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Kliuchnikova AA, Novikova SE, Ilgisonis EV, Kiseleva OI, Poverennaya EV, Zgoda VG, Moshkovskii SA, Poroikov VV, Lisitsa AV, Archakov AI, Ponomarenko EA. Blood Plasma Proteome: A Meta-Analysis of the Results of Protein Quantification in Human Blood by Targeted Mass Spectrometry. Int J Mol Sci 2023; 24:ijms24010769. [PMID: 36614211 PMCID: PMC9821253 DOI: 10.3390/ijms24010769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 12/14/2022] [Accepted: 12/27/2022] [Indexed: 01/04/2023] Open
Abstract
A meta-analysis of the results of targeted quantitative screening of human blood plasma was performed to generate a reference standard kit that can be used for health analytics. The panel included 53 of the 296 proteins that form a “stable” part of the proteome of a healthy individual; these proteins were found in at least 70% of samples and were characterized by an interindividual coefficient of variation <40%. The concentration range of the selected proteins was 10−10−10−3 M and enrichment analysis revealed their association with rare familial diseases. The concentration of ceruloplasmin was reduced by approximately three orders of magnitude in patients with neurological disorders compared to healthy volunteers, and those of gelsolin isoform 1 and complement factor H were abruptly reduced in patients with lung adenocarcinoma. Absolute quantitative data of the individual proteome of a healthy and diseased individual can be used as the basis for personalized medicine and health monitoring. Storage over time allows us to identify individual biomarkers in the molecular landscape and prevent pathological conditions.
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Affiliation(s)
- Anna A. Kliuchnikova
- Institute of Biomedical Chemistry, 119121 Moscow, Russia
- Federal Research and Clinical Center of Physical-Chemical Medicine, 119435 Moscow, Russia
| | | | | | | | | | | | - Sergei A. Moshkovskii
- Federal Research and Clinical Center of Physical-Chemical Medicine, 119435 Moscow, Russia
- Department of Biochemistry, Medico-Biological Faculty, Pirogov Russian National Research Medical University, 117997 Moscow, Russia
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Kopylov AT, Ponomarenko EA, Ilgisonis EV, Pyatnitskiy MA, Lisitsa AV, Poverennaya EV, Kiseleva OI, Farafonova TE, Tikhonova OV, Zavialova MG, Novikova SE, Moshkovskii SA, Radko SP, Morukov BV, Grigoriev AI, Paik YK, Salekdeh GH, Urbani A, Zgoda VG, Archakov AI. 200+ Protein Concentrations in Healthy Human Blood Plasma: Targeted Quantitative SRM SIS Screening of Chromosomes 18, 13, Y, and the Mitochondrial Chromosome Encoded Proteome. J Proteome Res 2018; 18:120-129. [PMID: 30480452 DOI: 10.1021/acs.jproteome.8b00391] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
This work continues the series of the quantitative measurements of the proteins encoded by different chromosomes in the blood plasma of a healthy person. Selected Reaction Monitoring with Stable Isotope-labeled peptide Standards (SRM SIS) and a gene-centric approach, which is the basis for the implementation of the international Chromosome-centric Human Proteome Project (C-HPP), were applied for the quantitative measurement of proteins in human blood plasma. Analyses were carried out in the frame of C-HPP for each protein-coding gene of the four human chromosomes: 18, 13, Y, and mitochondrial. Concentrations of proteins encoded by 667 genes were measured in 54 blood plasma samples of the volunteers, whose health conditions were consistent with requirements for astronauts. The gene list included 276, 329, 47, and 15 genes of chromosomes 18, 13, Y, and the mitochondrial chromosome, respectively. This paper does not make claims about the detection of missing proteins. Only 205 proteins (30.7%) were detected in the samples. Of them, 84, 106, 10, and 5 belonged to chromosomes 18, 13, and Y and the mitochondrial chromosome, respectively. Each detected protein was found in at least one of the samples analyzed. The SRM SIS raw data are available in the ProteomeXchange repository (PXD004374, PASS01192).
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Sergey A Moshkovskii
- Institute of Biomedical Chemistry , Moscow 119435 , Russia.,Pirogov Russian National Research Medical University , Moscow 117997 , Russia
| | - Sergey P Radko
- Institute of Biomedical Chemistry , Moscow 119435 , Russia
| | - Boris V Morukov
- Institute of Medico-Biological Problems , Moscow 123007 , Russia
| | | | - Young-Ki Paik
- Yonsei Proteome Research Center , Yonsei University , Seoul 03722 , Korea
| | - Ghasem Hosseini Salekdeh
- Department of Molecular Systems Biology, Cell Science Research Center , Royan Institute for Stem Cell Biology and Technology, ACECR , Tehran , Iran.,Department of Molecular Sciences , Macquarie University , Sydney , New South Wales 2109 , Australia.,Department of Systems Biology , Agricultural Biotechnology Research Institute of Iran , Karaj , Iran
| | - Andrea Urbani
- Area of Diagnostic Laboratories , Fondazione Policlinico Gemelli-IRCCS , Rome 00168 , Italy.,Institute of Biochemistry and Clinical Biochemistry , Catholic University of the Sacred Heart , Rome 00168 , Italy
| | - Victor G Zgoda
- Institute of Biomedical Chemistry , Moscow 119435 , Russia
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Kiseleva OI, Ponomarenko EA, Romashova YA, Poverennaya EV, Lisitsa AV. Detectability of Plasma Proteins in SRM Measurements. CURR PROTEOMICS 2018. [DOI: 10.2174/1570164615666180718151135] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Background: Liquid chromatography coupled with targeted mass spectrometry underwent
rapid technical evolution during last years and has become widely used technology in clinical laboratories.
It offers confident specificity and sensitivity superior to those of traditional immunoassays. However,
due to controversial reports on reproducibility of SRM measurements, the prospects of clinical appliance
of the method are worth discussing.
</P><P>
Objective: The study was aimed at assessment of capabilities of SRM to achieve a thorough assembly
of the human plasma proteome.
</P><P>
Method: We examined set of 19 human blood plasma samples to measure 100 proteins, including
FDA-approved biomarkers, via SRM-assay.
</P><P>
Results: Out of 100 target proteins 43 proteins were confidently detected in at least two blood plasma
sample runs, 36 and 21 proteins were either not detected in any run or inconsistently detected, respectively.
Empiric dependences on protein detectability were derived to predict the number of biological
samples required to detect with certainty a diagnostically relevant quantum of the human plasma proteome.
</P><P>
Conclusion: The number of samples exponentially increases with an increase in the number of protein
targets, while proportionally decreasing to the logarithm of the limit of detection. Analytical sensitivity
and enormous proteome heterogeneity are major bottlenecks of the human proteome exploration.
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Affiliation(s)
- Olga I. Kiseleva
- Department of Bioinformatics, Institute of Biomedical Chemistry, 10/8 Pogodinskaya Street, Moscow, 119121, Russian Federation
| | - Elena A. Ponomarenko
- Department of Bioinformatics, Institute of Biomedical Chemistry, 10/8 Pogodinskaya Street, Moscow, 119121, Russian Federation
| | - Yulia A. Romashova
- Department of Bioinformatics, Institute of Biomedical Chemistry, 10/8 Pogodinskaya Street, Moscow, 119121, Russian Federation
| | - Ekaterina V. Poverennaya
- Department of Bioinformatics, Institute of Biomedical Chemistry, 10/8 Pogodinskaya Street, Moscow, 119121, Russian Federation
| | - Andrey V. Lisitsa
- Department of Bioinformatics, Institute of Biomedical Chemistry, 10/8 Pogodinskaya Street, Moscow, 119121, Russian Federation
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Ilgisonis E, Lisitsa A, Kudryavtseva V, Ponomarenko E. Creation of Individual Scientific Concept-Centered Semantic Maps Based on Automated Text-Mining Analysis of PubMed. Adv Bioinformatics 2018; 2018:4625394. [PMID: 30147721 PMCID: PMC6083525 DOI: 10.1155/2018/4625394] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2018] [Accepted: 07/05/2018] [Indexed: 01/22/2023] Open
Abstract
Concept-centered semantic maps were created based on a text-mining analysis of PubMed using the BiblioEngine_v2018 software. The objects ("concepts") of a semantic map can be MeSH-terms or other terms (names of proteins, diseases, chemical compounds, etc.) structured in the form of controlled vocabularies. The edges between the two objects were automatically calculated based on the index of semantic similarity, which is proportional to the number of publications related to both objects simultaneously. On the one hand, an individual semantic map created based on the already published papers allows us to trace scientific inquiry. On the other hand, a prospective analysis based on the study of PubMed search history enables us to determine the possible directions for future research.
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Kopylov AT, Ilgisonis EV, Tikhonova OV, Farafonova TE, Novikova SE, Zgoda VG, Ponomarenko EA, Lisitsa AV, Markin AA, Morukov BV, Grigoriev AI, Archakov AI. Quantitative target proteomics of chromosome 13 human blood plasma proteins. DOKL BIOCHEM BIOPHYS 2017; 476:326-328. [DOI: 10.1134/s160767291705009x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Indexed: 11/23/2022]
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Rusanov AL, Nakhod KV, Nakhod VI, Poverennaya EV, Petushkova NA, Luzgina NG. Changes in the Proteome of HaCaT Keratinocytes Induced by Cytotoxic Substance Triton X-100. Bull Exp Biol Med 2017; 163:620-622. [PMID: 28952047 DOI: 10.1007/s10517-017-3863-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Indexed: 11/26/2022]
Abstract
Changes in the proteome of keratinocytes of immortalized HaCaT line exposed to cytotoxic substance Triton X-100 in concentrations of 12.5 and 25 μg/ml were studied by liquid chromatography combined with mass spectrometry. The appearance of proteins involved in the regulation of mitosis, RNA stability, and catabolic processes were detected; the number of apoptosis-associated proteins increased, while the number of proteins involved in differentiation and energy metabolism of keratinocytes decreased.
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Affiliation(s)
| | - K V Nakhod
- V. N. Orekhovich Research Institute of Biomedical Chemistry, Moscow, Russia
| | - V I Nakhod
- V. N. Orekhovich Research Institute of Biomedical Chemistry, Moscow, Russia
| | - E V Poverennaya
- V. N. Orekhovich Research Institute of Biomedical Chemistry, Moscow, Russia
| | - N A Petushkova
- V. N. Orekhovich Research Institute of Biomedical Chemistry, Moscow, Russia
| | - N G Luzgina
- V. N. Orekhovich Research Institute of Biomedical Chemistry, Moscow, Russia
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Novikova SE, Kurbatov LK, Zavialova MG, Zgoda VG, Archakov AI. [Omics technologies in diagnostics of lung adenocarcinoma]. BIOMEDIT︠S︡INSKAI︠A︡ KHIMII︠A︡ 2017; 63:181-210. [PMID: 28781253 DOI: 10.18097/pbmc20176303181] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
To date lung adenocarcinoma (LAC) is the most common type of lung cancer. Numerous studies on LAC biology resulted in identification of crucial mutations in protooncogenes and activating neoplastic transformation pathways. Therapeutic approaches that significantly increase the survival rate of patients with LAC of different etiology have been developed and introduced into clinical practice. However, the main problem in the treatment of LAC is early diagnosis, taking into account both factors and mechanisms responsible in tumor initiation and progression. Identification of a wide biomarker repertoire with high specificity and reliability of detection appears to be a solution to this problem. In this context, proteins with differential expression in normal and pathological condition, suitable for detection in biological fluids are the most promising biomarkers. In this review we have analyzed literature data on studies aimed at search of LAC biomarkers. The major attention has been paid to protein biomarkers as the most promising and convenient subject of clinical diagnosis. The review also summarizes existing knowledge on posttranslational modifications, splice variants, isoforms, as well as model systems and transcriptome changes in LAC.
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Affiliation(s)
- S E Novikova
- Institute of Biomedical Chemistry, Moscow, Russia
| | - L K Kurbatov
- Institute of Biomedical Chemistry, Moscow, Russia
| | | | - V G Zgoda
- Institute of Biomedical Chemistry, Moscow, Russia
| | - A I Archakov
- Institute of Biomedical Chemistry, Moscow, Russia
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Kopylov AT, Ilgisonis EV, Moysa AA, Tikhonova OV, Zavialova MG, Novikova SE, Lisitsa AV, Ponomarenko EA, Moshkovskii SA, Markin AA, Grigoriev AI, Zgoda VG, Archakov AI. Targeted Quantitative Screening of Chromosome 18 Encoded Proteome in Plasma Samples of Astronaut Candidates. J Proteome Res 2016; 15:4039-4046. [PMID: 27457493 DOI: 10.1021/acs.jproteome.6b00384] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
This work was aimed at estimating the concentrations of proteins encoded by human chromosome 18 (Chr 18) in plasma samples of 54 healthy male volunteers (aged 20-47). These young persons have been certified by the medical evaluation board as healthy subjects ready for space flight training. Over 260 stable isotope-labeled peptide standards (SIS) were synthesized to perform the measurements of proteins encoded by Chr 18. Selected reaction monitoring (SRM) with SIS allowed an estimate of the levels of 84 of 276 proteins encoded by Chr 18. These proteins were quantified in whole and depleted plasma samples. Concentration of the proteins detected varied from 10-6 M (transthyretin, P02766) to 10-11 M (P4-ATPase, O43861). A minor part of the proteins (mostly representing intracellular proteins) was characterized by extremely high inter individual variations. The results provide a background for studies of a potential biomarker in plasma among proteins encoded by Chr 18. The SRM raw data are available in ProteomeXchange repository (PXD004374).
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Andrey A Markin
- Institute of Medico-Biological Problems, Russian Academy of Sciences , 123007, Moscow, Russia
| | - Anatoly I Grigoriev
- Institute of Medico-Biological Problems, Russian Academy of Sciences , 123007, Moscow, Russia
| | - Victor G Zgoda
- Institute of Biomedical Chemistry , 119121, Moscow, Russia
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Moskaleva N, Moysa A, Novikova S, Tikhonova O, Zgoda V, Archakov A. Spaceflight Effects on Cytochrome P450 Content in Mouse Liver. PLoS One 2015; 10:e0142374. [PMID: 26561010 PMCID: PMC4641588 DOI: 10.1371/journal.pone.0142374] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Accepted: 10/21/2015] [Indexed: 12/30/2022] Open
Abstract
Hard conditions of long-term manned spaceflight can affect functions of many biological systems including a system of drug metabolism. The cytochrome P450 (CYP) superfamily plays a key role in the drug metabolism. In this study we examined the hepatic content of some P450 isoforms in mice exposed to 30 days of space flight and microgravity. The CYP content was established by the mass-spectrometric method of selected reaction monitoring (SRM). Significant changes in the CYP2C29, CYP2E1 and CYP1A2 contents were detected in mice of the flight group compared to the ground control group. Within seven days after landing and corresponding recovery period changes in the content of CYP2C29 and CYP1A2 returned to the control level, while the CYP2E1 level remained elevated. The induction of enzyme observed in the mice in the conditions of the spaceflight could lead to an accelerated biotransformation and change in efficiency of pharmacological agents, metabolizing by corresponding CYP isoforms. Such possibility of an individual pharmacological response to medication during long-term spaceflights and early period of postflight adaptation should be taken into account in space medicine.
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Affiliation(s)
| | | | | | | | - Victor Zgoda
- Institute of Biomedical Chemistry, Moscow, Russia
- * E-mail:
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Novikova SE, Zgoda VG. [Transcriptomics and proteomics in studies of induced differentiation of leukemia cells]. BIOMEDIT︠S︡INSKAI︠A︡ KHIMII︠A︡ 2015; 61:529-44. [PMID: 26539862 DOI: 10.18097/pbmc20156105529] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Induced differentiation of leukemia cells is in the focus of basic and applied biomedical studies medicine and biology for more than 30 years. During this period specific regulatory molecules involved in the maturation process have been identified by biochemical and molecular biological methods. Recent developments of high-throughput transcriptomic and proteomic techniques made it possible to analyze large sets of mRNA and proteins; this resulted in identification of functionally important signal transduction pathways and networks of molecular interactions, and thus extent existing knowledge on the molecular mechanisms of induced differentiation. Despite significant advances in mechanisms of induced differentiation, many problems related to the molecular mechanism of cell maturation, a phenomenon of therapeutic resistance of leukemic cells need better understanding and thus require further detailed study. Transcriptomics and proteomics methods provide a suitable methodological platform for the implementation of such studies. This review highlights the use of transcriptomic and proteomic methods in studies aimed at various aspects of the induced differentiation. Special attention is paid to the employment of the systems approach for investigation of various aspects of cell maturation. The use of the systems approach in studies of induced differentiation is an important step for the transition from the formal data accumulation on expression of mRNA and proteins towards creating models of biological processes in silico.
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Affiliation(s)
- S E Novikova
- Institute of Biomedical Chemistry, Moscow, Russia
| | - V G Zgoda
- Institute of Biomedical Chemistry, Moscow, Russia
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Iadarola P, Fumagalli M, Bardoni AM, Salvini R, Viglio S. Recent applications of CE- and HPLC-MS in the analysis of human fluids. Electrophoresis 2015; 37:212-30. [PMID: 26426542 DOI: 10.1002/elps.201500272] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Revised: 09/06/2015] [Accepted: 09/11/2015] [Indexed: 01/08/2023]
Abstract
The present review intends to cover the literature on the use of CE-/LC-MS for the analysis of human fluids, from 2010 until present. It has been planned to provide an overview of the most recent practical applications of these techniques to less extensively used human body fluids, including, bronchoalveolar lavage fluid, synovial fluid, nipple aspirate, tear fluid, breast fluid, amniotic fluid, and cerumen. Potential pitfalls related to fluid collection and sample preparation, with particular attention to sample clean-up procedures, and methods of analysis, from the research laboratory to a clinical setting will also be addressed. While being apparent that proteomics/metabolomics represent the most prominent approaches for global identification/quantification of putative biomarkers for a variety of human diseases, evidence is also provided of the suitability of these sophisticated techniques for the detection of heterogeneous components carried by these fluids.
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Affiliation(s)
- Paolo Iadarola
- Department of Biology and Biotechnologies "L. Spallanzani,", Biochemistry Unit, University of Pavia, Italy
| | - Marco Fumagalli
- Department of Biology and Biotechnologies "L. Spallanzani,", Biochemistry Unit, University of Pavia, Italy
| | - Anna Maria Bardoni
- Department of Molecular Medicine, Biochemistry Unit, University of Pavia, Italy
| | - Roberta Salvini
- Department of Molecular Medicine, Biochemistry Unit, University of Pavia, Italy
| | - Simona Viglio
- Department of Molecular Medicine, Biochemistry Unit, University of Pavia, Italy
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Ponomarenko E, Zgoda V, Kopylov A, Poverennaya E, Ilgisonis E, Lisitsa A, Archakov A. The Russian part of the human proteome project:first results and prospects. ACTA ACUST UNITED AC 2015; 61:169-75. [DOI: 10.18097/pbmc20156102169] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The article summarizes the achievements of the pilot phase (2010-2014) of the Russian part of the international project “Human Proteome” and identifies the directions for further work on the study of the human chromosome 18 proteome in the framework of the project main phase (2015-2022). The pilot phase of the project was focused on the detection of at least one protein for each chromosome 18 protein-coding gene in three types of the biological material. The application of mass spectrometric detection of proteins by the methods of multiple reactions monitoring (MRM) and gene-centric approach made it possible to detect 95% of master forms of proteins, for 60% of which the quantitative assessment of the protein content was obtained in at least one type of the biological material. The task of the main phase of the project is to measure the proteome size of healthy individuals, taking into account the modified protein forms, providing for both the bioinformatics prediction of the quantity of proteins types and the selective experimental measurement of single proteoforms. Since the ranges of protein concentrations corresponding to the normal physiological state have not been identified, the work of the main phase of the project is focused on the study of clinically healthy individuals. The absence of these data complicates significantly the interpretation of the patients’ blood proteomic profiles and prevents creating diagnostic tests. In the long term prospect, implementation of the project envisages development of a diagnostic test system based on multiple reactions monitoring (MRM) for quantitative measurement of the protein forms associated with some diseases. Development of such test systems will allow predicting the extent of risk of different diseases, diagnosing a disease at its early stage and monitoring the effectiveness of the treatment.
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Affiliation(s)
| | - V.G. Zgoda
- Institute of Biomedical Chemistry, Moscow, Russia
| | - A.T. Kopylov
- Institute of Biomedical Chemistry, Moscow, Russia
| | | | | | - A.V. Lisitsa
- Institute of Biomedical Chemistry, Moscow, Russia
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