System-wide temporal characterization of the proteome and phosphoproteome of human embryonic stem cell differentiation

Stable isotope labelling with amino acids in cell culture for human embryonic stem cell proteomic analysis

The identification and quantitative measurements of proteins in human embryonic stem cells (hESC) is a fast growing interdisciplinary area with an enormous impact on understanding the biology of hESC and the mechanism controlling self-renewal and differentiation. Using a quantitative mass spectroscopic method of stable isotope labelling with amino acids during cell culture (SILAC), we are able to analyse differential expression of proteins from different cellular compartments and to identify intracellular signalling pathways involved in self-renewal and differentiation. In this chapter, we provide a detailed method for creating SILAC media suitable for use in hESC experiments, additionally we describe methods for the isolation of membrane fractions and cytosolic and nuclear/membrane fractions.

The where, when and how of microtubule nucleation – one ring to rule them all

The function of microtubules depends on their arrangement into highly ordered arrays. Spatio-temporal control over the formation of new microtubules and regulation of their properties are central to the organization of these arrays. The nucleation of new microtubules requires γ-tubulin, an essential protein that assembles into multi-subunit complexes and is found in all eukaryotic organisms. However, the way in which γ-tubulin complexes are regulated and how this affects nucleation and, potentially, microtubule behavior, is poorly understood. γ-tubulin has been found in complexes of various sizes but several lines of evidence suggest that only large, ring-shaped complexes function as efficient microtubule nucleators. Human γ-tubulin ring complexes (γTuRCs) are composed of γ-tubulin and the γ-tubulin complex components (GCPs) 2, 3, 4, 5 and 6, which are members of a conserved protein family. Recent work has identified additional unrelated γTuRC subunits, as well as a large number of more transient γTuRC interactors. In this Commentary, we discuss the regulation of γTuRC-dependent microtubule nucleation as a key mechanism of microtubule organization. Specifically, we focus on the regulatory roles of the γTuRC subunits and interactors and present an overview of other mechanisms that regulate γTuRC-dependent microtubule nucleation and organization.

Biological sequence motif discovery using motif-x

The Web-based motif-x program provides a simple interface to extract statistically significant motifs from large data sets, such as MS/MS post-translational modification data and groups of proteins that share a common biological function. Users upload data files and download results using common Web browsers on essentially any Web-compatible computer. Once submitted, data analyses are performed rapidly on an associated high-speed computer cluster and they produce both syntactic and image-based motif results and statistics. The protocols presented demonstrate the use of motif-x in three common user scenarios.

Phosphosite mapping of P-type plasma membrane H+-ATPase in homologous and heterologous environments

Phosphorylation is an important posttranslational modification of proteins in living cells and primarily serves regulatory purposes. Several methods were employed for isolating phosphopeptides from proteolytically digested plasma membranes of Arabidopsis thaliana. After a mass spectrometric analysis of the resulting peptides we could identify 10 different phosphorylation sites in plasma membrane H(+)-ATPases AHA1, AHA2, AHA3, and AHA4/11, five of which have not been reported before, bringing the total number of phosphosites up to 11, which is substantially higher than reported so far for any other P-type ATPase. Phosphosites were almost exclusively (9 of 10) in the terminal regulatory domains of the pumps. The AHA2 isoform was subsequently expressed in the yeast Saccharomyces cerevisiae. The plant protein was phosphorylated at multiple sites in yeast, and surprisingly, seven of nine of the phosphosites identified in AHA2 were identical in the plant and fungal systems even though none of the target sequences in AHA2 show homology to proteins of the fungal host. These findings suggest an unexpected accessibility of the terminal regulatory domain of plasma membrane H(+)-ATPase to protein kinase action.

Understanding the first steps in embryonic stem cell exit from the pluripotent state

BACKGROUND

We are interested in understanding how a given cell type, in response to external cues from its environment, makes the decision to differentiate. In the case of mouse embryonic stem cells (mESCs), the key external factor that maintains their undifferentiated state is the cytokine leukemia inhibitory factor (LIF). LIF removal causes mESCs to exit their pluripotent state and differentiate into more restricted precursors. Although LIF is known to activate multiple different phosphorylation cascades, the mechanisms by which its removal leads to mESC differentiation are not well understood.

STUDY DESIGN AND METHODS

In order to identify the molecular events that occur upon LIF removal, we developed a set of novel experimental approaches that allowed identification and quantification of global phosphorylation changes that occur when mESCs are deprived of LIF. These included growth of mESCs on permeable membranes and development of a robust and sensitive phospho-proteomics platform to quantify early signaling events.

RESULTS

In addition to the well-characterized tyrosine 705 phosphorylation of STAT3, LIF removal results in the rapid phosphorylation of multiple other proteins known to regulate the mESC self-renewal on both tyrosine, serine, and threonine residues. We hypothesize that these unique posttranslational modifications help drive the exit of mESCs from the pluripotent state.

CONCLUSIONS

Our data set the stage for future studies investigating the functional role of these phosphorylation events in mESCs. These studies were greatly facilitated by the National Blood Foundation, whose support in the crucial initiation phase of these studies was invaluable.

Targeted quantitative phosphoproteomics approach for the detection of phospho-tyrosine signaling in plants

Tyrosine (Tyr) phosphorylation plays an essential role in signaling in animal systems. However, a few studies have also reported Tyr phosphorylation in plants, but the relative contribution of tyrosine phosphorylation to plant signal transduction has remained an open question. We present an approach to selectively measure and quantify Tyr phosphorylation in plant cells, which can also be applied to whole plants. We combined a (15)N stable isotope metabolic labeling strategy with an immuno-affinity purification using phospho-tyrosine (pY) specific antibodies. This single enrichment strategy was sufficient to reproducibly identify and quantify pY containing peptides from total plant cell extract in a single LC-MS/MS run. We succeeded in identifying 149 unique pY peptides originating from 135 proteins, including a large set of different protein kinases and several receptor-like kinases. We used flagellin perception by Arabidopsis cells, a model system for pathogen triggered immune (PTI) signaling, to test our approach. We reproducibly quantified 23 pY peptides in 2 inversely labeled biological replicates identifying 11 differentially phosphorylated proteins. These include a set of 3 well-characterized flagellin responsive MAP kinases and 4 novel MAP kinases. With this targeted approach, we elucidate a new level of complexity in flagellin-induced MAP kinase activation.

The quantitative proteomes of human-induced pluripotent stem cells and embryonic stem cells

An in-depth proteomic comparison of human-induced pluripotent stem cells, and their parent fibroblast cells, with embryonic stem cells shows that the reprogramming process comprehensively remodels protein expression levels, creating cells that closely resemble natural stem cells.

We present here a large proteomic characterization of human embryonic stem cells, human-induced pluripotent stem cells and their parental fibroblasts cell lines.

Overall, 97.8% of the 2683 quantified proteins in four experiments showed no significant differences in abundance between hESC and hiPSC highlighting the high similarity of these pluripotent cell lines.

In total, 58 proteins were found significantly differentially expressed between hiPSCs and hESCs. The observed low overlap of these proteins with previous transcriptomic studies suggests that those differences do no reflect a recurrent molecular signature.

Human embryonic stem cells (hESCs) are capable of self-renewal and multi-lineage differentiation. However, the use of hESCs for clinical treatment entails ethical issues as they are derived from human embryos. Recently, reprogramming of somatic cells to an embryonic stem cell-like state, named induced pluripotent stem cells (iPSCs), was achieved through ectopic expression of defined factors. In addition to their clinical potential, hiPSCs represent a unique tool to develop cellular models for human diseases as well. Although current functional assays (e.g., tetraploid complementation) have confirmed the pluripotency of hiPSCs, there might still be significant differences (e.g., differentiation potential) when compared with their natural hESCs counterparts. Consequently, an extensive molecular characterization to address differences and similarities between these two pluripotent cell lines seems to be a prerequisite before any clinical application is conducted. Despite that great efforts, mainly at the genomic levels, have been made to address how similar hESCs and hiPSCs are, the definite answer to this fundamental question is currently still debated. Direct assessment of protein levels has yet to be incorporated into these integrative systems-level analyses. Protein levels are tuned by intricate mechanisms of gene expression regulation and it has recently been documented that mRNA and protein levels poorly correlate in mouse ESCs. Here, we use in-depth quantitative proteomics to gain insights into the differences and similarities in the protein content of two hiPS cell lines, their precursor IMR90 and 4Skin fibroblast cell lines and one hES cell line, providing novel molecular signatures that may assist in filling a gap in the understanding of pluripotency.

To study the degree of similarity, at the protein level, between hiPSCs and hESCs, four MS-based proteomic experiments were designed that use our in-house developed triplex dimethyl labeling chemistry followed by extensive fractionation by strong cation exchange (SCX) chromatography to reduce the sample complexity. High-resolution LC-MS/MS with dedicated fragmentation schemes (i.e., electron transfer dissociation, collision-induced dissociation and higher-energy collision dissociation) was subsequently used to maximize peptide identification rates. A total of 348 LC-MS/MS analyses (including technical and biological replicates) were performed. We confidently identified 1 593 446 peptide spectrum matches (peptide FDR<1%) corresponding to 10 628 unique protein groups (protein FDR∼4%). Using the extracted ion chromatograms, we also estimated the absolute abundance of the proteins within the samples spanning six orders of magnitude. To the best of our knowledge, the coverage obtained in this study represents the largest achieved by any proteomics screen on pluripotent cells.

Most importantly, our results indicate that the reprogramming process remodeled the proteome of both fibroblast cell lines to a profile that closely resembles the pluripotent hESCs proteome: 97.8% of the quantified proteins (2638 proteins in all four experiments) showed nonsignificant changes. Nevertheless, a small fraction of 58 proteins, mainly related to metabolism, antigen processing and cell adhesion, was found significantly regulated between hiPSCs and hESCs. A comparison of the regulated proteins to previously published transcriptomic studies showed a low overlap, highlighting the emerging notion that differences between both pluripotent cell lines rather reflect experimental conditions than a recurrent molecular signature. On the other side, the inclusion of the two parental fibroblast cell lines in our analysis allowed us to study changes in the proteome at both the starting and end points of the reprogramming process. As expected, the vast majority of the proteins (73.4%) showed differential expression between the parental fibroblasts and the reprogrammed pluripotent cells.

To find out if the differences observed in our study were a consequence of transcriptional or translational regulation, we performed paired genome-wide gene expression analyses on the same six samples that were used for the proteomic profiling. Overall, we observed a good correlation between mRNA and protein levels (r∼0.7). These results further authenticated the proteomic measurements and implied a high degree of control at the transcriptional level. Nevertheless, numerous genes were found uncorrelated highlighting the necessity of complementing transcriptomic-based approaches with proteomics.

Assessing relevant molecular differences between human-induced pluripotent stem cells (hiPSCs) and human embryonic stem cells (hESCs) is important, given that such differences may impact their potential therapeutic use. Controversy surrounds recent gene expression studies comparing hiPSCs and hESCs. Here, we present an in-depth quantitative mass spectrometry-based analysis of hESCs, two different hiPSCs and their precursor fibroblast cell lines. Our comparisons confirmed the high similarity of hESCs and hiPSCS at the proteome level as 97.8% of the proteins were found unchanged. Nevertheless, a small group of 58 proteins, mainly related to metabolism, antigen processing and cell adhesion, was found significantly differentially expressed between hiPSCs and hESCs. A comparison of the regulated proteins with previously published transcriptomic studies showed a low overlap, highlighting the emerging notion that differences between both pluripotent cell lines rather reflect experimental conditions than a recurrent molecular signature.

Dynamics of the G protein-coupled vasopressin V2 receptor signaling network revealed by quantitative phosphoproteomics

G protein-coupled receptors (GPCRs) regulate diverse physiological processes, and many human diseases are due to defects in GPCR signaling. To identify the dynamic response of a signaling network downstream from a prototypical G(s)-coupled GPCR, the vasopressin V2 receptor, we have carried out multireplicate, quantitative phosphoproteomics with iTRAQ labeling at four time points following vasopressin exposure at a physiological concentration in cells isolated from rat kidney. A total of 12,167 phosphopeptides were identified from 2,783 proteins, with 273 changing significantly in abundance with vasopressin. Two-dimensional clustering of phosphopeptide time courses and Gene Ontology terms revealed that ligand binding to the V2 receptor affects more than simply the canonical cyclic adenosine monophosphate-protein kinase A and arrestin pathways under physiological conditions. The regulated proteins included key components of actin cytoskeleton remodeling, cell-cell adhesion, mitogen-activated protein kinase signaling, Wnt/β-catenin signaling, and apoptosis pathways. These data suggest that vasopressin can regulate an array of cellular functions well beyond its classical role in regulating water and solute transport. These results greatly expand the current view of GPCR signaling in a physiological context and shed new light on potential roles for this signaling network in disorders such as polycystic kidney disease. Finally, we provide an online resource of physiologically regulated phosphorylation sites with dynamic quantitative data (http://helixweb.nih.gov/ESBL/Database/TiPD/index.html).

The Roles of the Paf1 Complex and Associated Histone Modifications in Regulating Gene Expression

The conserved Paf1 complex (Paf1C) carries out multiple functions during transcription by RNA polymerase (pol) II, and these functions are required for the proper expression of numerous genes in yeast and metazoans. In the elongation stage of the transcription cycle, the Paf1C associates with RNA pol II, interacts with other transcription elongation factors, and facilitates modifications to the chromatin template. At the end of elongation, the Paf1C plays an important role in the termination of RNA pol II transcripts and the recruitment of proteins required for proper RNA 3′ end formation. Significantly, defects in the Paf1C are associated with several human diseases. In this paper, we summarize current knowledge on the roles of the Paf1C in RNA pol II transcription.

Global phosphoproteome profiling reveals unanticipated networks responsive to cisplatin treatment of embryonic stem cells

Cellular responses to DNA-damaging agents involve the activation of various DNA damage signaling and transduction pathways. Using quantitative and high-resolution tandem mass spectrometry, we determined global changes in protein level and phosphorylation site profiles following treatment of SILAC (stable isotope labeling by amino acids in cell culture)-labeled murine embryonic stem cells with the anticancer drug cisplatin. Network and pathway analyses indicated that processes related to the DNA damage response and cytoskeleton organization were significantly affected. Although the ATM (ataxia telangiectasia mutated) and ATR (ATM and Rad3-related) consensus sequence (S/T-Q motif) was significantly overrepresented among hyperphosphorylated peptides, about half of the >2-fold-upregulated phosphorylation sites based on the consensus sequence were not direct substrates of ATM and ATR. Eleven protein kinases mainly belonging to the mitogen-activated protein kinase (MAPK) family were identified as being regulated in their kinase domain activation loop. The biological importance of three of these kinases (cyclin-dependent kinase 7 [CDK7], Plk1, and KPCD1) in the protection against cisplatin-induced cytotoxicity was demonstrated by small interfering RNA (siRNA)-mediated knockdown. Our results indicate that the cellular response to cisplatin involves a variety of kinases and phosphatases not only acting in the nucleus but also regulating cytoplasmic targets, resulting in extensive cytoskeletal rearrangements. Integration of transcriptomic and proteomic data revealed a poor correlation between changes in the relative levels of transcripts and their corresponding proteins, but a large overlap in affected pathways at the levels of mRNA, protein, and phosphoprotein. This study provides an integrated view of pathways activated by genotoxic stress and deciphers kinases that play a pivotal role in regulating cellular processes other than the DNA damage response.

Proteomics and pluripotency

The fields of mass spectrometry (MS) and stem cell biology have expanded greatly in the past twenty years. Taken alone, these fields occupy entirely different branches of science; however, the points where they overlap provide valuable insight, both in the biological and technical arenas. From a biological perspective, MS-based proteomics offers the capacity to follow post-transcriptional regulation and signaling that are (1) fundamental to pluripotency and differentiation, (2) largely beyond the reach of genomic technologies, and (3) otherwise difficult or impossible to examine on a large scale. At the same time, addressing questions fundamental to stem cell biology has compelled proteomic researchers to pursue more sensitive and creative ways to probe the proteome, both in a targeted and high-throughput manner. Here, we highlight experiments that straddle proteomics and stem cell biology, with an emphasis on studies that apply mass spectrometry to dissect pluripotency and differentiation.

Unbiased functional proteomics strategy for protein kinase inhibitor validation and identification of bona fide protein kinase substrates: application to identification of EEF1D as a substrate for CK2

Protein kinases have emerged as attractive targets for treatment of several diseases prompting large-scale phosphoproteomics studies to elucidate their cellular actions and the design of novel inhibitory compounds. Current limitations include extensive reliance on consensus predictions to derive kinase-substrate relationships from phosphoproteomics data and incomplete experimental validation of inhibitors. To overcome these limitations in the case of protein kinase CK2, we employed functional proteomics and chemical genetics to enable identification of physiological CK2 substrates and validation of CK2 inhibitors including TBB and derivatives. By 2D electrophoresis and mass spectrometry, we identified the translational elongation factor EEF1D as a protein exhibiting CK2 inhibitor-dependent decreases in phosphorylation in (32)P-labeled HeLa cells. Direct phosphorylation of EEF1D by CK2 was shown by performing CK2 assays with EEF1D -FLAG from HeLa cells. Dramatic increases in EEF1D phosphorylation following λ-phosphatase treatment and phospho- EEF1D antibody recognizing EEF1D pS162 indicated phosphorylation at the CK2 site in cells. Furthermore, phosphorylation of EEF1D in the presence of TBB or TBBz is restored using CK2 inhibitor-resistant mutants. Collectively, our results demonstrate that EEF1D is a bona fide physiological CK2 substrate for CK2 phosphorylation. Furthermore, this validation strategy could be adaptable to other protein kinases and readily combined with other phosphoproteomic methods.

Characterization of ubiquitination dependent dynamics in growth factor receptor signaling by quantitative proteomics

Protein ubiquitination is a dynamic reversible post-translational modification that plays a key role in the regulation of numerous cellular processes including signal transduction, endocytosis, cell cycle control, DNA repair and gene transcription. The conjugation of the small protein ubiquitin or chains of ubiquitin molecules of various types and lengths to targeted proteins is known to alter proteins' lifespan, localization and function and to modulate protein interactions. Despite its central importance in various aspects of cellular life and function there are only a limited number of reports investigating ubiquitination on a proteomic scale, mainly due to the inherited complexity and heterogeneity of ubiquitination. We describe here a quantitative proteomics strategy based on the specificity of ubiquitin binding domains (UBDs) and Stable Isotope Labeling by Amino acids in Cell culture (SILAC) for selectively decoding ubiquitination-driven processes involved in the regulation of cellular signaling networks. We applied this approach to characterize the temporal dynamics of ubiquitination events accompanying epidermal growth factor receptor (EGFR) signal transduction. We used recombinant UBDs derived from endocytic adaptor proteins for specific enrichment of ubiquitinated complexes from the EGFR network and subsequent quantitative analyses by high accuracy mass spectrometry. We show that the strategy is suitable for profiling the dynamics of ubiquitination occurring on individual proteins as well as ubiquitination-dependent events in signaling pathways. In addition to a detailed seven time-point profile of EGFR ubiquitination over 30 minutes of ligand stimulation, our data determined prominent involvement of Lysine-63 ubiquitin branching in EGF signaling. Furthermore, we found two centrosomal proteins, PCM1 and Azi1, to form a multi-protein complex with the ubiquitin E3 ligases MIB1 and WWP2 downstream of the EGFR, thereby revealing possible ubiquitination cross-talk between EGF signaling and centrosomal-dependent rearrangements of the microtubules. This is a general strategy that can be utilized to study the dynamics of other cellular systems and post-translational modifications.

Highly sensitive proteome analysis of FACS-sorted adult colon stem cells

In proteomics, multidimensional liquid chromatography combined with mass spectrometry has become a standard technique to reduce sample complexity and tackle the vast dynamic range. Such fractionation is necessary to obtain a comprehensive analysis of biological samples such as tissues and cell lines. However, extensive fractionation comes at the expense of sample losses, hampering the analysis of limited material. We previously described a highly sensitive multidimensional chromatographic strategy based on a combination of hydrophilic interaction liquid chromatography and reversed phase chromatography, which allows proteomic analysis with minimal sample losses. Here we apply this strategy to the analysis of a limited number of FACS-sorted colon stem cells extracted from mouse intestine, obtaining a proteome coverage comparable to current methods that generally require 100-fold more starting material. We propose that this alternative multidimensional chromatographic technology will find ample application such as in the analysis of distinct cellular populations obtained by laser microdissection.

Interleukin-2 signaling pathway analysis by quantitative phosphoproteomics

Interleukin-2 (IL-2) is major cytokine involved in T cell proliferation, differentiation and apoptosis. Association between IL-2 and its receptor (IL-2R), triggers activation of complex signaling cascade governed by tyrosine phosphorylation that culminates in transcription of genes involved in modulation of the immune response. The complete characterization of the IL-2 pathway is essential to understand how aberrant IL-2 signaling results in several diseases such as cancer or autoimmunity and also how IL-2 treatments affect cancer patients. To gain insights into the downstream machinery activated by IL-2, we aimed to define the global tyrosine-phosphoproteome of IL-2 pathway in human T cell line Kit225 using high resolution mass spectrometry combined with phosphotyrosine immunoprecipitation and SILAC. The molecular snapshot at 5min of IL-2 stimulation resulted in identification of 172 proteins among which 79 were found with increased abundance in the tyrosine-phosphorylated complexes, including several previously not reported IL-2 downstream effectors. Combinatorial site-specific phosphoproteomic analysis resulted in identification of 99 phosphorylated sites mapping to the identified proteins with increased abundance in the tyrosine-phosphorylated complexes, of which 34 were not previously described. In addition, chemical inhibition of the identified IL-2-mediated JAK, PI3K and MAPK signaling pathways, resulted in distinct alteration on the IL-2 dependent proliferation.

GProX, a user-friendly platform for bioinformatics analysis and visualization of quantitative proteomics data

Recent technological advances have made it possible to identify and quantify thousands of proteins in a single proteomics experiment. As a result of these developments, the analysis of data has become the bottleneck of proteomics experiment. To provide the proteomics community with a user-friendly platform for comprehensive analysis, inspection and visualization of quantitative proteomics data we developed the Graphical Proteomics Data Explorer (GProX)(1). The program requires no special bioinformatics training, as all functions of GProX are accessible within its graphical user-friendly interface which will be intuitive to most users. Basic features facilitate the uncomplicated management and organization of large data sets and complex experimental setups as well as the inspection and graphical plotting of quantitative data. These are complemented by readily available high-level analysis options such as database querying, clustering based on abundance ratios, feature enrichment tests for e.g. GO terms and pathway analysis tools. A number of plotting options for visualization of quantitative proteomics data is available and most analysis functions in GProX create customizable high quality graphical displays in both vector and bitmap formats. The generic import requirements allow data originating from essentially all mass spectrometry platforms, quantitation strategies and software to be analyzed in the program. GProX represents a powerful approach to proteomics data analysis providing proteomics experimenters with a toolbox for bioinformatics analysis of quantitative proteomics data. The program is released as open-source and can be freely downloaded from the project webpage at http://gprox.sourceforge.net.

Phosphorylation of human DNMT1: implication of cyclin-dependent kinases

DNA methylation plays a central role in the epigenetic regulation of gene expression during development and progression of cancer diseases. The inheritance of specific DNA methylation patterns are acquired in the early embryo and are specifically maintained after cellular replication via the DNA methyltransferase 1 (DNMT1). Recent studies have suggested that the enzymatic activity of DNMT1 is possibly modulated by phosphorylation of serine/threonine residues located in the N-terminal domain of the enzyme. In the present work, we report that cyclin-dependent kinases (CDKs) 1, 2 and 5 can phosphorylate Ser154 of human DNMT1 in vitro. Further evidence of phosphorylation of endogenous DNMT1 at position 154 by CDKs is also found in 293 cells treated with roscovitine, a specific inhibitor of CDK1, 2 and 5. To determine the importance of Ser154 phosphorylation, a mutant of DNMT1 encoding a single-point mutation at position 154 (S154A) was generated. This mutation induced a severe loss of enzymatic activity when compared to wild type DNMT1. Moreover, after treatment with 5-Aza-2'-Deoxycytidine (5-aza-dC), a faster decline in DNMT1 protein level was observed for HEK-293 cells expressing DNMT1(S154A) as compared to cells expressing wild type DNMT1. Our data suggest that phosphorylation of DNMT1 at Ser154 by CDKs is important for enzymatic activity and protein stability of DNMT1. Considering that tumour-associated cell cycle defects are often mediated by alterations in CDK activity, our results suggest that dysregulation of cell cycle via CDKs could induce abnormal phosphorylation of DNMT1 and lead to DNA hypermethylation often observed in cancer cells.