Cited by 128Virus-based gene therapy researchRetinal Development and DisordersRNA Interference and Gene Delivery

Triple Vectors Expand AAV Transfer Capacity in the Retina

Open access
Maddalena, Andrea, Tornabene, Patrizia, Tiberi, Paola, Minopoli, Renato, Manfredi, Anna, Mutarelli, Margherita, Rossi, Settimio, Simonelli, Francesca +3 more·2018·Molecular Therapy

Abstract

Retinal gene transfer with adeno-associated viral (AAV) vectors holds great promise for the treatment of inherited retinal degenerations (IRDs). One limit of AAV is its transfer capacity of about 5 kb, which can be expanded to about 9 kb, using dual AAV vectors. This strategy would still not suffice for treatment of IRDs such as Usher syndrome type 1D or Alström syndrome type I (ALMS) due to mutations in CDH23 or ALMS1, respectively. To overcome this limitation, we generated triple AAV vectors, with a maximal transfer capacity of about 14 kb. Transcriptomic analysis following triple AAV transduction showed the expected full-length products along a number of aberrant transcripts. However, only the full-length transcripts are efficiently translated in vivo. We additionally showed that approximately 4% of mouse photoreceptors are transduced by triple AAV vectors and showed correct localization of recombinant ALMS1. The low-photoreceptor transduction levels might justify the modest and transient improvement we observe in the retina of a mouse model of ALMS. However, the levels of transduction mediated by triple AAV vectors in pig retina reached 40% of those observed with single vectors, and this bodes well for further improving the efficiency of triple AAV vectors in the retina.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.ymthe.2017.11.019

Cites

15 of 15 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 71

  1. [1]Sohocki M.M. Daiger S.P. Bowne S.J. Rodriquez J.A. Northrup H. Heckenlively J.R. Birch D.G. Mintz-Hittner H. Ruiz R.S. Lewis R.A. Prevalence of mutations causing retinitis pigmentosa and other inherited retinopathies Hum. Mutat. 17 2001 42 51 11139241 PMC2585107
  2. [2]Berger W. Kloeckener-Gruissem B. Neidhardt J. The molecular basis of human retinal and vitreoretinal diseases Prog. Retin. Eye Res. 29 2010 335 375 20362068
  3. [4]Cideciyan A.V. Hauswirth W.W. Aleman T.S. Kaushal S. Schwartz S.B. Boye S.L. Windsor E.A. Conlon T.J. Sumaroka A. Roman A.J. Vision 1 year after gene therapy for Leber’s congenital amaurosis N. Engl. J. Med. 361 2009 725 727 PMC2847775 19675341
  4. [6]Maguire A.M. High K.A. Auricchio A. Wright J.F. Pierce E.A. Testa F. Mingozzi F. Bennicelli J.L. Ying G.S. Rossi S. Age-dependent effects of RPE65 gene therapy for Leber’s congenital amaurosis: a phase 1 dose-escalation trial Lancet 374 2009 1597 1605 19854499 PMC4492302
  5. [7]Simonelli F. Maguire A.M. Testa F. Pierce E.A. Mingozzi F. Bennicelli J.L. Rossi S. Marshall K. Banfi S. Surace E.M. Gene therapy for Leber’s congenital amaurosis is safe and effective through 1.5 years after vector administration Mol. Ther 18 2010 643 650 19953081 PMC2839440
  6. [8]Testa F. Maguire A.M. Rossi S. Pierce E.A. Melillo P. Marshall K. Banfi S. Surace E.M. Sun J. Acerra C. Three-year follow-up after unilateral subretinal delivery of adeno-associated virus in patients with Leber congenital Amaurosis type 2 Ophthalmology 120 2013 1283 1291 23474247 PMC3674112
  7. [10]Mussolino C. della Corte M. Rossi S. Viola F. Di Vicino U. Marrocco E. Neglia S. Doria M. Testa F. Giovannoni R. AAV-mediated photoreceptor transduction of the pig cone-enriched retina Gene Ther. 18 2011 637 645 21412286 PMC3131697
  8. [11]Vandenberghe L.H. Bell P. Maguire A.M. Cearley C.N. Xiao R. Calcedo R. Wang L. Castle M.J. Maguire A.C. Grant R. Dosage thresholds for AAV2 and AAV8 photoreceptor gene therapy in monkey Sci. Transl. Med. 3 2011 88ra54 PMC5027886 21697530
  9. [12]Auricchio A. Fighting blindness with adeno-associated virus serotype 8 Hum. Gene Ther. 22 2011 1169 1170 22044092
  10. [14]Boye S.E. Alexander J.J. Boye S.L. Witherspoon C.D. Sandefer K.J. Conlon T.J. Erger K. Sun J. Ryals R. Chiodo V.A. The human rhodopsin kinase promoter in an AAV5 vector confers rod- and cone-specific expression in the primate retina Hum. Gene Ther. 23 2012 1101 1115 22845794 PMC3472519
  11. [16]Lai Y. Yue Y. Duan D. Evidence for the failure of adeno-associated virus serotype 5 to package a viral genome ≥8.2 kb Mol. Ther 18 2010 75 79 19904238 PMC2839223
  12. [17]Hermonat P.L. Quirk J.G. Bishop B.M. Han L. The packaging capacity of adeno-associated virus (AAV) and the potential for wild-type-plus AAV gene therapy vectors FEBS Lett. 407 1997 78 84 9141485
  13. [21]Duan D. Yue Y. Engelhardt J.F. Expanding AAV packaging capacity with trans-splicing or overlapping vectors: a quantitative comparison Mol. Ther 4 2001 383 391 11592843
  14. [22]Ghosh A. Duan D. Expanding adeno-associated viral vector capacity: a tale of two vectors Biotechnol. Genet. Eng. Rev. 24 2007 165 177 18059632
  15. [23]Ghosh A. Yue Y. Lai Y. Duan D. A hybrid vector system expands adeno-associated viral vector packaging capacity in a transgene-independent manner Mol. Ther 16 2008 124 130 17984978
  16. [24]Reich S.J. Auricchio A. Hildinger M. Glover E. Maguire A.M. Wilson J.M. Bennett J. Efficient trans-splicing in the retina expands the utility of adeno-associated virus as a vector for gene therapy Hum. Gene Ther. 14 2003 37 44 12573057
  17. [25]Duan D. Sharma P. Yang J. Yue Y. Dudus L. Zhang Y. Fisher K.J. Engelhardt J.F. Circular intermediates of recombinant adeno-associated virus have defined structural characteristics responsible for long-term episomal persistence in muscle tissue J. Virol. 72 1998 8568 8577 9765395 PMC110267
  18. [26]Trapani I. Colella P. Sommella A. Iodice C. Cesi G. de Simone S. Marrocco E. Rossi S. Giunti M. Palfi A. Effective delivery of large genes to the retina by dual AAV vectors EMBO Mol. Med. 6 2014 194 211 24150896 PMC3927955
  19. [27]Dyka F.M. Boye S.L. Chiodo V.A. Hauswirth W.W. Boye S.E. Dual adeno-associated virus vectors result in efficient in vitro and in vivo expression of an oversized gene, MYO7A Hum. Gene Ther. Methods 25 2014 166 177 24568220 PMC3991978
  20. [28]Pryadkina M. Lostal W. Bourg N. Charton K. Roudaut C. Hirsch M.L. Richard I. A comparison of AAV strategies distinguishes overlapping vectors for efficient systemic delivery of the 6.2 kb Dysferlin coding sequence Mol. Ther. Methods Clin. Dev. 2 2015 15009 26029720 PMC4445010
  21. [29]Ouyang X.M. Yan D. Du L.L. Hejtmancik J.F. Jacobson S.G. Nance W.E. Li A.R. Angeli S. Kaiser M. Newton V. Characterization of Usher syndrome type I gene mutations in an Usher syndrome patient population Hum. Genet. 116 2005 292 299 15660226
  22. [30]Roux A.F. Faugère V. Le Guédard S. Pallares-Ruiz N. Vielle A. Chambert S. Marlin S. Hamel C. Gilbert B. Malcolm S. Claustres M. French Usher Syndrome Collaboration Survey of the frequency of USH1 gene mutations in a cohort of Usher patients shows the importance of cadherin 23 and protocadherin 15 genes and establishes a detection rate of above 90% J. Med. Genet. 43 2006 763 768 16679490 PMC2564578
  23. [31]Oshima A. Jaijo T. Aller E. Millan J.M. Carney C. Usami S. Moller C. Kimberling W.J. Mutation profile of the CDH23 gene in 56 probands with Usher syndrome type I Hum. Mutat. 29 2008 E37 E46 18429043 PMC2399895
  24. [32]Bolz H. von Brederlow B. Ramírez A. Bryda E.C. Kutsche K. Nothwang H.G. Seeliger M. del C-Salcedó Cabrera M. Vila M.C. Molina O.P. Mutation of CDH23, encoding a new member of the cadherin gene family, causes Usher syndrome type 1D Nat. Genet. 27 2001 108 112 11138009
  25. [33]Bork J.M. Peters L.M. Riazuddin S. Bernstein S.L. Ahmed Z.M. Ness S.L. Polomeno R. Ramesh A. Schloss M. Srisailpathy C.R. Usher syndrome 1D and nonsyndromic autosomal recessive deafness DFNB12 are caused by allelic mutations of the novel cadherin-like gene CDH23 Am. J. Hum. Genet. 68 2001 26 37 11090341 PMC1234923
  26. [34]Marshall J.D. Maffei P. Collin G.B. Naggert J.K. Alström syndrome: genetics and clinical overview Curr. Genomics 12 2011 225 235 22043170 PMC3137007
  27. [35]Collin G.B. Marshall J.D. Ikeda A. So W.V. Russell-Eggitt I. Maffei P. Beck S. Boerkoel C.F. Sicolo N. Martin M. Mutations in ALMS1 cause obesity, type 2 diabetes and neurosensory degeneration in Alström syndrome Nat. Genet. 31 2002 74 78 11941369
  28. [36]Alstrom C.H. Hallgren B. Nilsson L.B. Asander H. Retinal degeneration combined with obesity, diabetes mellitus and neurogenous deafness: a specific syndrome (not hitherto described) distinct from the Laurence-Moon-Bardet-Biedl syndrome: a clinical, endocrinological and genetic examination based on a large pedigree Acta Psychiatr. Neurol. Scand., Suppl. 129 1959 1 35 13649370
  29. [37]Marshall J.D. Beck S. Maffei P. Naggert J.K. Alström syndrome Eur. J. Hum. Genet. 15 2007 1193 1202 17940554
  30. [38]Wheway G. Parry D.A. Johnson C.A. The role of primary cilia in the development and disease of the retina Organogenesis 10 2014 69 85 24162842 PMC4049897
  31. [39]Lostal W. Kodippili K. Yue Y. Duan D. Full-length dystrophin reconstitution with adeno-associated viral vectors Hum. Gene Ther. 25 2014 552 562 24580018 PMC4064726
  32. [40]Koo T. Popplewell L. Athanasopoulos T. Dickson G. Triple trans-splicing adeno-associated virus vectors capable of transferring the coding sequence for full-length dystrophin protein into dystrophic mice Hum. Gene Ther. 25 2014 98 108 24191945
  33. [41]Yokoyama T. Liou G.I. Caldwell R.B. Overbeek P.A. Photoreceptor-specific activity of the human interphotoreceptor retinoid-binding protein (IRBP) promoter in transgenic mice Exp. Eye Res. 55 1992 225 233 1426058
  34. [42]Liou G.I. Matragoon S. Yang J. Geng L. Overbeek P.A. Ma D.P. Retina-specific expression from the IRBP promoter in transgenic mice is conferred by 212 bp of the 5′-flanking region Biochem. Biophys. Res. Commun. 181 1991 159 165 1958183
  35. [43]Esumi N. Oshima Y. Li Y. Campochiaro P.A. Zack D.J. Analysis of the VMD2 promoter and implication of E-box binding factors in its regulation J. Biol. Chem. 279 2004 19064 19073 14982938
  36. [44]Dong X. Tian W. Wang G. Dong Z. Shen W. Zheng G. Wu X. Xue J. Wang Y. Chen J. Establishment of an AAV reverse infection-based array PLoS ONE 5 2010 e13479 20976058 PMC2957432
  37. [45]Fishel M.L. Vasko M.R. Kelley M.R. DNA repair in neurons: so if they don’t divide what’s to repair? Mutat. Res. 614 2007 24 36 16879837
  38. [46]Norris D.P. Grimes D.T. Mouse models of ciliopathies: the state of the art Dis. Model. Mech. 5 2012 299 312 22566558 PMC3339824
  39. [47]Collin G.B. Cyr E. Bronson R. Marshall J.D. Gifford E.J. Hicks W. Murray S.A. Zheng Q.Y. Smith R.S. Nishina P.M. Naggert J.K. Alms1-disrupted mice recapitulate human Alström syndrome Hum. Mol. Genet. 14 2005 2323 2333 16000322 PMC2862911
  40. [48]Bisgrove B.W. Yost H.J. The roles of cilia in developmental disorders and disease Development 133 2006 4131 4143 17021045
  41. [49]Li G. Vega R. Nelms K. Gekakis N. Goodnow C. McNamara P. Wu H. Hong N.A. Glynne R. A role for Alström syndrome protein, alms1, in kidney ciliogenesis and cellular quiescence PLoS Genet. 3 2007 e8 17206865 PMC1761047
  42. [50]Hearn T. Renforth G.L. Spalluto C. Hanley N.A. Piper K. Brickwood S. White C. Connolly V. Taylor J.F. Russell-Eggitt I. Mutation of ALMS1, a large gene with a tandem repeat encoding 47 amino acids, causes Alström syndrome Nat. Genet. 31 2002 79 83 11941370
  43. [51]Krebs M.P. Collin G.B. Hicks W.L. Yu M. Charette J.R. Shi L.Y. Wang J. Naggert J.K. Peachey N.S. Nishina P.M. Mouse models of human ocular disease for translational research PLoS ONE 12 2017 e0183837 28859131 PMC5578669
  44. [54]Straus S.E. Sebring E.D. Rose J.A. Concatemers of alternating plus and minus strands are intermediates in adenovirus-associated virus DNA synthesis Proc. Natl. Acad. Sci. USA 73 1976 742 746 1062784 PMC335994
  45. [55]Ortín-Martínez A. Nadal-Nicolás F.M. Jiménez-López M. Alburquerque-Béjar J.J. Nieto-López L. García-Ayuso D. Villegas-Pérez M.P. Vidal-Sanz M. Agudo-Barriuso M. Number and distribution of mouse retinal cone photoreceptors: differences between an albino (Swiss) and a pigmented (C57/BL6) strain PLoS ONE 9 2014 e102392 25029531 PMC4100816
  46. [56]Colella P. Sommella A. Marrocco E. Di Vicino U. Polishchuk E. Garcia Garrido M. Seeliger M.W. Polishchuk R. Auricchio A. Myosin7a deficiency results in reduced retinal activity which is improved by gene therapy PLoS ONE 8 2013 e72027 23991031 PMC3753344
  47. [57]Hendrickson A. Hicks D. Distribution and density of medium- and short-wavelength selective cones in the domestic pig retina Exp. Eye Res. 74 2002 435 444 12076087
  48. [59]Manfredi A. Marrocco E. Puppo A. Cesi G. Sommella A. Della Corte M. Rossi S. Giunti M. Craft C.M. Bacci M.L. Combined rod and cone transduction by adeno-associated virus 2/8 Hum. Gene Ther. 24 2013 982 992 24067103 PMC3868409
  49. [60]Puppo A. Bello A. Manfredi A. Cesi G. Marrocco E. Della Corte M. Rossi S. Giunti M. Bacci M.L. Simonelli F. Recombinant vectors based on porcine adeno-associated viral serotypes transduce the murine and pig retina PLoS ONE 8 2013 e59025 23520549 PMC3592811
  50. [61]Testa F. Surace E.M. Rossi S. Marrocco E. Gargiulo A. Di Iorio V. Ziviello C. Nesti A. Fecarotta S. Bacci M.L. Evaluation of Italian patients with leber congenital amaurosis due to AIPL1 mutations highlights the potential applicability of gene therapy Invest. Ophthalmol. Vis. Sci. 52 2011 5618 5624 21474771
  51. [62]Flotte T.R. Afione S.A. Solow R. Drumm M.L. Markakis D. Guggino W.B. Zeitlin P.L. Carter B.J. Expression of the cystic fibrosis transmembrane conductance regulator from a novel adeno-associated virus promoter J. Biol. Chem. 268 1993 3781 3790 7679117
  52. [63]Trapani I. Toriello E. de Simone S. Colella P. Iodice C. Polishchuk E.V. Sommella A. Colecchi L. Rossi S. Simonelli F. Improved dual AAV vectors with reduced expression of truncated proteins are safe and effective in the retina of a mouse model of Stargardt disease Hum. Mol. Genet. 24 2015 6811 6825 26420842 PMC4634381
  53. [64]Lagziel A. Overlack N. Bernstein S.L. Morell R.J. Wolfrum U. Friedman T.B. Expression of cadherin 23 isoforms is not conserved: implications for a mouse model of Usher syndrome type 1D Mol. Vis. 15 2009 1843 1857 19756182 PMC2743805
  54. [65]Libby R.T. Kitamoto J. Holme R.H. Williams D.S. Steel K.P. Cdh23 mutations in the mouse are associated with retinal dysfunction but not retinal degeneration Exp. Eye Res. 77 2003 731 739 14609561
  55. [66]Bovolenta P. Cisneros E. Retinitis pigmentosa: cone photoreceptors starving to death Nat. Neurosci. 12 2009 5 6 19107141
  56. [70]Duan D. Yue Y. Yan Z. Yang J. Engelhardt J.F. Endosomal processing limits gene transfer to polarized airway epithelia by adeno-associated virus J. Clin. Invest. 105 2000 1573 1587 10841516 PMC300848
  57. [71]Jennings K. Miyamae T. Traister R. Marinov A. Katakura S. Sowders D. Trapnell B. Wilson J.M. Gao G. Hirsch R. Proteasome inhibition enhances AAV-mediated transgene expression in human synoviocytes in vitro and in vivo Mol. Ther 11 2005 600 607 15771962
  58. [72]Lopes V.S. Boye S.E. Louie C.M. Boye S. Dyka F. Chiodo V. Fofo H. Hauswirth W.W. Williams D.S. Retinal gene therapy with a large MYO7A cDNA using adeno-associated virus Gene Ther. 20 2013 824 833 23344065 PMC3640772
  59. [73]Auricchio A. Hildinger M. O’Connor E. Gao G.P. Wilson J.M. Isolation of highly infectious and pure adeno-associated virus type 2 vectors with a single-step gravity-flow column Hum. Gene Ther. 12 2001 71 76 11177544
  60. [74]Tsien R.Y. The green fluorescent protein Annu. Rev. Biochem. 67 1998 509 544 9759496
  61. [75]Ghosh A. Yue Y. Duan D. Efficient transgene reconstitution with hybrid dual AAV vectors carrying the minimized bridging sequences Hum. Gene Ther. 22 2011 77 83 20662564 PMC3025179
  62. [76]Pellissier L.P. Hoek R.M. Vos R.M. Aartsen W.M. Klimczak R.R. Hoyng S.A. Flannery J.G. Wijnholds J. Specific tools for targeting and expression in Müller glial cells Mol. Ther. Methods Clin. Dev. 1 2014 14009 26015954 PMC4362388
  63. [77]Doria M. Ferrara A. Auricchio A. AAV2/8 vectors purified from culture medium with a simple and rapid protocol transduce murine liver, muscle, and retina efficiently Hum. Gene Ther. Methods 24 2013 392 398 24116943 PMC3869536
  64. [78]Drittanti L. Rivet C. Manceau P. Danos O. Vega M. High throughput production, screening and analysis of adeno-associated viral vectors Gene Ther. 7 2000 924 929 10849551
  65. [79]Xiao X. Samulski R.J. Production of High-Titer Recombinant Adeno-Associated Virus Vectors in the Absence of Helper Adenovirus J. Virol. 72 1998 2224 2232 9499080 PMC109519
  66. [81]Liang F.Q. Anand V. Maguire A.M. Bennett J. Intraocular delivery of recombinant virus Methods Mol. Med. 47 2001 125 139 21394582
  67. [82]Pertea M. Kim D. Pertea G.M. Leek J.T. Salzberg S.L. Transcript-level expression analysis of RNA-seq experiments with HISAT, StringTie and Ballgown Nat. Protoc. 11 2016 1650 1667 27560171 PMC5032908
  68. [83]Kim D. Langmead B. Salzberg S.L. HISAT: a fast spliced aligner with low memory requirements Nat. Methods 12 2015 357 360 25751142 PMC4655817
  69. [84]Pertea M. Pertea G.M. Antonescu C.M. Chang T.C. Mendell J.T. Salzberg S.L. StringTie enables improved reconstruction of a transcriptome from RNA-seq reads Nat. Biotechnol. 33 2015 290 295 25690850 PMC4643835
  70. [85]Frazee A.C. Pertea G. Jaffe A.E. Langmead B. Salzberg S.L. Leek J.T. Ballgown bridges the gap between transcriptome assembly and expression analysis Nat. Biotechnol. 33 2015 243 246 25748911 PMC4792117
  71. [86]Anders S. Huber W. Differential expression analysis for sequence count data Genome Biol. 11 2010 R106 20979621 PMC3218662

Cited by

Sorted by citations

Authors
Maddalena, A., Tornabene, P., Tiberi, P., Minopoli, R., Manfredi, A., Mutarelli, M., Rossi, S., Simonelli, F., Naggert, J. K., Cacchiarelli, D., & Auricchio, A.
Affiliations
  • Telethon Institute Of Genetics And Medicine (IT)
  • University of Campania "Luigi Vanvitelli" (IT)
Corresponding author
Auricchio, Alberto
Venue
Molecular Therapy
Publisher
Elsevier BV
Published
2018-02
Volume
26
Issue
2
Pages
524-541
ISSN
1525-0016 (ISSN-L)
OpenAlex
W2771095058
Cited by
128
References
15
Citations by year
2026: 8 · 2025: 16 · 2024: 12 · 2023: 13 · 2022: 13 · 2021: 15 · 2020: 22 · 2019: 20 · 2018: 9
FWCI
9.26
Type
journal article
Language
en
Open access
Locations
  • Molecular Therapy (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Zenodo (CERN European Organization for Nuclear Research) (submittedVersion, cc-by)
  • Archivio Istituzionale della Ricerca - Università degli Studi della Campania "Luigi Vanvitelli" (submittedVersion)
  • The Mouseion at the JAXlibrary (Jackson Laboratory) (submittedVersion, cc-by)
Funders
  • European Research Council (282085, 694323)
  • European Union (FP7 291778 "DTI-IMPORT")
  • Italian Telethon Foundation (TGM16MT1)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Virus-based gene therapy research
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Retinal Development and Disorders
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA Interference and Gene Delivery
Keywords
adeno-associated virus vectors, transfer capacity, retinal gene transfer, inherited retinal degeneration, ALMS1, CDH23, photoreceptors, aberrant transcripts, pig retina
MeSH terms
Dependovirus, Animals, Genetic Vectors, Humans, Recombination, Genetic, Retina, Swine, Transcription, Genetic, Transduction, Genetic, Genetic Therapy, Cadherins, Gene Expression, Gene Expression Regulation, Viral, Genes, Reporter, Gene Transfer Techniques, Mice, Knockout, Transgenes, Mice, HEK293 Cells

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review