Cited by 179interferon and immune responsesGlioma Diagnosis and TreatmentCancer Immunotherapy and Biomarkers

STING activation promotes robust immune response and NK cell–mediated tumor regression in glioblastoma models

Open access
Berger, Gilles, Knelson, Erik H., Jimenez-Macias, Jorge L., Nowicki, Michal O., Han, Saemi, Panagioti, Eleni, Lizotte, Patrick H., Adu-Berchie, Kwasi +7 more·2022·Proceedings of the National Academy of Sciences

Abstract

Immunotherapy has had a tremendous impact on cancer treatment in the past decade, with hitherto unseen responses at advanced and metastatic stages of the disease. However, the aggressive brain tumor glioblastoma (GBM) is highly immunosuppressive and remains largely refractory to current immunotherapeutic approaches. The stimulator of interferon genes (STING) DNA sensing pathway has emerged as a next-generation immunotherapy target with potent local immune stimulatory properties. Here, we investigated the status of the STING pathway in GBM and the modulation of the brain tumor microenvironment (TME) with the STING agonist ADU-S100. Our data reveal the presence of STING in human GBM specimens, where it stains strongly in the tumor vasculature. We show that human GBM explants can respond to STING agonist treatment by secretion of inflammatory cytokines. In murine GBM models, we show a profound shift in the tumor immune landscape after STING agonist treatment, with massive infiltration of the tumor-bearing hemisphere with innate immune cells including inflammatory macrophages, neutrophils, and natural killer (NK) populations. Treatment of established murine intracranial GL261 and CT-2A tumors by biodegradable ADU-S100–loaded intracranial implants demonstrated a significant increase in survival in both models and long-term survival with immune memory in GL261. Responses to treatment were abolished by NK cell depletion. This study reveals therapeutic potential and deep remodeling of the TME by STING activation in GBM and warrants further examination of STING agonists alone or in combination with other immunotherapies such as cancer vaccines, chimeric antigen receptor T cells, NK therapies, and immune checkpoint blockade.

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 · 10.1073/pnas.2111003119

Cites

9 of 9 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?

  • In post-cryoablated RMS 76-9STINGwt TME compared with RMS 76-9STING-/- TME in wild-type mice, there was a significant increase in total CD4+ T cells expressing IFN-γ and GZMB, NK cells, GZMB expression in CD8+ T cells, and Foxp3+ CD4+ cells.

    “we observed a significant increase in the total CD4+ T cells expressing IFN-γ (figure 4H) and granzyme B (GZMB; figure 4J),60–65 NK cells (figure 4N), and the amount of GZMB expression in CD8+ T cells (figure 4L) in the post-cryoablated RMS 76-9STINGwt TME as compared with RMS 76-9STING-/- TME in wild-type mice, as was Foxp3+ CD4+ cells (figure 4M).”

    From Functional tumor cell-intrinsic STING, not host STING, drives local and systemic antitumor immunity and therapy efficacy following cryoablation (2023) · cites this paper as [61]

    The Results section, “STING Activation in Intracranial GBM Models Drives Innate Immune Cell Infiltration” (page unavailable), reports increased NK-cell infiltration after STING-agonist treatment. It studies glioblastoma models, not cryoablated RMS 76-9 tumors, and does not support the stated RMS comparison or the specific IFN-γ, granzyme B, and Foxp3+ CD4+ cell increases. (LLM, conf=0.83)

    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: 83

  1. [1]P. Sharma, J. P. Allison, The future of immune checkpoint therapy. Science 348, 56– 61 (2015). 25838373
  2. [2]A. Ribas, J. D. Wolchok, Cancer immunotherapy using checkpoint blockade. Science 359, 1350– 1355 (2018). 29567705 PMC7391259
  3. [4]P. A. Ott, F. S. Hodi, H. L. Kaufman, J. M. Wigginton, J. D. Wolchok, Combination immunotherapy: A road map. J. Immunother. Cancer 5, 16 (2017). 28239469 PMC5319100
  4. [6]B. M. Alexander, T. F. Cloughesy, Adult glioblastoma. J. Clin. Oncol. 35, 2402– 2409 (2017). 28640706
  5. [7]S. L. Topalian, C. G. Drake, D. M. Pardoll, Immune checkpoint blockade: A common denominator approach to cancer therapy. Cancer Cell 27, 450– 461 (2015). 25858804 PMC4400238
  6. [8]S. C. Wei, C. R. Duffy, J. P. Allison, Fundamental mechanisms of immune checkpoint blockade therapy. Cancer Discov. 8, 1069– 1086 (2018). 30115704
  7. [9]A. Snyder, Genetic basis for clinical response to CTLA-4 blockade in melanoma. N. Engl. J. Med. 371, 2189– 2199 (2014). 25409260 PMC4315319
  8. [10]A. Omuro, Nivolumab with or without ipilimumab in patients with recurrent glioblastoma: Results from exploratory phase I cohorts of CheckMate 143. Neuro-oncol. 20, 674– 686 (2018). 29106665 PMC5892140
  9. [11]K. A. Schalper, Neoadjuvant nivolumab modifies the tumor immune microenvironment in resectable glioblastoma. Nat. Med. 25, 470– 476 (2019). 30742120
  10. [12]T. F. Cloughesy, Neoadjuvant anti-PD-1 immunotherapy promotes a survival benefit with intratumoral and systemic immune responses in recurrent glioblastoma. Nat. Med. 25, 477– 486 (2019). 30742122 PMC6408961
  11. [14]E. Bouffet, Immune checkpoint inhibition for hypermutant glioblastoma multiforme resulting from germline biallelic mismatch repair deficiency. J. Clin. Oncol. 34, 2206– 2211 (2016). 27001570
  12. [15]T. M. Johanns, Immunogenomics of hypermutated glioblastoma: A patient with germline POLE deficiency treated with checkpoint blockade immunotherapy. Cancer Discov. 6, 1230– 1236 (2016). 27683556 PMC5140283
  13. [16]H. M. Kluger, Long-term survival of patients with melanoma with active brain metastases treated with pembrolizumab on a phase II trial. J. Clin. Oncol. 37, 52– 60 (2019). 30407895 PMC6354772
  14. [17]E. Ladomersky, IDO1 inhibition synergizes with radiation and PD-1 blockade to durably increase survival against advanced glioblastoma. Clin. Cancer Res. 24, 2559– 2573 (2018). 29500275 PMC5984675
  15. [18]D. A. Reardon, Glioblastoma eradication following immune checkpoint blockade in an orthotopic, immunocompetent model. Cancer Immunol. Res. 4, 124– 135 (2016). 26546453
  16. [19]R. A. Buerki, Z. S. Chheda, H. Okada, Immunotherapy of primary brain tumors: Facts and hopes. Clin. Cancer Res. 24, 5198– 5205 (2018). 29871908 PMC6214775
  17. [20]L. Corrales, T. F. Gajewski, Molecular pathways: Targeting the stimulator of interferon genes (STING) in the immunotherapy of cancer. Clin. Cancer Res. 21, 4774– 4779 (2015). 26373573 PMC4750108
  18. [21]G. Berger, M. Marloye, S. E. Lawler, Pharmacological modulation of the STING pathway for cancer immunotherapy. Trends Mol. Med. 25, 412– 427 (2019). 30885429
  19. [23]M. Gomelsky, cAMP, c-di-GMP, c-di-AMP and now cGMP: Bacteria use them all! Mol. Microbiol. 79, 562– 565 (2011). 21255104 PMC3079424
  20. [25]S. R. Woo, STING-dependent cytosolic DNA sensing mediates innate immune recognition of immunogenic tumors. Immunity 41, 830– 842 (2014). 25517615 PMC4384884
  21. [26]M. S. Diamond, Type I interferon is selectively required by dendritic cells for immune rejection of tumors. J. Exp. Med. 208, 1989– 2003 (2011). 21930769 PMC3182061
  22. [28]J. Wu, Cyclic GMP-AMP is an endogenous second messenger in innate immune signaling by cytosolic DNA. Science 339, 826– 830 (2013). 23258412 PMC3855410
  23. [29]X. Zhang, The cytosolic DNA sensor cGAS forms an oligomeric complex with DNA and undergoes switch-like conformational changes in the activation loop. Cell Rep. 6, 421– 430 (2014). 24462292 PMC3969844
  24. [30]L. Sun, J. Wu, F. Du, X. Chen, Z. J. Chen, Cyclic GMP-AMP synthase is a cytosolic DNA sensor that activates the type I interferon pathway. Science 339, 786– 791 (2013). 23258413 PMC3863629
  25. [31]P. Gao, Structure-function analysis of STING activation by c[G(2′,5′)pA(3′,5′)p] and targeting by antiviral DMXAA. Cell 154, 748– 762 (2013). 23910378 PMC4386733
  26. [32]X. Zhang, Cyclic GMP-AMP containing mixed phosphodiester linkages is an endogenous high-affinity ligand for STING. Mol. Cell 51, 226– 235 (2013). 23747010 PMC3808999
  27. [33]T. Cavlar, T. Deimling, A. Ablasser, K. P. Hopfner, V. Hornung, Species-specific detection of the antiviral small-molecule compound CMA by STING. EMBO J. 32, 1440– 1450 (2013). 23604073 PMC3655471
  28. [34]E. J. Diner, The innate immune DNA sensor cGAS produces a noncanonical cyclic dinucleotide that activates human STING. Cell Rep. 3, 1355– 1361 (2013). 23707065 PMC3706192
  29. [35]K. Honda, A. Takaoka, T. Taniguchi, I. Type, Type I interferon [corrected] gene induction by the interferon regulatory factor family of transcription factors. Immunity 25, 349– 360 (2006). 16979567
  30. [36]K. Kato, H. Omura, R. Ishitani, Cyclic GMP-AMP is an endogenous second messenger in innate immune signaling by cytosolic DNA. Science 339, 826– 830 (2017). 28399655
  31. [37]G. N. Barber, STING-dependent cytosolic DNA sensing pathways. Trends Immunol. 35, 88– 93 (2014). 24309426
  32. [38]Y. Tanaka, Z. J. Chen, STING specifies IRF3 phosphorylation by TBK1 in the cytosolic DNA signaling pathway. Sci. Signal. 5, ra20 (2012). 22394562 PMC3549669
  33. [39]L. Corrales, Direct activation of STING in the tumor microenvironment leads to potent and systemic tumor regression and immunity. Cell Rep. 11, 1018– 1030 (2015). 25959818 PMC4440852
  34. [40]L. Li, Hydrolysis of 2′3′-cGAMP by ENPP1 and design of nonhydrolyzable analogs. Nat. Chem. Biol. 10, 1043– 1048 (2014). 25344812 PMC4232468
  35. [41]E. Curran, STING pathway activation stimulates potent immunity against acute myeloid leukemia. Cell Rep. 15, 2357– 2366 (2016). 27264175 PMC5116809
  36. [42]O. Demaria, STING activation of tumor endothelial cells initiates spontaneous and therapeutic antitumor immunity. Proc. Natl. Acad. Sci. U.S.A. 112, 15408– 15413 (2015). 26607445 PMC4687570
  37. [43]Q. Chen, L. Sun, Z. J. Chen, Regulation and function of the cGAS-STING pathway of cytosolic DNA sensing. Nat. Immunol. 17, 1142– 1149 (2016). 27648547
  38. [44]B. A. Flood, E. F. Higgs, S. Li, J. J. Luke, T. F. Gajewski, STING pathway agonism as a cancer therapeutic. Immunol. Rev. 290, 24– 38 (2019). 31355488 PMC6814203
  39. [45]T. Ohkuri, STING contributes to antiglioma immunity via triggering type I IFN signals in the tumor microenvironment. Cancer Immunol. Res. 2, 1199– 1208 (2014). 25300859 PMC4258479
  40. [46]T. Ohkuri, A. Ghosh, A. Kosaka, S. N. Sarkar, H. Okada, Protective role of STING against gliomagenesis: Rational use of STING agonist in anti-glioma immunotherapy. OncoImmunology 4, e999523 (2015). 26137417 PMC4485761
  41. [47]C. E. Boudreau, Intratumoral delivery of STING agonist results in clinical responses in canine glioblastoma. Clin. Cancer Res. 27, 5528– 5535 (2021). 34433652 PMC8989401
  42. [48]S. P. Williams, Indirubins decrease glioma invasion by blocking migratory phenotypes in both the tumor and stromal endothelial cell compartments. Cancer Res. 71, 5374– 5380 (2011). 21697283 PMC4288480
  43. [49]M. Campisi, Tumor-derived cGAMP regulates activation of the vasculature. Front. Immunol. 11, 2090 (2020). 33013881 PMC7507350
  44. [50]I. Cañadas, Tumor innate immunity primed by specific interferon-stimulated endogenous retroviruses. Nat. Med. 24, 1143– 1150 (2018). 30038220 PMC6082722
  45. [51]R. Falahat, A. Berglund, R. M. Putney, P. Perez-villarroel, S. Aoyama, Epigenetic reprogramming of tumor cell: Intrinsic STING function sculpts antigenicity and T cell recognition of melanoma. Proc. Natl. Acad. Sci. U.S.A. 118, e2013598118 (2021). 33827917 PMC8053941
  46. [54]S. Van Gassen, FlowSOM: Using self-organizing maps for visualization and interpretation of cytometry data. Cytometry A 87, 636– 645 (2015). 25573116
  47. [56]A. Abdullah, STING-mediated type-I interferons contribute to the neuroinflammatory process and detrimental effects following traumatic brain injury. J. Neuroinflammation 15, 323 (2018). 30463579 PMC6247615
  48. [57]C. J. Nicolai, NK cells mediate clearance of CD8+ T cell-resistant tumors in response to STING agonists. Sci. Immunol. 5, 2738 (2020). PMC7228660 32198222
  49. [58]A. M. Esteves, E. Papaevangelou, P. Dasgupta, C. Galustian, Combination of interleukin-15 with a STING agonist, ADU-S100 analog: A potential immunotherapy for prostate cancer. Front. Oncol. 11, 621550 (2021). 33777767 PMC7988118
  50. [59]V. Fensterl, G. C. Sen, Interferon-induced Ifit proteins: Their role in viral pathogenesis. J. Virol. 89, 2462– 2468 (2015). 25428874 PMC4325746
  51. [60]J. D. MacMicking, IFN-inducible GTPases and immunity to intracellular pathogens. Trends Immunol. 25, 601– 609 (2004). 15489189
  52. [61]A. M. Johnson, E. K. Kleczko, R. A. Nemenoff, Eicosanoids in cancer: New roles in immunoregulation. Front. Pharmacol. 11, 595498 (2020). 33364964 PMC7751756
  53. [62]S. D. Der, A. Zhou, B. R. G. Williams, R. H. Silverman, Identification of genes differentially regulated by interferon α, β, or γ using oligonucleotide arrays. Proc. Natl. Acad. Sci. U.S.A. 95, 15623– 15628 (1998). 9861020 PMC28094
  54. [63]T. Walzer, Identification, activation, and selective in vivo ablation of mouse NK cells via NKp46. Proc. Natl. Acad. Sci. U.S.A. 104, 3384– 3389 (2007). 17360655 PMC1805551
  55. [64]L. Gauthier, Multifunctional natural killer cell engagers targeting NKp46 trigger protective tumor immunity. Cell 177, 1701– 1713.e16 (2019). 31155232
  56. [65]H. Fang, CD94 expression patterns in reactive and neoplastic T-cell and NK-cell proliferations. Leuk. Res. 108, 106614 (2021). 33990003
  57. [66]R. M. Desai, S. T. Koshy, S. A. Hilderbrand, D. J. Mooney, N. S. Joshi, Versatile click alginate hydrogels crosslinked via tetrazine-norbornene chemistry. Biomaterials 50, 30– 37 (2015). 25736493
  58. [67]J. B. Iorgulescu, Concurrent dexamethasone limits the clinical benefit of immune checkpoint blockade in glioblastoma. Clin. Cancer Res. 27, 276– 287 (2021). 33239433 PMC8034990
  59. [68]J. K. Khalsa, Immune phenotyping of diverse syngeneic murine brain tumors identifies immunologically distinct types. Nat. Commun. 11, 3912 (2020). 32764562 PMC7411074
  60. [69]K. E. Smith, Cure of established GL261 mouse gliomas after combined immunotherapy with GM-CSF and IFNgamma is mediated by both CD8+ and CD4+ T-cells. Int. J. Cancer 124, 630– 637 (2009). 18972433
  61. [70]V. Genoud, Responsiveness to anti-PD-1 and anti-CTLA-4 immune checkpoint blockade in SB28 and GL261 mouse glioma models. OncoImmunology 7, e1501137 (2018). 30524896 PMC6279422
  62. [71]A. Marcus, Tumor-derived cGAMP triggers a STING-mediated interferon response in non-tumor cells to activate the NK cell response. Immunity 49, 754– 763.e4 (2018). 30332631 PMC6488306
  63. [72]T. Xia, H. Konno, G. N. Barber, Recurrent loss of STING signaling in melanoma correlates with susceptibility to viral oncolysis. Cancer Res. 76, 6747– 6759 (2016). 27680683
  64. [73]E. B. Vitner, Induction of the type I interferon response in neurological forms of Gaucher disease. J. Neuroinflammation 13, 104 (2016). 27175482 PMC4866012
  65. [74]Y. J. Crow, Mutations in the gene encoding the 3′-5′ DNA exonuclease TREX1 cause Aicardi-Goutières syndrome at the AGS1 locus. Nat. Genet. 38, 917– 920 (2006). 16845398
  66. [75]R. Field, S. Campion, C. Warren, C. Murray, C. Cunningham, Systemic challenge with the TLR3 agonist poly I:C induces amplified IFNalpha/β and IL-1β responses in the diseased brain and exacerbates chronic neurodegeneration. Brain Behav. Immun. 24, 996– 1007 (2010). 20399848 PMC3334265
  67. [76]Q. Li, Inhibition of double-strand DNA-sensing cGAS ameliorates brain injury after ischemic stroke. EMBO Mol. Med. 12, e11002 (2020). 32239625 PMC7136961
  68. [77]Z. Li, Brain transforms natural killer cells that exacerbate brain edema after intracerebral hemorrhage. J. Exp. Med. 217, e20200213 (2020). 32870258 PMC7526480
  69. [78]Z. Wang, cGAS/STING axis mediates a topoisomerase II inhibitor-induced tumor immunogenicity. J. Clin. Invest. 129, 4850– 4862 (2019). 31408442 PMC6819145
  70. [79]S. Kitajima, Suppression of STING associated with LKB1 loss in KRAS-driven lung cancer. Cancer Discov. 9, 34– 45 (2019). 30297358 PMC6328329
  71. [81]J. I. Ausman, W. R. Shapiro, D. P. Rall, Studies on the chemotherapy of experimental brain tumors: Development of an experimental model. Cancer Res. 30, 2394– 2400 (1970). 5475483
  72. [82]T. Szatmári, Detailed characterization of the mouse glioma 261 tumor model for experimental glioblastoma therapy. Cancer Sci. 97, 546– 553 (2006). 16734735 PMC11159227
  73. [83]Q. Chen, Carcinoma-astrocyte gap junctions promote brain metastasis by cGAMP transfer. Nature 533, 493– 498 (2016). 27225120 PMC5021195
  74. [84]A. M. Jeffries, I. Marriott, Human microglia and astrocytes express cGAS-STING viral sensing components. Neurosci. Lett. 658, 53– 56 (2017). 28830822 PMC5645252
  75. [85]A. Decout, J. D. Katz, S. Venkatraman, A. Ablasser, The cGAS-STING pathway as a therapeutic target in inflammatory diseases. Nat. Rev. Immunol. 21, 548– 569 (2021). 33833439 PMC8029610
  76. [86]L. Schadt, Cancer-cell-intrinsic cGAS expression mediates tumor immunogenicity. Cell Rep. 29, 1236– 1248.e7 (2019). 31665636
  77. [87]F. Ricklefs, Extracellular vesicles from high-grade glioma exchange diverse pro-oncogenic signals that maintain intratumoral heterogeneity. Cancer Res. 76, 2876– 2881 (2016). 27013191 PMC4873326
  78. [88]A. Lueckgen, Hydrolytically-degradable click-crosslinked alginate hydrogels. Biomaterials 181, 189– 198 (2018). 30086448
  79. [89]M. Cornwell, VIPER: Visualization pipeline for RNA-seq, a snakemake workflow for efficient and complete RNA-seq analysis. BMC Bioinformatics 19, 135 (2018). 29649993 PMC5897949
  80. [90]A. Dobin, STAR: Ultrafast universal RNA-seq aligner. Bioinformatics 29, 15– 21 (2013). 23104886 PMC3530905
  81. [91]M. I. Love, W. Huber, S. Anders, Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 15, 550 (2014). 25516281 PMC4302049
  82. [92]M. V. Kuleshov, Enrichr: A comprehensive gene set enrichment analysis web server 2016 update. Nucleic Acids Res. 44 (W1), W90– W97 (2016). 27141961 PMC4987924
  83. [93]G. Berger, K. Adu-Berchie, S. E. Lawler, STING activation promotes robust immune response and NK cell- mediated tumor regression in glioblastoma models. Series GSE206604. GEO. https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE206604. Deposited 21 June 2022. PMC9282249 35787058

Cited by

Sorted by citations

Authors
Berger, G., Knelson, E. H., Jimenez-Macias, J. L., Nowicki, M. O., Han, S., Panagioti, E., Lizotte, P. H., Adu-Berchie, K., Stafford, A., Dimitrakakis, N., Zhou, L., Chiocca, E. A., Mooney, D. J., Barbie, D. A., & Lawler, S. E.
Affiliations
  • Brigham and Women's Hospital (US)
  • Dana-Farber Cancer Institute (US)
  • Wyss Institute for Biologically Inspired Engineering, Harvard University, Cambridge, MA 02138
  • Harvard University (US)
  • Brown University (US)
Corresponding author
  • Berger, Gilles
  • Lawler, Sean E.
Venue
Proceedings of the National Academy of Sciences
Published
2022-07-05
Volume
119
Issue
28
Pages
e2111003119-e2111003119
ISSN
  • 0027-8424 (ISSN-L)
  • 1091-6490
OpenAlex
W4283824461
Cited by
179
References
9
Citations by year
2026: 48 · 2025: 60 · 2024: 34 · 2023: 31 · 2022: 6
FWCI
12.51
Type
journal article
Language
en
Open access
Locations
  • Proceedings of the National Academy of Sciences (publishedVersion, cc-by-nc-nd)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) (submittedVersion, other-oa)
Funders
  • Dana-Farber/Harvard Cancer Center (P30 CA 06516, 5 P30 CA06516, CA06516, NIH 5 P30 CA06516)
  • National Institutes of Health (5 P30 CA06516, CA06516, NIH 5 P30 CA06516)
  • National Cancer Institute (NIH5P30CA06516, CA06516, P30-CA06516, P30CA006516, 5-P30 CA06516)
Topics
  • Life Sciences › Immunology and Microbiology › Immunology › interferon and immune responses
  • Health Sciences › Medicine › Genetics › Glioma Diagnosis and Treatment
  • Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
Keywords
glioblastoma, STING pathway, ADU-S100, STING agonist, tumor microenvironment, natural killer cells, tumor regression, tumor immunosuppression, tumor vasculature, inflammatory macrophages, neutrophils, GL261, immunological memory, NK cell depletion, cancer immunotherapy
MeSH terms
STING Protein, Animals, Brain Neoplasms, Glioblastoma, Humans, Immunity, Immunotherapy, Killer Cells, Natural, Membrane Proteins, Mice, Tumor Microenvironment

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