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Samiminemati A, Aprile D, Siniscalco D, Di Bernardo G. Methods to Investigate the Secretome of Senescent Cells. Methods Protoc 2024; 7:52. [PMID: 39051266 PMCID: PMC11270363 DOI: 10.3390/mps7040052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 06/28/2024] [Accepted: 06/29/2024] [Indexed: 07/27/2024] Open
Abstract
The word "secretome" was first used to describe the proteins that cells secrete under different circumstances; however, recent studies have proven the existence of other molecules such as RNA and chemical compounds in the secretome. The study of secretome has significance for the diagnosis and treatment of disease as it provides insight into cellular functions, including immune responses, development, and homeostasis. By halting cell division, cellular senescence plays a role in both cancer defense and aging by secreting substances known as senescence-associated secretory phenotypes (SASP). A variety of techniques could be used to analyze the secretome: protein-based approaches like mass spectrometry and protein microarrays, nucleic acid-based methods like RNA sequencing, microarrays, and in silico prediction. Each method offers unique advantages and limitations in characterizing secreted molecules. Top-down and bottom-up strategies for thorough secretome analysis are became possible by mass spectrometry. Understanding cellular function, disease causes, and proper treatment targets is aided by these methodologies. Their approaches, benefits, and drawbacks will all be discussed in this review.
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Affiliation(s)
- Afshin Samiminemati
- Department of Experimental Medicine, Biotechnology, and Molecular Biology Section, Luigi Vanvitelli Campania University, 80138 Naples, Italy; (A.S.); (D.A.); (D.S.)
| | - Domenico Aprile
- Department of Experimental Medicine, Biotechnology, and Molecular Biology Section, Luigi Vanvitelli Campania University, 80138 Naples, Italy; (A.S.); (D.A.); (D.S.)
| | - Dario Siniscalco
- Department of Experimental Medicine, Biotechnology, and Molecular Biology Section, Luigi Vanvitelli Campania University, 80138 Naples, Italy; (A.S.); (D.A.); (D.S.)
| | - Giovanni Di Bernardo
- Department of Experimental Medicine, Biotechnology, and Molecular Biology Section, Luigi Vanvitelli Campania University, 80138 Naples, Italy; (A.S.); (D.A.); (D.S.)
- Sbarro Health Research Organization, Temple University, Philadelphia, PA 19122, USA
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Sokolowska I, Ngounou Wetie AG, Woods AG, Jayathirtha M, Darie CC. Role of Mass Spectrometry in Investigating a Novel Protein: The Example of Tumor Differentiation Factor (TDF). ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1140:417-433. [PMID: 31347062 DOI: 10.1007/978-3-030-15950-4_24] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Better understanding of central nervous system (CNS) molecules can include the identification of new molecules and their receptor systems. Discovery of novel proteins and elucidation of receptor targets can be accomplished using mass spectrometry (MS). We describe a case study of such a molecule, which our lab has studied using MS in combination with other protein identification techniques, such as immunohistochemistry and Western Blotting. This molecule is known as tumor differentiation factor (TDF), a recently-found protein secreted by the pituitary into the blood. TDF mRNA has been detected in brain; not heart, placenta, lung, liver, skeletal muscle, or pancreas. Currently TDF has an unclear function, and prior to our studies, its localization was only minimally understood, with no understanding of receptor targets. We investigated the distribution of TDF in the rat brain using immunohistochemistry (IHC) and immunofluorescence (IF). TDF protein was detected in pituitary and most other brain regions, in specific neurons but not astrocytes. We found TDF immunoreactivity in cultured neuroblastoma, not astrocytoma. These data suggest that TDF is localized to neurons, not to astrocytes. Our group also conducted studies to identify the TDF receptor (TDF-R). Using LC-MS/MS and Western blotting, we identified the members of the Heat Shock 70-kDa family of proteins (HSP70) as potential TDF-R candidates in both MCF7 and BT-549 human breast cancer cells (HBCC) and PC3, DU145, and LNCaP human prostate cancer cells (HPCC), but not in HeLa cells, NG108 neuroblastoma, or HDF-a and BLK CL.4 cells fibroblasts or fibroblast-like cells. These studies have combined directed protein identification techniques with mass spectrometry to increase our understanding of a novel protein that may have distinct actions as a hormone in the body and as a growth factor in the brain.
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Affiliation(s)
- Izabela Sokolowska
- Biochemistry & Proteomics Group, Department of Chemistry & Biomolecular Science, Clarkson University, Potsdam, NY, USA.
| | - Armand G Ngounou Wetie
- Biochemistry & Proteomics Group, Department of Chemistry & Biomolecular Science, Clarkson University, Potsdam, NY, USA
| | - Alisa G Woods
- Biochemistry & Proteomics Group, Department of Chemistry & Biomolecular Science, Clarkson University, Potsdam, NY, USA
| | - Madhuri Jayathirtha
- Biochemistry & Proteomics Group, Department of Chemistry & Biomolecular Science, Clarkson University, Potsdam, NY, USA
| | - Costel C Darie
- Biochemistry & Proteomics Group, Department of Chemistry & Biomolecular Science, Clarkson University, Potsdam, NY, USA
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Woods AG, Sokolowska I, Deinhardt K, Darie CC. Investigating a Novel Protein Using Mass Spectrometry: The Example of Tumor Differentiation Factor (TDF). ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 806:509-23. [DOI: 10.1007/978-3-319-06068-2_25] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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Biomarkers in major depressive disorder: the role of mass spectrometry. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 806:545-60. [PMID: 24952202 DOI: 10.1007/978-3-319-06068-2_27] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Major depressive disorder (MDD) is common. Despite numerous available treatments, many individuals fail to improve clinically. MDD continues to be diagnosed exclusively via behavioral rather than biological methods. Biomarkers-which include measurements of genes, proteins, and patterns of brain activity-may provide an important objective tool for the diagnosis of MDD or in the rational selection of treatments. Proteomic analysis and validation of its results as biomarkers is less explored than other areas of biomarker research in MDD. Mass spectrometry (MS) is a comprehensive, unbiased means of proteomic analysis, which can be complemented by directed protein measurements, such as Western Blotting. Prior studies have focused on MS analysis of several human biomaterials in MDD, including human post-mortem brain, cerebrospinal fluid (CSF), blood components, and urine. Further studies utilizing MS and proteomic analysis in MDD may help solidify and establish biomarkers for use in diagnosis, identification of new treatment targets, and understanding of the disorder. The ultimate goal is the validation of a biomarker or a biomarker signature that facilitates a convenient and inexpensive predictive test for depression treatment response and helps clinicians in the rational selection of next-step treatments.
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The potential of biomarkers in psychiatry: focus on proteomics. J Neural Transm (Vienna) 2013; 122 Suppl 1:S9-18. [DOI: 10.1007/s00702-013-1134-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2013] [Accepted: 12/02/2013] [Indexed: 02/06/2023]
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Mass spectrometry investigation of glycosylation on the NXS/T sites in recombinant glycoproteins. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2013; 1834:1474-83. [DOI: 10.1016/j.bbapap.2013.04.022] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2013] [Revised: 04/15/2013] [Accepted: 04/22/2013] [Indexed: 01/17/2023]
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Sokolowska I, Woods AG, Gawinowicz MA, Roy U, Darie CC. Characterization of tumor differentiation factor (TDF) and its receptor (TDF-R). Cell Mol Life Sci 2013; 70:2835-48. [PMID: 23076253 PMCID: PMC11113447 DOI: 10.1007/s00018-012-1185-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2012] [Revised: 09/27/2012] [Accepted: 10/01/2012] [Indexed: 10/27/2022]
Abstract
Tumor differentiation factor (TDF) is an under-investigated protein produced by the pituitary with no definitive function. TDF is secreted into the bloodstream and targets the breast and prostate, suggesting that it has an endocrine function. Initially, TDF was indirectly discovered based on the differentiation effect of alkaline pituitary extracts of the mammosomatotropic tumor MtTWlO on MTW9/PI rat mammary tumor cells. Years later, the cDNA clone responsible for this differentiation activity was isolated from a human pituitary cDNA library using expression cloning. The cDNA encoded a 108-amino-acid polypeptide that had differentiation activity on MCF7 breast cancer cells and on DU145 prostate cancer cells in vitro and in vivo. Recently, our group focused on identification of the TDF receptor (TDF-R). As potential TDF-R candidates, we identified the members of the Heat Shock 70-kDa family of proteins (HSP70) in both MCF7 and BT-549 human breast cancer cells (HBCC) and PC3, DU145, and LNCaP human prostate cancer cells (HPCC), but not in HeLa cells, NG108 neuroblastoma, or HDF-a and BLK CL.4 cells fibroblasts or fibroblast-like cells. Here we review the current advances on TDF, with particular focus on the structural investigation of its receptor and on its functional effects on breast and prostate cells.
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Affiliation(s)
- Izabela Sokolowska
- Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, 8 Clarkson Avenue, Potsdam, NY 13699-5810 USA
| | - Alisa G. Woods
- Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, 8 Clarkson Avenue, Potsdam, NY 13699-5810 USA
| | - Mary Ann Gawinowicz
- Protein Core Facility, College of Physicians and Surgeons, Columbia University, 160 Fort Washington Avenue, Room 415, New York, NY 10032 USA
| | - Urmi Roy
- Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, 8 Clarkson Avenue, Potsdam, NY 13699-5810 USA
| | - Costel C. Darie
- Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, 8 Clarkson Avenue, Potsdam, NY 13699-5810 USA
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Ngounou Wetie AG, Sokolowska I, Wormwood K, Beglinger K, Michel TM, Thome J, Darie CC, Woods AG. Mass spectrometry for the detection of potential psychiatric biomarkers. J Mol Psychiatry 2013; 1:8. [PMID: 25408901 PMCID: PMC4223884 DOI: 10.1186/2049-9256-1-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2012] [Accepted: 02/12/2013] [Indexed: 12/20/2022] Open
Abstract
The search for molecules that can act as potential biomarkers is increasing in the scientific community, including in the field of psychiatry. The field of proteomics is evolving and its indispensability for identifying biomarkers is clear. Among proteomic tools, mass spectrometry is the core technique for qualitative and quantitative identification of protein markers. While significant progress has been made in the understanding of biomarkers for neurodegenerative diseases such as Alzheimer's disease, multiple sclerosis and Parkinson's disease, psychiatric disorders have not been as extensively investigated. Recent and successful applications of mass spectrometry-based proteomics in fields such as cardiovascular disease, cancer, infectious diseases and neurodegenerative disorders suggest a similar path for psychiatric disorders. In this brief review, we describe mass spectrometry and its use in psychiatric biomarker research and highlight some of the possible challenges of undertaking this type of work. Further, specific examples of candidate biomarkers are highlighted. A short comparison of proteomic with genomic methods for biomarker discovery research is presented. In summary, mass spectrometry-based techniques may greatly facilitate ongoing efforts to understand molecular mechanisms of psychiatric disorders.
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Affiliation(s)
- Armand G Ngounou Wetie
- Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, 8 Clarkson Avenue, Potsdam, NY 13699-5810 USA
| | - Izabela Sokolowska
- Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, 8 Clarkson Avenue, Potsdam, NY 13699-5810 USA
| | - Kelly Wormwood
- Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, 8 Clarkson Avenue, Potsdam, NY 13699-5810 USA
| | - Katherine Beglinger
- Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, 8 Clarkson Avenue, Potsdam, NY 13699-5810 USA
| | - Tanja Maria Michel
- Department of Psychiatry, University of Rostock, Rostock, Gehlsheimer Straße 20, D-18147 Germany
| | - Johannes Thome
- Department of Psychiatry, University of Rostock, Rostock, Gehlsheimer Straße 20, D-18147 Germany ; College of Medicine, Swansea University, Singleton Park, Swansea, SA2 8PP UK
| | - Costel C Darie
- Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, 8 Clarkson Avenue, Potsdam, NY 13699-5810 USA
| | - Alisa G Woods
- Biochemistry and Proteomics Group, Department of Chemistry and Biomolecular Science, Clarkson University, 8 Clarkson Avenue, Potsdam, NY 13699-5810 USA ; Neuropsychology Clinic and Psychoeducation Services, SUNY Plattsburgh, 101 Broad St, Plattsburgh, 12901 NY USA
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Ngounou Wetie AG, Sokolowska I, Woods AG, Wormwood KL, Dao S, Patel S, Clarkson BD, Darie CC. Automated Mass Spectrometry–Based Functional Assay for the Routine Analysis of the Secretome. ACTA ACUST UNITED AC 2013; 18:19-29. [DOI: 10.1177/2211068212454738] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Ngounou Wetie AG, Sokolowska I, Woods AG, Roy U, Loo JA, Darie CC. Investigation of stable and transient protein-protein interactions: Past, present, and future. Proteomics 2013. [PMID: 23193082 DOI: 10.1002/pmic.201200328] [Citation(s) in RCA: 107] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
This article presents an overview of the literature and a review of recent advances in the analysis of stable and transient protein-protein interactions (PPIs) with a focus on their function within cells, organs, and organisms. The significance of PTMs within the PPIs is also discussed. We focus on methods to study PPIs and methods of detecting PPIs, with particular emphasis on electrophoresis-based and MS-based investigation of PPIs, including specific examples. The validation of PPIs is emphasized and the limitations of the current methods for studying stable and transient PPIs are discussed. Perspectives regarding PPIs, with focus on bioinformatics and transient PPIs are also provided.
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Affiliation(s)
- Armand G Ngounou Wetie
- Biochemistry & Proteomics Group, Department of Chemistry & Biomolecular Science, Clarkson University, Potsdam, NY 13699, USA
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Sokolowska I, Woods AG, Wagner J, Dorler J, Wormwood K, Thome J, Darie CC. Mass Spectrometry for Proteomics-Based Investigation of Oxidative Stress and Heat Shock Proteins. ACS SYMPOSIUM SERIES 2011. [DOI: 10.1021/bk-2011-1083.ch013] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Izabela Sokolowska
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810, U.S.A
- Department of Psychiatry, University of Rostock, Gehlsheimer Straße 20, D-18147 Rostock, Germany
| | - Alisa G. Woods
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810, U.S.A
- Department of Psychiatry, University of Rostock, Gehlsheimer Straße 20, D-18147 Rostock, Germany
| | - Jessica Wagner
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810, U.S.A
- Department of Psychiatry, University of Rostock, Gehlsheimer Straße 20, D-18147 Rostock, Germany
| | - Jeannette Dorler
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810, U.S.A
- Department of Psychiatry, University of Rostock, Gehlsheimer Straße 20, D-18147 Rostock, Germany
| | - Kelly Wormwood
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810, U.S.A
- Department of Psychiatry, University of Rostock, Gehlsheimer Straße 20, D-18147 Rostock, Germany
| | - Johannes Thome
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810, U.S.A
- Department of Psychiatry, University of Rostock, Gehlsheimer Straße 20, D-18147 Rostock, Germany
| | - Costel C. Darie
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810, U.S.A
- Department of Psychiatry, University of Rostock, Gehlsheimer Straße 20, D-18147 Rostock, Germany
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Woods AG, Sokolowska I, Yakubu R, Butkiewicz M, LaFleur M, Talbot C, Darie CC. Blue Native PAGE and Mass Spectrometry as an Approach for the Investigation of Stable and Transient Protein-Protein Interactions. ACS SYMPOSIUM SERIES 2011. [DOI: 10.1021/bk-2011-1083.ch012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- Alisa G. Woods
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810
- These authors contributed equally to this work
| | - Izabela Sokolowska
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810
- These authors contributed equally to this work
| | - Rama Yakubu
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810
- These authors contributed equally to this work
| | - Melissa Butkiewicz
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810
- These authors contributed equally to this work
| | - Martin LaFleur
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810
- These authors contributed equally to this work
| | - Christopher Talbot
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810
- These authors contributed equally to this work
| | - Costel C. Darie
- Department of Chemistry & Biomolecular Science, Biochemistry & Proteomics Group, Clarkson University, 8 Clarkson Avenue, Potsdam, New York, 13699-5810
- These authors contributed equally to this work
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