Annelies Vertommen

PROTEOME ANALYSIS OF NON-MODEL PLANTS: A CHALLENGING BUT POWERFUL APPROACH

Biological research has focused in the past on model organisms and most of the functional genomics studies in the field of plant sciences are still performed on model species or species that are characterized to a great extent. However, numerous non-model plants are essential as food, feed, or energy resource. Some features and processes are unique to these plant species or families and cannot be approached via a model plant. The power of all proteomic and transcriptomic methods, that is, high-throughput identification of candidate gene products, tends to be lost in non-model species due to the lack of genomic information or due to the sequence divergence to a related model organism. Nevertheless, a proteomics approach has a great potential to study non-model species. This work reviews non-model plants from a proteomic angle and provides an outline of the problems encountered when initiating the proteome analysis of a non-model organism. The review tackles problems associated with (i) sample preparation, (ii) the analysis and interpretation of a complex data set, (iii) the protein identification via MS, and (iv) data management and integration. We will illustrate the power of 2DE for non-model plants in combination with multivariate data analysis and MS/MS identification and will evaluate possible alternatives.

A workflow for peptide-based proteomics in a poorly sequenced plant: A case study on the plasma membrane proteome of banana

Membrane proteins are an interesting class of proteins because of their functional importance. Unfortunately their analysis is hampered by low abundance and poor solubility in aqueous media. Since shotgun methods are high-throughput and partly overcome these problems, they are preferred for membrane proteomics. However, their application in non-model plants demands special precautions to prevent false positive identification of proteins. In the current paper, a workflow for membrane proteomics in banana, a poorly sequenced plant, is proposed. The main steps of this workflow are (i) optimization of the peptide separation, (ii) performing de novo sequencing to allow a sequence homology search and (iii) visualization of identified peptide-protein associations using Cytoscape to remove redundancy and wrongly assigned peptides, based on species-specific information. By applying this workflow, integral plasma membrane proteins from banana leaves were successfully identified.

Challenges and solutions for the identification of membrane proteins in non-model plants.

The workhorse for proteomics in non-model plants is classical two-dimensional electrophoresis, a combination of iso-electric focusing and SDS-PAGE. However, membrane proteins with multiple membrane spanning domains are hardly detected on classical 2-DE gels because of their low abundance and poor solubility in aqueous media. In the current review, solutions that have been proposed to handle these two problems in non-model plants are discussed. An overview of alternative techniques developed for membrane proteomics is provided together with a comparison of their strong and weak points. Subsequently, strengths and weaknesses of the different techniques and methods to evaluate the identification of membrane proteins are discussed. Finally, an overview of recent plant membrane proteome studies is provided with the used separation technique and the number of identified membrane proteins listed.

The use of 2D-electrophoresis and de novo sequencing to characterize inter- and intra-cultivar protein polymorphisms in an allopolyploid crop.

Polyploidy and allopolyploidy have played an important role in the evolution of many plants and crops. Several techniques exist to characterize allopolyploid varieties. Analyzing the consequences of genomic reorganization at the gDNA level is a prerequisite but a better insight into the consequences for the phenotype is also primordial. As such, protein polymorphism analysis is important in understanding plant and crop biodiversity and is a driving force behind crop improvement. Our strategy to analyze protein isoforms and to detect possible gene silencing or deletion in bananas was based on protein analysis. Bananas are a good representative of a complex allopolyploid and important crop. We combined two-dimensional electrophoresis (2DE) and 2D DIGE with de novo MS/MS sequence determination to characterize a range of triploid varieties. Via Principal Component Analysis (PCA) and hierarchical clustering we were able to blindly classify the different varieties according to their presumed genome constitution. We report for the first time the application of an automated approach for the derivatization of peptides for facilitated MS/MS de novo sequence determination. We conclude that the proteome does not always correspond to the presumed genome formulae and that proteomics is a powerful tool to characterize varieties. The observations at the protein level provide good indications for a more complex genome structure and genomic rearrangement in some banana varieties.

Sugar-mediated acclimation: the importance of sucrose metabolism in meristems.

We have designed an in vitro experimental setup to study the role of sucrose in sugar-mediated acclimation of banana meristems using established highly proliferating meristem cultures. It is a first step toward the systems biology of a meristem and the understanding of how it can survive severe abiotic stress. Using the 2D-DIGE proteomic approach and a meristem-specific EST library, we describe the long-term acclimation response of banana meristems (after 2, 4, 8, and 14 days) and analyze the role of sucrose in this acclimation by setting up a control, a sorbitol, and a sucrose acclimation treatment over time. Sucrose synthase is the dominant enzyme for sucrose breakdown in meristem tissue, which is most likely related to its lower energy consumption. Metabolizing sucrose is of paramount importance to survive, but the uptake of sugar and its metabolism also drive respiration, which may result in limited oxygen levels. According to our data, a successful acclimation is correlated to an initial efficient uptake of sucrose and subsequently a reduced breakdown of sucrose and an induction of fermentation likely by a lack of oxygen.

Evaluation of chloroform/methanol extraction to facilitate the study of membrane proteins of non-model plants

Membrane proteins are of great interest to plant physiologists because of their important function in many physiological processes. However, their study is hampered by their low abundance and poor solubility in aqueous buffers. Proteomics studies of non-model plants are generally restricted to gel-based methods. Unfortunately, all gel-based techniques for membrane proteomics lack resolving power. Therefore, a very stringent enrichment method is needed before protein separation. In this study, protein extraction in a mixture of chloroform and methanol in combination with gel electrophoresis is evaluated as a method to study membrane proteins in non-model plants. Benefits as well as disadvantages of the method are discussed. To demonstrate the pitfalls of working with non-model plants and to give a proof of principle, the method was first applied to whole leaves of the model plant Arabidopsis. Subsequently, a comparison with proteins extracted from leaves of the non-model plant, banana, was made. To estimate the tissue and organelle specificity of the method, it was also applied on banana meristems. Abundant membrane or lipid-associated proteins could be identified in both tissues, with the leaf extract yielding a higher number of membrane proteins.

Plant Plasma Membrane Proteomics: Challenges and Possibilities

Plasma membrane proteins are challenging to study due to their hydrophobicity and low abundance. Extraction of plasma membranes from plants is complicated by the rigid plant cell wall. The most commonly used method to enrich for plant plasma membranes is the aqueous-polymer two-phase system. Many gel-based separation techniques have been used in plasma membrane proteomics studies including one-dimensional SDS-PAGE, classical two-dimensional electrophoresis based on isoelectric focussing and SDS-PAGE, double SDS-PAGE, Blue Native-PAGE and 16-BAC-PAGE. Some of the difficulties associated with gel-based separation of hydrophobic proteins can be bypassed by the use of gel-free approaches which involve in-solution separation of proteins or liquid chromatography-based separation of peptides. Mass spectrometry is subsequently used for identification of proteins. An overview is presented of the most commonly used methods for analysis of plant plasma membrane proteomes, their strengths and weaknesses.