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Record W2022285303 · doi:10.1074/jbc.m510127200

Small Ubiquitin-like Modifier (SUMO) Modification of Natively Unfolded Proteins Tau and α-Synuclein

2006· article· en· W2022285303 on OpenAlex

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Bibliographic record

VenueJournal of Biological Chemistry · 2006
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicUbiquitin and proteasome pathways
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsUbiquitinPosttranslational modificationUnfolded protein responseChemistryComputational biologyCell biologyBiochemistryBiologyEndoplasmic reticulumGene

Abstract

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Sumoylation is an important post-translational modification that provides a rapid and reversible means for controlling the activity, subcellular localization, and stability of target proteins. We have examined the covalent attachment of the small ubiquitin-like modifier (SUMO) proteins to tau and α-synuclein, two natively unfolded proteins that define several neurodegenerative diseases. Both brain proteins were preferentially modified by SUMO1, as compared with SUMO2 or SUMO3. Tau contains two SUMO consensus sequences, and mutational analyses identified Lys340 as the major sumoylation site. Although both tau and α-synuclein are targets for proteasomal degradation, only tau sumoylation was affected by inhibitors of the proteasome pathway. Tau is a microtubule-associated protein, whose ability to bind and stabilize microtubules is negatively regulated by phosphorylation. Treatment with the phosphatase inhibitor, okadaic acid, or the microtubule depolymerizing drug, colchicine, up-regulated tau sumoylation. This suggests that SUMO modification may preferentially target a free soluble pool of the substrate. These findings revealed a new, possibly regulatory, modification of tau and α-synuclein that may also have implications for their pathogenic roles in neurodegenerative diseases. Sumoylation is an important post-translational modification that provides a rapid and reversible means for controlling the activity, subcellular localization, and stability of target proteins. We have examined the covalent attachment of the small ubiquitin-like modifier (SUMO) proteins to tau and α-synuclein, two natively unfolded proteins that define several neurodegenerative diseases. Both brain proteins were preferentially modified by SUMO1, as compared with SUMO2 or SUMO3. Tau contains two SUMO consensus sequences, and mutational analyses identified Lys340 as the major sumoylation site. Although both tau and α-synuclein are targets for proteasomal degradation, only tau sumoylation was affected by inhibitors of the proteasome pathway. Tau is a microtubule-associated protein, whose ability to bind and stabilize microtubules is negatively regulated by phosphorylation. Treatment with the phosphatase inhibitor, okadaic acid, or the microtubule depolymerizing drug, colchicine, up-regulated tau sumoylation. This suggests that SUMO modification may preferentially target a free soluble pool of the substrate. These findings revealed a new, possibly regulatory, modification of tau and α-synuclein that may also have implications for their pathogenic roles in neurodegenerative diseases. Small ubiquitin-like modifier proteins (SUMO) 2The abbreviations used are: SUMO, small ubiquitin-like modifier; E1, SUMO activating enzyme; E2, SUMO-conjugating enzyme; E3, SUMO ligase. 2The abbreviations used are: SUMO, small ubiquitin-like modifier; E1, SUMO activating enzyme; E2, SUMO-conjugating enzyme; E3, SUMO ligase. display similarities to ubiquitin in both the structure and the biochemistry of their conjugation (for review, see Ref. 1Dohmen R.J. Biochim. Biophys. Acta. 2004; 1695: 113-131Crossref PubMed Scopus (200) Google Scholar). SUMO isoforms are expressed in humans and display cell type-specific expression levels and distinct, although not exclusive, subcellular localizations (2Su H.-L. Li S. S.-L. Gene (Amst.). 2002; 296: 65-73Crossref PubMed Scopus (127) Google Scholar). Each SUMO paralog is expressed as a precursor protein that undergoes processing by a C-terminal hydrolase (3Kamitani T. Nguyen H.P. Yeh E.T.H. J. Biol. Chem. 1997; 272: 14001-14004Abstract Full Text Full Text PDF PubMed Scopus (145) Google Scholar). Once cleaved, the mature protein has a diglycine motif exposed at the C terminus and is ready to enter a multistep enzymatic pathway, which is similar but quite distinct from ubiquitination. Mature SUMO proteins are primed in an ATP-dependent manner by the SUMO-activating (E1) enzyme Sua1/hUba2 (4Johnson E.S. Schwienhorst I. Dohmen R.J. Blobel G. EMBO J. 1997; 16: 5509-5519Crossref PubMed Scopus (439) Google Scholar, 5Desterro J.M.P. Rodriguez M.S. Kemp G.D. Hay R.T. J. Biol. Chem. 1999; 274: 10618-10624Abstract Full Text Full Text PDF PubMed Scopus (281) Google Scholar). Activated SUMO is then transferred, through a trans-esterification reaction, to a unique conjugating (E2) enzyme, Ubch9 (6Johnson E.S. Blobel G. J. Biol. Chem. 1997; 272: 26799-26802Abstract Full Text Full Text PDF PubMed Scopus (404) Google Scholar, 7Desterro J.M.P. Thomson J. Hay R.T. FEBS Lett. 1997; 47: 297-300Crossref Scopus (302) Google Scholar). The final step is the formation of an isopeptide bond between the C-terminal glycine of SUMO and the lysine ϵ-amino group of the target substrate. A majority of the acceptor lysine residues are found within a SUMO consensus motif ΨKX(E/D), in which Ψ corresponds to a hydrophobic residue. Although E1 and E2 are sufficient for SUMO conjugation to various substrates (8Okuma T. Honda R. Ichikawa G. Tsumagari N. Yasuda H. Biochem. Biophys. Res. Commun. 1999; 254: 693-698Crossref PubMed Scopus (181) Google Scholar, 9Rodriguez M.S. Desterro J.M.P. Lain S. Midgley C.A. Lane D.P. Hay R.T. EMBO J. 1999; 18: 6455-6461Crossref PubMed Scopus (557) Google Scholar), it is assumed that SUMO E3 ligases catalyze sumoylation at non-consensus sites, increase the rate of modification, or ensure substrate specificity (10Johnson E.S. Gupta A.A. Cell. 2001; 106: 735-744Abstract Full Text Full Text PDF PubMed Scopus (525) Google Scholar, 11Pichler A. Gast A. Seeler J.-S. Dejean A. Melchior F. Cell. 2002; 108: 109-120Abstract Full Text Full Text PDF PubMed Scopus (631) Google Scholar, 12Kahyo T. Nishida T. Yasuda H. Mol. Cell. 2001; 8: 713-718Abstract Full Text Full Text PDF PubMed Scopus (388) Google Scholar, 13Kagey M.H. Melhuish T.A. Wotton D. Cell. 2003; 113: 127-137Abstract Full Text Full Text PDF PubMed Scopus (444) Google Scholar). Sumoylation is a highly dynamic and reversible process as specific proteases can rapidly remove SUMO from their substrates (for review, see Ref. 14Melchior F. Schergaut M. Pichler A. Trends Biochem. Sci. 2003; 28: 612-618Abstract Full Text Full Text PDF PubMed Scopus (335) Google Scholar). In contrast to ubiquitin, which mainly tags proteins for proteasome-mediated degradation, covalent modification by SUMO can have a number of functional consequences for the target proteins. For example, sumoylation modulates protein-protein interactions, affects subcellular localization and, in some cases, antagonizes the proteasome pathway by competing with ubiquitin (for review, see Ref. 1Dohmen R.J. Biochim. Biophys. Acta. 2004; 1695: 113-131Crossref PubMed Scopus (200) Google Scholar). Despite the rapidly growing number of SUMO substrates identified, in most cases, the physiological function and regulation of sumoylation remain elusive and may vary according to the nature of the target. Tau and α-synuclein belong to the family of natively unfolded proteins as they display an extended conformation in vitro with little ordered secondary structure (15Schweers O. Schönbrunn-Hanebeck E. Marx A. Mandelkow E. J. Biol. Chem. 1994; 269: 24290-24297Abstract Full Text PDF PubMed Google Scholar, 16Weinreb P.H. Zhen W. Poon A.W. Conway K.A. Lansbury Jr., P.T. Biochemistry. 1996; 35: 13709-13715Crossref PubMed Scopus (1283) Google Scholar). Both proteins are highly soluble and heat-resistant. They are highly expressed in the brain and are associated with several neurodegenerative disorders including Alzheimer and Parkinson disease (reviewed in Ref. 17Goedert M. Curr. Opin. Genet. Dev. 2001; 11: 343-351Crossref PubMed Scopus (80) Google Scholar). As with other amyloidogenic proteins, tau and α-synuclein undergo a pathological transition from random coil to a β-pleated sheet conformation that is accompanied by extensive aggregation and fibril formation (18Barghorn S. Davies P. Mandelkow E. Biochemistry. 2004; 43: 1694-1703Crossref PubMed Scopus (178) Google Scholar, 19Conway K.A. Harper J.D. Lansbury Jr., P.T. Biochemistry. 2000; 39: 2552-2563Crossref PubMed Scopus (678) Google Scholar, 20Serpell L. Berriman J. Jakes R. Goedert M. Crowther R.A. Proc. Natl. Acad. Sci. U. S. A. 2000; 97: 4897-4902Crossref PubMed Scopus (636) Google Scholar). Post-translational modifications affect both protein structure and function and may also contribute to protein dysfunction. Tau is a phosphoprotein with up to 30 tightly regulated phosphorylation sites, and hyperphosphorylation is a common feature of paired helical filaments in Alzheimer disease (21Grundke-Iqbal I. Iqbal K. Tung Y.-C. Quinlan M. Wisniewski H.M. Binder L.I. Proc. Natl. Acad. Sci. U. S. A. 1986; 83: 4913-4917Crossref PubMed Scopus (2786) Google Scholar). Similarly, α-synuclein inclusions in the form of Lewy bodies are a pathological hallmark of Parkinson disease and other α-synucleinopathies (22Spillantini M.G. Goedert M. Ann. N. Y. Acad. Sci. 2000; 920: 16-27Crossref PubMed Scopus (374) Google Scholar). In addition to phosphorylation (23Okochi M. Walter J. Akihiko K. Nakajo S. Baba M. Iwatsubo T. Meijer L. Kahle P.J. Haass C. J. Biol. Chem. 2000; 275: 390-397Abstract Full Text Full Text PDF PubMed Scopus (414) Google Scholar), α-synuclein is also subject to nitration (24Giasson B.I. Duda J.E. Murray I.V. Chen Q. Souza J.M. Hurtig H.I. Ischiropoulos H. Trojanowski 2000; PubMed Scopus Google Scholar). proteins can also modified by the conjugation of other as has that both tau and α-synuclein are by the proteasome in a R. L. Y. Goedert M. M.G. J. 2002; 83: Scopus Google Scholar, R. M.G. FEBS Lett. 2001; PubMed Scopus Google and manner H. D. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar, L. D. K. J. H. A. M. E. J. G. J. A. R. Y. J. M. Mol. Genet. 2004; PubMed Scopus Google Scholar, T. J. PubMed Scopus Google Scholar, Y. J. Biol. Chem. 1999; 274: Full Text Full Text PDF PubMed Scopus Google Scholar). Alzheimer are for ubiquitin H. J. Y. PubMed Scopus Google Scholar, G. R. G. Proc. Natl. Acad. Sci. U. S. A. PubMed Scopus Google Scholar), and tau is also a substrate for the H. D. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar, L. D. K. J. H. A. M. E. J. G. J. A. R. Y. J. M. Mol. Genet. 2004; PubMed Scopus Google as as the ubiquitin E3 T. J. PubMed Scopus Google Scholar). of α-synuclein as as the of the modification within both the soluble and the of the protein have T. Iwatsubo T. M. Biochemistry. PubMed Scopus Google Scholar). In the examined the sumoylation of two unfolded proteins, tau and α-synuclein, and that tau undergoes SUMO modification at a consensus suggests that is a dynamic between tau sumoylation and proteasome phosphorylation and microtubule stability that free soluble tau is for covalent SUMO These findings a pathway for tau and α-synuclein regulation that may have unique consequences for the regulation of proteins and possibly their SUMO1, and were by R. T. Hay of These to the protein as M.H. E. Desterro J.M.P. Hay R.T. J. Biol. Chem. 2001; Full Text Full Text PDF PubMed Scopus Google Scholar). was used to the as SUMO were and by tau in expression was and α-synuclein was Tau α-synuclein and the were by according to the and by and were in modified with were in at according to the For were in the of of tau or α-synuclein, in the or of of isoforms as was used to the of to of was and were for an were for the final with okadaic or were and in of SUMO and were in were to and by The protein was the were with of with and for at The were by with and with SUMO were in and by were by and and were from was by Davies of was from and were used as secondary were by according to the were of which Sumoylation of Tau and and α-synuclein are two natively unfolded proteins found in inclusions that define several neurodegenerative diseases. Both proteins are regulated through various post-translational modifications as phosphorylation (21Grundke-Iqbal I. Iqbal K. Tung Y.-C. Quinlan M. Wisniewski H.M. Binder L.I. Proc. Natl. Acad. Sci. U. S. A. 1986; 83: 4913-4917Crossref PubMed Scopus (2786) Google Scholar, M. Walter J. Akihiko K. Nakajo S. Baba M. Iwatsubo T. Meijer L. Kahle P.J. Haass C. J. Biol. Chem. 2000; 275: 390-397Abstract Full Text Full Text PDF PubMed Scopus (414) Google and H. D. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar, L. D. K. J. H. A. M. E. J. G. J. A. R. Y. J. M. Mol. Genet. 2004; PubMed Scopus Google Scholar, T. J. PubMed Scopus Google Scholar, T. Iwatsubo T. M. Biochemistry. PubMed Scopus Google Scholar). Sumoylation an important in have also sumoylation in H. J. H. K. H. I. H. Biochem. Biophys. Res. Commun. 2002; PubMed Scopus Google Scholar, T. H. M. K. Yasuda H. 2002; PubMed Scopus Google Scholar, J.M. I. D. Mol. Genet. 2002; 11: PubMed Google Scholar, Y. R.J. E. 2003; PubMed Scopus Google Scholar, F. Lett. PubMed Scopus Google Scholar), and proteins in were found to SUMO targets J. Biol. Chem. Full Text Full Text PDF PubMed Scopus Google Scholar, N. J. E. N. K. T. E. 2004; PubMed Scopus Google Scholar, Y. T. T. H. K. C. C. H. PubMed Scopus Google Scholar). We the two brain proteins, tau and α-synuclein, were were with tau or α-synuclein with the SUMO were and SUMO substrates were by In the of and, to a SUMO2 and tau were tau as a at The most tau at is with the conjugation of a SUMO protein and was also This to conjugation of SUMO to tau target or the of a SUMO a lysine Sumoylation of tau was not in SUMO In of tau and the the with the of a covalent modification For α-synuclein and, in contrast to a at was it was with the SUMO α-synuclein was modified by SUMO1, and to a by SUMO2 and The were also specific to the of SUMO expression as they were from with or of α-synuclein was and were with the a specific SUMO were and C and The sumoylation by proteins was which that the were not the of in expression levels or of the SUMO proteins. This a specific conjugation to tau and cell for the revealed that it as a with the of tau and α-synuclein modification that both natively unfolded proteins tau and α-synuclein can preferentially by SUMO of Tau and majority of are by the consensus motif ΨKX(E/D), Ψ corresponds to a hydrophobic is the target lysine for covalent is acid, and the final is a or residue. Tau and α-synuclein have two SUMO consensus and was used to sumoylation at sites, and were The tau and were expressed at similar levels as the protein not The modification of tau This tau was to the as the that the consensus motif is not a target for In sumoylation of the tau was and were These findings that Lys340 of the major acceptor for both and of the SUMO modification in the of the two SUMO consensus within the C-terminal of The are as modification by of α-synuclein as compared with α-synuclein or were with and SUMO substrates were by and by sumoylation of α-synuclein was also the of a specific consensus similar of the two target lysine residues and was of the α-synuclein in a in the of sumoylation as compared with This that may of but it is to a target residue. Despite the other SUMO not to with within the by the and the the which the protein not other as the and a α-synuclein and P. E. were were not for both in the for α-synuclein not the that the α-synuclein suggests that is not a major SUMO target that by conjugation at also in and of by the as In addition to and α-synuclein contains other lysine residues that are mainly within the has also that sumoylation is not to consensus M.H. Melhuish T.A. Wotton D. Cell. 2003; 113: 127-137Abstract Full Text Full Text PDF PubMed Scopus (444) Google Scholar, M. Melchior F. J. Biol. Chem. 2003; Full Text Full Text PDF PubMed Scopus Google Scholar, W. H. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar), and modification may at or of other This is the for α-synuclein which is to lysine residues within the of the protein and not or T. Iwatsubo T. M. Biochemistry. PubMed Scopus Google Scholar). These findings that sumoylation of α-synuclein may within the protein and are to the modification findings that may sumoylation target that to between Sumoylation and residues are common targets for several post-translational including and sumoylation. it is that SUMO conjugation to a target lysine may other modifications at the site. This has for the substrates S. Cell. 2003; Full Text Full Text PDF PubMed Scopus Google Scholar), cell C. G. S. 2002; PubMed Scopus Google Scholar), M. Melchior F. J. Biol. Chem. 2003; Full Text Full Text PDF PubMed Scopus Google Scholar, C. D. R. J. Biol. Chem. 2003; Full Text Full Text PDF PubMed Scopus Google Scholar), and N. J. E. N. K. T. E. 2004; PubMed Scopus Google Scholar), which are or at the lysine in to of the most proteins is J.M.P. Rodriguez M.S. Hay R.T. Mol. Cell. Full Text Full Text PDF PubMed Scopus Google Scholar), in which conjugation of SUMO antagonizes the pathway by competing with ubiquitin for a target has that provides a to protein Tau and α-synuclein can by the proteasome through H. D. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar, L. D. K. J. H. A. M. E. J. G. J. A. R. Y. J. M. Mol. Genet. 2004; PubMed Scopus Google Scholar, T. J. PubMed Scopus Google Scholar, Y. J. Biol. Chem. 1999; 274: Full Text Full Text PDF PubMed Scopus Google as as R. L. Y. Goedert M. M.G. J. 2002; 83: Scopus Google Scholar, R. M.G. FEBS Lett. 2001; PubMed Scopus Google Scholar). the specific conjugation of to both proteins, it is that is similar between the two that by proteasome tau or α-synuclein and were with to of the levels of tau with a of the free pool of protein in which the conjugation of ubiquitin was up-regulated in to a in tau sumoylation was also α-synuclein levels SUMO modification of α-synuclein in to proteasome The function of α-synuclein is but it has that it may in the regulation of cell to proteasome and have a in cell L. C. P.J. M. K. L. P. M. J. 2002; Full Text Full Text PDF PubMed Scopus Google Scholar). In a examined the of to the proteasome inhibitor, as by cell We cell proteasome as compared with similar to that in L. C. P.J. M. K. L. P. M. J. 2002; Full Text Full Text PDF PubMed Scopus Google Scholar). cell was for α-synuclein and as compared with α-synuclein not the functional for conjugation of α-synuclein to Although tau and α-synuclein belong to the family of natively unfolded proteins and are also SUMO the of proteasome that both proteins are most regulated through distinct This is in their in of sumoylation similar by in the of Tau Sumoylation by and is to have and functional proteins. natively unfolded and proteins are regulated by post-translational modification (reviewed in Ref. Curr. Opin. Genet. Dev. Scholar). The can protein-protein and are a common pathological feature of paired helical aggregation and the conformation of phosphorylation also ability to with SUMO the between tau phosphorylation and were with tau and and with okadaic Treatment with phosphatase has to increase phosphorylation of tau at as by the T. J. PubMed Scopus Google not SUMO substrates were and tau sumoylation was by This that the conjugation of to tau was in to okadaic has that the of tau to microtubules is negatively regulated by phosphorylation G. J. Biol. Chem. Full Text PDF PubMed Google Scholar). The okadaic sumoylation of tau suggests the that soluble tau may a target for tau and were with to of As in microtubule tau sumoylation. This the that from the the soluble pool of tau is free to with SUMO and undergo covalent Tau and α-synuclein belong to a family of natively unfolded proteins that secondary structure in the of a pathological proteins can also undergo that to protein aggregation and In the of tau and α-synuclein, their pathological in the formation of inclusions and Post-translational modifications are important of protein structure and Both tau and α-synuclein are subject to modifications as and ubiquitination. Sumoylation is the covalent attachment of SUMO proteins to target through an enzymatic pathway similar but distinct from SUMO modification is as an important post-translational modification protein-protein interactions, subcellular localization, and protein Although sumoylation has as a revealed that a of proteins is for SUMO modification E.S. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar, C. D. Mol. Cell. Full Text Full Text PDF PubMed Scopus Google Scholar). In the have that the two natively unfolded proteins, tau and α-synuclein, are in Both proteins are to with little modification for the SUMO2 or SUMO3. In contrast to α-synuclein, which is the sumoylation of tau the conjugation of and SUMO analyses identified which within a SUMO consensus as a major for conjugation to The of a of target lysine is to conjugation of the ubiquitin-like at Yeh H.-L. Chen A. Li S. S.-L. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar). The the conjugation of both and SUMO Although the that an conjugation of SUMO at Lys340 is for sumoylation of other target the that the the were modified by a the conjugation of SUMO proteins to contains other in addition to SUMO1, to A the ability of to A. Gast A. Seeler J.-S. Dejean A. Melchior F. Cell. 2002; 108: 109-120Abstract Full Text Full Text PDF PubMed Scopus (631) Google the of consensus as found within SUMO2 and M.H. E. Desterro J.M.P. Hay R.T. J. Biol. Chem. 2001; Full Text Full Text PDF PubMed Scopus Google Scholar). SUMO can M.H. E. Desterro J.M.P. Hay R.T. J. Biol. Chem. 2001; Full Text Full Text PDF PubMed Scopus Google Scholar, E. Rodriguez M.S. Hay R.T. M. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar, Y. A. K. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar), and the of as a protein of has M.H. E. Desterro J.M.P. Hay R.T. J. Biol. Chem. 2001; Full Text Full Text PDF PubMed Scopus Google Scholar, Yeh H.-L. Chen A. Li S. S.-L. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar, E. Rodriguez M.S. Hay R.T. M. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google but has to proteins are substrates for ubiquitin and SUMO and in some the modification targets lysine As the between both the and the sumoylation to the for target Trends Biol. Full Text Full Text PDF PubMed Scopus Google Scholar). For with the proteasome the levels of which is accompanied by H. D. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar, L. D. K. J. H. A. M. E. J. G. J. A. R. Y. J. M. Mol. Genet. 2004; PubMed Scopus Google Scholar, T. J. PubMed Scopus Google Scholar), but sumoylation was is that is a between SUMO and ubiquitin for conjugation to the similar target that tau is also within the C-terminal which also the Lys340 sumoylation M. M. K. M. Y. Full Text PDF PubMed Scopus Google Scholar). the in conjugation the of of tau to other subcellular of tau also both H. D. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar, L. D. K. J. H. A. M. E. J. G. J. A. R. Y. J. M. Mol. Genet. 2004; PubMed Scopus Google Scholar, T. J. PubMed Scopus Google and R. L. Y. Goedert M. M.G. J. 2002; 83: Scopus Google Scholar). can that sumoylation may tau both through the of or of the proteasome sumoylation has in the of several neurodegenerative that for example, to proteasome H. J. H. K. H. I. H. Biochem. Biophys. Res. Commun. 2002; PubMed Scopus Google Scholar, T. H. M. K. Yasuda H. 2002; PubMed Scopus Google Scholar, J.M. I. D. Mol. Genet. 2002; 11: PubMed Google Scholar, Y. R.J. E. 2003; PubMed Scopus Google Scholar, F. Lett. PubMed Scopus Google Scholar). have revealed that a growing number of proteins in as J. Biol. Chem. Full Text Full Text PDF PubMed Scopus Google Scholar), N. J. E. N. K. T. E. 2004; PubMed Scopus Google Scholar), Y. T. T. H. K. C. C. H. PubMed Scopus Google Scholar), and tau and α-synuclein are which an as pathway in of their and in the disease is a common feature in J. Q. Res. 2002; PubMed Scopus Google and several neurodegenerative disorders A. P. 2003; Full Text Full Text PDF PubMed Scopus Google Scholar), and inclusions are for of tau sumoylation in to proteasome may in Alzheimer disease not with Y. R.J. E. 2003; PubMed Scopus Google Scholar). the that the to for This has for example, by the that that inclusions in α-synucleinopathies were Y. R.J. E. 2003; PubMed Scopus Google Scholar). have of α-synuclein with F. Lett. PubMed Scopus Google Scholar). of specific α-synuclein sumoylation the of SUMO in the inclusions found in Parkinson disease and F. Lett. PubMed Scopus Google Scholar). that SUMO was preferentially to a pool of free soluble Treatment with the phosphatase inhibitor, okadaic acid, tau phosphorylation and was found to tau sumoylation. A similar has for the M. A. L. L. Mol. Cell. Biol. 2003; PubMed Scopus Google Scholar). is a hallmark of in Alzheimer is to tau conformation and to tau with Similarly, microtubule tau and other associated proteins, and was found to tau sumoylation. that tau is a target for SUMO This is also with the that the major is within the This is to a structure to microtubules and for SUMO modification to (reviewed in Ref. Biochim. Biophys. Acta. PubMed Scopus Google Scholar). The of tau from the of the microtubule and to sumoylation has also for soluble tau that the are subject to with the or the C-terminal (reviewed in Ref. M. Biochim. Biophys. Acta. PubMed Scopus Google Scholar), SUMO an can or at by phosphorylation (reviewed in Ref. K. C. Chen S. E. S. Li F. A. H. I. Biochim. Biophys. Acta. PubMed Scopus Google Scholar), the okadaic increase in tau sumoylation. In the the conjugation of to two natively unfolded proteins, tau and This modification pathway was in proteasome-mediated protein as as other functional modifications as phosphorylation. that both tau and α-synuclein define a number of neurodegenerative and the of SUMO conjugation in the of sumoylation in the of and α-synucleinopathies We Hay of for the SUMO expression Davies of for tau and for

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.536

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.039
GPT teacher head0.248
Teacher spread0.209 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it