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Crowl S, Coleman MB, Chaphiv A, Jordan BT, Naegle KM. Systematic analysis of the effects of splicing on the diversity of post-translational modifications in protein isoforms using PTM-POSE. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.01.10.575062. [PMID: 38260432 PMCID: PMC10802621 DOI: 10.1101/2024.01.10.575062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Post-translational modifications (PTMs) and splicing are important regulatory processes for controlling protein function and activity. Despite examples of interplay between alternative splicing and cell signaling in literature, there have been few detailed analyses of the impacts of alternative splicing on PTMs, partly due to difficulties in extracting PTM information from splicing measurements. We developed a computational pipeline, PTM Projection Onto Splice Events (PTM-POSE), to identify "prospective" PTM sites in alternative isoforms and splice events recorded in databases using only the genomic coordinates of a splice event or isoform of interest. Importantly, PTM-POSE integrates various PTM-specific databases and tools to allow for deeper analysis of the individual and global impact of spliced PTMs on isoform function, protein interactions, and regulation by enzymes like kinases. Using PTM-POSE, we performed a systematic analysis of PTM diversification across isoforms annotated in the Ensembl database. We found that 32% of PTMs are excluded from at least one Ensembl isoform, with palmitoylation being most likely to be excluded (49%) and glycosylation and crotonylation exhibiting the highest constitutive rates (75% and 94%, respectively). Further, approximately 2% of prospective PTM sites exhibited altered regulatory sequences surrounding the modification site, suggesting that regulatory or binding interactions might be different in these proteoforms. When comparing splicing of phosphorylation sites to measured phosphorylation abundance in KRAS-expressing lung cells, differential inclusion of phosphorylation sites correlated with phosphorylation levels, particularly for larger changes in inclusion (> 20%). To better understand how splicing diversification of PTMs may alter protein function and regulatory networks in specific biological contexts, we applied PTM-POSE to exon utilization measurements from TCGASpliceSeq of prostate tumor samples from The Cancer Genome Atlas (TCGA) and identified 1,489 PTMs impacted by ESRP1-correlated splicing, a splicing factor associated with worsened prognosis. We identified protein interaction and regulatory networks that may be rewired as a result of differential inclusion of PTM sites in ribosomal and cytoskeletal proteins. We also found instances in which ESRP1-mediated splicing impacted PTMs by altering flanking residues surrounding specific phosphorylation sites that may be targets of 14-3-3 proteins and SH2 domains. In addition, SGK1 signaling was found to be influenced by ESRP1 expression through increased inclusion of SGK1 substrates in ESRP1-expressing patients. Based on validation in a separate prostate cancer cohort from the Chinese Prostate Cancer Genome and EpiGenome Atlas (CPGEA), this correlated with increased phosphorylation of SGK1 substrates, particularly when SGK1 was predicted to be active. From this work, we highlighted the extensive splicing-control of PTM sites across the transcriptome and the novel information that can be gained through inclusion of PTMs in the analysis of alternative splicing. Importantly, we have provided a publicly available python package (PTM-POSE: https://github.com/NaegleLab/PTM-POSE) and all associated data for use by the broader scientific community to allow for continued exploration of the relationship between splicing and PTMs.
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Affiliation(s)
- Sam Crowl
- University of Virginia, Department of Biomedical Engineering and the Center for Public Health Genomics, Charlottesville, VA, 22903
| | - Maeve Bella Coleman
- University of Virginia, Department of Biomedical Engineering and the Center for Public Health Genomics, Charlottesville, VA, 22903
| | - Andrew Chaphiv
- University of Virginia, Department of Biomedical Engineering and the Center for Public Health Genomics, Charlottesville, VA, 22903
| | - Ben T. Jordan
- University of Virginia, Department of Biomedical Engineering and the Center for Public Health Genomics, Charlottesville, VA, 22903
| | - Kristen M. Naegle
- University of Virginia, Department of Biomedical Engineering and the Center for Public Health Genomics, Charlottesville, VA, 22903
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Abéza C, Busse P, Paiva ACF, Chagot ME, Schneider J, Robert MC, Vandermoere F, Schaeffer C, Charpentier B, Sousa PMF, Bandeiras TM, Manival X, Cianferani S, Bertrand E, Verheggen C. The HSP90/R2TP Quaternary Chaperone Scaffolds Assembly of the TSC Complex. J Mol Biol 2024; 436:168840. [PMID: 39490680 DOI: 10.1016/j.jmb.2024.168840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 10/22/2024] [Accepted: 10/23/2024] [Indexed: 11/05/2024]
Abstract
The R2TP chaperone is composed of the RUVBL1/RUVBL2 AAA+ ATPases and two adapter proteins, RPAP3 and PIH1D1. Together with HSP90, it functions in the assembly of macromolecular complexes that are often involved in cell proliferation. Here, proteomic experiments using the isolated PIH domain reveals additional R2TP partners, including the Tuberous Sclerosis Complex (TSC) and many transcriptional complexes. The TSC is a key regulator of mTORC1 and is composed of TSC1, TSC2 and TBC1D7. We show a direct interaction of TSC1 with the PIH phospho-binding domain of PIH1D1, which is, surprisingly, phosphorylation independent. Via the use of mutants and KO cell lines, we observe that TSC2 makes independent interactions with HSP90 and the TPR domains of RPAP3. Moreover, inactivation of PIH1D1 or the RUVBL1/2 ATPase activity inhibits the association of TSC1 with TSC2. Taken together, these data suggest a model in which the R2TP recruits TSC1 via PIH1D1 and TSC2 via RPAP3 and HSP90, and use the chaperone-like activities of RUVBL1/2 to stimulate their assembly.
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Affiliation(s)
- Claire Abéza
- IGMM, CNRS, Univ Montpellier, Montpellier, France; Equipe labellisée Ligue Nationale Contre le Cancer, Montpellier, France; IGH, CNRS, Univ Montpellier, Montpellier, France
| | - Philipp Busse
- iBET, Instituto de Biologia Experimental e Tecnologica, Apartado 12, Oeiras, 2781-901, Portugal; Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal
| | - Ana C F Paiva
- iBET, Instituto de Biologia Experimental e Tecnologica, Apartado 12, Oeiras, 2781-901, Portugal; Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal
| | | | - Justine Schneider
- LSMBO, IPHC, Université de Strasbourg, CNRS UMR7178, Strasbourg, France
| | - Marie-Cécile Robert
- IGMM, CNRS, Univ Montpellier, Montpellier, France; Equipe labellisée Ligue Nationale Contre le Cancer, Montpellier, France; IGH, CNRS, Univ Montpellier, Montpellier, France
| | | | | | | | - Pedro M F Sousa
- iBET, Instituto de Biologia Experimental e Tecnologica, Apartado 12, Oeiras, 2781-901, Portugal
| | - Tiago M Bandeiras
- iBET, Instituto de Biologia Experimental e Tecnologica, Apartado 12, Oeiras, 2781-901, Portugal
| | - Xavier Manival
- Université de Lorraine, CNRS, IMoPA, F-54000 Nancy, France
| | - Sarah Cianferani
- LSMBO, IPHC, Université de Strasbourg, CNRS UMR7178, Strasbourg, France
| | - Edouard Bertrand
- IGMM, CNRS, Univ Montpellier, Montpellier, France; Equipe labellisée Ligue Nationale Contre le Cancer, Montpellier, France; IGH, CNRS, Univ Montpellier, Montpellier, France.
| | - Céline Verheggen
- IGMM, CNRS, Univ Montpellier, Montpellier, France; Equipe labellisée Ligue Nationale Contre le Cancer, Montpellier, France; IGH, CNRS, Univ Montpellier, Montpellier, France.
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Genome-wide siRNA screens identify RBBP9 function as a potential target in Fanconi anaemia-deficient head-and-neck squamous cell carcinoma. Commun Biol 2023; 6:37. [PMID: 36639418 PMCID: PMC9839743 DOI: 10.1038/s42003-022-04389-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 12/19/2022] [Indexed: 01/15/2023] Open
Abstract
Fanconi anaemia (FA) is a rare chromosomal-instability syndrome caused by mutations of any of the 22 known FA DNA-repair genes. FA individuals have an increased risk of head-and-neck squamous-cell-carcinomas (HNSCC), often fatal. Systemic intolerance to standard cisplatin-based protocols due to somatic-cell hypersensitivity underscores the urgent need to develop novel therapies. Here, we performed unbiased siRNA screens to unveil genetic interactions synthetic-lethal with FA-pathway deficiency in FA-patient HNSCC cell lines. We identified based on differential-lethality scores between FA-deficient and FA-proficient cells, next to common-essential genes such as PSMC1, PSMB2, and LAMTOR2, the otherwise non-essential RBBP9 gene. Accordingly, low dose of the FDA-approved RBBP9-targeting drug Emetine kills FA-HNSCC. Importantly both RBBP9-silencing as well as Emetine spared non-tumour FA cells. This study provides a minable genome-wide analyses of vulnerabilities to address treatment challenges in FA-HNSCC. Our investigation divulges a DNA-cross-link-repair independent lead, RBBP9, for targeted treatment of FA-HNSCCs without systemic toxicity.
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Park R, Chatterjee D, Amin M, Trikalinos NA. Exceptional response to neoadjuvant capecitabine and temozolomide in TSC2-mutant pancreatic neuroendocrine tumor. CURRENT PROBLEMS IN CANCER: CASE REPORTS 2020. [DOI: 10.1016/j.cpccr.2020.100037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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Ludwig K, Husain RA, Rubio I. mTORC1 Is Not Principally Involved in the Induction of Human Endotoxin Tolerance. Front Immunol 2020; 11:1515. [PMID: 32849516 PMCID: PMC7426365 DOI: 10.3389/fimmu.2020.01515] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 06/09/2020] [Indexed: 11/13/2022] Open
Abstract
Endotoxin tolerance represents a safeguard mechanism for preventing detrimental prolonged inflammation and exaggerated immune/inflammatory responses from innate immune cells to recurrent harmless pathogens. On the other hand, excessive immune tolerance can contribute to pathological immunosuppression, e.g., as present in sepsis. Monocyte activation is accompanied by intracellular metabolic rearrangements that are reportedly orchestrated by the metabolic signaling node mTORC1. mTORC1-dependent metabolic re-wiring plays a major role in monocyte/macrophage polarization, but whether mTORC1 participates in the induction of endotoxin tolerance and other immune adaptive programs, such as immune training, is not clear. This connection has been difficult to test in the past due to the lack of appropriate models of human endotoxin tolerance allowing for the genetic manipulation of mTORC1. We have addressed this shortcoming by investigating monocytes from tuberous sclerosis (TSC) patients that feature a functional loss of the tumor suppressor TSC1/2 and a concomitant hyperactivation of mTORC1. Subjecting these cells to various protocols of immune priming and adaptation showed that the TSC monocytes are not compromised in the induction of tolerance. Analogously, we find that pharmacological mTORC1 inhibition does not prevent endotoxin tolerance induction in human monocytes. Interestingly, neither manipulation affected the capacity of activated monocytes to switch to increased lactic fermentation. In sum, our findings document that mTORC1 is unlikely to be involved in the induction of endotoxin tolerance in human monocytes and argue against a causal link between an mTORC1-dependent metabolic switch and the induction of immune tolerance.
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Affiliation(s)
- Kristin Ludwig
- Institute of Molecular Cell Biology, Center for Molecular Biomedicine, University Hospital Jena, Jena, Germany
| | - Ralf A Husain
- Department of Neuropediatrics, University Hospital Jena, Jena, Germany
| | - Ignacio Rubio
- Institute of Molecular Cell Biology, Center for Molecular Biomedicine, University Hospital Jena, Jena, Germany.,Clinic of Anaesthesiology and Intensive Care and Center for Sepsis Control and Care (CSCC), University Hospital Jena, Jena, Germany
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Wei Y, Bettedi L, Ting CY, Kim K, Zhang Y, Cai J, Lilly MA. The GATOR complex regulates an essential response to meiotic double-stranded breaks in Drosophila. eLife 2019; 8:e42149. [PMID: 31650955 PMCID: PMC6834368 DOI: 10.7554/elife.42149] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Accepted: 10/13/2019] [Indexed: 01/18/2023] Open
Abstract
The TORC1 regulator GATOR1/SEACIT controls meiotic entry and early meiotic events in yeast. However, how metabolic pathways influence meiotic progression in metazoans remains poorly understood. Here we examine the role of the TORC1 regulators GATOR1 and GATOR2 in the response to meiotic double-stranded breaks (DSB) during Drosophila oogenesis. We find that in mutants of the GATOR2 component mio, meiotic DSBs trigger the constitutive downregulation of TORC1 activity and a permanent arrest in oocyte growth. Conversely, in GATOR1 mutants, high TORC1 activity results in the delayed repair of meiotic DSBs and the hyperactivation of p53. Unexpectedly, we found that GATOR1 inhibits retrotransposon expression in the presence of meiotic DSBs in a pathway that functions in parallel to p53. Thus, our studies have revealed a link between oocyte metabolism, the repair of meiotic DSBs and retrotransposon expression.
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Affiliation(s)
- Youheng Wei
- Cell Biology and Neurobiology BranchNational Institute of Child Health and Human Development, National Institutes of HealthBethesdaUnited States
- College of Bioscience and BiotechnologyYangzhou UniversityYangzhouChina
| | - Lucia Bettedi
- Cell Biology and Neurobiology BranchNational Institute of Child Health and Human Development, National Institutes of HealthBethesdaUnited States
| | - Chun-Yuan Ting
- Cell Biology and Neurobiology BranchNational Institute of Child Health and Human Development, National Institutes of HealthBethesdaUnited States
| | - Kuikwon Kim
- Cell Biology and Neurobiology BranchNational Institute of Child Health and Human Development, National Institutes of HealthBethesdaUnited States
| | - Yingbiao Zhang
- Cell Biology and Neurobiology BranchNational Institute of Child Health and Human Development, National Institutes of HealthBethesdaUnited States
| | - Jiadong Cai
- College of Bioscience and BiotechnologyYangzhou UniversityYangzhouChina
| | - Mary A Lilly
- Cell Biology and Neurobiology BranchNational Institute of Child Health and Human Development, National Institutes of HealthBethesdaUnited States
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Lamm N, Rogers S, Cesare AJ. The mTOR pathway: Implications for DNA replication. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2019; 147:17-25. [PMID: 30991055 DOI: 10.1016/j.pbiomolbio.2019.04.002] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 04/01/2019] [Accepted: 04/09/2019] [Indexed: 12/22/2022]
Abstract
DNA replication plays a central role in genome health. Deleterious alteration of replication dynamics, or "replication stress", is a key driver of genome instability and oncogenesis. The replication stress response is regulated by the ATR kinase, which functions to mitigate replication abnormalities through coordinated efforts that arrest the cell cycle and repair damaged replication forks. mTOR kinase regulates signaling networks that control cell growth and metabolism in response to environmental cues and cell stress. In this review, we discuss interconnectivity between the ATR and mTOR pathways, and provide putative mechanisms for mTOR engagement in DNA replication and the replication stress response. Finally, we describe how connectivity between mTOR and replication stress may be exploited for cancer therapy.
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Affiliation(s)
- Noa Lamm
- Genome Integrity Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, 2145, Australia
| | - Samuel Rogers
- Genome Integrity Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, 2145, Australia
| | - Anthony J Cesare
- Genome Integrity Unit, Children's Medical Research Institute, University of Sydney, Westmead, New South Wales, 2145, Australia.
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Armstrong LC, Westlake G, Snow JP, Cawthon B, Armour E, Bowman AB, Ess KC. Heterozygous loss of TSC2 alters p53 signaling and human stem cell reprogramming. Hum Mol Genet 2017; 26:4629-4641. [PMID: 28973543 PMCID: PMC5886307 DOI: 10.1093/hmg/ddx345] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2017] [Revised: 08/28/2017] [Accepted: 09/01/2017] [Indexed: 12/21/2022] Open
Abstract
Tuberous sclerosis complex (TSC) is a pediatric disorder of dysregulated growth and differentiation caused by loss of function mutations in either the TSC1 or TSC2 genes, which regulate mTOR kinase activity. To study aberrations of early development in TSC, we generated induced pluripotent stem cells using dermal fibroblasts obtained from patients with TSC. During validation, we found that stem cells generated from TSC patients had a very high rate of integration of the reprogramming plasmid containing a shRNA against TP53. We also found that loss of one allele of TSC2 in human fibroblasts is sufficient to increase p53 levels and impair stem cell reprogramming. Increased p53 was also observed in TSC2 heterozygous and homozygous mutant human stem cells, suggesting that the interactions between TSC2 and p53 are consistent across cell types and gene dosage. These results support important contributions of TSC2 heterozygous and homozygous mutant cells to the pathogenesis of TSC and the important role of p53 during reprogramming.
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Affiliation(s)
- Laura C Armstrong
- Division of Pediatric Neurology, Department of Pediatrics, Vanderbilt University Medical Center, D4105 Medical Center North, Nashville, TN 37232, USA
| | - Grant Westlake
- Division of Pediatric Neurology, Department of Pediatrics, Vanderbilt University Medical Center, D4105 Medical Center North, Nashville, TN 37232, USA
| | - John P Snow
- Division of Pediatric Neurology, Department of Pediatrics, Vanderbilt University Medical Center, D4105 Medical Center North, Nashville, TN 37232, USA
| | - Bryan Cawthon
- Division of Pediatric Neurology, Department of Pediatrics, Vanderbilt University Medical Center, D4105 Medical Center North, Nashville, TN 37232, USA
| | - Eric Armour
- Division of Pediatric Neurology, Department of Pediatrics, Vanderbilt University Medical Center, D4105 Medical Center North, Nashville, TN 37232, USA
| | - Aaron B Bowman
- Division of Pediatric Neurology, Department of Pediatrics, Vanderbilt University Medical Center, D4105 Medical Center North, Nashville, TN 37232, USA
| | - Kevin C Ess
- Division of Pediatric Neurology, Department of Pediatrics, Vanderbilt University Medical Center, D4105 Medical Center North, Nashville, TN 37232, USA
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