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Mass Spectrometric Proteomics 2022

A special issue of International Journal of Molecular Sciences (ISSN 1422-0067). This special issue belongs to the section "Molecular Informatics".

Deadline for manuscript submissions: closed (31 May 2022) | Viewed by 24997

Special Issue Editor


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Guest Editor
Department of Biology and Biotechnology “L. Spallanzani”, Universita degli Studi di Pavia, Pavia, Italy
Interests: liquid chromatography; mass spectrometry; biomarkers of human disorders and biomarker discovery

Special Issue Information

Dear Colleagues,

Proteomics is a still-growing field of molecular biology whose goal is the systematic identification and quantification of the entire set of proteins (the proteome) expressed at a given time in a biological system (organism, tissue, cell or biological fluid). Assuming that the variations observed in the proteomes of a system at different times, in response to a specific stimulus, would highlight differences between them, most proteomic (in parallel with metabolomics and genomics) efforts to date have been mainly directed towards biomarker research for a variety of disorders. As proteomics and genomics are complementary techniques, it is questionable what the former adds to the latter. Indeed, the variety of proteins that may be produced both as the result of alternative splicing at the RNA level and after translation (by processes such as phosphorylation, glycosylation and proteolytic cleavage) makes proteomics more suitable than genomics for a comprehensive understanding of the biochemical processes that govern life. Understanding how proteins function and interact with one another is another goal of proteomics that makes this approach even more intriguing. Because of their ability to handle the complexity of the events mentioned above, mass spectrometry (MS)-based methods have become the primary technology to identify proteins that may be separated by one- and two-dimensional gel electrophoresis (1- and 2-DE) and/or by the liquid chromatographic techniques (1-and 2D-LC). Currently, proteomics relies mainly on MS and the numerous applications thus far described have contributed heavily to providing new insights into the roles played by some proteins in human disorders.

The aim of this Special Issue is to attract contributions on all aspects of MS-based proteomics, with a special emphasis on recent/novel technologies that, by pushing the boundaries of MS capabilities, are able to address biological problems that have not yet been resolved.

Prof. Dr. Paolo Iadarola
Guest Editor

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Keywords

  • proteome
  • mass spectrometry
  • biological system
  • genome
  • protein forms
  • biological phenotype
  • expression, localization, interaction and domain structure of proteomics

Published Papers (9 papers)

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Editorial

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3 pages, 179 KiB  
Editorial
Mass Spectrometric Proteomics 2022
by Paolo Iadarola
Int. J. Mol. Sci. 2022, 23(22), 14246; https://doi.org/10.3390/ijms232214246 - 17 Nov 2022
Cited by 1 | Viewed by 937
Abstract
Until recently, a major challenge of biochemists working in the protein field was the identification, purification, and sequencing of an individual protein [...] Full article
(This article belongs to the Special Issue Mass Spectrometric Proteomics 2022)

Research

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19 pages, 2003 KiB  
Article
Urinary Proteomic Signature in Acute Decompensated Heart Failure: Advances into Molecular Pathophysiology
by Elisa Diaz-Riera, Maísa García-Arguinzonis, Laura López, Xavier Garcia-Moll, Lina Badimon and Teresa Padro
Int. J. Mol. Sci. 2022, 23(4), 2344; https://doi.org/10.3390/ijms23042344 - 20 Feb 2022
Cited by 3 | Viewed by 2295
Abstract
Acute decompensated heart failure (ADHF) is a life-threatening clinical syndrome involving multi-organ function deterioration. ADHF results from multifaceted, dysregulated pathways that remain poorly understood. Better characterization of proteins associated with heart failure decompensation is needed to gain understanding of the disease pathophysiology and [...] Read more.
Acute decompensated heart failure (ADHF) is a life-threatening clinical syndrome involving multi-organ function deterioration. ADHF results from multifaceted, dysregulated pathways that remain poorly understood. Better characterization of proteins associated with heart failure decompensation is needed to gain understanding of the disease pathophysiology and support a more accurate disease phenotyping. In this study, we used an untargeted mass spectrometry (MS) proteomic approach to identify the differential urine protein signature in ADHF patients and examine its pathophysiological link to disease evolution. Urine samples were collected at hospital admission and compared with a group of healthy subjects by two-dimensional electrophoresis coupled to MALDI-TOF/TOF mass spectrometry. A differential pattern of 26 proteins (>1.5-fold change, p < 0.005), mostly of hepatic origin, was identified. The top four biological pathways (p < 0.0001; in silico analysis) were associated to the differential ADHF proteome including retinol metabolism and transport, immune response/inflammation, extracellular matrix organization, and platelet degranulation. Transthyretin (TTR) was the protein most widely represented among them. Quantitative analysis by ELISA of TTR and its binding protein, retinol-binding protein 4 (RBP4), validated the proteomic results. ROC analysis evidenced that combining RBP4 and TTR urine levels highly discriminated ADHF patients with renal dysfunction (AUC: 0.826, p < 0.001) and significantly predicted poor disease evolution over 18-month follow-up. In conclusion, the MS proteomic approach enabled identification of a specific urine protein signature in ADHF at hospitalization, highlighting changes in hepatic proteins such as TTR and RBP4. Full article
(This article belongs to the Special Issue Mass Spectrometric Proteomics 2022)
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12 pages, 2728 KiB  
Article
Oxidative Stress Modulation by Carnosine in Scaffold Free Human Dermis Spheroids Model: A Proteomic Study
by Gilda Aiello, Francesca Rescigno, Marisa Meloni, Giovanna Baron, Giancarlo Aldini, Marina Carini and Alfonsina D’Amato
Int. J. Mol. Sci. 2022, 23(3), 1468; https://doi.org/10.3390/ijms23031468 - 27 Jan 2022
Cited by 8 | Viewed by 1970
Abstract
Carnosine is an endogenous β-alanyl-L-histidine dipeptide endowed with antioxidant and carbonyl scavenger properties, which is able to significantly prevent the visible signs of aging and photoaging. To investigate the mechanism of action of carnosine on human skin proteome, a 3D scaffold-free spheroid model [...] Read more.
Carnosine is an endogenous β-alanyl-L-histidine dipeptide endowed with antioxidant and carbonyl scavenger properties, which is able to significantly prevent the visible signs of aging and photoaging. To investigate the mechanism of action of carnosine on human skin proteome, a 3D scaffold-free spheroid model of primary dermal fibroblasts from a 50-year-old donor was adopted in combination with quantitative proteomics for the first time. The label free proteomics approach based on high-resolution mass spectrometry, integrated with network analyses, provided a highly sensitive and selective method to describe the human dermis spheroid model during long-term culture and upon carnosine treatment. Overall, 2171 quantified proteins allowed the in-depth characterization of the 3D dermis phenotype during growth and differentiation, at 14 versus 7 days of culture. A total of 485 proteins were differentially regulated by carnosine at 7 days, an intermediate time of culture. Of the several modulated pathways, most are involved in mitochondrial functionality, such as oxidative phosphorylation, TCA cycle, extracellular matrix reorganization and apoptosis. In long-term culture, functional modules related to oxidative stress were upregulated, inducing the aging process of dermis spheroids, while carnosine treatment prevented this by the downregulation of the same functional modules. The application of quantitative proteomics, coupled to advanced and relevant in vitro scaffold free spheroids, represents a new concrete application for personalized therapies and a novel care approach. Full article
(This article belongs to the Special Issue Mass Spectrometric Proteomics 2022)
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14 pages, 1239 KiB  
Article
Determination of CYP450 Expression Levels in the Human Small Intestine by Mass Spectrometry-Based Targeted Proteomics
by Alexia Grangeon, Valérie Clermont, Azemi Barama, Fleur Gaudette, Jacques Turgeon and Veronique Michaud
Int. J. Mol. Sci. 2021, 22(23), 12791; https://doi.org/10.3390/ijms222312791 - 26 Nov 2021
Cited by 9 | Viewed by 2212
Abstract
The human small intestine can be involved in the first-pass metabolism of drugs. Under this condition, members of the CYP450 superfamily are expected to contribute to drug presystemic biotransformation. The aim of this study was to quantify protein expression levels of 16 major [...] Read more.
The human small intestine can be involved in the first-pass metabolism of drugs. Under this condition, members of the CYP450 superfamily are expected to contribute to drug presystemic biotransformation. The aim of this study was to quantify protein expression levels of 16 major CYP450 isoforms in tissue obtained from nine human organ donors in seven subsections of the small intestine, i.e., duodenum (one section, N = 7 tissue samples), jejunum (three subsections (proximal, mid and distal), N = 9 tissue samples) and ileum (three subsections, (proximal, mid and distal), N = 9 tissue samples), using liquid chromatography tandem mass spectrometry (LC-MS/MS) based targeted proteomics. CYP450 absolute protein expression levels were compared to mRNA levels and enzyme activities by using established probe drugs. Proteins corresponding to seven of sixteen potential CYP450 isoforms were detected and quantified in various sections of the small intestine: CYP2C9, CYP2C19, CYP2D6, CYP2J2, CYP3A4, CYP3A5 and CYP4F2. Wide inter-subject variability was observed, especially for CYP2D6. CYP2C9 (p = 0.004) and CYP2C19 (p = 0.005) expression levels decreased along the small intestine. From the duodenum to the ileum, CYP2J2 (p = 0.001) increased, and a trend was observed for CYP3A5 (p = 0.13). CYP3A4 expression was higher in the jejunum than in the ileum (p = 0.03), while CYP4F2 expression was lower in the duodenum compared to the jejunum and the ileum (p = 0.005). CYP450 protein levels were better correlated with specific isoform activities than with mRNA levels. This study provides new data on absolute CYP450 quantification in human small intestine that could improve physiologically based pharmacokinetic models. These data could better inform drug absorption profiles while considering the regional expression of CYP450 isoforms. Full article
(This article belongs to the Special Issue Mass Spectrometric Proteomics 2022)
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17 pages, 2689 KiB  
Article
Proteomic Changes of Activated Hepatic Stellate Cells
by Maximilian Schinagl, Tamara Tomin, Juergen Gindlhuber, Sophie Honeder, Raphael Pfleger, Matthias Schittmayer, Michael Trauner and Ruth Birner-Gruenberger
Int. J. Mol. Sci. 2021, 22(23), 12782; https://doi.org/10.3390/ijms222312782 - 26 Nov 2021
Cited by 8 | Viewed by 4030
Abstract
Hepatic stellate cells (HSC) are the major cellular drivers of liver fibrosis. Upon liver inflammation caused by a broad range of insults including non-alcoholic fatty liver, HSC transform from a quiescent into a proliferating, fibrotic phenotype. Although much is known about the pathophysiology [...] Read more.
Hepatic stellate cells (HSC) are the major cellular drivers of liver fibrosis. Upon liver inflammation caused by a broad range of insults including non-alcoholic fatty liver, HSC transform from a quiescent into a proliferating, fibrotic phenotype. Although much is known about the pathophysiology of this process, exact cellular processes which occur in HSC and enable this transformation remain yet to be elucidated. In order to investigate this HSC transformation, we employed a simple, yet reliable model of HSC activation via an increase in growth medium serum concentration (serum activation). For that purpose, immortalized human LX-2 HSC were exposed to either 1% or 10% fetal bovine serum (FBS). Resulting quiescent (1% FBS) and activated (10% FBS) LX-2 cells were then subjected to in-depth mass spectrometry-based proteomics analysis as well as comprehensive phenotyping. Protein network analysis of activated LX-2 cells revealed an increase in the production of ribosomal proteins and proteins related to cell cycle control and migration, resulting in higher proliferation and faster migration phenotypes. Interestingly, we also observed a decrease in the expression of cholesterol and fatty acid biosynthesis proteins in accordance with a concomitant loss of cytosolic lipid droplets during activation. Overall, this work provides an update on HSC activation characteristics using contemporary proteomic and bioinformatic analyses and presents an accessible model for HSC activation. Data are available via ProteomeXchange with identifier PXD029121. Full article
(This article belongs to the Special Issue Mass Spectrometric Proteomics 2022)
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17 pages, 2809 KiB  
Article
Characterization of the Human Eccrine Sweat Proteome—A Focus on the Biological Variability of Individual Sweat Protein Profiles
by Bastien Burat, Audrey Reynaerts, Dominique Baiwir, Maximilien Fléron, Gauthier Eppe, Teresinha Leal and Gabriel Mazzucchelli
Int. J. Mol. Sci. 2021, 22(19), 10871; https://doi.org/10.3390/ijms221910871 - 08 Oct 2021
Cited by 9 | Viewed by 2860
Abstract
The potential of eccrine sweat as a bio-fluid of interest for diagnosis and personalized therapy has not yet been fully evaluated, due to the lack of in-depth sweat characterization studies. Thanks to recent developments in omics, together with the availability of accredited sweat [...] Read more.
The potential of eccrine sweat as a bio-fluid of interest for diagnosis and personalized therapy has not yet been fully evaluated, due to the lack of in-depth sweat characterization studies. Thanks to recent developments in omics, together with the availability of accredited sweat collection methods, the analysis of human sweat may now be envisioned as a standardized, non-invasive test for individualized monitoring and personalized medicine. Here, we characterized individual sweat samples, collected from 28 healthy adult volunteers under the most standardized sampling methodology, by applying optimized shotgun proteomics. The thorough characterization of the sweat proteome allowed the identification of 983 unique proteins from which 344 were identified across all samples. Annotation-wise, the study of the sweat proteome unveiled the over-representation of newly addressed actin dynamics, oxidative stress and proteasome-related functions, in addition to well-described proteolysis and anti-microbial immunity. The sweat proteome composition correlated with the inter-individual variability of sweat secretion parameters. In addition, both gender-exclusive proteins and gender-specific protein abundances were highlighted, despite the high similarity between human female and male sweat proteomes. In conclusion, standardized sample collection coupled with optimized shotgun proteomics significantly improved the depth of sweat proteome coverage, far beyond previous similar studies. The identified proteins were involved in many diverse biological processes and molecular functions, indicating the potential of this bio-fluid as a valuable biological matrix for further studies. Addressing sweat variability, our results prove the proteomic profiling of sweat to be a promising bio-fluid analysis for individualized, non-invasive monitoring and personalized medicine. Full article
(This article belongs to the Special Issue Mass Spectrometric Proteomics 2022)
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16 pages, 2565 KiB  
Article
Single-Tear Proteomics: A Feasible Approach to Precision Medicine
by Erika Ponzini, Diletta Ami, Alessandro Duse, Carlo Santambrogio, Antonella De Palma, Dario Di Silvestre, Pierluigi Mauri, Fabio Pezzoli, Antonino Natalello, Silvia Tavazzi and Rita Grandori
Int. J. Mol. Sci. 2021, 22(19), 10750; https://doi.org/10.3390/ijms221910750 - 04 Oct 2021
Cited by 22 | Viewed by 3032
Abstract
Lacrimal fluid is an attractive source of noninvasive biomarkers, the main limitation being the small sample amounts typically collected. Advanced analytical methods to allow for proteomics profiling from a few microliters are needed to develop innovative biomarkers, with attractive perspectives of applications to [...] Read more.
Lacrimal fluid is an attractive source of noninvasive biomarkers, the main limitation being the small sample amounts typically collected. Advanced analytical methods to allow for proteomics profiling from a few microliters are needed to develop innovative biomarkers, with attractive perspectives of applications to precision medicine. This work describes an effective, analytical pipeline for single-tear analysis by ultrahigh-resolution, shotgun proteomics from 23 healthy human volunteers, leading to high-confidence identification of a total of 890 proteins. Highly reproducible quantification was achieved by either peak intensity, peak area, or spectral counting. Hierarchical clustering revealed a stratification of females vs. males that did not emerge from previous studies on pooled samples. Two subjects were monitored weekly over 3 weeks. The samples clustered by withdrawal time of day (morning vs. afternoon) but not by follow-up week, with elevated levels of components of the immune system in the morning samples. This study demonstrates feasibility of single-tear quantitative proteomics, envisaging contributions of this unconventional body fluid to individualized approaches in biomedicine. Full article
(This article belongs to the Special Issue Mass Spectrometric Proteomics 2022)
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17 pages, 2779 KiB  
Article
A Shotgun Proteomic Platform for a Global Mapping of Lymphoblastoid Cells to Gain Insight into Nasu-Hakola Disease
by Antonella De Palma, Anna Maria Agresta, Simona Viglio, Rossana Rossi, Maura D’Amato, Dario Di Silvestre, Pierluigi Mauri and Paolo Iadarola
Int. J. Mol. Sci. 2021, 22(18), 9959; https://doi.org/10.3390/ijms22189959 - 15 Sep 2021
Cited by 3 | Viewed by 1805
Abstract
Nasu-Hakola Disease (NHD) is a recessively inherited systemic leukodystrophy disorder characterized by a combination of frontotemporal presenile dementia and lytic bone lesions. NHD is known to be genetically related to a structural defect of TREM2 and DAP12, two genes that encode for different [...] Read more.
Nasu-Hakola Disease (NHD) is a recessively inherited systemic leukodystrophy disorder characterized by a combination of frontotemporal presenile dementia and lytic bone lesions. NHD is known to be genetically related to a structural defect of TREM2 and DAP12, two genes that encode for different subunits of the membrane receptor signaling complex expressed by microglia and osteoclast cells. Because of its rarity, molecular or proteomic studies on this disorder are absent or scarce, only case reports based on neuropsychological and genetic tests being reported. In light of this, the aim of this paper is to provide evidence on the potential of a label-free proteomic platform based on the Multidimensional Protein Identification Technology (MudPIT), combined with in-house software and on-line bioinformatics tools, to characterize the protein expression trends and the most involved pathways in NHD. The application of this approach on the Lymphoblastoid cells from a family composed of individuals affected by NHD, healthy carriers and control subjects allowed for the identification of about 3000 distinct proteins within the three analyzed groups, among which proteins anomalous to each category were identified. Of note, several differentially expressed proteins were associated with neurodegenerative processes. Moreover, the protein networks highlighted some molecular pathways that may be involved in the onset or progression of this rare frontotemporal disorder. Therefore, this fully automated MudPIT platform which allowed, for the first time, the generation of the whole protein profile of Lymphoblastoid cells from Nasu-Hakola subjects, could be a valid approach for the investigation of similar neurodegenerative diseases. Full article
(This article belongs to the Special Issue Mass Spectrometric Proteomics 2022)
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Review

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24 pages, 1975 KiB  
Review
Proteomic Analysis of Human Sputum for the Diagnosis of Lung Disorders: Where Are We Today?
by Maura D’Amato, Paolo Iadarola and Simona Viglio
Int. J. Mol. Sci. 2022, 23(10), 5692; https://doi.org/10.3390/ijms23105692 - 19 May 2022
Cited by 12 | Viewed by 3834
Abstract
The identification of markers of inflammatory activity at the early stages of pulmonary diseases which share common characteristics that prevent their clear differentiation is of great significance to avoid misdiagnosis, and to understand the intrinsic molecular mechanism of the disorder. The combination of [...] Read more.
The identification of markers of inflammatory activity at the early stages of pulmonary diseases which share common characteristics that prevent their clear differentiation is of great significance to avoid misdiagnosis, and to understand the intrinsic molecular mechanism of the disorder. The combination of electrophoretic/chromatographic methods with mass spectrometry is currently a promising approach for the identification of candidate biomarkers of a disease. Since the fluid phase of sputum is a rich source of proteins which could provide an early diagnosis of specific lung disorders, it is frequently used in these studies. This report focuses on the state-of-the-art of the application, over the last ten years (2011–2021), of sputum proteomics in the investigation of severe lung disorders such as COPD; asthma; cystic fibrosis; lung cancer and those caused by COVID-19 infection. Analysis of the complete set of proteins found in sputum of patients affected by these disorders has allowed the identification of proteins whose levels change in response to the organism’s condition. Understanding proteome dynamism may help in associating these proteins with alterations in the physiology or progression of diseases investigated. Full article
(This article belongs to the Special Issue Mass Spectrometric Proteomics 2022)
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