Research Objectives

Working Package 1 - Polymer Synthesis and Molecular Characterization. Thermal and Optical Properties. Solubility and Stability Studies

In this work package a series of linear random or block copolymers with different compositions will be synthesized through anionic, controlled/ living radical polymerizations (NMRP, ATRP, RAFT) and ring opening polymerizations having molecular weights between 5,000 and 15,000 g/mol and low molecular weight polydispersity indices (Ð <1.2). All samples will be initially characterized molecularly with size exclusion chromatography (SEC), proton nuclear magnetic resonance spectroscopy (1H-NMR) and MALDI TOF mass spectroscopy to determine the molecular weight, chemical composition and molecular weight distribution. Differential scanning calorimetry (DSC), x-ray diffraction (XRD), and UV/Vis measurements will be performed to study the degree of crystallinity and the optical properties (absorption spectra) of all synthesized polymers. The solubility of all random and block copolymers in common organic solvents will also be evaluated, as well as their stability at different intensities of the N2 laser used at MALDI TOF MS.

Task 1.1

3 to 4 PS-b-PS-pyrene and another 3 to 4 PMA-b-PMA-pyrene diblock copolymers with different compositions of each block and an average molecular weight of 10,000 Da will be synthesized by anionic polymerization of styrene (or methacrylate) and sequential addition of the styrene-pyrene (or methacrylatepyrene) monomer. Subsequently, PS-co-PS-pyrene and PMA-co-PMA-pyrene random copolymers with different compositions of each block and an average molecular weight of 10,000 Da will be synthesized by Nitroxide Mediated Radical Polymerization (NMRP).

Task 1.2

Linear copolymers or terpolymers with appropriate chemical composition (wt% of each monomer), sequence of the monomeric units (block or random) and nature of the monomer (styrene or methacrylate) will be synthesized by NMRP or Atom Transfer Radical Polymerization (ATRP). These polymers will be capable of positive, or negative, or both modes analysis in MALDI. Initially, diblock copolymers or random copolymers of methacrylate-pyrene monomer (or styrene pyrene monomer), consecutively, or together, with acrylic acid will be synthesized by the above controlled/living radical polymerizations. Following the same synthetic protocol, diblock copolymers or random copolymers of methacrylate-pyrene monomer (or styrene-pyrene monomer), consecutively, or together, with diethylamino ethyl methacrylate will be synthesized by controlled/living radical polymerizations. As described above, molecular characterization with SEC, 1H-NMR and MALDI will be carried out for each of the synthesized polymer.

Task 1.3

Synthesis of linear random terpolypeptides capable of both positive and negative mode, with increased solubility in common organic solvents, high absorbance at 337 nm, low molecular weight distribution and molecular weights ranging between 5,000 Da and 15,000 Da. The synthesis of the terpolypeptides will involve the ring-opening polymerization of the N-carboxy anhydrides of the protected amino acids. For the monomer of L-lysine, BOC-protection will be used, while for the L-glutamic acid the benzyl ester will be used as the protective group. The monomers will be synthesized by reaction of the protected amino acids with triphosgene.

Working Package 2 - Development of analytical platforms for investigation of biologically relevant LMWCs using synthesized polymers as MALDI matrices

In this work package the synthesized polymers will be studied about their feasibility as MALDI matrices. Single analytes from different classes will be used for their ionization efficiency study, tested in different detection modes. Following the selection of the optimal conditions for each polymer matrix, advanced analytical platforms will be developed for a wide range of LMWCs, and optimized in terms of matrix/sample pretreatment, instrumentation, and data treatment procedures. The developed workflows will be subjected to the evaluation of their performance characteristics.

Task 2.1

Single LMWCs of different classes will be tested as target-compounds for the ionization ability of the synthesized polymers. The ionization efficiency of the synthesized polymers will be studied in both positive  and negative ionization mode using different detection modes. The resulted spectra will be compared about their performance with the mass spectra derived from the study of the same compounds using a common LMW MALDI matrix. Merging all the above data retrieved, the matrices will be categorized about their efficiency for each class. Following the selection of the optimum ratio, different spotting methods will be compared about their sensitivity, specificity, and experimental repeatability.

Task 2.2

The development of complementary methods that will provide high-throughput, comprehensive and unambiguous identification, and quantification of a wide range of biologically relevant  LMWCs, utilizing state of the art MALDI instrumentation. For each combination of matrix and groups of analytes, crucial instrumental parameters (MALDI, TIMS parameters) will be optimized for each detection mode improving throughput and depth of instrumentation. Improvements in sample preparation will be made to ensure reliable interpretation of data. Statistical workflows and machine learning algorithms will be implemented to handle the large datasets being produced. Molecular information will be implemented into molecular pathway databases for the complete characterization of LMW content in samples of interest and supervised and unsupervised prediction models will be applied for discrimination purposes.

Task 2.3

Aiming at the insurance of scientific correctness, a validation study will be performed to assure the overall performance of each developed analytical methodology. Numerous relevant overall performance indicators will be tested, including selectivity, specificity, accuracy, precision, linearity, range, limit of detection (LOD) and quantification (LOQ) of the analytes, ruggedness, and robustness.

Working Package 3 - Feasibility study of the developed matrices and analytical methodologies – MALDI-TIMS HRMS Imaging based toxicity assessment of whole zebrafish larvae exposed to xenobiotics (pharmaceuticals)

This work package aims to highlight that the combination of high-spatial-resolution and throughput imaging capabilities, with high-performance TIMS separations and polymer-based matrices provide a uniquely tunable platform to address many challenges associated with advanced molecular imaging applications of LMWCs. For that reason, zebrafish larvae exposed to xenobiotics (pharmaceuticals) will be used, as a feasibility study for the developed platforms from WP-1 and WP-2. Comprehensive xenometabolome (xenobiotics + bio-TPs) assessment of zebrafish larvae exposed to pharmaceuticals will be implemented. High-throughput multi-omics (metabolomics, lipidomics and proteomics) evaluation of zebrafish samples will be performed, to discover potential molecular alterations in LMW biomarkers of toxicity (metabolite, lipid and/or protein).

Task 3.1

Whole zebrafish larvae exposed to pharmaceuticals will be analyzed by means of MALDI-TIMS-HRMS, utilizing the methodologies developed in WP-1 and WP-2. Internal concentration (Cint) of pharmaceuticals will be determined by targeted analysis. Bio-TPs of pharmaceuticals will be identified. Spatial distribution of both the parent pharmaceutical as well as its bio-TPs will be performed. The potential target site of the tested pharmaceutical will be evaluated.

Task 3.2

MALDI-TIMS-HRMS based Imaging analyses of the aforementioned samples (Task 3.1) will be performed, aiming to cover a wide range of expressed (endogenous) molecules such as metabolites, lipids, and peptides. Sophisticated data processing tools will be used that allows the reconstruction, visualization, and statistical analysis of 2D and 3D Imaging datasets. Spatially significant expression of endogenous molecules will be evaluated. Regiospecific molecular differences will be identified in a multi-omic perspective, aiming to define tissue regions of interest (ROI). Regionally specific information will be combined with deep metabolomic, lipidomic and proteomic coverage as well as xenometabolome assessment (Task 3.1) for biomarker discovery and molecular characterization of the induced toxicity.

Task 3.3

Brightfield microscopy of stained tissues (hematoxylin and eosin stain) will be performed to obtain histological data for the exposed zebrafish. The thousands of ion images produced by the IMS experiments (Taks 3.1 & 3.2) will be integrated with histologically stained sections providing molecular context to histological analysis.