The DOI matches its Crossref record; 4 of the 4 references it cites were found in a registry or an index.
Double-stranded DNA in exosomes: a novel biomarker in cancer detection
Open accessAbstract
Exosomes, small membrane vesicles (30-100 nm) of endocytic origin secreted by most cell types, contain functional biomolecules, which can be horizontally transferred to recipient cells 1 . Exosomes bear a specific protein and lipid composition, and carry a select set of functional mRNAs and microRNAs 2 . Recently, our group has shown that c-Met shed in exosomes can promote a proangiogenic and prometastatic phenotype in bone marrow-derived progenitor cells during melanoma progression 3 . In previous research, retrotransposon RNA transcripts, single-stranded DNA (ssDNA), mitochondrial DNA, and oncogene amplifications (i.e., c-myc) have been detected in microvesicles 4 , 5 , 6 . In this report, we provide evidence that tumor-derived exosomes carry double-stranded DNA (dsDNA), as demonstrated through two different approaches, using enzymatic methods (dsDNA-specific shrimp DNase) and physical/structural studies (atomic force microscopy, AFM). Furthermore, we show that exosomal DNA (exoDNA) represents the entire genome and reflects the mutational status of parental tumor cells. We also highlight the translational value of exoDNA in tumor-derived exosomes for its potential usefulness as a circulating biomarker in the early detection of cancer and metastasis. We demonstrate for the first time that the majority of DNA associated with tumor exosomes is double-stranded ( Figure 1A-1E ). Two types of DNA-specific detection assays were utilized to assess the nature and amount of DNA in three different cancer models including human chronic myeloid leukemia (K-562), human colorectal carcinoma (HCT116), and murine melanoma (B16-F10). One assay is based on the detection of DNA on agarose gels using highly sensitive SYBR Gold nucleic acid staining. The second assay is the QuantiFluor dsDNA Detection System, which uses fluorescent dye that binds specifically to dsDNA ( Supplementary information, Data S1 ). For both assays, we utilized DNases that specifically recognize and digest ssDNA (S1 nuclease) or dsDNA (Shrimp dsDNase). We first verified the specificity of S1 nuclease and dsDNase using purified ssDNA oligonucleotides and Lambda dsDNA as substrates ( Supplementary information, Figure S1A ). Slight non-specificity of S1 nuclease towards dsDNA was observed. First, to analyze whether DNA is associated with the outer membrane and/or inside exosomes, we extracted DNA from either intact exosomes or exosomes pre-treated with DNases. Remarkably, we observed no change in the pattern of DNA isolated from samples pre-treated with S1 nuclease versus untreated samples ( Figure 1A , lane 2 vs lane 5), whereas exosomes pre-treated with dsDNase showed a strong reduction in DNA species greater than 2.5 kb in size and an enrichment of DNA between 100 bp and 2.5 kb ( Figure 1A , lane 2 vs lane 8). This indicates that the majority of external exoDNA is dsDNA with a larger size (> 2.5 kb) in comparison to internal exoDNA. Genomic DNA (gDNA) was used as a control for DNase digestion ( Figure 1A , lanes 11-13). Figure 1 Identification and characterization of exoDNA and its potential use as a diagnostic tool. (A) Equal amounts of DNA extracted from K-562 exosomes, which were untreated (Set a), pre-treated with S1 nuclease (Set b) or dsDNase (Set c), were digested with either S1 nuclease (lanes 3, 6 and 9) or dsDNase (lanes 4, 7 and 10). Digestion of gDNA (Set d) with S1 nuclease (lane 12) or dsDNase (lane 13) serves as controls. (B , C) Analysis of internal exoDNA isolated from HCT116 (B) and B16-F10 (C) after removal of external exoDNA as in A . The results are representative of 2-3 experiments performed independently. (D) AFM image of exoDNA. ExoDNA was extracted from K-562 cells and absorbed on a mica surface in the presence of 5 mM Mg 2+ . Scale bar, 500 nm. (E) Internal exoDNA was extracted from exosomes secreted by different types of cancer cell lines, including melanoma (B16-F10), pancreatic cancer (Pan02, Pan02 H3, PANC-1, AsPC-1, BXPC-3 and HPAF-II), breast cancer (MDA-MB-231 and MDA-MB-4175), lung cancer (H1650 and H1975), and leukemia (NB-4), and digested with dsDNase. Abundance of dsDNA inside the exosomes, before and after digestion with dsDNase, was expressed as “nanogram of DNA per microgram of exo-Protein”. (F) Circular view of the readings of fragments along each chromosome in the whole-genome sequencing analysis of exoDNA isolated from murine melanoma B16-F10 cell-derived exosomes. (G) ExoDNA represents gDNA shown by comparative genomic hybridization array analysis of B16-F10 exoDNA vs gDNA. (H - J) Mutational analysis of exoDNA. BRAF(V600E) mutation in exoDNA isolated from either cultured melanoma cell lines (H) or circulating exoDNA isolated from SK-MEL-28 melanoma-bearing mice (J) was detected by AS-PCR analysis. gDNA isolated from SK-MEL-28 and SK-MEL-103 cells serves as a positive and negative control, respectively, for V600E mutation (WT (V) and mutant (E) alleles). Arrow indicates the size of expected PCR products. AS-P
Overview
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
Verification
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.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Valadi, H., Ekström, K., Bossios, A., Sjöstrand, M., Lee, J. J., & Lötvall, J. O. (2007) · Nature Cell Biology · doi:10.1038/ncb1596 · Cited by 12,834
Lynch, T. J., Bell, D. W., Sordella, R., Gurubhagavatula, S., Okimoto, R. A., Brannigan, B. W., Harris, P. L., Haserlat, S. M., Supko, J. G., Haluska, F. G., et al. (2004) · New England Journal of Medicine · doi:10.1056/nejmoa040938 · Cited by 11,486
Mutations of the BRAF gene in human cancer
Davies, H., Bignell, G. R., Cox, C., Stephens, P., Edkins, S., Clegg, S., Teague, J., Woffendin, H., Garnett, M. J., Bottomley, W., et al. (2002) · Nature · doi:10.1038/nature00766 · Cited by 10,674
EGFR Mutations in Lung Cancer: Correlation with Clinical Response to Gefitinib Therapy
Paez, J. G., Jänne, P. A., Lee, J. C., Tracy, S., Greulich, H., Gabriel, S., Herman, P., Kaye, F. J., Lindeman, N., Boggon, T. J., et al. (2004) · Science · doi:10.1126/science.1099314 · Cited by 9,368
Cited by
The biology , function , and biomedical applications of exosomes
Kalluri, R., & LeBleu, V. S. (2020) · Science · doi:10.1126/science.aau6977 · Cited by 10,770
“Some studies have suggested that small amounts of DNA can be found in exosomes and that this DNA can be of value in detecting cancer-associated mutations in serum exosomes ( 185 – 188 ).”
Shedding light on the cell biology of extracellular vesicles
van Niel, G., D'Angelo, G., & Raposo, G. (2018) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm.2017.125 · Cited by 8,369
Biological properties of extracellular vesicles and their physiological functions
Yáñez‐Mó, M., Siljander, P. R. ‐., Andreu, Z., Bedina Zavec, A., Borràs, F. E., Buzas, E. I., Buzas, K., Casal, E., Cappello, F., Carvalho, J., et al. (2015) · Journal of Extracellular Vesicles · doi:10.3402/jev.v4.27066 · Cited by 5,926
Tumour exosome integrins determine organotropic metastasis
Hoshino, A., Costa-Silva, B., Shen, T.-L., Rodrigues, G., Hashimoto, A., Tesic Mark, M., Molina, H., Kohsaka, S., Di Giannatale, A., Ceder, S., et al. (2015) · Nature · doi:10.1038/nature15756 · Cited by 5,101
Self-citationWelsh, J. A., Goberdhan, D. C. I., O'Driscoll, L., Buzas, E. I., Blenkiron, C., Bussolati, B., Cai, H., Di Vizio, D., Driedonks, T. A. P., Erdbrügger, U., et al. (2024) · Journal of Extracellular Vesicles · doi:10.1002/jev2.12404 · Cited by 4,663
Liquid biopsies come of age: Towards implementation of circulating tumour DNA
Wan, J. C. M., Massie, C., Garcia-Corbacho, J., Mouliere, F., Brenton, J. D., Caldas, C., Pacey, S., Baird, R., & Rosenfeld, N. (2017) · Nature Reviews Cancer · doi:10.1038/nrc.2017.7 · Cited by 2,809
Pancreatic cancer exosomes initiate pre-metastatic niche formation in the liver
Costa-Silva, B., Aiello, N. M., Ocean, A. J., Singh, S., Zhang, H., Thakur, B. K., Becker, A., Hoshino, A., Mark, M. T., Molina, H., et al. (2015) · Nature Cell Biology · doi:10.1038/ncb3169 · Cited by 2,692
Self-citationPegtel, D. M., & Gould, S. J. (2019) · Annual Review of Biochemistry · doi:10.1146/annurev-biochem-013118-111902 · Cited by 2,682
Extracellular Vesicles in Cancer: Cell-to-Cell Mediators of Metastasis
Becker, A., Thakur, B. K., Weiss, J. M., Kim, H. S., Peinado, H., & Lyden, D. (2016) · Cancer Cell · doi:10.1016/j.ccell.2016.10.009 · Cited by 2,003
Self-citationTumor microenvironment complexity and therapeutic implications at a glance
Baghban, R., Roshangar, L., Jahanban-Esfahlan, R., Seidi, K., Ebrahimi-Kalan, A., Jaymand, M., Kolahian, S., Javaheri, T., & Zare, P. (2020) · Cell Communication and Signaling · doi:10.1186/s12964-020-0530-4 · Cited by 1,784
Current and future perspectives of liquid biopsies in genomics-driven oncology
Heitzer, E., Haque, I. S., Roberts, C. E. S., & Speicher, M. R. (2019) · Nature Reviews Genetics · doi:10.1038/s41576-018-0071-5 · Cited by 1,557
Clinical Applications of Circulating Tumor Cells and Circulating Tumor DNA as Liquid Biopsy
Alix-Panabières, C., & Pantel, K. (2016) · Cancer Discovery · doi:10.1158/2159-8290.cd-15-1483 · Cited by 1,394
Franceschi, C., Garagnani, P., Vitale, G., Capri, M., & Salvioli, S. (2017) · Trends in Endocrinology & Metabolism · doi:10.1016/j.tem.2016.09.005 · Cited by 997
Exosomes in cancer development, metastasis, and immunity
Zhang, L., & Yu, D. (2019) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2019.04.004 · Cited by 870
Origins, structures, and functions of circulating DNA in oncology
Thierry, A. R., El Messaoudi, S., Gahan, P. B., Anker, P., & Stroun, M. (2016) · Cancer and Metastasis Reviews · doi:10.1007/s10555-016-9629-x · Cited by 818
Exosomes maintain cellular homeostasis by excreting harmful DNA from cells
Takahashi, A., Okada, R., Nagao, K., Kawamata, Y., Hanyu, A., Yoshimoto, S., Takasugi, M., Watanabe, S., Kanemaki, M. T., Obuse, C., et al. (2017) · Nature Communications · doi:10.1038/ncomms15287 · Cited by 761
Kou, M., Huang, L., Yang, J., Chiang, Z., Chen, S., Liu, J., Guo, L., Zhang, X., Zhou, X., Xu, X., et al. (2022) · Cell Death & Disease · doi:10.1038/s41419-022-05034-x · Cited by 640
Exosome Processing and Characterization Approaches for Research and Technology Development
Lai, J. J., Chau, Z. L., Chen, S., Hill, J. J., Korpany, K. V., Liang, N., Lin, L., Lin, Y., Liu, J. K., Liu, Y., et al. (2022) · Advanced Science · doi:10.1002/advs.202103222 · Cited by 623
Meng, W., He, C., Hao, Y., Wang, L., Li, L., & Zhu, G. (2020) · Drug Delivery · doi:10.1080/10717544.2020.1748758 · Cited by 592
Review on Strategies and Technologies for Exosome Isolation and Purification
Chen, J., Li, P., Zhang, T., Xu, Z., Huang, X., Wang, R., & Du, L. (2022) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2021.811971 · Cited by 585
The emerging role of cell-free DNA as a molecular marker for cancer management
Bronkhorst, A. J., Ungerer, V., & Holdenrieder, S. (2019) · Biomolecular Detection and Quantification · doi:10.1016/j.bdq.2019.100087 · Cited by 566
Evidence-Based Clinical Use of Nanoscale Extracellular Vesicles in Nanomedicine
Fais, S., O’Driscoll, L., Borras, F. E., Buzas, E., Camussi, G., Cappello, F., Carvalho, J., Cordeiro da Silva, A., Del Portillo, H., El Andaloussi, S., et al. (2016) · ACS Nano · doi:10.1021/acsnano.5b08015 · Cited by 481
Liquid Biopsies, What We Do Not Know (Yet)
Bardelli, A., & Pantel, K. (2017) · Cancer Cell · doi:10.1016/j.ccell.2017.01.002 · Cited by 482
Extracellular vesicles in neurodegenerative disease — pathogenesis to biomarkers
Thompson, A. G., Gray, E., Heman-Ackah, S. M., Mäger, I., Talbot, K., Andaloussi, S. E., Wood, M. J., & Turner, M. R. (2016) · Nature Reviews Neurology · doi:10.1038/nrneurol.2016.68 · Cited by 431
Mitochondria Know No Boundaries: Mechanisms and Functions of Intercellular Mitochondrial Transfer
Torralba, D., Baixauli, F., & Sánchez-Madrid, F. (2016) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2016.00107 · Cited by 440
Exosomes in cancer development and clinical applications
Tai, Y., Chen, K., Hsieh, J., & Shen, T. (2018) · Cancer Science · doi:10.1111/cas.13697 · Cited by 426
Regulation of cargo selection in exosome biogenesis and its biomedical applications in cancer
Lee, Y. J., Shin, K. J., & Chae, Y. C. (2024) · Experimental & Molecular Medicine · doi:10.1038/s12276-024-01209-y · Cited by 427
Exosomes in the tumor microenvironment as mediators of cancer therapy resistance
Li, I., & Nabet, B. Y. (2019) · Molecular Cancer · doi:10.1186/s12943-019-0975-5 · Cited by 416
Mechanisms associated with biogenesis of exosomes in cancer
McAndrews, K. M., & Kalluri, R. (2019) · Molecular Cancer · doi:10.1186/s12943-019-0963-9 · Cited by 394
Exosomes Shuttle TREX1-Sensitive IFN-Stimulatory dsDNA from Irradiated Cancer Cells to DCs
Diamond, J. M., Vanpouille-Box, C., Spada, S., Rudqvist, N.-P., Chapman, J. R., Ueberheide, B. M., Pilones, K. A., Sarfraz, Y., Formenti, S. C., & Demaria, S. (2018) · Cancer Immunology Research · doi:10.1158/2326-6066.cir-17-0581 · Cited by 358
Iraci, N., Leonardi, T., Gessler, F., Vega, B., & Pluchino, S. (2016) · International Journal of Molecular Sciences · doi:10.3390/ijms17020171 · Cited by 301
Internalization of Exosomes through Receptor-Mediated Endocytosis
Gonda, A., Kabagwira, J., Senthil, G. N., & Wall, N. R. (2019) · Molecular Cancer Research · doi:10.1158/1541-7786.mcr-18-0891 · Cited by 296
The function and clinical application of extracellular vesicles in innate immune regulation
Zhou, X., Xie, F., Wang, L., Zhang, L., Zhang, S., Fang, M., & Zhou, F. (2020) · Cellular & Molecular Immunology · doi:10.1038/s41423-020-0391-1 · Cited by 294
Mesenchymal stem cell-derived exosomes: a new therapeutic approach to osteoarthritis?
Mianehsaz, E., Mirzaei, H. R., Mahjoubin-Tehran, M., Rezaee, A., Sahebnasagh, R., Pourhanifeh, M. H., Mirzaei, H., & Hamblin, M. R. (2019) · Stem Cell Research & Therapy · doi:10.1186/s13287-019-1445-0 · Cited by 274
Yang, S., Che, S. P. Y., Kurywchak, P., Tavormina, J. L., Gansmo, L. B., Correa de Sampaio, P., Tachezy, M., Bockhorn, M., Gebauer, F., Haltom, A. R., et al. (2017) · Cancer Biology & Therapy · doi:10.1080/15384047.2017.1281499 · Cited by 248
García-Romero, N., Carrión-Navarro, J., Esteban-Rubio, S., Lázaro-Ibáñez, E., Peris-Celda, M., Alonso, M. M., Guzmán-De-Villoria, J., Fernández-Carballal, C., de Mendivil, A. O., García-Duque, S., et al. (2017) · Oncotarget · doi:10.18632/oncotarget.13635 · Cited by 230
Current Progresses of Exosomes as Cancer Diagnostic and Prognostic Biomarkers
Huang, T., & Deng, C.-X. (2019) · International Journal of Biological Sciences · doi:10.7150/ijbs.27796 · Cited by 228
Li, M.-Y., Liu, L.-Z., & Dong, M. (2021) · Molecular Cancer · doi:10.1186/s12943-021-01312-y · Cited by 215
Acquired RAS or EGFR mutations and duration of response to EGFR blockade in colorectal cancer
Van Emburgh, B. O., Arena, S., Siravegna, G., Lazzari, L., Crisafulli, G., Corti, G., Mussolin, B., Baldi, F., Buscarino, M., Bartolini, A., et al. (2016) · Nature Communications · doi:10.1038/ncomms13665 · Cited by 214
Extracellular Vesicles in Blood: Sources, Effects, and Applications
Alberro, A., Iparraguirre, L., Fernandes, A., & Otaegui, D. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22158163 · Cited by 170
Antibiotic-induced release of small extracellular vesicles (exosomes) with surface-associated DNA
Németh, A., Orgovan, N., Sódar, B. W., Osteikoetxea, X., Pálóczi, K., Szabó-Taylor, K. É., Vukman, K. V., Kittel, Á., Turiák, L., Wiener, Z., et al. (2017) · Scientific Reports · doi:10.1038/s41598-017-08392-1 · Cited by 146
Clinical applications for exosomes: Are we there yet?
Perocheau, D., Touramanidou, L., Gurung, S., Gissen, P., & Baruteau, J. (2021) · British Journal of Pharmacology · doi:10.1111/bph.15432 · Cited by 123
Research progress of CTC, ctDNA, and EVs in cancer liquid biopsy
Wang, X., Wang, L., Lin, H., Zhu, Y., Huang, D., Lai, M., Xi, X., Huang, J., Zhang, W., & Zhong, T. (2024) · Frontiers in Oncology · doi:10.3389/fonc.2024.1303335 · Cited by 112
Self-citationJovičić, A., & Gitler, A. D. (2017) · PLOS ONE · doi:10.1371/journal.pone.0171418 · Cited by 86
The Contrasting Role of Extracellular Vesicles in Vascular Inflammation and Tissue Repair
Oggero, S., Austin-Williams, S., & Norling, L. V. (2019) · Frontiers in Pharmacology · doi:10.3389/fphar.2019.01479 · Cited by 85
Biopsy-free circulating tumor DNA assay identifies actionable mutations in lung cancer
Villaflor, V., Won, B., Nagy, R., Banks, K., Lanman, R. B., Talasaz, A., & Salgia, R. (2016) · Oncotarget · doi:10.18632/oncotarget.11801 · Cited by 75
Multifunctional role of exosomes in viral diseases: From transmission to diagnosis and therapy
Chaudhari, P., Ghate, V., Nampoothiri, M., & Lewis, S. (2022) · Cellular Signalling · doi:10.1016/j.cellsig.2022.110325 · Cited by 72
Exosomes: a promising avenue for cancer diagnosis beyond treatment
Wang, Z., Wang, Q., Qin, F., & Chen, J. (2024) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2024.1344705 · Cited by 66
Fuller, O. K., Whitham, M., Mathivanan, S., & Febbraio, M. A. (2020) · Cells · doi:10.3390/cells9102182 · Cited by 60
Therapeutic and Diagnostic Potential of Exosomes as Drug Delivery Systems in Brain Cancer
Avgoulas, D. I., Tasioulis, K. S., Papi, R. M., & Pantazaki, A. A. (2023) · Pharmaceutics · doi:10.3390/pharmaceutics15051439 · Cited by 57
Recent advances in microfluidic methods in cancer liquid biopsy
Iliescu, F. S., Poenar, D. P., Yu, F., Ni, M., Chan, K. H., Cima, I., Taylor, H. K., Cima, I., & Iliescu, C. (2019) · Biomicrofluidics · doi:10.1063/1.5087690 · Cited by 51
Loch-Neckel, G., Matos, A. T., Vaz, A. R., & Brites, D. (2022) · Frontiers in Pharmacology · doi:10.3389/fphar.2022.839790 · Cited by 46
Baek, A. E., Krawczynska, N., Das Gupta, A., Dvoretskiy, S. V., You, S., Park, J., Deng, Y.-H., Sorrells, J. E., Smith, B. P., Ma, L., et al. (2021) · Endocrinology · doi:10.1210/endocr/bqab095 · Cited by 43
Rabelo Melo, F., Santosh Martin, S., Sommerhoff, C. P., & Pejler, G. (2019) · Cell Death & Disease · doi:10.1038/s41419-019-1879-4 · Cited by 41
Liquid biopsy: creating opportunities in brain space
Trivedi, R., & Bhat, K. P. (2023) · British Journal of Cancer · doi:10.1038/s41416-023-02446-0 · Cited by 27
Diagnostic Potential of Exosomal microRNAs in Colorectal Cancer
Dohmen, J., Semaan, A., Kobilay, M., Zaleski, M., Branchi, V., Schlierf, A., Hettwer, K., Uhlig, S., Hartmann, G., Kalff, J. C., et al. (2022) · Diagnostics · doi:10.3390/diagnostics12061413 · Cited by 24
Liu, Y., Xia, Y., Smollar, J., Mao, W., & Wan, Y. (2021) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2021.188539 · Cited by 23
Lan, M., Zhu, X.-P., Cao, Z.-Y., Liu, J.-M., Lin, Q., & Liu, Z.-L. (2018) · Journal of Bone Oncology · doi:10.1016/j.jbo.2018.07.010 · Cited by 19
Implementing biological markers as a tool to guide clinical care of patients with pancreatic cancer
Iovanna, J. (2021) · Translational Oncology · doi:10.1016/j.tranon.2020.100965 · Cited by 18
Extracellular DNA as potential contributors to pathological calcification
Niu, L., Zhu, Y., Wan, M., Wang, C., Hao, X., Song, J., Lei, C., Qin, Z., Tay, F., & Niu, L. (2024) · Interdisciplinary Medicine · doi:10.1002/inmd.20230061 · Cited by 16
Metadata
- Authors
- Thakur, B. K., Zhang, H., Becker, A., Matei, I., Huang, Y., Costa-Silva, B., Zheng, Y., Hoshino, A., Brazier, H., Xiang, J., Williams, C., Rodriguez-Barrueco, R., Silva, J. M., Zhang, W., Hearn, S., Elemento, O., Paknejad, N., Manova-Todorova, K., Welte, K., Bromberg, J., Peinado, H., & Lyden, D.
- Venue
- Cell Research
- Published
- 2014-04-08
- Volume
- 24
- Issue
- 6
- Pages
- 766-769
- ISSN
- 1001-0602 (ISSN-L)
- 1748-7838
- OpenAlex
- W4230882199
- Cited by
- 1,596
- References
- 4
- FWCI
- 35.04
- Type
- journal article
- Language
- en
- Open access
- hybrid
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
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.