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1.
Cell ; 161(2): 240-54, 2015 Apr 09.
Article in English | MEDLINE | ID: mdl-25860607

ABSTRACT

In vitro modeling of human disease has recently become feasible with induced pluripotent stem cell (iPSC) technology. Here, we established patient-derived iPSCs from a Li-Fraumeni syndrome (LFS) family and investigated the role of mutant p53 in the development of osteosarcoma (OS). LFS iPSC-derived osteoblasts (OBs) recapitulated OS features including defective osteoblastic differentiation as well as tumorigenic ability. Systematic analyses revealed that the expression of genes enriched in LFS-derived OBs strongly correlated with decreased time to tumor recurrence and poor patient survival. Furthermore, LFS OBs exhibited impaired upregulation of the imprinted gene H19 during osteogenesis. Restoration of H19 expression in LFS OBs facilitated osteoblastic differentiation and repressed tumorigenic potential. By integrating human imprinted gene network (IGN) into functional genomic analyses, we found that H19 mediates suppression of LFS-associated OS through the IGN component DECORIN (DCN). In summary, these findings demonstrate the feasibility of studying inherited human cancer syndromes with iPSCs.


Subject(s)
Gene Regulatory Networks , Induced Pluripotent Stem Cells/cytology , Li-Fraumeni Syndrome/complications , Osteosarcoma/etiology , Adolescent , Adult , Animals , Child , Decorin/metabolism , Female , Humans , Li-Fraumeni Syndrome/genetics , Li-Fraumeni Syndrome/pathology , Male , Mesenchymal Stem Cells/metabolism , Mice , Models, Biological , Neoplasm Transplantation , Osteoblasts/cytology , Osteoblasts/metabolism , Osteogenesis , Osteosarcoma/genetics , Osteosarcoma/pathology , RNA, Long Noncoding/metabolism , Transplantation, Heterologous , Tumor Suppressor Protein p53/metabolism
2.
Cell ; 145(2): 183-97, 2011 Apr 15.
Article in English | MEDLINE | ID: mdl-21477851

ABSTRACT

The embryonic stem (ES) cell transcriptional and chromatin-modifying networks are critical for self-renewal maintenance. However, it remains unclear whether these networks functionally interact and, if so, what factors mediate such interactions. Here, we show that WD repeat domain 5 (Wdr5), a core member of the mammalian Trithorax (trxG) complex, positively correlates with the undifferentiated state and is a regulator of ES cell self-renewal. We demonstrate that Wdr5, an "effector" of H3K4 methylation, interacts with the pluripotency transcription factor Oct4. Genome-wide protein localization and transcriptome analyses demonstrate overlapping gene regulatory functions between Oct4 and Wdr5. The Oct4-Sox2-Nanog circuitry and trxG cooperate in activating transcription of key self-renewal regulators, and furthermore, Wdr5 expression is required for the efficient formation of induced pluripotent stem (iPS) cells. We propose an integrated model of transcriptional and epigenetic control, mediated by select trxG members, for the maintenance of ES cell self-renewal and somatic cell reprogramming.


Subject(s)
Embryonic Stem Cells/metabolism , Gene Regulatory Networks , Proteins/metabolism , Animals , Chromatin Immunoprecipitation , Embryonic Stem Cells/cytology , Histone-Lysine N-Methyltransferase , Histones/metabolism , Intracellular Signaling Peptides and Proteins , Methylation , Mice , Myeloid-Lymphoid Leukemia Protein/metabolism , Octamer Transcription Factor-3/metabolism , Sequence Analysis, DNA , Transcriptional Activation
3.
J Virol ; 96(2): e0106321, 2022 01 26.
Article in English | MEDLINE | ID: mdl-34669512

ABSTRACT

COVID-19 affects multiple organs. Clinical data from the Mount Sinai Health System show that substantial numbers of COVID-19 patients without prior heart disease develop cardiac dysfunction. How COVID-19 patients develop cardiac disease is not known. We integrated cell biological and physiological analyses of human cardiomyocytes differentiated from human induced pluripotent stem cells (hiPSCs) infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in the presence of interleukins (ILs) with clinical findings related to laboratory values in COVID-19 patients to identify plausible mechanisms of cardiac disease in COVID-19 patients. We infected hiPSC-derived cardiomyocytes from healthy human subjects with SARS-CoV-2 in the absence and presence of IL-6 and IL-1ß. Infection resulted in increased numbers of multinucleated cells. Interleukin treatment and infection resulted in disorganization of myofibrils, extracellular release of troponin I, and reduced and erratic beating. Infection resulted in decreased expression of mRNA encoding key proteins of the cardiomyocyte contractile apparatus. Although interleukins did not increase the extent of infection, they increased the contractile dysfunction associated with viral infection of cardiomyocytes, resulting in cessation of beating. Clinical data from hospitalized patients from the Mount Sinai Health System show that a significant portion of COVID-19 patients without history of heart disease have elevated troponin and interleukin levels. A substantial subset of these patients showed reduced left ventricular function by echocardiography. Our laboratory observations, combined with the clinical data, indicate that direct effects on cardiomyocytes by interleukins and SARS-CoV-2 infection might underlie heart disease in COVID-19 patients. IMPORTANCE SARS-CoV-2 infects multiple organs, including the heart. Analyses of hospitalized patients show that a substantial number without prior indication of heart disease or comorbidities show significant injury to heart tissue, assessed by increased levels of troponin in blood. We studied the cell biological and physiological effects of virus infection of healthy human iPSC-derived cardiomyocytes in culture. Virus infection with interleukins disorganizes myofibrils, increases cell size and the numbers of multinucleated cells, and suppresses the expression of proteins of the contractile apparatus. Viral infection of cardiomyocytes in culture triggers release of troponin similar to elevation in levels of COVID-19 patients with heart disease. Viral infection in the presence of interleukins slows down and desynchronizes the beating of cardiomyocytes in culture. The cell-level physiological changes are similar to decreases in left ventricular ejection seen in imaging of patients' hearts. These observations suggest that direct injury to heart tissue by virus can be one underlying cause of heart disease in COVID-19.


Subject(s)
COVID-19/immunology , Induced Pluripotent Stem Cells , Interleukin-10/immunology , Interleukin-1beta/immunology , Interleukin-6/immunology , Myocytes, Cardiac , Cells, Cultured , Humans , Induced Pluripotent Stem Cells/immunology , Induced Pluripotent Stem Cells/pathology , Induced Pluripotent Stem Cells/virology , Myocytes, Cardiac/immunology , Myocytes, Cardiac/pathology , Myocytes, Cardiac/virology
4.
Mol Cell ; 56(1): 140-52, 2014 Oct 02.
Article in English | MEDLINE | ID: mdl-25240402

ABSTRACT

Nanog facilitates embryonic stem cell self-renewal and induced pluripotent stem cell generation during the final stage of reprogramming. From a genome-wide small interfering RNA screen using a Nanog-GFP reporter line, we discovered opposing effects of Snai1 and Snai2 depletion on Nanog promoter activity. We further discovered mutually repressive expression profiles and opposing functions of Snai1 and Snai2 during Nanog-driven reprogramming. We found that Snai1, but not Snai2, is both a transcriptional target and protein partner of Nanog in reprogramming. Ectopic expression of Snai1 or depletion of Snai2 greatly facilitates Nanog-driven reprogramming. Snai1 (but not Snai2) and Nanog cobind to and transcriptionally activate pluripotency-associated genes including Lin28 and miR-290-295. Ectopic expression of miR-290-295 cluster genes partially rescues reprogramming inefficiency caused by Snai1 depletion. Our study thus uncovers the interplay between Nanog and mesenchymal factors Snai1 and Snai2 in the transcriptional regulation of pluripotency-associated genes and miRNAs during the Nanog-driven reprogramming process.


Subject(s)
Homeodomain Proteins/physiology , Transcription Factors/physiology , Animals , Binding Sites , Cell Differentiation/genetics , Cell Line , Gene Expression Regulation , HEK293 Cells , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Humans , Induced Pluripotent Stem Cells , Mice , Nanog Homeobox Protein , Promoter Regions, Genetic , RNA Interference , Snail Family Transcription Factors , Transcription Factors/genetics , Transcription Factors/metabolism
5.
Cytotherapy ; 23(9): 841-851, 2021 09.
Article in English | MEDLINE | ID: mdl-34023194

ABSTRACT

BACKGROUND AIMS: Allogeneic hematopoietic stem cell transplantation (allo-HSCT) is a potentially curative therapy for a wide range of malignant and genetic disorders of the hematopoietic and immune systems. Umbilical cord blood (UCB) is a readily available source of stem cells for allo-HSCT, but the small fixed number of hematopoietic stem and progenitor cells (HSPCs) found in a single unit limits its widespread use in adult recipients. The authors have previously reported that culturing UCB-CD34+ cells in serum-free media supplemented with a combination of cytokines and the histone deacetylase inhibitor valproic acid (VPA) led to expansion of the numbers of functional HSPCs. Such fresh expanded product has been advanced to the clinic and is currently evaluated in an ongoing clinical trial in patients with hematological malignancies undergoing allo-HSCT. Here the authors report on the cryopreservation of this cellular product under current Good Manufacturing Practice (cGMP). METHODS: cGMP VPA-mediated expansion was initiated with CD34+ cells isolated from cryopreserved primary UCB collections, and the functionality after a second cryopreservation step of the expanded product evaluted in vitro and in mouse xenografts. RESULTS: The authors found that the cryopreserved VPA-expanded grafts were characterized by a high degree of viability, retention of HSPC phenotypic subtypes and maintenance of long-term multilineage repopulation capacity in immunocompromised mice. All cellular and functional parameters tested were comparable between the fresh and cryopreserved VPA-expanded cellular products. CONCLUSIONS: The authors' results demonstrate and support the practicality of cryopreservation of VPA-expanded stem cell grafts derived from UCB-CD34+ cells for clinical utilization.


Subject(s)
Fetal Blood , Hematopoietic Stem Cell Transplantation , Animals , Antigens, CD34 , Cells, Cultured , Cryopreservation , Hematopoietic Stem Cells , Heterografts , Humans , Mice
6.
Proc Natl Acad Sci U S A ; 115(47): E11128-E11137, 2018 11 20.
Article in English | MEDLINE | ID: mdl-30385632

ABSTRACT

Osteosarcoma (OS), the most common primary bone tumor, is highly metastatic with high chemotherapeutic resistance and poor survival rates. Using induced pluripotent stem cells (iPSCs) generated from Li-Fraumeni syndrome (LFS) patients, we investigate an oncogenic role of secreted frizzled-related protein 2 (SFRP2) in p53 mutation-associated OS development. Interestingly, we find that high SFRP2 expression in OS patient samples correlates with poor survival. Systems-level analyses identified that expression of SFRP2 increases during LFS OS development and can induce angiogenesis. Ectopic SFRP2 overexpression in normal osteoblast precursors is sufficient to suppress normal osteoblast differentiation and to promote OS phenotypes through induction of oncogenic molecules such as FOXM1 and CYR61 in a ß-catenin-independent manner. Conversely, inhibition of SFRP2, FOXM1, or CYR61 represses the tumorigenic potential. In summary, these findings demonstrate the oncogenic role of SFRP2 in the development of p53 mutation-associated OS and that inhibition of SFRP2 is a potential therapeutic strategy.


Subject(s)
Bone Neoplasms/genetics , Carcinogenesis/genetics , Li-Fraumeni Syndrome/pathology , Membrane Proteins/genetics , Osteosarcoma/genetics , Tumor Suppressor Protein p53/genetics , Animals , Bone Neoplasms/pathology , Cell Line, Tumor , Cysteine-Rich Protein 61/antagonists & inhibitors , Cysteine-Rich Protein 61/genetics , Forkhead Box Protein M1/antagonists & inhibitors , Forkhead Box Protein M1/genetics , Humans , Induced Pluripotent Stem Cells/metabolism , Li-Fraumeni Syndrome/genetics , Male , Membrane Proteins/antagonists & inhibitors , Mice , Mice, Nude , Neovascularization, Pathologic/genetics , Osteoblasts/cytology , Osteosarcoma/pathology
7.
Nature ; 465(7299): 808-12, 2010 Jun 10.
Article in English | MEDLINE | ID: mdl-20535210

ABSTRACT

The generation of reprogrammed induced pluripotent stem cells (iPSCs) from patients with defined genetic disorders holds the promise of increased understanding of the aetiologies of complex diseases and may also facilitate the development of novel therapeutic interventions. We have generated iPSCs from patients with LEOPARD syndrome (an acronym formed from its main features; that is, lentigines, electrocardiographic abnormalities, ocular hypertelorism, pulmonary valve stenosis, abnormal genitalia, retardation of growth and deafness), an autosomal-dominant developmental disorder belonging to a relatively prevalent class of inherited RAS-mitogen-activated protein kinase signalling diseases, which also includes Noonan syndrome, with pleomorphic effects on several tissues and organ systems. The patient-derived cells have a mutation in the PTPN11 gene, which encodes the SHP2 phosphatase. The iPSCs have been extensively characterized and produce multiple differentiated cell lineages. A major disease phenotype in patients with LEOPARD syndrome is hypertrophic cardiomyopathy. We show that in vitro-derived cardiomyocytes from LEOPARD syndrome iPSCs are larger, have a higher degree of sarcomeric organization and preferential localization of NFATC4 in the nucleus when compared with cardiomyocytes derived from human embryonic stem cells or wild-type iPSCs derived from a healthy brother of one of the LEOPARD syndrome patients. These features correlate with a potential hypertrophic state. We also provide molecular insights into signalling pathways that may promote the disease phenotype.


Subject(s)
Induced Pluripotent Stem Cells/pathology , LEOPARD Syndrome/pathology , Models, Biological , Precision Medicine , Adult , Cell Differentiation , Cell Line , Cell Lineage , Cells, Cultured , Embryonic Stem Cells/metabolism , Enzyme Activation , Female , Fibroblasts/metabolism , Fibroblasts/pathology , Gene Expression Profiling , Homeodomain Proteins/genetics , Humans , Induced Pluripotent Stem Cells/enzymology , Induced Pluripotent Stem Cells/metabolism , LEOPARD Syndrome/drug therapy , LEOPARD Syndrome/metabolism , Male , Mitogen-Activated Protein Kinases/metabolism , Myocytes, Cardiac/metabolism , Myocytes, Cardiac/pathology , NFATC Transcription Factors/genetics , NFATC Transcription Factors/metabolism , Nanog Homeobox Protein , Octamer Transcription Factor-3/genetics , Phosphoproteins/analysis , Polymerase Chain Reaction , Protein Tyrosine Phosphatase, Non-Receptor Type 11/genetics , Protein Tyrosine Phosphatase, Non-Receptor Type 11/metabolism , SOXB1 Transcription Factors/genetics
8.
BMC Bioinformatics ; 16: 225, 2015 Jul 22.
Article in English | MEDLINE | ID: mdl-26198214

ABSTRACT

BACKGROUND: Chemical or small interfering (si) RNA screens measure the effects of many independent experimental conditions, each applied to a population of cells (e.g., all of the cells in a well). High-content screens permit a readout (e.g., fluorescence, luminescence, cell morphology) from each cell in the population. Most analysis approaches compare the average effect on each population, precluding identification of outliers that affect the distribution of the reporter in the population but not its average. Other approaches only measure changes to the distribution with a single parameter, precluding accurate distinction and clustering of interesting outlier distributions. RESULTS: We describe a methodology to identify outlier conditions by considering the cell-level measurements from each condition as a sample of an underlying distribution. With appropriate selection of a distance metric, all effects can be embedded in a fixed-dimensionality Euclidean basis, facilitating identification and clustering of biologically interesting outliers. We demonstrate that measurement of distances with the Hellinger distance metric offers substantial computational efficiencies over alternative metrics. We validate this methodology using an RNA interference (RNAi) screen in mouse embryonic stem cells (ESC) with a Nanog reporter. The methodology clusters effects of multiple control siRNAs into their true identities better than conventional approaches describing the median cell fluorescence or the commonly used Kolmogorov-Smirnov distance between the observed fluorescence distribution and the null distribution. It identifies outlier genes with effects on the reporter distribution that would have been missed by other methods. Among them, siRNA targeting Chek1 leads to a wider Nanog reporter fluorescence distribution. Similarly, siRNA targeting Med14 or Med27 leads to a narrower Nanog reporter fluorescence distribution. We confirm the roles of these three genes in regulating pluripotency by mRNA expression and alkaline phosphatase staining using independent short hairpin (sh) RNAs. CONCLUSIONS: Using our methodology, we describe each experimental condition by a probability distribution. Measuring distances between probability distributions permits a multivariate rather than univariate readout. Clustering points derived from these distances allows us to obtain greater biological insight than methods based solely on single parameters. We find several outliers from a mouse ESC RNAi screen that we confirm to be pluripotency regulators. Many of these outliers would have been missed by other analysis methods.


Subject(s)
Computational Biology/methods , Homeodomain Proteins/genetics , RNA Interference , Animals , Cell Differentiation/drug effects , Cell Line , Cluster Analysis , Genes, Reporter , Genome , Mediator Complex/antagonists & inhibitors , Mediator Complex/genetics , Mediator Complex/metabolism , Mice , Mouse Embryonic Stem Cells/cytology , Mouse Embryonic Stem Cells/drug effects , Mouse Embryonic Stem Cells/metabolism , Nanog Homeobox Protein , Promoter Regions, Genetic , RNA, Small Interfering/metabolism , Tretinoin/pharmacology
9.
Proc Natl Acad Sci U S A ; 109(40): 16202-7, 2012 Oct 02.
Article in English | MEDLINE | ID: mdl-22988117

ABSTRACT

The homeodomain transcription factor Nanog plays an important role in embryonic stem cell (ESC) self-renewal and is essential for acquiring ground-state pluripotency during reprogramming. Understanding how Nanog is transcriptionally regulated is important for further dissecting mechanisms of ESC pluripotency and somatic cell reprogramming. Here, we report that Nanog is subjected to a negative autoregulatory mechanism, i.e., autorepression, in ESCs, and that such autorepression requires the coordinated action of the Nanog partner and transcriptional repressor Zfp281. Mechanistically, Zfp281 recruits the NuRD repressor complex onto the Nanog locus and maintains its integrity to mediate Nanog autorepression and, functionally, Zfp281-mediated Nanog autorepression presents a roadblock to efficient somatic cell reprogramming. Our results identify a unique transcriptional regulatory mode of Nanog gene expression and shed light into the mechanistic understanding of Nanog function in pluripotency and reprogramming.


Subject(s)
Cellular Reprogramming/physiology , Embryonic Stem Cells/cytology , Gene Expression Regulation, Developmental/physiology , Homeodomain Proteins/metabolism , Mi-2 Nucleosome Remodeling and Deacetylase Complex/metabolism , Transcription Factors/metabolism , Animals , Blotting, Western , Chromatin Immunoprecipitation , DNA Primers/genetics , Immunoprecipitation , Mice , Nanog Homeobox Protein , Real-Time Polymerase Chain Reaction
10.
bioRxiv ; 2024 Feb 12.
Article in English | MEDLINE | ID: mdl-38405902

ABSTRACT

Osteogenic differentiation is essential for bone development and metabolism, but the underlying gene regulatory networks have not been well investigated. We differentiated mesenchymal stem cells, derived from 20 human induced pluripotent stem cell lines, into preosteoblasts and osteoblasts, and performed systematic RNA-seq analyses of 60 samples for differential gene expression. We noted a highly significant correlation in expression patterns and genomic proximity among transcription factor (TF) and long noncoding RNA (lncRNA) genes. We identified TF-TF regulatory networks, regulatory roles of lncRNAs on their neighboring coding genes for TFs and splicing factors, and differential splicing of TF, lncRNA, and splicing factor genes. TF-TF regulatory and gene co-expression network analyses suggested an inhibitory role of TF KLF16 in osteogenic differentiation. We demonstrate that in vitro overexpression of human KLF16 inhibits osteogenic differentiation and mineralization, and in vivo Klf16+/- mice exhibit increased bone mineral density, trabecular number, and cortical bone area. Thus, our model system highlights the regulatory complexity of osteogenic differentiation and identifies novel osteogenic genes.

11.
Biofabrication ; 16(3)2024 May 17.
Article in English | MEDLINE | ID: mdl-38701770

ABSTRACT

Ensuring the safety of parenteral drugs before injection into patients is of utmost importance. New regulations around the globe and the need to refrain from using animals however, have highlighted the need for new cell sources to be used in next-generation bioassays to detect the entire spectrum of possible contaminating pyrogens. Given the current drawbacks of the Monocyte-Activation-Test (MAT) with respect to the use of primary peripheral blood mono-nuclear cells or the use of monocytic cell lines, we here demonstrate the manufacturing of sensor monocytes/macrophages from human induced pluripotent stem cells (iMonoMac), which are fully defined and superior to current cell products. Using a modern and scalable manufacturing platform, iMonoMac showed typical macrophage-like morphology and stained positive for several Toll like receptor (TLRs) such as TLR-2, TLR-5, TLR-4. Furthermore, iMonoMac derived from the same donor were sensitive to endotoxins, non-endotoxins, and process related pyrogens at a high dynamic range and across different cellular densities. Of note, iMonoMac showed increased sensitivity and reactivity to a broad range of pyrogens, demonstrated by the detection of interleukin-6 at low concentrations of LPS and MALP-2 which could not be reached using the current MAT cell sources. To further advance the system, iMonoMac or genetically engineered iMonoMac with NF-κB-luciferase reporter cassette could reveal a specific activation response while correlating to the classical detection method employing enzyme-linked immunosorbent assay to measure cytokine secretion. Thus, we present a valuable cellular tool to assess parenteral drugs safety, facilitating the future acceptance and design of regulatory-approved bioassays.


Subject(s)
Induced Pluripotent Stem Cells , Macrophages , Pyrogens , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/metabolism , Humans , Macrophages/metabolism , Macrophages/drug effects , Macrophages/cytology , Drug Contamination , Toll-Like Receptors/metabolism , Endotoxins , Interleukin-6/metabolism , Monocytes/cytology , Monocytes/metabolism , Monocytes/drug effects , Infusions, Parenteral
12.
bioRxiv ; 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38895305

ABSTRACT

Background: Treatment strategies for Crohn's disease (CD) suppress diverse inflammatory pathways but many patients remain refractory to treatment. Autologous hematopoietic stem cell transplantation (SCT) has emerged as a therapy for medically refractory CD. SCT was developed to rescue cancer patients from myelosuppressive chemotherapy but its use for CD and other immune diseases necessitates reimagining SCT as a cellular therapy that restores appropriately responsive immune cell populations from hematopoietic progenitors in the stem cell autograft (i.e. immune "reset"). Here we present a paradigm to understand SCT as a cellular therapy for immune diseases and reveal how SCT re-establishes cellular immunity utilizing high-dimensional cellular phenotyping and functional studies of the stem cell grafts. Methods: Immunophenotyping using CyTOF, single cell RNA sequencing (scRNA-seq) and T cell receptor (TCR) sequencing was performed on peripheral blood and intestinal tissue samples from refractory CD patients who underwent SCT. The stem cell graft from these patients was analyzed using flow cytometry and functionally interrogated using a murine model for engraftment. Results: Our study revealed a remodeling of intestinal macrophages capable of supporting mucosal healing that was independently validated using multimodal studies of immune reconstitution events including CyTOF and scRNA-seq. Functional interrogation of hematopoietic stem cells (HSCs) using a xenograft model demonstrated that HSCs shape the timing of immune reconstitution, the selected reconstitution of specific cell lineages and potentially the clinical efficacy of SCT. Conclusions: These studies indicate that SCT serves as a myeloid-directed cellular therapy re-establishing homeostatic intestinal macrophages that support intestinal healing and suggest refractory CD evolves from impairment of restorative functions in myeloid cells. Furthermore, we report heterogeneity among HSCs from CD patients which may drive SCT outcomes and suggests an unrecognized impact of CD pathophysiology on HSC in the marrow niche.

13.
Nat Commun ; 15(1): 7968, 2024 Sep 11.
Article in English | MEDLINE | ID: mdl-39261481

ABSTRACT

Drug-induced gene expression profiles can identify potential mechanisms of toxicity. We focus on obtaining signatures for cardiotoxicity of FDA-approved tyrosine kinase inhibitors (TKIs) in human induced-pluripotent-stem-cell-derived cardiomyocytes, using bulk transcriptomic profiles. We use singular value decomposition to identify drug-selective patterns across cell lines obtained from multiple healthy human subjects. Cellular pathways affected by cardiotoxic TKIs include energy metabolism, contractile, and extracellular matrix dynamics. Projecting these pathways to published single cell expression profiles indicates that TKI responses can be evoked in both cardiomyocytes and fibroblasts. Integration of transcriptomic outlier analysis with whole genomic sequencing of our six cell lines enables us to correctly reidentify a genomic variant causally linked to anthracycline-induced cardiotoxicity and predict genomic variants potentially associated with TKI-induced cardiotoxicity. We conclude that mRNA expression profiles when integrated with publicly available genomic, pathway, and single cell transcriptomic datasets, provide multiscale signatures for cardiotoxicity that could be used for drug development and patient stratification.


Subject(s)
Cardiotoxicity , Gene Expression Profiling , Myocytes, Cardiac , Protein Kinase Inhibitors , Transcriptome , Humans , Myocytes, Cardiac/drug effects , Myocytes, Cardiac/metabolism , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/toxicity , Gene Expression Profiling/methods , Cardiotoxicity/genetics , Cardiotoxicity/etiology , Induced Pluripotent Stem Cells/metabolism , Induced Pluripotent Stem Cells/drug effects , Cell Line , Single-Cell Analysis/methods , Fibroblasts/drug effects , Fibroblasts/metabolism
14.
Blood ; 118(9): 2420-9, 2011 Sep 01.
Article in English | MEDLINE | ID: mdl-21652676

ABSTRACT

The role of Wnt signaling in hematopoietic stem cell fate decisions remains controversial. We elected to dysregulate Wnt signaling from the perspective of the stem cell niche by expressing the pan Wnt inhibitor, Wnt inhibitory factor 1 (Wif1), specifically in osteoblasts. Here we report that osteoblastic Wif1 overexpression disrupts stem cell quiescence, leading to a loss of self-renewal potential. Primitive stem and progenitor populations were more proliferative and elevated in bone marrow and spleen, manifesting an impaired ability to maintain a self-renewing stem cell pool. Exhaustion of the stem cell pool was apparent only in the context of systemic stress by chemotherapy or transplantation of wild-type stem cells into irradiated Wif1 hosts. Paradoxically this is mediated, at least in part, by an autocrine induction of canonical Wnt signaling in stem cells on sequestration of Wnts in the environment. Additional signaling pathways are dysregulated in this model, primarily activated Sonic Hedgehog signaling in stem cells as a result of Wif1-induced osteoblastic expression of Sonic Hedgehog. We find that dysregulation of the stem cell niche by overexpression of an individual component impacts other unanticipated regulatory pathways in a combinatorial manner, ultimately disrupting niche mediated stem cell fate decisions.


Subject(s)
Extracellular Matrix Proteins/physiology , Hematopoiesis/physiology , Hematopoietic Stem Cells/pathology , Intercellular Signaling Peptides and Proteins/physiology , Osteoblasts/metabolism , Wnt Proteins/physiology , Adaptor Proteins, Signal Transducing , Animals , Bone Marrow Transplantation , Cell Cycle , Cell Division , Cells, Cultured/metabolism , Extracellular Matrix Proteins/deficiency , Fluorouracil/pharmacology , Gene Expression Regulation, Developmental , Hedgehog Proteins/physiology , Hematopoiesis/genetics , Intercellular Signaling Peptides and Proteins/deficiency , Mice , Mice, Congenic , Mice, Transgenic , Recombinant Fusion Proteins/physiology , Signal Transduction , Stem Cell Niche , Stromal Cells/metabolism
15.
Exp Hematol ; 122: 41-54, 2023 06.
Article in English | MEDLINE | ID: mdl-37001723

ABSTRACT

The regenerative potential of human hematopoietic stem cells (HSCs) is functionally defined by their ability to provide life-long blood cell production and to repopulate myeloablated allogeneic transplant recipients. The expansion of HSC numbers is dependent not only on HSC divisions but also on a coordinated adaptation of HSCs to metabolic stress. These variables are especially critical during the ex vivo culture of HSCs with cytokine combinations, which frequently results in HSC exhaustion. We have previously reported that human CD34+ hematopoietic stem and progenitor cells (HSPCs) can be efficiently reprogrammed ex vivo and that the number of phenotypic HSCs with long-term repopulation capacity is expanded in the presence of a combination of cytokines and an epigenetic modifier. Here, we present evidence that ex vivo HSC reprogramming and maintenance is accompanied by increased transcripts of genes regulating metabolic integrity, including SIRT1 and SIRT3.


Subject(s)
Hematopoietic Stem Cell Transplantation , Hematopoietic Stem Cells , Humans , Hematopoietic Stem Cells/metabolism , Cytokines/metabolism , Antigens, CD34/metabolism , Fetal Blood , Cells, Cultured
16.
Commun Biol ; 6(1): 393, 2023 04 11.
Article in English | MEDLINE | ID: mdl-37041280

ABSTRACT

Mesenchymal stromal cells (MSCs) have great value in cell therapies. The MSC therapies have many challenges due to its inconsistent potency and limited quantity. Here, we report a strategy to generate induced MSCs (iMSCs) by directly reprogramming human peripheral blood mononuclear cells (PBMCs) with OCT4, SOX9, MYC, KLF4, and BCL-XL using a nonintegrating episomal vector system. While OCT4 was not required to reprogram PBMCs into iMSCs, omission of OCT4 significantly impaired iMSC functionality. The omission of OCT4 resulted in significantly downregulating MSC lineage specific and mesoderm-regulating genes, including SRPX, COL5A1, SOX4, SALL4, TWIST1. When reprogramming PBMCs in the absence of OCT4, 67 genes were significantly hypermethylated with reduced transcriptional expression. These data indicate that transient expression of OCT4 may serve as a universal reprogramming factor by increasing chromatin accessibility and promoting demethylation. Our findings represent an approach to produce functional MSCs, and aid in identifying putative function associated MSC markers.


Subject(s)
Leukocytes, Mononuclear , Mesenchymal Stem Cells , Humans , Cell Differentiation/genetics , Leukocytes, Mononuclear/metabolism , Plasmids , Mesenchymal Stem Cells/metabolism , Octamer Transcription Factor-3/genetics , SOXC Transcription Factors/genetics , SOXC Transcription Factors/metabolism
17.
Front Pharmacol ; 14: 1158222, 2023.
Article in English | MEDLINE | ID: mdl-37101545

ABSTRACT

Introduction: Tyrosine kinase inhibitor drugs (TKIs) are highly effective cancer drugs, yet many TKIs are associated with various forms of cardiotoxicity. The mechanisms underlying these drug-induced adverse events remain poorly understood. We studied mechanisms of TKI-induced cardiotoxicity by integrating several complementary approaches, including comprehensive transcriptomics, mechanistic mathematical modeling, and physiological assays in cultured human cardiac myocytes. Methods: Induced pluripotent stem cells (iPSCs) from two healthy donors were differentiated into cardiac myocytes (iPSC-CMs), and cells were treated with a panel of 26 FDA-approved TKIs. Drug-induced changes in gene expression were quantified using mRNA-seq, changes in gene expression were integrated into a mechanistic mathematical model of electrophysiology and contraction, and simulation results were used to predict physiological outcomes. Results: Experimental recordings of action potentials, intracellular calcium, and contraction in iPSC-CMs demonstrated that modeling predictions were accurate, with 81% of modeling predictions across the two cell lines confirmed experimentally. Surprisingly, simulations of how TKI-treated iPSC-CMs would respond to an additional arrhythmogenic insult, namely, hypokalemia, predicted dramatic differences between cell lines in how drugs affected arrhythmia susceptibility, and these predictions were confirmed experimentally. Computational analysis revealed that differences between cell lines in the upregulation or downregulation of particular ion channels could explain how TKI-treated cells responded differently to hypokalemia. Discussion: Overall, the study identifies transcriptional mechanisms underlying cardiotoxicity caused by TKIs, and illustrates a novel approach for integrating transcriptomics with mechanistic mathematical models to generate experimentally testable, individual-specific predictions of adverse event risk.

18.
Methods Mol Biol ; 2185: 267-280, 2021.
Article in English | MEDLINE | ID: mdl-33165854

ABSTRACT

Umbilical cord blood (UCB) units provide an alternative source of human hematopoietic stem cells (HSCs) for patients who require allogeneic stem cell transplantation but lack a matched donor. However, the limited number of HSCs within each UCB unit remains a major challenge for their use in regenerative medicine and HSC transplantation in adults. Efficient expansion of human HSCs in ex vivo cultures initiated with CD34+ cells isolated from UCBs can overcome this limitation. The method described here utilizes a deacetylase inhibitor, valproic acid (VPA), to rapidly expand to a high degree the numbers of functional HSCs and committed progenitors (HPCs). The expanded HSCs are capable of establishing both short-term and long-term multilineage hematopoietic reconstitution. This highly reproducible and simple protocol can be also applied to expansion of both HSCs and HPCs from different sources including the bone marrow and peripheral blood.


Subject(s)
Adult Stem Cells/metabolism , Cell Culture Techniques , Hematopoietic Stem Cells/metabolism , Valproic Acid/pharmacology , Adult Stem Cells/cytology , Cells, Cultured , Hematopoietic Stem Cells/cytology , Humans
19.
Stem Cell Reports ; 16(12): 3036-3049, 2021 12 14.
Article in English | MEDLINE | ID: mdl-34739849

ABSTRACT

A library of well-characterized human induced pluripotent stem cell (hiPSC) lines from clinically healthy human subjects could serve as a useful resource of normal controls for in vitro human development, disease modeling, genotype-phenotype association studies, and drug response evaluation. We report generation and extensive characterization of a gender-balanced, racially/ethnically diverse library of hiPSC lines from 40 clinically healthy human individuals who range in age from 22 to 61 years. The hiPSCs match the karyotype and short tandem repeat identities of their parental fibroblasts, and have a transcription profile characteristic of pluripotent stem cells. We provide whole-genome sequencing data for one hiPSC clone from each individual, genomic ancestry determination, and analysis of mendelian disease genes and risks. We document similar transcriptomic profiles, single-cell RNA-sequencing-derived cell clusters, and physiology of cardiomyocytes differentiated from multiple independent hiPSC lines. This extensive characterization makes this hiPSC library a valuable resource for many studies on human biology.


Subject(s)
Health , Induced Pluripotent Stem Cells/cytology , Adult , Calcium Signaling , Cell Differentiation , Cell Line , Clone Cells , Ethnicity , Female , Gene Expression Profiling , Gene Expression Regulation , Genetic Predisposition to Disease , Genetic Variation , Heart Atria/cytology , Heart Ventricles/cytology , Humans , Male , Middle Aged , Myocytes, Cardiac/cytology , Myocytes, Cardiac/metabolism , Risk Factors , Young Adult
20.
Stem Cells ; 27(12): 2979-91, 2009 Dec.
Article in English | MEDLINE | ID: mdl-19785031

ABSTRACT

Little is known about the molecular mechanism(s) governing differentiation decisions in embryonic stem cells (ESCs). To identify factors critical for ESC lineage formation, we carried out a functional genetic screen for factors affecting Nanog promoter activity during mESC differentiation. We report that members of the PBAF chromatin remodeling complex, including Smarca4/Brg1, Smarcb1/Baf47, Smarcc1/Baf155, and Smarce1/Baf57, are required for the repression of Nanog and other self-renewal gene expression upon mouse ESC (mESC) differentiation. Knockdown of Smarcc1 or Smarce1 suppressed loss of Nanog expression in multiple forms of differentiation. This effect occurred in the absence of self-renewal factors normally required for Nanog expression (e.g., Oct4), possibly indicating that changes in chromatin structure, rather than loss of self-renewal gene transcription per se, trigger differentiation. Consistent with this notion, mechanistic studies demonstrated that expression of Smarcc1 is necessary for heterochromatin formation and chromatin compaction during differentiation. Collectively, our data reveal that Smarcc1 plays important roles in facilitating mESCs differentiation by coupling gene repression with global and local changes in chromatin structure.


Subject(s)
Cell Differentiation , Chromatin/metabolism , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Gene Expression Regulation , Transcription Factors/metabolism , Animals , Cell Line , Chromatin/genetics , Chromosomal Proteins, Non-Histone/metabolism , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Mice , Nanog Homeobox Protein , Protein Binding , Transcription Factors/genetics
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