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Hofstad M, Woods A, Parra K, Sychev ZE, Mazzagatti A, Yu L, Gilbreath C, Ly P, Drake JM, Kittler R. Dual inhibition of ATR and DNA-PKcs radiosensitizes ATM-mutant prostate cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.10.602941. [PMID: 39026771 PMCID: PMC11257504 DOI: 10.1101/2024.07.10.602941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
In advanced castration resistant prostate cancer (CRPC), mutations in the DNA damage response (DDR) gene ataxia telangiectasia mutated ( ATM ) are common. While poly(ADP-ribose) polymerase inhibitors are approved in this context, their clinical efficacy remains limited. Thus, there is a compelling need to identify alternative therapeutic avenues for ATM mutant prostate cancer patients. Here, we generated matched ATM-proficient and ATM-deficient CRPC lines to elucidate the impact of ATM loss on DDR in response to DNA damage via irradiation. Through unbiased phosphoproteomic screening, we unveiled that ATM-deficient CRPC lines maintain dependence on downstream ATM targets through activation of ATR and DNA-PKcs kinases. Dual inhibition of ATR and DNA-PKcs effectively inhibited downstream γH2AX foci formation in response to irradiation and radiosensitized ATM-deficient lines to a greater extent than either ATM-proficient controls or single drug treatment. Further, dual inhibition abrogated residual downstream ATM pathway signaling and impaired replication fork dynamics. To circumvent potential toxicity, we leveraged the RUVBL1/2 ATPase inhibitor Compound B, which leads to the degradation of both ATR and DNA-PKcs kinases. Compound B effectively radiosensitized ATM-deficient CRPC in vitro and in vivo , and impacted replication fork dynamics. Overall, dual targeting of both ATR and DNA-PKcs is necessary to block DDR in ATM-deficient CRPC, and Compound B could be utilized as a novel therapy in combination with irradiation in these patients.
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2
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Sychev ZE, Day A, Bergom HE, Larson G, Ali A, Ludwig M, Boytim E, Coleman I, Corey E, Plymate SR, Nelson PS, Hwang JH, Drake JM. Unraveling the Global Proteome and Phosphoproteome of Prostate Cancer Patient-Derived Xenografts. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.02.551697. [PMID: 37577653 PMCID: PMC10418188 DOI: 10.1101/2023.08.02.551697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Resistance to androgen deprivation therapies leads to metastatic castration-resistant prostate cancer (mCRPC) of adenocarcinoma (AdCa) origin that can transform to emergent aggressive variant prostate cancer (AVPC) which has neuroendocrine (NE)-like features. To this end, we used LuCaP patient-derived xenograft (PDX) tumors, clinically relevant models that reflects and retains key features of the tumor from advanced prostate cancer patients. Here we performed proteome and phosphoproteome characterization of 48 LuCaP PDX tumors and identified over 94,000 peptides and 9,700 phosphopeptides corresponding to 7,738 proteins. When we compared 15 NE versus 33 AdCa PDX samples, we identified 309 unique proteins and 476 unique phosphopeptides that were significantly altered and corresponded to proteins that are known to distinguish these two phenotypes. Assessment of protein and RNA concordance from these tumors revealed increased dissonance in transcriptionally regulated proteins in NE and metabolite interconversion enzymes in AdCa.
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Affiliation(s)
- Zoi E. Sychev
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, University of Minnesota, Minneapolis, MN
| | - Abderrahman Day
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN
| | - Hannah E. Bergom
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN
| | - Gabrianne Larson
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, University of Minnesota, Minneapolis, MN
| | - Atef Ali
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN
| | - Megan Ludwig
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, University of Minnesota, Minneapolis, MN
| | - Ella Boytim
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN
| | | | - Eva Corey
- Depart of Urology, University of Washington, Seattle, WA
| | - Stephen R. Plymate
- Division of gerontology and Geriatrics Medicine, University of Washington, Seattle, WA
| | | | - Justin H. Hwang
- Department of Medicine, University of Minnesota Masonic Cancer Center, Minneapolis, MN
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Justin M. Drake
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, University of Minnesota, Minneapolis, MN
- Department of Urology, University of Minnesota, Minneapolis, MN
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN
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3
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Dai X, Shen L. Advances and Trends in Omics Technology Development. Front Med (Lausanne) 2022; 9:911861. [PMID: 35860739 PMCID: PMC9289742 DOI: 10.3389/fmed.2022.911861] [Citation(s) in RCA: 149] [Impact Index Per Article: 49.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 05/09/2022] [Indexed: 12/11/2022] Open
Abstract
The human history has witnessed the rapid development of technologies such as high-throughput sequencing and mass spectrometry that led to the concept of “omics” and methodological advancement in systematically interrogating a cellular system. Yet, the ever-growing types of molecules and regulatory mechanisms being discovered have been persistently transforming our understandings on the cellular machinery. This renders cell omics seemingly, like the universe, expand with no limit and our goal toward the complete harness of the cellular system merely impossible. Therefore, it is imperative to review what has been done and is being done to predict what can be done toward the translation of omics information to disease control with minimal cell perturbation. With a focus on the “four big omics,” i.e., genomics, transcriptomics, proteomics, metabolomics, we delineate hierarchies of these omics together with their epiomics and interactomics, and review technologies developed for interrogation. We predict, among others, redoxomics as an emerging omics layer that views cell decision toward the physiological or pathological state as a fine-tuned redox balance.
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Urban J. A review on recent trends in the phosphoproteomics workflow. From sample preparation to data analysis. Anal Chim Acta 2022; 1199:338857. [PMID: 35227377 DOI: 10.1016/j.aca.2021.338857] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 07/14/2021] [Accepted: 07/15/2021] [Indexed: 12/12/2022]
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5
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Lue HW, Derrick DS, Rao S, Van Gaest A, Cheng L, Podolak J, Lawson S, Xue C, Garg D, White R, Ryan CW, Drake JM, Ritz A, Heiser LM, Thomas GV. Cabozantinib and dasatinib synergize to induce tumor regression in non-clear cell renal cell carcinoma. Cell Rep Med 2021; 2:100267. [PMID: 34095877 PMCID: PMC8149375 DOI: 10.1016/j.xcrm.2021.100267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 01/18/2021] [Accepted: 04/13/2021] [Indexed: 12/24/2022]
Abstract
The lack of effective treatment options for advanced non-clear cell renal cell carcinoma (NCCRCC) is a critical unmet clinical need. Applying a high-throughput drug screen to multiple human kidney cancer cells, we identify the combination of the VEGFR-MET inhibitor cabozantinib and the SRC inhibitor dasatinib acts synergistically in cells to markedly reduce cell viability. Importantly, the combination is well tolerated and causes tumor regression in vivo. Transcriptional and phosphoproteomic profiling reveals that the combination converges to downregulate the MAPK-ERK signaling pathway, a result not predicted by single-agent analysis alone. Correspondingly, the addition of a MEK inhibitor synergizes with either dasatinib or cabozantinib to increase its efficacy. This study, by using approved, clinically relevant drugs, provides the rationale for the design of effective combination treatments in NCCRCC that can be rapidly translated to the clinic.
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Affiliation(s)
- Hui-wen Lue
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - Daniel S. Derrick
- Department of Biomedical Engineering, Oregon Health and Science University Center for Spatial Systems Biomedicine, Portland, OR, USA
| | - Soumya Rao
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - Ahna Van Gaest
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - Larry Cheng
- Graduate Program in Quantitative Biomedicine, Rutgers University, Piscataway, NJ, USA
| | - Jennifer Podolak
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - Samantha Lawson
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - Changhui Xue
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - Devin Garg
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - Ralph White
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, USA
| | - Christopher W. Ryan
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
- Division of Hematology and Oncology, Oregon Health and Science University, Portland, OR, USA
| | - Justin M. Drake
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, USA
- Department of Urology, University of Minnesota, Minneapolis, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Anna Ritz
- Department of Biology, Reed College, Portland, OR, USA
| | - Laura M. Heiser
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
- Department of Biomedical Engineering, Oregon Health and Science University Center for Spatial Systems Biomedicine, Portland, OR, USA
| | - George V. Thomas
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
- Department of Pathology and Laboratory Medicine, Oregon Health and Science University, Portland, OR, USA
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6
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Babur Ö, Melrose AR, Cunliffe JM, Klimek J, Pang J, Sepp ALI, Zilberman-Rudenko J, Tassi Yunga S, Zheng T, Parra-Izquierdo I, Minnier J, McCarty OJT, Demir E, Reddy AP, Wilmarth PA, David LL, Aslan JE. Phosphoproteomic quantitation and causal analysis reveal pathways in GPVI/ITAM-mediated platelet activation programs. Blood 2020; 136:2346-2358. [PMID: 32640021 PMCID: PMC7702475 DOI: 10.1182/blood.2020005496] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 06/05/2020] [Indexed: 02/07/2023] Open
Abstract
Platelets engage cues of pending vascular injury through coordinated adhesion, secretion, and aggregation responses. These rapid, progressive changes in platelet form and function are orchestrated downstream of specific receptors on the platelet surface and through intracellular signaling mechanisms that remain systematically undefined. This study brings together cell physiological and phosphoproteomics methods to profile signaling mechanisms downstream of the immunotyrosine activation motif (ITAM) platelet collagen receptor GPVI. Peptide tandem mass tag (TMT) labeling, sample multiplexing, synchronous precursor selection (SPS), and triple stage tandem mass spectrometry (MS3) detected >3000 significant (false discovery rate < 0.05) phosphorylation events on >1300 proteins over conditions initiating and progressing GPVI-mediated platelet activation. With literature-guided causal inference tools, >300 site-specific signaling relations were mapped from phosphoproteomics data among key and emerging GPVI effectors (ie, FcRγ, Syk, PLCγ2, PKCδ, DAPP1). Through signaling validation studies and functional screening, other less-characterized targets were also considered within the context of GPVI/ITAM pathways, including Ras/MAPK axis proteins (ie, KSR1, SOS1, STAT1, Hsp27). Highly regulated GPVI/ITAM targets out of context of curated knowledge were also illuminated, including a system of >40 Rab GTPases and associated regulatory proteins, where GPVI-mediated Rab7 S72 phosphorylation and endolysosomal maturation were blocked by TAK1 inhibition. In addition to serving as a model for generating and testing hypotheses from omics datasets, this study puts forth a means to identify hemostatic effectors, biomarkers, and therapeutic targets relevant to thrombosis, vascular inflammation, and other platelet-associated disease states.
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Affiliation(s)
- Özgün Babur
- Department of Molecular and Medical Genetics
- Computational Biology Program
| | | | | | | | | | | | | | | | | | | | | | | | - Emek Demir
- Department of Molecular and Medical Genetics
- Computational Biology Program
| | | | | | - Larry L David
- Proteomics Shared Resource
- Department of Chemical Physiology & Biochemistry, Oregon Health & Science University, Portland, OR
| | - Joseph E Aslan
- Knight Cardiovascular Institute
- Department of Biomedical Engineering
- Department of Chemical Physiology & Biochemistry, Oregon Health & Science University, Portland, OR
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Sürmen MG, Sürmen S, Ali A, Musharraf SG, Emekli N. Phosphoproteomic strategies in cancer research: a minireview. Analyst 2020; 145:7125-7149. [PMID: 32996481 DOI: 10.1039/d0an00915f] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Understanding the cellular processes is central to comprehend disease conditions and is also true for cancer research. Proteomic studies provide significant insight into cancer mechanisms and aid in the diagnosis and prognosis of the disease. Phosphoproteome is one of the most studied complements of the whole proteome given its importance in the understanding of cellular processes such as signaling and regulations. Over the last decade, several new methods have been developed for phosphoproteome analysis. A significant amount of these efforts pertains to cancer research. The current use of powerful analytical instruments in phosphoproteomic approaches has paved the way for deeper and sensitive investigations. However, these methods and techniques need further improvements to deal with challenges posed by the complexity of samples and scarcity of phosphoproteins in the whole proteome, throughput and reproducibility. This review aims to provide a comprehensive summary of the variety of steps used in phosphoproteomic methods applied in cancer research including the enrichment and fractionation strategies. This will allow researchers to evaluate and choose a better combination of steps for their phosphoproteome studies.
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Affiliation(s)
- Mustafa Gani Sürmen
- Department of Molecular Medicine, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Turkey
| | - Saime Sürmen
- Department of Molecular Medicine, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Turkey
| | - Arslan Ali
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center for Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan.
| | - Syed Ghulam Musharraf
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center for Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan.
| | - Nesrin Emekli
- Department of Medical Biochemistry, Faculty of Medicine, Istanbul Medipol University, Istanbul, Turkey
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8
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VanDeusen HR, Ramroop JR, Morel KL, Bae SY, Sheahan AV, Sychev Z, Lau NA, Cheng LC, Tan VM, Li Z, Petersen A, Lee JK, Park JW, Yang R, Hwang JH, Coleman I, Witte ON, Morrissey C, Corey E, Nelson PS, Ellis L, Drake JM. Targeting RET Kinase in Neuroendocrine Prostate Cancer. Mol Cancer Res 2020; 18:1176-1188. [PMID: 32461304 PMCID: PMC7415621 DOI: 10.1158/1541-7786.mcr-19-1245] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 04/01/2020] [Accepted: 05/19/2020] [Indexed: 12/14/2022]
Abstract
The increased treatment of metastatic castration-resistant prostate cancer (mCRPC) with second-generation antiandrogen therapies (ADT) has coincided with a greater incidence of lethal, aggressive variant prostate cancer (AVPC) tumors that have lost dependence on androgen receptor (AR) signaling. These AR-independent tumors may also transdifferentiate to express neuroendocrine lineage markers and are termed neuroendocrine prostate cancer (NEPC). Recent evidence suggests kinase signaling may be an important driver of NEPC. To identify targetable kinases in NEPC, we performed global phosphoproteomics comparing several AR-independent to AR-dependent prostate cancer cell lines and identified multiple altered signaling pathways, including enrichment of RET kinase activity in the AR-independent cell lines. Clinical NEPC patient samples and NEPC patient-derived xenografts displayed upregulated RET transcript and RET pathway activity. Genetic knockdown or pharmacologic inhibition of RET kinase in multiple mouse and human models of NEPC dramatically reduced tumor growth and decreased cell viability. Our results suggest that targeting RET in NEPC tumors with high RET expression could be an effective treatment option. Currently, there are limited treatment options for patients with aggressive neuroendocrine prostate cancer and none are curative. IMPLICATIONS: Identification of aberrantly expressed RET kinase as a driver of tumor growth in multiple models of NEPC provides a significant rationale for testing the clinical application of RET inhibitors in patients with AVPC.
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Affiliation(s)
- Halena R VanDeusen
- Department of Pharmacology, University of Minnesota-Twin Cities, Minneapolis, Minnesota
| | - Johnny R Ramroop
- Departments of Cancer Biology and Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
| | - Katherine L Morel
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Song Yi Bae
- Department of Pharmacology, University of Minnesota-Twin Cities, Minneapolis, Minnesota
| | - Anjali V Sheahan
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Zoi Sychev
- Department of Pharmacology, University of Minnesota-Twin Cities, Minneapolis, Minnesota
| | - Nathan A Lau
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Larry C Cheng
- Graduate Program in Quantitative Biomedicine, School of Graduate Studies, Rutgers University, New Brunswick, New Jersey
| | - Victor M Tan
- Graduate Program in Quantitative Biomedicine, School of Graduate Studies, Rutgers University, New Brunswick, New Jersey
| | - Zhen Li
- Cancer Metabolism and Growth Program, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
| | - Ashley Petersen
- Division of Biostatistics, School of Public Health, University of Minnesota-Twin Cities, Minneapolis, Minnesota
| | - John K Lee
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Medicine, University of Washington, Seattle, Washington
| | - Jung Wook Park
- Department of Pathology, Duke School of Medicine, Duke University, Durham, North Carolina
- Department of Microbiology, Immunology, and Molecular Genetics, University of California-Los Angeles, Los Angeles, California
| | - Rendong Yang
- The Hormel Institute, University of Minnesota, Austin, Minnesota
| | - Justin H Hwang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Ilsa Coleman
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Owen N Witte
- Department of Microbiology, Immunology, and Molecular Genetics, University of California-Los Angeles, Los Angeles, California
| | - Colm Morrissey
- Department of Urology, University of Washington, Seattle, Washington
| | - Eva Corey
- Department of Urology, University of Washington, Seattle, Washington
| | - Peter S Nelson
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Medicine, University of Washington, Seattle, Washington
| | - Leigh Ellis
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Justin M Drake
- Department of Pharmacology, University of Minnesota-Twin Cities, Minneapolis, Minnesota.
- Department of Urology, University of Minnesota-Twin Cities, Minneapolis, Minnesota
- Masonic Cancer Center, University of Minnesota-Twin Cities, Minneapolis, Minnesota
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9
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Sandalio LM, Gotor C, Romero LC, Romero-Puertas MC. Multilevel Regulation of Peroxisomal Proteome by Post-Translational Modifications. Int J Mol Sci 2019; 20:E4881. [PMID: 31581473 PMCID: PMC6801620 DOI: 10.3390/ijms20194881] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2019] [Revised: 09/24/2019] [Accepted: 09/26/2019] [Indexed: 01/10/2023] Open
Abstract
Peroxisomes, which are ubiquitous organelles in all eukaryotes, are highly dynamic organelles that are essential for development and stress responses. Plant peroxisomes are involved in major metabolic pathways, such as fatty acid β-oxidation, photorespiration, ureide and polyamine metabolism, in the biosynthesis of jasmonic, indolacetic, and salicylic acid hormones, as well as in signaling molecules such as reactive oxygen and nitrogen species (ROS/RNS). Peroxisomes are involved in the perception of environmental changes, which is a complex process involving the regulation of gene expression and protein functionality by protein post-translational modifications (PTMs). Although there has been a growing interest in individual PTMs in peroxisomes over the last ten years, their role and cross-talk in the whole peroxisomal proteome remain unclear. This review provides up-to-date information on the function and crosstalk of the main peroxisomal PTMs. Analysis of whole peroxisomal proteomes shows that a very large number of peroxisomal proteins are targeted by multiple PTMs, which affect redox balance, photorespiration, the glyoxylate cycle, and lipid metabolism. This multilevel PTM regulation could boost the plasticity of peroxisomes and their capacity to regulate metabolism in response to environmental changes.
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Affiliation(s)
- Luisa M Sandalio
- Department of Biochemistry and Cellular and Molecular Biology of Plants, Estación Experimental del Zaidín, CSIC, 18008 Granada, Spain.
| | - Cecilia Gotor
- Institute of Plant Biochemistry and Photosynthesis, CSIC and the University of Seville, 41092 Seville, Spain.
| | - Luis C Romero
- Institute of Plant Biochemistry and Photosynthesis, CSIC and the University of Seville, 41092 Seville, Spain.
| | - Maria C Romero-Puertas
- Department of Biochemistry and Cellular and Molecular Biology of Plants, Estación Experimental del Zaidín, CSIC, 18008 Granada, Spain.
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