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Rathore D, Marino MJ, Issara-Amphorn J, Hwan Yoon S, Manes NP, Nita-Lazar A. Lipopolysaccharide Regulates the Macrophage RNA-Binding Proteome. J Proteome Res 2024. [PMID: 38527097 DOI: 10.1021/acs.jproteome.3c00838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
RNA-protein interactions within cellular signaling pathways have significant modulatory effects on RNA binding proteins' (RBPs') effector functions. During the innate immune response, specific RNA-protein interactions have been reported as a regulatory layer of post-transcriptional control. We investigated changes in the RNA-bound proteome of immortalized mouse macrophages (IMM) following treatment with lipopolysaccharide (LPS). Stable isotope labeling by amino acids in cell culture (SILAC) of cells followed by unbiased purification of RNP complexes at two time points after LPS stimulation and bottom-up proteomic analysis by LC-MS/MS resulted in a set of significantly affected RBPs. Global RNA sequencing and LFQ proteomics were used to characterize the correlation of transcript and protein abundance changes in response to LPS at different time points with changes in protein-RNA binding. Il1α, MARCKS, and ACOD1 were noted as RBP candidates involved in innate immune signaling. The binding sites of the RBP and RNA conjugates at amino acid resolution were investigated by digesting the cross-linked oligonucleotide from peptides remaining after elution using Nuclease P1. The combined data sets provide directions for further studies of innate immune signaling regulation by RBP interactions with different classes of RNA.
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Affiliation(s)
- Deepali Rathore
- Functional Cellular Networks Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Matthew J Marino
- Functional Cellular Networks Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Jiraphorn Issara-Amphorn
- Functional Cellular Networks Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Sung Hwan Yoon
- Functional Cellular Networks Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Nathan P Manes
- Functional Cellular Networks Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Aleksandra Nita-Lazar
- Functional Cellular Networks Section, Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, United States
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2
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Antal CE, Oh TG, Aigner S, Luo EC, Yee BA, Campos T, Tiriac H, Rothamel KL, Cheng Z, Jiao H, Wang A, Hah N, Lenkiewicz E, Lumibao JC, Truitt ML, Estepa G, Banayo E, Bashi S, Esparza E, Munoz RM, Diedrich JK, Sodir NM, Mueller JR, Fraser CR, Borazanci E, Propper D, Von Hoff DD, Liddle C, Yu RT, Atkins AR, Han H, Lowy AM, Barrett MT, Engle DD, Evan GI, Yeo GW, Downes M, Evans RM. A super-enhancer-regulated RNA-binding protein cascade drives pancreatic cancer. Nat Commun 2023; 14:5195. [PMID: 37673892 PMCID: PMC10482938 DOI: 10.1038/s41467-023-40798-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 08/10/2023] [Indexed: 09/08/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy in need of new therapeutic options. Using unbiased analyses of super-enhancers (SEs) as sentinels of core genes involved in cell-specific function, here we uncover a druggable SE-mediated RNA-binding protein (RBP) cascade that supports PDAC growth through enhanced mRNA translation. This cascade is driven by a SE associated with the RBP heterogeneous nuclear ribonucleoprotein F, which stabilizes protein arginine methyltransferase 1 (PRMT1) to, in turn, control the translational mediator ubiquitin-associated protein 2-like. All three of these genes and the regulatory SE are essential for PDAC growth and coordinately regulated by the Myc oncogene. In line with this, modulation of the RBP network by PRMT1 inhibition reveals a unique vulnerability in Myc-high PDAC patient organoids and markedly reduces tumor growth in male mice. Our study highlights a functional link between epigenetic regulation and mRNA translation and identifies components that comprise unexpected therapeutic targets for PDAC.
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Affiliation(s)
- Corina E Antal
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92037, USA
- Department of Pharmacology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Tae Gyu Oh
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
- Department of Oncology Science, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73117, USA
| | - Stefan Aigner
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - En-Ching Luo
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Brian A Yee
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Tania Campos
- The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Hervé Tiriac
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92037, USA
- Department of Surgery, Division of Surgical Oncology, University of California San Diego, La Jolla, CA, 92037, USA
| | - Katherine L Rothamel
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Zhang Cheng
- Center for Epigenomics, University of California San Diego, La Jolla, CA, 92037, USA
| | - Henry Jiao
- Center for Epigenomics, University of California San Diego, La Jolla, CA, 92037, USA
| | - Allen Wang
- Center for Epigenomics, University of California San Diego, La Jolla, CA, 92037, USA
| | - Nasun Hah
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | | | - Jan C Lumibao
- Regulatory Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Morgan L Truitt
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Gabriela Estepa
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Ester Banayo
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Senada Bashi
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Edgar Esparza
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92037, USA
- Department of Surgery, Division of Surgical Oncology, University of California San Diego, La Jolla, CA, 92037, USA
| | - Ruben M Munoz
- Molecular Medicine Division, Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
| | - Jolene K Diedrich
- Mass Spectrometry Core for Proteomics and Metabolomics, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Nicole M Sodir
- The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
- Genentech, Department of Translational Oncology, 1 DNA Way, South San Francisco, CA, 94080, USA
| | - Jasmine R Mueller
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Cory R Fraser
- HonorHealth Research Institute, Scottsdale, AZ, 85258, USA
- Scottsdale Pathology Associates, Scottsdale, AZ, 85260, USA
| | - Erkut Borazanci
- Molecular Medicine Division, Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
- HonorHealth Research Institute, Scottsdale, AZ, 85258, USA
| | - David Propper
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, USA
| | - Daniel D Von Hoff
- Molecular Medicine Division, Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
- HonorHealth Research Institute, Scottsdale, AZ, 85258, USA
| | - Christopher Liddle
- Storr Liver Centre, Westmead Institute for Medical Research and Sydney Medical School, University of Sydney, Westmead Hospital, Westmead, NSW, 2145, Australia
| | - Ruth T Yu
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Annette R Atkins
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Haiyong Han
- Molecular Medicine Division, Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
| | - Andrew M Lowy
- The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
- Department of Surgery, Division of Surgical Oncology, University of California San Diego, La Jolla, CA, 92037, USA
| | - Michael T Barrett
- Molecular Medicine Division, Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
| | - Dannielle D Engle
- Regulatory Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Gerard I Evan
- The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Gene W Yeo
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
- Sanford Stem Cell Institute, University of California San Diego, La Jolla, CA, 92037, USA
| | - Michael Downes
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA.
| | - Ronald M Evans
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA.
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3
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Barry A, Samuel SF, Hosni I, Moursi A, Feugere L, Sennett CJ, Deepak S, Achawal S, Rajaraman C, Iles A, Wollenberg Valero KC, Scott IS, Green V, Stead LF, Greenman J, Wade MA, Beltran-Alvarez P. Investigating the effects of arginine methylation inhibitors on microdissected brain tumour biopsies maintained in a miniaturised perfusion system. LAB ON A CHIP 2023; 23:2664-2682. [PMID: 37191188 DOI: 10.1039/d3lc00204g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Arginine methylation is a post-translational modification that consists of the transfer of one or two methyl (CH3) groups to arginine residues in proteins. Several types of arginine methylation occur, namely monomethylation, symmetric dimethylation and asymmetric dimethylation, which are catalysed by different protein arginine methyltransferases (PRMTs). Inhibitors of PRMTs have recently entered clinical trials to target several types of cancer, including gliomas (NCT04089449). People with glioblastoma (GBM), the most aggressive form of brain tumour, are among those with the poorest quality of life and likelihood of survival of anyone diagnosed with cancer. There is currently a lack of (pre)clinical research on the possible application of PRMT inhibitors to target brain tumours. Here, we set out to investigate the effects of clinically-relevant PRMT inhibitors on GBM biopsies. We present a new, low-cost, easy to fabricate perfusion device that can maintain GBM tissue in a viable condition for at least eight days post-surgical resection. The miniaturised perfusion device enables the treatment of GBM tissue with PRMT inhibitors ex vivo, and we observed a two-fold increase in apoptosis in treated samples compared to parallel control experiments. Mechanistically, we show thousands of differentially expressed genes after treatment, and changes in the type of arginine methylation of the RNA binding protein FUS that are consistent with hundreds of differential gene splicing events. This is the first time that cross-talk between different types of arginine methylation has been observed in clinical samples after treatment with PRMT inhibitors.
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Affiliation(s)
- Antonia Barry
- Centre for Biomedicine, Hull York Medical School, University of Hull, Hull, UK.
| | - Sabrina F Samuel
- Centre for Biomedicine, Hull York Medical School, University of Hull, Hull, UK.
| | - Ines Hosni
- Centre for Biomedicine, Hull York Medical School, University of Hull, Hull, UK.
| | - Amr Moursi
- Department of Neurosurgery, Hull University Teaching Hospitals NHS Trust, Hull Royal Infirmary, Hull, UK
| | - Lauric Feugere
- Department of Biological and Marine Sciences, University of Hull, Hull, UK
| | | | - Srihari Deepak
- Department of Neurosurgery, Hull University Teaching Hospitals NHS Trust, Hull Royal Infirmary, Hull, UK
| | - Shailendra Achawal
- Department of Neurosurgery, Hull University Teaching Hospitals NHS Trust, Hull Royal Infirmary, Hull, UK
| | - Chittoor Rajaraman
- Department of Neurosurgery, Hull University Teaching Hospitals NHS Trust, Hull Royal Infirmary, Hull, UK
| | | | | | - Ian S Scott
- Neuroscience Laboratories, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Vicky Green
- Centre for Biomedicine, Hull York Medical School, University of Hull, Hull, UK.
| | - Lucy F Stead
- Leeds Institute of Medical Research at St James's, St James's University Hospital, Leeds, UK
| | - John Greenman
- Centre for Biomedicine, Hull York Medical School, University of Hull, Hull, UK.
| | - Mark A Wade
- Centre for Biomedicine, Hull York Medical School, University of Hull, Hull, UK.
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4
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Sayago C, Sánchez-Wandelmer J, García F, Hurtado B, Lafarga V, Prieto P, Zarzuela E, Ximénez-Embún P, Ortega S, Megías D, Fernández-Capetillo O, Malumbres M, Munoz J. Decoding protein methylation function with thermal stability analysis. Nat Commun 2023; 14:3016. [PMID: 37230995 DOI: 10.1038/s41467-023-38863-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 05/15/2023] [Indexed: 05/27/2023] Open
Abstract
Protein methylation is an important modification beyond epigenetics. However, systems analyses of protein methylation lag behind compared to other modifications. Recently, thermal stability analyses have been developed which provide a proxy of a protein functional status. Here, we show that molecular and functional events closely linked to protein methylation can be revealed by the analysis of thermal stability. Using mouse embryonic stem cells as a model, we show that Prmt5 regulates mRNA binding proteins that are enriched in intrinsically disordered regions and involved in liquid-liquid phase separation mechanisms, including the formation of stress granules. Moreover, we reveal a non-canonical function of Ezh2 in mitotic chromosomes and the perichromosomal layer, and identify Mki67 as a putative Ezh2 substrate. Our approach provides an opportunity to systematically explore protein methylation function and represents a rich resource for understanding its role in pluripotency.
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Affiliation(s)
- Cristina Sayago
- Proteomics Unit, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | | | - Fernando García
- Proteomics Unit, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | - Begoña Hurtado
- Cell Division and Cancer Group, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
- Cancer Cell Cycle group, Vall d'Hebron Institute of Oncology (VHIO), 08035, Barcelona, Spain
| | - Vanesa Lafarga
- Genomic Instability Group, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | - Patricia Prieto
- Mouse Genome Editing Unit, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | - Eduardo Zarzuela
- Proteomics Unit, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | - Pilar Ximénez-Embún
- Proteomics Unit, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | - Sagrario Ortega
- Mouse Genome Editing Unit, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | - Diego Megías
- Confocal Microscopy Unit, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
| | | | - Marcos Malumbres
- Cell Division and Cancer Group, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain
- Cancer Cell Cycle group, Vall d'Hebron Institute of Oncology (VHIO), 08035, Barcelona, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), 08010, Barcelona, Spain
| | - Javier Munoz
- Proteomics Unit, Spanish National Cancer Research Centre (CNIO), 28029, Madrid, Spain.
- Cell Signaling and Clinical Proteomics Group, Biocruces Bizkaia Health Research Institute, 48903, Barakaldo, Spain.
- Ikerbasque, Basque foundation for science, 48011, Bilbao, Spain.
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5
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Estrogen Receptor Alpha Splice Variants, Post-Translational Modifications, and Their Physiological Functions. Cells 2023; 12:cells12060895. [PMID: 36980236 PMCID: PMC10047206 DOI: 10.3390/cells12060895] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 03/08/2023] [Accepted: 03/11/2023] [Indexed: 03/17/2023] Open
Abstract
The importance of estrogenic signaling for a broad spectrum of biological processes, including reproduction, cancer development, energy metabolism, memory and learning, and so on, has been well documented. Among reported estrogen receptors, estrogen receptor alpha (ERα) has been known to be a major mediator of cellular estrogenic signaling. Accumulating evidence has shown that the regulations of ERα gene transcription, splicing, and expression across the tissues are highly complex. The ERα promoter region is composed of multiple leader exons and 5′-untranslated region (5′-UTR) exons. Differential splicing results in multiple ERα proteins with different molecular weights and functional domains. Furthermore, various post-translational modifications (PTMs) further impact ERα cellular localization, ligand affinity, and therefore functionality. These splicing isoforms and PTMs are differentially expressed in a tissue-specific manner, mediate certain aspects of ERα signaling, and may work even antagonistically against the full-length ERα. The fundamental understanding of the ERα splicing isoforms in normal physiology is limited and association studies of the splicing isoforms and the PTMs are scarce. This review aims to summarize the functional diversity of these ERα variants and the PTMs in normal physiological processes, particularly as studied in transgenic mouse models.
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Brancato V, Brentari I, Coscujuela Tarrero L, Furlan M, Nicassio F, Denti MA. News from around the RNA world: new avenues in RNA biology, biotechnology and therapeutics from the 2022 SIBBM meeting. Biol Open 2022; 11:277240. [PMID: 36239357 PMCID: PMC9581514 DOI: 10.1242/bio.059597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Since the formalization of the Central Dogma of molecular biology, the relevance of RNA in modulating the flow of information from DNA to proteins has been clear. More recently, the discovery of a vast set of non-coding transcripts involved in crucial aspects of cellular biology has renewed the enthusiasm of the RNA community. Moreover, the remarkable impact of RNA therapies in facing the COVID19 pandemics has bolstered interest in the translational opportunities provided by this incredible molecule. For all these reasons, the Italian Society of Biophysics and Molecular Biology (SIBBM) decided to dedicate its 17th yearly meeting, held in June 2022 in Rome, to the many fascinating aspects of RNA biology. More than thirty national and international speakers covered the properties, modes of action and applications of RNA, from its role in the control of development and cell differentiation to its involvement in disease. Here, we summarize the scientific content of the conference, highlighting the take-home message of each presentation, and we stress the directions the community is currently exploring to push forward our comprehension of the RNA World 3.0.
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Affiliation(s)
- Virginia Brancato
- Center for Genomic Science IIT@SEMM, Italian Institute of Technology, Milan 20139, Italy
| | - Ilaria Brentari
- Department of Cellular, Computational and Integrative Biology - CIBIO, University of Trento, Trento 38123, Italy
| | | | - Mattia Furlan
- Center for Genomic Science IIT@SEMM, Italian Institute of Technology, Milan 20139, Italy
| | - Francesco Nicassio
- Center for Genomic Science IIT@SEMM, Italian Institute of Technology, Milan 20139, Italy
| | - Michela A Denti
- Department of Cellular, Computational and Integrative Biology - CIBIO, University of Trento, Trento 38123, Italy
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Massignani E, Giambruno R, Maniaci M, Nicosia L, Yadav A, Cuomo A, Raimondi F, Bonaldi T. ProMetheusDB: An In-Depth Analysis of the High-Quality Human Methyl-proteome. Mol Cell Proteomics 2022; 21:100243. [PMID: 35577067 PMCID: PMC9207298 DOI: 10.1016/j.mcpro.2022.100243] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 04/22/2022] [Accepted: 05/11/2022] [Indexed: 01/01/2023] Open
Abstract
Protein arginine (R) methylation is a post-translational modification involved in various biological processes, such as RNA splicing, DNA repair, immune response, signal transduction, and tumor development. Although several advancements were made in the study of this modification by mass spectrometry, researchers still face the problem of a high false discovery rate. We present a dataset of high-quality methylations obtained from several different heavy methyl stable isotope labeling with amino acids in cell culture experiments analyzed with a machine learning–based tool and show that this model allows for improved high-confidence identification of real methyl-peptides. Overall, our results are consistent with the notion that protein R methylation modulates protein–RNA interactions and suggest a role in rewiring protein–protein interactions, for which we provide experimental evidence for a representative case (i.e., NONO [non-POU domain–containing octamer-binding protein]–paraspeckle component 1 [PSPC1]). Upon intersecting our R-methyl-sites dataset with the PhosphoSitePlus phosphorylation dataset, we observed that R methylation correlates differently with S/T-Y phosphorylation in response to various stimuli. Finally, we explored the application of heavy methyl stable isotope labeling with amino acids in cell culture to identify unconventional methylated residues and successfully identified novel histone methylation marks on serine 28 and threonine 32 of H3. The database generated, named ProMetheusDB, is freely accessible at https://bioserver.ieo.it/shiny/app/prometheusdb. hmSEEKER 2.0 identifies methyl-peptides from hmSILAC data through machine learning. Arginine methylation plays a role in modulating protein–protein interactions. Arginine methylations occur more frequently in proximity of phosphorylation sites. hmSEEKER 2.0 was used to identify methylations occurring on nonstandard amino acids.
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Affiliation(s)
- Enrico Massignani
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy; European School of Molecular Medicine (SEMM), Milan, Italy
| | - Roberto Giambruno
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy; Center for Genomic Science of Istituto Italiano di Tecnologia at European School of Molecular Medicine, Istituto Italiano di Tecnologia, Milan, Italy; Institute of Biomedical Technologies, National Research Council, Milan, Italy
| | - Marianna Maniaci
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy; European School of Molecular Medicine (SEMM), Milan, Italy
| | - Luciano Nicosia
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Avinash Yadav
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Alessandro Cuomo
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Francesco Raimondi
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy; Bio@SNS, Scuola Normale Superiore, Pisa, Italy
| | - Tiziana Bonaldi
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Haematology-Oncology, University of Milan, Milan, Italy.
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