Mapping the proteome of thylakoid membranes by de novo sequencing of intermembrane peptide domains

The proteome of a membrane compartment has been investigated by de novo sequence analysis after tryptic in gel digestion. Protein complexes and corresponding protein subunits were separated by a 2-D Blue Native (BN)/SDS-PAGE system. The transmembrane proteins of thylakoid membranes from a higher plant (Hordeum vulgare L.) were identified by the primary sequence of hydrophilic intermembrane peptide domains using nano ESI-MS/MS-analysis. Peptide analysis revealed that lysine residues of membrane proteins are primarily situated in the intermembrane domains. We concluded that esterification of lysine residues with fluorescent dyes may open the opportunity to label membrane proteins still localized in native protein complexes within the membrane phase. We demonstrate that covalent labelling of membrane proteins with the fluorescent dye Cy3 allows high sensitive visualization of protein complexes after 2-D BN/SDS-PAGE. We show that pre-electrophoretic labelling of protein subunits supplements detection of proteins by post-electrophoretic staining with silver and CBB and assists in completing the identification of the membrane proteome.     

Coupling of native liquid phase isoelectrofocusing and blue native polyacrylamide gel electrophoresis: a potent tool for native membrane multiprotein complex separation

In this study, a new 3D native electrophoretic protocol is proposed for an exhaustive separation and identification of membrane proteins. It is based on native liquid phase isoelectrofocusing (N-LP-IEF) of protein complexes in the first dimension, followed by blue native polyacrylamide gel electrophoresis (BN-PAGE) in the second dimension, where both the pI and the molecular masses of protein complexes (2D N-LP-IEF-BN) were used to separate them in their native form. Finally, each single component can be resolved using denaturing electrophoresis (3D N-LP-IEF-BN-SDS-PAGE). The thylakoid membrane of spinach which contains four big protein complexes was chosen as a model for setting up analytical methods suitable for any membrane proteins. The pI-based MicroRotofor has a number of advantages over BN-PAGE: it does not require the addition of any chemicals, and separation of complexes is based on the protein's real physicochemical properties which inevitably change when dye is added. Results were more easily reproduced than with BN, and the pI of each native complex was also determined. Although some fractions still contained comigrating complexes after MicroRotofor, these were subsequently separated by BN for further analysis. Thus, highly hydrophobic complexes, such as ATP-synthetas and Cyt b6/f, were separated in native form as were various complexes of LHCII trimers, which have different pI but similar molecular masses. SDS-PAGE revealed almost all the subunits from the four photosynthetic complexes, indicating that by using 3D N-LP-IEF-BN-SDS-PAGE it is possible to achieve a greater degree of component identification than with 2D BN-SDS-PAGE.     

Low-SDS Blue native PAGE

SDS normally is strictly avoided during Blue native (BN) PAGE because it leads to disassembly of protein complexes and unfolding of proteins. Here, we report a modified BN-PAGE procedure, which is based on low-SDS treatment of biological samples prior to native gel electrophoresis. Using mitochondrial OXPHOS complexes from Arabidopsis as a model system, low SDS concentrations are shown to partially dissect protein complexes in a very defined and reproducible way. If combined with 2-D BN/SDS-PAGE, generated subcomplexes and their subunits can be systematically investigated, allowing insights into the internal architecture of protein complexes. Furthermore, a 3-D BN/low-SDS BN/SDS-PAGE system is introduced to facilitate structural analysis of individual protein complexes without their previous purification.     

Francisella tularensis membrane complexome by blue native/SDS-PAGE

The study of membrane proteins and membrane protein complexes (MPC) provides crucial information in the field of bacterial physiology and pathogenesis research. The method of blue native polyacrylamide gel electrophoresis and its combination with SDS-PAGE (BN/SDS-PAGE) were here employed to study the membrane complexome of an intracellular bacterium Francisella tularensis, the causative agent of a severe disease tularemia. In the presented study we describe the subunit composition and stoichiometry of several MPC involved in various cell functions (oxidative phosphorylation, membrane transport, cell division, membrane or periplasmic proteins folding, iron storage, phospholipid and cell envelope biosynthesis). Moreover, some undocumented or hypothetical MPC with possible connection to virulence factors were also proposed and some newly detected subunits were assigned to known complexes. The BN/SDS-PAGE combined with mass spectrometry appeared to be a strong tool in the investigation of membrane proteins and complexes and thus successfully complements the traditional electrophoresis approaches.     

LC‐MS/MS as an alternative for SDS‐PAGE in blue native analysis of protein complexes

Two‐dimensional blue native/SDS‐PAGE is widely applied to investigate native protein–protein interactions, particularly those within membrane multi‐protein complexes. MS has enabled the application of this approach at the proteome scale, typically by analysis of picked protein spots. Here, we investigated the potential of using LC‐MS/MS as an alternative for SDS‐PAGE in blue native (BN) analysis of protein complexes. By subjecting equal slices from BN gel lanes to label‐free semi‐quantitative LC‐MS/MS, we determined an abundance profile for each protein across the BN gel, and used these profiles to identify potentially interacting proteins by protein correlation profiling. We demonstrate the feasibility of this approach by considering the oxidative phosphorylation complexes I–V in the native human embryonic kidney 293 mitochondrial fraction, showing that the method is capable of detecting both the fully assembled complexes as well as assembly/turnover intermediates of complex I (NADH:ubiquinone oxidoreductase). Using protein correlation profiling with a profile for subunits NDUFS2, 3, 7 and 8 we identified multiple proteins possibly involved in the biogenesis of complex I, including the recently implicated chaperone C6ORF66 and a novel candidate, C3ORF60.     

High throughput two-dimensional blue-native electrophoresis: a tool for functional proteomics of mitochondria and signaling complexes

The recent upsurge in proteomics research has been facilitated largely by streamlining of two-dimensional (2-D) gel technology and the parallel development of facile mass spectrometry for analysis of peptides and proteins. However, application of these technologies to the mitochondrial proteome has been limited due to the considerable complement of hydrophobic membrane proteins in mitochondria, which precipitate during first dimension isoelectric focusing of standard 2-D gels. In addition, functional information regarding protein:protein interactions is lost during 2-D gel separation due to denaturing conditions in both gel dimensions. To resolve these issues, 2-D blue-native gel electrophoresis was applied to the mitochondrial proteome. In this technique, membrane protein complexes such as those of the respiratory chain are solubilized and resolved in native form in the first dimension. A second dimension sodium dodecyl sulfate-polyacrylamide gel electrophoresis gel then denatures the complexes and resolves them into their component subunits. Refinements to this technique have yielded the levels of throughput and reproducibility required for proteomics. By coupling to tryptic peptide fingerprinting using matrix-assisted laser desorption/ionization-time of flight mass spectrometry, a partial mitochondrial proteome map has been assembled. Applications of this functional mitochondrial proteomics method are discussed.     

Proteomic approach to characterize the supramolecular organization of photosystems in higher plants

A project to investigate the supramolecular structure of photosystems was initiated, which is based on protein solubilizations by digitonin, protein separations by Blue native (BN)-polyacrylamide gel electrophoresis (PAGE) and protein identifications by mass spectrometry (MS). Under the conditions applied, nine photosystem supercomplexes could be described for chloroplasts of Arabidopsis, which have apparent molecular masses between 600 and 3200 kDa on BN gels. Identities of the supercomplexes were determined on the basis of their subunit compositions as documented by 2D BN/SDS-PAGE and BN/BN-PAGE. Two supercomplexes of 1060 and approximately 1600 kDa represent dimeric and trimeric forms of photosystem I (PSI), which include tightly bound LHCI proteins. Compared to monomeric PSI, these protein complexes are of low abundance. In contrast, photosystem II mainly forms part of dominant supercomplexes of 850, 1000, 1050 and 1300 kDa. According to our interpretation, these supercomplexes contain dimeric PSII, 1-4 LHCII trimers and additionally monomeric LHCII proteins. The 1300-kDa PSII supercomplex (containing four LHCII trimers) is partially converted into the 1000-kDa PSII supercomplex (containing two LHCII trimers) in the presence of dodecylmaltoside on 2D BN/BN gels. Analyses of peptides of the trypsinated 1300-kDa PSII supercomplex by mass spectrometry allowed to identify known subunits of the PSII core complex and additionally LHCII proteins encoded by eight different genes in Arabidopsis. Further application of this experimental approach will allow new insights into the supermolecular organization of photosystems in plants.     

Analysis of membrane–protein complexes of the marine sulfate reducer Desulfobacula toluolica Tol2 by 1D blue native‐PAGE complexome profiling and 2D blue native‐/SDS‐PAGE

Sulfate‐reducing bacteria (SRB) obtain energy from cytoplasmic reduction of sulfate to sulfide involving APS‐reductase (AprAB) and dissimilatory sulfite reductase (DsrAB). These enzymes are predicted to obtain electrons from membrane redox complexes, i.e. the quinone‐interacting membrane‐bound oxidoreductase (QmoABC) and DsrMKJOP complexes. In addition to these conserved complexes, the genomes of SRB encode a large number of other (predicted) membrane redox complexes, the function and actual formation of which is unknown. This study reports the establishment of 1D Blue Native‐PAGE complexome profiling and 2D BN‐/SDS‐PAGE for analysis of the membrane protein complexome of the marine sulfate reducer Desulfobacula toluolica Tol2. Analysis of normalized score profiles of >800 proteins in combination with hierarchical clustering and identification of 2D BN‐/SDS‐PAGE separated spots demonstrated separation of membrane complexes in their native form, e.g. ATP synthase. In addition to the QmoABC and DsrMKJOP complexes, other complexes were detected that constitute the basic membrane complexome of D. toluolica Tol2, e.g. transport proteins (e.g. sodium/sulfate symporters) or redox complexes involved in Na⁺‐based bioenergetics (RnfABCDEG). Notably, size estimation indicates dimer and quadruple formation of the DsrMKJOP complex in vivo. Furthermore, cluster analysis suggests interaction of this complex with a rhodanese‐like protein (Tol2_C05230) possibly representing a periplasmic electron transfer partner for DsrMKJOP.     

Two-dimensional peptide mapping by polyacrylamide-gel electrophoresis with limited proteolysis in SDS

The peptide mapping method described by Cleveland, et al. (1) was improved to a two-dimensional analysis applicable to minute amounts (less than 0.5 microgram) of proteins. Radioiodinated proteins for analysis were purified by electrophoretic elution of the proteins from polyacrylamide gels into buffer containing 0.1% sodium dodecyl sulfate. The proteins were digested enzymatically in the presence of 0.1% sodium dodecyl sulfate and an excess of nonlabeled bovine serum albumin (0.2 mg/ml) relative to labeled substrate in order to attain reproducibility by maintaining a consistent substrate concentration among different samples. The peptides of these limited proteolytic products were resolved by two-dimensional polyacrylamide gel electrophoresis (isoelectric focusing followed by SDS-gels). The resulting 2D-peptide maps of murine and bovine albumin and a murine lymphocyte membrane protein, Tp100, showed excellent resolution and reproducibility.     

Isolation of thylakoid membrane complexes from rice by a new double-strips BN/SDS-PAGE and bioinformatics prediction of stromal ridge subunits interaction

Thylakoid membrane complexes of rice (Oryza sativa L.) play crucial roles in growth and crop production. Understanding of protein interactions within the complex would provide new insights into photosynthesis. Here, a new "Double-Strips BN/SDS-PAGE" method was employed to separate thylakoid membrane complexes in order to increase the protein abundance on 2D-gels and to facilitate the identification of hydrophobic transmembrane proteins. A total of 58 protein spots could be observed and subunit constitution of these complexes exhibited on 2D-gels. The generality of this new approach was confirmed using thylakoid membrane from spinach (Spinacia oleracea) and pumpkin (Cucurita spp). Furthermore, the proteins separated from rice thylakoid membrane were identified by the mass spectrometry (MS). The stromal ridge proteins PsaD and PsaE were identified both in the holo- and core- PSI complexes of rice. Using molecular dynamics simulation to explore the recognition mechanism of these subunits, we showed that salt bridge interactions between residues R19 of PsaC and E168 of PasD as well as R75 of PsaC and E91 of PsaD played important roles in the stability of the complex. This stromal ridge subunits interaction was also supported by the subsequent analysis of the binding free energy, the intramolecular distances and the intramolecular energy.     

Localization of 13 one-helix integral membrane proteins in photosystem II subcomplexes

Photosystem II is a multimeric protein complex of the thylakoid membrane in chloroplasts. Approximately half of the at least 26 different integral membrane protein subunits have molecular masses lower than 10 kDa. After one-dimensional (1D) or two-dimensional (2D) polyacrylamide gel electrophoresis (PAGE) separation, followed by enzymatic digestion of detected proteins, hardly any of these low-molecular-weight (LMW) subunits are detectable. Therefore, we developed a method for the analysis of highly hydrophobic LMW proteins. Intact proteins are extracted from acrylamide gels using a mixture of formic acid and organic solvent, precipitated with acetone, and analyzed by “top-down” mass spectrometry (MS). After offline nanoESI (electrospray ionization) MS, all LMW one-helix proteins from photosystem II were detected. In the four detected photosystem II supercomplexes of Nicotiana tabacum wild-type plants, 11 different one-helix proteins were identified as PsbE, -F, -H, -I, -K, -L, -M, -Tc, -W, and two isoforms of PsbX. The proteins PsbJ, -Y1, and -Y2 were localized in the buffer front after blue native (BN) PAGE, indicating their release during solubilization. Assembled PsbW is detected exclusively in supercomplexes, whereas it is absent in photosystem II core complexes, corroborating the protein’s function for assembly of the light-harvesting complexes. This approach will substantiate gel-blot immunoanalysis for localization and identification of LMW protein subunits in any membrane protein complex.     

The SecY membrane component of the bacterial protein export machinery: analysis by new electrophoretic methods for integral membrane proteins.

The product of the secY (prlA) gene (the SecY protein) involved in protein export in Escherichia coli was overproduced and localized in the cytoplasmic (inner) membrane. Because of its strong interaction with a non-ionic detergent (NP40), it partitioned into the detergent layer during electroblotting through a NP40-containing gel (detergent blotting), and it formed a horizontal streak in the O'Farrell two-dimensional gel electrophoretic system. Consequently, we developed an alternative two-dimensional gel procedure, which proved useful for analysis of integral membrane proteins, especially in combination with detergent blotting. SDS-gel electrophoresis was carried out successively through gels of lower (first dimension) and higher (second dimension) sieving effects. Many membrane proteins, unlike soluble proteins, formed spots off and above the diagonal line, and all of these spots partitioned exclusively into the detergent layer. A characteristic pattern of integral membrane proteins of E. coli was thus obtained and the spot of the SecY protein in the cytoplasmic membrane was identified even when it was not overproduced. These results show that the gene secY specifies an integral membrane component of the protein export machinery.     

Cryo-slicing Blue Native-Mass Spectrometry (csBN-MS), a Novel Technology for High Resolution Complexome Profiling

Blue native (BN) gel electrophoresis is a powerful method for protein separation. Combined with liquid chromatography-tandem mass spectrometry (LC-MS/MS), it enables large scale identification of protein complexes and their subunits. Current BN-MS approaches, however, are limited in size resolution, comprehensiveness, and quantification. Here, we present a new methodology combining defined sub-millimeter slicing of BN gels by a cryo-microtome with high performance LC-MS/MS and label-free quantification of protein amounts. Application of this cryo-slicing BN-MS approach to mitochondria from rat brain demonstrated a high degree of comprehensiveness, accuracy, and size resolution. The technique provided abundance-mass profiles for 774 mitochondrial proteins, including all canonical subunits of the oxidative respiratory chain assembled into 13 distinct (super-)complexes. Moreover, the data revealed COX7R as a constitutive subunit of distinct super-complexes and identified novel assemblies of voltage-dependent anion channels/porins and TOM proteins. Together, cryo-slicing BN-MS enables quantitative profiling of complexomes with resolution close to the limits of native gel electrophoresis.Blue native (BN)¹-PAGE and its colorless variant, colorless native PAGE, were originally developed by Schägger and co-workers as end point separation methods for characterization of solubilized mitochondrial membrane protein (super-)complexes under close-to-native conditions (1–3). Subsequently, native gel electrophoresis became the method of choice for first dimension separation followed by second dimension SDS-PAGE in two-dimensional gel-based proteomic analyses (2D-BN) of membrane protein complexes. After staining of the gel-separated proteins, protein spots are individually analyzed by different mass spectrometric methods, and the identified proteins were assigned to complexes based on their co-migration pattern (2D-BN-MS (4)). However, these 2D-BN-MS approaches exhibit the following severe shortcomings: (i) they are critically dependent on the staining properties of individual proteins; (ii) the size resolution of protein complexes is low; and (iii) the assignment of identified proteins to spots and complexes may be ambiguous. Therefore, application of 2D-BN-MS has remained largely restricted to the characterization of highly abundant and well defined membrane protein complexes such as complexes I–V of the respiratory chain in mitochondria (5–7), photosynthetic complexes (8–10), or viruses (11).In a first attempt to overcome these shortcomings of 2D-BN-MS, Wessels et al. (12) coupled BN-PAGE separation more directly to MS analysis by manually cutting the gel lane into 24 slices/sections of about 2 mm width that were separately digested and analyzed by liquid chromatography-tandem mass spectrometry (LC-MS/MS). Their study on HEK cell mitochondria identified 59 of the 90 canonical subunits of the oxidative respiratory chain (OXPHOS) complexes I–V. The respective protein abundance profiles (based on standard label-free quantification) showed clustering of their peak maxima into the expected complexes I–V. Since then, this one-dimensional BN-MS methodology has been gradually improved with respect to quality of the native gel separation, LC-MS/MS sensitivity, and robustness of the quantitative evaluation. Thus, two recent studies on human mitochondrial preparations (each analyzing two BN separations in 60 and 24 slices, respectively) reported identification and hierarchical profile clustering of 464 (13) and 437 (14) mitochondrial proteins. In these studies, 82/73 (including 8 single-peptide hits) and 55/54 (including 7 single-peptide hits) of the 90 known OXPHOS complex subunits were identified/clustered, respectively. Furthermore, TMEM126B was identified as a novel and essential subunit of an OXPHOS complex I assembly complex (13).Notably, all of these studies achieved clustering of protein profiles for the dominating populations of complexes, although they largely failed to obtain information on sub-complexes and super-complexes, most likely as a consequence of the strong undersampling in the first dimension (well below the resolution of BN-PAGE) and a limited dynamic range of MS-based identification and quantification.To improve the resolution of BN-MS for analysis of protein super-complexes and their subunit composition, we have recently started to develop sub-millimeter sampling of BN gel lane sections by using cryo-microtome slicing (15, 16). Here, we describe a new methodology for comprehensive and high resolution complexome profiling that combines this high resolution gel sampling method with a sensitive and precise label-free MS quantification workflow. Protein profiles determined in a mammalian mitochondrial membrane preparation showed a highly effective mass resolution (<5% molecular weight difference) over the whole BN-PAGE separation range and together covered a major portion of the mitochondrial membrane proteome.     

A proteomic approach for investigation of photosynthetic apparatus in plants

The proteome of the photosynthetic apparatus of barley (Hordeum vulgare), obtained by analysis of thylakoids without any previous fractionation, was mapped by native electrophoresis followed by sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) as the second dimension two-dimensional-blue native (2-D/BN)/SDS-PAGE). This protocol provided an excellent alternative to the 2-D-isoelectric focusing/sodium dodecyl sulfate-polyacrylamide gel electrophoresis for 2-D separation of the most hydrophobic thylakoid proteins. Monocots and dicots showed significant differences in the first dimension while in the second dimension patterns appeared similar. Identification of each spot was performed by internal peptide primary sequence determination using both nano-electrospray ionization tandem mass spectrometry and, to a lesser extent, peptide mass fingerprinting matrix-assisted laser desorption/ionization-time of flight using MALDI-TOF. This is due in particular to the fact that a limited number of peptides was obtained after trypsin digestion of these highly hydrophobic proteins. A larger number of peptides from hydrophilic intermembrane domains of transmembrane proteins were detected. Despite this, about 70% of the expected proteins were identified, including proteins with grand average of hydropathicity scores higher than 0.5. It is therefore reasonable to assert that protein hydrophobicity is not the limiting factor. Small proteins were not well identified with trypsin digestion. Instead some of these could be identified using acid hydrolysis. The method presented here does not require prefractionation of different thylakoid complexes and consequently gives confidence in comparing the proteome of the photosynthetic apparatus before and after treatment. It thus allows us to understand the molecular mechanisms underlying physiological adaptations of higher plants and to perform screening of photosynthetic mutants.     

Studies on bacterial chemotaxis. I. Separation of proteins from cell envelope of Escherichia coli.

Radioactive proteins from Escherichia coli cell envelope fraction were separated by two-dimensional polyacrylamide gel electrophoresis. Electrophoresis was carried out under several sets of conditions, and autoradiographs were obtained. Many of the proteins were separated at well-defined positions with good reproducibility. Some of the proteins moved relative to these stationary proteins depending at least two factors, i.e. the amount of proteins applied in the first dimension and the electric current applied in the second dimension. Among more than 200 spots, methyl-accepting chemotaxis protein and flagellin were identified by using labelled or cold preparations of these proteins as markers. Some of the spots were assigned to proteins from the outer membrane of the bacteria. The results provide a good foundation for comparative studies of membrane proteins from genetically altered strains of the bacteria.     

Rhizobial nod gene-inducing activity in pea nodulation mutants: dissociation of nodulation and flavonoid response

With the characterization of the total genomes of Arabidopsis thaliana and Oryza sativa , several putative plasma membrane components have been identified. However, a lack of knowledge at the protein level, especially for hydrophobic proteins, have hampered analyses of physiological changes. To address whether protein complexes may be present in the native membrane, we subjected plasma membranes isolated from Spinacia oleracea leaves to blue-native polyacrylamide gel electrophoresis (BN-PAGE). BN-PAGE is well established in the separation of functional membrane protein complexes from mitochondria and chloroplasts, but a resolved protein complex pattern from PM of eukaryotic cells has previously not been reported. Using this method, protein complexes from Spinacia oleracea PM could be efficiently solubilized and separated, including the highly hydrophobic aquaporin (apparent molecular mass 230 kDa), a putative tetramer of H⁺-ATPase, and several less abundant complexes with apparent masses around or above 750 kDa. After denaturation and separation of the complexes into their subunits in a second dimension (SDS-PAGE), several of the complexes were identified as hydrophobic membrane proteins. Large amounts of protein (up to 1 mg) can be resolved in each lane, which suggests that the method could be used to study also low-abundance protein complexes, e.g. under different physiological conditions.     

Identification and Analysis of Multi-Protein Complexes in Placenta

Placental malfunction induces pregnancy disorders which contribute to life-threatening complications for both the mother and the fetus. Identification and characterization of placental multi-protein complexes is an important step to integratedly understand the protein-protein interaction networks in placenta which determine placental function. In this study, blue native/sodium dodecyl sulfate polyacrylamide gel electrophoresis (BN/SDS-PAGE) and Liquid chromatography-tandem mass spectrometry (LC-MS/MS) were used to screen the multi-protein complexes in placenta. 733 unique proteins and 34 known and novel heterooligomeric multi-protein complexes including mitochondrial respiratory chain complexes, integrin complexes, proteasome complexes, histone complex, and heat shock protein complexes were identified. A novel protein complex, which involves clathrin and small conductance calcium-activated potassium (SK) channel protein 2, was identified and validated by antibody based gel shift assay, co-immunoprecipitation and immunofluorescence staining. These results suggest that BN/SDS-PAGE, when integrated with LC-MS/MS, is a very powerful and versatile tool for the investigation of placental protein complexes. This work paves the way for deeper functional characterization of the placental protein complexes associated with pregnancy disorders.     

Profiling the progression of cancer: separation of microsomal proteins in MCF10 breast epithelial cell lines using nonporous chromatophoresis

The heterogeneity of cellular protein expression has stimulated development of separations targeting smaller groups of related proteins rather than entire proteomes. The following work describes the development of a technique for the characterization of membrane subproteomes from five different breast epithelial cell lines. Intact membrane proteins are separated by hydrophobicity in the first dimension using nonporous reversed-phase high-performance liquid chromatography (RP-HPLC) to generate unique chromatographic profiles. Fractions of eluent are further separated using sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) to create distinct banding patterns. This hybrid liquid phase/gel phase method circumvents issues of membrane protein precipitation and provides a simple strategy aimed at isolating and characterizing a traditionally underrepresented protein class. Membrane protein profiles are created that discriminate between microsomal fractions of breast epithelial cells in different stages of neoplastic progression. Proteins are subsequently identified using matrix-assisted laser desorption/ionization - mass spectrometry (MALDI-MS) mass fingerprinting and MALDI-quadrupole time of flight - tandem mass spectrometry (QTOF-MS/MS) peptide sequencing. Furthermore, as this strategy preserves intact protein structure, further characterization can be performed on proteins producing mass fingerprint spectra and fragmentation spectra that did not result in database protein identifications. The coupling of nonporous RP-HPLC with SDS-PAGE provides a useful alternative to two-dimensional PAGE (2-D-PAGE) for membrane protein analysis.     

Unraveling tobacco BY-2 protein complexes with BN PAGE/LC-MS/MS and clustering methods

To understand physiological processes, insight into protein complexes is very important. Through a combination of blue native gel electrophoresis and LC-MS/MS, we were able to isolate protein complexes and identify their potential subunits from Nicotiana tabacum cv. Bright Yellow-2. For this purpose, a bioanalytical approach was used that works without a priori knowledge of the interacting proteins. Different clustering methods (e.g., k-means and hierarchical clustering) and a biclustering approach were evaluated according to their ability to group proteins by their migration profile and to correlate the proteins to a specific complex. The biclustering approach was identified as a very powerful tool for the exploration of protein complexes of whole cell lysates since it allows for the promiscuous nature of proteins. Furthermore, it searches for associations between proteins that co-occur frequently throughout the BN gel, which increases the confidence of the putative associations between co-migrating proteins. The statistical significance and biological relevance of the profile clusters were verified using functional gene ontology annotation. The proof of concept for identifying protein complexes by our BN PAGE/LC-MS/MS approach is provided through the analysis of known protein complexes. Both well characterized long-lived protein complexes as well as potential temporary sequential multi-enzyme complexes were characterized.