameter settings and the resultant variations in solution quality further impede user-free operation. We have developed a technique to perform fully automated peak fitting on fully automated preconditioned spectra-specifically,baseline-corrected and smoothed spectra that are free of cosmic-ray-induced spikes. Briefly,the tallest peak in a spectrum is located and a Gaussian peak-fit is performed. The fitted peak is then subtracted from the spectrum,and the procedure is repeated until the entire spectrum has been processed. In second and third passes,all the peaks in the spectrum are fitted concurrently,but are fitted to a Pearson Type VII model using the parameters for the model established in the prior pass. The technique is applied to a synthetic spectrum with several peaks,some of which have substantial overlap,to test the ability of the method to recover the correct number of peaks,their true shape,and their appropriate parameters. Finally the method is tested on measured Raman spectra collected from human embryonic stem cells and samples of red blood cells. View Publication

Emerging hepatic models for the study of drug-induced toxicity include pluripotent stem cell-derived hepatocyte-like cells (HLCs) and complex hepatocyte-non-parenchymal cellular coculture to mimic the complex multicellular interactions that recapitulate the niche environment in the human liver. However,a specific marker of hepatocyte perturbation,required to discriminate hepatocyte damage from non-specific cellular toxicity contributed by non-hepatocyte cell types or immature differentiated cells is currently lacking,as the cytotoxicity assays routinely used in in vitro toxicology research depend on intracellular molecules which are ubiquitously present in all eukaryotic cell types. In this study,we demonstrate that microRNA-122 (miR-122) detection in cell culture media can be used as a hepatocyte-enriched in vitro marker of drug-induced toxicity in homogeneous cultures of hepatic cells,and a cell-specific marker of toxicity of hepatic cells in heterogeneous cultures such as HLCs generated from various differentiation protocols and pluripotent stem cell lines,where conventional cytotoxicity assays using generic cellular markers may not be appropriate. We show that the sensitivity of the miR-122 cytotoxicity assay is similar to conventional assays that measure lactate dehydrogenase activity and intracellular adenosine triphosphate when applied in hepatic models with high levels of intracellular miR-122,and can be multiplexed with other assays. MiR-122 as a biomarker also has the potential to bridge results in in vitro experiments to in vivo animal models and human samples using the same assay,and to link findings from clinical studies in determining the relevance of in vitro models being developed for the study of drug-induced liver injury. View Publication