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1.
Cancers (Basel) ; 15(2)2023 Jan 16.
Article in English | MEDLINE | ID: mdl-36672506

ABSTRACT

The qualitative and quantitative evaluation of proteome changes that condition cancer development can be achieved with liquid chromatography-mass spectrometry (LC-MS). LC-MS-based proteomics strategies are carried out according to predesigned workflows that comprise several steps such as sample selection, sample processing including labeling, MS acquisition methods, statistical treatment, and bioinformatics to understand the biological meaning of the findings and set predictive classifiers. As the choice of best options might not be straightforward, we herein review and assess past and current proteomics approaches for the discovery of new cancer biomarkers. Moreover, we review major bioinformatics tools for interpreting and visualizing proteomics results and suggest the most popular machine learning techniques for the selection of predictive biomarkers. Finally, we consider the approximation of proteomics strategies for clinical diagnosis and prognosis by discussing current barriers and proposals to circumvent them.

2.
Adv Exp Med Biol ; 1396: 19-33, 2023.
Article in English | MEDLINE | ID: mdl-36454457

ABSTRACT

Metabolic and cardiovascular diseases are world-concerning pathologies that affect an important percentage of the population. Nowadays, advances in the genetic background of these diseases allow new approaches to models and therapies, as well as different gene edition trials. Furthermore, technological improvements in gene editing go along with the development of new online and biocomputational tools that provide us alternative ways to explore pathologies. In this chapter, historical gene editing methods are discussed but focusing on CRISPR-Cas system in detail and also online resources available to perform these types of experiments. Here, the different strategies for gene editing and their online tools are gathered, putting the light on its application in the study and treatment of cardiovascular and metabolic diseases.


Subject(s)
Cardiovascular System , Metabolic Diseases , Humans , Gene Editing , Metabolic Diseases/genetics , Metabolic Diseases/therapy , CRISPR-Cas Systems/genetics , Databases, Factual
3.
Front Immunol ; 13: 1013236, 2022.
Article in English | MEDLINE | ID: mdl-36353645

ABSTRACT

In CD38-deficient ( Cd38-/- ) mice intraperitoneal injection of pristane induces a lupus-like disease, which is milder than that induced in WT mice, showing significant differences in the inflammatory and autoimmune processes triggered by pristane. Extracellular vesicles (EV) are present in all body fluids. Shed by cells, their molecular make-up reflects that of their cell of origin and/or tissue pathological situation. The aim of this study was to analyze the protein composition, protein abundance, and functional clustering of EV released by peritoneal exudate cells (PECs) in the pristane experimental lupus model, to identify predictive or diagnostic biomarkers that might discriminate the autoimmune process in lupus from inflammatory reactions and/or normal physiological processes. In this study, thanks to an extensive proteomic analysis and powerful bioinformatics software, distinct EV subtypes were identified in the peritoneal exudates of pristane-treated mice: 1) small EV enriched in the tetraspanin CD63 and CD9, which are likely of exosomal origin; 2) small EV enriched in CD47 and CD9, which are also enriched in plasma-membrane, membrane-associated proteins, with an ectosomal origin; 3) small EV enriched in keratins, ECM proteins, complement/coagulation proteins, fibrin clot formation proteins, and endopetidase inhibitor proteins. This enrichment may have an inflammation-mediated mesothelial-to-mesenchymal transition origin, representing a protein corona on the surface of peritoneal exudate EV; 4) HDL-enriched lipoprotein particles. Quantitative proteomic analysis allowed us to identify an anti-inflammatory, Annexin A1-enriched pro-resolving, neutrophil protein signature, which was more prominent in EV from pristane-treated Cd38-/- mice, and quantitative differences in the protein cargo of the ECM-enriched EV from Cd38-/- vs WT mice. These differences are likely to be related with the distinct inflammatory outcome shown by Cd38-/- vs WT mice in response to pristane treatment. Our results demonstrate the power of a hypothesis-free and data-driven approach to transform the heterogeneity of the peritoneal exudate EV from pristane-treated mice in valuable information about the relative proportion of different EV in a given sample and to identify potential protein markers specific for the different small EV subtypes, in particular those proteins defining EV involved in the resolution phase of chronic inflammation.


Subject(s)
Extracellular Vesicles , Neutrophils , Mice , Animals , Proteomics , Disease Models, Animal , Inflammation , Anti-Inflammatory Agents
4.
Front Immunol ; 12: 713697, 2021.
Article in English | MEDLINE | ID: mdl-34504495

ABSTRACT

The absence of the mouse cell surface receptor CD38 in Cd38-/- mice suggests that this receptor acts as a positive regulator of inflammatory and autoimmune responses. Here, we report that, in the context of the chronic graft-versus-host disease (cGVHD) lupus inducible model, the transfer of B6.C-H2bm12/KhEg(bm12) spleen cells into co-isogenic Cd38-/- B6 mice causes milder lupus-like autoimmunity with lower levels of anti-ssDNA autoantibodies than the transfer of bm12 spleen cells into WT B6 mice. In addition, significantly lower percentages of Tfh cells, as well as GC B cells, plasma cells, and T-bet+CD11chi B cells, were observed in Cd38-/- mice than in WT mice, while the expansion of Treg cells and Tfr cells was normal, suggesting that the ability of Cd38-/- B cells to respond to allogeneic help from bm12 CD4+ T cells is greatly diminished. The frequencies of T-bet+CD11chi B cells, which are considered the precursors of the autoantibody-secreting cells, correlate with anti-ssDNA autoantibody serum levels, IL-27, and sCD40L. Proteomics profiling of the spleens from WT cGVHD mice reflects a STAT1-driven type I IFN signature, which is absent in Cd38-/- cGVHD mice. Kidney, spleen, and liver inflammation was mild and resolved faster in Cd38-/- cGVHD mice than in WT cGVHD mice. We conclude that CD38 in B cells functions as a modulator receptor that controls autoimmune responses.


Subject(s)
ADP-ribosyl Cyclase 1/deficiency , B-Lymphocytes/immunology , B-Lymphocytes/metabolism , Disease Susceptibility , Graft vs Host Disease/etiology , Graft vs Host Disease/metabolism , Membrane Glycoproteins/deficiency , Adoptive Transfer , Animals , Autoantibodies/blood , Autoantibodies/immunology , Autoimmunity , Biomarkers , Chronic Disease , Cytokines/metabolism , Disease Models, Animal , Female , Graft vs Host Disease/diagnosis , Graft vs Host Disease/therapy , Immunophenotyping , Lupus Erythematosus, Systemic/etiology , Lupus Erythematosus, Systemic/metabolism , Lupus Erythematosus, Systemic/pathology , Lymphocyte Count , Mice , Mice, Knockout , Organ Specificity , Proteome , Proteomics/methods , T-Lymphocytes, Regulatory/immunology , T-Lymphocytes, Regulatory/metabolism
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