Histone modifications around individual BDNF gene promoters in prefrontal cortex are associated with extinction of conditioned fear
Open accessAbstract
Extinction of conditioned fear is an important model both of inhibitory learning and of behavior therapy for human anxiety disorders. Like other forms of learning, extinction learning is long-lasting and depends on regulated gene expression. Epigenetic mechanisms make an important contribution to persistent changes in gene expression; therefore, in these studies, we have investigated whether epigenetic regulation of gene expression contributes to fear extinction. Since brain-derived neurotrophic factor (BDNF) is crucial for synaptic plasticity and for the maintenance of long-term memory, we examined histone modifications around two BDNF gene promoters after extinction of cued fear, as potential targets of learning-induced epigenetic regulation of gene expression. Valproic acid (VPA), used for some time as an anticonvulsant and a mood stabilizer, modulates the expression of BDNF, and is a histone deacetylase (HDAC) inhibitor. Here, we report that extinction of conditioned fear is accompanied by a significant increase in histone H4 acetylation around the BDNF P4 gene promoter and increases in BDNF exon I and IV mRNA expression in prefrontal cortex, that VPA enhances long-term memory for extinction because of its HDAC inhibitor effects, and that VPA potentiates the effect of weak extinction training on histone H4 acetylation around both the BDNF P1 and P4 gene promoters and on BDNF exon IV mRNA expression. These results suggest a relationship between histone H4 modification, epigenetic regulation of BDNF gene expression, and long-term memory for extinction of conditioned fear. In addition, they suggest that HDAC inhibitors may become a useful pharmacological adjunct to psychotherapy for human anxiety disorders.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Threat extinction is associated with acetylation of histones near the Bdnf locus, changes to the p300/CBP complex (PCAF), and deposition of DNA-modification marks such as 5-hydroxymethylcytosine and N6-methyl-2'deoxyadenosine (m6dA) near loci of activity-dependent genes such as Bdnf.
“In the IL, threat extinction is associated with acetylation of histones near the Bdnf locus [61], changes to the p300/CBP complex (PCAF) [62], as well as deposition of DNA-modification marks such as 5-hydroxymethylcytosine and N6-methyl-2’deoxyadenosine (m6dA) near loci of activity-dependent genes such as Bdnf.”
From Prefrontal cortex, amygdala, and threat processing: implications for PTSD (2022) · cites this paper as [61]
This hyperacetylation was concomitant with an increase in BDNF exon IV mRNA in the PFC of mice that achieved fear extinction.
“This hyperacetylation was concomitant with an increase in BDNF exon IV mRNA in the PFC of mice that achieved fear extinction (Bredy et al., 2007).”
From The Epigenetics of Anxiety Pathophysiology: A DNA Methylation and Histone Modification Focused Review (2023) · cites this paper as Bredy et al., 2007
In C57BL/6 mice with footshock paired with white noise, animals that displayed fear extinction had increased levels of histone H4 acetylation around the promoter of Bdnf exon IV compared with both naive and fear-conditioned animals without extinction controls.
“In a study using footshock paired with white noise in C57BL/6 mice (a model for PTSD and anxiety), animals that displayed fear extinction where the induced fear behavior such as freezing is lost by extinction training had increased levels of histone H4 acetylation around the promoter of Bdnf exon IV, compared with both naive and fear-conditioned animals without extinction controls.”
From The Epigenetics of Anxiety Pathophysiology: A DNA Methylation and Histone Modification Focused Review (2023) · cites this paper as Bredy et al., 2007
HDACs may perpetuate repressed Bdnf expression in anxiety models.
“Valproic acid (VPA), an HDAC inhibitor and mood stabilizer, was shown to potentiate long-term memory for fear extinction, suggesting that HDACs may perpetuate repressed Bdnf expression in anxiety models (Bredy et al., 2007).”
From The Epigenetics of Anxiety Pathophysiology: A DNA Methylation and Histone Modification Focused Review (2023) · cites this paper as Bredy et al., 2007
An increase in BDNF expression facilitated by H4 hyperacetylation likely underscores improved learning and subsequent extinction of fear-conditioned behaviors.
“It is likely that an increase in BDNF expression facilitated by H4 hyperacetylation underscores improved learning and subsequent extinction of fear-conditioned behaviors.”
From The Epigenetics of Anxiety Pathophysiology: A DNA Methylation and Histone Modification Focused Review (2023) · cites this paper as Bredy et al., 2007
Valproic acid (VPA) was shown to potentiate long-term memory for fear extinction.
“Valproic acid (VPA), an HDAC inhibitor and mood stabilizer, was shown to potentiate long-term memory for fear extinction, suggesting that HDACs may perpetuate repressed Bdnf expression in anxiety models (Bredy et al., 2007).”
From The Epigenetics of Anxiety Pathophysiology: A DNA Methylation and Histone Modification Focused Review (2023) · cites this paper as Bredy et al., 2007
An acute dose of butyrate enhances (re-)learning and memory, decreases depressive-like and perseverative behavior, and increases sociability in a mouse model of ASD.
“such an acute dose of butyrate enhances (re-)learning and memory, decreases depressive-like and perseverative behavior, and increases sociability in a mouse model of ASD”
From The Microbiota-Gut-Brain Axis (2019) · cites this paper as Bredy et al., 2007
Cites
Neurons in medial prefrontal cortex signal memory for fear extinction
Milad, M. R., & Quirk, G. J. (2002) · Nature · doi:10.1038/nature01138 · Cited by 1,836 · see citing works
Sustained hippocampal chromatin regulation in a mouse model of depression and antidepressant action
Tsankova, N. M., Berton, O., Renthal, W., Kumar, A., Neve, R. L., & Nestler, E. J. (2006) · Nature Neuroscience · doi:10.1038/nn1659 · Cited by 1,780 · see citing works
DNA Methylation-Related Chromatin Remodeling in Activity-Dependent <i>Bdnf</i> Gene Regulation
Martinowich, K., Hattori, D., Wu, H., Fouse, S., He, F., Hu, Y., Fan, G., & Sun, Y. E. (2003) · Science · doi:10.1126/science.1090842 · Cited by 1,405 · see citing works
Self-citationMolecular taxonomy of major neuronal classes in the adult mouse forebrain
Sugino, K., Hempel, C. M., Miller, M. N., Hattox, A. M., Shapiro, P., Wu, C., Huang, Z. J., & Nelson, S. B. (2006) · Nature Neuroscience · doi:10.1038/nn1618 · Cited by 521 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Cryan, J. F., O'Riordan, K. J., Cowan, C. S. M., Sandhu, K. V., Bastiaanssen, T. F. S., Boehme, M., Codagnone, M. G., Cussotto, S., Fulling, C., Golubeva, A. V., et al. (2019) · Physiological Reviews · doi:10.1152/physrev.00018.2018 · Cited by 5,286 · see citing works
Neural Mechanisms of Extinction Learning and Retrieval
Quirk, G. J., & Mueller, D. (2008) · Neuropsychopharmacology · doi:10.1038/sj.npp.1301555 · Cited by 1,645 · see citing works
Lasting epigenetic influence of early-life adversity on the BDNF gene
Roth, T. L., Lubin, F. D., Funk, A. J., & Sweatt, J. D. (2009) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.11.028 · Cited by 1,273 · see citing works
Epigenetics and the biological definition of gene×environment interactions
Meaney, M. J. (2010) · Child Development · doi:10.1111/j.1467-8624.2009.01381.x · Cited by 1,239 · see citing works
BDNF and synaptic plasticity, cognitive function, and dysfunction
Lu, B., Nagappan, G., & Lu, Y. (2014) · Handbook of Experimental Pharmacology · doi:10.1007/978-3-642-45106-5_9 · Cited by 1,043 · see citing works
Epigenetic Regulation of <i>bdnf</i> Gene Transcription in the Consolidation of Fear Memory
Lubin, F. D., Roth, T. L., & Sweatt, J. D. (2008) · The Journal of Neuroscience · doi:10.1523/jneurosci.1786-08.2008 · Cited by 793 · see citing works
Histone acetylation: molecular mnemonics on the chromatin
Gräff, J., & Tsai, L.-H. (2013) · Nature Reviews Neuroscience · doi:10.1038/nrn3427 · Cited by 680 · see citing works
Prefrontal control of fear: more than just extinction
Sotres-Bayon, F., & Quirk, G. J. (2010) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2010.02.005 · Cited by 625 · see citing works
“Accordingly, histone acetylation of the BDNF gene promoter in IL was found to be correlated with extinction [18], and mice exhibiting a deficient BDNF gene showed impaired extinction and reduced IL volume [19,20].”
BackgroundEpigenetics and the environmental regulation of the genome and its function
Zhang, T.-Y., & Meaney, M. J. (2010) · Annual Review of Psychology · doi:10.1146/annurev.psych.60.110707.163625 · Cited by 565 · see citing works
Epigenetic mechanisms in cognition
Day, J. J., & Sweatt, J. D. (2011) · Neuron · doi:10.1016/j.neuron.2011.05.019 · Cited by 510 · see citing works
Neural and cellular mechanisms of fear and extinction memory formation
Orsini, C. A., & Maren, S. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2011.12.014 · Cited by 429 · see citing works
Singewald, N., Schmuckermair, C., Whittle, N., Holmes, A., & Ressler, K. J. (2015) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2014.12.004 · Cited by 390 · see citing works
“10: Epigenetics), increases BDNF mRNA in the mPFC (Bredy et al., 2007).”
BackgroundInfluentialEpigenetic regulation of gene expression in physiological and pathological brain processes
Gräff, J., Kim, D., Dobbin, M. M., & Tsai, L.-H. (2011) · Physiological Reviews · doi:10.1152/physrev.00012.2010 · Cited by 373 · see citing works
Epigenetic Priming of Memory Updating during Reconsolidation to Attenuate Remote Fear Memories
Gräff, J., Joseph, N. F., Horn, M. E., Samiei, A., Meng, J., Seo, J., Rei, D., Bero, A. W., Phan, T. X., Wagner, F., et al. (2014) · Cell · doi:10.1016/j.cell.2013.12.020 · Cited by 357 · see citing works
Prefrontal cortex, amygdala, and threat processing: implications for PTSD
Alexandra Kredlow, M., Fenster, R. J., Laurent, E. S., Ressler, K. J., & Phelps, E. A. (2022) · Neuropsychopharmacology · doi:10.1038/s41386-021-01155-7 · Cited by 346 · see citing works
“In the IL, threat extinction is associated with acetylation of histones near the Bdnf locus [61], changes to the p300/ CBP complex (PCAF) [62], as well as deposition of DNA-modification marks such as 5-hydroxymethylcytosine and N6-methyl-2’deoxyadenosine (m6dA) near loci of activity-dependent genes such as Bdnf.”
BackgroundEpigenetic Regulation of the BDNF Gene: Implications for Psychiatric Disorders
Boulle, F., van den Hove, D. L. A., Jakob, S. B., Rutten, B. P., Hamon, M., van Os, J., Lesch, K.-P., Lanfumey, L., Steinbusch, H. W., & Kenis, G. (2012) · Molecular Psychiatry · doi:10.1038/mp.2011.107 · Cited by 282 · see citing works
Epigenetics at the crossroads between genes, environment and resilience in anxiety disorders
Schiele, M. A., & Domschke, K. (2018) · Genes, Brain and Behavior · doi:10.1111/gbb.12423 · Cited by 233 · see citing works
Short, A. K., Fennell, K. A., Perreau, V. M., Fox, A., O’Bryan, M. K., Kim, J. H., Bredy, T. W., Pang, T. Y., & Hannan, A. J. (2016) · Translational Psychiatry · doi:10.1038/tp.2016.109 · Cited by 230 · see citing works
Self-citationSrivastav, S., Neupane, S., Bhurtel, S., Katila, N., Maharjan, S., Choi, H., Hong, J. T., & Choi, D.-Y. (2019) · The Journal of Nutritional Biochemistry · doi:10.1016/j.jnutbio.2019.03.021 · Cited by 212 · see citing works
Stress and trauma: BDNF control of dendritic-spine formation and regression
Bennett, M. R., & Lagopoulos, J. (2014) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2013.10.005 · Cited by 199 · see citing works
Role of BDNF epigenetics in activity-dependent neuronal plasticity
Karpova, N. N. (2014) · Neuropharmacology · doi:10.1016/j.neuropharm.2013.04.002 · Cited by 200 · see citing works
Epigenetic marking of the BDNF gene by early-life adverse experiences
Roth, T. L., & Sweatt, J. D. (2011) · Hormones and Behavior · doi:10.1016/j.yhbeh.2010.05.005 · Cited by 196 · see citing works
Exercise augmentation of exposure therapy for PTSD: rationale and pilot efficacy data
Powers, M. B., Medina, J. L., Burns, S., Kauffman, B. Y., Monfils, M., Asmundson, G. J. G., Diamond, A., McIntyre, C., & Smits, J. A. J. (2015) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2015.1012740 · Cited by 194 · see citing works
Intlekofer, K. A., Berchtold, N. C., Malvaez, M., Carlos, A. J., McQuown, S. C., Cunningham, M. J., Wood, M. A., & Cotman, C. W. (2013) · Neuropsychopharmacology · doi:10.1038/npp.2013.104 · Cited by 190 · see citing works
Wei, Y. B., Melas, P. A., Wegener, G., Mathe, A. A., & Lavebratt, C. (2015) · International Journal of Neuropsychopharmacology · doi:10.1093/ijnp/pyu032 · Cited by 186 · see citing works
Hippocampal–Prefrontal BDNF and Memory for Fear Extinction
Rosas-Vidal, L. E., Do-Monte, F. H., Sotres-Bayon, F., & Quirk, G. J. (2014) · Neuropsychopharmacology · doi:10.1038/npp.2014.64 · Cited by 184 · see citing works
Epigenetic mechanisms mediating vulnerability and resilience to psychiatric disorders
Dudley, K. J., Li, X., Kobor, M. S., Kippin, T. E., & Bredy, T. W. (2011) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2010.12.016 · Cited by 180 · see citing works
Self-citationEpigenetics and the Biological Basis of Gene × Environment Interactions
Bagot, R. C., & Meaney, M. J. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2010.06.001 · Cited by 177 · see citing works
Boersma, G. J., Lee, R. S., Cordner, Z. A., Ewald, E. R., Purcell, R. H., Moghadam, A. A., & Tamashiro, K. L. (2014) · Epigenetics · doi:10.4161/epi.27558 · Cited by 172 · see citing works
3,4-Methylenedioxymethamphetamine facilitates fear extinction learning
Young, M. B., Andero, R., Ressler, K. J., & Howell, L. L. (2015) · Translational Psychiatry · doi:10.1038/tp.2015.138 · Cited by 141 · see citing works
Schroeder, F. A., Penta, K. L., Matevossian, A., Jones, S. R., Konradi, C., Tapper, A. R., & Akbarian, S. (2008) · Neuropsychopharmacology · doi:10.1038/npp.2008.15 · Cited by 139 · see citing works
Regulation of chromatin structure in memory formation
Roth, T. L., & Sweatt, J. D. (2009) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2009.05.011 · Cited by 138 · see citing works
ApoE4 and Aβ Oligomers Reduce BDNF Expression via HDAC Nuclear Translocation
Sen, A., Nelson, T. J., & Alkon, D. L. (2015) · The Journal of Neuroscience · doi:10.1523/jneurosci.0260-15.2015 · Cited by 133 · see citing works
Epigenetic mechanisms underlying learning and the inheritance of learned behaviors
Dias, B. G., Maddox, S. A., Klengel, T., & Ressler, K. J. (2015) · Trends in Neurosciences · doi:10.1016/j.tins.2014.12.003 · Cited by 125 · see citing works
Blaze, J., Scheuing, L., & Roth, T. L. (2013) · Developmental Neuroscience · doi:10.1159/000350716 · Cited by 123 · see citing works
HDAC inhibitors as cognitive enhancers in fear, anxiety and trauma therapy: Where do we stand?
Whittle, N., & Singewald, N. (2014) · Biochemical Society Transactions · doi:10.1042/bst20130233 · Cited by 117 · see citing works
Involvement of SMARCA2/BRM in the SWI/SNF chromatin-remodeling complex in schizophrenia
Koga, M., Ishiguro, H., Yazaki, S., Horiuchi, Y., Arai, M., Niizato, K., Iritani, S., Itokawa, M., Inada, T., Iwata, N., et al. (2009) · Human Molecular Genetics · doi:10.1093/hmg/ddp166 · Cited by 112 · see citing works
p300/CBP-Associated Factor Selectively Regulates the Extinction of Conditioned Fear
Wei, W., Coelho, C. M., Li, X., Marek, R., Yan, S., Anderson, S., Meyers, D., Mukherjee, C., Sbardella, G., Castellano, S., et al. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.0178-12.2012 · Cited by 93 · see citing works
Self-citationNabel, E. M., & Morishita, H. (2013) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2013.00146 · Cited by 85 · see citing works
Epigenetic mechanisms in fear conditioning: Implications for treating post-traumatic stress disorder
Kwapis, J. L., & Wood, M. A. (2014) · Trends in Neurosciences · doi:10.1016/j.tins.2014.08.005 · Cited by 87 · see citing works
Environmental regulation of the neural epigenome
Caldji, C., Hellstrom, I. C., Zhang, T.-Y., Diorio, J., & Meaney, M. J. (2011) · FEBS Letters · doi:10.1016/j.febslet.2011.03.032 · Cited by 82 · see citing works
Kim, T. Y., Kim, S. J., Chung, H. G., Choi, J. H., Kim, S. H., & Kang, J. I. (2017) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.12675 · Cited by 76 · see citing works
Krystal, J. H., Tolin, D. F., Sanacora, G., Castner, S. A., Williams, G. V., Aikins, D. E., Hoffman, R. E., & D'Souza, D. C. (2009) · Drug Discovery Today · doi:10.1016/j.drudis.2009.05.002 · Cited by 76 · see citing works
Deep brain stimulation of the ventral striatum increases BDNF in the fear extinction circuit
Do-Monte, F. H., Rodriguez-Romaguera, J., Rosas-Vidal, L. E., & Quirk, G. J. (2013) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2013.00102 · Cited by 58 · see citing works
Sun, X.-Y., Zheng, T., Yang, X., Liu, L., Gao, S.-S., Xu, H.-B., Song, Y.-T., Tong, K., Yang, L., Gao, Y., et al. (2019) · Journal of Neuroinflammation · doi:10.1186/s12974-019-1640-z · Cited by 59 · see citing works
Habits are negatively regulated by histone deacetylase 3 in the dorsal striatum
Malvaez, M., Greenfield, V. Y., Matheos, D. P., Angelillis, N. A., Murphy, M. D., Kennedy, P. J., Wood, M. A., & Wassum, K. M. (2018) · Biological Psychiatry · doi:10.1016/j.biopsych.2018.01.025 · Cited by 56 · see citing works
Kuriyama, K., Honma, M., Soshi, T., Fujii, T., & Kim, Y. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2353-x · Cited by 54 · see citing works
Blaze, J., Asok, A., & Roth, T. L. (2015) · Stress · doi:10.3109/10253890.2015.1071790 · Cited by 52 · see citing works
Role of MeCP2, DNA methylation, and HDACs in regulating synapse function
Kavalali, E. T., Nelson, E. D., & Monteggia, L. M. (2011) · Journal of Neurodevelopmental Disorders · doi:10.1007/s11689-011-9078-3 · Cited by 46 · see citing works
Maurel, O. M., Torrisi, S. A., Barbagallo, C., Purrello, M., Salomone, S., Drago, F., Ragusa, M., & Leggio, G. M. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22105157 · Cited by 44 · see citing works
Persaud, N. S., & Cates, H. M. (2023) · eneuro · doi:10.1523/eneuro.0109-21.2021 · Cited by 41 · see citing works
“Valproic acid (VPA), an HDAC inhibitor and mood stabilizer, was shown to potentiate long-term memory for fear extinction, suggesting that HDACs may perpetuate repressed Bdnf expression in anxiety models (Bredy et al., 2007).”
BackgroundInfluentialZhao, Y., Xing, B., Dang, Y.-H., Qu, C.-L., Zhu, F., & Yan, C.-X. (2013) · PLoS ONE · doi:10.1371/journal.pone.0052698 · Cited by 36 · see citing works
Kuriyama, K., Honma, M., Yoshiike, T., & Kim, Y. (2013) · Neuropharmacology · doi:10.1016/j.neuropharm.2012.07.045 · Cited by 36 · see citing works
Sodium butyrate as a selective cognitive enhancer for weak or impaired memory
Vinarskaya, A. K., Balaban, P. M., Roshchin, M. V., & Zuzina, A. B. (2021) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2021.107414 · Cited by 29 · see citing works
Scott, H., Smith, A. E., Barker, G. R., Uney, J. B., & Warburton, E. C. (2017) · Neuroepigenetics · doi:10.1016/j.nepig.2017.02.001 · Cited by 18 · see citing works
Enhancement of psychotherapy using epigenetic modulating drugs
Gavin, D. P., Chase, K. A., & Sharma, R. P. (2011) · Medical Hypotheses · doi:10.1016/j.mehy.2011.03.042 · Cited by 6 · see citing works
- Authors
- Bredy, T. W., Wu, H., Crego, C., Zellhoefer, J., Sun, Y. E., & Barad, M.
- Affiliations
- University of California, Los Angeles (US)
- Venue
- Learning & Memory
- Publisher
- Cold Spring Harbor Laboratory
- Published
- 2007-04
- Volume
- 14
- Issue
- 4
- Pages
- 268-276
- ISSN
- 1072-0502 (ISSN-L)
- 1549-5485
- PMC
- PMC2216532
- OpenAlex
- W2137116499
- Cited by
- 548
- References
- 4
- Citations by year
- 2026: 7 · 2025: 7 · 2024: 16 · 2023: 16 · 2022: 16 · 2021: 31 · 2020: 18 · 2019: 31 · 2018: 30 · 2017: 35 · 2016: 43 · 2015: 28 · 2014: 49 · 2013: 65 · 2012: 41
- Type
- posted content
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Learning & Memory (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Natural Sciences and Engineering Research Council of Canada
- National Institute of Mental Health
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
- Keywords
- brain-derived neurotrophic factor, histone modifications, histone H4 acetylation, fear extinction, fear conditioning, prefrontal cortex, valproic acid, histone deacetylase inhibitors, epigenetic regulation, gene expression, long-term memory, anxiety disorders
- MeSH terms
- Acetylation, Animals, Conditioning, Psychological, Enzyme Inhibitors, Extinction, Psychological, Fear, Histones, Male, Memory, Mice, Inbred C57BL, Promoter Regions, Genetic, RNA, Messenger, Time Factors, Valproic Acid, Prefrontal Cortex, Brain-Derived Neurotrophic Factor, Mice, Histone Deacetylase Inhibitors
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