Heavy metals contaminating the environment of a progressive supranuclear palsy cluster induce tau accumulation and cell death in cultured neurons
Open accessAbstract
Progressive supranuclear palsy (PSP) is a neurodegenerative disorder characterized by the presence of intracellular aggregates of tau protein and neuronal loss leading to cognitive and motor impairment. Occurrence is mostly sporadic, but rare family clusters have been described. Although the etiopathology of PSP is unknown, mutations in the MAPT/tau gene and exposure to environmental toxins can increase the risk of PSP. Here, we used cell models to investigate the potential neurotoxic effects of heavy metals enriched in a highly industrialized region in France with a cluster of sporadic PSP cases. We found that iPSC-derived iNeurons from a MAPT mutation carrier tend to be more sensitive to cell death induced by chromium (Cr) and nickel (Ni) exposure than an isogenic control line. We hypothesize that genetic variations may predispose to neurodegeneration induced by those heavy metals. Furthermore, using an SH-SY5Y neuroblastoma cell line, we showed that both heavy metals induce cell death by an apoptotic mechanism. Interestingly, Cr and Ni treatments increased total and phosphorylated tau levels in both cell types, implicating Cr and Ni exposure in tau pathology. Overall, this study suggests that chromium and nickel could contribute to the pathophysiology of tauopathies such as PSP by promoting tau accumulation and neuronal cell death.
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.
Integrity signals
Registry
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.
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?
Possession of a single mutant allele responsible for certain childhood lysosomal disorders increases risk for a range of adult neurodegenerative disorders, including Alzheimer's disease, frontotemporal dementia and Parkinson's disease.
“We now know that possession of a single mutant allele responsible for certain childhood disorders—those involving the lysosome—increases risk for a range of adult neurodegenerative disorders, including Alzheimer’s disease (AD), frontotemporal dementia (FTD) and Parkinson’s disease (PD).5,7”
From The lysosome and proteostatic stress at the intersection of pediatric neurological disorders and adult neurodegenerative diseases (2025) · cites this paper as [7]
The Introduction discusses genetic variants in progressive supranuclear palsy, and the Results describe neurons carrying a heterozygous MAPT mutation. Neither passage addresses whether carrying one allele for a childhood lysosomal disorder increases risk of Alzheimer’s disease, frontotemporal dementia or Parkinson’s disease. Searches for lysosomal disorders and single-allele carrier risk found no passage making that link. (LLM, conf=0.76)
Experimental — accuracy not yet measuredSome PD risk genes, such as ASAH1 and GLB1, have only been identified in a single GWAS study of PD risk, with no mechanistic or confirmatory follow up.
“In contrast to the genes above, which have stronger links both genetically and mechanistically to PD, some PD risk genes, such as ASAH1 and GLB1, have only been identified in a single GWAS study of PD risk, with no mechanistic or confirmatory follow up.7”
From The lysosome and proteostatic stress at the intersection of pediatric neurological disorders and adult neurodegenerative diseases (2025) · cites this paper as [7]
The Introduction discusses genetic associations with progressive supranuclear palsy and environmental exposure, not ASAH1 or GLB1 as Parkinson’s disease risk genes. Searches for those genes and for a single PD GWAS with no follow-up found no passage addressing the claim in our copy. The indexed passages have no page numbers. (LLM, conf=0.76)
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
Cheung, Y.-T., Lau, W. K.-W., Yu, M.-S., Lai, C. S.-W., Yeung, S.-C., So, K.-F., & Chang, R. C.-C. (2009) · NeuroToxicology · doi:10.1016/j.neuro.2008.11.001 · Cited by 576 · see citing works
Boxer, A. L., Yu, J.-T., Golbe, L. I., Litvan, I., Lang, A. E., & Höglinger, G. U. (2017) · The Lancet Neurology · doi:10.1016/s1474-4422(17)30157-6 · Cited by 485 · see citing works
Self-citationOchalek, A., Mihalik, B., Avci, H. X., Chandrasekaran, A., Téglási, A., Bock, I., Giudice, M. L., Táncos, Z., Molnár, K., László, L., et al. (2017) · Alzheimer's Research & Therapy · doi:10.1186/s13195-017-0317-z · Cited by 225 · see citing works
Flagged first, then by citations
Research works printed but not linked: 70
- [2]Murphy KE Karaconji T Hardman CD Halliday GM Excessive dopamine neuron loss in progressive supranuclear palsy Mov. Disord. 2008 23 607 610 10.1002/mds.21907 18163454 · DOI
- [3]Lee G Leugers CJ Tau and tauopathies Prog. Mol. Biol. Transl. Sci. 2012 107 263 93 10.1016/B978-0-12-385883-2.00004-7 22482453 PMC3614411 · DOI
- [4]Wang Y Mandelkow E Tau in physiology and pathology Nat. Rev. Neurosci. 2016 17 22 35 10.1038/nrn.2015.1 26631930 · DOI · Paper page
- [5]Golbe LI In Handbook of clinical neurology 2008 89 457 459 10.1016/S0072-9752(07)01242-0 18631768 · DOI
- [6]Hoglinger GU Identification of common variants influencing risk of the tauopathy progressive supranuclear palsy Nat Genet 2011 43 699 705 10.1038/ng.859 21685912 PMC3125476 · DOI · Paper page
- [7]Im SY Kim YJEYJE Kim YJEYJE Genetics of Progressive Supranuclear Palsy J Mov Disord 2015 8 122 129 10.14802/jmd.15033 26413239 PMC4572662 · DOI
- [8]Higgins JJ Litvan I Nee LE Loveless JM A lack of the R406W tau mutation in progressive supranuclear palsy and corticobasal degeneration Neurology 1999 52 404 6 10.1212/WNL.52.2.404 9932968 · DOI
- [9]Ostojic J The tau R406W mutation causes progressive presenile dementia with bitemporal atrophy Dement. Geriatr. Cogn. Disord. 2004 17 298 301 10.1159/000077158 15178940 · DOI
- [10]Jiang S Integrative system biology analyses of CRISPR-edited iPSC-derived neurons and human brains reveal deficiencies of presynaptic signaling in FTLD and PSP Transl. Psychiatry 2018 8 265 10.1038/s41398-018-0319-z 30546007 PMC6293323 · DOI · Paper page
- [11]Litvan I Environmental and occupational risk factors for progressive supranuclear palsy: Case-control study Mov. Disord. 2016 31 644 52 10.1002/mds.26512 26854325 PMC4861658 · DOI
- [12]Golbe LI Follow-up study of risk factors in progressive supranuclear palsy Neurology 1996 47 148 54 10.1212/WNL.47.1.148 8710069 · DOI
- [13]Vidal JS Risk factors for progressive supranuclear palsy: a case-control study in France J Neurol Neurosurg Psychiatry 2009 80 1271 1274 10.1136/jnnp.2008.149849 19864660 · DOI
- [14]Caparros-Lefebvre D Steele J Atypical parkinsonism on Guadeloupe, comparison with the parkinsonism–dementia complex of Guam, and environmental toxic hypotheses Environ. Toxicol. Pharmacol. 2005 19 407 413 10.1016/j.etap.2004.12.052 21783505 · DOI
- [15]Caparros-Lefebvre, D. et al. A geographical cluster of progressive supranuclear palsy in northern France. Neurology, 10.1212/WNL.0000000000001997 (2015). PMC4617163 26354981 · DOI
- [16]Järup L Hazards of heavy metal contamination Br. Med. Bull. 2003 68 167 82 10.1093/bmb/ldg032 14757716 · DOI · Paper page
- [17]Lentini, P., Zanoli, L., de Cal, M., Granata, A. & Dell’Aquila, R. Lead and Heavy Metals and the Kidney. Crit. Care Nephrol. 1324–1330.e1, 10.1016/B978-0-323-44942-7.00222-3 (2019). · DOI
- [18]Jaishankar, M. et al. Toxicity, mechanism and health effects of some heavy metals, 10.2478/intox-2014-0009 PMC4427717 26109881 · DOI · Paper page
- [19]Chin-Chan, M., Navarro-Yepes, J., Quintanilla-Vega, B., Campos-Peña, V. & Weissert, R. Environmental pollutants as risk factors for neurodegenerative disorders: Alzheimer and Parkinson diseases Environmental factors in neurodegeneration. Front. Cell. Neurosci. 9 (2015). PMC4392704 25914621
- [20]Prakash A Dhaliwal GK Kumar P Majeed AB A. Brain Biometals and Alzheimer’s Disease – Boon or Bane? Int. J. Neurosci. 2016 7454 1 34 27044501
- [21]Ben P l-Theanine attenuates cadmium-induced neurotoxicity through the inhibition of oxidative damage and tau hyperphosphorylation Neurotoxicology 2016 57 95 103 10.1016/j.neuro.2016.09.010 27649883 · DOI
- [22]Singh P Chowdhuri DK Environmental Presence of Hexavalent but Not Trivalent Chromium Causes Neurotoxicity in Exposed Drosophila melanogaster Mol. Neurobiol. 2017 54 3368 3387 10.1007/s12035-016-9909-z 27167131 · DOI
- [23]Manolio TA Genomewide association studies and assessment of the risk of disease N. Engl. J. Med. 2010 363 166 76 10.1056/NEJMra0905980 20647212 · DOI · Paper page
- [24]Migliore L Coppedè F Genetics, environmental factors and the emerging role of epigenetics in neurodegenerative diseases Mutat. Res. 2009 667 82 97 10.1016/j.mrfmmm.2008.10.011 19026668 · DOI
- [25]Ygland E Slowly progressive dementia caused by MAPT R406W mutations: longitudinal report on a new kindred and systematic review Alzheimers. Res. Ther. 2018 10 2 10.1186/s13195-017-0330-2 29370822 PMC6389050 · DOI
- [26]Budde, J. P. et al. Precision genome-editing with CRISPR/Cas9 in human induced pluripotent stem cells. bioRxiv 187377, 10.1101/187377 (2017). · DOI
- [27]Zhang Y Rapid single-step induction of functional neurons from human pluripotent stem cells Neuron 2013 78 785 798 10.1016/j.neuron.2013.05.029 23764284 PMC3751803 · DOI · Paper page
- [28]Encinas M Sequential treatment of SH-SY5Y cells with retinoic acid and brain-derived neurotrophic factor gives rise to fully differentiated, neurotrophic factor-dependent, human neuron-like cells J. Neurochem. 2000 75 991 1003 10.1046/j.1471-4159.2000.0750991.x 10936180 · DOI
- [29]Garza-Lombó C Posadas Y Quintanar L Gonsebatt ME Franco R Neurotoxicity Linked to Dysfunctional Metal Ion Homeostasis and Xenobiotic Metal Exposure: Redox Signaling and Oxidative Stress Antioxid. Redox Signal. 2018 28 1669 1703 10.1089/ars.2017.7272 29402131 PMC5962337 · DOI
- [30]Aranda-Anzaldo A The post-mitotic state in neurons correlates with a stable nuclear higher-order structure Commun. Integr. Biol. 2012 5 134 9 10.4161/cib.18761 22808316 PMC3376047 · DOI
- [31]Galluzzi L Molecular mechanisms of cell death: recommendations of the Nomenclature Committee on Cell Death 2018 Cell Death Differ. 2018 25 486 541 10.1038/s41418-017-0012-4 29362479 PMC5864239 · DOI · Paper page
- [32]Ribe EM Serrano-Saiz E Akpan N Troy CM Mechanisms of neuronal death in disease: defining the models and the players Biochem. J. 2008 415 165 82 10.1042/BJ20081118 18800967 PMC9334905 · DOI
- [33]Yuan J Lipinski M Degterev A Diversity in the Mechanisms of Neuronal Cell Death Neuron 2003 40 401 413 10.1016/S0896-6273(03)00601-9 14556717 · DOI
- [34]Cotman CW Su JH Mechanisms of neuronal death in Alzheimer’s disease Brain Pathol. 1996 6 493 506 10.1111/j.1750-3639.1996.tb00878.x 8944319 · DOI
- [35]Fricker M Tolkovsky AM Borutaite V Coleman M Brown GC Neuronal Cell Death Physiol. Rev. 2018 98 813 880 10.1152/physrev.00011.2017 29488822 PMC5966715 · DOI
- [36]Pulido MD Parrish AR Metal-induced apoptosis: mechanisms Mutat. Res. 2003 533 227 41 10.1016/j.mrfmmm.2003.07.015 14643423 · DOI
- [37]Rana SVS Metals and apoptosis: Recent developments J. Trace Elem. Med. Biol. 2008 22 262 284 10.1016/j.jtemb.2008.08.002 19013355 · DOI
- [38]Bharathi Ravid R Rao KSJ Role of metals in neuronal apoptosis: challenges associated with neurodegeneration Curr. Alzheimer Res. 2006 3 311 26 10.2174/156720506778249399 17017862 · DOI
- [39]Siddiqui WA Ahad A Ahsan H The mystery of BCL2 family: Bcl-2 proteins and apoptosis: an update Arch. Toxicol. 2015 89 289 317 10.1007/s00204-014-1448-7 25618543 · DOI
- [40]Li P Caspase-9: Structure, mechanisms and clinical application Oncotarget 2017 8 23996 24008 28177918 PMC5410359
- [41]Williams DR Lees AJ Progressive supranuclear palsy: clinicopathological concepts and diagnostic challenges Lancet Neurol 2009 8 270 279 10.1016/S1474-4422(09)70042-0 19233037 · DOI · Paper page
- [42]Weber A Epigenome-wide DNA methylation profiling in Progressive Supranuclear Palsy reveals major changes at DLX1 Nat. Commun. 2018 9 2929 10.1038/s41467-018-05325-y 30050033 PMC6062504 · DOI
- [43]Ijomone OM Olatunji SY Owolabi JO Naicker T Aschner M Nickel-induced neurodegeneration in the hippocampus, striatum and cortex; an ultrastructural insight, and the role of caspase-3 and α-synuclein J. Trace Elem. Med. Biol. 2018 50 16 23 10.1016/j.jtemb.2018.05.017 30262274 · DOI
- [44]He M-D Disturbance of aerobic metabolism accompanies neurobehavioral changes induced by nickel in mice Neurotoxicology 2013 38 9 16 10.1016/j.neuro.2013.05.011 23727075 · DOI
- [45]He X Chen MG Ma Q Activation of Nrf2 in Defense against Cadmium-Induced Oxidative Stress † Chem. Res. Toxicol. 2008 21 1375 1383 10.1021/tx800019a 18512965 · DOI
- [46]Lin X Combined toxicity of heavy metal mixtures in liver cells J. Appl. Toxicol. 2016 36 1163 1172 10.1002/jat.3283 26865462 · DOI
- [47]Souid-Mensi G Moukha S Maaroufi K Creppy EE Combined cytotoxicity and genotoxicity of a marine toxin and seafood contaminant metal ions (chromium and cadmium) Environ. Toxicol. 2008 23 1 8 10.1002/tox.20304 18214935 · DOI
- [48]Martini CN Brandani JN Gabrielli M Vila M del C Effect of hexavalent chromium on proliferation and differentiation to adipocytes of 3T3-L1 fibroblasts Toxicol. Vitr. 2014 28 700 706 10.1016/j.tiv.2014.02.003 24576443 · DOI
- [49]Takano Y Taguchi T Suzuki I Balis JU Yuri K Cytotoxicity of heavy metals on primary cultured alveolar type II cells Environ. Res. 2002 89 138 45 10.1006/enrs.2002.4354 12123647 · DOI
- [50]Neely MD Davison CA Aschner M Bowman AB From the Cover: Manganese and Rotenone-Induced Oxidative Stress Signatures Differ in iPSC-Derived Human Dopamine Neurons Toxicol. Sci. 2017 159 366 379 10.1093/toxsci/kfx145 28962525 PMC5837701 · DOI
- [51]Snyder C In vitro assessment of chemotherapy-induced neuronal toxicity Toxicol. Vitr. 2018 50 109 123 10.1016/j.tiv.2018.02.004 29427706 · DOI
- [52]Tukker AM Wijnolts FMJ de Groot A Westerink RHS Human iPSC-derived neuronal models for in vitro neurotoxicity assessment Neurotoxicology 2018 67 215 225 10.1016/j.neuro.2018.06.007 29909083 · DOI
- [53]Pei Y Comparative neurotoxicity screening in human iPSC-derived neural stem cells, neurons and astrocytes Brain Res. 2016 1638 57 73 10.1016/j.brainres.2015.07.048 26254731 PMC5032144 · DOI · Paper page
- [55]Chang, K.-H. et al. Modeling Alzheimer’s Disease by Induced Pluripotent Stem Cells Carrying APP D678H Mutation. Mol. Neurobiol, 10.1007/s12035-018-1336-x (2018). PMC6505505 30238389 · DOI
- [56]Soldner F Generation of Isogenic Pluripotent Stem Cells Differing Exclusively at Two Early Onset Parkinson Point Mutations Cell 2011 146 318 331 10.1016/j.cell.2011.06.019 21757228 PMC3155290 · DOI · Paper page
- [57]Walker AK Neonatal lipopolysaccharide and adult stress exposure predisposes rats to anxiety-like behaviour and blunted corticosterone responses: implications for the double-hit hypothesis Psychoneuroendocrinology 2009 34 1515 25 10.1016/j.psyneuen.2009.05.010 19524372 · DOI
- [58]McLachlan, D. R. C. et al. Aluminum in Neurological and Neurodegenerative Disease. Mol. Neurobiol. 1–8, 10.1007/s12035-018-1441-x (2019). PMC6402994 30706368 · DOI
- [59]Peng Q Bakulski KM Nan B Park SK Cadmium and Alzheimer’s disease mortality in U.S. adults: Updated evidence with a urinary biomarker and extended follow-up time Environ. Res. 2017 157 44 51 10.1016/j.envres.2017.05.011 28511080 PMC5513740 · DOI
- [60]Kovalevich J Langford D Considerations for the use of SH-SY5Y neuroblastoma cells in neurobiology Methods Mol. Biol. 2013 1078 9 21 10.1007/978-1-62703-640-5_2 23975817 PMC5127451 · DOI · Paper page
- [62]Schneider L Differentiation of SH-SY5Y cells to a neuronal phenotype changes cellular bioenergetics and the response to oxidative stress Free Radic. Biol. Med. 2011 51 2007 17 10.1016/j.freeradbiomed.2011.08.030 21945098 PMC3208787 · DOI
- [63]Xun Z Retinoic acid-induced differentiation increases the rate of oxygen consumption and enhances the spare respiratory capacity of mitochondria in SH-SY5Y cells Mech. Ageing Dev. 2012 133 176 185 10.1016/j.mad.2012.01.008 22336883 PMC3357086 · DOI
- [64]Truckenmiller ME Gene expression profile in early stage of retinoic acid-induced differentiation of human SH-SY5Y neuroblastoma cells Restor. Neurol. Neurosci. 2001 18 67 80 11847429
- [65]Jaishankar, M. et al. Toxicity, mechanism and health effects of some heavy metals, 10.2478/intox-2014-0009 (2014). PMC4427717 26109881 · DOI · Paper page
- [66]Jin X Environmental Enrichment Improves Spatial Learning and Memory in Vascular Dementia Rats with Activation of Wnt/β-Catenin Signal Pathway Med. Sci. Monit. 2017 23 207 215 10.12659/MSM.902728 28082734 PMC5253348 · DOI
- [67]Pan J Reactive Oxygen Species-Activated Akt/ASK1/p38 Signaling Pathway in Nickel Compound-Induced Apoptosis in BEAS 2B Cells Chem. Res. Toxicol. 2010 23 568 577 10.1021/tx9003193 20112989 PMC2838407 · DOI
- [68]Pritchard DE Singh J Carlisle DL Patierno SR Cyclosporin A inhibits chromium(VI)-induced apoptosis and mitochondrial cytochrome c release and restores clonogenic survival in CHO cells Carcinogenesis 2000 21 2027 33 10.1093/carcin/21.11.2027 11062164 · DOI
- [69]Ye J Role of reactive oxygen species and p53 in chromium(VI)-induced apoptosis J. Biol. Chem. 1999 274 34974 80 10.1074/jbc.274.49.34974 10574974 · DOI
- [70]Au A Nickel and vanadium metal ions induce apoptosis of T-lymphocyte Jurkat cells J. Biomed. Mater. Res. A 2006 79 512 21 10.1002/jbm.a.30811 16788973 · DOI
- [71]Ahamed M Oxidative stress mediated apoptosis induced by nickel ferrite nanoparticles in cultured A549 cells Toxicology 2011 283 101 8 10.1016/j.tox.2011.02.010 21382431 · DOI
- [72]Calderón-Garcidueñas L The impact of environmental metals in young urbanites’ brains Exp. Toxicol. Pathol. 2013 65 503 511 10.1016/j.etp.2012.02.006 22436577 PMC3383886 · DOI
- [73]Karch CM Expression of novel Alzheimer’s disease risk genes in control and Alzheimer’s disease brains PLoS One 2012 7 e50976 10.1371/journal.pone.0050976 23226438 PMC3511432 · DOI · Paper page
Cited by
Sorted by citations
Genome Editing in iPSC-Based Neural Systems: From Disease Models to Future Therapeutic Strategies
McTague, A., Rossignoli, G., Ferrini, A., Barral, S., & Kurian, M. A. (2021) · Frontiers in Genome Editing · doi:10.3389/fgeed.2021.630600 · Cited by 67 · see citing works
Alquezar, C., Schoch, K. M., Geier, E. G., Ramos, E. M., Scrivo, A., Li, K. H., Argouarch, A. R., Mlynarski, E. E., Dombroski, B., DeTure, M., et al. (2021) · Science Advances · doi:10.1126/sciadv.abg3897 · Cited by 56 · see citing works
Self-citationLane-Donovan, C., Paredes, M., & Kao, A. W. (2025) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2025.102854 · Cited by 3 · see citing works
Self-citation
- Authors
- Alquezar, C., Felix, J. B., McCandlish, E., Buckley, B. T., Caparros-Lefebvre, D., Karch, C. M., Golbe, L. I., & Kao, A. W.
- Affiliations
- Baylor College of Medicine (US)
- Rutgers, The State University of New Jersey (US)
- Washington University in St. Louis (US)
- University of California, San Francisco (US)
- Corresponding author
- Kao, Aimee W.
- Venue
- Scientific Reports
- Published
- 2020-01-17
- Volume
- 10
- Issue
- 1
- Pages
- 569-569
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC6969162
- OpenAlex
- W3000485982
- Cited by
- 49
- References
- 3
- Citations by year
- 2026: 6 · 2025: 7 · 2024: 4 · 2023: 8 · 2022: 9 · 2021: 7 · 2020: 8
- FWCI
- 4.96
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Scientific Reports (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Rutgers University Community Repository (Rutgers University) (submittedVersion)
- Digital Commons@Becker (Washington University School of Medicine) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by)
- Funders
- California Institute for Regenerative Medicine (TB1-01188)
- Paul G. Allen Family Foundation
- Fundación Ramón Areces
- CurePSP
- National Institutes of Health (AG05681)
- National Institute on Aging (K01AG046374, R01AG059052, P50AG005681, P30AG066444)
- National Institute of Environmental Health Sciences (P30ES05022, P30ES005022)
- Topics
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Heavy Metal Exposure and Toxicity
- Health Sciences › Medicine › Neurology › Parkinson's Disease Mechanisms and Treatments
- Keywords
- progressive supranuclear palsy, heavy metal exposure, chromium, nickel, tau accumulation, tau phosphorylation, neuronal cell death, apoptosis, iPSC-derived neurons, MAPT mutations, tauopathy, neurotoxicity, environmental toxins, neurodegeneration, industrialized regions
- MeSH terms
- Cell Line, Cell Survival, Chromium, France, Humans, Models, Biological, Neurons, Nickel, Supranuclear Palsy, Progressive, tau Proteins, Cell Death, Metals, Heavy, Induced Pluripotent Stem Cells, Neural Stem 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