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High-throughput Analysis of Nucleoside- and Nucleotide-binding by Proteins

Justin K.M. Roberts1*, Cecelia Webster1,
Thomas C. Terwilliger2 and Chang-Yub Kim2

1Department of Biochemistry, University of California,
Riverside, CA 92521, USA.

2Bioscience Division, MS M888, Los Alamos National Laboratory,
Los Alamos, NM 87545, USA.

E-Mail: *justin.roberts@ucr.edu


Received: 25th June 2008 / Published: 16th March 2009

Abstract

Many proteins function via selective binding of small molecules, and an important class of ligands is nucleosides, including derivative mono- and dinucleotides, which participate in processes such as catalysis and signal transduction. Determining the specificity of nucleoside/nucleotide binding is therefore central to understanding the function of many proteins. We describe use of dye-ligand affinity chromatography methods to identify putative nucleotide-binding proteins, and to determine the specificity of binding to structurally related ligands. In one approach, putative nucleoside-binding proteins are captured from crude protein extracts of cells, for identification via standard proteomic methods. In a second approach, interactions of different nucleosides with purified recombinant protein targets, immobilized on dye, are determined to assess the specificity of ligand recognition by a given nucleotide-binding protein in the context of structural and functional genomics, and drug development.


Introduction

Nucleosides and their derivatives are molecular carriers central to transmission of energy, genetic information and intracellular signals, serving in these roles usually via specific interactions with proteins [1]. Furthermore, many drugs contain nucleoside-related moieties; for example nucleotide-protein interactions are considered critical in the action of isoniazid, one of the most efficient drugs for the treatment of Mycobacterium tuberculosis (Mtb) infections [2] and purine nucleoside analogs have been recently developed as anti-Mtb drug candidates [3]. Identification of protein-nucleoside ligand couples, and understanding the basis for functional molecular interactions, are complicated by obscurities in the relationships between gene sequences and ligand binding specificity. For example, enzymes sharing sequence similarity can exhibit differences in nucleotide specificity [4–6], and the specific ligand-binding properties of individual proteins can be sensitive to small changes in gene sequence [7–9]. Aiming to complement bioinformatics approaches to protein function [10, 11], we describe a biochemical screen based on dye-ligand chromatography [12] that can be used to obtain evidence for specific protein-ligand interactions and to assess selectivity of protein-ligand interactions in the human pathogen Mycobacterium tuberculosis.

Affinity binding technologies provide a means to identify physical interactions between macromolecules and their small-molecule partners [13–15]. The technique of dye-ligand chromatography has been used to purify a wide variety of proteins [12]. Cibacron Blue F3GA binds many nucleoside-dependent enzymes and, by selective elution with salt or ligands such as NADH or AMP, these proteins can often be purified [12]. Here we use the selective elution of proteins from F3GA chromatography resin as a high-throughput assay for protein-ligand interactions. The premise in our approach is that if a ligand can trigger release of a protein adsorbed on the dye-column, the ligand probably interacts in a specific fashion with that protein. This approach was first applied to crude cell extracts; the specificity of ligand-protein interactions were then further examined using purified recombinant proteins.


Identification of Putative Nucleoside-binding Proteins: Ligand-specific Elution of Native Proteins Bound to Dye-resin

When we applied a crude extract of soluble proteins from Mycobacterium tuberculosis (Mtb) to a column of F3GA resin, approximately 40% of the total protein remained adsorbed after extensive washing. This Mtb protein-loaded F3GA resin was used in our first ligand-specific elution screen for nucleoside/nucleotide-protein interactions, outlined in Figure 1, in which 6 to 20 potential ligands were applied successively to a given protein-loaded column, and the proteins eluted by each ligand were identified by standard proteomic tools [16]. Relatively low nucleoside concentrations (1 mM) and small volumes of eluting buffer (0.5 column bed volume) were employed, with the aim of identifying specific ligand-protein interactions. Furthermore, the strong interaction of many proteins with F3GA, and the high concentration of F3GA in the resin, also served to enhance the stringency of this ligand-protein interaction assay.

Figure 1. Purification of candidate nucleoside-ligand binding proteins from M. tuberculosis cell lysates. Affinity chromatography using immobilized Cibacron Blue F3GA was performed as outlined by Scopes [10], where Mtb proteins that bind F3GA are tested for ligand-specific elution by adding individual nucleosides or nucleotides to the column buffer. A crude cytosolic extract (100mg) from Mtb strain H37Rv [http://www.cvmbs.colostate.edu/microbiology/tb/top.htm] was desalted over a Sephadex G-25 column and adsorbed to a 10ml “Affigel” Blue Gel (Cibacron F3GA Blue) (BioRad) affinity column. The affinity column was washed extensively with column buffer (CB; 50 mM KH2PO4, pH 7.5, 1 mM MgCl2 and 2 mM DTT) to remove unbound and low-affinity proteins prior to ligand elution. Approximately 40% of total cytosolic protein bound to the resin, as determined by Bradford assay. An aliquot of the resin-bound protein was extracted for subsequent 2D-gel analysis prior to elution (see Figure2, top left panel); ˜100mg resin was extracted in 250µl urea sample buffer (USB; 8% urea, 2% NP-40, 18 mM DTT), and the solubilized protein recovered in a spin column (Costar Spin-X, cellulose acetate membrane). Ligand-specific elution was carried out using 5ml (one half column volume) of each ligand at 1 mM in CB. Ligands were applied in series, and the column was washed with 20ml (2 column volumes) CB between ligands. Up to 20 different ligands were used to elute proteins from a single column. Columns were monitored using an in-line flow cell at 260 nm. Peak ligand fractions were pooled and the protein precipitated by addition of 100% iced TCA to a final concentration of 20%. Precipitated proteins were recovered by centrifugation, washed with acetone, and solubilized in 300µl urea sample buffer. Recovered proteins were fractionated by 2-dimensional IEF-SDS-PAGE, using 13cm pH 3–10 NL Immobilon gradient strips in the first dimension (Pharmacia Biotech IPGphor system, as per the manufacturer's instructions), and 15% SDS slab gels in the second dimension. Proteins were stained with Coomassie Brilliant Blue R250; excised protein spots were trypsinized in situ; recovered peptides were analyzed by MALDI-TOF MS, and peptide masses were matched to predicted proteins in the Mtb genome [16].

We observed ligand-specific release of distinct assortments of individual proteins from the resin by many different ligands such as NAD and ATP (Fig.2). Furthermore, the release of individual proteins from the Mtb protein-loaded resin was sensitive to small differences in the structure of individual ligands, such as the presence of methyl and phosphate groups on adenosine (Fig.3).

Figure 2. Ligand-specific elution of native Mtb proteins from Cibacron Blue F3GA resin. Two dimensional IEF-SDS-PAGE separation of Mtb cytosolic proteins that bind to the F3GA resin (top left panel), or are subsequently eluted by the indicated nucleotide at a concentration of 1 mM. Data are from three different experiments, as per figure 1. Only that portion of each gel corresponding to molecular mass ˜100 to 35 kDa (top to bottom) and pI ˜6 to 4.5 (left to right) is shown. Protein identities are indicated by locus tag number (see Table 1).

Figure 3. Selective elution of native Mtb proteins from F3GA resin by adenosine and adenosine analogs. Two dimensional IEF-SDS-PAGE separation of Mtb cytosolic proteins bound to F3GA and eluted successively by adenosine and related compounds. Ligands were applied to the column in the same order as the panels (from top left to bottom right, in order of increasing ligand mass), from a single experiment as per Figure 1. Rv0577 eluted with adenosine and both of the methyl-adenosine xenobiotics, but not with nucleotides. Conditions were as in Figure 2, except that proteins were stained with silver.

A summary of the predicted identities and functions (in Genbank) of the native Mtb proteins identified in different fractions described in Figure 1 are given in Tables 1 and 2. Table 1 lists 26 proteins that exhibited ligand-specific elution and in Table 3 these elution results are compared with the ligands associated with predicted protein functions available in public gene data bases. These tabulated results provide annotations of gene and predicted protein function at several levels. First, these data provide the first direct evidence that 28 Mtb proteins predicted from analysis of the Mtb genome exist in vivo (eight other proteins in Table 1 and 2, see footnotes). Second, the ligand-elution data provide specific annotations as to ligands that bind to these proteins. In the cases of Rv2671 and Rv3336c, for example, Table 3 shows that they bind NADPH and ATP, respectively. Table 3 contains many examples of consistency between nucleotide-elution data and the predicted ligand specificity based on gene sequence comparisons; Nineteen of the proteins in Table 3 were eluted by the predicted ligand or a very closely related one (e.g. NADP vs. NADH). Half (18/36) of the proteins identified in Tables 1 and 2 contain one or two Rossmann signatures that are associated with many nucleotide-binding proteins, including some with extensions beyond the GX1–2GXXG core [17] sequence.

Table 1. Functional predictions for nucleotide-binding proteins from M. tuberculosis cytosolic extracts, identified by dye-ligand chromatography.

Locus tag

Protein name in GenBank

Rossmann motif

Amino acid transport and metabolism

Rv1133c

methyltransferase metE

no

aRv2220

glutamine synthetase glnA1

no

aRv2780

secreted L-alanine dehydrogenase ald

VIGAGTAGYNAA

Rv3754

prephenate dehydrogenase tyrA

VLGLGLIGGSIM

Carbohydrate transport and metabolism

Rv1023

phosphopyruvate hydratase eno

STGLGDEGGFAP

Rv1122

6-phosphogluconate dehydrogenase gnd2

MIGLGRMGANIV

Lipid transport and metabolism

Rv0468

3-hydroxybutyryl-CoA dehydrogenase fadB2

VVGAGQMGSGIA

Rv0751c

3-hydroxyisobutyrate dehydrogenase mmsB

FLGLGNMGAPMS

Rv0824c

acyl-[acyl-carrier-protein] desaturase desA1

NMGMDGAWGQWVN

Rv0859

acetyl-CoA acetyltransferase fadA

no

Rv0860

fatty acid oxidation protein fadB

VLGAGMMGAGIA

IVGYSGPAGTGKA

Nucleotide transport and metabolism

Rv1843c

IMP dehydrogenase guaB1

AVGINGDVGAKAR

aRv2445c

nucleotide diphosphate kinase ndkA

no

Other metabolism

Rv0927c

short-chain dehydrogenase

no

Rv2671

hypothetical protein, possible ribD

no

Energy production and conversion

Rv0155

NAD(P) transhydrogenase pntAa

VLGVGVAGLQAL

Rv0223c

aldehyde dehydrogenase

no

Rv0458

aldehyde dehydrogenase

QSGIGREGHQMM

Rv2858c

aldehyde dehydrogenase aldC

no

Rv3293

piperideine-6-carboxilic acid dehydrogenase pcd

no

aRv3913

thioredoxin reductase trxB2

VIGSGPAGYTAA

Other cellular processes

Rv1511

GDP-D-mannose 4,6 dehydratase gmdA

ITGITGQDGSYLA

Rv3336c

tryptophanyl-tRNA synthetase trpS

no

Poorly characterized

Rv0484c

short-chain oxidoreductase

no

Rv0577

hypothetical protein

no

Rv1544

possible ketoacyl reductase

SAGFGTSGRFWE

Locus tag (Rv numbers) are gene identifiers for predicted open reading frames (ORFs) in the M. tuberculosis H37Rv genome (accessed through NCBI Entrez Gene at http://www.ncbi.nlm.nih.gov/sites/entrez? db=gene). For each protein recovered by dye-ligand chromatography, the masses of tryptic peptides were determined by MALDI and matched to ORFs by ProteinProspector (http://prospector.ucsf.edu/).

Rossmann motif shows which proteins contain the GX1–2GXXG core sequence characteristic of FAD, NAD(P)-binding proteins that form a Rossmann fold (BOLD), and those that also have the extended sequence shown to stabilize the fold structure (ITALIC; I or V in the 1st position shown, and A or G in the last) (Ref. 17). Note that Rv0860 contains 2 motifs.

a Indicates 4 proteins that have been previously studied (see also Table 2). The remainder are shown here, for the first time, to be expressed in vivo.

Table 2. M. tuberculosis proteins identified in this study for which no ligand-binding information was determined.

Locus tag

Protein name in GenBank

bRossmann motif

Lipid transport and metabolism

Rv0154c

probable acyl-CoA dehydrogenase fadE2

no

Rv0242c

3-ketoacyl-(acyl-carrier-protein) reductase fabG4

LVGNGSIGEGGR

IAGIAGNRGQTNY

Rv2831

enoyl-CoA hydratase echA16

no

aRv3280

propionyl-CoA carboxylase (beta chain 5) accD5

VMGASGAVGFVYR

Energy production and conversion

Rv3520

possible coenzyme F420-dependent oxidoreductase

ILGLGVSGPQVV

LTGEGTTGLGKA

Molecular chaperones

aRv0350

molecular chaperone DnaK

no

aRv0440

chaperonin groEL

VPGGGDMGGMDF

aRv2031c

heat shock protein hspX

no

Rv2462c

trigger factor tig

no

Poorly characterized

Rv2731

conserved hypothetical alanine/arginine rich protein

no

Proteins listed are those which bound to the affinity resin but did not elute with any of the test ligands (e.g., see Figure 1). In addition, all of the Molecular Chaperones were ubiquitous; present at low levels in all samples, including ligand-free washes.

a, b See Table 1 footnotes. Note that Rv0242c and Rv3520 each contain 2 Rossmann motifs.

Some of the ligand-protein combinations identified by ligand elution are unexpected or not predicted from sequence analyses and GenBank annotations (http://www.ncbi.nlm.nih.gov/Genbank/index.html). For example, Rv0577 has neither a Rossmann signature, nor any GenBank annotation suggesting nucleoside-dependent function. We therefore targeted such proteins for recombinant expression to examine ligand-protein interactions under conditions where the quantities and concentration of protein are well-defined, and the effects of different ligands on protein-dye interactions can be more readily compared. The method with crude extracts, just described, is a positive screen only; proteins that elute with ligands may not be picked up due to protein abundance or detection issues, and the order of eluting ligands can influence gel spot intensity and resolution for proteins which are substantially depleted by several related ligands. Moreover, some proteins retained on the column may be bound via other proteins in native complexes, rather than directly to the dye, while other proteins may have increased or unchanged affinity for the dye when bound to ligands.

Table 3. Predicted ligand-protein interactions for native M. tuberculosis proteins versus interactions observed by dye-ligand chromatography.

Locus tag

a Predicted

interactions

b Ligand[s] causing elution

from F3GA resin

Rv0155

NAD[P][H]

NADH

Rv0223c

NAD[P][H]

ATP

Rv0458

NAD[H]

N(6)mAdo, NAD

Rv0468

NAD[P][H]

NADH

Rv0484c

NAD[P][H]

NADPH

Rv0577

na

N(6)mAdo, 2mAdo >> Ado, FAD

Rv0751c

NAD[H]

NAD

Rv0824c

NADPH

NADPH

Rv0859

na

NAD[H]

Rv0860

NAD[H]

NAD[H]

Rv0927c

NAD[P][H]

NADP[H]

Rv1023

na

ATP

Rv1122

NADP[H]

NADH

Rv1133c

na

N(6)mAdo > ATP, GTP

Rv1511

NADP[H]

GTP

Rv1544

NAD[P][H]

NADPH

Rv1843c

NAD[H]

GMP

Rv2220

ATP/ADP/AMP

2mAdo >> N(6)mAdo > ATP, FAD

Rv2445c

NTP/NDP

ATP>GTP>>ubiquitous c

Rv2671

NADP[H]

NADPH

Rv2780

NAD[H]

NADH, ATP, cAMP >> ADP, Ado, N(6)mAdo

Rv2858c

NAD[H]

NADP > NADPH, NAD

Rv3293

NAD[P][H]

NADH

Rv3336c

ATP/AMP

ATP

Rv3754

NAD[H]

NADP

Rv3913

NADP[H], FAD

NADP

a Predicted interactions were compiled from biochemical studies of homologous proteins in other species, available in the NCBI, Prosite and BRENDA databases, and is not available (na) for all proteins.

b Ligands causing elution were observed experimentally for each protein. Relative spot intensities observed on 2-D gels are indicated by rank order, and do not reflect a systematic analysis of relative ligand affinity.

c See Table 2 footnote re ubiquitous proteins.


Analysis of the Specificity of Ligand-protein Interactions with Recombinant Proteins and Dye-ligand Chromatography

In the second ligand-specific elution screen for nucleoside/nucleotide-protein interactions, single recombinant Mtb proteins were adsorbed on multiple small (mg) aliquots of F3GA resin in spin columns, and assayed for elution by various nucleotides and nucleosides using one ligand per column, as outlined in Figure 4. The use of purified recombinant proteins permitted us to identify effects of a single variable (ligand structure) on the stability of the dye-protein complexes. We found clear differences in the release of a particular protein from the affinity resin by various ligands, shown for Rv0577 in Figure 5. We posit that greater amounts of eluted protein reflect stronger interaction between the protein and eluting ligand. Here, a stronger interaction between a protein and the eluting ligand could be due either to a direct interaction of the ligand at the dye-binding site of the protein, or binding at a site remote from the dye-binding site that causes conformational changes in the protein and weakens protein-dye interactions [12]. Further, only interactions that lead to a decrease in dye-binding affinity are expected to result in elution of a protein.

Figure 4. Analysis of nucleoside-ligand binding by recombinant proteins. Recombinant proteins were evaluated for their ligand-binding properties using a modified affinity elution chromatography protocol (22): individual proteins were diluted to 2mg/ml in CB and adsorbed to multiple small aliquots of F3GA resin (100µg protein per 10mg resin] in 2ml spin-columns (Costar Spin-X, cellulose acetate membrane). Binding was for 1h at 4°C with very gentle vortexing, followed by recovery of unbound protein (flow-through fraction) and washing of the resin (8×0.4ml washes with CB); spin-columns were micro-centrifuged for 30s at 13000g, to recover fractions and change solutions. Individual spin-columns containing resin-bound proteins were then incubated (as for protein binding, above) with 50µl 1 mM test ligand in CB, and the elution fractions recovered by centrifugation. Protein, which remained bound to the resin was recovered by heating at 95°C for 5min in100µl SDS sample buffer, and centrifugation (resin fraction). Aliquots of initial protein, spin-column flow-through and eluate fractions were diluted 1:1 with 2X SDS sample buffer. Equal proportions of all fractions (equivalent to 1µg input protein) were loaded on 15% polyacrylamide one-dimensional mini-gels and stained with silver or Coomassie blue R250.

Figure 5. Ligand-specific elution of recombinant Mtb protein Rv0577 from Cibacron Blue F3GA resin. The protocol is described in Figure 4. Shown is the protein input (Rv0577), the protein that did not bind (FT), and the protein that was either released from F3GA resin by buffer or 9 different ligands (eluates) or remained bound to F3GA in the presence of the ligands (resins). SRI0977=N(6)methyladenosine; SRI2085=2methyladenosine. Silver staining shows release of Rv0577 from F3GA by nucleosides, but not by nucleotides.

The results with purified recombinant Mtb proteins such as Rv0577 (Fig.5) are consistent with the observations from experiments with crude cytosolic extracts (Fig.3; Table 3), which indicated that these proteins are nucleoside/nucleotide-binding proteins. Protein Rv0577 was eluted by the nucleoside adenosine as well as by methylated adenosine xenobiotics that are anti-Mtb drug candidates [3], whereas the common purine-containing mono- and di-nucleotides (AMP/ADP/ATP/NAD/NADH/GTP) did not promote release from the dye-resin (Fig.5; Table 3).


Conclusions

We conclude that the two ligand-specific elution screens described here are useful for obtaining clues about the functions of members in the important class of nucleoside-binding proteins and their parent genes. Affinity methods are often effective in picking out functional classes of proteins from complex mixtures [e.g. 18], and our first dye-based screen followed this paradigm, sorting soluble proteins from a crude cell extract according to their ability to be released from the F3GA dye by millimolar concentrations of nucleosides (Figs. 2 and 3; Table 3). In addition to uncovering the natural ligands that nucleoside/nucleotide-binding proteins can associate with in cells, the dye-based screens can be extended to identify protein targets of nucleoside-analogs of interest as potential drugs [3]. Used in tandem, the two screens allow proteins to be selected from crude cell extracts as candidate nucleoside/nucleotide-binding proteins and further examined, after cloning and expression, with respect to ligand preferences. Our results with proteins in crude extracts provided evidence that many proteins bind to multiple ligands (Table 3), findings that were confirmed in screens with pure, recombinant versions under conditions where differential release of protein from the dye resin can be assigned to differences in ligand structure (example shown in Figure5). The data from these combined screens are useful for confirming, refining or challenging gene annotations based on sequence analysis [e.g. 10, 11], and may also serve to complement the wealth of virtual ligand screening methodologies [19]. Furthermore, the ligand-binding data can guide protein crystallization efforts aimed at protein function via structure determination. In this context, information on ligands likely has considerable practical benefits, given that protein crystallization is often greatly improved by inclusion of ligands during crystal formation [20], and production of crystals suitable for analysis by X-ray diffraction is the principal bottleneck in structural genomics efforts today [21] (PSI target status website; http://sg.pdb.org/target_centers.html).


Acknowledgements

We thank Dr. W.W.P. Chang for help developing affinity sorting methods for cell extracts; Dr. J.T. Belisle for Mtb cytosol extracts (as part of NIH, NIAID Contract No. HHSN266200400091C to Colorado State University, Fort Collins, CO); Dr. R.C. Reynolds, Southern Research Institute, Birmingham, AL, for supplying the two methylated adenosine derivatives (SRI0977 and SRI2805); N. Maes and E. Z. Alipio Lyon for technical assistance. This work was in part supported by the LANL-UCR CARE program (STB-UC:06–29) and the NIGMS Protein Structure Initiative program (NIH U54 GM074946–01).


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Published in: "Systems Chemistry", Martin G. Hicks & Carsten Kettner (Eds.),

Proceedings of the Beilstein-Institut Workshop, May 26th – 30th, 2008, Bozen, Italy.


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