Cited by 975Alzheimer's disease research and treatmentsMitochondrial Function and PathologyDementia and Cognitive Impairment Research

Amyloid beta, mitochondrial dysfunction and synaptic damage: Implications for cognitive decline in aging and Alzheimer’s disease

Open access
Reddy, P. Hemachandra, Beal, M. Flint·2008·Trends in Molecular Medicine

Abstract

Recent studies of postmortem brains from Alzheimer's disease (AD) patients and transgenic mouse models of AD suggest that oxidative damage, induced by amyloid beta (Abeta), is associated with mitochondria early in AD progression. Abeta and amyloid-precursor protein are known to localize to mitochondrial membranes, block the transport of nuclear-encoded mitochondrial proteins to mitochondria, interact with mitochondrial proteins, disrupt the electron-transport chain, increase reactive oxygen species production, cause mitochondrial damage and prevent neurons from functioning normally. Furthermore, accumulation of Abeta at synaptic terminals might contribute to synaptic damage and cognitive decline in patients with AD. Here, we describe recent studies regarding the roles of Abeta and mitochondrial function in AD progression and particularly in synaptic damage and cognitive decline.

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.molmed.2007.12.002

Cites

24 of 24 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?

  • Mitochondrial ROS can trigger production of amyloid β, which can in turn further damage mitochondria.

    “There is also evidence that mitochondrial ROS can trigger the production of amyloid β, which can in turn further damage mitochondria [66,67], providing an additional layer to positive feedback models.”

    From Rlip76: An Unexplored Player in Neurodegeneration and Alzheimer’s Disease? (2022) · cites this paper as [67]

    The Introduction’s “Aβ and mitochondrial dysfunction” section reports that amyloid β can cause mitochondrial dysfunction and increase ROS production. Its “Biochemical changes” section says mitochondrial oxidative stress occurs before Aβ pathology, but does not say that mitochondrial ROS triggers Aβ production. The proposed feedback loop is therefore only partly supported. Page numbers are unavailable in our copy. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

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: 70

  1. [1]Manczak M, et al. Mitochondria are a direct site of Abeta accumulation in Alzheimer's disease neurons: implications for free radical generation and oxidative damage in disease progression. Hum Mol Genet. 2006;15:1437–1449. doi: 10.1093/hmg/ddl066. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  2. [4]Nunomura A, et al. Oxidative damage is the earliest event in Alzheimer disease. J Neuropathol Exp Neurol. 2001;60:759–767. doi: 10.1093/jnen/60.8.759. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  3. [5]Selkoe DJ. Alzheimer's disease is a synaptic failure. Science. 2002;298:789–791. doi: 10.1126/science.1074069. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  4. [6]DeKosky ST, et al. Structural correlates of cognition in dementia: quantification and assessment of synapse change. Neurodegeneration. 1996;5:417–421. doi: 10.1006/neur.1996.0056. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  5. [7]Selkoe DJ. Alzheimer's disease: genes, proteins, and therapy. Physiol Rev. 2001;81:741–766. doi: 10.1152/physrev.2001.81.2.741. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  6. [8]Reddy PH, Beal MF. Are mitochondria critical in the pathogenesis of Alzheimer's disease? Brain Res Brain Res Rev. 2005;49:618–632. doi: 10.1016/j.brainresrev.2005.03.004. [DOI] [PubMed] [Google Scholar] · DOI
  7. [9]Reddy PH, McWeeney S. Mapping cellular transcriptosomes in autopsied Alzheimer's disease subjects and relevant animal models. Neurobiol Aging. 2006;27:1060–1077. doi: 10.1016/j.neurobiolaging.2005.04.014. [DOI] [PubMed] [Google Scholar] · DOI
  8. [10]Nunomura A, et al. Involvement of Oxidative Stress in Alzheimer Disease. J Neuropathol Exp Neurol. 2006;65:631–641. doi: 10.1097/01.jnen.0000228136.58062.bf. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  9. [12]Parihar MS, Brewer GJ. Mitoenegrtic failure in Alzheimer’s disease. Am J Physiol Cell Physiol. 2007;292:C8–23. doi: 10.1152/ajpcell.00232.2006. [DOI] [PubMed] [Google Scholar] · DOI
  10. [14]Vina J, et al. Effect of Gender on Mitochondrial Toxicity of Alzheimer's Abeta Peptide. Antioxid Redox Signal. 2007;9:1677–1690. doi: 10.1089/ars.2007.1773. [DOI] [PubMed] [Google Scholar] · DOI
  11. [15]Reddy PH, et al. Differential loss of synaptic proteins in Alzheimer's disease: implications for synaptic dysfunction. J Alzheimers Dis. 2005;7:103–117. doi: 10.3233/jad-2005-7203. [DOI] [PubMed] [Google Scholar] · DOI
  12. [16]Reddy PH, et al. Gene expression profiles of transcripts in amyloid precursor protein transgenic mice: up-regulation of mitochondrial metabolism and apoptotic genes is an early cellular change in Alzheimer's disease. Hum Mol Genet. 2004;13:1225–1240. doi: 10.1093/hmg/ddh140. [DOI] [PubMed] [Google Scholar] · DOI
  13. [17]Saunders AM, et al. Association of apolipoprotein E allele epsilon 4 with late-onset familial and sporadic Alzheimer’s disease. Neurology. 1993;43:1467–1472. doi: 10.1212/wnl.43.8.1467. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  14. [18]Rogaeva E, et al. The neuronal sortilin-related receptor SORL1 is genetically associated with Alzheimer disease. Nat Genet. 2007;39:168–177. doi: 10.1038/ng1943. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  15. [19]Glenner GG, Wong CW. Alzheimer’s disease: initial report of the purification and characterization of a novel cerebrovascular amyloid protein. Biochem Biophys Res Commun. 1984;120:885–890. doi: 10.1016/s0006-291x(84)80190-4. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  16. [20]Mattson MP. Pathways towards and away from Alzheimer's disease. Nature. 2004;430:631–639. doi: 10.1038/nature02621. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  17. [21]Reddy PH. Amyloid precursor protein-mediated free radicals and oxidative damage: implications for the development and progression of Alzheimer's disease. J Neurochem. 2006;96:1–13. doi: 10.1111/j.1471-4159.2005.03530.x. [DOI] [PubMed] [Google Scholar] · DOI
  18. [24]Murphy MP, et al. Abeta solubility and deposition during AD progression and in APPxPS-1 knock-in mice. Neurobiol Dis. 2007;27:301–311. doi: 10.1016/j.nbd.2007.06.002. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  19. [26]Kuo YM, et al. The evolution of A beta peptide burden in the APP23 transgenic mice: implications for A beta deposition in Alzheimer disease. Mol Med. 2001:609–618. [PMC free article] [PubMed] [Google Scholar]
  20. [29]Rubin EH, et al. A prospective study of cognitive function and onset of dementia in cognitively healthy elders. Arch Neurol. 1998;55:395–401. doi: 10.1001/archneur.55.3.395. [DOI] [PubMed] [Google Scholar] · DOI
  21. [30]Kaye J, Quinn J. Clinical changes associated with normal aging. In: Ckark Christopher M, Trojanowski John Q., editors. Neurodegenerative dementias. McGraw-Hill publications; 2000. pp. 1–13. [Google Scholar]
  22. [31]Bertoni-Freddari C, et al. Synaptic structural dynamics and aging. Gerontology. 1996;1996:170–180. doi: 10.1159/000213789. [DOI] [PubMed] [Google Scholar] · DOI
  23. [32]Scheff SW, et al. Strain comparison of synaptic density in hippocampal CA1 of aged rats. Neurobiol Aging. 1985;6:29–34. doi: 10.1016/0197-4580(85)90068-5. [DOI] [PubMed] [Google Scholar] · DOI
  24. [33]Scheff SW, et al. Quantitation of synaptic density in the septal nuclei of young and aged Fischer 344 rats. Neurobiol Aging. 1991;12:3–12. doi: 10.1016/0197-4580(91)90032-f. [DOI] [PubMed] [Google Scholar] · DOI
  25. [34]Bertoni-Freddari C, et al. Morphological adaptive response of the synaptic junctional zones in the human dentate gyrus during aging and Alzheimer's disease. Brain Res. 1990;517:69–75. doi: 10.1016/0006-8993(90)91009-6. [DOI] [PubMed] [Google Scholar] · DOI
  26. [35]Terry RD, et al. Physical basis of cognitive alterations in Alzheimer's disease: synapse loss is the major correlate of cognitive impairment. Ann Neurol. 1991;30:572–580. doi: 10.1002/ana.410300410. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  27. [36]Gylys KH, et al. Synaptic changes in Alzheimer's disease: increased amyloid-beta and gliosis in surviving terminals is accompanied by decreased PSD-95 fluorescence. Am J Pathol. 2004;165:1809–1817. doi: 10.1016/s0002-9440(10)63436-0. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  28. [38]Cleary JP, et al. Natural oligomers of the amyloid-beta protein specifically disrupt cognitive function. Nat Neurosci. 2005;8:79–84. doi: 10.1038/nn1372. [DOI] [PubMed] [Google Scholar] · DOI
  29. [40]Townsend M, et al. Effects of secreted oligomers of amyloid beta-protein on hippocampal synaptic plasticity: a potent role for trimers. J Physiol. 2006;572(Pt 2):477–492. doi: 10.1113/jphysiol.2005.103754. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  30. [41]Kujoth GC, et al. Mitochondrial DNA mutations and apoptosis in mammalian aging. Cancer Res. 2006;66:7386–7389. doi: 10.1158/0008-5472.CAN-05-4670. [DOI] [PubMed] [Google Scholar] · DOI
  31. [42]Kujoth GC, et al. Mitochondrial DNA mutations, oxidative stress, and apoptosis in mammalian aging. Science. 2005;309:481–484. doi: 10.1126/science.1112125. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  32. [47]Manczak M, et al. Differential expression of oxidative phosphorylation genes in patients with Alzheimer's disease: implications for early mitochondrial dysfunction and oxidative damage. Neuromol Med. 2004;5:147–162. doi: 10.1385/NMM:5:2:147. [DOI] [PubMed] [Google Scholar] · DOI
  33. [48]Beal MF. Mitochondria take center stage in aging and neurodegeneration. Ann Neurol. 2005;58:495–505. doi: 10.1002/ana.20624. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  34. [49]Reddy PH. Mitochondrial Dysfunction in Aging and Alzheimer’s Disease: Strategies to Protect Neurons. Antioxidants & Redox Signaling. 2007;9:1647–1658. doi: 10.1089/ars.2007.1754. [DOI] [PubMed] [Google Scholar] · DOI
  35. [52]Maurer I, et al. A selective defect of cytochrome c oxidase is present in brain of Alzheimer disease patients. Neurobiol Aging. 2000;21:455–462. doi: 10.1016/s0197-4580(00)00112-3. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  36. [53]Smith MA, et al. Oxidative damage in Alzheimer's. Nature. 1996;382:120–121. doi: 10.1038/382120b0. [DOI] [PubMed] [Google Scholar] · DOI
  37. [54]Hirai K, et al. Mitochondrial abnormalities in Alzheimer's disease. J Neurosci. 2001;21:3017–3023. doi: 10.1523/JNEUROSCI.21-09-03017.2001. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  38. [57]Li F, Gouras GK, et al. Increased plaque burden in brains of APP mutant MnSOD heterozygous knockout mice. J Neurochem. 2004;89:1308–1312. doi: 10.1111/j.1471-4159.2004.02455.x. [DOI] [PubMed] [Google Scholar] · DOI
  39. [58]Smith MA, et al. Amyloid-beta deposition in Alzheimer transgenic mice is associated with oxidative stress. J Neurochem. 1998;70:2212–2215. doi: 10.1046/j.1471-4159.1998.70052212.x. [DOI] [PubMed] [Google Scholar] · DOI
  40. [59]Abramov AY, et al. Beta-amyloid peptides induce mitochondrial dysfunction and oxidative stress in astrocytes and death of neurons through activation of NADPH oxidase. J Neurosci. 2004;24:565–575. doi: 10.1523/JNEUROSCI.4042-03.2004. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  41. [60]Wong-Riley MT. Cytochrome oxidase: an endogenous metabolic marker for neuronal activity. Trends Neurosci. 1989;12:94–101. doi: 10.1016/0166-2236(89)90165-3. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  42. [61]Miller RJ. Neuronal Ca2+: getting it up and keeping it up. Trends Neurosci. 1992;15:317–319. doi: 10.1016/0166-2236(92)90045-a. [DOI] [PubMed] [Google Scholar] · DOI
  43. [62]Reynolds IJ, et al. Mitochondrial trafficking in neurons: a key variable in neurodegeneration? J Bioenerg Biomembr. 2004;36:283–286. doi: 10.1023/B:JOBB.0000041754.78313.c2. [DOI] [PubMed] [Google Scholar] · DOI
  44. [63]Mungarro-Menchaca, et al. beta-Amyloid peptide induces ultrastructural changes in synaptosomes and potentiates mitochondrial dysfunction in the presence of ryanodine. J Neurosci Res. 2002;68:89–96. doi: 10.1002/jnr.10193. [DOI] [PubMed] [Google Scholar] · DOI
  45. [64]Gillardon F, et al. Proteomic and functional alterations in brain mitochondria from Tg2576 mice occur before amyloid plaque deposition. Proteomics. 2007;7:605–616. doi: 10.1002/pmic.200600728. [DOI] [PubMed] [Google Scholar] · DOI
  46. [65]Tang Y, Zucker RS. Mitochondrial involvement in post-tetanic potentiation of synaptic transmission. Neuron. 1997;18:483–491. doi: 10.1016/s0896-6273(00)81248-9. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  47. [66]Menzies RA, Gold PH. The turnover of mitochondria in a variety of tissues of young adult and aged rats. J Biol Chem. 1971;246:2425–2429. [PubMed] [Google Scholar]
  48. [67]Hagen TM, et al. Mitochondrial decay in hepatocytes from old rats: membrane potential declines, heterogeneity and oxidants increase. Proc Natl Acad Sci U S A. 1997;94:3064–3069. doi: 10.1073/pnas.94.7.3064. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  49. [68]Moreira PI, et al. Alzheimer's Disease: A Lesson from Mitochondrial Dysfunction. Antioxid Redox Signal. 2007;9:1621–1630. doi: 10.1089/ars.2007.1703. [DOI] [PubMed] [Google Scholar] · DOI
  50. [69]Sirk D, et al. Chronic exposure to sub-lethal beta-amyloid inhibits the import of nuclear encoded proteins to mitochondria in differentiated PC12 cells. J Neurochem. 2007 doi: 10.1111/j.1471-4159.2007.04907.x. (in press) [DOI] [PubMed] [Google Scholar] · DOI
  51. [70]Barsoum MJ, et al. Nitric oxide-induced mitochondrial fission is regulated by dynamin-related GTPases in neurons. EMBO J. 2006;25:3900–3911. doi: 10.1038/sj.emboj.7601253. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  52. [71]Casley CS, et al. Beta-amyloid inhibits integrated mitochondrial respiration and key enzyme activities. J Neurochem. 2002;80:91–100. doi: 10.1046/j.0022-3042.2001.00681.x. [DOI] [PubMed] [Google Scholar] · DOI
  53. [72]Moreira PI, et al. Amyloid beta-peptide promotes permeability transition pore in brain mitochondria. Biosci Rep. 2001;21:789–800. doi: 10.1023/a:1015536808304. [DOI] [PubMed] [Google Scholar] · DOI
  54. [73]Moreira PI, et al. Effect of amyloid beta-peptide on permeability transition pore: a comparative study. J Neurosci Res. 2002;69:257–267. doi: 10.1002/jnr.10282. [DOI] [PubMed] [Google Scholar] · DOI
  55. [74]Koo EH, et al. Precursor of amyloid protein in Alzheimer disease undergoes fast anterograde axonal transport. Proc Natl Acad Sci U S A. 1990;87:1561–1565. doi: 10.1073/pnas.87.4.1561. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  56. [75]Buxbaum JD, et al. Alzheimer amyloid protein precursor in the rat hippocampus: transport and processing through the perforant path. J Neurosci. 1998;18:9629–9637. doi: 10.1523/JNEUROSCI.18-23-09629.1998. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  57. [76]Lazarov O, et al. Evidence that synaptically released beta-amyloid accumulates as extracellular deposits in the hippocampus of transgenic mice. J Neurosci. 2002;22:9785–9793. doi: 10.1523/JNEUROSCI.22-22-09785.2002. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  58. [77]Schroeder BE, Koo EH. To think or not to think: synaptic activity and Abeta release. Neuron. 2005;48:873–875. doi: 10.1016/j.neuron.2005.12.005. [DOI] [PubMed] [Google Scholar] · DOI
  59. [78]Glabe CG, Kayed R. Common structure and toxic function of amyloid oligomers implies a common mechanism of pathogenesis. Neurology. 2006;66:S74–78. doi: 10.1212/01.wnl.0000192103.24796.42. [DOI] [PubMed] [Google Scholar] · DOI
  60. [79]Yamaguchi H, et al. Ultrastructural localization of Alzheimer amyloid beta/A4 protein precursor in the cytoplasm of neurons and senile plaque-associated astrocytes. Acta Neuropathol (Berl) 1992;85:15–22. doi: 10.1007/BF00304629. [DOI] [PubMed] [Google Scholar] · DOI
  61. [80]Takuma K, et al. ABAD enhances Abeta-induced cell stress via mitochondrial dysfunction. FASEB J. 2005;19(6):597–8. doi: 10.1096/fj.04-2582fje. [DOI] [PubMed] [Google Scholar] · DOI
  62. [83]Schmidt C. Amyloid precursor protein and amyloid beta-peptide bind to ATP synthase and regulate its activity at the surface of neural cells. Mol Psychiatry. 2007 doi: 10.1038/sj.mp.4002077. (in press) [DOI] [PubMed] [Google Scholar] · DOI
  63. [84]Anekonda TS, Reddy PH. Neuronal protection by sirtuins in Alzheimer's disease. J Neurochem. 2006;96:305–313. doi: 10.1111/j.1471-4159.2005.03492.x. [DOI] [PubMed] [Google Scholar] · DOI
  64. [85]Pasinetti GM, et al. Caloric intake and Alzheimer's disease. Experimental approaches and therapeutic implications. Interdiscip Top Gerontol. 2007;35:159–175. doi: 10.1159/000096561. [DOI] [PubMed] [Google Scholar] · DOI
  65. [87]Morris MC, et al. Vitamin E and vitamin C supplement use and risk of incident Alzheimer disease. Alzheimer Dis Assoc Disord. 1998;12:121–126. doi: 10.1097/00002093-199809000-00001. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  66. [88]Morris MC, et al. Dietary intake of antioxidant nutrients and the risk of incident Alzheimer disease in a biracial community study. JAMA. 2002;287:3230–3237. doi: 10.1001/jama.287.24.3230. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  67. [89]Morris MC, et al. Relation of the tocopherol forms to incident Alzheimer disease and to cognitive change. Am J Clin Nutr. 2005;81:508–514. doi: 10.1093/ajcn.81.2.508. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  68. [91]Reddy PH. Mitochondrial oxidative damage in aging and Alzheimer's disease: implications for mitochondrially targeted antioxidant therapeutics. J Biomed Biotechnol. 2006:31372. doi: 10.1155/JBB/2006/31372. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  69. [92]Sheu SS, et al. Targeting antioxidants to mitochondria: a new therapeutic direction. Biochim Biophys Acta. 2006;1762:256–265. doi: 10.1016/j.bbadis.2005.10.007. [DOI] [PubMed] [Google Scholar] · DOI
  70. [93]Szeto HH. Mitochondria-targeted peptide antioxidants: novel neuroprotective agents. AAPS J. 2006;8:E521–31. doi: 10.1208/aapsj080362. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page

Cited by

Sorted by citations

Authors
Reddy, P. H., & Beal, M. F.
Affiliations
  • Oregon Health & Science University (US)
  • Cornell University (US)
Corresponding author
Reddy, P. Hemachandra
Venue
Trends in Molecular Medicine
Publisher
Elsevier BV
Published
2008-02
Volume
14
Issue
2
Pages
45-53
ISSN
1471-4914 (ISSN-L)
OpenAlex
W2007047564
Cited by
975
References
24
Citations by year
2026: 46 · 2025: 60 · 2024: 63 · 2023: 61 · 2022: 65 · 2021: 66 · 2020: 69 · 2019: 63 · 2018: 74 · 2017: 43 · 2016: 42 · 2015: 30 · 2014: 47 · 2013: 45 · 2012: 51
FWCI
5.49
Type
journal article
Language
en
Open access
Locations
  • Trends in Molecular Medicine (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Institutes of Health
  • National Institute on Aging (AG026051, R03AG026051, R01AG028072, AG028072)
Topics
  • Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Mitochondrial Function and Pathology
  • Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
Keywords
amyloid-beta, mitochondrial dysfunction, synaptic damage, Alzheimer's disease, cognitive decline, aging, oxidative stress, reactive oxygen species, electron transport chain, mitochondrial membrane, amyloid precursor protein, mitochondrial protein transport, synaptic terminals
MeSH terms
Aging, Alzheimer Disease, Animals, Cognition Disorders, Humans, Mitochondria, Models, Biological, Amyloid beta-Peptides, Presynaptic Terminals, Oxidative Stress, Disease Progression, Mice

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