| 1. |
- Bemis, Kylie A., et al.
(författare)
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Statistical detection of differentially abundant ions in mass spectrometry-based imaging experiments with complex designs
- 2019
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Ingår i: International Journal of Mass Spectrometry. - : ELSEVIER SCIENCE BV. - 1387-3806 .- 1873-2798. ; 437, s. 49-57
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Tidskriftsartikel (refereegranskat)abstract
- Mass Spectrometry Imaging (MSI) characterizes changes in chemical composition between regions of biological samples such as tissues. One goal of statistical analysis of MSI experiments is class comparison, i.e. determining analytes that change in abundance between conditions more systematically than as expected by random variation. To reach accurate and reproducible conclusions, statistical analysis must appropriately reflect the initial research question, the design of the MSI experiment, and all the associated sources of variation. This manuscript highlights the importance of following these general statistical principles. Using the example of two case studies with complex experimental designs, and with different strategies of data acquisition, we demonstrate the extent to which choices made at key points of this workflow impact the results, and provide suggestions for appropriate design and analysis of MSI experiments that aim at detecting differentially abundant analytes. (C) 2018 Elsevier B.V. All rights reserved.
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| 2. |
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| 3. |
- Bergman, Hilde-Marléne
(författare)
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Applications of nanospray desorption electrospray ionization mass spectrometry : In situ lipid and metabolite analysis from cells to tissue
- 2018
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Ambient mass spectrometry (MS) has proved to be an important addition to the bioanalytical toolbox. These methods perform analyte sampling and ionization under atmospheric pressure, and require very little sample preparation other than the sampling process in front of the machine. Nanospray desorption electrospray ionization (nano-DESI) is an ambient MS technique developed in 2010 that utilizes localized liquid extraction for surface sampling. The aim of this thesis was to explore the possibilities of this technique, and identify areas in which nano-DESI MS could further contribute to the community of MS-based surface analysis.One such area was found to be mass spectrometry imaging (MSI) of small-molecule neurotransmitters. By the use of deuterated standards of acetylcholine, γ-aminobutyric acid and glutamate, the respective endogenous compounds were successfully imaged in coronal sections of rat brain. The use of internal standards was shown to be essential to compensatee for matrix effects in different regions of the brain. In a second imaging study, nano-DESI MSI was used to compare the chemical profiles of diabetic rat kidney tissue and control. Analysis was performed on kidney two weeks after diabetic onset, before any pathohistological changes relating to diabetic nephropathy can be seen in a microscope. In our study, it was shown that a large number of chemical species related to energy metabolism were detected with altered signal intensity in diabetic kidney tissue.To push the limits of nano-DESI analysis, its use for single-cell analysis was evaluated. By placing buccal epithelial cells in contact with the nano-DESI probe, it was possible to identify 46 endogenous compounds and detect differences between cells from three human donors. In addition, it was shown that molecules from single cells on a surface could be detected by scanning the surface with the nano-DESI probe, which opens up for development of an automated analysis with higher throughput.The last study in this thesis was concerned with method development rather than application, as it presented a setup for pneumatically assisted nano-DESI. Evaluation showed that the setup provided improved sensitivity in the analysis of small metabolites, and provided the possibility of using pure water as nano-DESI solvent.
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| 4. |
- Bergman, Hilde-Marlene, et al.
(författare)
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Metabolite aberrations in early diabetes detected in rat kidney using mass spectrometry imaging
- 2019
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Ingår i: Analytical and Bioanalytical Chemistry. - : Springer Science and Business Media LLC. - 1618-2642 .- 1618-2650. ; 411:13, s. 2809-2816
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Tidskriftsartikel (refereegranskat)abstract
- Diabetic kidney disease is a serious complication of diabetes that can ultimately lead to end-stage renal disease. The pathogenesis of diabetic kidney disease is complex, and fundamental research is still required to provide a better understanding of the driving forces behind it. We report regional metabolic aberrations from an untargeted mass spectrometry imaging study of kidney tissue using an insulinopenic rat model of diabetes. Diabetes was induced by intravenous injection of streptozotocin, and kidneys were harvested 2weeks thereafter. Imaging was performed using nanospray desorption electrospray ionization connected to a high-mass-resolving mass spectrometer. No histopathological changes were observed in the kidney sections; however, mass spectrometry imaging revealed a significant increase in several 18-carbon unsaturated non-esterified fatty acid species and monoacylglycerols. Notably, these 18-carbon acyl chains were also constituents of several increased diacylglycerol species. In addition, a number of short- and long-chain acylcarnitines were found to be accumulated while several amino acids were depleted. This study presents unique regional metabolic data indicating a dysregulated energy metabolism in renal mitochondria as an early response to streptozotocin-induced type I diabetes.
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| 5. |
- Bergman, Hilde-Marlene, et al.
(författare)
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Profiling and quantifying endogenous molecules in single cells using nano-DESI MS
- 2017
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Ingår i: The Analyst. - : ROYAL SOC CHEMISTRY. - 0003-2654 .- 1364-5528. ; 142:19, s. 3639-3647
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Tidskriftsartikel (refereegranskat)abstract
- Molecular profiling of single cells has the potential to significantly advance our understanding of cell function and cellular processes of importance to health and disease. In particular, small molecules with rapid turn-over rates can reveal activated metabolic pathways resulting from an altered chemical environment or cellular events such as differentiation. Consequently, techniques for quantitative metabolite detection acquired in a higher throughput manner are needed to characterize the biological variability between seemingly homogenous cells. Here, we show that nanospray desorption electrospray ionization (nano-DESI) mass spectrometry ( MS) enables sensitive molecular profiling and quantification of endogenous species in single cells in a higher throughput manner. Specifically, we show a large number of detected amino acids and phospholipids, including plasmalogens, readily detected from single cheek cells. Further, by incorporating a phosphatidylcholine ( PC) internal standard into the nano-DESI solvent, we determined the total amount of PC in one cell to be 1.2 pmoles. Finally, we describe a higher throughput approach where molecules in single cells are automatically profiled. These developments in single cell analysis provide a basis for future studies to understand cellular processes related to drug effects, cell differentiation and altered chemical microenvironments.
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| 6. |
- Bergman, Hilde-Marléne, et al.
(författare)
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Quantitative mass spectrometry imaging of small-molecule neurotransmitters in rat brain tissue sections using nanospray desorption electrospray ionization
- 2016
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Ingår i: The Analyst. - : Royal Society of Chemistry (RSC). - 0003-2654 .- 1364-5528. ; 141:12, s. 3686-3695
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Tidskriftsartikel (refereegranskat)abstract
- Small molecule neurotransmitters are essential for the function of the nervous system, and neurotransmitter imbalances are often connected to neurological disorders. The ability to quantify such imbalances is important to provide insights into the biochemical mechanisms underlying the disorder. This proof-of-principle study presents online quantification of small molecule neurotransmitters, specifically acetylcholine, γ-aminobutyric acid (GABA) and glutamate, in rat brain tissue sections using nanospray desorption electrospray ionization (nano-DESI) mass spectrometry imaging. By incorporating deuterated internal standards in the nano-DESI solvent we show identification, accurate mapping, and quantification of these small neurotransmitters in rat brain tissue without introducing any additional sample preparation steps. We find that GABA is about twice as abundant in the medial septum-diagonal band complex (MSDB) as in the cortex, while glutamate is about twice as abundant in the cortex as compared to the MSDB. The study shows that nano-DESI is well suited for imaging of small molecule neurotransmitters in health and disease.
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| 7. |
- Bergman, Hilde-Marlene, et al.
(författare)
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Single‐Cell Mass Spectrometry
- 2018
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Ingår i: Encyclopedia of Analytical Chemistry. - Chichester, UK : Wiley-VCH Verlagsgesellschaft. - 9780470027318
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Bokkapitel (refereegranskat)abstract
- Over the past few decades, the chemical characterization of single cells has improved immensely. In particular, mass spectrometry (MS) has pioneered direct analysis of metabolites, lipids, and peptides from single cells. This progress has been enabled by new and improved strategies for ionization and sampling, where a multitude of techniques for single‐cell MS has contributed unique insights to many different disciplines. Here, an overview of the main three techniques secondary ion mass spectrometry (SIMS), matrix‐assisted laser desorption ionization (MALDI), and ambient ionization for direct single‐cell MS analysis are presented, including some example studies detailing the use of single‐cell MS.
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| 8. |
- Cardoso-Palacios, Carlos, et al.
(författare)
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Direct Analysis of Pharmaceutical Drugs Using Nano-DESI MS
- 2016
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Ingår i: Journal of Analytical Methods in Chemistry. - : Hindawi Limited. - 2090-8865 .- 2090-8873.
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Tidskriftsartikel (refereegranskat)abstract
- Counterfeit pharmaceutical drugs imply an increasing threat to the global public health. It is necessary to have systems to control the products that reach the market and to detect falsified medicines. In this work, molecules in several pharmaceutical tablets were directly analyzed using nanospray desorption electrospray ionization mass spectrometry (nano-DESI MS). Nano-DESI is an ambient surface sampling technique which enables sampling of molecules directly from the surface of the tablets without any sample pretreatment. Both the active pharmaceutical ingredients (APIs) and some excipients were detected in all analyzed tablets. Principal component analysis was used to analyze mass spectral features from different tablets showing strong clustering between tablets with different APIs. The obtained results suggest nano-DESI MS as future tool for forensic analysis to discern APIs present in unknown tablet samples.
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| 9. |
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| 10. |
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| 11. |
- Duncan, Kyle D., et al.
(författare)
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Advances in mass spectrometry based single-cell metabolomics
- 2019
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Ingår i: The Analyst. - : ROYAL SOC CHEMISTRY. - 0003-2654 .- 1364-5528. ; 144:3, s. 782-793
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Forskningsöversikt (refereegranskat)abstract
- Metabolomics has grown into a prominent field contributing to the molecular understanding of complex biological processes in both health and disease. Furthermore, single-cells are known to display metabolic differences between seemingly homogeneous populations of cells. Single-cell metabolomics attempts to analyze many cellular metabolites from single cells to understand phenotypic heterogeneity, which is a significant challenge due to the low analyte abundances and limited sample volumes. Label-free metabolite detection can be achieved with mass spectrometry, which is capable of simultaneously analyzing hundreds of metabolites. Herein, we review the recent advances in mass spectrometry based single-cell metabolomics, highlighting the current state-of-the-art within the last three years, and identify the challenges to move the field forward.
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| 12. |
- Duncan, Kyle D., et al.
(författare)
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Quantitative Mass Spectrometry Imaging of Prostaglandins as Silver Ion Adducts with Nanospray Desorption Electrospray Ionization
- 2018
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Ingår i: Analytical Chemistry. - : American Chemical Society (ACS). - 0003-2700 .- 1520-6882. ; 90:12, s. 7246-7252
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Tidskriftsartikel (refereegranskat)abstract
- Prostaglandins (PG) are an important class of lipid biomolecules that are essential in many biological processes, including inflammation and successful pregnancy. Despite a high bioactivity, physiological concentrations are typically low, which makes direct mass spectrometric analysis of endogenous PG species challenging. Consequently, there have not been any studies investigating PG localization to specific morphological regions in tissue sections using mass spectrometry imaging (MSI) techniques. Herein, we show that silver ions, added to the solvent used for nanospray desorption electrospray ionization (nano-DESI) MSI, enhances the ionization of PGs and enables nano-DESI MSI of several species in uterine tissue from day 4 pregnant mice. It was found that detection of [PG + Ag](+) ions increased the sensitivity by similar to 30 times, when compared to [PG - H](-) ions. Further, the addition of isotopically labeled internal standards enabled generation of quantitative ion images for the detected PG species. Increased sensitivity and quantitative MSI enabled the first proof-of-principle results detailing PG localization in mouse uterus tissue sections. These results show that PG species primarily localized to cellular regions of the luminal epithelium and glandular epithelium in uterine tissue. Further, this study provides a unique scaffold for future studies investigating the PG distribution within biological tissue samples.
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| 13. |
- Duncan, Kyle D., et al.
(författare)
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Spatially Defined Surface Sampling Capillary Electrophoresis Mass Spectrometry
- 2019
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Ingår i: Analytical Chemistry. - : American Institute of Chemical Engineers. - 0003-2700 .- 1520-6882. ; 91:12, s. 7819-7827
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Tidskriftsartikel (refereegranskat)abstract
- Capillary electrophoresis mass spectrometry (CE-MS) is an established technique for targeted and untargeted analysis of metabolites from complex biological samples. However, current CE-MS devices rely on liquid sample extracts, which restricts acquisition of spatially defined chemical information from tissue samples. The ability to chemically profile distinct cellular regions in tissue can contribute better understanding to molecular foundations in health and disease. Therefore, we describe the first CE-MS device capable of untargeted metabolite profiling directly from defined morphological regions of solid tissue sections. With surface sampling capillary electrophoresis mass spectrometry (SS-CE-MS), endogenous molecules are sampled and detected from a single defined tissue location. Characterization of SS-CE MS from different locations of the outer epidermal layer of A. Cepa demonstrated reproducible relative migration times and a peak area RSD of 20% (n = 5). Further, relative migration times were conserved for endogenous metabolites in tissues with varying complexities, including brain, spinal cord, and kidney. Results from proof-of-principle experiments from distinct morphological tissue regions reveal simultaneous analysis of small and large biomolecules, confident metabolite annotation, identification of in-source fragmentation interferences, and discrete isomeric abundances related to biological function. We envision that this new tool will provide in-depth chemical profiling and annotation of molecules in distinct cellular regions of tissue for improved biological understanding.
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| 14. |
- Lanekoff, Ingela, Assoc. Prof. 1975-, et al.
(författare)
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Imaging of lipids and metabolites using nanospray desorption electrospray ionization mass spectrometry.
- 2015
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Ingår i: Methods in molecular biology. - New York, NY : Springer. - 9781493913565 ; , s. 99-106
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Bokkapitel (refereegranskat)abstract
- Nanospray desorption electrospray ionization (nano-DESI) is an ambient ionization technique that uses localized liquid extraction for mass spectrometry imaging of molecules on surfaces. Nano-DESI enables imaging of ionizable molecules from a sample in its native state without any special sample pretreatment. In this chapter we describe the protocol for nano-DESI imaging of thin tissue sections.
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| 15. |
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| 16. |
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| 17. |
- Lanekoff, Ingela, Assoc. Prof. 1975-, et al.
(författare)
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Trp53 deficient mice predisposed to preterm birth display region-specific lipid alterations at the embryo implantation site
- 2016
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Ingår i: Scientific Reports. - : Springer Science and Business Media LLC. - 2045-2322. ; 6
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Tidskriftsartikel (refereegranskat)abstract
- Here we demonstrate that conditional deletion of mouse uterine Trp53 (p53(d/d)), molecularly linked to mTORC1 activation and causally linked to premature uterine senescence and preterm birth, results in aberrant lipid signatures within the heterogeneous cell types of embryo implantation sites on day 8 of pregnancy. In situ nanospray desorption electrospray ionization mass spectrometry imaging (nano-DESI MSI) was used to characterize the molecular speciation of free fatty acids, monoacylglycerol species, unmodified and oxidized phosphatidylcholine (PC/Ox-PC), and diacylglycerol (DG) species within implantation sites of p53(d/d) mice and floxed littermates. Implantation sites from p53(d/d) mice exhibited distinct spatially resolved changes demonstrating accumulation of DG species, depletion of Ox-PC species, and increase in species with more unsaturated acyl chains, including arachidonic and docosahexaenoic acid. Understanding abnormal changes in the abundance and localization of individual lipid species early in the progression to premature birth is an important step toward discovering novel targets for treatments and diagnosis.
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| 18. |
- Nakamachi, Tomoya, et al.
(författare)
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PACAP suppresses dry eye signs by stimulating tear secretion
- 2016
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Ingår i: Nature Communications. - : Springer Science and Business Media LLC. - 2041-1723. ; 7
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Tidskriftsartikel (refereegranskat)abstract
- Dry eye syndrome is caused by a reduction in the volume or quality of tears. Here, we show that pituitary adenylate cyclase-activating polypeptide (PACAP)-null mice develop dry eye-like symptoms such as corneal keratinization and tear reduction. PACAP immunoreactivity is co-localized with a neuronal marker, and PACAP receptor (PAC1-R) immunoreactivity is observed in mouse infraorbital lacrimal gland acinar cells. PACAP eye drops stimulate tear secretion and increase cAMP and phosphorylated (p)-protein kinase A levels in the infraorbital lacrimal glands that could be inhibited by pre-treatment with a PAC1-R antagonist or an adenylate cyclase inhibitor. Moreover, these eye drops suppress corneal keratinization in PACAP-null mice. PACAP eye drops increase aquaporin 5 (AQP5) levels in the membrane and pAQP5 levels in the infraorbital lacrimal glands. AQP5 siRNA treatment of the infraorbital lacrimal gland attenuates PACAP-induced tear secretion. Based on these results, PACAP might be clinically useful to treat dry eye disorder.
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| 19. |
- Thomas, Mathew, et al.
(författare)
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Towards Adaptive, Streaming Analysis of X-ray Tomography Data
- 2015
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Ingår i: Synchrotron Radiation News. - : Informa UK Limited. - 0894-0886 .- 1931-7344. ; 28:2, s. 10-14
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Tidskriftsartikel (refereegranskat)abstract
- Temporal and spatial resolution of chemical imaging methodologies such as X-ray tomography are rapidly increasing, leading to more complex experimental procedures and fast-growing data volumes. Automated analysis pipelines and big data analytics are becoming essential to effectively evaluate the results of such experiments. Offering those data techniques in an adaptive, streaming environment can further substantially improve the scientific discovery process by enabling experimental control and steering based on the evaluation of emerging phenomena as they are observed by the experiment. Pacific Northwest National Laboratory (PNNL)'s Chemical Imaging Initiative (CII, http://imaging.pnnl.gov/) has worked since 2011 towards developing a framework that allows users to rapidly compose and customize high-throughput experimental analysis pipelines for multiple instrument types. The framework, named “Rapid Experimental Analysis” (REXAN) Framework [1M. Thomas, 3D imaging of microbial biofilms: Integration of synchrotron imaging and an interactive visualization interface, Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, Chicago, IL, August 28 (2014). [Google Scholar]], is based on the idea of reusable component libraries and utilizes the PNNL-developed collaborative data management and analysis environment “Velo” to provide a user-friendly analysis and data management environment for experimental facilities. This article will discuss the capabilities established for X-ray tomography, review lessons learned, and provide an overview of our more recent work in the Analysis in Motion Initiative (AIM, http://aim.pnnl.gov/) at PNNL to provide REXAN capabilities in a streaming environment.
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