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(Apr 2024) Nature Communications 15Single-cell analyses reveal transient retinal progenitor cells in the ciliary margin of developing human retina
The emergence of retinal progenitor cells and differentiation to various retinal cell types represent fundamental processes during retinal development. Herein,we provide a comprehensive single cell characterisation of transcriptional and chromatin accessibility changes that underline retinal progenitor cell specification and differentiation over the course of human retinal development up to midgestation. Our lineage trajectory data demonstrate the presence of early retinal progenitors,which transit to late,and further to transient neurogenic progenitors,that give rise to all the retinal neurons. Combining single cell RNA-Seq with spatial transcriptomics of early eye samples,we demonstrate the transient presence of early retinal progenitors in the ciliary margin zone with decreasing occurrence from 8 post-conception week of human development. In retinal progenitor cells,we identified a significant enrichment for transcriptional enhanced associate domain transcription factor binding motifs,which when inhibited led to loss of cycling progenitors and retinal identity in pluripotent stem cell derived organoids. Formation of the retina during development involves the coordinated action of retinal progenitor cells and their differentiated cell types,which is key for producing a functioning eye. Here the authors provide a detailed atlas of human retinal development,combining scRNA-seq and spatial transcriptomics,and identify key genetic factors that mediate retinal progenitor cell proliferation and differentiation. View Publication -
(Jul 2024) iScience 27 9CelltypeR: A flow cytometry pipeline to characterize single cells from brain organoids
SummaryMotivated by the cellular heterogeneity in complex tissues,particularly in brain and induced pluripotent stem cell (iPSC)-derived brain models,we developed a complete workflow to reproducibly characterize cell types in complex tissues. Our approach combines a flow cytometry (FC) antibody panel with our computational pipeline CelltypeR,enabling dataset aligning,unsupervised clustering optimization,cell type annotating,and statistical comparisons. Applied to human iPSC derived midbrain organoids,it successfully identified the major brain cell types. We performed fluorescence-activated cell sorting of CelltypeR-defined astrocytes,radial glia,and neurons,exploring transcriptional states by single-cell RNA sequencing. Among the sorted neurons,we identified subgroups of dopamine neurons: one reminiscent of substantia nigra cells most vulnerable in Parkinson’s disease. Finally,we used our workflow to track cell types across a time course of organoid differentiation. Overall,our adaptable analysis framework provides a generalizable method for reproducibly identifying cell types across FC datasets in complex tissues. Graphical abstract Highlights•CelltypeR is a flow cytometry and computational pipeline for cell type quantification•Identified brain cell types in midbrain organoids and measured changes in proportions•Enriched selected populations using FACS and characterized by single-cell RNA sequencing•Identified substantia nigra–like dopaminergic neurons sensitive in Parkinson’s disease Neuroscience; Cell biology; Omics View Publication -
(Apr 2025) Experimental & Molecular Medicine 57 4Tracing genomic instability in induced mesenchymal stromal cell manufacture: an integration-free transfection approach
Here we systematically investigated genomic alterations from the initiation of induced pluripotent stem (iPS) cell generation to induced mesenchymal stromal/stem cell differentiation. We observed a total of ten copy number alterations (CNAs) and five single-nucleotide variations (SNVs) during the phases of reprogramming,differentiation and passaging. We identified a higher frequency of CNAs and SNVs in iPS cells generated using the Sendai virus (SV) method compared with those generated with episomal vectors (Epi). Specifically,all SV-iPS cell lines exhibited CNAs during the reprogramming phase,while only 40% of Epi-iPS cells showed such alterations. Additionally,SNVs were observed exclusively in SV-derived cells during passaging and differentiation,with no SNVs detected in Epi-derived lines. Gene expression analysis revealed upregulation of chromosomal instability-related genes in late-passage SV-iPSCs,further indicating increased genomic instability. Notably,TP53 mutations were identified,underscoring the vulnerability of the gene and the critical need for careful genomic scrutiny when preparing iPS cells and derived cell lines. Genomic instability in induced pluripotent stem cells revealedThis study explores the potential of using induced pluripotent stem (iPS) cells to create mesenchymal stem (MS) cells for medical treatments. iPS cells can be reprogrammed from regular cells and can become any cell type,including MS cells,which are important for tissue repair. However,a concern is that iPS cells might develop genetic changes that could affect their safety. Here researchers investigated these genetic changes during the creation and growth of iPS cells and their transformation into MS cells using advanced techniques such as chromosomal microarray and next-generation sequencing,alongside conventional methods. The study found that iPS cells often develop genetic alterations,which can persist as they are turned into MS cells. The results suggest that while iPS cells hold promise for regenerative medicine,careful monitoring of genetic stability is crucial. Future research should focus on improving methods to ensure safety of iPS cell-derived therapies.This summary was initially drafted using artificial intelligence,then revised and fact-checked by the author. View Publication -
(Jun 2025) Nature Communications 16FXYD2 marks and regulates maturity of ? cells via ion channel-mediated signal transduction
Human pancreatic islets regulate organ development and metabolic homeostasis,with dysfunction leading to diabetes. Human pluripotent stem cells (hPSCs) provide a potential alternative source to cadaveric human pancreatic islets for replacement therapy in diabetes. However,human islet-like organoids (HILOs) generated from hPSCs in vitro often exhibit heterogeneous immature phenotypes such as aberrant gene expression and inadequate insulin secretion in response to glucose. Here we show that FXYD Domain Containing Ion Transport Regulator 2 (FXYD2) marks and regulates functional maturation and heterogeneity of generated HILOs,by controlling the ? cell transcriptome necessary for glucose-stimulated insulin secretion (GSIS). Despite its presence in mature ? cells,FXYD2 is diminished in hPSC-derived ?-like cells. Mechanistically,we find that FXYD2 physically interacts with SRC proto-oncogene,non-receptor tyrosine kinase (SRC) protein to regulate FXYD2-SRC-TEAD1 signaling to modulate ? cell transcriptome. We demonstrate that FXYD2High HILOs significantly outperform FXYD2Low counterparts to improve hyperglycemia in STZ-induced diabetic immune deficient mice. These results suggest that FXYD2 marks and regulates human ? cell maturation via channel-sensing signal transduction and that it can be used as a selection marker for functional heterogeneity of stem cell derived human islet organoids. Tacto et al. uncover a key marker that enables the selection of functional,transplantable human islets derived from stem cells,potentially paving the way for more precise and effective diabetes cell therapy. View Publication -
(Mar 2024) iScience 27 4Deciphering the spatiotemporal transcriptional and chromatin accessibility of human retinal organoid development at the single-cell level
SummaryMolecular information on the early stages of human retinal development remains scarce due to limitations in obtaining early human eye samples. Pluripotent stem cell-derived retinal organoids (ROs) provide an unprecedented opportunity for studying early retinogenesis. Using a combination of single cell RNA-seq and spatial transcriptomics we present for the first-time a single cell spatiotemporal transcriptome of RO development. Our data demonstrate that ROs recapitulate key events of retinogenesis including optic vesicle/cup formation,presence of a putative ciliary margin zone,emergence of retinal progenitor cells and their orderly differentiation to retinal neurons. Combining the scRNA- with scATAC-seq data,we were able to reveal cell-type specific transcription factor binding motifs on accessible chromatin at each stage of organoid development,and to show that chromatin accessibility is highly correlated to the developing human retina,but with some differences in the temporal emergence and abundance of some of the retinal neurons. Graphical abstract Highlights•Single cell analyses reveal putative ciliary margin (pCM) presence in retinal organoids•PCM harbors early RPCs which differentiate to late RPCs and retinal neurons•Single cell ATAC-seq data reveal novel TF binding motifs in RPCs and retinal neurons•RO development largely recapitulates retinogenesis Genetics; Molecular biology; Neuroscience; Cell biology; Omics View Publication -
(Mar 2024) Bioactive Materials 36Feeder-free differentiation of human iPSCs into natural killer cells with cytotoxic potential against malignant brain rhabdoid tumor cells
Natural killer (NK) cells are cytotoxic immune cells that can eliminate target cells without prior stimulation. Human induced pluripotent stem cells (iPSCs) provide a robust source of NK cells for safe and effective cell-based immunotherapy against aggressive cancers. In this in vitro study,a feeder-free iPSC differentiation was performed to obtain iPSC-NK cells,and distinct maturational stages of iPSC-NK were characterized. Mature cells of CD56bright CD16bright phenotype showed upregulation of CD56,CD16,and NK cell activation markers NKG2D and NKp46 upon IL-15 exposure,while exposure to aggressive atypical teratoid/rhabdoid tumor (ATRT) cell lines enhanced NKG2D and NKp46 expression. Malignant cell exposure also increased CD107a degranulation markers and stimulated IFN-? secretion in activated NK cells. CD56bright CD16bright iPSC-NK cells showed a ratio-dependent killing of ATRT cells,and the percentage lysis of CHLA-05-ATRT was higher than that of CHLA-02-ATRT. The iPSC-NK cells were also cytotoxic against other brain,kidney,and lung cancer cell lines. Further NK maturation yielded CD56?ve CD16bright cells,which lacked activation markers even after exposure to interleukins or ATRT cells - indicating diminished cytotoxicity. Generation and characterization of different NK phenotypes from iPSCs,coupled with their promising anti-tumor activity against ATRT in vitro,offer valuable insights into potential immunotherapeutic strategies for brain tumors. Graphical abstractImage 1 Highlights•Natural killer (NK) cells were derived from human induced pluripotent stem cells (iPSCs) in the absence of feeder cells.•Various maturational subtypes of iPSC-NK cells were characterized,and the phenotypic and functional properties were studied.•iPSC-NK cells of CD56bright CD16bright phenotype expressed activation markers in response to interleukin stimuli.•iPSC-NK cells were cytotoxic toward human atypical teratoid and rhabdoid tumor (ATRT) cells and other human cancer cells.•The cytotoxicity of iPSC-NK cells against various cancer cells in vitro might be translated into an in vivo immunotherapy. View Publication -
(Sep 2024) bioRxiv 13 12Epigenetic control and inheritance of rDNA arrays
Ribosomal RNA (rRNA) genes exist in multiple copies arranged in tandem arrays known as ribosomal DNA (rDNA). The total number of gene copies is variable,and the mechanisms buffering this copy number variation remain unresolved. We surveyed the number,distribution,and activity of rDNA arrays at the level of individual chromosomes across multiple human and primate genomes. Each individual possessed a unique fingerprint of copy number distribution and activity of rDNA arrays. In some cases,entire rDNA arrays were transcriptionally silent. Silent rDNA arrays showed reduced association with the nucleolus and decreased interchromosomal interactions,indicating that the nucleolar organizer function of rDNA depends on transcriptional activity. Methyl-sequencing of flow-sorted chromosomes,combined with long read sequencing,showed epigenetic modification of rDNA promoter and coding region by DNA methylation. Silent arrays were in a closed chromatin state,as indicated by the accessibility profiles derived from Fiber-seq. Removing DNA methylation restored the transcriptional activity of silent arrays. Array activity status remained stable through the iPS cell re-programming. Family trio analysis demonstrated that the inactive rDNA haplotype can be traced to one of the parental genomes,suggesting that the epigenetic state of rDNA arrays may be heritable. We propose that the dosage of rRNA genes is epigenetically regulated by DNA methylation,and these methylation patterns specify nucleolar organizer function and can propagate transgenerationally. View Publication -
(Oct 2024) Nature Communications 15Reassessment of marker genes in human induced pluripotent stem cells for enhanced quality control
Human induced pluripotent stem cells (iPSCs) have great potential in research,but pluripotency testing faces challenges due to non-standardized methods and ambiguous markers. Here,we use long-read nanopore transcriptome sequencing to discover 172 genes linked to cell states not covered by current guidelines. We validate 12 genes by qPCR as unique markers for specific cell fates: pluripotency (CNMD,NANOG,SPP1),endoderm (CER1,EOMES,GATA6),mesoderm (APLNR,HAND1,HOXB7),and ectoderm (HES5,PAMR1,PAX6). Using these genes,we develop a machine learning-based scoring system,“hiPSCore”,trained on 15 iPSC lines and validated on 10 more. hiPSCore accurately classifies pluripotent and differentiated cells and predicts their potential to become specialized 2D cells and 3D organoids. Our re-evaluation of cell fate marker genes identifies key targets for future studies on cell fate assessment. hiPSCore improves iPSC testing by reducing time,subjectivity,and resource use,thus enhancing iPSC quality for scientific and medical applications. Quality control,including pluripotency testing of human iPSCs lacks standardization. Here,authors identify and validate gene markers to develop the machine learning-based hiPSCore to streamline pluripotency testing and elevate iPSC quality. View Publication -
(Feb 2025) Nature Communications 16Atlas of multilineage stem cell differentiation reveals TMEM88 as a developmental regulator of blood pressure
Pluripotent stem cells provide a scalable approach to analyse molecular regulation of cell differentiation across developmental lineages. Here,we engineer barcoded induced pluripotent stem cells to generate an atlas of multilineage differentiation from pluripotency,encompassing an eight-day time course with modulation of WNT,BMP,and VEGF signalling pathways. Annotation of in vitro cell types with reference to in vivo development reveals diverse mesendoderm lineage cell types including lateral plate and paraxial mesoderm,neural crest,and primitive gut. Interrogation of temporal and signalling-specific gene expression in this atlas,evaluated against cell type-specific gene expression in human complex trait data highlights the WNT-inhibitor gene TMEM88 as a regulator of mesendodermal lineages influencing cardiovascular and anthropometric traits. Genetic TMEM88 loss of function models show impaired differentiation of endodermal and mesodermal derivatives in vitro and dysregulated arterial blood pressure in vivo. Together,this study provides an atlas of multilineage stem cell differentiation and analysis pipelines to dissect genetic determinants of mammalian developmental physiology. Shen et al. report a method for multiplexing isogenic iPSCs for single-cell RNA-seq. With it,they created an atlas of in vitro differentiation and identified TMEM88 as a regulator of cardiovascular development,impacting blood pressure in adult mice. View Publication -
(Sep 2024) Biofabrication 16 4Endothelial extracellular vesicles enhance vascular self-assembly in engineered human cardiac tissues
AbstractThe fabrication of complex and stable vasculature in engineered cardiac tissues represents a significant hurdle towards building physiologically relevant models of the heart. Here,we implemented a 3D model of cardiac vasculogenesis,incorporating endothelial cells (EC),stromal cells,and human induced pluripotent stem cell (iPSC)-derived cardiomyocytes (CM) in a fibrin hydrogel. The presence of CMs disrupted vessel formation in 3D tissues,resulting in the upregulation of endothelial activation markers and altered extracellular vesicle (EV) signaling in engineered tissues as determined by the proteomic analysis of culture supernatant. miRNA sequencing of CM- and EC-secreted EVs highlighted key EV-miRNAs that were postulated to play differing roles in cardiac vasculogenesis,including the let-7 family and miR-126-3p in EC-EVs. In the absence of CMs,the supplementation of CM-EVs to EC monolayers attenuated EC migration and proliferation and resulted in shorter and more discontinuous self-assembling vessels when applied to 3D vascular tissues. In contrast,supplementation of EC-EVs to the tissue culture media of 3D vascularized cardiac tissues mitigated some of the deleterious effects of CMs on vascular self-assembly,enhancing the average length and continuity of vessel tubes that formed in the presence of CMs. Direct transfection validated the effects of the key EC-EV miRNAs let-7b-5p and miR-126-3p in improving the maintenance of continuous vascular networks. EC-EV supplementation to biofabricated cardiac tissues and microfluidic devices resulted in tissue vascularization,illustrating the use of this approach in the engineering of enhanced,perfusable,microfluidic models of the myocardium. View Publication -
(Jun 2024) Brain Communications 6 3Propionic acid promotes neurite recovery in damaged multiple sclerosis neurons
AbstractNeurodegeneration in the autoimmune disease multiple sclerosis still poses a major therapeutic challenge. Effective drugs that target the inflammation can only partially reduce accumulation of neurological deficits and conversion to progressive disease forms. Diet and the associated gut microbiome are currently being discussed as crucial environmental risk factors that determine disease onset and subsequent progression. In people with multiple sclerosis,supplementation of the short-chain fatty acid propionic acid,as a microbial metabolite derived from the fermentation of a high-fiber diet,has previously been shown to regulate inflammation accompanied by neuroprotective properties. We set out to determine whether the neuroprotective impact of propionic acid is a direct mode of action of short-chain fatty acids on CNS neurons. We analysed neurite recovery in the presence of the short-chain fatty acid propionic acid and butyric acid in a reverse-translational disease-in-a-dish model of human-induced primary neurons differentiated from people with multiple sclerosis-derived induced pluripotent stem cells. We found that recovery of damaged neurites is induced by propionic acid and butyric acid. We could also show that administration of butyric acid is able to enhance propionic acid-associated neurite recovery. Whole-cell proteome analysis of induced primary neurons following recovery in the presence of propionic acid revealed abundant changes of protein groups that are associated with the chromatin assembly,translational,and metabolic processes. We further present evidence that these alterations in the chromatin assembly were associated with inhibition of histone deacetylase class I/II following both propionic acid and butyric acid treatment,mediated by free fatty acid receptor signalling. While neurite recovery in the presence of propionic acid is promoted by activation of the anti-oxidative response,administration of butyric acid increases neuronal ATP synthesis in people with multiple sclerosis-specific induced primary neurons. In human multiple sclerosis-specific neurons,differentiated via induced pluripotent stem cells,Gisevius et al. display neuroregeneration mediated by the short-chain fatty acids propionic and butyric acid. Intracellularly,free fatty acid receptor signalling leads to inhibition of histone deacetylase activity,thereby altering the oxidative stress response and cellular protein biosynthesis. Graphical Abstract Graphical Abstract View Publication -
(Jul 2024) Cell reports 43 7Mechanomemory of nucleoplasm and RNA polymerase II after chromatin stretching by a microinjected magnetic nanoparticle force
SUMMARY Increasing evidence suggests that the mechanics of chromatin and nucleoplasm regulate gene transcription and nuclear function. However,how the chromatin and nucleoplasm sense and respond to forces remains elusive. Here,we employed a strategy of applying forces directly to the chromatin of a cell via a microinjected 200-nm anti-H2B-antibody-coated ferromagnetic nanoparticle (FMNP) and an anti-immunoglobulin G (IgG)-antibody-coated or an uncoated FMNP. The chromatin behaved as a viscoelastic gel-like structure and the nucleoplasm was a softer viscoelastic structure at loading frequencies of 0.1–5 Hz. Protein diffusivity of the chromatin,nucleoplasm,and RNA polymerase II (RNA Pol II) and RNA Pol II activity were upregulated in a chromatin-stretching-dependent manner and stayed upregulated for tens of minutes after force cessation. Chromatin stiffness increased,but the mechanomemory duration of chromatin diffusivity decreased,with substrate stiffness. These findings may provide a mechanomemory mechanism of transcription upregulation and have implications on cell and nuclear functions. Graphical abstract In brief Rashid et al. show that chromatin and nucleoplasm in cells behave as viscoelastic materials. Chromatin stretching mediates the mechanomemory of chromatin and nucleoplasm diffusivity as well as of RNA polymerase II activity. The mechanomemory of RNA polymerase II activity provides a mechanism for sustained transcription upregulation tens of minutes after force cessation. View Publication
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