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Pekov SI, Sorokin AA, Kuzin AA, Bocharov KV, Bormotov DS, Shivalin AS, Shurkhay VA, Potapov AA, Nikolaev EN, Popov IA. Analysis of Phosphatidylcholines Alterations in Human Glioblastomas Ex Vivo. Biochem Moscow Suppl Ser B 2021. [DOI: 10.1134/s1990750821030070] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Pekov SI, Sorokin AA, Kuzin AA, Bocharov KV, Bormotov DS, Shivalin AS, Shurkhay VA, Potapov AA, Nikolaev EN, Popov IA. [Analysis of phosphatidylcholines alterations in human glioblastoma multiform tissues ex vivo]. Biomed Khim 2021; 67:81-87. [PMID: 33645525 DOI: 10.18097/pbmc20216701081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Significant metabolism alteration is accompanying the cell malignization process. Energy metabolism disturbance leads to the activation of de novo synthesis and beta-oxidation processes of lipids and fatty acids in a cancer cell, which becomes an indicator of pathological processes inside the cell. The majority of studies dealing with lipid metabolism alterations in glial tumors are performed using the cell lines in vitro or animal models. However, such conditions do not entirely represent the physiological conditions of cell growth or possible cells natural variability. This work presents the results of the data obtained by applying ambient mass spectrometry to human glioblastoma multiform tissues. By analyzing a relatively large cohort of primary and secondary glioblastoma samples, we identify the alterations in cells lipid composition, which accompanied the development of grade IV brain tumors. We demonstrate that primary glioblastomas, as well as ones developed from astrocytomas, are enriched with mono- and diunsaturated phosphatidylcholines (PC 26:1, 30:2, 32:1, 32:2, 34:1, 34:2). Simultaneously, the saturated and polyunsaturated phosphatidylcholines and phosphatidylethanolamines decrease. These alterations are obviously linked to the availability of the polyunsaturated fatty acids and activation of the de novo lipid synthesis and beta-oxidation pathways under the anaerobic conditions in the tumor core.
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Affiliation(s)
- S I Pekov
- Skolkovo Institute of Science and Technology, Moscow, Russia; Moscow Institute of Physics and Technology (National Research University), Moscow, Russia
| | - A A Sorokin
- Moscow Institute of Physics and Technology (National Research University), Moscow, Russia
| | - A A Kuzin
- Moscow Institute of Physics and Technology (National Research University), Moscow, Russia
| | - K V Bocharov
- Semenov Federal Center of Chemical Physic of RAS, Moscow, Russia
| | - D S Bormotov
- Moscow Institute of Physics and Technology (National Research University), Moscow, Russia
| | - A S Shivalin
- Moscow Institute of Physics and Technology (National Research University), Moscow, Russia
| | - V A Shurkhay
- Moscow Institute of Physics and Technology (National Research University), Moscow, Russia; N.N. Burdenko National Medical Research Center of Neurosurgery, Moscow, Russia
| | - A A Potapov
- N.N. Burdenko National Medical Research Center of Neurosurgery, Moscow, Russia
| | - E N Nikolaev
- Skolkovo Institute of Science and Technology, Moscow, Russia
| | - I A Popov
- Moscow Institute of Physics and Technology (National Research University), Moscow, Russia
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Zhvansky ES, Sorokin AA, Bormotov DS, Bocharov KV, Zavorotnyuk DS, Ivanov DG, Nikolaev EN, Popov IA. The software for interactive evaluation of mass spectra stability and reproducibility. Bioinformatics 2020; 37:140-142. [PMID: 33367588 DOI: 10.1093/bioinformatics/btaa1072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 11/25/2020] [Accepted: 12/15/2020] [Indexed: 11/13/2022] Open
Abstract
SUMMARY Mass spectrometry methods are widely used for the analysis of biological and medical samples. Recently developed methods such as DESI, REIMS, NESI allow fast analyses without sample preparation at the cost of higher variability of spectra. In biology and medicine, MS profiles are often used with machine learning (classification, regression, etc.) algorithms and statistical analysis, which are sensitive to outliers and intraclass variability. Here we present SSM Display software, a tool for fast visual outlier detection and variance estimation in mass spectrometric profiles. The tool speeds up the process of manual spectra inspection, improves accuracy and explainability of outlier detection, and decreases the requirements to the operator experience. It was shown that the batch effect could be revealed through SSM analysis and that the SSM calculation can also be used for tuning novel ion sources concerning the quality of obtained mass spectra. AVAILABILITY Source code, example datasets, binaries, and other information are available at https://github.com/EvgenyZhvansky/R_matrix. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- E S Zhvansky
- Dolgoprudny, Moscow Institute of Physics and Technology, Russia
| | - A A Sorokin
- Dolgoprudny, Moscow Institute of Physics and Technology, Russia
| | - D S Bormotov
- Dolgoprudny, Moscow Institute of Physics and Technology, Russia
| | - K V Bocharov
- Dolgoprudny, Moscow Institute of Physics and Technology, Russia
| | - D S Zavorotnyuk
- Dolgoprudny, Moscow Institute of Physics and Technology, Russia
| | - D G Ivanov
- Dolgoprudny, Moscow Institute of Physics and Technology, Russia.,Emanuel Institute for Biochemical Physics of the Russian Academy of Sciences, Moscow, Russia
| | - E N Nikolaev
- Skolkovo Institute of Science and Technology, Moscow, Russia
| | - I A Popov
- Dolgoprudny, Moscow Institute of Physics and Technology, Russia
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Ivanov DG, Pekov SI, Bocharov KV, Bormotov DS, Spasskiy AI, Zhvansky ES, Sorokin AA, Eliferov VA, Zavorotnyuk DS, Tkachenko SI, Khaliullin IG, Kuksin AY, Shurkhay VA, Kononikhin AS, Nikolaev EN, Popov IA. Novel Mass Spectrometric Utilities for Assisting in Oncological Surgery. Russ J Phys Chem B 2020. [DOI: 10.1134/s1990793120030173] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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Kostyukevich YI, Kononikhin AS, Indeykina MI, Popov IA, Bocharov KV, Spassky AI, Kozin SA, Makarov AA, Nikolaev EN. [Secondary Structure of Aβ(1-16) Complexes with Zinc: A Study in the Gas Phase Using Deuterium/Hydrogen Exchange and Ultra-High-Resolution Mass Spectrometry]. Mol Biol (Mosk) 2017; 51:710-716. [PMID: 28900091 DOI: 10.7868/s0026898417030107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2016] [Accepted: 09/29/2016] [Indexed: 11/23/2022]
Abstract
Complexes of peptide fragment 1-16 of beta-amyloid with transition metals play an important role in the development of a broad class of neurodegenerative diseases, which determines the interest in investigating the structures of these complexes. In this work, we have applied the method of the deuterium/hydrogen exchange in combination with ultra-high-resolution mass spectrometry to study conformational changes in (1-16) beta-amyloid peptide induced by binding of zinc(II) atoms. The efficiency of the deuterium/hydrogen exchange depended on the number of zinc atoms bound to the peptide and on the temperature of the ionization source region. Deuterium/hydrogen exchange reactions have been performed directly in the ionization source. The number of exchanges decreased considerably with an increasing numbers of zinc atoms. The relationship has been described with a damped exponential curve, which indicated that the binding of zinc atoms altered the conformation of the peptide ion by making it less open, which limits the access to inner areas of the molecule.
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Affiliation(s)
- Yu I Kostyukevich
- Moscow Institute of Physics and Technology (State University), Dolgprudny, Moscow oblast, 141701 Russia.,Skolkovo Institute of Science and Technology, Skolkovo Innovation Center, Moscow, 143026 Russia
| | - A S Kononikhin
- Moscow Institute of Physics and Technology (State University), Dolgprudny, Moscow oblast, 141701 Russia.,Emanuel Institute of Biochemical Physics, Russian Academy of Sciences, Moscow, 119334 Russia.,Talrose Institute for Energy Problems of Chemical Physics, Russian Academy of Sciences, Moscow, 119334 Russia.,
| | - M I Indeykina
- Emanuel Institute of Biochemical Physics, Russian Academy of Sciences, Moscow, 119334 Russia
| | - I A Popov
- Moscow Institute of Physics and Technology (State University), Dolgprudny, Moscow oblast, 141701 Russia.,Emanuel Institute of Biochemical Physics, Russian Academy of Sciences, Moscow, 119334 Russia
| | - K V Bocharov
- Moscow Institute of Physics and Technology (State University), Dolgprudny, Moscow oblast, 141701 Russia.,Talrose Institute for Energy Problems of Chemical Physics, Russian Academy of Sciences, Moscow, 119334 Russia
| | - A I Spassky
- Emanuel Institute of Biochemical Physics, Russian Academy of Sciences, Moscow, 119334 Russia.,Talrose Institute for Energy Problems of Chemical Physics, Russian Academy of Sciences, Moscow, 119334 Russia
| | - S A Kozin
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, 119991 Russia
| | - A A Makarov
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, 119991 Russia
| | - E N Nikolaev
- Moscow Institute of Physics and Technology (State University), Dolgprudny, Moscow oblast, 141701 Russia.,Skolkovo Institute of Science and Technology, Skolkovo Innovation Center, Moscow, 143026 Russia.,Emanuel Institute of Biochemical Physics, Russian Academy of Sciences, Moscow, 119334 Russia.,Talrose Institute for Energy Problems of Chemical Physics, Russian Academy of Sciences, Moscow, 119334 Russia
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Kostyukevich YI, Kononikhin AS, Indeykina MI, Popov IA, Bocharov KV, Spassky AI, Kozin SA, Makarov AA, Nikolaev EN. Secondary structure of Aβ(1–16) complexes with zinc: A study in the gas phase using deuterium/hydrogen exchange and ultra-high-resolution mass spectrometry. Mol Biol 2017. [DOI: 10.1134/s0026893317030104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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