Normalization of human RNA-seq experiments using chimpanzee RNA as a spike-in standard.
Normalization of human RNA-seq experiments employing chimpanzee RNA as a spike-in standard is reported. Human and chimpanzee RNAs exhibit single nucleotide variations (SNVs) in average 210-bp intervals. Spike-in chimpanzee RNA would behave the same as the human counterparts during the whole NGS procedures owing to the high sequence similarity. After discrimination of species origins of the NGS reads based on SNVs,the chimpanzee reads were used to read-by-read normalize biases and variations of human reads. By this approach,as many as 10,119 transcripts were simultaneously normalized for the entire NGS procedures leading to accurate and reproducible quantification of differential gene expression. In addition,incomparable data sets from different in-process degradations or from different library preparation methods were made well comparable by the normalization. Based on these results,we expect that the normalization approaches using near neighbor genomes as internal standards could be employed as a standard protocol,which will improve both accuracy and comparability of NGS results across different sample batches,laboratories and NGS platforms.
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Chan LY-T et al. (FEB 2012)
Tissue Engineering Part C: Methods 19 2 120914060918004
Normalized Median Fluorescence: An Alternative Flow Cytometry Analysis Method for Tracking Human Embryonic Stem Cell States During Differentiation
Human embryonic stem cells (hESCs) are a promising cell source for tissue engineering and regenerative medicine,but before they can be used in therapies,we must be able to accurately identify the state and progeny of hESCs. One of the most commonly used methods for identification is flow cytometry. Many flow cytometry applications use antibodies to detect the amount of antigen present on/in a cell. This allows for the identification of unique cell populations or the tracking of expression changes within a population during differentiation. The results are typically presented as a percentage of positively expressing cells (%Pos) for a marker of choice,relative to a negative control. However,this reporting term is vulnerable to distortion from outliers and inaccuracy from loss of information about the population's fluorescence intensity. In this article,we describe an alternate strategy that uses the normalized median fluorescence intensity (nMFI),in which the MFI of the stained sample is normalized to the MFI of the negative control,as the reporting term to more accurately describe a population of cells in culture. We observed that nMFI provides a more accurate representation for the quality of a starting population and comparing data of different experimental runs. In addition,we demonstrated that the nMFI is a more sensitive measure of pluripotent and differentiation markers expression changes during hESC differentiation into three germ layer lineages.
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Ichida JK et al. (AUG 2014)
Nature chemical biology 10 8 632--9
Notch inhibition allows oncogene-independent generation of iPS cells.
The reprogramming of somatic cells to pluripotency using defined transcription factors holds great promise for biomedicine. However,human reprogramming remains inefficient and relies either on the use of the potentially dangerous oncogenes KLF4 and CMYC or the genetic inhibition of the tumor suppressor gene p53. We hypothesized that inhibition of signal transduction pathways that promote differentiation of the target somatic cells during development might relieve the requirement for non-core pluripotency factors during induced pluripotent stem cell (iPSC) reprogramming. Here,we show that inhibition of Notch greatly improves the efficiency of iPSC generation from mouse and human keratinocytes by suppressing p21 in a p53-independent manner and thereby enriching for undifferentiated cells capable of long-term self-renewal. Pharmacological inhibition of Notch enabled routine production of human iPSCs without KLF4 and CMYC while leaving p53 activity intact. Thus,restricting the development of somatic cells by altering intercellular communication enables the production of safer human iPSCs.
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Kwon C et al. (OCT 2011)
Nature cell biology 13 10 1244--51
Notch post-translationally regulates β-catenin protein in stem and progenitor cells.
Cellular decisions of self-renewal or differentiation arise from integration and reciprocal titration of numerous regulatory networks. Notch and Wnt/β-catenin signalling often intersect in stem and progenitor cells and regulate each other transcriptionally. The biological outcome of signalling through each pathway often depends on the context and timing as cells progress through stages of differentiation. Here,we show that membrane-bound Notch physically associates with unphosphorylated (active) β-catenin in stem and colon cancer cells and negatively regulates post-translational accumulation of active β-catenin protein. Notch-dependent regulation of β-catenin protein did not require ligand-dependent membrane cleavage of Notch or the glycogen synthase kinase-3β-dependent activity of the β-catenin destruction complex. It did,however,require the endocytic adaptor protein Numb and lysosomal activity. This study reveals a previously unrecognized function of Notch in negatively titrating active β-catenin protein levels in stem and progenitor cells.
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Tadeu AMB and Horsley V (SEP 2013)
Development (Cambridge,England) 140 18 3777--86
Notch signaling represses p63 expression in the developing surface ectoderm.
The development of the mature epidermis requires a coordinated sequence of signaling events and transcriptional changes to specify surface ectodermal progenitor cells to the keratinocyte lineage. The initial events that specify epidermal keratinocytes from ectodermal progenitor cells are not well understood. Here,we use both developing mouse embryos and human embryonic stem cells (hESCs) to explore the mechanisms that direct keratinocyte fate from ectodermal progenitor cells. We show that both hESCs and murine embryos express p63 before keratin 14. Furthermore,we find that Notch signaling is activated before p63 expression in ectodermal progenitor cells. Inhibition of Notch signaling pharmacologically or genetically reveals a negative regulatory role for Notch signaling in p63 expression during ectodermal specification in hESCs or mouse embryos,respectively. Taken together,these data reveal a role for Notch signaling in the molecular control of ectodermal progenitor cell specification to the epidermal keratinocyte lineage.
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Stylianou J et al. ( 2006)
Cytotherapy 8 1 57--61
Novel cryoprotectant significantly improves the post-thaw recovery and quality of HSC from CB.
BACKGROUND Hematopoietic stem cells (HSC) have traditionally been frozen using the cryoprotectant DMSO in dextran-40,saline or albumin. However,the process of freezing and thawing results in loss of HSC numbers and/or function. METHODS This study investigated the use of CryoStor for the freezing of HSC from cord blood (CB). CB donations (n = 30) were collected under an Institutional Ethics Committee-approved protocol,volume reduced and frozen using three different methods of cryoprotection. Aliquots were frozen with either 10% DMSO in dextran-40,10% DMSO in CryoStor or 5% DMSO in CryoStor. Prior to freezing samples were separated for nucleated cell (NC) and CD34+ counts and assessment of CD34+ viability. Aliquots were frozen and kept in vapor phase nitrogen for a minimum of 72 h. Vials were rapidly thawed at 37 degrees C and tested for NC and CD34+ counts and CD34+ viability and colony-forming unit (CFU) assay. RESULTS Cells frozen with CryoStor in 10% DMSO had significantly improved NC (P < 0.001),CD34+ recovery,viable CD34+ (P < 0.001) and CFU numbers (P < 0.001) compared with dextran in 10% DMSO. CryoStor in 5% DMSO resulted in significantly improved NC (P < 0.001) and CFU (P < 0.001). DISCUSSION These results suggest that improved HSC recovery,viability and functionality can be obtained using CryoStor with 10% DMSO and that similar if not better numbers can be obtained with 5% DMSO compared with dextran-40 with 10% DMSO.
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CRISPR/Cas enhanced correction of the sickle cell disease (SCD) genetic defect in patient-specific induced Pluripotent Stem Cells (iPSCs) provides a potential gene therapy for this debilitating disease. An advantage of this approach is that corrected iPSCs that are free of off-target modifications can be identified before differentiating the cells into hematopoietic progenitors for transplantation. In order for this approach to be practical,iPSC generation must be rapid and efficient. Therefore,we developed a novel helper-dependent adenovirus/Epstein-Barr virus (HDAd/EBV) hybrid reprogramming vector,rCLAE-R6,that delivers six reprogramming factors episomally. HDAd/EBV transduction of keratinocytes from SCD patients resulted in footprint-free iPSCs with high efficiency. Subsequently,the sickle mutation was corrected by delivering CRISPR/Cas9 with adenovirus followed by nucleoporation with a 70 nt single-stranded oligodeoxynucleotide (ssODN) correction template. Correction efficiencies of up to 67.9% ($$(A)/[$$(S)+$$(A)]) were obtained. Whole-genome sequencing (WGS) of corrected iPSC lines demonstrated no CRISPR/Cas modifications in 1467 potential off-target sites and no modifications in tumor suppressor genes or other genes associated with pathologies. These results demonstrate that adenoviral delivery of reprogramming factors and CRISPR/Cas provides a rapid and efficient method of deriving gene-corrected,patient-specific iPSCs for therapeutic applications.
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Elling C et al. (MAR 2011)
Blood 117 10 2935--43
Novel imatinib-sensitive PDGFRA-activating point mutations in hypereosinophilic syndrome induce growth factor independence and leukemia-like disease.
The FIP1L1-PDGFRA fusion is seen in a fraction of cases with a presumptive diagnosis of hypereosinophilic syndrome (HES). However,because most HES patients lack FIP1L1-PDGFRA,we studied whether they harbor activating mutations of the PDGFRA gene. Sequencing of 87 FIP1L1-PDGFRA-negative HES patients revealed several novel PDGFRA point mutations (R481G,L507P,I562M,H570R,H650Q,N659S,L705P,R748G,and Y849S). When cloned into 32D cells,N659S and Y849S and-on selection for high expressors-also H650Q and R748G mutants induced growth factor-independent proliferation,clonogenic growth,and constitutive phosphorylation of PDGFRA and Stat5. Imatinib antagonized Stat5 phosphorylation. Mutations involving positions 659 and 849 had been shown previously to possess transforming potential in gastrointestinal stromal tumors. Because H650Q and R748G mutants possessed only weak transforming activity,we injected 32D cells harboring these mutants or FIP1L1-PDGFRA into mice and found that they induced a leukemia-like disease. Oral imatinib treatment significantly decreased leukemic growth in vivo and prolonged survival. In conclusion,our data provide evidence that imatinib-sensitive PDGFRA point mutations play an important role in the pathogenesis of HES and we propose that more research should be performed to further define the frequency and treatment response of PDGFRA mutations in FIP1L1-PDGFRA-negative HES patients.
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Goodman ML et al. (JUL 2008)
Stem cells and development 18 1 195--200
Novel method of murine embryonic stem cell-derived osteoclast development.
Murine embryonic stem (mES) cells are self-renewing pluripotent cells that bear the capacity to differentiate into ectoderm-,endoderm-,and mesoderm-derived tissues. In suspension culture,embryonic stem (ES) cells grow into spherical embryoid bodies (EBs) and are useful for the study of specific gene products in the development and function of various tissue types. Osteoclasts are hematopoietic stem cell-derived cells that participate in bone turnover by secreting resorptive molecules such as hydrochloric acid and acidic proteases,which degrade the bone extracellular matrix. Aberrant osteoclast function leads to dysplastic,erosive,and sclerosing bone diseases. Previous studies have reported the derivation of osteoclasts from mES cells; however,most of these protocols require coculture with stromal cell lines. We describe two simplified,novel methods of stromal cell-independent ES cell-derived osteoclast development.
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Wu C et al. (MAY 2016)
Mol Cell Biol 36 14 1977--1987
Novel microRNA regulators of atrial natriuretic peptide production.
Atrial natriuretic peptide (ANP) has a central role in regulating blood pressure in humans. Recently,microRNA-425 (miR-425) was found to regulate ANP production by binding to the mRNA of NPPA,the gene encoding ANP. mRNAs typically contain multiple predicted microRNA (miRNA)-binding sites,and binding of different miRNAs may independently or coordinately regulate the expression of any given mRNA. We used a multifaceted screening strategy that integrates bioinformatics,next-generation sequencing data,human genetic association data,and cellular models to identify additional functional NPPA-targeting miRNAs. Two novel miRNAs,miR-155 and miR-105,were found to modulate ANP production in human cardiomyocytes and target genetic variants whose minor alleles are associated with higher human plasma ANP levels. Both miR-155 and miR-105 repressed NPPA mRNA in an allele-specific manner,with the minor allele of each respective variant conferring resistance to the miRNA either by disruption of miRNA base pairing or creation of wobble base pairing. Moreover,miR-155 enhanced the repressive effects of miR-425 on ANP production in human cardiomyocytes. Our study combines computational,genomic,and cellular tools to identify novel miRNA regulators of ANP production that could be targeted to raise ANP levels,which may have applications for the treatment of hypertension or heart failure.
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Barbaric I et al. (SEP 2010)
Stem Cell Research 5 2 104--19
Novel regulators of stem cell fates identified by a multivariate phenotype screen of small compounds on human embryonic stem cell colonies.
Understanding the complex mechanisms that govern the fate decisions of human embryonic stem cells (hESCs) is fundamental to their use in cell replacement therapies. The progress of dissecting these mechanisms will be facilitated by the availability of robust high-throughput screening assays on hESCs. In this study,we report an image-based high-content assay for detecting compounds that affect hESC survival or pluripotency. Our assay was designed to detect changes in the phenotype of hESC colonies by quantifying multiple parameters,including the number of cells in a colony,colony area and shape,intensity of nuclear staining,and the percentage of cells in the colony that express a marker of pluripotency (TRA-1-60),as well as the number of colonies per well. We used this assay to screen 1040 compounds from two commercial compound libraries,and identified 17 that promoted differentiation,as well as 5 that promoted survival of hESCs. Among the novel small compounds we identified with activity on hESC are several steroids that promote hESC differentiation and the antihypertensive drug,pinacidil,which affects hESC survival. The analysis of overlapping targets of pinacidil and the other survival compounds revealed that activity of PRK2,ROCK,MNK1,RSK1,and MSK1 kinases may contribute to the survival of hESCs.
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Sano M et al. ( 2016)
PloS one 11 10 e0164720
Novel Strategy to Control Transgene Expression Mediated by a Sendai Virus-Based Vector Using a Nonstructural C Protein and Endogenous MicroRNAs.
Tissue-specific control of gene expression is an invaluable tool for studying various biological processes and medical applications. Efficient regulatory systems have been utilized to control transgene expression in various types of DNA viral or integrating viral vectors. However,existing regulatory systems are difficult to transfer into negative-strand RNA virus vector platforms because of significant differences in their transcriptional machineries. In this study,we developed a novel strategy for regulating transgene expression mediated by a cytoplasmic RNA vector based on a replication-defective and persistent Sendai virus (SeVdp). Because of the capacity of Sendai virus (SeV) nonstructural C proteins to specifically inhibit viral RNA synthesis,overexpression of C protein significantly reduced transgene expression mediated by SeVdp vectors. We found that SeV C overexpression concomitantly reduced SeVdp mRNA levels and genomic RNA synthesis. To control C expression,target sequences for an endogenous microRNA were incorporated into the 3' untranslated region of the C genes. Incorporation of target sequences for miR-21 into the SeVdp vector restored transgene expression in HeLa cells by decreasing C expression. Furthermore,the SeVdp vector containing target sequences for let-7a enabled cell-specific control of transgene expression in human fibroblasts and induced pluripotent stem cells. Our findings demonstrate that SeV C can be used as an effective regulator for controlling transgene expression. This strategy will contribute to efficient and less toxic SeVdp-mediated gene transfer in various biological applications.
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