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1.
Sci Rep ; 11(1): 19364, 2021 09 29.
Article in English | MEDLINE | ID: mdl-34588529

ABSTRACT

Lipidomics has become an indispensable method for the quantitative assessment of lipid metabolism in basic, clinical, and pharmaceutical research. It allows for the generation of information-dense datasets in a large variety of experimental setups and model organisms. Previous studies, mostly conducted in mice (Mus musculus), have shown a remarkable specificity of the lipid compositions of different cell types, tissues, and organs. However, a systematic analysis of the overall variation of the mouse lipidome is lacking. To fill this gap, in the present study, the effect of diet, sex, and genotype on the lipidomes of mouse tissues, organs, and bodily fluids has been investigated. Baseline quantitative lipidomes consisting of 796 individual lipid molecules belonging to 24 lipid classes are provided for 10 different sample types. Furthermore, the susceptibility of lipidomes to the tested parameters is assessed, providing insights into the organ-specific lipidomic plasticity and flexibility. This dataset provides a valuable resource for basic and pharmaceutical researchers working with murine models and complements existing proteomic and transcriptomic datasets. It will inform experimental design and facilitate interpretation of lipidomic datasets.


Subject(s)
Lipid Metabolism , Lipidomics , Animals , Female , Male , Mice , Mice, Inbred C57BL
2.
Phytochem Anal ; 29(6): 601-612, 2018 Nov.
Article in English | MEDLINE | ID: mdl-29808582

ABSTRACT

INTRODUCTION: Dereplication, an approach to sidestep the efforts involved in the isolation of known compounds, is generally accepted as being the first stage of novel discoveries in natural product research. It is based on metabolite profiling analysis of complex natural extracts. OBJECTIVE: To present the application of LipidXplorer for automatic targeted dereplication of phenolics in plant crude extracts based on direct infusion high-resolution tandem mass spectrometry data. MATERIAL AND METHODS: LipidXplorer uses a user-defined molecular fragmentation query language (MFQL) to search for specific characteristic fragmentation patterns in large data sets and highlight the corresponding metabolites. To this end, MFQL files were written to dereplicate common phenolics occurring in plant extracts. Complementary MFQL files were used for validation purposes. RESULTS: New MFQL files with molecular formula restrictions for common classes of phenolic natural products were generated for the metabolite profiling of different representative crude plant extracts. This method was evaluated against an open-source software for mass-spectrometry data processing (MZMine®) and against manual annotation based on published data. CONCLUSION: The targeted LipidXplorer method implemented using common phenolic fragmentation patterns, was found to be able to annotate more phenolics than MZMine® that is based on automated queries on the available databases. Additionally, screening for ascarosides, natural products with unrelated structures to plant phenolics collected from the nematode Caenorhabditis elegans, demonstrated the specificity of this method by cross-testing both groups of chemicals in both plants and nematodes.


Subject(s)
Biological Products/chemistry , Phenols/chemistry , Plant Extracts/chemistry , Tandem Mass Spectrometry/methods , Animals , Caenorhabditis elegans , Databases, Factual , Lipid Metabolism , Metabolomics , Molecular Structure , Phenols/metabolism , Software
3.
Sci Rep ; 7: 43761, 2017 03 07.
Article in English | MEDLINE | ID: mdl-28266621

ABSTRACT

The lipid composition of human skin is essential for its function; however the simultaneous quantification of a wide range of stratum corneum (SC) and sebaceous lipids is not trivial. We developed and validated a quantitative high-throughput shotgun mass spectrometry-based platform for lipid analysis of tape-stripped SC skin samples. It features coverage of 16 lipid classes; total quantification to the level of individual lipid molecules; high reproducibility and high-throughput capabilities. With this method we conducted a large lipidomic survey of 268 human SC samples, where we investigated the relationship between sampling depth and lipid composition, lipidome variability in samples from 14 different sampling sites on the human body and finally, we assessed the impact of age and sex on lipidome variability in 104 healthy subjects. We found sebaceous lipids to constitute an abundant component of the SC lipidome as they diffuse into the topmost SC layers forming a gradient. Lipidomic variability with respect to sampling depth, site and subject is considerable, and mainly accredited to sebaceous lipids, while stratum corneum lipids vary less. This stresses the importance of sampling design and the role of sebaceous lipids in skin studies.


Subject(s)
Lipid Metabolism , Lipids/analysis , Mass Spectrometry/methods , Skin/metabolism , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Metabolomics/methods , Middle Aged , Reproducibility of Results , Young Adult
4.
Eur J Lipid Sci Technol ; 117(10): 1540-1549, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26494980

ABSTRACT

Blood plasma has gained protagonism in lipidomics studies due to its availability, uncomplicated collection and preparation, and informative readout of physiological status. At the same time, it is also technically challenging to analyze due to its complex lipid composition affected by many factors, which can hamper the throughput and/or lipidomics coverage. To tackle these issues, we developed a comprehensive, high throughput, and quantitative mass spectrometry-based shotgun lipidomics platform for blood plasma lipid analyses. The main hallmarks of this technology are (i) it is comprehensive, covering 22 quantifiable different lipid classes encompassing more than 200 lipid species; (ii) it is amenable to high-throughput, with less than 5 min acquisition time allowing the complete analysis of 200 plasma samples per day; (iii) it achieves absolute quantification, by inclusion of internal standards for every lipid class measured; (iv) it is highly reproducible, achieving an average coefficient of variation of <10% (intra-day), approx. 10% (inter-day), and approx. 15% (inter-site) for most lipid species; (v) it is easily transferable allowing the direct comparison of data acquired in different sites. Moreover, we thoroughly assessed the influence of blood stabilization with different anticoagulants and freeze-thaw cycles to exclude artifacts generated by sample preparation. Practical applications: This shotgun lipidomics platform can be implemented in different laboratories without compromising reproducibility, allowing multi-site studies and inter-laboratory comparisons. This possibility combined with the high-throughput, broad lipidomic coverage and absolute quantification are important aspects for clinical applications and biomarker research.

5.
Anal Chem ; 86(5): 2703-10, 2014 Mar 04.
Article in English | MEDLINE | ID: mdl-24471557

ABSTRACT

A commonly accepted LIPID MAPS classification recognizes eight major lipid categories and over 550 classes, while new lipid classes are still being discovered by targeted biochemical approaches. Despite their compositional diversity, complex lipids such as glycerolipids, glycerophospholipids, saccharolipids, etc. are constructed from unique structural moieties, e.g., glycerol, fatty acids, choline, phosphate, and trehalose, that are linked by amide, ether, ester, or glycosidic bonds. This modular organization is also reflected in their MS/MS fragmentation pathways, such that common building blocks in different lipid classes tend to generate common fragments. We take advantage of this stereotyped fragmentation to systematically screen for new lipids sharing distant structural similarity to known lipid classes and have developed a discovery approach based on the computational querying of shotgun mass spectra by LipidXplorer software. We applied this concept for screening lipid extracts of C. elegans larvae at the dauer and L3 stages that represent alternative developmental programs executed in response to environmental challenges. The search, covering more than 1.5 million putative chemical compositions, identified a novel class of lyso-maradolipids specifically enriched in dauer larvae.


Subject(s)
Lipids/chemistry , Animals , Caenorhabditis elegans/metabolism , Tandem Mass Spectrometry
6.
Curr Protoc Bioinformatics ; 43: 14.12.1-14.12.30, 2013 Oct 15.
Article in English | MEDLINE | ID: mdl-26270171

ABSTRACT

LipidXplorer is an open-source software kit that supports the identification and quantification of molecular species of any lipid class detected by shotgun experiments performed on any mass spectrometry platform. LipidXplorer does not rely on a database of reference spectra: instead, lipid identification routines are user defined in the declarative molecular fragmentation query language (MFQL). The software supports batch processing of multiple shotgun acquisitions by high-resolution mass mapping, precursor and neutral-loss scanning, and data-dependent MS/MS lending itself to a variety of lipidomics applications in cell biology and molecular medicine.


Subject(s)
Lipid Metabolism , Metabolome , Software , Tandem Mass Spectrometry/methods , Lipids/chemistry , Search Engine , User-Computer Interface , Workflow
7.
J Mass Spectrom ; 47(1): 96-104, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22282095

ABSTRACT

Top-down shotgun lipidomics relies on direct infusion of total lipid extracts into a high-resolution tandem mass spectrometer and implies that individual lipids are recognized by their accurately determined m/z. Lipid ionization efficiency and detection specificity strongly depend on the acquisition polarity, and therefore it is beneficial to analyze lipid mixtures in both positive and negative modes. Hybrid LTQ Orbitrap mass spectrometers are widely applied in top-down lipidomics; however, rapid polarity switching was previously unfeasible because of the severe and immediate degradation of mass accuracy. Here, we report on a method to rapidly acquire high-resolution spectra in both polarity modes with sub-ppm mass accuracy and demonstrate that it not only simplifies and accelerates shotgun lipidomics analyses but also improves the lipidome coverage because more lipid classes and more individual species within each class are recognized. In this way, shotgun analysis of total lipid extracts of human blood plasma enabled to quantify 222 species from 15 major lipid classes within 7 min acquisition cycle.


Subject(s)
Lipids/analysis , Mass Spectrometry/methods , Animals , Cattle , Fourier Analysis , Humans , Lipids/blood , Mass Spectrometry/instrumentation , Metabolomics , Myocardium/chemistry
8.
PLoS One ; 7(1): e29851, 2012.
Article in English | MEDLINE | ID: mdl-22272252

ABSTRACT

LipidXplorer is the open source software that supports the quantitative characterization of complex lipidomes by interpreting large datasets of shotgun mass spectra. LipidXplorer processes spectra acquired on any type of tandem mass spectrometers; it identifies and quantifies molecular species of any ionizable lipid class by considering any known or assumed molecular fragmentation pathway independently of any resource of reference mass spectra. It also supports any shotgun profiling routine, from high throughput top-down screening for molecular diagnostic and biomarker discovery to the targeted absolute quantification of low abundant lipid species. Full documentation on installation and operation of LipidXplorer, including tutorial, collection of spectra interpretation scripts, FAQ and user forum are available through the wiki site at: https://wiki.mpi-cbg.de/wiki/lipidx/index.php/Main_Page.


Subject(s)
Computational Biology/methods , Lipids/analysis , Software , Tandem Mass Spectrometry/methods , Animals , Humans , Internet , Lipids/chemistry , Reproducibility of Results
9.
PLoS One ; 6(6): e21603, 2011.
Article in English | MEDLINE | ID: mdl-21738729

ABSTRACT

BACKGROUND: Hormone-sensitive lipase (HSL) is expressed predominantly in adipose tissue, where it plays an important role in catecholamine-stimulated hydrolysis of stored lipids, thus mobilizing fatty acids. HSL exhibits broad substrate specificity and besides acylglycerides it hydrolyzes cholesteryl esters, retinyl esters and lipoidal esters. Despite its role in fatty acid mobilization, HSL null mice have been shown to be resistant to diet-induced obesity. The aim of this study was to define lipid profiles in plasma, white adipose tissue (WAT) and liver of HSL null mice, in order to better understand the role of this multifunctional enzyme. METHODOLOGY/PRINCIPAL FINDINGS: This study used global and targeted lipidomics and expression profiling to reveal changed lipid profiles in WAT, liver and plasma as well as altered expression of desaturases and elongases in WAT and liver of HSL null mice on high fat diet. Decreased mRNA levels of stearoyl-CoA desaturase 1 and 2 in WAT were consistent with a lowered ratio of 16:1n7/16:0 and 18:1n9/18:0 in WAT and plasma. In WAT, increased ratio of 18:0/16:0 could be linked to elevated mRNA levels of the Elovl1 elongase. CONCLUSIONS: This study illustrates the importance of HSL for normal lipid metabolism in response to a high fat diet. HSL deficiency greatly influences the expression of elongases and desaturases, resulting in altered lipid profiles in WAT, liver and plasma. Finally, altered proportions of palmitoleate, a recently-suggested lipokine, in tissue and plasma of HSL null mice, could be an important factor mediating and contributing to the changed lipid profile, and possibly also to the decreased insulin sensitivity seen in HSL null mice.


Subject(s)
Fatty Acids/metabolism , Sterol Esterase/metabolism , Adipose Tissue, White/metabolism , Animals , Female , Lipid Metabolism/genetics , Lipid Metabolism/physiology , Male , Mice , Mice, Knockout , Sterol Esterase/genetics
10.
Anal Chem ; 83(14): 5480-7, 2011 Jul 15.
Article in English | MEDLINE | ID: mdl-21634439

ABSTRACT

Higher energy collision dissociation (HCD) is a complementary fragmentation tool that has recently become available on mass spectrometers of the LTQ Orbitrap family. We report on a shotgun bottom-up lipidomics approach that relies on HCD of the isolated lipid precursors. HCD, together with the high mass resolution and mass accuracy of the Orbitrap analyzer, improved the confidence of molecular species assignment and accuracy of their quantification in total lipid extracts. These capabilities were particularly important for accounting for biologically interesting lipid species comprising polyunsaturated and odd numbered fatty acid moieties. We argue that now both bottom-up and top-down shotgun lipidomics could be performed on the same instrumentation platform.


Subject(s)
Lipids/analysis , Tandem Mass Spectrometry/methods , Animals , Computational Biology/methods , Glycerophospholipids/analysis , Glycerophospholipids/chemistry , Lipids/chemistry , Rats , Retina/chemistry
11.
Cold Spring Harb Perspect Biol ; 3(9): a004614, 2011 Sep 01.
Article in English | MEDLINE | ID: mdl-21610115

ABSTRACT

Despite their compositional complexity, lipidomes comprise a large number of isobaric species that cannot be distinguished by conventional low resolution mass spectrometry and therefore in-depth MS/MS analysis was required for their accurate quantification. Here we argue that the progress in high resolution mass spectrometry is changing the concept of lipidome characterization. Because exact masses of isobaric species belonging to different lipid classes are not necessarily identical, they can now be distinguished and directly quantified in total lipid extracts. By streamlining and simplifying the molecular characterization of lipidomes, high resolution mass spectrometry has developed into a generic tool for cell biology and molecular medicine.


Subject(s)
Lipids/analysis , Lipids/chemistry , Tandem Mass Spectrometry/methods , Animals , Humans , Lipids/isolation & purification
12.
Genome Biol ; 12(1): R8, 2011.
Article in English | MEDLINE | ID: mdl-21247462

ABSTRACT

Shotgun lipidome profiling relies on direct mass spectrometric analysis of total lipid extracts from cells, tissues or organisms and is a powerful tool to elucidate the molecular composition of lipidomes. We present a novel informatics concept of the molecular fragmentation query language implemented within the LipidXplorer open source software kit that supports accurate quantification of individual species of any ionizable lipid class in shotgun spectra acquired on any mass spectrometry platform.


Subject(s)
Computational Biology , Lipids/analysis , Lipids/chemistry , Programming Languages , Software , Algorithms , Databases, Factual , Mass Spectrometry , Reproducibility of Results
13.
PLoS One ; 4(7): e6261, 2009 Jul 15.
Article in English | MEDLINE | ID: mdl-19603071

ABSTRACT

BACKGROUND: Dyslipoproteinemia, obesity and insulin resistance are integrative constituents of the metabolic syndrome and are major risk factors for hypertension. The objective of this study was to determine whether hypertension specifically affects the plasma lipidome independently and differently from the effects induced by obesity and insulin resistance. METHODOLOGY/PRINCIPAL FINDINGS: We screened the plasma lipidome of 19 men with hypertension and 51 normotensive male controls by top-down shotgun profiling on a LTQ Orbitrap hybrid mass spectrometer. The analysis encompassed 95 lipid species of 10 major lipid classes. Obesity resulted in generally higher lipid load in blood plasma, while the content of tri- and diacylglycerols increased dramatically. Insulin resistance, defined by HOMA-IR >3.5 and controlled for BMI, had little effect on the plasma lipidome. Importantly, we observed that in blood plasma of hypertensive individuals the overall content of ether lipids decreased. Ether phosphatidylcholines and ether phosphatidylethanolamines, that comprise arachidonic (20:4) and docosapentaenoic (22:5) fatty acid moieties, were specifically diminished. The content of free cholesterol also decreased, although conventional clinical lipid homeostasis indices remained unaffected. CONCLUSIONS/SIGNIFICANCE: Top-down shotgun lipidomics demonstrated that hypertension is accompanied by specific reduction of the content of ether lipids and free cholesterol that occurred independently of lipidomic alterations induced by obesity and insulin resistance. These results may form the basis for novel preventive and dietary strategies alleviating the severity of hypertension.


Subject(s)
Hypertension/blood , Lipids/chemistry , Humans , Insulin Resistance , Lipids/blood , Lipids/deficiency , Male , Mass Spectrometry , Middle Aged , Obesity/metabolism
14.
Methods Enzymol ; 433: 175-91, 2007.
Article in English | MEDLINE | ID: mdl-17954235

ABSTRACT

Data-dependent acquisition of full MS/MS spectra from all detectable (or, alternatively, preselected) lipid precursors produces a rich data set, whose subsequent interpretation by the dedicated software LipidInspector emulates the simultaneous acquisition of an unlimited number of precursor and neutral loss scans in a single analysis. Using logical operations, emulated scans can be combined into highly specific data interpretation routines (termed Boolean scans) enabling in-depth structural characterization of fragmented precursors. Alternatively, a small number of preselected precursors can be fragmented regardless of their relative intensities in survey spectra, hence emulating selected reaction monitoring (SRM) analysis that attains both high detection specificity and sensitivity. Although the data-dependent acquisition approach is, in principle, cross-platform, it benefits from the high mass resolution capacity of hybrid tandem mass spectrometers with time-of-flight and, especially, Fourier transform or Orbitrap analyzers.


Subject(s)
Lipids/analysis , Tandem Mass Spectrometry/methods , Animals , Caenorhabditis elegans/chemistry , Cattle , Cholesterol/analysis , Cholesterol Esters/analysis , Data Interpretation, Statistical , Lipids/isolation & purification , Myocardium/chemistry , Tandem Mass Spectrometry/statistics & numerical data
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