Fully automated decomposition of Raman spectra into individual Pearson's type VII distributions applied to biological and biomedical samples.
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.
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Barnea-Cramer AO et al. (JUL 2016)
Scientific reports 6 29784
Function of human pluripotent stem cell-derived photoreceptor progenitors in blind mice.
Photoreceptor degeneration due to retinitis pigmentosa (RP) is a primary cause of inherited retinal blindness. Photoreceptor cell-replacement may hold the potential for repair in a completely degenerate retina by reinstating light sensitive cells to form connections that relay information to downstream retinal layers. This study assessed the therapeutic potential of photoreceptor progenitors derived from human embryonic and induced pluripotent stem cells (ESCs and iPSCs) using a protocol that is suitable for future clinical trials. ESCs and iPSCs were cultured in four specific stages under defined conditions,resulting in generation of a near-homogeneous population of photoreceptor-like progenitors. Following transplantation into mice with end-stage retinal degeneration,these cells differentiated into photoreceptors and formed a cell layer connected with host retinal neurons. Visual function was partially restored in treated animals,as evidenced by two visual behavioral tests. Furthermore,the magnitude of functional improvement was positively correlated with the number of engrafted cells. Similar efficacy was observed using either ESCs or iPSCs as source material. These data validate the potential of human pluripotent stem cells for photoreceptor replacement therapies aimed at photoreceptor regeneration in retinal disease.
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Schubbert S et al. (JUL 2005)
Blood 106 1 311--7
Functional analysis of leukemia-associated PTPN11 mutations in primary hematopoietic cells.
PTPN11 encodes the protein tyrosine phosphatase SHP-2,which relays signals from growth factor receptors to Ras and other effectors. Germline PTPN11 mutations underlie about 50% of Noonan syndrome (NS),a developmental disorder that is associated with an elevated risk of juvenile myelomonocytic leukemia (JMML). Somatic PTPN11 mutations were recently identified in about 35% of patients with JMML; these mutations introduce amino acid substitutions that are largely distinct from those found in NS. We assessed the functional consequences of leukemia-associated PTPN11 mutations in murine hematopoietic cells. Expressing an E76K SHP-2 protein induced a hypersensitive pattern of granulocyte-macrophage colony-forming unit (CFU-GM) colony growth in response to granulocyte-macrophage colony-stimulating factor (GM-CSF) and interleukin 3 (IL-3) that was dependent on SHP-2 catalytic activity. E76K SHP-2 expression also enhanced the growth of immature progenitor cells with high replating potential,perturbed erythroid growth,and impaired normal differentiation in liquid cultures. In addition,leukemia-associated SHP-2 mutations conferred a stronger phenotype than a germline mutation found in patients with NS. Mutant SHP-2 proteins induce aberrant growth in multiple hematopoietic compartments,which supports a primary role of hyperactive Ras in the pathogenesis of JMML.
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Chung S-KK et al. (JUL 2014)
Protein and Cell 5 7 544--551
Functional analysis of the acetylation of human p53 in DNA damage responses
As a critical tumor suppressor,p53 is inactivated in human cancer cells by somatic gene mutation or disruption of pathways required for its activation. Therefore,it is critical to elucidate the mechanism underlying p53 activation after genotoxic and cellular stresses. Accumulating evidence has indicated the importance of posttranslational modifications such as acetylation in regulating p53 stability and activity. However,the physiological roles of the eight identified acetylation events in regulating p53 responses remain to be fully understood. By employing homologous recombination,we introduced various combinations of missense mutations (lysine to arginine) into eight acetylation sites of the endogenous p53 gene in human embryonic stem cells (hESCs). By determining the p53 responses to DNA damage in the p53 knock-in mutant hESCs and their derivatives,we demonstrate physiological importance of the acetylation events within the core domain (K120 and K164) and at the C-terminus (K370/372/373/381/382/386) in regulating human p53 responses to DNA damage.
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Tan BL et al. (MAR 2003)
The Journal of biological chemistry 278 13 11686--95
Functional and biochemical consequences of abrogating the activation of multiple diverse early signaling pathways in Kit. Role for Src kinase pathway in Kit-induced cooperation with erythropoietin receptor.
Kit receptor tyrosine kinase and erythropoietin receptor (Epo-R) cooperate in regulating blood cell development. Mice that lack the expression of Kit or Epo-R die in utero of severe anemia. Stimulation of Kit by its ligand,stem cell factor activates several distinct early signaling pathways,including phospholipase C gamma,phosphatidylinositol 3-kinase,Src kinase,Grb2,and Grb7. The role of these pathways in Kit-induced growth,proliferation,or cooperation with Epo-R is not known. We demonstrate that inactivation of any one of these early signaling pathways in Kit significantly impairs growth and proliferation. However,inactivation of the Src pathway demonstrated the most profound defect. Combined stimulation with Epo also resulted in impaired cooperation between Src-defective Kit mutant and Epo-R and,to a lesser extent,with Kit mutants defective in the activation of phosphatidylinositol 3-kinase or Grb2. The impaired cooperation between the Src-defective Kit mutant and Epo-R was associated with reduced transphosphorylation of Epo-R and expression of c-Myc. Remarkably,restoration of only the Src pathway in a Kit receptor defective in the activation of all early signaling pathways demonstrated a 50% correction in proliferation in response to Kit stimulation and completely restored the cooperation with Epo-R. These data demonstrate an essential role for Src pathway in regulating growth,proliferation,and cooperation with Epo-R downstream from Kit.
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Balakrishnan SK et al. (AUG 2012)
PLoS ONE 7 8 e42424
Functional and molecular characterization of the role of CTCF in human embryonic stem cell biology.
The CCCTC-binding factor CTCF is the only known vertebrate insulator protein and has been shown to regulate important developmental processes such as imprinting,X-chromosome inactivation and genomic architecture. In this study,we examined the role of CTCF in human embryonic stem cell (hESC) biology. We demonstrate that CTCF associates with several important pluripotency genes,including NANOG,SOX2,cMYC and LIN28 and is critical for hESC proliferation. CTCF depletion impacts expression of pluripotency genes and accelerates loss of pluripotency upon BMP4 induced differentiation,but does not result in spontaneous differentiation. We find that CTCF associates with the distal ends and internal sites of the co-regulated 160 kb NANOG-DPPA3-GDF3 locus. Each of these sites can function as a CTCF-dependent enhancer-blocking insulator in heterologous assays. In hESCs,CTCF exists in multisubunit protein complexes and can be poly(ADP)ribosylated. Known CTCF cofactors,such as Cohesin,differentially co-localize in the vicinity of specific CTCF binding sites within the NANOG locus. Importantly,the association of some cofactors and protein PARlation selectively changes upon differentiation although CTCF binding remains constant. Understanding how unique cofactors may impart specialized functions to CTCF at specific genomic locations will further illuminate its role in stem cell biology.
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Li Z et al. (JAN 2009)
PLoS ONE 4 12 e8443
Functional and transcriptional characterization of human embryonic stem cell-derived endothelial cells for treatment of myocardial infarction
BACKGROUND: Differentiation of human embryonic stem cells into endothelial cells (hESC-ECs) has the potential to provide an unlimited source of cells for novel transplantation therapies of ischemic diseases by supporting angiogenesis and vasculogenesis. However,the endothelial differentiation efficiency of the conventional embryoid body (EB) method is low while the 2-dimensional method of co-culturing with mouse embryonic fibroblasts (MEFs) require animal product,both of which can limit the future clinical application of hESC-ECs. Moreover,to fully understand the beneficial effects of stem cell therapy,investigators must be able to track the functional biology and physiology of transplanted cells in living subjects over time. METHODOLOGY: In this study,we developed an extracellular matrix (ECM) culture system for increasing endothelial differentiation and free from contaminating animal cells. We investigated the transcriptional changes that occur during endothelial differentiation of hESCs using whole genome microarray,and compared to human umbilical vein endothelial cells (HUVECs). We also showed functional vascular formation by hESC-ECs in a mouse dorsal window model. Moreover,our study is the first so far to transplant hESC-ECs in a myocardial infarction model and monitor cell fate using molecular imaging methods. CONCLUSION: Taken together,we report a more efficient method for derivation of hESC-ECs that express appropriate patterns of endothelial genes,form functional vessels in vivo,and improve cardiac function. These studies suggest that hESC-ECs may provide a novel therapy for ischemic heart disease in the future.
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O'Connor MD et al. (JAN 2011)
Methods in molecular biology (Clifton,N.J.) 690 67--80
Functional assays for human embryonic stem cell pluripotency.
Realizing the potential that human embryonic stem cells (hESCs) hold,both for the advancement of biomedical science and the development of new treatments for many human disorders,will be greatly facilitated by the introduction of standardized methods for assessing and altering the biological properties of these cells. The 7-day in vitro alkaline phosphatase colony-forming cell (AP(+)-CFC) assay currently offers the most sensitive and specific method to quantify the frequency of undifferentiated cells present in a culture. In this regard,it is superior to any phenotypic assessment protocol. The AP(+)-CFC assay,thus,provides a valuable tool for monitoring the quality of hESC cultures,and also for evaluating quantitative changes in pluripotent cell numbers following manipulations that may affect the self-renewal and differentiation properties of the treated cells. Two other methods routinely used to evaluate hESC pluripotency involve either culturing the cells under conditions that promote the formation of nonadherent differentiating cell aggregates (termed embryoid bodies),or transplanting the cells into immunodeficient mice to obtain teratomas containing differentiated cells representative of endoderm,mesoderm,and ectoderm lineages.
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Li Z et al. (OCT 2011)
Stem cells and development 20 10 1701--10
Functional characterization and expression profiling of human induced pluripotent stem cell- and embryonic stem cell-derived endothelial cells.
With regard to human induced pluripotent stem cells (hiPSCs),in which adult cells are reprogrammed into embryonic-like cells using defined factors,their functional and transcriptional expression pattern during endothelial differentiation has yet to be characterized. In this study,hiPSCs and human embryonic stem cells (hESCs) were differentiated using the embryoid body method,and CD31(+) cells were sorted. Fluorescence activated cell sorting analysis of hiPSC-derived endothelial cells (hiPSC-ECs) and hESC-derived endothelial cells (hESC-ECs) demonstrated similar endothelial gene expression patterns. We showed functional vascular formation by hiPSC-ECs in a mouse Matrigel plug model. We compared the gene profiles of hiPSCs,hESCs,hiPSC-ECs,hESC-ECs,and human umbilical vein endothelial cells (HUVECs) using whole genome microarray. Our analysis demonstrates that gene expression variation of hiPSC-ECs and hESC-ECs contributes significantly to biological differences between hiPSC-ECs and hESC-ECs as well as to the distances" among hiPSCs�
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Cho SK et al. (AUG 1999)
Proceedings of the National Academy of Sciences of the United States of America 96 17 9797--802
Functional characterization of B lymphocytes generated in vitro from embryonic stem cells.
To study molecular events involved in B lymphocyte development and V(D)J rearrangement,we have established an efficient system for the differentiation of embryonic stem (ES) cells into mature Ig-secreting B lymphocytes. Here,we show that B lineage cells generated in vitro from ES cells are functionally analogous to normal fetal liver-derived or bone marrow-derived B lineage cells at three important developmental stages: first,they respond to Flt-3 ligand during an early lymphopoietic progenitor stage; second,they become targets for Abelson murine leukemia virus (A-MuLV) infection at a pre-B cell stage; third,they secrete Ig upon stimulation with lipopolysaccharide at a mature mitogen-responsive stage. Moreover,the ES cell-derived A-MuLV-transformed pre-B (EAB) cells are phenotypically and functionally indistinguishable from standard A-MuLV-transformed pre-B cells derived from infection of mouse fetal liver or bone marrow. Notably,EAB cells possess functional V(D)J recombinase activity. In particular,the generation of A-MuLV transformants from ES cells will provide an advantageous system to investigate genetic modifications that will help to elucidate molecular mechanisms in V(D)J recombination and in A-MuLV-mediated transformation.
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