A novel proteomics approach to identify SUMOylated proteins and their modification sites in human cells

The small ubiquitin-related modifier (SUMO) is a small group of proteins that are reversibly attached to protein substrates to modify their functions. The large scale identification of protein SUMOylation and their modification sites in mammalian cells represents a significant challenge because of the relatively small number of in vivo substrates and the dynamic nature of this modification. We report here a novel proteomics approach to selectively enrich and identify SUMO conjugates from human cells. We stably expressed different SUMO paralogs in HEK293 cells, each containing a His(6) tag and a strategically located tryptic cleavage site at the C terminus to facilitate the recovery and identification of SUMOylated peptides by affinity enrichment and mass spectrometry. Tryptic peptides with short SUMO remnants offer significant advantages in large scale SUMOylome experiments including the generation of paralog-specific fragment ions following CID and ETD activation, and the identification of modified peptides using conventional database search engines such as Mascot. We identified 205 unique protein substrates together with 17 precise SUMOylation sites present in 12 SUMO protein conjugates including three new sites (Lys-380, Lys-400, and Lys-497) on the protein promyelocytic leukemia. Label-free quantitative proteomics analyses on purified nuclear extracts from untreated and arsenic trioxide-treated cells revealed that all identified SUMOylated sites of promyelocytic leukemia were differentially SUMOylated upon stimulation.     

Radiation inactivation of binding sites for high-density lipoproteins in human liver membranes

High-density lipoproteins (HDL) are involved in 'reverse cholesterol transport'. Whether or not cell-surface receptors for HDL exist and participate in this process remains controversial, and part of this controversy has centered on the nature of the HDL binding sites. We therefore used radiation inactivation to determine the molecular mass of the HDL binding sites in human liver membranes in situ. These binding sites, which shared all the characteristics of previously described putative HDL receptors, had a molecular mass of less than 10 kDa, indicating that they are probably not proteins. In addition, the binding of HDL to protein-free liposomes was characterized and was found to display the same affinity (KD = 5 micrograms protein/ml approximately 5.10(-8) M) as that to cell membranes, indicating that HDL binding to cell membranes may not require membrane proteins. These observations highlight an important application of radiation inactivation: the ability to demonstrate that something - in this case, a high-molecular-weight protein that accounts for the majority of the HDL binding activity in human liver membranes - is absent.     

Using a neural network to identify potential HLA-DR1 binding sites within proteins

The presentation by antigen-presenting cells of immunodominant peptide segments in association with major histocompatibility complex (MHC) encoded proteins is fundamental to the efficacy of a specific immune response. One approach used to identify immunodominant segments within proteins has involved the development of predictive algorithms which utilize amino acid sequence data to identify structural characteristics or motifs associated with in vivo antigenicity. The parallel-computing technique termed ‘neural networking’ has recently been shown to be remarkably efficient at addressing the problem of pattern recognition and can be applied to predict protein secondary structure attributes directly from amino acid sequence data. In order to examine the potential of a neural network to generalize peptide structural feature related to binding within class II MHC-encoded proteins, we have trained a neural network to determine whether or not any given amino acid of a protein is part of a peptide segment capable of binding to HLA-DR1. We report that a neural network trained on a data base consisting of peptide segments known to bind to HLA-DR1 is able to generalize features relating to HLA-DR1-binding capacity (r = 0.17 and p = 0.0001).     

Radiation inactivation of binding sites for high density lipoproteins in human fibroblast membranes

Radiation inactivation and target analysis were used to determine the molecular mass of the binding sites for high density lipoproteins (HDL) on membranes prepared from human fibroblasts. These membrane binding sites shared characteristics with the previously described HDL binding sites on whole fibroblasts in tissue culture. They exhibited the same affinity for HDL, the same ligand specificity, and the same sensitivity to proteolytic agents. They were also up-regulated by cholesterol loading of the cells. Kinetics of HDL dissociation from membrane binding sites could not be described by a single exponential function, indicating that HDL probably bind to multiple classes of sites on fibroblast membranes. After exposure to ionizing radiation, these sites decreased in number as an apparent single exponential function of radiation dose, corresponding to an average molecular mass of 16,000 +/- 1,000 Da, which is smaller than any known cell-surface receptor protein. These data indicate that HDL binding sites on fibroblast membranes are not "classical" receptors in that they are kinetically heterogeneous and small in molecular mass.     

A novel method to identify nucleic acid binding sites in proteins by scanning mutagenesis: application to iron regulatory protein.

We describe a new procedure to identify RNA or DNA binding sites in proteins, based on a combination of UV cross-linking and single-hit chemical peptide cleavage. Site-directed mutagenesis is used to create a series of mutants with single Asn-Gly sequences in the protein to be analysed. Recombinant mutant proteins are incubated with their radiolabelled target sequence and UV irradiated. Covalently linked RNA- or DNA-protein complexes are digested with hydroxylamine and labelled peptides identified by SDS-PAGE and autoradiography. The analysis requires only small amounts of protein and is achieved within a relatively short time. Using this method we mapped the site at which human iron regulatory protein (IRP) is UV cross-linked to iron responsive element RNA to amino acid residues 116-151.     

Frequent epigenetic inactivation of RASSF10 in thyroid cancer

The Ras association domain family (RASSF) encodes for distinct tumor suppressors and several members are frequently silenced in human cancer. In our study, we analyzed the role of a novel RASSF member termed RASSF10 in thyroid carcinogenesis. The RASSF10 CpG island promoter was intensively methylated in nine thyroid cancer cell lines and in 66% of primary thyroid carcinomas. RASSF10 methylation was significantly increased in primary thyroid carcinoma compared to normal thyroid and follicular adenoma (0% and 10%, respectively; p     

Identification of functional PDZ domain binding sites in several human proteins

TIP-15 was previously identified as a cellular protein that can bind to the C-terminal end of the HTLV-1 Tax protein via its two PDZ domains. The sequence of the N-terminal part of TIP-15 is identical to that of the synaptic protein PSD-95. Both proteins are likely to be produced from the same gene by alternative splicing. Whereas expression of the PSD-95 mRNA was detected only with brain RNAs, that of TIP-15 was detected with RNAs from thymus, brain, skeletal muscle and Jurkat cells. The TIP-15 protein exhibits an apparent molecular weight of 40 kD and is weakly expressed in T cell lines. A two-hybrid screen performed with TIP-15 as bait revealed the presence of a PDZ binding site (PDZ-BS) in the following proteins: Lysyl tRNA synthetase, 6-phosphogluconolactonase (6-GPL), Stress-activated protein kinase 3 (SAPK3), NET-1, Diacylglycerol kinase zeta, MTMR1, MCM7, and hSec8. The sequence at the C-terminal ends of these proteins matches the X-S/T-X-V-COOH consensus previously defined for PDZ-BSs, with the exception of 6-GPL and SAPK3 which include a leucine as the C-terminal residue. For Lysyl tRNA synthetase, NET1, MTMR1 and hSec8, binding to TIP-15 was confirmed by co-immunoprecipitation experiments performed with the extracts of transfected COS7 cells. These results show the existence of functional PDZ-BSs in these proteins, but future studies will be necessary to establish whether or not TIP-15 represents a physiological partner. The significance of the presence of a PDZ-BS in these various proteins is discussed with respect to their function.     

The role of epigenetic inactivation of 14-3-3σ in human cancer

Cancer cells show characteristic alterations in DNA methylation patterns. Aberrant CpG methylation of specific promoters results in inactivation of tumor suppressor genes and therefore plays an important role in carcinogenesis. The p53-regulated gene 14-3-3σ undergoes frequent epigenetic silencing in several types of cancer, including carcinoma of the breast, prostate, and skin, suggesting that the loss of 14-3-3σ expression may be causally involved in tumor progression. Functional studies demonstrated that 14-3-3σ is involved in cell-cycle control and prevents the accumulation of chromosomal damage. The recent identification of novel 14-3-3if-associated proteins by a targeted proteomics approach implies that 14-3-3σ regulates diverse cellular processes, which may become deregulated after silencing of 14-3-3σ expression in cancer cells.     

Roles of antiestrogen binding sites in human endometrial cancer cells

Estrogen-noncompatible antiestrogen binding sites (AEBS) as well as estrogen receptors (ER), and the growth-inhibitory effect of tamoxifen were investigated in two human endometrial cancer cell lines, IK-90 and HEC-IA cells. IK-90 cells contained specific AEBS, but no ER was found in these cells. Scatchard plot analysis of AEBS in 12,000 g supernatant from IK-90 cells showed a high affinity binding site for tamoxifen (Kd:5.6 +/- 1.0 nM) with the maximum binding site of 457 +/- 47 fmol/mg protein. However, no measurable ER or AEBS was found in HEC-IA cells. The effect of tamoxifen on the growth of cells was found to be identical in both cell lines; the addition of 10 microM tamoxifen to culture medium was cytocidal whereas tamoxifen at lower concentrations (1 nM-1 microM) did not significantly affect the growth of both IK-90 and HEC-IA cells. These results demonstrate for the first time the presence of AEBS in human endometrial cancer cells. The present results also suggest that AEBS does not play a fundamental role in mediating the growth-inhibitory effect of tamoxifen in endometrial cancer cells.     

The taxonomy of binding sites in proteins

Summary Conservation of polypeptide fold and mode of ligand binding is frequently found within proteins of related function. Examples illustrating this phenomenon are taken from NAD linked enzymes, nucleotide binding proteins, polysaccharide binding proteins, heme binding proteins and enzymes with essential Fe-S complexes or zinc atoms.     

The acquisition of novel N-glycosylation sites in conserved proteins during human evolution

Background

N-linked protein glycosylation plays an important role in various biological processes, including protein folding and trafficking, and cell adhesion and signaling. The acquisition of a novel N-glycosylation site may have significant effect on protein structure and function, and therefore, on the phenotype.

Results

We analyzed the human glycoproteome data set (2,534 N-glycosylation sites in 1,027 proteins) and identified 112 novel N-glycosylation sites in 91 proteins that arose in the human lineage since the last common ancestor of Euarchonta (primates and treeshrews). Three of them, Asn-196 in adipocyte plasma membrane-associated protein (APMAP), Asn-91 in cluster of differentiation 166 (CD166/ALCAM), and Asn-76 in thyroglobulin, are human-specific. Molecular evolutionary analysis suggested that these sites were under positive selection during human evolution. Notably, the Asn-76 of thyroglobulin might be involved in the increased production of thyroid hormones in humans, especially thyroxine (T4), because the removal of the glycan moiety from this site was reported to result in a significant decrease in T4 production.

Conclusions

We propose that the novel N-glycosylation sites described in this study may be useful candidates for functional analyses to identify innovative genetic modifications for beneficial phenotypes acquired in the human lineage.

Electronic supplementary material

The online version of this article (doi:10.1186/s12859-015-0468-5) contains supplementary material, which is available to authorized users.     

Detecting cis-regulatory binding sites for cooperatively binding proteins

Several methods are available to predict cis-regulatory modules in DNA based on position weight matrices. However, the performance of these methods generally depends on a number of additional parameters that cannot be derived from sequences and are difficult to estimate because they have no physical meaning. As the best way to detect cis-regulatory modules is the way in which the proteins recognize them, we developed a new scoring method that utilizes the underlying physical binding model. This method requires no additional parameter to account for multiple binding sites; and the only necessary parameters to model homotypic cooperative interactions are the distances between adjacent protein binding sites in basepairs, and the corresponding cooperative binding constants. The heterotypic cooperative binding model requires one more parameter per cooperatively binding protein, which is the concentration multiplied by the partition function of this protein. In a case study on the bacterial ferric uptake regulator, we show that our scoring method for homotypic cooperatively binding proteins significantly outperforms other PWM-based methods where biophysical cooperativity is not taken into account.     

Predicting protein-protein binding sites in membrane proteins

Background  

Many integral membrane proteins, like their non-membrane counterparts, form either transient or permanent multi-subunit complexes in order to carry out their biochemical function. Computational methods that provide structural details of these interactions are needed since, despite their importance, relatively few structures of membrane protein complexes are available.     

Methyl-CpG binding domain 1 gene polymorphisms and lung cancer risk in a Chinese population

Polymorphisms of the methyl-CpG binding domain 1 (MBD1) gene may influence MBD1 activity on gene expression profiles, thereby modulating individual susceptibility to lung cancer. To test this hypothesis, we investigated the associations of four MBD1 polymorphisms and lung cancer risk in a Chinese population. Single locus analysis revealed significant associations between two polymorphisms (rs125555 and rs140689) and lung cancer risk (p=0.011 and p=0.005, respectively). Since the two polymorphisms were in linkage disequilibrium, further haplotype analyses were performed and revealed a significant association with lung cancer (global test p-value=0.0041). Our results suggested that MBD1 polymorphisms might be involved in the development of lung cancer. Validation of these findings in larger studies of other populations is needed.     

PSSM-based prediction of DNA binding sites in proteins

Background  

Detection of DNA-binding sites in proteins is of enormous interest for technologies targeting gene regulation and manipulation. We have previously shown that a residue and its sequence neighbor information can be used to predict DNA-binding candidates in a protein sequence. This sequence-based prediction method is applicable even if no sequence homology with a previously known DNA-binding protein is observed. Here we implement a neural network based algorithm to utilize evolutionary information of amino acid sequences in terms of their position specific scoring matrices (PSSMs) for a better prediction of DNA-binding sites.