Integrated Omics for the global mapping of biomolecules in LDL

A. Reis, C.M. Spickett, A. Rudnitskaya

Research output: Contribution to journalConference abstract

Abstract

Circulating low density lipoproteins (LDL) are thought to play a crucial role in the onset and development of atherosclerosis, though the detailed molecular mechanisms responsible for their biological effects remain controversial. The complexity of biomolecules (lipids, glycans and protein) and structural features (isoforms and chemical modifications) found in LDL particles hampers the complete understanding of the mechanism underlying its atherogenicity. For this reason the screening of LDL for features discriminative of a particular pathology in search of biomarkers is of high importance. Three major biomolecule classes (lipids, protein and glycans) in LDL particles were screened using mass spectrometry coupled to liquid chromatography. Dual-polarity screening resulted in good lipidome coverage, identifying over 300 lipid species from 12 lipid sub-classes. Multivariate analysis was used to investigate potential discriminators in the individual lipid sub-classes for different study groups (age, gender, pathology). Additionally, the high protein sequence coverage of ApoB-100 routinely achieved (≥70%) assisted in the search for protein modifications correlating to aging and pathology. The large size and complexity of the datasets required the use of chemometric methods (Partial Least Square-Discriminant Analysis, PLS-DA) for their analysis and for the identification of ions that discriminate between study groups. The peptide profile from enzymatically digested ApoB-100 can be correlated with the high structural complexity of lipids associated with ApoB-100 using exploratory data analysis. In addition, using targeted scanning modes, glycosylation sites within neutral and acidic sugar residues in ApoB-100 are also being explored. Together or individually, knowledge of the profiles and modifications of the major biomolecules in LDL particles will contribute towards an in-depth understanding, will help to map the structural features that contribute to the atherogenicity of LDL, and may allow identification of reliable, pathology-specific biomarkers. This research was supported by a Marie Curie Intra-European Fellowship within the 7th European Community Framework Program (IEF 255076). Work of A. Rudnitskaya was supported by Portuguese Science and Technology Foundation, through the European Social Fund (ESF) and "Programa Operacional Potencial Humano - POPH".
Original languageEnglish
Article number0560
Pages (from-to)S212
Number of pages1
JournalFree Radical Biology and Medicine
Volume53
Issue numberSupplement 1
DOIs
Publication statusPublished - Sep 2012
EventSociety for Free Radical Research International 16th Biennial Meeting - Imperial College London, London, United Kingdom
Duration: 6 Sep 20129 Sep 2012

Fingerprint Dive into the research topics of 'Integrated Omics for the global mapping of biomolecules in LDL'. Together they form a unique fingerprint.

  • Research Output

    • 6 Meeting abstract
    • 1 Article

    Mapping oxidative modifications of PTEN

    Tveen Jensen, K., Calimport, S. R. G., Verrastro, I., Spickett, C. M. & Pitt, A. R., Sep 2012, In : Free Radical Biology and Medicine. 53, Supplement 1, p. S213 1 p., 0576.

    Research output: Contribution to journalConference abstract

  • Mass spectrometry analysis of modified bee venom phospholipase A2 in correlation with increased activity

    Pasha, S., Mahalka, A. K., Reis, A., Pitt, A. R., Kinnunen, P. K. J. & Spickett, C. M., 2 Sep 2012, In : Free Radical Biology and Medicine. 53, Supplement 1, p. S213-S214 2 p., 0578.

    Research output: Contribution to journalConference abstract

  • Mass spectrometry based strategies in the mapping of modified LDL

    Reis, A. & Spickett, C. M., Sep 2012, In : Free Radical Biology and Medicine. 53, Supplement 1, p. S252 1 p., HNE.P.17 .

    Research output: Contribution to journalConference abstract

  • Cite this