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Enregistrement W1972338617 · doi:10.1074/jbc.m402475200

Caspase-mediated Specific Cleavage of Human Histone Deacetylase 4

2004· article· en· W1972338617 sur OpenAlexaff
Fang Liu, Melissa L. Dowling, Xiang-Jiao Yang, Gary D. Kao

Notice bibliographique

RevueJournal of Biological Chemistry · 2004
Typearticle
Langueen
DomaineBiochemistry, Genetics and Molecular Biology
ThématiqueHistone Deacetylase Inhibitors Research
Établissements canadiensMcGill UniversityMcGill University Health Centre
Organismes subventionnairesNational Cancer Institute
Mots-clésCleavage (geology)Histone deacetylaseCell biologyHDAC11Histone deacetylase 5ChemistryHistone deacetylase 2HistoneBiologyBiochemistryDNA

Résumé

récupéré en direct d'OpenAlex

Histone deacetylase 4 (HDAC4) is a class II HDAC implicated in controlling gene expression important for diverse cellular functions, but little is known about how its expression and stability are regulated. We report here that this deacetylase is unusually unstable, with a half-life of less than 8 h. Consistent with the instability of HDAC4 protein, its mRNA was also highly unstable (with a half-life of less than 4 h). The degradation of HDAC4 could be accelerated by exposure of cells to ultraviolet irradiation. HDAC4 degradation was not dependent on proteasome or CRM1-mediated export activity but instead was caspase-dependent and was detectable in diverse human cancer lines. Of two potential caspase consensus motifs in HDAC4, both lying within a region containing proline-, glutamic acid-, serine-, and threonine-rich (PEST) sequences, we identified, by site-directed mutagenesis, Asp-289 as the prime cleavage site. Notably, this residue is not conserved among other class IIa members, HDAC5, -7, and -9. Finally, the induced expression of caspase-cleavable HDAC4 led to markedly increased apoptosis. These results therefore unexpectedly link the regulation of HDAC4 protein stability to caspases, enzymes that are important for controlling cell death and differentiation. Histone deacetylase 4 (HDAC4) is a class II HDAC implicated in controlling gene expression important for diverse cellular functions, but little is known about how its expression and stability are regulated. We report here that this deacetylase is unusually unstable, with a half-life of less than 8 h. Consistent with the instability of HDAC4 protein, its mRNA was also highly unstable (with a half-life of less than 4 h). The degradation of HDAC4 could be accelerated by exposure of cells to ultraviolet irradiation. HDAC4 degradation was not dependent on proteasome or CRM1-mediated export activity but instead was caspase-dependent and was detectable in diverse human cancer lines. Of two potential caspase consensus motifs in HDAC4, both lying within a region containing proline-, glutamic acid-, serine-, and threonine-rich (PEST) sequences, we identified, by site-directed mutagenesis, Asp-289 as the prime cleavage site. Notably, this residue is not conserved among other class IIa members, HDAC5, -7, and -9. Finally, the induced expression of caspase-cleavable HDAC4 led to markedly increased apoptosis. These results therefore unexpectedly link the regulation of HDAC4 protein stability to caspases, enzymes that are important for controlling cell death and differentiation. Histone deacetylases (HDACs) 1The abbreviations used are: HDAC, histone deacetylase; PEST, proline-, glutamic acid-, serine-, and threonine-rich; LMB, leptomycin B; GFP, green fluorescent protein. have been increasingly implicated in mediating diverse fundamental cellular activities. Based on sequence homology with their yeast orthologs, mammalian HDACs have been divided into three classes. Class I HDACs include HDAC1, -2, -3, -7, -8, and -11, whereas class II HDACs contain HDAC4, -5, -6, -7, -9, and -10 (for recent reviews, see Refs. 1Khochbin S. Verdel A. Lemercier C. Seigneurin-Berny D. Curr. Opin. Genet. Dev. 2001; 11: 162-166Crossref PubMed Scopus (330) Google Scholar, 2Grozinger C.M. Schreiber S.L. Chem. Biol. 2002; 9: 3-16Abstract Full Text Full Text PDF PubMed Scopus (504) Google Scholar, 3Verdin E. Dequiedt F. Kasler H.G. Trends. Genet. 2003; 19: 286-293Abstract Full Text Full Text PDF PubMed Scopus (547) Google Scholar, 4Yang X.J. Seto E. Curr. Opin. Genet. Dev. 2003; 13: 143-153Crossref PubMed Scopus (186) Google Scholar). Among class II, HDAC4, -5, -7, and -9 form a subclass known as class IIa, whereas HDAC6 and -10 constitute class IIb. A third class of mammalian HDACs includes the Sir2-like proteins Sirt1–7 (5Imai S. Johnson F.B. Marciniak R.A. McVey M. Park P.U. Guarente L. Cold Spring Harbor Symp. Quant. Biol. 2000; 65: 297-302Crossref PubMed Scopus (119) Google Scholar, 6North B.J. Verdin E. Genome Biol. 2004; 5: 224Crossref PubMed Scopus (439) Google Scholar). The most well characterized function of HDACs is the deacetylation of core histones, which in turn leads to the compaction of nucleosomes to repress gene transcription. HDACs have also been implicated in the deacetylation of nonhistone targets. For example, HDAC6 regulates the deacetylation of tubulin, which may in turn promote cell motility (7North B.J. Marshall B.L. Borra M.T. Denu J.M. Verdin E. Mol. Cell. 2003; 2: 437-444Abstract Full Text Full Text PDF Scopus (1237) Google Scholar, 8Hubbert C. Guardiola A. Shao R. Kawaguchi Y. Ito A. Nixon A. Yoshida M. Wang X.F. Yao T.P. Nature. 2002; 417: 455-458Crossref PubMed Scopus (1789) Google Scholar, 9Matsuyama A. Shimazu T. Sumida Y. Saito A. Yoshimatsu Y. Seigneurin-Berny D. Osada H. Komatsu Y. Nishino N. Khochbin S. Horinouchi S. Yoshida M. EMBO J. 2002; 21: 6820-6831Crossref PubMed Scopus (574) Google Scholar). Despite the increasing repertoire of cellular activities that have been found to involve HDACs, relatively little is known regarding mechanisms regulating their expression. For example, HDAC1 binding to the CCAAT/enhancer-binding protein α-promoter increased upon treatment of cells with a proteasome inhibitor, but the protein levels were not directly assessed (10Wiper-Bergeron N. Wu D. Pope L. Schild-Poulter C. Hache R.J. EMBO J. 2003; 22: 2135-2145Crossref PubMed Scopus (119) Google Scholar). HDAC5 and HDAC6 are ubiquitinated, but it is unclear how their stability is regulated (11Hook S.S. Orian A. Cowley S.M. Eisenman R.N. Proc. Natl. Acad. Sci. U. S. A. 2002; 99: 13425-13430Crossref PubMed Scopus (171) Google Scholar). Interestingly, HDAC1 and HDAC4 undergo sumoylation, a post-translational modification that is reminiscent of ubiquitination but does not appear to regulate protein degradation (12Colombo R. Boggio R. Seiser C. Draetta G.F. Chiocca S. EMBO Rep. 2002; 11: 1062-1068Crossref Scopus (79) Google Scholar, 13Kirsh O. Seeler J.S. Pichler A. Gast A. Muller S. Miska E. Mathieu M. Harel-Bellan A. Kouzarides T. Melchior F. Dejean A. EMBO J. 2002; 21: 2682-2691Crossref PubMed Scopus (265) Google Scholar). To assess how the levels of HDAC4 and other HDACs might be controlled, we measured their protein stability following the inhibition of de novo synthesis. HDAC4 was found to be exceptionally unstable, with a half-life of less than 8 h, far less stable than HDAC1, -2, -3, and -6. Analysis of truncation mutants of HDAC4 revealed that the instability was mediated by a proline-, glutamic acid-, serine-, and threonine-rich (PEST)-containing region that also contains two potential caspase cleavage sites. Surprisingly, the degradation of HDAC4 was neither proteasome-dependent nor inhibited by blocking active nuclear export but was blocked by the inhibition of caspase activity. Ultraviolet irradiation greatly accelerated the caspase-dependent degradation of HDAC4 protein. In addition, Asp-289 appeared to be essential for caspase cleavage and is not conserved among HDAC5, -7, and -9. The induced expression of caspase-cleavable HDAC4 led to increased apoptosis of HeLa cells when compared with induced expression of HDAC4 mutated at the caspase cleavage site. Together, these novel findings link the differential regulation of class IIa HDAC proteins to components of the intracellular apoptotic machinery. Cell Culture, Reagents, and Treatments—All cell lines were obtained from the American Type Culture Collection (ATCC) (Manassas, VA), and grown in Dulbecco's modified Eagle's medium (Invitrogen) supplemented with 15% fetal bovine serum at 37 °C in 5% CO2. Actinomycin, cycloheximide, lactacystin, ALLN, and MG-132 were from Sigma, leptomycin-B was from Bio-Source, and the cell-permeable caspase inhibitors DEVD-CHO (inhibitor of caspase-3) and YVAD-CHO (inhibitor of caspase-1) were from either Calbiochem or Bio-Source (Camarillo, CA), and both were used at 20 μm final concentration. All inhibitors were prepared as concentrated stock solutions in Me2SO. Caffeine, hydroxyurea, okadaic acid, and aphidicolin were all obtained from Sigma and used at the following final concentrations: caffeine, 2 mm; hydroxyurea, 2 mm; okadaic acid, 100 μm; and aphidicolin, 2 μg/ml. UV was performed with a GS UV Linker (Bio-Rad), whereas γ irradiation (ionizing irradiation) was delivered using a high dose rate cesium irradiator (12.84 grays/min). Mock-treated control cells were handled in similar manners except that no drugs were used. Analytic Methods—Cell lysates were prepared via scraping on ice and pelleting at 4 °C followed by resuspension in Laemmli buffer and sonication. For immunoblotting, samples (10 μg/lane) were boiled for 5 min and separated via SDS-PAGE and then transferred to nitrocellulose membranes. After transfer, the membranes were blocked with 5% nonfat milk in phosphate-buffered saline and then probed with the indicated primary antibodies followed by the appropriate secondary antibodies conjugated with horseradish peroxidase. Anti-HDAC4 polyclonal antibodies were purified as described previously (14Kao G.D. McKenna W.G. Guenther M.G. Muschel R.J. Lazar M.A. Yen T.J. J. Cell Biol. 2003; 160: 1017-1027Crossref PubMed Scopus (160) Google Scholar). Specifically, these antibodies were generated against either the SalI-HindIII fragment of HDAC4 (when translated, encompasses 601 amino acids in the N-terminal portion of the protein) or the larger SalI-XhoI fragment of HDAC4 (when translated, spans 784 amino acids starting from the N-terminal portion of the protein). Anti-HDAC2 antibodies were from Biomol, anti-HDAC1 was from Santa Cruz Biotechnology, and anti-HDAC3 and anti-HDAC6 were from Cell Signaling. Washes were performed with phosphate-buffered saline with 0.1% Tween. Finally, after probing with primary and secondary antibodies, the membranes were exposed to film after enhanced chemiluminescence (ECL) (Amersham Biosciences). Densitometry of immunoblots was performed on images obtained under nonsaturated conditions and quantitated with NIH Image 1.54 software. For pulse labeling experiments, 10 μCi/ml [35S]methionine (Amersham Biosciences cell labeling grade) was added to the cellular medium for 0.5–4 h. Cells were lysed as above, and cytoplasmic extracts were run by SDS-PAGE. For autoradiography, gels were then dried and exposed to x-ray film. Cell viability and death were assessed by direct visualization of cell morphology, trypan blue exclusion, Hoescht 33342 vital staining, and flow-assisted cytometric analysis of cells with sub-G1 DNA content. These methods showed good general agreement. Viable cells were defined as those excluding trypan blue, with uncondensed chromatin or mitotic chromosomes as visualized by vital staining and with G1 or greater DNA content. Reverse-transcriptase (RT)-PCR—Endogenous mRNA was isolated using TRIzol reagent (Invitrogen) as per the manufacturer's instructions, and assessed via RT-PCR. The Titan One Tube RT-PCR system was used with the following HDAC4, for all were performed under similar with results under a of and regarding the used are upon HDAC4 mutated in potential caspase cleavage were from that have been described previously Muschel R.J. McKenna W.G. J. Biol. PubMed Scopus Google Scholar, S. T. M. M. H. Y. Nature. PubMed Scopus Google Scholar). The were generated with the site-directed For the HDAC4 the used was and For the HDAC4 the used was and DNA was performed to the described green fluorescent protein were from Cells were with proteins using reagent of HDAC4 amino acids of human HDAC4 or mutated at Asp-289 was into the mammalian expression to HDAC4 or HDAC4 of the were by DNA Cells with these were in Dulbecco's modified Eagle's medium supplemented with fetal bovine serum and in the of 100 and and then induced with as described by the of HDAC4 found previously that HDAC4 protein levels could be by (14Kao G.D. McKenna W.G. Guenther M.G. Muschel R.J. Lazar M.A. Yen T.J. J. Cell Biol. 2003; 160: 1017-1027Crossref PubMed Scopus (160) Google Scholar). In we that HDAC4 mRNA was Cells with to de novo were at and assessed for HDAC4, or mRNA A and HDAC4 mRNA levels was within and was by 8 h. HDAC4 mRNA therefore appeared to have a half-life of 4 or In under the mRNA levels were at but detectable at h, whereas mRNA was the of HDAC4 instability of HDAC4 mRNA that HDAC4 protein might be also be To assess protein cells with to de novo protein were at following treatment and assessed for protein In with the half-life of the HDAC4 protein levels were within and were by after the of A and levels of HDAC1, -2, -3, and To the that the instability of HDAC4 was to HeLa we to assess its levels in cancer and cancer cells after or HDAC4 protein levels in these cell lines treatment and but after exposure to in all and 5 with and These results that are cell in HDAC4 expression levels and its rate of instability is a general of this protein. HDAC4 or but on the instability of HDAC4 were with both antibodies not as well as polyclonal antibodies that we generated against the N-terminal We that the antibodies when compared with the antibodies against a larger portion of the protein, of to To the of antibodies, we generated a of antibodies against the N-terminal and which for when we used these antibodies to immunoblots from we in to the HDAC4 protein, a of Interestingly, as HDAC4 degradation in the of cycloheximide, the of the that this a these antibodies, we probed cells that were with or with lactacystin, a cell-permeable and of The cells were at for The degradation of HDAC4 not in the or of the proteasome with the MG-132 known as known as I or and all no on the degradation not We HDAC4 degradation might be by CRM1-mediated We cells with cycloheximide, either or with leptomycin a of CRM1-mediated nuclear In cell lysates that were after we found that HDAC4 degradation not appear to be in the or of and HDAC4 degradation by after treatment and was by both in the and in the of In to the of on HDAC4 the degradation of the of the mutated in the of LMB, was detectable after the of and Ultraviolet HDAC4 The degradation of HDAC4 after exposure to that cells might contain active mechanisms that are when de novo is a that might be induced by or as ultraviolet irradiation. We cells with ultraviolet irradiation or and cells at both led to the degradation of HDAC4, the rate of degradation was after UV irradiation. The degradation of HDAC4 was by 4 after whereas at this after cycloheximide, of HDAC4 HDAC4 accelerated degradation after UV in a as of UV led to levels of HDAC4 degradation A was at the dose but at a Interestingly, this showed that with the of the of HDAC4 as that this may degradation that after high UV We to conditions to these led to HDAC4 is to and DNA In HeLa irradiation does not by Muschel R.J. McKenna W.G. J. Biol. PubMed Scopus Google Scholar). and aphidicolin, the inhibition of in of intracellular and DNA both DNA and under to the death of cells S. T. M. M. H. Y. Nature. PubMed Scopus Google Scholar, Google Scholar). is a and and apoptosis in a of cell to caspase J. D. 2002; PubMed Scopus Google Scholar, H. Wang J. U. C. Cell 2001; PubMed Scopus Google Scholar). We found that under these treatment both UV and okadaic to the degradation of HDAC4, whereas the no To HDAC4 degradation might be we cells with UV or in the or of with cell-permeable inhibitors of caspase or caspase After either or UV the inhibition of caspase the degradation of HDAC4, whereas the inhibition of caspase was under with inhibitors of proteasome or not HDAC4 with the results in Finally, to that the in HDAC4 was not to a of protein to the of UV we cells with [35S]methionine after UV irradiation. After a the cells were and was performed on the cell of UV irradiation to in the degradation of HDAC4, little in could be of in the of HDAC4 found that HDAC4 stability not appear to be by proteasome inhibitors or inhibitors of we the stability of of the HDAC4 might We therefore assessed the of of HDAC4 to to from protein Wu J. M. X.J. Mol. Cell. Biol. 2000; PubMed Scopus Google Scholar). We the HDAC4, but the nuclear export to the of nuclear export These were in and protein levels were assessed after the of We in protein stability of The N-terminal amino acids was stable the as was a fragment containing a portion of the deacetylase acids In the after cycloheximide, that include amino acids and or acids to these unstable and not in the stable therefore from to The stability of a of proteins that undergo high been found to be mediated by proline-, glutamic acid-, serine-, and threonine-rich within the protein S. R. M. PubMed Scopus Google Scholar). These the increased degradation of the protein as not characterized mechanisms that not appear to proteasome activity M. S. J. Biol. Chem. Full Text Full Text PDF PubMed Scopus (171) Google Scholar). We for the of within HDAC4 by a by with which we two potential and Interestingly, the region that to HDAC4 instability encompasses both of these in HDAC4 To to assess caspase inhibition HDAC4 the protein as a caspase than of mediated other we the sequence of HDAC4 for potential caspase cleavage sites. We two potential and To assess these cleavage we mutated the at either to glutamic and the mutants in HeLa to the HDAC4, and with the results in the protein degradation in the of cycloheximide, as the protein mutated at In the degradation of the protein mutated at was A and of Asp-289 of a potential caspase cleavage HeLa cells which the nuclear export or HDAC4 mutants with either of the potential caspase cleavage or were with and at the indicated after cell lysates were separated by SDS-PAGE and with and levels of the HDAC4 proteins in A were via and as of does not HDAC4 HDAC4 the HDAC4 with three binding mutated X.J. Mol. Cell. Biol. 2001; 21: PubMed Scopus Google and the HDAC4 in the caspase cleavage of the were as proteins in HeLa These cells were with cycloheximide, at the indicated and for with and the is to degradation induced by and were as protein in HeLa These cells were then with UV at the indicated and 10 after the cell lysates were separated by SDS-PAGE and for of HDAC4 and Image of HDAC4 by the of proteins been found to its cytoplasmic C.M. Schreiber S.L. Proc. Natl. Acad. Sci. U. S. A. 2000; PubMed Scopus Google Scholar, D. B.L. Cell. Full Text PDF PubMed Scopus Google Scholar, X.J. Mol. Cell. Biol. 2001; 21: PubMed Scopus Google Scholar, Ito A. S.M. Yao T.P. J. Biol. Chem. 2001; Full Text Full Text PDF PubMed Scopus Google Scholar). Consistent with this HDAC4 mutated at the three binding is no in the but both the protein as well as the protein mutated at consensus similar degradation after cycloheximide, in to the stable These results therefore that binding to is not a of HDAC4 both HDAC4 and HDAC4 the nuclear export sequence degradation in the of Finally, we assessed the stability after UV of the and the in cells Of the was stable after Together, these results that HDAC4 caspase cleavage at after exposure to or UV irradiation and does not with the of of HDAC4 to important is HDAC4 is active or of cellular After treatment with and HDAC4 was and the of the protein in cell and cell death were 4 and the of HDAC4 degradation that HDAC4 cleavage is that of cell To this we HeLa cells with either or HDAC4 protein under the control of a of HDAC4 in a greater of cell death than either the form or control cells that when the cleavage of HDAC4 may to the of Interestingly, cleavage of HDAC4 at Asp-289 results in N-terminal fragment that contains both the nuclear and the region X.J. Mol. Cell. Biol. 2001; 21: PubMed Scopus Google that of in the might be a and to cell We have that among the deacetylases HDAC4 is unusually The instability is by de novo protein that are mechanisms that HDAC4 in The degradation of HDAC4 could be accelerated by ultraviolet irradiation and appeared to be mediated at in by the caspase expression of HDAC4 in turn led to increased cell These results therefore link the regulation of the expression of HDAC4, and other class IIa HDACs, to the apoptotic machinery. is HDAC4 HDAC4 been to the its on the of S. S. F. R. S. J. Cell Sci. 2001; PubMed Google Scholar, L. X.J. Wu J. Biol. Chem. 2003; Full Text Full Text PDF PubMed Scopus Google Scholar, J. Proc. Natl. Acad. Sci. U. S. A. 2000; PubMed Scopus Google Scholar, E. D. C. J. Kouzarides T. 2001; PubMed Scopus Google Scholar). HDAC4 directly to and been as a of Dequiedt F. Guenther M.G. Lazar M.A. Verdin E. Mol. Cell. 2002; 9: Full Text Full Text PDF PubMed Scopus Google Scholar, J. Miska Guenther M.G. Kouzarides T. Lazar M.A. Dev. 2000; Google Scholar, C. F. O. Khochbin S. J. Biol. Chem. 2002; Full Text Full Text PDF PubMed Scopus Google Scholar, A. M.G. Seto E. Proc. Natl. Acad. Sci. U. S. A. 2000; PubMed Scopus Google Scholar). the instability of HDAC4 may cells to gene expression or as in to or to as ultraviolet irradiation. The instability of HDAC4 mRNA may that HDAC4 expression is inhibited under diverse intracellular a of the of protein degradation does not appear to be a We are of other protein, which been to undergo degradation J.S. 2001; Google to apoptosis. Interestingly, in to HDAC4, degradation after whereas the inhibition of caspase activity no on its The degradation of and HDAC4 after UV is therefore to be mediated by but may to DNA and not may to cell The of as the in the degradation of HDAC4 is as this caspase been implicated in the degradation of M. Wang T. J. 2001; 21: PubMed Google Scholar, S. C. E. J. E. Proc. Natl. Acad. Sci. U. S. A. 2002; 99: PubMed Scopus (119) Google Scholar). The cleavage from cleavage of HDAC4 at Asp-289 the binding as well as nuclear in the N-terminal portion of and might or the to repress J. Nature. 2000; PubMed Scopus Google Scholar, Proc. Natl. Acad. Sci. U. S. A. 2001; 13: Scopus Google Scholar). the by which the degradation of or apoptosis to be S.S. 2003; PubMed Scopus Google Scholar, L. Wang Y. H. Proc. Natl. Acad. Sci. U. S. A. 2003; PubMed Scopus Google Scholar, A. F. M. PubMed Scopus Google cleavage of HDAC4 and by caspase may that are regulated by a or to or cell In in which been with of apoptosis L. R. PubMed Scopus Google the activity of caspase and cleavage of HDAC4 be of Finally, we that cleavage of proteins to cleavage that to cell death been previously described in a of other S. C. J. Biol. Chem. 2003; Full Text Full Text PDF PubMed Scopus Google Scholar, Mol. Cell. Biol. 2000; PubMed Scopus (79) Google Scholar). In to cell important in regulating cell differentiation. For example, of the caspase gene and expression of proteins Proc. Natl. Acad. Sci. U. S. A. 2002; Scopus Google Scholar). is also with the potential regulation of HDAC4 and function by that is that caspase is to be to the T. M. Cell 2001; PubMed Scopus Google Scholar, L. F. E. T. R. J. F. J. 2000; PubMed Scopus Google of the binding that cytoplasmic does not the degradation of HDAC4 or the degradation of of the protein that the cytoplasmic and that are to the may be that of caspase to HDAC4 degradation into the after UV the degradation of HDAC4 might be when nuclear and cytoplasmic of the cell The homology the N-terminal of HDAC4 and that of HDAC5, -7, or -9 the of the activities of these other class IIa HDACs may be by HDAC4 also mechanisms are in regulating other class IIa Asp-289 is not conserved in HDAC5, -7, and -9, a potential caspase be in differential of this was under M. C. C. C. Mol. Biol. Cell. 2004; PubMed Scopus Google similar results about the caspase-dependent of In these results have a novel for These enzymes are for of for human this novel is not for how HDACs are regulated in but is also the of We J. Yen for and and for with the [35S]methionine and and for with

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,000
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Expérimental (laboratoire) · Signal consensuel: Expérimental (laboratoire)
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,005
Score d'incertitude au seuil0,673

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0000,000
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,000
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0000,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,028
Tête enseignante GPT0,306
Écart entre enseignants0,279 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeExpérimental (laboratoire)
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

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Citations82
Publié2004
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Résumé présentoui

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