Cited by 197Neuroinflammation and Neurodegeneration MechanismsTryptophan and brain disordersGut microbiota and health

The gut microbiome–derived metabolite trimethylamine N-oxide modulates neuroinflammation and cognitive function with aging

Open access
Brunt, Vienna E., LaRocca, Thomas J., Bazzoni, Amy E., Sapinsley, Zachary J., Miyamoto-Ditmon, Jill, Gioscia-Ryan, Rachel A., Neilson, Andrew P., Link, Christopher D. +1 more·2021·GeroScience

Abstract

Aging is associated with declines in cognitive performance, which are mediated in part by neuroinflammation, characterized by astrocyte activation and higher levels of pro-inflammatory cytokines; however, the upstream drivers are unknown. We investigated the potential role of the gut microbiome-derived metabolite trimethylamine N-oxide (TMAO) in modulating neuroinflammation and cognitive function with aging. Study 1: In middle-aged and older humans (65 ± 7 years), plasma TMAO levels were inversely related to performance on NIH Toolbox Cognition Battery tests of memory and fluid cognition (both r 2 = 0.07, p < 0.05). Study 2: In mice, TMAO concentrations in plasma and the brain increased in parallel with aging (r 2 = 0.60), suggesting TMAO crosses the blood-brain barrier. The greater TMAO concentrations in old mice (27 months) were associated with higher brain pro-inflammatory cytokines and markers of astrocyte activation vs. young adult mice (6 months). Study 3: To determine if TMAO independently induces an "aging-like" decline in cognitive function, young mice (6 months) were supplemented with TMAO in chow for 6 months. Compared with controls, TMAO-supplemented mice performed worse on the novel object recognition test, indicating impaired memory and learning, and had increased neuroinflammation and markers of astrocyte activation. Study 4: Human astrocytes cultured with TMAO vs. control media exhibited changes in cellular morphology and protein markers consistent with astrocyte activation, indicating TMAO directly acts on these cells. Our results provide translational insight into a novel pathway that modulates neuroinflammation and cognitive function with aging, and suggest that TMAO might be a promising target for prevention of neuroinflammation and cognitive decline with aging.

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 · 10.1007/s11357-020-00257-2

Cites

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?

  • TMAO levels are elevated in plasma and cerebrospinal fluid of individuals with mild cognitive impairment and Alzheimer's disease, and TMAO can traverse the blood-brain barrier and contribute to neurodegeneration by inducing microglial and astrocytic activation.

    “Importantly, elevated levels of TMAO have been observed in the plasma and cerebrospinal fluid (CSF) of individuals with MCI and AD.409,410 Several studies have shown that TMAO has the ability to traverse the BBB and contribute to neurodegeneration by inducing microglial and astrocytic activation.411–414”
  • TMAO is associated with neuroinflammation by inducing microglial and astrocytic activation.

    “TMAO is also associated with neuroinflammation by inducing microglial and astrocytic activation.”

Self-check

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

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

The citation lists haven’t been fetched yet

References 73 · Cited by 197

Research works printed but not linked: 48

  1. [2]Ammassari-Teule M, Fagioli S, Rossi-Arnaud C. Radial maze performance and open-field behaviours in aged C57BL/6 mice: further evidence for preserved cognitive abilities during senescence. Physiol Behav. 1994;55:341–345. doi: 10.1016/0031-9384(94)90144-9. [DOI] [PubMed] [Google Scholar] · DOI
  2. [3]Antunes M, Biala G. The novel object recognition memory: neurobiology, test procedure, and its modifications. Cogn Process. 2011;13:93–110. doi: 10.1007/s10339-011-0430-z. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  3. [4]Beaumont JL, Havlik R, Cook KF, Hays RD, Wallner-Allen K, Korper SP, Lai J-S, Nord C, Zill N, Choi S, Yost KJ, Ustsinovich V, Brouwers P, Hoffman HJ, Gershon R. Norming plans for the NIH Toolbox. Neurology. 2013;80:S87–S92. doi: 10.1212/WNL.0b013e3182872e70. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  4. [5]Bi F, Huang C, Tong J, Qiu G, Huang B, Wu Q, Li F, Xu Z, Bowser R, Xia X-G, Zhou H. Reactive astrocytes secrete LCN2 to promote neuron death. Proc Natl Acad Sci U S A. 2013;110:4069–4074. doi: 10.1073/pnas.1218497110. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  5. [6]Boutagy NE, Neilson AP, Osterberg KL, Smithson AT, Englund TR, Davy BM, Hulver MW, Davy KP. Probiotic supplementation and trimethylamine-N-oxide production following a high-fat diet. Obesity. 2015;23:2357–2363. doi: 10.1002/oby.21212. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  6. [7]Boutagy NE, Neilson AP, Osterberg KL, Smithson AT, Englund TR, Davy BM, Hulver MW, Davy KP. Short-term high-fat diet increases postprandial trimethylamine-N-oxide in humans. Nutr Res. 2015;35:858–864. doi: 10.1016/j.nutres.2015.07.002. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  7. [8]Brunt VE, Gioscia-Ryan RA, Casso AG, VanDongen NS, Ziemba BP, Sapinsley ZJ, Richey JJ, Zigler MC, Neilson AP, Davy KP, Seals DR. Trimethylamine-N-oxide promotes age-related vascular oxidative stress and endothelial dysfunction in mice and healthy humans. Hypertension. 2020;76:101–112. doi: 10.1161/HYPERTENSIONAHA.120.14759. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  8. [11]Claesson MJ, Jeffery IB, Conde S, Power SE, O’Connor EM, Cusack S, Harris HMB, Coakley M, Lakshminarayanan B, O’Sullivan O, Fitzgerald GF, Deane J, O’Connor M, Harnedy N, O’Connor K, O’Mahony D, van Sinderen D, Wallace M, Brennan L, Stanton C, Marchesi JR, Fitzgerald AP, Shanahan F, Hill C, Ross RP, O’Toole PW. Gut microbiota composition correlates with diet and health in the elderly. Nature. 2012;488:178–184. doi: 10.1038/nature11319. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  9. [13]Colombo E, Farina C. Astrocytes: key regulators of neuroinflammation. Trends Immunol. 2016;37:608–620. doi: 10.1016/j.it.2016.06.006. [DOI] [PubMed] [Google Scholar] · DOI
  10. [14]Csipo T, Lipecz A, Ashpole NM, Balasubramanian P, Tarantini S. Astrocyte senescence contributes to cognitive decline. Geroscience. 2020;42:51–55. doi: 10.1007/s11357-019-00140-9. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  11. [15]Debette S, Seshadri S, Beiser A, Au R, Himali JJ, Palumbo C, Wolf PA, DeCarli C. Midlife vascular risk factor exposure accelerates structural brain aging and cognitive decline. Neurology. 2011;77:461–468. doi: 10.1212/WNL.0b013e318227b227. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  12. [17]Di Benedetto S, Müller L, Wenger E, Düzel S, Pawelec G. Contribution of neuroinflammation and immunity to brain aging and the mitigating effects of physical and cognitive interventions. Neurosci Biobehav Rev. 2017;75:114–128. doi: 10.1016/j.neubiorev.2017.01.044. [DOI] [PubMed] [Google Scholar] · DOI
  13. [19]Evans SL, Davy KP, Stevenson ET, Seals DR. Physiological determinants of 10-km performance in highly trained female runners of different ages. J Appl Physiol. 1995;78:1931–1941. doi: 10.1152/jappl.1995.78.5.1931. [DOI] [PubMed] [Google Scholar] · DOI
  14. [20]Fahlström A, Zeberg H, Ulfhake B. Changes in behaviors of male C57BL/6J mice across adult life span and effects of dietary restriction. Age (Dordr) 2012;34:1435–1452. doi: 10.1007/s11357-011-9320-7. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  15. [21]Fleenor BS, Sindler AL, Marvi NK, Howell KL, Zigler ML, Yoshizawa M, Seals DR. Curcumin ameliorates arterial dysfunction and oxidative stress with aging. Exp Gerontol. 2013;48:269–276. doi: 10.1016/j.exger.2012.10.008. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  16. [22]Forster MJ, Dubey A, Dawson KM, Stutts WA, Lal H, Sohal RS. Age-related losses of cognitive function and motor skills in mice are associated with oxidative protein damage in the brain. Proc Natl Acad Sci U S A. 1996;93:4765–4769. doi: 10.1073/pnas.93.10.4765. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  17. [23]Frick KM, Burlingame LA, Arters JA, Berger-Sweeney J. Reference memory, anxiety and estrous cyclicity in C57BL/6NIA mice are affected by age and sex. Neuroscience. 2000;95:293–307. doi: 10.1016/s0306-4522(99)00418-2. [DOI] [PubMed] [Google Scholar] · DOI
  18. [24]Gabuzda D, Yankner BA. Physiology: inflammation links ageing to the brain. Nature. 2013;497:197–198. doi: 10.1038/nature12100. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  19. [25]Godbout JP, Johnson RW. Interleukin-6 in the aging brain. J Neuroimmunol. 2004;147:141–144. doi: 10.1016/j.jneuroim.2003.10.031. [DOI] [PubMed] [Google Scholar] · DOI
  20. [26]González HM, Tarraf W, Harrison K, Windham BG, Tingle J, Alonso A, Griswold M, Heiss G, Knopman D, Mosley TH. Midlife cardiovascular health and 20-year cognitive decline: Atherosclerosis Risk in Communities Study results. Alzheimers Dement. 2018;14:579–589. doi: 10.1016/j.jalz.2017.11.002. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  21. [27]Grayson B, Leger M, Piercy C, Adamson L, Harte M, Neill JC. Assessment of disease-related cognitive impairments using the novel object recognition (NOR) task in rodents. Behav Brain Res. 2015;285:176–193. doi: 10.1016/j.bbr.2014.10.025. [DOI] [PubMed] [Google Scholar] · DOI
  22. [28]Habib N, McCabe C, Medina S, Varshavsky M, Kitsberg D, Dvir-Szternfeld R, Green G, Dionne D, Nguyen L, Marshall JL, Chen F, Zhang F, Kaplan T, Regev A, Schwartz M. Disease-associated astrocytes in Alzheimer’s disease and aging. Nat Neurosci. 2020;169:1276. doi: 10.1038/s41593-020-0624-8. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  23. [29]Harada CN, Natelson Love MC, Triebel KL. Normal cognitive aging. Clin Geriatr Med. 2013;29:737–752. doi: 10.1016/j.cger.2013.07.002. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  24. [33]Janmohamed A, Hernandez D, Phillips IR, Shephard EA. Cell-, tissue-, sex- and developmental stage-specific expression of mouse flavin-containing monooxygenases (Fmos) Biochem Pharmacol. 2004;68:73–83. doi: 10.1016/j.bcp.2004.02.036. [DOI] [PubMed] [Google Scholar] · DOI
  25. [34]Justice JN, Carter CS, Beck HJ, Gioscia-Ryan RA, McQueen M, Enoka RM, Seals DR. Battery of behavioral tests in mice that models age-associated changes in human motor function. Age (Dordr) 2013;36:583–595. doi: 10.1007/s11357-013-9589-9. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  26. [36]Koeth RA, Wang Z, Levison BS, Buffa JA, Org E, Sheehy BT, Britt EB, Fu X, Wu Y, Li L, Smith JD, DiDonato JA, Chen J, Li H, Wu GD, Lewis JD, Warrier M, Brown JM, Krauss RM, Tang WHW, Bushman FD, Lusis AJ, Hazen SL. Intestinal microbiota metabolism of L-carnitine, a nutrient in red meat, promotes atherosclerosis. Nat Med. 2013;19:576–585. doi: 10.1038/nm.3145. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  27. [38]Labzin LI, Heneka MT, Latz E. Innate immunity and neurodegeneration. Annu Rev Med. 2018;69:437–449. doi: 10.1146/annurev-med-050715-104343. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  28. [39]LaRocca TJ, Gioscia-Ryan RA, Hearon CM, Seals DR. The autophagy enhancer spermidine reverses arterial aging. Mech Ageing Dev. 2013;134:314–320. doi: 10.1016/j.mad.2013.04.004. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  29. [40]LaRocca TJ, Mariani A, Watkins LR, Link CD. TDP-43 knockdown causes innate immune activation via protein kinase R in astrocytes. Neurobiol Dis. 2019;132:104514. doi: 10.1016/j.nbd.2019.104514. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  30. [42]Li T, Gua C, Wu B, Chen Y. Increased circulating trimethylamine N-oxide contributes to endothelial dysfunction in a rat model of chronic kidney disease. Biochem Biophys Res Commun. 2018;495:2071–2077. doi: 10.1016/j.bbrc.2017.12.069. [DOI] [PubMed] [Google Scholar] · DOI
  31. [44]Meng F, Li N, Li D, Song B, Li L. The presence of elevated circulating trimethylamine N-oxide exaggerates postoperative cognitive dysfunction in aged rats. Behav Brain Res. 2019;368:111902. doi: 10.1016/j.bbr.2019.111902. [DOI] [PubMed] [Google Scholar] · DOI
  32. [45]Miquel S, Champ C, Day J, Aarts E, Bahr BA, Bakker M, Bánáti D, Calabrese V, Cederholm T, Cryan J, Dye L, Farrimond JA, Korosi A, Layé S, Maudsley S, Milenkovic D, Mohajeri MH, Sijben J, Solomon A, Spencer JPE, Thuret S, vanden Berghe W, Vauzour D, Vellas B, Wesnes K, Willatts P, Wittenberg R, Geurts L. Poor cognitive ageing: vulnerabilities, mechanisms and the impact of nutritional interventions. Age Res Rev. 2018;42:40–55. doi: 10.1016/j.arr.2017.12.004. [DOI] [PubMed] [Google Scholar] · DOI
  33. [49]Simen AA, Bordner KA, Martin MP, Moy LA, Barry LC. Cognitive dysfunction with aging and the role of inflammation. Ther Adv Chronic Dis. 2011;2:175–195. doi: 10.1177/2040622311399145. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  34. [51]Stewart AL, Mills KM, King AC, Haskell WL, Gillis D, Ritter PL. CHAMPS physical activity questionnaire for older adults: outcomes for interventions. Med Sci Sports Exerc. 2001;33:1126–1141. doi: 10.1097/00005768-200107000-00010. [DOI] [PubMed] [Google Scholar] · DOI
  35. [52]Sun X, Jiao X, Ma Y, Liu Y, Zhang L, He Y, Chen Y. Trimethylamine N-oxide induces inflammation and endothelial dysfunction in human umbilical vein endothelial cells via activating ROS-TXNIP-NLRP3 inflammasome. Biochem Biophys Res Commun. 2016;481:63–70. doi: 10.1016/j.bbrc.2016.11.017. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  36. [53]Tang WHW, Wang Z, Fan Y, Levison B, Hazen JE, Donahue LM, Wu Y, Hazen SL. Prognostic value of elevated levels of intestinal microbe-generated metabolite trimethylamine-N-oxide in patients with heart failure: refining the gut hypothesis. J Am Coll Cardiol. 2014;64:1908–1914. doi: 10.1016/j.jacc.2014.02.617. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  37. [55]Tha KK, Okuma Y, Miyazaki H, Murayama T, Uehara T, Hatakeyama R, Hayashi Y, Nomura Y. Changes in expressions of proinflammatory cytokines IL-1beta, TNF-alpha and IL-6 in the brain of senescence accelerated mouse (SAM) P8. Brain Res. 2000;885:25–31. doi: 10.1016/s0006-8993(00)02883-3. [DOI] [PubMed] [Google Scholar] · DOI
  38. [56]Tombaugh TN. Trail Making Test A and B: normative data stratified by age and education. Arch Clin Neuropsychol. 2004;19:203–214. doi: 10.1016/S0887-6177(03)00039-8. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
  39. [57]Vernetti L, Gough A, Baetz N, Blutt S, Broughman JR, Brown JA, Foulke-Abel J, Hasan N, in J, Kelly E, Kovbasnjuk O, Repper J, Senutovitch N, Stabb J, Yeung C, Zachos NC, Donowitz M, Estes M, Himmelfarb J, Truskey G, Wikswo JP, Taylor DL. Functional coupling of human microphysiology systems: intestine, liver, kidney proximal tubule, blood-brain barrier and skeletal muscle. Sci Rep. 2017;7:42296–42215. doi: 10.1038/srep42296. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  40. [58]Wang Z, Klipfell E, Bennett BJ, Koeth R, Levison BS, Dugar B, Feldstein AE, Britt EB, Fu X, Chung Y-M, Wu Y, Schauer P, Smith JD, Allayee H, Tang WHW, DiDonato JA, Lusis AJ, Hazen SL. Gut flora metabolism of phosphatidylcholine promotes cardiovascular disease. Nature. 2011;472:57–63. doi: 10.1038/nature09922. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  41. [59]Wang Z, Levison BS, Hazen JE, Donahue L, Li X-M, Hazen SL. Measurement of trimethylamine-N-oxide by stable isotope dilution liquid chromatography tandem mass spectrometry. Anal Biochem. 2014;455:35–40. doi: 10.1016/j.ab.2014.03.016. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  42. [62]Xu R & Wang Q. Towards understanding brain-gut-microbiome connections in Alzheimer’s disease. BMC Syst Biol. 2016;1–9. [DOI] [PMC free article] [PubMed]
  43. [63]Yim HCH, Williams BRG. Protein kinase R and the inflammasome. J Interf Cytokine Res. 2014;34:447–454. doi: 10.1089/jir.2014.0008. [DOI] [PubMed] [Google Scholar] · DOI
  44. [64]Zhang X, Yang Y, Su J, Zheng X, Wang C, Chen S, Liu J, Lv Y, Fan S, Zhao A, Chen T, Jia W, Wang X. Age-related compositional changes and correlations of gut microbiome, serum metabolome, and immune factor in rats. Geroscience. 2020;25:1234–1217. doi: 10.1007/s11357-020-00188-y. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  45. [65]Zhao L, Zhang C, Cao G, Dong X, Li D, Jiang L. Higher circulating trimethylamine N-oxide sensitizes sevoflurane-induced cognitive dysfunction in aged rats probably by downregulating hippocampal methionine sulfoxide reductase A. Neurochem Res. 2019;44:2506–2516. doi: 10.1007/s11064-019-02868-4. [DOI] [PubMed] [Google Scholar] · DOI
  46. [66]Zhu W, Gregory JC, Org E, Buffa JA, Gupta N, Wang Z, Li L, Fu X, Wu Y, Mehrabian M, Sartor RB, McIntyre TM, Silverstein RL, Tang WHW, DiDonato JA, Brown JM, Lusis AJ, Hazen SL. Gut microbial metabolite TMAO enhances platelet hyperreactivity and thrombosis risk. Cell. 2016;165:111–124. doi: 10.1016/j.cell.2016.02.011. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
  47. [67]Zhu N, Jacobs DR, Schreiner PJ, Yaffe K, Bryan N, Launer LJ, Whitmer RA, Sidney S, Demerath E, Thomas W, Bouchard C, He K, Reis J, Sternfeld B. Cardiorespiratory fitness and cognitive function in middle age: the CARDIA study. Neurology. 2014;82:1339–1346. doi: 10.1212/WNL.0000000000000310. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
  48. [68]Zhu C, Li G, Lv Z, Li J, Wang X, Kang J, Zhan C. Association of plasma trimethylamine-N-oxide levels with post-stroke cognitive impairment: a 1-year longitudinal study. Neurol Sci. 2020;41:57–63. doi: 10.1007/s10072-019-04040-w. [DOI] [PubMed] [Google Scholar] · DOI

Authors
Brunt, V. E., LaRocca, T. J., Bazzoni, A. E., Sapinsley, Z. J., Miyamoto-Ditmon, J., Gioscia-Ryan, R. A., Neilson, A. P., Link, C. D., & Seals, D. R.
Affiliations
  • University of Colorado Boulder (US)
  • North Carolina State University (US)
Corresponding author
Seals, Douglas R.
Venue
GeroScience
Published
2020-08-29
Volume
43
Issue
1
Pages
377-394
ISSN
  • 2152-4041 (ISSN-L)
  • 2509-2715
  • 2509-2723
OpenAlex
W3082564026
Cited by
197
References
73
Citations by year
2026: 32 · 2025: 38 · 2024: 46 · 2023: 36 · 2022: 30 · 2021: 15
FWCI
7.92
Type
journal article
Language
en
Open access
Locations
  • GeroScience (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • National Heart, Lung, and Blood Institute (R01 HL134887, F32 HL140875)
  • National Center for Advancing Translational Sciences (UL1 TR002535)
  • National Institute of Neurological Disorders and Stroke (R01 NS063964, Administrative Supplement to NS063964)
  • National Institute of Food and Agriculture (Hatch Program)
Topics
  • Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
  • Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
Keywords
trimethylamine N-oxide, gut microbiota, neuroinflammation, cognitive aging, cognitive decline, astrocyte activation, inflammatory cytokines, blood-brain barrier, memory impairment, novel object recognition, brain aging
MeSH terms
Gastrointestinal Microbiome, Aging, Animals, Cognition, Methylamines, 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