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Suzuki T, Fujihira H. NGLY1: A fascinating, multifunctional molecule. Biochim Biophys Acta Gen Subj 2024; 1868:130379. [PMID: 37951368 DOI: 10.1016/j.bbagen.2023.130379] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 05/04/2023] [Indexed: 11/14/2023]
Abstract
NGLY1, a cytoplasmic de-N-glycosylating enzyme is well conserved among eukaryotes. This enzyme has attracted considerable attention after mutations on the NGLY1 gene were found to cause a rare genetic disorder called NGLY1 deficiency. Recent explosive progress in NGLY1 research has revealed multi-functional aspects of this protein.
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Affiliation(s)
- Tadashi Suzuki
- Glycometabolic Biochemistry Laboratory, RIKEN Cluster for Pioneering Research (CPR), RIKEN, Saitama, Japan; Takeda-CiRA Joint Program (T-CiRA), Kanagawa, Japan.
| | - Haruhiko Fujihira
- Glycometabolic Biochemistry Laboratory, RIKEN Cluster for Pioneering Research (CPR), RIKEN, Saitama, Japan
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2
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Ruvkun G, Lehrbach N. Regulation and Functions of the ER-Associated Nrf1 Transcription Factor. Cold Spring Harb Perspect Biol 2023; 15:a041266. [PMID: 35940907 PMCID: PMC9808582 DOI: 10.1101/cshperspect.a041266] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Nrf1 is a member of the nuclear erythroid 2-like family of transcription factors that regulate stress-responsive gene expression in animals. Newly synthesized Nrf1 is targeted to the endoplasmic reticulum (ER) where it is N-glycosylated. N-glycosylated Nrf1 is trafficked to the cytosol by the ER-associated degradation (ERAD) machinery and is subject to rapid proteasomal degradation. When proteasome function is impaired, Nrf1 escapes degradation and undergoes proteolytic cleavage and deglycosylation. Deglycosylation results in deamidation of N-glycosylated asparagine residues to edit the protein sequence encoded by the genome. This truncated and "sequence-edited" form of Nrf1 enters the nucleus where it induces up-regulation of proteasome subunit genes. Thus, Nrf1 drives compensatory proteasome biogenesis in cells exposed to proteasome inhibitor drugs and other proteotoxic insults. In addition to its role in proteasome homeostasis, Nrf1 is implicated in responses to oxidative stress, and maintaining lipid and cholesterol homeostasis. Here, we describe the conserved and complex mechanism by which Nrf1 is regulated and highlight emerging evidence linking this unusual transcription factor to development, aging, and disease.
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Affiliation(s)
- Gary Ruvkun
- Department of Molecular Biology, Massachusetts General Hospital, Harvard Medical School, Simches Research Building, Boston, MA 02114, USA
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Nicolas Lehrbach
- Basic Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington 98109, USA
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3
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Abbott J, Tambe M, Pavlinov I, Farkhondeh A, Nguyen HN, Xu M, Pradhan M, York T, Might M, Baumgärtel K, Rodems S, Zheng W. Generation and characterization of NGLY1 patient-derived midbrain organoids. Front Cell Dev Biol 2023; 11:1039182. [PMID: 36875753 PMCID: PMC9978932 DOI: 10.3389/fcell.2023.1039182] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 01/16/2023] [Indexed: 02/18/2023] Open
Abstract
NGLY1 deficiency is an ultra-rare, autosomal recessive genetic disease caused by mutations in the NGLY1 gene encoding N-glycanase one that removes N-linked glycan. Patients with pathogenic mutations in NGLY1 have complex clinical symptoms including global developmental delay, motor disorder and liver dysfunction. To better understand the disease pathogenesis and the neurological symptoms of the NGLY1 deficiency we generated and characterized midbrain organoids using patient-derived iPSCs from two patients with distinct disease-causing mutations-one homozygous for p. Q208X, the other compound heterozygous for p. L318P and p. R390P and CRISPR generated NGLY1 knockout iPSCs. We demonstrate that NGLY1 deficient midbrain organoids show altered neuronal development compared to one wild type (WT) organoid. Both neuronal (TUJ1) and astrocytic glial fibrillary acid protein markers were reduced in NGLY1 patient-derived midbrain organoids along with neurotransmitter GABA. Interestingly, staining for dopaminergic neuronal marker, tyrosine hydroxylase, revealed a significant reduction in patient iPSC derived organoids. These results provide a relevant NGLY1 disease model to investigate disease mechanisms and evaluate therapeutics for treatments of NGLY1 deficiency.
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Affiliation(s)
- Joshua Abbott
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, United States
| | - Mitali Tambe
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, United States
| | - Ivan Pavlinov
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, United States
| | - Atena Farkhondeh
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, United States
| | - Ha Nam Nguyen
- Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,3Dnamics, Inc., Baltimore, MD, United States
| | - Miao Xu
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, United States
| | - Manisha Pradhan
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, United States
| | - Tate York
- NeuroScience Associates Inc, Knoxville, TN, United States
| | - Matthew Might
- University of Alabama at Birmingham, Birmingham, AL, United States
| | | | | | - Wei Zheng
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, United States
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4
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Walber S, Partalidou G, Gerling‐Driessen UIM. NGLY1 Deficiency: A Rare Genetic Disorder Unlocks Therapeutic Potential for Common Diseases. Isr J Chem 2022. [DOI: 10.1002/ijch.202200068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Simon Walber
- Institute of Organic and Macromolecular Chemistry Heinrich Heine University Duesseldorf Universitaetsstrasse 1 40225 Duesseldorf Germany
| | - Georgia Partalidou
- Institute of Organic and Macromolecular Chemistry Heinrich Heine University Duesseldorf Universitaetsstrasse 1 40225 Duesseldorf Germany
| | - Ulla I. M. Gerling‐Driessen
- Institute of Organic and Macromolecular Chemistry Heinrich Heine University Duesseldorf Universitaetsstrasse 1 40225 Duesseldorf Germany
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5
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An in vivo drug repurposing screen and transcriptional analyses reveals the serotonin pathway and GSK3 as major therapeutic targets for NGLY1 deficiency. PLoS Genet 2022; 18:e1010228. [PMID: 35653343 PMCID: PMC9162339 DOI: 10.1371/journal.pgen.1010228] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 05/02/2022] [Indexed: 11/19/2022] Open
Abstract
NGLY1 deficiency, a rare disease with no effective treatment, is caused by autosomal recessive, loss-of-function mutations in the N-glycanase 1 (NGLY1) gene and is characterized by global developmental delay, hypotonia, alacrima, and seizures. We used a Drosophila model of NGLY1 deficiency to conduct an in vivo, unbiased, small molecule, repurposing screen of FDA-approved drugs to identify therapeutic compounds. Seventeen molecules partially rescued lethality in a patient-specific NGLY1 deficiency model, including multiple serotonin and dopamine modulators. Exclusive dNGLY1 expression in serotonin and dopamine neurons, in an otherwise dNGLY1 deficient fly, was sufficient to partially rescue lethality. Further, genetic modifier and transcriptomic data supports the importance of serotonin signaling in NGLY1 deficiency. Connectivity Map analysis identified glycogen synthase kinase 3 (GSK3) inhibition as a potential therapeutic mechanism for NGLY1 deficiency, which we experimentally validated with TWS119, lithium, and GSK3 knockdown. Strikingly, GSK3 inhibitors and a serotonin modulator rescued size defects in dNGLY1 deficient larvae upon proteasome inhibition, suggesting that these compounds act through NRF1, a transcription factor that is regulated by NGLY1 and regulates proteasome expression. This study reveals the importance of the serotonin pathway in NGLY1 deficiency, and serotonin modulators or GSK3 inhibitors may be effective therapeutics for this rare disease. NGLY1 deficiency is a rare disease with no effective treatment. We conducted a drug repurposing screen and used the Connectivity Map, a transcriptional-based computational approach, to identify compounds that may serve as therapeutics for NGLY1 deficient individuals. The drug repurposing screen identified FDA-approved compounds acting through the serotonin and dopamine pathway that partially rescued lethality in an NGLY1 deficiency fly model. We also found that expressing dNGLY1 (the Drosophila ortholog of NGLY1) exclusively in serotonin neurons, in an otherwise dNGLY1 deficient fly, partially rescued lethality. These data indicate the importance of the serotonin and dopamine systems in NGLY1 deficiency. The Connectivity Map analyses found GSK3 inhibitors as potential therapeutic compounds, which were validated in vivo in the fly. Furthermore, knockdown of sgg (the Drosophila ortholog of GSK3) partially rescued lethality in dNGLY1 deficient flies, suggesting GSK3 as a therapeutic target for NGLY1 deficiency. Taken together, this work identifies therapeutic strategies for NGLY1 deficiency.
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6
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Sakthivel D, Bolívar BE, Bouchier‐Hayes L. Cellular autophagy, an unbidden effect of caspase inhibition by zVAD‐fmk. FEBS J 2022; 289:3097-3100. [DOI: 10.1111/febs.16346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 01/05/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Dharaniya Sakthivel
- Department of Molecular and Human Genetics Baylor College of Medicine Houston TX USA
- Division of Hematology‐Oncology, Department of Pediatrics Baylor College of Medicine Houston TX USA
- Texas Children’s Hospital Houston William T. Shearer Center for Human Immunobiology TX USA
| | - Beatriz E. Bolívar
- Division of Hematology‐Oncology, Department of Pediatrics Baylor College of Medicine Houston TX USA
- Texas Children’s Hospital Houston William T. Shearer Center for Human Immunobiology TX USA
| | - Lisa Bouchier‐Hayes
- Division of Hematology‐Oncology, Department of Pediatrics Baylor College of Medicine Houston TX USA
- Texas Children’s Hospital Houston William T. Shearer Center for Human Immunobiology TX USA
- Department of Molecular and Cellular Biology Baylor College of Medicine Houston TX USA
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7
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Miao X, Wu J, Chen H, Lu G. Comprehensive Analysis of the Structure and Function of Peptide:N-Glycanase 1 and Relationship with Congenital Disorder of Deglycosylation. Nutrients 2022; 14:nu14091690. [PMID: 35565658 PMCID: PMC9102325 DOI: 10.3390/nu14091690] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 04/13/2022] [Accepted: 04/15/2022] [Indexed: 02/01/2023] Open
Abstract
The cytosolic PNGase (peptide:N-glycanase), also known as peptide-N4-(N-acetyl-β-glucosaminyl)-asparagine amidase, is a well-conserved deglycosylation enzyme (EC 3.5.1.52) which catalyzes the non-lysosomal hydrolysis of an N(4)-(acetyl-β-d-glucosaminyl) asparagine residue (Asn, N) into a N-acetyl-β-d-glucosaminyl-amine and a peptide containing an aspartate residue (Asp, D). This enzyme (NGLY1) plays an essential role in the clearance of misfolded or unassembled glycoproteins through a process named ER-associated degradation (ERAD). Accumulating evidence also points out that NGLY1 deficiency can cause an autosomal recessive (AR) human genetic disorder associated with abnormal development and congenital disorder of deglycosylation. In addition, the loss of NGLY1 can affect multiple cellular pathways, including but not limited to NFE2L1 pathway, Creb1/Atf1-AQP pathway, BMP pathway, AMPK pathway, and SLC12A2 ion transporter, which might be the underlying reasons for a constellation of clinical phenotypes of NGLY1 deficiency. The current comprehensive review uncovers the NGLY1’ssdetailed structure and its important roles for participation in ERAD, involvement in CDDG and potential treatment for NGLY1 deficiency.
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Affiliation(s)
- Xiangguang Miao
- Queen Mary School, Nanchang University, No. 1299 Xuefu Avenue, Honggutan New District, Nanchang 330036, China;
| | - Jin Wu
- Laboratory of Translational Medicine Research, Department of Pathology, Deyang People’s Hospital, No. 173 First Section of Taishanbei Road, Jingyang District, Deyang 618000, China;
- Deyang Key Laboratory of Tumor Molecular Research, No. 173 First Section of Taishanbei Road, Jingyang District, Deyang 618000, China
- Department of Molecular & Cellular Biology, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY 14263, USA
| | - Hongping Chen
- Department of Histology and Embryology, Medical College of Nanchang University, Nanchang 330006, China
- Correspondence: (H.C.); (G.L.); Tel.: +86-188-0147-4087 (G.L.)
| | - Guanting Lu
- Laboratory of Translational Medicine Research, Department of Pathology, Deyang People’s Hospital, No. 173 First Section of Taishanbei Road, Jingyang District, Deyang 618000, China;
- Deyang Key Laboratory of Tumor Molecular Research, No. 173 First Section of Taishanbei Road, Jingyang District, Deyang 618000, China
- Correspondence: (H.C.); (G.L.); Tel.: +86-188-0147-4087 (G.L.)
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8
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Needs SH, Bootman MD, Grotzke JE, Kramer HB, Allman SA. Off‐target inhibition of NGLY1 by the polycaspase inhibitor Z‐VAD‐fmk induces cellular autophagy. FEBS J 2022; 289:3115-3131. [PMID: 34995415 PMCID: PMC9304259 DOI: 10.1111/febs.16345] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 09/14/2021] [Accepted: 01/05/2022] [Indexed: 12/28/2022]
Affiliation(s)
- Sarah H. Needs
- School of Life, Health and Chemical Sciences The Open University Milton Keynes UK
- Reading School of Pharmacy University of Reading UK
| | - Martin D. Bootman
- School of Life, Health and Chemical Sciences The Open University Milton Keynes UK
| | | | - Holger B. Kramer
- Department of Physiology, Anatomy and Genetics University of Oxford UK
- MRC London Institute of Medical Sciences UK
| | - Sarah A. Allman
- School of Life, Health and Chemical Sciences The Open University Milton Keynes UK
- Reading School of Pharmacy University of Reading UK
- Leicester School of Pharmacy De Montfort University Leicester UK
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9
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Rauscher B, Mueller WF, Clauder-Münster S, Jakob P, Islam MS, Sun H, Ghidelli-Disse S, Boesche M, Bantscheff M, Pflaumer H, Collier P, Haase B, Chen S, Hoffman R, Wang G, Benes V, Drewes G, Snyder M, Steinmetz LM. Patient-derived gene and protein expression signatures of NGLY1 deficiency. J Biochem 2021; 171:187-199. [PMID: 34878535 DOI: 10.1093/jb/mvab131] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 10/13/2021] [Indexed: 11/14/2022] Open
Abstract
N-Glycanase 1 (NGLY1) deficiency is a rare and complex genetic disorder. Although recent studies have shed light on the molecular underpinnings of NGLY1 deficiency, a systematic characterization of gene and protein expression changes in patient-derived cells has been lacking. Here, we performed RNA-sequencing and mass spectrometry to determine the transcriptomes and proteomes of 66 cell lines representing 4 different cell types derived from 14 NGLY1 deficient patients and 17 controls. Although NGLY1 protein levels were up to 9.5-fold downregulated in patients compared to parents, residual and likely non-functional NGLY1 protein was detectable in all patient-derived lymphoblastoid cell lines. Consistent with the role of NGLY1 as a regulator of the transcription factor Nrf1, we observed a cell type-independent downregulation of proteasomal genes in NGLY1 deficient cells. In contrast, genes involved in ribosome biogenesis and mRNA processing were upregulated in multiple cell types. In addition, we observed cell type-specific effects. For example, genes and proteins involved in glutathione synthesis, such as the glutamate-cysteine ligase subunits GCLC and GCLM, were downregulated specifically in lymphoblastoid cells. We provide a web application that enables access to all results generated in this study at https://apps.embl.de/ngly1browser. This resource will guide future studies of NGLY1 deficiency in directions that are most relevant to patients.
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Affiliation(s)
- Benedikt Rauscher
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany, Meyerhofstrasse 1, Heidelberg, Germany, 69117
| | | | - Sandra Clauder-Münster
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany, Meyerhofstrasse 1, Heidelberg, Germany, 69117
| | - Petra Jakob
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany, Meyerhofstrasse 1, Heidelberg, Germany, 69117
| | - M Saiful Islam
- Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Han Sun
- Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Sonja Ghidelli-Disse
- Cellzome GmbH, a GlaxoSmithKline Company, Meyerhofstrasse 1, Heidelberg, Germany, 69117
| | - Markus Boesche
- Cellzome GmbH, a GlaxoSmithKline Company, Meyerhofstrasse 1, Heidelberg, Germany, 69117
| | - Marcus Bantscheff
- Cellzome GmbH, a GlaxoSmithKline Company, Meyerhofstrasse 1, Heidelberg, Germany, 69117
| | - Hannah Pflaumer
- Cellzome GmbH, a GlaxoSmithKline Company, Meyerhofstrasse 1, Heidelberg, Germany, 69117
| | - Paul Collier
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany, Meyerhofstrasse 1, Heidelberg, Germany, 69117
| | - Bettina Haase
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany, Meyerhofstrasse 1, Heidelberg, Germany, 69117
| | - Songjie Chen
- Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Rene Hoffman
- Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Guangwen Wang
- Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Vladimir Benes
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany, Meyerhofstrasse 1, Heidelberg, Germany, 69117
| | - Gerard Drewes
- Cellzome GmbH, a GlaxoSmithKline Company, Meyerhofstrasse 1, Heidelberg, Germany, 69117
| | - Michael Snyder
- Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Lars M Steinmetz
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany, Meyerhofstrasse 1, Heidelberg, Germany, 69117.,Department of Genetics, Stanford University School of Medicine, Stanford, California, USA.,Stanford Genome Technology Center, Stanford University, Palo Alto, California, USA
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10
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Lehrbach NJ. NGLY1: Insights from C. elegans. J Biochem 2021; 171:145-152. [PMID: 34697631 DOI: 10.1093/jb/mvab112] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 10/01/2021] [Indexed: 01/31/2023] Open
Abstract
Peptide:N-glycanase is an evolutionarily conserved deglycosylating enzyme that catalyzes the removal of N-linked glycans from cytosolic glycoproteins. Recessive mutations that inactivate this enzyme cause NGLY1 deficiency, a multisystemic disorder with symptoms including developmental delay and defects in cognition and motor control. Developing treatments for NGLY1 deficiency will require an understanding of how failure to deglycosylate NGLY1 substrates perturbs cellular and organismal function. In this review, I highlight insights into peptide:N-glycanase biology gained by studies in the highly tractable genetic model animal C. elegans. I focus on the recent discovery of SKN-1A/Nrf1, an N-glycosylated transcription factor, as a peptide:N-glycanase substrate critical for regulation of the proteasome. I describe the elaborate post-translational mechanism that culminates in activation of SKN-1A/Nrf1 via NGLY1-dependent 'sequence editing' and discuss the implications of these findings for our understanding of NGLY1 deficiency.
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11
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Talsness DM, Owings KG, Coelho E, Mercenne G, Pleinis JM, Partha R, Hope KA, Zuberi AR, Clark NL, Lutz CM, Rodan AR, Chow CY. A Drosophila screen identifies NKCC1 as a modifier of NGLY1 deficiency. eLife 2020; 9:e57831. [PMID: 33315011 PMCID: PMC7758059 DOI: 10.7554/elife.57831] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 12/12/2020] [Indexed: 12/12/2022] Open
Abstract
N-Glycanase 1 (NGLY1) is a cytoplasmic deglycosylating enzyme. Loss-of-function mutations in the NGLY1 gene cause NGLY1 deficiency, which is characterized by developmental delay, seizures, and a lack of sweat and tears. To model the phenotypic variability observed among patients, we crossed a Drosophila model of NGLY1 deficiency onto a panel of genetically diverse strains. The resulting progeny showed a phenotypic spectrum from 0 to 100% lethality. Association analysis on the lethality phenotype, as well as an evolutionary rate covariation analysis, generated lists of modifying genes, providing insight into NGLY1 function and disease. The top association hit was Ncc69 (human NKCC1/2), a conserved ion transporter. Analyses in NGLY1-/- mouse cells demonstrated that NKCC1 has an altered average molecular weight and reduced function. The misregulation of this ion transporter may explain the observed defects in secretory epithelium function in NGLY1 deficiency patients.
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Affiliation(s)
- Dana M Talsness
- Department of Human Genetics, University of Utah School of MedicineSalt Lake CityUnited States
| | - Katie G Owings
- Department of Human Genetics, University of Utah School of MedicineSalt Lake CityUnited States
| | - Emily Coelho
- Department of Human Genetics, University of Utah School of MedicineSalt Lake CityUnited States
| | - Gaelle Mercenne
- Department of Internal Medicine, Division of Nephrology and Hypertension, and Molecular Medicine Program, University of UtahSalt Lake CityUnited States
| | - John M Pleinis
- Department of Internal Medicine, Division of Nephrology and Hypertension, and Molecular Medicine Program, University of UtahSalt Lake CityUnited States
| | - Raghavendran Partha
- Department of Computational and Systems Biology, University of PittsburghPittsburghUnited States
| | - Kevin A Hope
- Department of Human Genetics, University of Utah School of MedicineSalt Lake CityUnited States
| | - Aamir R Zuberi
- Genetic Resource Science, The Jackson LaboratoryBar HarborUnited States
| | - Nathan L Clark
- Department of Human Genetics, University of Utah School of MedicineSalt Lake CityUnited States
| | - Cathleen M Lutz
- Genetic Resource Science, The Jackson LaboratoryBar HarborUnited States
| | - Aylin R Rodan
- Department of Internal Medicine, Division of Nephrology and Hypertension, and Molecular Medicine Program, University of UtahSalt Lake CityUnited States
- Medical Service, Veterans Affairs Salt Lake City Health Care SystemSalt Lake CityUnited States
| | - Clement Y Chow
- Department of Human Genetics, University of Utah School of MedicineSalt Lake CityUnited States
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