SILAC Research Articles

Proteomes, Their Compositions and Their Sources.

Biological samples of human and animal origin are utilized in research for many purposes and in a variety of scientific fields, including mass spectrometry-based proteomics. Various types of samples, including organs, tissues, cells, body fluids such as blood, plasma, cerebrospinal fluid, saliva and semen, can be collected from humans or animals and processed for proteomics analysis. Depending on the physiological state and sample origin, collected samples are used in research and diagnostics for different purposes. In mass spectrometry-based proteomics, body fluids and tissues are commonly used in discovery experiments to search for specific protein markers that can distinguish physiological from pathophysiological states, which in turn offer new diagnosis strategies and help developing new drugs to prevent disease more efficiently. Cell lines in combination with technologies such as Stable Isotope Labeling by Amino Acids in Cell Culture (SILAC) have broader application and are used frequently to investigate the mechanism of a disease or to investigate for the mechanism of a drug function. All of these are important components for defining the mechanisms of disease, discovering new pharmaceutical treatments and finally testing side effects of newly discovered drugs.

Quantitative Proteomics Analysis of Leukemia Cells.

Chronic myeloid leukemia (CML) is driven by the oncogenic fusion kinase Bcr-Abl, which organizes its own signaling network with various proteins. These proteins, their interactions, and their role in relevant signaling pathways can be analyzed by quantitative mass spectrometry (MS) approaches in various models systems, e.g., in cell culture models. In this chapter, we describe in detail immunoprecipitations and quantitative proteomics analysis using stable isotope labeling by amino acids in cell culture (SILAC) of components of the Bcr-Abl signaling pathway in the human CML cell line K562.

Proteomic Characterization of Exosomes from HIV-1-Infected Cells.

Proteomics has increasingly become an invaluable tool to characterize proteomes from various subcellular compartments. Here, we describe a quantitative proteomics method using the technique of Stable Isotope Labeling by Amino acids in Cell culture (SILAC) to analyze the effects of HIV infection on host exosomal proteomes. The procedure, described below, involves differential isotope labeling of cells, exosome purification, mass spectrometric quantification, and various bioinformatic analyses/verifications. Although this chapter focuses on analyzing the effects of HIV-1 infection on the exosomal proteome, the protocol can easily be adapted to other subcellular compartments under different stress conditions.

Differential Proteomic Analysis of Human Placenta-Derived Mesenchymal Stem Cells Cultured on Normal Tissue Culture Surface and Hyaluronan-Coated Surface.

Our previous results showed that hyaluronan (HA) preserved human placenta-derived mesenchymal stem cells (PDMSC) in a slow cell cycling mode similar to quiescence, the pristine state of stem cells in vivo, and HA was found to prevent murine adipose-derived mesenchymal stem cells from senescence. Here, stable isotope labeling by amino acid in cell culture (SILAC) proteomic profiling was used to evaluate the effects of HA on aging phenomenon in stem cells, comparing (1) old and young passage PDMSC cultured on normal tissue culture surface (TCS); (2) old passage on HA-coated surface (CHA) compared to TCS; (3) old and young passage on CHA. The results indicated that senescence-associated protein transgelin (TAGLN) was upregulated in old TCS. Protein CYR61, reportedly senescence-related, was downregulated in old CHA compared to old TCS. The SIRT1-interacting Nicotinamide phosphoribosyltransferase (NAMPT) increased by 2.23-fold in old CHA compared to old TCS, and is 0.48-fold lower in old TCS compared to young TCS. Results also indicated that components of endoplasmic reticulum associated degradation (ERAD) pathway were upregulated in old CHA compared to old TCS cells, potentially for overcoming stress to maintain cell function and suppress senescence. Our data points to pathways that may be targeted by HA to maintain stem cells youth.

Phosphoproteomic Profiling Reveals Epstein-Barr Virus Protein Kinase Integration of DNA Damage Response and Mitotic Signaling

Epstein-Barr virus (EBV) is etiologically linked to infectious mononucleosis and several human cancers. EBV encodes a conserved protein kinase BGLF4 that plays a key role in the viral life cycle. To provide new insight into the host proteins regulated by BGLF4, we utilized stable isotope labeling by amino acids in cell culture (SILAC)-based quantitative proteomics to compare site-specific phosphorylation in BGLF4-expressing Akata B cells. Our analysis revealed BGLF4-mediated hyperphosphorylation of 3,046 unique sites corresponding to 1,328 proteins. Frequency analysis of these phosphosites revealed a proline-rich motif signature downstream of BGLF4, indicating a broader substrate recognition for BGLF4 than its cellular ortholog cyclin-dependent kinase 1 (CDK1). Further, motif analysis of the hyperphosphorylated sites revealed enrichment in ATM, ATR and Aurora kinase substrates while functional analyses revealed significant enrichment of pathways related to the DNA damage response (DDR), mitosis and cell cycle. Phosphorylation of proteins associated with the mitotic spindle assembly checkpoint (SAC) indicated checkpoint activation, an event that inactivates the anaphase promoting complex/cyclosome, APC/C. Furthermore, we demonstrated that BGLF4 binds to and directly phosphorylates the key cellular proteins PP1, MPS1 and CDC20 that lie upstream of SAC activation and APC/C inhibition. Consistent with APC/C inactivation, we found that BGLF4 stabilizes the expression of many known APC/C substrates. We also noted hyperphosphorylation of 22 proteins associated the nuclear pore complex, which may contribute to nuclear pore disassembly and SAC activation. A drug that inhibits mitotic checkpoint activation also suppressed the accumulation of extracellular EBV virus. Taken together, our data reveal that, in addition to the DDR, manipulation of mitotic kinase signaling and SAC activation are mechanisms associated with lytic EBV replication. All MS data have been deposited in the ProteomeXchange with identifier PXD002411 (http://proteomecentral.proteomexchange.org/dataset/PXD002411).

Proteomics Quality Control: Quality Control Software for MaxQuant Results.

Mass spectrometry-based proteomics coupled to liquid chromatography has matured into an automatized, high-throughput technology, producing data on the scale of multiple gigabytes per instrument per day. Consequently, an automated quality control (QC) and quality analysis (QA) capable of detecting measurement bias, verifying consistency, and avoiding propagation of error is paramount for instrument operators and scientists in charge of downstream analysis. We have developed an R-based QC pipeline called Proteomics Quality Control (PTXQC) for bottom-up LC-MS data generated by the MaxQuant software pipeline. PTXQC creates a QC report containing a comprehensive and powerful set of QC metrics, augmented with automated scoring functions. The automated scores are collated to create an overview heatmap at the beginning of the report, giving valuable guidance also to nonspecialists. Our software supports a wide range of experimental designs, including stable isotope labeling by amino acids in cell culture (SILAC), tandem mass tags (TMT), and label-free data. Furthermore, we introduce new metrics to score MaxQuant's Match-between-runs (MBR) functionality by which peptide identifications can be transferred across Raw files based on accurate retention time and m/z. Last but not least, PTXQC is easy to install and use and represents the first QC software capable of processing MaxQuant result tables. PTXQC is freely available at https://github.com/cbielow/PTXQC .

Treating Colon Cancer Cells with FK228 Reveals a Link between Histone Lysine Acetylation and Extensive Changes in the Cellular Proteome.

The therapeutic value of FK228 as a cancer treatment option is well known, and various types of cancer have been shown to respond to this drug. However, the complete mechanism of FK228 and the affect it has on histone lysine acetylation and the colon cancer cell proteome are largely unknown. In the present study, we used stable isotope labeling by amino acids in cell culture (SILAC) and affinity enrichment followed by high-resolution liquid chromatograph-mass spectrometer (LC-MS)/MS analysis to quantitate the changes in the lysine acetylome in HCT-8 cells after FK228 treatment. A total of 1,194 lysine acetylation sites in 751 proteins were quantified, with 115 of the sites in 85 proteins being significantly upregulated and 38 of the sites in 32 proteins being significantly downregulated in response to FK228 treatment. Interestingly, 47 histone lysine acetylation sites were identified in the core histone proteins. We also found a novel lysine acetylation site on H2BK121. These significantly altered proteins are involved in multiple biological functions as well as a myriad of metabolic and enzyme-regulated pathways. Taken together, the link between FK228 function and the downstream changes in the HCT-8 cell proteome observed in response to FK228 treatment is established.

Differential Signaling through p190 and p210 Forms of BCR-ABL Fusion Proteins Revealed By Proteomic Analysis

Chromosomal translocations involving chromosome 9q34 and 22q11 generate the BCR-ABL1 fusion gene. The location of the translocation within the BCR gene dictates which exons are excluded or included in the resulting fusion with the ABL1 gene. The most common translocations produce three main protein products with molecular weights of 190, 210, and 230 kD. Interestingly, the p190 and p210 BCR-ABL1 forms are associated with different clinical characteristics. Specifically, BCR-ABL1+ acute lymphoblastic leukemia (ALL) cases typically harbor the p190 form, whereas chronic myelogenous leukemia (CML) cases typically harbor the p210 form. Despite a great deal of study over many decades devoted to the BCR-ABL1 molecule, neither phosphorylation of putative target proteins at site-specific resolution nor protein-protein interaction differences between the p190 and the p210 forms is well understood, preventing thorough understanding of the signaling programs employed by these variants.Therefore, to examine signaling differences between p190 and p210 we chose a homogeneous system to investigate global phosphorylation of tyrosine residues. Ba/F3 cell lines, which are normally dependent on IL-3 for growth, were transduced with either the p190 or p210 form of BCR-ABL1. Subsequently, these cell lines were selected for successful growth in cytokine free media, indicating that the BCR-ABL1 fusions were signaling and inducing aberrant growth. These two BCR-ABL1 cell lines, as well as the parental Ba/F3 line, were grown in SILAC (stable isotope labeling by amino acids in cell culture) media and lysates were enriched for phosphotyrosine (pTyr) peptides and submitted for mass spectrometric analysis. The resulting 3-state SILAC dataset includes quantitation on 355 pTyr sites in three pairwise comparisons; p190 vs. p210 as well as each BCR-ABL1 cell line vs. its parental control. Many of the known BCR-ABL1 associated phosphorylation sites are recapitulated in our dataset. To our knowledge we report the first data on pTyr site-specific differences between p190 and p210 forms within in the same cell type. Surprisingly, 78 pTyr sites are differentially regulated between p190 and p210, with notable examples including pTyr sites on TEC, SHC1, PEAK1, PTPN6 and LYN. Additionally, sites in the kinase domain of JAK2 and the DNA binding domain of STAT6 showed a reciprocal relationship in p190 vs. p210, suggesting the differential involvement of JAK-STAT pathway. Notably, 28 pTyr sites were differentially regulated exclusively in either p190 or p210 BCR-ABL1 Ba/F3 cells, suggesting that there may be signaling pathways unique to p190 and p210, respectively.To attempt to identify direct substrates of BCR-ABL1 and detect differential binding of p190 and p210, we used the BioID system (Roux et al., JBC 2012). In this system, a specialized biotin ligase (BirA) is used to label adjacent or interacting proteins with a biotin moiety on lysine residues. Specifically, Ba/F3 cells transduced with BirA-tagged p190 or untagged p190 were grown in SILAC media and whole cell lysates were subjected streptavidin immunoprecipitation followed by mass spectrometry. Forty-four proteins were enriched over the control and known interactors such as SHC1, DOK2, and GAB1 were detected, along with several putative novel interactors. Combining both the phosphorylation and interactome datasets revealed all these proteins are hyper-phosphorylated compared to parental cell lines, suggesting these are direct substrates or in proximal complexes with p190 BCR-ABL1. A direct comparison of p190 and p210 interactomes using BioID is pending, and will further elucidate potential differences between these important fusion protein isoforms. In sum, our data suggests that p190 and p210 have at least partially independent signaling cascades that are mediated by differential protein-protein interactions, which may help explain the observed association of p190 with BCR-ABL1+ ALL and p210 with CML. DisclosuresNo relevant conflicts of interest to declare.

Identification of Biomarkers Associated with MAF-Mediated Resistance to Proteasome Inhibitors in t(14;16) Multiple Myeloma

Introduction : Multiple myeloma (MM) patients with t(14;16)(p16;q32) leading to high expression of C-MAF mRNA and protein have a poor prognosis and have not benefitted from the recent advances in MM therapy. Our previous work showed that posttranslational modification up-regulated C-MAF (ASH Abstract # 281, ASH 2013) and MAF-B proteins (ASH Abstract #2091, 2014) conferred innate resistance to proteasome inhibitors (PI). In order to identify the molecular mechanism underlying this resistance in high C-MAF and MAFB-expressing patients, the present study investigated the downstream targets regulated by C-MAF in MM cells and analyzed the clinical association of target genes using a C-MAF-loss and gain of function cell line model as well as primary plasma cells from MM patients.Methods : To elucidate the molecular mechanism underlying the resistance of MAF expressing cells to PIs, we silenced the C-MAF gene in 3 MM cell lines that highly expressed C-MAF mRNA and protein using lentiviral shRNA. Annexin V staining and analyzed by FACS were used to determine the effect of manipulating MAF on PI-induced apoptosis and activation of the caspase family. Gene expression prolife (GEP) was utilized to determine downstream target genes regulated by MAF. To identify the proteins associated with C-MAF, we used mass spectrometry (MS)-based quantitative proteomics with stable isotope labeling by amino acids in cell culture (SILAC).Results: Our results demonstrated that apoptotic cell numbers were higher in shMAF cells, compared to shControl cells when cultured in the presence of serial concentrations of bortezomib (BZB) or carfilzomib (CFZ), indicating that silencing MAF expression enhances PI-induced apoptosis. The Annexin V + cells numbers were also higher in shMAF compared to shControl when cells were treated with BZB or CFZ in co-culture with bone marrow stromal cells. Furthermore, knockdown of C-MAF expression augmented the PI-induced activation of the caspase family with an increase in the cleavage fragments of caspases-3, -7, -8, PARP and LaminA/C. In contrast, PI-induced apoptotic numbers were lower in XG1/MAF, a stably induced MAF overexpressing MM cell line, than in XG1/EV, the control cell line carrying an empty vector when cultured in serial concentrations of BZB and CFZ. Similarly, the caspase cleavage fragments, PARP and lamin A/C were decreased in XG1/MAF compared with XG1/EV in response to BZB and CFZ. These results suggest that MAF confers MM resistance to PI by preventing the PI-induction of apoptosis.To further identify the downstream target genes regulated by C-MAF, we analyzed the gene expression between shMAF and shControl MM cells by microarray analysis and identified more than 150 genes differentially expressed. Of them, ATP2C1, CCNE2 , CCND2, ELK4 , IGFBP3, SUPT16 and TUBA1A were significantly (p=5.62e-5) lower in shMAF than shControl cells indicating that these genes might be regulated by C-MAF. Furthermore, expression of these genes in primary CD138 plasma cells were significant higher (p<0.05) in the UAMS molecular MF subgroup than other UAMS molecular subgroups. A number of genes were also expressed significantly lower (p=5.62e-5) in shMAF cells compared to shControl cells. The clinical association of these genes was analyzed and showed that the expression of IL10Ra (p<0.05), PAXBP1PAX3 (p=0.0032), USP1 (p=0.0038), BNIP3 (p<0.05), ACSL (p=0.009) and SP3 (p=0.018) in CD138 plasma cells was associated with poor overall survival in patients from the MF subgroup indicating that these targets may play a central role in MAF regulated proliferation of MM cells.To identify the proteins associated with C-MAF, we used MS-SILAC and identified more than 20 proteins as differentially expressed between MAF positive cell lines and shMAF cell lines . Western blotting and flow cytometry analysis are ongoing to confirm the functional role of these proteins in MAF regulated MM cell growth.Conclusions : Taken together, these results suggest that MAF confers MM resistance to PI by preventing the induction of apoptosis. Global gene and protein expression profiling along with correlation with clinical data, has identified a number of relevant biologically relevant candidates. Experiments are ongoing to confirm the function of these MAF regulated candidates in order to identify potential alternate approaches for the treatment of this poor performing molecular subgroup. DisclosuresQiang:University of Arkansas for Medical Sciences: Employment. Ye:University of Arkansas for Medical Sciences: Employment. Huang:University of Arkansas for Medical Sciences: Employment. Johnson:University of Arkansas for Medical Sciences: Employment. Stein:University of Arkansas for Medical Sciences: Employment. Barlogie:University of Arkansas for Medical Sciences: Employment. Epstein:University of Arkansas for Medical Sciences: Employment. Morgan:MMRF: Honoraria; Weismann Institute: Honoraria; University of Arkansas for Medical Sciences: Employment; Bristol Myers Squibb: Honoraria, Membership on an entity's Board of Directors or advisory committees; CancerNet: Honoraria; Takeda: Honoraria, Membership on an entity's Board of Directors or advisory committees; Celgene: Honoraria, Membership on an entity's Board of Directors or advisory committees. Davies:Celgene: Consultancy; Janssen: Consultancy; Millenium: Consultancy; Onyx: Consultancy; University of Arkansas for Medical Sciences: Employment.

Uncover TET1 Targets in MLL -Rearranged Leukemia

5-hydroxymethylcytosine (5hmC), also called the "sixth DNA base", is involved in the DNA demethylation process which generally leads to gene activation. Formation of 5hmC is catalyzed by the Ten-Eleven-Translocation (TET) family proteins, with TET1 being the founding member. The expression of TET1 protein and the global level of its enzymatic product, 5hmC, is markedly reduced in a wide range of solid tumors, including melanoma, prostate, breast, lung, and liver cancer, suggesting that TET1 functions as a tumor suppressor in these types of cancers. However, a recent study from our group demonstrated that TET1 expression and the associated 5hmC levels are significantly up-regulated in MLL -rearranged leukemia, revealing the oncogenic role of TET1 in this type of acute myeloid leukemia (AML) (Huang H, et al. PNAS 2013; 110(29):11994-9). In support of this, another study from a different group showed that high 5hmC level is an independent predictor of poor overall survival in patients with AML (Kroeze LI, et al. Blood 2014; 124(7):1110-8). However, how TET1, as a critical methylcytosine dioxygenase, plays its oncogenic role in AML, especially in MLL -rearranged leukemia, is still unclear.To address this issue, we performed stable isotope labeling by amino acids in cell culture (SILAC)-based proteomic profiling to systematically explore the functional targets of TET1 in a genome-wide and unbiased way. When TET1 was knocked down in MLL-ENL-estrogen receptor inducible (ERtm) mouse myeloid leukemia cells, 123 proteins were found downregulated whereas 191 were upregulated with a fold-change cutoff of 1.2. The expression changes of a set of these genes were confirmed by quantitative PCR in MLL-ENL-ERtm cells and mice samples with TET1 knock-down or depletion. After taking into account the correlation of TET1 and its candidate targets in several sets of AML patient samples, we focused on IDH1 and PSIP1, which represent the negatively- and positively-regulated targets by TET1, respectively. IDH1 encodes an isocitrate dehydrogenase whose mutations are frequently found in AML, whereas the PSIP1 protein is shown to be required for both MLL-dependent transcription and leukemic transformation. Chromatin immunoprecipitation (CHIP) assays suggest that TET1 directly binds to the CpG islands in the promoters of these two genes. Forced expression of Idh1 in leukemic bone marrow cells collected from mice developed MLL-AF9-driven AML significantly inhibited the colony-forming capacity of these cells, which mimics the effect of TET1 knock-out. We are now further investigating the functions and underlying molecular mechanisms of IDH1 and PSIP1 in AML using both in vitro and in vivo models. Considering the important roles of IDH1 and PSIP1 in AML, our findings will provide new insight into the mechanisms underlying the oncogenic role of TET1 in MLL -rearranged leukemia and may ultimately lead to the development of targeted therapy of AML. DisclosuresNo relevant conflicts of interest to declare.

Novel Molecular Insights into Classical and Alternative Activation States of Microglia as Revealed by Stable Isotope Labeling by Amino Acids in Cell Culture (SILAC)-based Proteomics*

Microglia, the resident immune cells of the brain, have been shown to display a complex spectrum of roles that span from neurotrophic to neurotoxic depending on their activation status. Microglia can be classified into four stages of activation, M1, which most closely matches the classical (pro-inflammatory) activation stage, and the alternative activation stages M2a, M2b, and M2c. The alternative activation stages have not yet been comprehensively analyzed through unbiased, global-scale protein expression profiling. In this study, BV2 mouse immortalized microglial cells were stimulated with agonists specific for each of the four stages and total protein expression for 4644 protein groups was quantified using SILAC-based proteomic analysis. After validating induction of the various stages through a targeted cytokine assay and Western blotting of activation states, the data revealed novel insights into the similarities and differences between the various states. The data identify several protein groups whose expression in the anti-inflammatory, pro-healing activation states are altered presumably to curtail inflammatory activation through differential protein expression, in the M2a state including CD74, LYN, SQST1, TLR2, and CD14. The differential expression of these proteins promotes healing, limits phagocytosis, and limits activation of reactive nitrogen species through toll-like receptor cascades. The M2c state appears to center around the down-regulation of a key member in the formation of actin-rich phagosomes, SLP-76. In addition, the proteomic data identified a novel activation marker, DAB2, which is involved in clathrin-mediated endocytosis and is significantly different between M2a and either M1 or M2b states. Western blot analysis of mouse primary microglia stimulated with the various agonists of the classical and alternative activation states revealed a similar trend of DAB2 expression compared with BV2 cells.

TBMS1 exerts its cytotoxicity in NCI-H460 lung cancer cells through nucleolar stress-induced p53/MDM2-dependent mechanism, a quantitative proteomics study

Tubeimoside-1 (TBMS1) exerts its anticancer effects by inducing G2/M arrest and apoptosis of cancer cells. However, the precise molecular mechanism of its anti-tumor effects has not been fully elucidated, especially the signaling pathways involved in the early stage of TBMS1 stimulation. In this study, we employed stable isotope labeling by amino acids in cell culture (SILAC)-based quantitative proteomics approach and identified 439 proteins that exhibit significant differential expressions in NCI-H460 lung cancer cells upon exposure to TBMS1. Gene ontology and network analysis using DAVID and STRING on-line tools revealed that several nucleolar stress (ribosomal biogenesis) response proteins were differentially regulated by TBMS1. Functional validation demonstrated that TBMS1-induced NCI-H460 cell cytotoxicity involved nucleolar stress-induced p53/murine double minute clone 2 (MDM2), mTOR, and NF-κB signaling pathways.

Global Reprogramming of Host SUMOylation during Influenza Virus Infection.

SummaryDynamic nuclear SUMO modifications play essential roles in orchestrating cellular responses to proteotoxic stress, DNA damage, and DNA virus infection. Here, we describe a non-canonical host SUMOylation response to the nuclear-replicating RNA pathogen, influenza virus, and identify viral RNA polymerase activity as a major contributor to SUMO proteome remodeling. Using quantitative proteomics to compare stress-induced SUMOylation responses, we reveal that influenza virus infection triggers unique re-targeting of SUMO to 63 host proteins involved in transcription, mRNA processing, RNA quality control, and DNA damage repair. This is paralleled by widespread host deSUMOylation. Depletion screening identified ten virus-induced SUMO targets as potential antiviral factors, including C18orf25 and the SMC5/6 and PAF1 complexes. Mechanistic studies further uncovered a role for SUMOylation of the PAF1 complex component, parafibromin (CDC73), in potentiating antiviral gene expression. Our global characterization of influenza virus-triggered SUMO redistribution provides a proteomic resource to understand host nuclear SUMOylation responses to infection.

NeuCode Labeling in Nematodes: Proteomic and Phosphoproteomic Impact of Ascaroside Treatment in Caenorhabditis elegans

The nematode Caenorhabditis elegans is an important model organism for biomedical research. We previously described NeuCode stable isotope labeling by amino acids in cell culture (SILAC), a method for accurate proteome quantification with potential for multiplexing beyond the limits of traditional stable isotope labeling by amino acids in cell culture. Here we apply NeuCode SILAC to profile the proteomic and phosphoproteomic response of C. elegans to two potent members of the ascaroside family of nematode pheromones. By consuming labeled E. coli as part of their diet, C. elegans nematodes quickly and easily incorporate the NeuCode heavy lysine isotopologues by the young adult stage. Using this approach, we report, at high confidence, one of the largest proteomic and phosphoproteomic data sets to date in C. elegans: 6596 proteins at a false discovery rate ≤ 1% and 6620 phosphorylation isoforms with localization probability ≥75%. Our data reveal a post-translational signature of pheromone sensing that includes many conserved proteins implicated in longevity and response to stress.

Large-Scale Identification of the Arginine Methylome by Mass Spectrometry.

The attachment of one or more methylation groups to the side chain of arginine residues is a regulatory mechanism for cellular proteins. Recent advances in mass spectrometry-based characterization allow comprehensive identification of arginine methylation sites by peptide-level enrichment strategies. Described in this unit is a 4-day protocol for enrichment of arginine-methylated peptides and subsequent identification of thousands of distinct sites by mass spectrometry. Specifically, the protocol explains step-by-step sample preparation, enrichment using commercially available antibodies, prefractionation using strong cation exchange, and identification using liquid chromatography coupled to tandem mass spectrometry. A strategy for relative quantification is described using stable isotope labeling by amino acids in cell culture (SILAC). Approaches for analysis of arginine methylation site occupancy are also discussed. Collectively, the unit describes the essential parameters required for a successful and comprehensive experiment detailing the arginine methylome.

Triomics Analysis of Imatinib-Treated Myeloma Cells Connects Kinase Inhibition to RNA Processing and Decreased Lipid Biosynthesis.

The combination of metabolomics, lipidomics, and phosphoproteomics that incorporates triple stable isotope labeling by amino acids in cell culture (SILAC) protein labeling, as well as (13)C in vivo metabolite labeling, was demonstrated on BCR-ABL-positive H929 multiple myeloma cells. From 11 880 phosphorylation sites, we confirm that H929 cells are primarily signaling through the BCR-ABL-ERK pathway, and we show that imatinib treatment not only downregulates phosphosites in this pathway but also upregulates phosphosites on proteins involved in RNA expression. Metabolomics analyses reveal that BCR-ABL-ERK signaling in H929 cells drives the pentose phosphate pathway (PPP) and RNA biosynthesis, where pathway inhibition via imatinib results in marked PPP impairment and an accumulation of RNA nucleotides and negative regulation of mRNA. Lipidomics data also show an overall reduction in lipid biosynthesis and fatty acid incorporation with a significant decrease in lysophospholipids. RNA immunoprecipitation studies confirm that RNA degradation is inhibited with short imatinib treatment and transcription is inhibited upon long imatinib treatment, validating the triomics results. These data show the utility of combining mass spectrometry-based "-omics" technologies and reveals that kinase inhibitors may not only downregulate phosphorylation of their targets but also induce metabolic events via increased phosphorylation of other cellular components.

Plumbagin suppresses epithelial to mesenchymal transition and stemness via inhibiting Nrf2-mediated signaling pathway in human tongue squamous cell carcinoma cells.

Tongue squamous cell carcinoma (TSCC) is the most common malignancy in oral and maxillofacial tumors with highly metastatic characteristics. Plumbagin (5-hydroxy-2-methyl-1, 4-naphthoquinone; PLB), a natural naphthoquinone derived from the roots of Plumbaginaceae plants, exhibits various bioactivities, including anticancer effects. However, the potential molecular targets and underlying mechanisms of PLB in the treatment of TSCC remain elusive. This study employed stable isotope labeling by amino acids in cell culture (SILAC)-based quantitative proteomic approach to investigate the molecular interactome of PLB in human TSCC cell line SCC25 and elucidate the molecular mechanisms. The proteomic data indicated that PLB inhibited cell proliferation, activated death receptor-mediated apoptotic pathway, remodeled epithelial adherens junctions pathway, and manipulated nuclear factor erythroid 2-related factor 2 (Nrf2)-mediated oxidative stress response signaling pathway in SCC25 cells with the involvement of a number of key functional proteins. Furthermore, we verified these protein targets using Western blotting assay. The verification results showed that PLB markedly induced cell cycle arrest at G2/M phase and extrinsic apoptosis, and inhibited epithelial to mesenchymal transition (EMT) and stemness in SCC25 cells. Of note, N-acetyl-l-cysteine (NAC) and l-glutathione (GSH) abolished the effects of PLB on cell cycle arrest, apoptosis induction, EMT inhibition, and stemness attenuation in SCC25 cells. Importantly, PLB suppressed the translocation of Nrf2 from cytosol to nucleus, resulting in an inhibition in the expression of downstream targets. Taken together, these results suggest that PLB may act as a promising anticancer compound via inhibiting Nrf2-mediated oxidative stress signaling pathway in SCC25 cells. This study provides a clue to fully identify the molecular targets and decipher the underlying mechanisms of PLB in the treatment of TSCC.

Quantitative Proteomic Analysis of Enriched Nuclear Fractions from BK Polyomavirus-Infected Primary Renal Proximal Tubule Epithelial Cells.

Polyomaviruses are a family of small DNA viruses that are associated with a number of severe human diseases, particularly in immunocompromised individuals. The detailed virus-host interactions during lytic polyomavirus infection are not fully understood. Here, we report the first nuclear proteomic study with BK polyomavirus (BKPyV) in a primary renal proximal tubule epithelial cell culture system using stable isotope labeling by amino acids in cell culture (SILAC) proteomic profiling coupled with liquid chromatography-tandem mass spectrometry. We demonstrated the feasibility of SILAC labeling in these primary cells and subsequently performed reciprocal labeling-infection experiments to identify proteins that are altered by BKPyV infection. Our analyses revealed specific proteins that are significantly up- or down-regulated in the infected nuclear proteome. The genes encoding many of these proteins were not identified in a previous microarray study, suggesting that differential regulation of these proteins may be independent of transcriptional control. Western blotting experiments verified the SILAC proteomic findings. Finally, pathway and network analyses indicated that the host cell DNA damage response signaling and DNA repair pathways are among the cellular processes most affected at the protein level during polyomavirus infection. Our study provides a comprehensive view of the host nuclear proteomic changes during polyomavirus lytic infection and suggests potential novel host factors required for a productive polyomavirus infection.

SILAC-Based Mass Spectrometry Analysis Reveals That Epibrassinolide Induces Apoptosis via Activating Endoplasmic Reticulum Stress in Prostate Cancer Cells.

Epibrassinolide (EBR) is a polyhydroxylated sterol derivative and biologically active compound of the brassinosteroids. In addition to well-described roles in plant growth, EBR induces apoptosis in the LNCaP prostate cancer cells expressing functional androgen receptor (AR). Therefore, it is suggested that EBR might have an inhibitory potential on androgen receptor signaling pathway. However, the mechanism by which EBR exerts its effects on LNCaP is poorly understood. To address this gap in knowledge, we used an unbiased global proteomics approach, i.e., stable-isotope labeling by amino acids in cell culture (SILAC). In total, 964 unique proteins were identified, 160 of which were differentially expressed after 12 h of EBR treatment. The quantification of the differentially expressed proteins revealed that the expression of the unfolded protein response (UPR) chaperone protein, calreticulin (CALR), was dramatically downregulated. The decrease in CALR expression was also validated by immunoblotting. Because our data revealed the involvement of the UPR in response to EBR exposure, we evaluated the expression of the other UPR proteins. We demonstrated that EBR treatment downregulated calnexin and upregulated BiP and IRE1α expression levels and induced CHOP translocation from the cytoplasm to nucleus. The translocation of CHOP was associated with caspase-9 and caspase-3 activation after a 12 h EBR treatment. Co-treatment of EBR with rapamycin, an upstream mTOR pathway inhibitor, prevented EBR-induced cell viability loss and PARP cleavage in LNCaP prostate cancer cells, suggesting that EBR could induce ER stress in these cells. In addition, we observed similar results in DU145 cells with nonfunctional androgen receptor. When proteasomal degradation of proteins was blocked by MG132 co-treatment, EBR treatment further induced PARP cleavage relative to drug treatment alone. EBR also induced Ca2+ sequestration, which confirmed the alteration of the ER pathway due to drug treatment. Therefore, we suggest that EBR promotes ER stress and induces apoptosis.

Investigating the impact of a mutation in PDE5A on myocardial infarction

Recently, our group has discovered a family suffering from premature coronary artery disease (CAD) and myocardial infarction (MI). Whole-exome sequencing of three affected family members revealed that these shared a mutation in the PDE5A gene encoding the phosphodiesterase 5A protein. Mutations in proteins involved in cGMP-signalling have already been shown to play an important role in premature CAD/MI [1]. Here, we aimed to characterize the effect of this mutation at the molecular level. PDE5A encodes three distinct isoforms, PDE5A1, PDE5A2, and PDE5A3, all of which cleave cGMP, a second messenger that plays an important role in e.g. smooth muscle relaxation and thrombocyte passivation. The particular mutation is located in the first intron of PDE5A1 and PDE5A3, which is known to be an alternative promoter site [2], and in the first exon of PDE5A2, generating a premature stop codon. Stable isotope labeling by amino acids in cell culture (SILAC) analysis in HeLa S3 nucleus cell lysates revealed allele-specific binding of the transcription factor ZFX to the major allele. In line, reporter gene analysis of the first intron of PDE5A1 and PDE5A3 by luciferase assay pointed to significantly different promoter activities of the investigated alleles in HEK293 cells with 40% increased activity of the mutated allele. Furthermore, overexpression experiments of the mutated construct in HEK293E cells did not show a loss of transcript as supposed by the premature stop codon but hinted towards the expression of an N-terminal truncated PDE5A2 isoform. We demonstrated an increased promoter activity of the mutated PDE5A allele which might lead to increased expression of PDE5A isoforms. This differential promotor activity could be mediated by allele-specific binding of the transcription factor ZFX, which is part of current studies. As the N-terminus of PDE5A, i.e. the GAF-domain, act as an important regulator of enzymatic activity [3], we hypothesize that the truncated PDE5A2 isoform might be more active. Overall, our results point towards a gain of function mutation in PDE5A associated with premature CAD and MI.