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Luo Y, Jiang Q, Zhu Z, Sattar H, Wu J, Huang W, Su S, Liang Y, Wang P, Meng X. Phosphoproteomics and Proteomics Reveal Metabolism as a Key Node in LPS-Induced Acute Inflammation in RAW264.7. Inflammation 2021; 43:1667-1679. [PMID: 32488682 DOI: 10.1007/s10753-020-01240-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
To better understand the acute inflammatory mechanisms, the modulation, and to investigate the key node in predicting inflammatory diseases, high-sensitivity LC-MS/MS-based proteomics and phosphoproteomics approaches were used to identify differential proteins in RAW264.7 macrophages with lipopolysaccharide (LPS). Furthermore, differential proteins and their main biological process, as well as signaling pathways, were analyzed through bioinformatics techniques. The biological process comparison revealed 219 differential proteins and 405 differential phosphorylation proteins, including major regulatory factors of metabolism (PFKL, PGK1, GYS1, ACC, HSL, LDHA, RAB14, PRKAA1), inflammatory signaling transduction (IKKs, NF-κB, IRAK, IKBkb, PI3K, AKT), and apoptosis (MCL-1, BID, NOXA, SQSTM1). Label-free proteome demonstrated canonical inflammation signaling pathways such as the TNF signaling pathway, NF-κB signaling pathway, and NOD-like receptor signaling pathway. Meanwhile, phosphoproteome revealed new areas of acute inflammation. Phosphoproteomics profiled that glycolysis was enhanced and lipid synthesis was increased. Overall, the AMPK signaling pathway is the key regulatory part in macrophages. These revealed that the early initiation phase of acute inflammation primarily regulated the phosphoproteins of glucose metabolic pathway and lipid synthesis to generate energy and molecules, along with the enhancement of pro-inflammatory factors, and further induced apoptosis. Phosphoproteomics provides new evidence for a complex network of specific but synergistically acting mechanisms confirming that metabolism has a key role in acute inflammation.
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Affiliation(s)
- Yu Luo
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, People's Republic of China
| | - Qing Jiang
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, People's Republic of China
| | - Zhengwen Zhu
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, People's Republic of China
| | - Haseeb Sattar
- International School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, People's Republic of China
| | - Jiasi Wu
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, People's Republic of China
| | - Wenge Huang
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, People's Republic of China
| | - Siyu Su
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, People's Republic of China
| | - Yusheng Liang
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, People's Republic of China
| | - Ping Wang
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, People's Republic of China.
| | - Xianli Meng
- College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, People's Republic of China.
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Hoedt E, Zhang G, Neubert TA. Stable Isotope Labeling by Amino Acids in Cell Culture (SILAC) for Quantitative Proteomics. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1140:531-539. [PMID: 31347069 DOI: 10.1007/978-3-030-15950-4_31] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Stable isotope labeling by amino acids in cell culture (SILAC) is a powerful approach for high-throughput quantitative proteomics. SILAC allows highly accurate protein quantitation through metabolic encoding of whole cell proteomes using stable isotope labeled amino acids. Since its introduction in 2002, SILAC has become increasingly popular. In this chapter we review the methodology and application of SILAC, with an emphasis on three research areas: dynamics of posttranslational modifications, protein-protein interactions, and protein turnover.
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Affiliation(s)
- Esthelle Hoedt
- Kimmel Center for Biology and Medicine at the Skirball Institute and Department of Cell Biology, New York University School of Medicine, New York, NY, USA
| | - Guoan Zhang
- Proteomics and Metabolomics Core Facility, Weill Cornell Medicine, New York, NY, USA
| | - Thomas A Neubert
- Kimmel Center for Biology and Medicine at the Skirball Institute and Department of Cell Biology, New York University School of Medicine, New York, NY, USA.
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Richter E, Mostertz J, Hochgräfe F. Proteomic discovery of host kinase signaling in bacterial infections. Proteomics Clin Appl 2016; 10:994-1010. [PMID: 27440122 PMCID: PMC5096009 DOI: 10.1002/prca.201600035] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 06/08/2016] [Accepted: 07/18/2016] [Indexed: 12/15/2022]
Abstract
Protein phosphorylation catalyzed by protein kinases acts as a reversible molecular switch in signal transduction, providing a mechanism for the control of protein function in cellular processes. During microbial infection, cellular signaling essentially contributes to immune control to restrict the dissemination of invading pathogens within the host organism. However, pathogenic microbes compete for the control of host signaling to create a beneficial environment for successful invasion and infection. Although efforts to achieve a better understanding of the host–pathogen interaction and its molecular consequences have been made, there is urgent need for a comprehensive characterization of infection‐related host signaling processes. System‐wide and hypothesis‐free analysis of phosphorylation‐mediated host signaling during host–microbe interactions by mass spectrometry (MS)‐based methods is not only promising in view of a greater understanding of the pathogenesis of the infection but also may result in the identification of novel host targets for preventive or therapeutic intervention. Here, we review state‐of‐the‐art MS‐based techniques for the system‐wide identification and quantitation of protein phosphorylation and compare them to array‐based phosphoprotein analyses. We also provide an overview of how phosphoproteomics and kinomics have contributed to our understanding of protein kinase‐driven phosphorylation networks that operate during host–microbe interactions.
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Affiliation(s)
- Erik Richter
- Competence Center Functional Genomics, Junior Research Group Pathoproteomics, University of Greifswald, Greifswald, Germany
| | - Jörg Mostertz
- Competence Center Functional Genomics, Junior Research Group Pathoproteomics, University of Greifswald, Greifswald, Germany
| | - Falko Hochgräfe
- Competence Center Functional Genomics, Junior Research Group Pathoproteomics, University of Greifswald, Greifswald, Germany.
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Akbar MA, Mandraju R, Tracy C, Hu W, Pasare C, Krämer H. ARC Syndrome-Linked Vps33B Protein Is Required for Inflammatory Endosomal Maturation and Signal Termination. Immunity 2016; 45:267-79. [PMID: 27496733 DOI: 10.1016/j.immuni.2016.07.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Revised: 03/03/2016] [Accepted: 05/17/2016] [Indexed: 12/13/2022]
Abstract
Toll-like receptors (TLRs) and other pattern-recognition receptors (PRRs) sense microbial ligands and initiate signaling to induce inflammatory responses. Although the quality of inflammatory responses is influenced by internalization of TLRs, the role of endosomal maturation in clearing receptors and terminating inflammatory responses is not well understood. Here, we report that Drosophila and mammalian Vps33B proteins play critical roles in the maturation of phagosomes and endosomes following microbial recognition. Vps33B was necessary for clearance of endosomes containing internalized PRRs, failure of which resulted in enhanced signaling and expression of inflammatory mediators. Lack of Vps33B had no effect on trafficking of endosomes containing non-microbial cargo. These findings indicate that Vps33B function is critical for determining the fate of signaling endosomes formed following PRR activation. Exaggerated inflammatory responses dictated by persistence of receptors in aberrant endosomal compartments could therefore contribute to symptoms of ARC syndrome, a disease linked to loss of Vps33B.
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Affiliation(s)
- Mohammed Ali Akbar
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Rajakumar Mandraju
- Department of Immunology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Charles Tracy
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Wei Hu
- Department of Immunology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Chandrashekhar Pasare
- Department of Immunology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
| | - Helmut Krämer
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Department of Cell Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
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Chen X, Wei S, Ji Y, Guo X, Yang F. Quantitative proteomics using SILAC: Principles, applications, and developments. Proteomics 2015; 15:3175-92. [PMID: 26097186 DOI: 10.1002/pmic.201500108] [Citation(s) in RCA: 145] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2015] [Revised: 04/24/2015] [Accepted: 06/08/2015] [Indexed: 12/21/2022]
Affiliation(s)
- Xiulan Chen
- Key Laboratory of Protein and Peptide Pharmaceuticals and Laboratory of Proteomics; Institute of Biophysics; Chinese Academy of Sciences; Beijing P. R. China
| | - Shasha Wei
- Key Laboratory of Protein and Peptide Pharmaceuticals and Laboratory of Proteomics; Institute of Biophysics; Chinese Academy of Sciences; Beijing P. R. China
| | - Yanlong Ji
- Key Laboratory of Protein and Peptide Pharmaceuticals and Laboratory of Proteomics; Institute of Biophysics; Chinese Academy of Sciences; Beijing P. R. China
- University of Chinese Academy of Sciences; Beijing P. R. China
| | - Xiaojing Guo
- Key Laboratory of Protein and Peptide Pharmaceuticals and Laboratory of Proteomics; Institute of Biophysics; Chinese Academy of Sciences; Beijing P. R. China
| | - Fuquan Yang
- Key Laboratory of Protein and Peptide Pharmaceuticals and Laboratory of Proteomics; Institute of Biophysics; Chinese Academy of Sciences; Beijing P. R. China
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He W, Kuang Y, Xing X, Simpson RJ, Huang H, Yang T, Chen J, Yang L, Liu E, He W, Gu J. Proteomic comparison of 3D and 2D glioma models reveals increased HLA-E expression in 3D models is associated with resistance to NK cell-mediated cytotoxicity. J Proteome Res 2014; 13:2272-81. [PMID: 24742303 DOI: 10.1021/pr500064m] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Three-dimensional cell culture techniques can better reflect the in vivo characteristics of tumor cells compared with traditional monolayer cultures. Compared with their 2D counterparts, 3D-cultured tumor cells showed enhanced resistance to the cytotoxic T cell-mediated immune response. However, it remains unclear whether 3D-cultured tumor cells have an enhanced resistance to NK cell cytotoxicity. In this study, a total of 363 differentially expressed proteins were identified between the 2D- and 3D-cultured U251 cells by comparative proteomics, and an immune-associated protein-protein interaction (PPI) network based on these differential proteins was constructed by bioinformatics. Within the network, HLA-E, as a molecule for inhibiting NK cell activation, was significantly up-regulated in the 3D-cultured tumor cells. Then, we found that the 3D-cultured U251 cells exhibited potent resistance to NK cell cytotoxicity in vitro and were prone to tumor formation in vivo. The resistance of the 3D-cultured tumor cells to NK cell lysis was mediated by the HLA-E/NKG2A interaction because the administration of antibodies that block either HLA-E or NKG2A completely eliminated this resistance and significantly decreased tumor formation. Taken together, our findings indicate that HLA-E up-regulation in 3D-cultured cells may result in enhanced tumor resistance to NK cell-mediated immune response.
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MESH Headings
- Animals
- Antibodies, Blocking/immunology
- Antibodies, Blocking/pharmacology
- Blotting, Western
- Cell Culture Techniques/methods
- Cell Line, Tumor
- Chromatography, Liquid
- Cytotoxicity, Immunologic/drug effects
- Cytotoxicity, Immunologic/immunology
- Gene Expression/immunology
- Glioma/immunology
- Glioma/metabolism
- Glioma/pathology
- Histocompatibility Antigens Class I/genetics
- Histocompatibility Antigens Class I/immunology
- Histocompatibility Antigens Class I/metabolism
- Humans
- Killer Cells, Natural/immunology
- Killer Cells, Natural/metabolism
- Mice, Inbred BALB C
- Mice, Nude
- Models, Biological
- NK Cell Lectin-Like Receptor Subfamily C/immunology
- NK Cell Lectin-Like Receptor Subfamily C/metabolism
- Protein Binding/drug effects
- Protein Binding/immunology
- Protein Interaction Maps/immunology
- Proteomics/methods
- Reverse Transcriptase Polymerase Chain Reaction
- Tandem Mass Spectrometry
- Xenograft Model Antitumor Assays/methods
- HLA-E Antigens
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Affiliation(s)
- Weiqi He
- Department of Neurosurgery, General Hospital of People's Liberation Army Chengdu Military Region, Chengdu 610083, China
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Hoedt E, Zhang G, Neubert TA. Stable isotope labeling by amino acids in cell culture (SILAC) for quantitative proteomics. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 806:93-106. [PMID: 24952180 DOI: 10.1007/978-3-319-06068-2_5] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Stable isotope labeling by amino acids in cell culture (SILAC) is a powerful approach for high-throughput quantitative proteomics. SILAC allows highly accurate protein quantitation through metabolic encoding of whole cell proteomes using stable isotope labeled amino acids. Since its introduction in 2002, SILAC has become increasingly popular. In this chapter we review the methodology and application of SILAC, with an emphasis on three research areas: dynamics of posttranslational modifications, protein-protein interactions, and protein turnover.
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Affiliation(s)
- Esthelle Hoedt
- Kimmel Center for Biology and Medicine at the Skirball Institute and Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, 540 First Avenue, New York, NY, 10016, USA
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