Analysis of Circulating Tumor DNA to Monitor Metastatic Breast Cancer
Open accessAbstract
BACKGROUND: The management of metastatic breast cancer requires monitoring of the tumor burden to determine the response to treatment, and improved biomarkers are needed. Biomarkers such as cancer antigen 15-3 (CA 15-3) and circulating tumor cells have been widely studied. However, circulating cell-free DNA carrying tumor-specific alterations (circulating tumor DNA) has not been extensively investigated or compared with other circulating biomarkers in breast cancer. METHODS: We compared the radiographic imaging of tumors with the assay of circulating tumor DNA, CA 15-3, and circulating tumor cells in 30 women with metastatic breast cancer who were receiving systemic therapy. We used targeted or whole-genome sequencing to identify somatic genomic alterations and designed personalized assays to quantify circulating tumor DNA in serially collected plasma specimens. CA 15-3 levels and numbers of circulating tumor cells were measured at identical time points. RESULTS: Circulating tumor DNA was successfully detected in 29 of the 30 women (97%) in whom somatic genomic alterations were identified; CA 15-3 and circulating tumor cells were detected in 21 of 27 women (78%) and 26 of 30 women (87%), respectively. Circulating tumor DNA levels showed a greater dynamic range, and greater correlation with changes in tumor burden, than did CA 15-3 or circulating tumor cells. Among the measures tested, circulating tumor DNA provided the earliest measure of treatment response in 10 of 19 women (53%). CONCLUSIONS: This proof-of-concept analysis showed that circulating tumor DNA is an informative, inherently specific, and highly sensitive biomarker of metastatic breast cancer. (Funded by Cancer Research UK and others.).
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?
Vertebrate-specific chromatin complexes such as the HUSH complex can be major regulators of the LINE-1 family of retrotransposons.
“it has recently become apparent that vertebrate specific chromatin complexes such as the HUSH complex can be major regulators of the LINE-1 family of retrotransposons 218,219 .”
From The roles of DNA, RNA and histone methylation in ageing and cancer (2019) · cites this paper as [219]
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
An Introduction to the Bootstrap
Efron, B., & Tibshirani, R. J. (1994) · doi:10.1201/9780429246593 · Cited by 40,500 · see citing works
New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1)
Eisenhauer, E. A., Therasse, P., Bogaerts, J., Schwartz, L. H., Sargent, D., Ford, R., Dancey, J., Arbuck, S., Gwyther, S., Mooney, M., et al. (2009) · European Journal of Cancer · doi:10.1016/j.ejca.2008.10.026 · Cited by 29,534 · see citing works
Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008
Ferlay, J., Shin, H.-R., Bray, F., Forman, D., Mathers, C., & Parkin, D. M. (2010) · International Journal of Cancer · doi:10.1002/ijc.25516 · Cited by 22,207 · see citing works
An Introduction to the Bootstrap
Efron, B., & Tibshirani, R. J. (1993) · doi:10.1007/978-1-4899-4541-9 · Cited by 21,230 · see citing works
Comprehensive molecular portraits of human breast tumours
The Cancer Genome Atlas Network (2012) · Nature · doi:10.1038/nature11412 · Cited by 12,129 · see citing works
The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups
METABRIC Group, Curtis, C., Shah, S. P., Chin, S.-F., Turashvili, G., Rueda, O. M., Dunning, M. J., Speed, D., Lynch, A. G., Samarajiwa, S., et al. (2012) · Nature · doi:10.1038/nature10983 · Cited by 6,097 · see citing works
Self-citationCirculating Tumor Cells, Disease Progression, and Survival in Metastatic Breast Cancer
Cristofanilli, M., Budd, G. T., Ellis, M. J., Stopeck, A., Matera, J., Miller, M. C., Reuben, J. M., Doyle, G. V., Allard, W. J., Terstappen, L. W. M. M., et al. (2004) · New England Journal of Medicine · doi:10.1056/nejmoa040766 · Cited by 4,602 · see citing works
Cox’s regression model for counting processes: A large sample study
Andersen, P. K., & Gill, R. D. (1982) · The Annals of Statistics · doi:10.1214/aos/1176345976 · Cited by 4,419 · see citing works
Isolation of rare circulating tumour cells in cancer patients by microchip technology
Nagrath, S., Sequist, L. V. D., Maheswaran, S., Bell, D. W., Irimia, D., Ulkus, L., Smith, M. R., Kwak, E. L., Digumarthy, S. R., Muzikansky, A., et al. (2007) · Nature · doi:10.1038/nature06385 · Cited by 3,565 · see citing works
Cell-free nucleic acids as biomarkers in cancer patients
Schwarzenbach, H., Hoon, D. S. �., & Pantel, K. (2011) · Nature reviews. Cancer · doi:10.1038/nrc3066 · Cited by 2,897 · see citing works
Circulating mutant DNA to assess tumor dynamics
Diehl, F., Schmidt, K., Choti, M. A., Romans, K. E., Goodman, S. N., Li, M., Thornton, K. A., Agrawal, N., Sokoll, L. J., Szabo, S., et al. (2008) · Nature Medicine · doi:10.1038/nm.1789 · Cited by 2,747 · see citing works
COSMIC: mining complete cancer genomes in the Catalogue of Somatic Mutations in Cancer
Forbes, S. A., Bindal, N., Bamford, S., Cole, C., Kok, C. Y., Beare, D., Jia, M., Shepherd, R., Leung, K., Menzies, A., et al. (2011) · Nucleic Acids Research · doi:10.1093/nar/gkq929 · Cited by 2,278 · see citing works
Harris, L. N., Fritsche, H. A., Mennel, R. G., Norton, L., Ravdin, P. M., Taube, S. E., Somerfield, M. R., Hayes, D. F., & Bast, R. C. (2007) · Journal of Clinical Oncology · doi:10.1200/jco.2007.14.2364 · Cited by 2,214 · see citing works
The clonal and mutational evolution spectrum of primary triple-negative breast cancers
Shah, S. P., Roth, A., Goya, R., Oloumi, A., Ha, G., Zhao, Y., Turashvili, G., Ding, J., Tse, K., Haffari, G., et al. (2012) · Nature · doi:10.1038/nature10933 · Cited by 1,967 · see citing works
Self-citationEmergence of KRAS mutations and acquired resistance to anti-EGFR therapy in colorectal cancer
Misale, S., Yaeger, R., Hobor, S., Scala, E., Janakiraman, M., Liska, D., Valtorta, E., Schiavo, R., Buscarino, M., Siravegna, G., et al. (2012) · Nature · doi:10.1038/nature11156 · Cited by 1,889 · see citing works
Vogelstein, B., & Kinzler, K. W. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.16.9236 · Cited by 1,770 · see citing works
The molecular evolution of acquired resistance to targeted EGFR blockade in colorectal cancers
Diaz Jr, L. A., Williams, R. T., Wu, J., Kinde, I., Hecht, J. R., Berlin, J., Allen, B., Bozic, I., Reiter, J. G., Nowak, M. A., et al. (2012) · Nature · doi:10.1038/nature11219 · Cited by 1,713 · see citing works
The landscape of cancer genes and mutational processes in breast cancer
Stephens, P. J., Tarpey, P. S., Davies, H. R., Loo, P. V., Greenman, C., Wedge, D. C., Nik‐Zainal, S., Martin, S., Varela, I., Bignell, G. R., et al. (2012) · Nature · doi:10.1038/nature11017 · Cited by 1,686 · see citing works
Self-citationForshew, T., Murtaza, M., Parkinson, C., Gale, D. G., Tsui, D. W. Y., Kaper, F., Dawson, S., Piskorz, A., Jimenez‐Liñan, M., Bentley, D., et al. (2012) · Science Translational Medicine · doi:10.1126/scitranslmed.3003726 · Cited by 1,298 · see citing works
Self-citationDetection and quantification of rare mutations with massively parallel sequencing
Kinde, I., Wu, J., Papadopoulos, N., Kinzler, K. W., & Vogelstein, B. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1105422108 · Cited by 1,205 · see citing works
Sequence analysis of mutations and translocations across breast cancer subtypes
Banerji, S. O., Cibulskis, K., Rangel‐Escareño, C., Brown, K., Carter, S. L., Frederick, A. M., Lawrence, M. S., Sivachenko, A., Sougnez, C. L., Zou, L., et al. (2012) · Nature · doi:10.1038/nature11154 · Cited by 1,181 · see citing works
Detection, clinical relevance and specific biological properties of disseminating tumour cells
Pantel, K., Brakenhoff, R. H., & Brandt, B. (2008) · Nature reviews. Cancer · doi:10.1038/nrc2375 · Cited by 1,119 · see citing works
Whole-genome analysis informs breast cancer response to aromatase inhibition
Ellis, M. J., Ding, L., Shen, D., Luo, J. R., Suman, V. J., Wallis, J. W., Tine, B. A. V., Hoog, J., Goiffon, R., Goldstein, T. C., et al. (2012) · Nature · doi:10.1038/nature11143 · Cited by 1,023 · see citing works
Complex landscapes of somatic rearrangement in human breast cancer genomes
Stephens, P. J., McBride, D. J., Lin, M., Varela, I., Pleasance, E., Simpson, J. T., Stebbings, L. A., Leroy, C., Edkins, S., Mudie, L. J., et al. (2009) · Nature · doi:10.1038/nature08645 · Cited by 833 · see citing works
Leary, R. J., Sausen, M., Kinde, I., Papadopoulos, N., Carpten, J. D., Craig, D. W., O’Shaughnessy, J., Kinzler, K. W., Parmigiani, G., Vogelstein, B., et al. (2012) · Science Translational Medicine · doi:10.1126/scitranslmed.3004742 · Cited by 634 · see citing works
Development of Personalized Tumor Biomarkers Using Massively Parallel Sequencing
Leary, R. J., Kinde, I., Diehl, F., Schmidt, K., Clouser, C., Duncan, C., Antipova, A. A., Lee, C. C., McKernan, K. J., Vega, F. M. D. L., et al. (2010) · Science Translational Medicine · doi:10.1126/scitranslmed.3000702 · Cited by 517 · see citing works
Chan, K. A., Jiang, P., Zheng, Y. W. L., Liao, G. J. W., Sun, H., Wong, J., Siu, S. S. N., Chan, W. C., Chan, S. L., Chan, A. T. �., et al. (2012) · Clinical Chemistry · doi:10.1373/clinchem.2012.196014 · Cited by 490 · see citing works
Gormally, E., Caboux, É., Vineis, P., & Hainaut, P. L. (2007) · Mutation Research/Reviews in Mutation Research · doi:10.1016/j.mrrev.2006.11.002 · Cited by 444 · see citing works
Digital PCR for the molecular detection of fetal chromosomal aneuploidy
Lo, Y. M. D., Lun, F. M. F., Chan, K. C. A., Tsui, N. B. Y., Chong, K. C., Lau, T. K., Leung, T. Y., Zee, B. C.-Y., Cantor, C. R., & Chiu, R. W. K. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0705765104 · Cited by 434 · see citing works
Yung, T., Chan, K. C. A., Mok, T. S. K., TONG, J. H. M., To, K., & Lo, Y. M. D. (2009) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-08-2622 · Cited by 381 · see citing works
CA 15-3: Uses and limitation as a biomarker for breast cancer
Duffy, M. J., Evoy, D., & McDermott, E. (2010) · Clinica Chimica Acta · doi:10.1016/j.cca.2010.08.039 · Cited by 373 · see citing works
Detection of Tumor PIK3CA Status in Metastatic Breast Cancer Using Peripheral Blood
Higgins, M. J., Jelovac, D., Barnathan, E., Blair, B., Slater, S. A., Powers, P., Zorzi, J., Jeter, S. C., Oliver, G. R., Fetting, J. H., et al. (2012) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-11-2696 · Cited by 310 · see citing works
Pierga, J., Hajage, D., Bachelot, T., Delaloge, S., Brain, E. G. C., Campone, M., Dieras, V. C., Rolland, E., Mignot, L., Mathiot, C., et al. (2011) · Annals of Oncology · doi:10.1093/annonc/mdr263 · Cited by 281 · see citing works
Lianidou, E. S., & Markou, A. N. (2011) · Clinical Chemistry · doi:10.1373/clinchem.2011.165068 · Cited by 265 · see citing works
McBride, D. J., Orpana, A., Sotiriou, C. P., Joensuu, H., Stephens, P. J., Mudie, L. J., Hämäläinen, E., Stebbings, L. A., Andersson, L. C., Flanagan, A. M., et al. (2010) · Genes Chromosomes and Cancer · doi:10.1002/gcc.20815 · Cited by 194 · see citing works
Detecting tumor-related alterations in plasma or serum DNA of patients diagnosed with breast cancer.
Chen, X., Bonnefoi, H. R., Diebold‐Berger, S., Lyautey, J., Lederrey, C., Faltin-Traub, E. F., Stroun, M., & Anker, P. (1999) · PubMed · Cited by 193 · see citing works
Genomic analysis of circulating cell-free DNA infers breast cancer dormancyPreprint
Shaw, J., Page, K., Blighe, K., Hava, N., Guttery, D. S., Ward, B., Brown, J., Ruangpratheep, C., Stebbing, J., Payne, R., et al. (2011) · Genome Research · doi:10.1101/gr.123497.111 · Cited by 180 · see citing works
Characterization of metastatic breast cancer patients with nondetectable circulating tumor cells
Mego, M., Giorgi, U. D., Dawood, S., Wang, X., Valero, V., Andreopoulou, E., Handy, B. C., Ueno, N. T., Reuben, J. M., & Cristofanilli, M. (2010) · International Journal of Cancer · doi:10.1002/ijc.25690 · Cited by 115 · see citing works
Quantifying EGFR Alterations in the Lung Cancer Genome with Nanofluidic Digital PCR Arrays
Wang, J., Ramakrishnan, R., Tang, Z., Fan, W., Kluge, A., Dowlati, A., Jones, R. C., & Ma, P. C. (2010) · Clinical Chemistry · doi:10.1373/clinchem.2009.134973 · Cited by 99 · see citing works
Nakamura, T., Sueoka‐Aragane, N., Iwanaga, K., Sato, A., Komiya, K., Abe, T., Ureshino, N., Hayashi, S., Hosomi, T., Hirai, M., et al. (2011) · Journal of Thoracic Oncology · doi:10.1097/jto.0b013e31822956e8 · Cited by 74 · see citing works
Lauro, S. D., Trasatti, L., Bordin, F., Lanzetta, G., Bria, E., Gelibter, A. J., Reale, M. G., & Vecchione, A. M. (1999) · PubMed · Cited by 56 · see citing works
Lianidou, E. S., & Markou, A. N. (2012) · Laboratory Medicine Online · doi:10.3343/lmo.2012.2.2.59 · Cited by 53 · see citing works
Detection of p53 mutations in the plasma DNA of patients with ovarian cancer
Otsuka, J., Okuda, T., Sekizawa, A., Amemiya, S., Saito, H., Okai, T., & Kushima, M. (2004) · International Journal of Gynecological Cancer · doi:10.1111/j.1048-891x.2004.014305.x · Cited by 45 · see citing works
Flagged first, then by citations
1 of the 44 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- Leary RJ, Kinde I, Diehl F, et al. Devel- opment of personalized tumor biomark- ers using massively parallel sequencing. Sci Transl Med 2010;2:20ra14.
- Vogelstein B, Kinzler KW. Digital PCR. Proc Natl Acad Sci U S A 1999;96: 9236-41.
Cited by
Sorted by citations
Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies
Bettegowda, C., Sausen, M., Leary, R. J., Kinde, I., Wang, Y., Agrawal, N., Bartlett, B. R., Wang, H., Luber, B., Alani, R. M., et al. (2014) · Science Translational Medicine · doi:10.1126/scitranslmed.3007094 · Cited by 5,067 · see citing works
ESMO consensus guidelines for the management of patients with metastatic colorectal cancer
Van Cutsem, E., Cervantes, A., Adam, R., Sobrero, A., Van Krieken, J. H., Aderka, D., Aranda Aguilar, E., Bardelli, A., Benson, A., Bodoky, G., et al. (2016) · Annals of Oncology · doi:10.1093/annonc/mdw235 · Cited by 3,421 · see citing works
Clonal heterogeneity and tumor evolution: past, present, and the future
McGranahan, N., & Swanton, C. (2017) · Cell · doi:10.1016/j.cell.2017.01.018 · Cited by 2,840 · see citing works
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 · see citing works
Self-citationDetection and localization of surgically resectable cancers with a multi-analyte blood test
Cohen, J. D., Li, L., Wang, Y., Thoburn, C., Afsari, B., Danilova, L., Douville, C., Javed, A. A., Wong, F., Mattox, A., et al. (2018) · Science · doi:10.1126/science.aar3247 · Cited by 2,783 · see citing works
A view on drug resistance in cancer
Vasan, N., Baselga, J., & Hyman, D. M. (2019) · Nature · doi:10.1038/s41586-019-1730-1 · Cited by 2,770 · see citing works
An ultrasensitive method for quantitating circulating tumor DNA with broad patient coverage
Newman, A. M., Bratman, S. V., To, J., Wynne, J. F., Eclov, N. C. W., Modlin, L. A., Liu, C. L., Neal, J. W., Wakelee, H. A., Merritt, R. E., et al. (2014) · Nature Medicine · doi:10.1038/nm.3519 · Cited by 2,220 · see citing works
Liquid Biopsies: Genotyping Circulating Tumor DNA
Diaz, L. A., & Bardelli, A. (2014) · Journal of Clinical Oncology · doi:10.1200/jco.2012.45.2011 · Cited by 2,210 · see citing works
Integrating liquid biopsies into the management of cancer
Siravegna, G., Marsoni, S., Siena, S., & Bardelli, A. (2017) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2017.14 · Cited by 1,941 · see citing works
Liquid biopsy: monitoring cancer-genetics in the blood
Crowley, E. H., Nicolantonio, F. D., Loupakis, F., & Bardelli, A. (2013) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2013.110 · Cited by 1,821 · see citing works
Pereira, B., Chin, S., Rueda, O. M., Vollan, H. K. M., Provenzano, E., Bardwell, H. A., Pugh, M., Jones, L. R., Russell, R., Sammut, S., et al. (2016) · Nature Communications · doi:10.1038/ncomms11479 · Cited by 1,712 · see citing works
Self-citationClinical 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 · see citing works
Challenges in circulating tumour cell research
Alix‐Panabières, C., & Pantel, K. (2014) · Nature reviews. Cancer · doi:10.1038/nrc3820 · Cited by 1,306 · see citing works
Tumour heterogeneity in the clinic
Bedard, P. L., Hansen, A. R., Ratain, M. J., & Siu, L. L. (2013) · Nature · doi:10.1038/nature12627 · Cited by 1,214 · see citing works
Liquid biopsy enters the clinic — implementation issues and future challenges
Ignatiadis, M., Sledge, G. W., & Jeffrey, S. S. (2021) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-020-00457-x · Cited by 1,191 · see citing works
Mutation tracking in circulating tumor DNA predicts relapse in early breast cancer
García-Murillas, I., Schiavon, G., Weigelt, B., Ng, C. K. Y., Hrebien, S., Cutts, R. J., Cheang, M. C. U., Osin, P., Nerurkar, A. Y., Kozarewa, I., et al. (2015) · Science Translational Medicine · doi:10.1126/scitranslmed.aab0021 · Cited by 1,155 · see citing works
Activating ESR1 mutations in hormone-resistant metastatic breast cancer
Robinson, D. R., Wu, Y.-M., Vats, P., Su, F., Lonigro, R. J., Cao, X., Kalyana-Sundaram, S., Wang, R., Ning, Y., Hodges, L., et al. (2013) · Nature Genetics · doi:10.1038/ng.2823 · Cited by 1,145 · see citing works
Direct detection of early-stage cancers using circulating tumor DNA
Phallen, J. A., Sausen, M., Adleff, V., Leal, A., Hruban, C., White, J. R., Anagnostou, V., Fiksel, J., Cristiano, S., Papp, E., et al. (2017) · Science Translational Medicine · doi:10.1126/scitranslmed.aan2415 · Cited by 1,129 · see citing works
Precision Medicine — Personalized, Problematic, and Promising
Jameson, J. L., & Longo, D. L. (2015) · New England Journal of Medicine · doi:10.1056/nejmsb1503104 · Cited by 1,115 · see citing works
Integrated digital error suppression for improved detection of circulating tumor DNA
Newman, A. M., Lovejoy, A. F., Klass, D. M., Kurtz, D. M., Chabon, J. J., Scherer, F., Stehr, H., Liu, C. L., Bratman, S. V., Say, C., et al. (2016) · Nature Biotechnology · doi:10.1038/nbt.3520 · Cited by 1,091 · see citing works
Enhanced detection of circulating tumor DNA by fragment size analysis
Mouliere, F. C., Chandrananda, D., Piskorz, A., Moore, E. K., Morris, J., Ahlborn, L. B., Mair, R. J., Goranova, T., Marass, F., Heider, K., et al. (2018) · Science Translational Medicine · doi:10.1126/scitranslmed.aat4921 · Cited by 1,071 · see citing works
Self-citationScalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors
Adalsteinsson, V. A., Ha, G., Freeman, S. S., Choudhury, A. D., Stover, D. G., Parsons, H. A., Gydush, G., Reed, S. C., Rotem, D., Rhoades, J., et al. (2017) · Nature Communications · doi:10.1038/s41467-017-00965-y · Cited by 1,034 · see citing works
The Next-Generation Sequencing Revolution and Its Impact on Genomics
Koboldt, D. C., Steinberg, K. M., Larson, D. E., Wilson, R. K., & Mardis, E. R. (2013) · Cell · doi:10.1016/j.cell.2013.09.006 · Cited by 1,039 · see citing works
Intratumor Heterogeneity: The Rosetta Stone of Therapy Resistance
Marusyk, A., Janiszewska, M., & Polyak, K. (2020) · Cancer Cell · doi:10.1016/j.ccell.2020.03.007 · Cited by 1,009 · see citing works
PyClone: statistical inference of clonal population structure in cancer
Roth, A. J. L., Khattra, J. S., Yap, D., Wan, A. N. C., Laks, E., Biele, J., Ha, G., Aparicio, S. A. J. R., Bouchard‐Côté, A., & Shah, S. P. (2014) · Nature Methods · doi:10.1038/nmeth.2883 · Cited by 1,002 · see citing works
Blauwkamp, T. A., Thair, S., Rosen, M. J., Blair, L., Lindner, M. S., Vilfan, I. D., Kawli, T., Christians, F. C., Venkatasubrahmanyam, S., Wall, G. D., et al. (2019) · Nature Microbiology · doi:10.1038/s41564-018-0349-6 · Cited by 962 · see citing works
Application of Cell-free DNA Analysis to Cancer Treatment
Corcoran, R. B., & Chabner, B. A. (2018) · New England Journal of Medicine · doi:10.1056/nejmra1706174 · Cited by 965 · see citing works
Merker, J. D., Oxnard, G. R., Compton, C., Diehn, M., Hurley, P., Lazar, A. J., Lindeman, N., Lockwood, C. M., Rai, A. J., Schilsky, R. L., et al. (2018) · Journal of Clinical Oncology · doi:10.1200/jco.2017.76.8671 · Cited by 959 · see citing works
Liquid biopsy: current technology and clinical applications
Nikanjam, M., Kato, S., & Kurzrock, R. (2022) · Journal of Hematology & Oncology · doi:10.1186/s13045-022-01351-y · Cited by 963 · see citing works
Best, M. G., Sol, N., Kooi, I. E., Tannous, J. M., Westerman, B. A., Rustenburg, F., Schellen, P., Verschueren, H., Post, E., Köster, J., et al. (2015) · Cancer Cell · doi:10.1016/j.ccell.2015.09.018 · Cited by 922 · see citing works
Exosome-based liquid biopsies in cancer: opportunities and challenges
Wang, Y., Hurley, J. D., Roberts, D., Chakrabortty, S. K., Enderle, D., Noerholm, M., Breakefield, X. O., & Skog, J. (2021) · Annals of Oncology · doi:10.1016/j.annonc.2021.01.074 · Cited by 871 · see citing works
Mattos‐Arruda, L. D., Mayor, R., Ng, C. K. Y., Weigelt, B., Ricarte, F. M., Torrejon, D. Y., Oliveira, M., Arias, A., Raventós, C., Tang, J., et al. (2015) · Nature Communications · doi:10.1038/ncomms9839 · Cited by 870 · see citing works
Circulating tumour DNA methylation markers for diagnosis and prognosis of hepatocellular carcinoma
Xu, R., Wei, W., Krawczyk, M., Wang, W., Luo, H., Flagg, K., Yi, S., Shi, W. T., Quan, Q., Li, K., et al. (2017) · Nature Materials · doi:10.1038/nmat4997 · Cited by 859 · see citing works
Bidard, F., Peeters, D. J. E., Fehm, T. N., Nolè, F., Gisbert‐Criado, R., Mavroudis, D., Grisanti, S., Generali, D., García-Sáenz, J. Á., Stebbing, J., et al. (2014) · The Lancet Oncology · doi:10.1016/s1470-2045(14)70069-5 · Cited by 842 · see citing works
Self-citationWhat is next generation sequencing?
Behjati, S., & Tarpey, P. S. (2013) · Archives of Disease in Childhood Education & Practice · doi:10.1136/archdischild-2013-304340 · Cited by 829 · see citing works
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 · see citing works
Analysis of Plasma Epstein–Barr Virus DNA to Screen for Nasopharyngeal Cancer
Chan, K. C. A., Woo, J. K. S., King, A. D., Zee, B. C.-Y., Lam, W. K., Chan, S. L., Chu, S. W. I., Mak, C., Tse, I. O. L., Leung, S. Y. M., et al. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1701717 · Cited by 792 · see citing works
Oxnard, G. R., Paweletz, C. P., Kuang, Y., Mach, S. L., O'Connell, A., Messineo, M. M., Luke, J. J., Butaney, M., Kirschmeier, P., Jackman, D. M., et al. (2014) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-13-2482 · Cited by 786 · see citing works
Pascual, J., Attard, G., Bidard, F.-C., Curigliano, G., De Mattos-Arruda, L., Diehn, M., Italiano, A., Lindberg, J., Merker, J. D., Montagut, C., et al. (2022) · Annals of Oncology · doi:10.1016/j.annonc.2022.05.520 · Cited by 783 · see citing works
High-intensity sequencing reveals the sources of plasma circulating cell-free DNA variants
Razavi, P., Li, B. T., Brown, D. N., Jung, B., Hubbell, E. A., Shen, R., Abida, W. M., Juluru, K., de Bruijn, I., Hou, C., et al. (2019) · Nature Medicine · doi:10.1038/s41591-019-0652-7 · Cited by 795 · see citing works
Circulating Tumor DNA as a Liquid Biopsy for Cancer
Heitzer, E., Ulz, P., & Geigl, J. B. (2014) · Clinical Chemistry · doi:10.1373/clinchem.2014.222679 · Cited by 768 · see citing works
Toward understanding and exploiting tumor heterogeneity
Alizadeh, A. A., Aranda, V., Bardelli, A., Blanpain, C., Bock, C., Borowski, C., Caldas, C., Califano, A., Doherty, M., Elsner, M., et al. (2015) · Nature Medicine · doi:10.1038/nm.3915 · Cited by 742 · see citing works
Self-citationTumor metastasis: moving new biological insights into the clinic
Wan, L., Pantel, K., & Kang, Y. (2013) · Nature Medicine · doi:10.1038/nm.3391 · Cited by 746 · see citing works
Liquid biopsy in cancer: current status, challenges and future prospects
Ma, L., Guo, H., Zhao, Y., Liu, Z., Wang, C., Bu, J., Sun, T., & Wei, J. (2024) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-024-02021-w · Cited by 785 · see citing works
Lengthening and shortening of plasma DNA in hepatocellular carcinoma patients
Jiang, P., Chan, C. W. M., Chan, K. C. A., Cheng, S. H., Wong, J., Wong, V. W., Wong, G. L., Chan, S. L., Mok, T. S. K., Chan, H. L., et al. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1500076112 · Cited by 742 · see citing works
Plasma <i>ESR1</i> Mutations and the Treatment of Estrogen Receptor–Positive Advanced Breast Cancer
Fribbens, C., O’Leary, B., Kilburn, L., Hrebien, S., Garcia-Murillas, I., Beaney, M., Cristofanilli, M., Andre, F., Loi, S., Loibl, S., et al. (2016) · Journal of Clinical Oncology · doi:10.1200/jco.2016.67.3061 · Cited by 722 · see citing works
Strategies for Colorectal Cancer Screening
Ladabaum, U., Dominitz, J. A., Kahi, C., & Schoen, R. E. (2020) · Gastroenterology · doi:10.1053/j.gastro.2019.06.043 · Cited by 696 · see citing works
Blood-Based Analyses of Cancer: Circulating Tumor Cells and Circulating Tumor DNA
Haber, D. A., & Velculescu, V. E. (2014) · Cancer Discovery · doi:10.1158/2159-8290.cd-13-1014 · Cited by 697 · see citing works
Lanman, R. B., Mortimer, S. A., Zill, O. A., Sebisanovic, D., Lopez, R., Blau, S., Collisson, E. A., Divers, S. G., Hoon, D. S. B., Kopetz, E. S., et al. (2015) · PLoS ONE · doi:10.1371/journal.pone.0140712 · Cited by 695 · see citing works
Tumorigenicity and genetic profiling of circulating tumor cells in small-cell lung cancer
Hodgkinson, C. L., Morrow, C. J., Li, Y., Metcalf, R. L., Rothwell, D. G., Trapani, F., Polański, R., Burt, D. J., Simpson, K., Morris, K. L., et al. (2014) · Nature Medicine · doi:10.1038/nm.3600 · Cited by 695 · see citing works
Fragment Length of Circulating Tumor DNA
Underhill, H. R., Kitzman, J. O., Hellwig, S., Welker, N. C., Daza, R. M., Baker, D. N., Gligorich, K. M., Rostomily, R., Bronner, M. P., & Shendure, J. (2016) · PLoS Genetics · doi:10.1371/journal.pgen.1006162 · Cited by 675 · see citing works
Circulating Tumor Cells and Response to Chemotherapy in Metastatic Breast Cancer: SWOG S0500
Smerage, J. B., Barlow, W. E., Hortobágyi, G. N., Winer, E. P., Leyland-Jones, B. R., Srkalović, G., Tejwani, S., Schott, A. F., O’Rourke, M. A., Lew, D. L., et al. (2014) · Journal of Clinical Oncology · doi:10.1200/jco.2014.56.2561 · Cited by 649 · see citing works
Principles of DNA methylation and their implications for biology and medicine
Dor, Y., & Cedar, H. (2018) · The Lancet · doi:10.1016/s0140-6736(18)31268-6 · Cited by 640 · see citing works
Tie, J., Kinde, I., Wang, Y., Wong, H., Roebert, J. K., Christie, M., TACEY, M. A., Wong, R., Singh, M., Karapetis, C. S., et al. (2015) · Annals of Oncology · doi:10.1093/annonc/mdv177 · Cited by 632 · see citing works
Molecular analysis of circulating tumour cells—biology and biomarkers
Krebs, M., Metcalf, R. L., Carter, L., Brady, G., Blackhall, F. H., & Dive, C. (2014) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2013.253 · Cited by 620 · see citing works
Identification of tissue-specific cell death using methylation patterns of circulating DNA
Lehmann‐Werman, R., Neiman, D., Zemmour, H., Moss, J., Magenheim, J., Vaknin‐Dembinsky, A., Rubertsson, S., Nellgård, B., Blennow, K., Zetterberg, H., et al. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1519286113 · Cited by 618 · see citing works
Circulating tumor DNA and liquid biopsy in oncology
Cescon, D. W., Bratman, S. V., Chan, S. M., & Siu, L. L. (2020) · Nature Cancer · doi:10.1038/s43018-020-0043-5 · Cited by 600 · see citing works
Cohen, J. D., Javed, A. A., Thoburn, C. J., Wong, F., Tie, J., Gibbs, P., Schmidt, C. M., Yip-Schneider, M., Allen, P. J., Schattner, M. A., et al. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1704961114 · Cited by 581 · see citing works
Sacher, A. G., Paweletz, C. P., Dahlberg, S. E., Alden, R. S., O’Connell, A., Feeney, N. B., Mach, S. L., Janne, P. A., & Oxnard, G. R. (2016) · JAMA Oncology · doi:10.1001/jamaoncol.2016.0173 · Cited by 573 · see citing works
Clinical management of breast cancer heterogeneity
Zardavas, D., Irrthum, A., Swanton, C., & Piccart, M. J. (2015) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2015.73 · Cited by 572 · see citing works
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 · see citing works
Next-generation sequencing in liquid biopsy: cancer screening and early detection
Chen, M., & Zhao, H. (2019) · Human Genomics · doi:10.1186/s40246-019-0220-8 · Cited by 561 · see citing works
The roles of DNA, RNA and histone methylation in ageing and cancer
Michalak, E. M., Burr, M. L., Bannister, A. J., & Dawson, M. A. (2019) · Nature Reviews Molecular Cell Biology · doi:10.1038/s41580-019-0143-1 · Cited by 549 · see citing works
Translational Implications of Tumor Heterogeneity
Jamal‐Hanjani, M., Quezada, S. A., Larkin, J., & Swanton, C. (2015) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-14-1429 · Cited by 549 · see citing works
The biology of circulating tumor cells
Pantel, K., & Speicher, M. R. (2015) · Oncogene · doi:10.1038/onc.2015.192 · Cited by 544 · see citing works
Whole-exome sequencing of circulating tumor cells provides a window into metastatic prostate cancer
Lohr, J. G., Adalsteinsson, V. A., Cibulskis, K., Choudhury, A. D., Rosenberg, M. W., Cruz‐Gordillo, P., Francis, J. M., Zhang, C.-Z., Shalek, A. K., Satija, R., et al. (2014) · Nature Biotechnology · doi:10.1038/nbt.2892 · Cited by 534 · see citing works
Personalized Detection of Circulating Tumor DNA Antedates Breast Cancer Metastatic Recurrence
Coombes, R. C., Page, K., Salari, R., Hastings, R. K., Armstrong, A. C., Ahmed, S. I., Ali, S., Cleator, S. J., Kenny, L. M., Stebbing, J., et al. (2019) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-18-3663 · Cited by 520 · see citing works
Clinical implications of intratumor heterogeneity: challenges and opportunities
y Cajal, S. R., Sesé, M., Capdevila, C., Aasen, T., Mattos‐Arruda, L. D., Díaz‐Cano, S. J., Hernández‐Losa, J., & Castellví, J. (2020) · Journal of Molecular Medicine · doi:10.1007/s00109-020-01874-2 · Cited by 522 · see citing works
Implementing Genome-Driven Oncology
Hyman, D. M., Taylor, B. S., & Baselga, J. M. (2017) · Cell · doi:10.1016/j.cell.2016.12.015 · Cited by 505 · see citing works
Wang, Y., Springer, S. U., Jenks, C. M., Silliman, N., Schaefer, J., Sausen, M., James, N., Rettig, E. M., Guo, T. W., Pickering, C. R., et al. (2015) · Science Translational Medicine · doi:10.1126/scitranslmed.aaa8507 · Cited by 503 · see citing works
Aggarwal, C., Thompson, J. C., Black, T. A., Katz, S. I., Fan, R., Yee, S. S., Chien, A. L., Evans, T. L., Bauml, J. M., Alley, E. W., et al. (2018) · JAMA Oncology · doi:10.1001/jamaoncol.2018.4305 · Cited by 487 · see citing works
Murtaza, M., Dawson, S., McNamara, K. L., Rueda, O. M., Provenzano, E., Grant, J. W., Chin, S., Tsui, D. W. Y., Marass, F., Gale, D. G., et al. (2015) · Nature Communications · doi:10.1038/ncomms9760 · Cited by 478 · see citing works
Self-citationLuminal breast cancer: from biology to treatment
Ignatiadis, M., & Sotiriou, C. P. (2013) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2013.124 · Cited by 466 · see citing works
Circulating tumor DNA in neoadjuvant-treated breast cancer reflects response and survival
Magbanua, M. J. M., Swigart, L. B., Wu, H.-T., Hirst, G. L., Yau, C. S. F., Wolf, D. M., Tin, A., Salari, R., Shchegrova, S., Pawar, H., et al. (2020) · Annals of Oncology · doi:10.1016/j.annonc.2020.11.007 · Cited by 469 · see citing works
Analysis of circulating tumour DNA to monitor disease burden following colorectal cancer surgery
Reinert, T., Schøler, L. V., Thomsen, R., Tobiasen, H., Vang, S., Nordentoft, I., Lamy, P., Kannerup, A.-S., Mortensen, F. V., Stribolt, K., et al. (2015) · Gut · doi:10.1136/gutjnl-2014-308859 · Cited by 464 · see citing works
Wang, Y., Springer, S. U., Zhang, M., McMahon, K. W., Kinde, I., Dobbyn, L., Ptak, J., Brem, H., Chaichana, K. L., Gallia, G. L., et al. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1511694112 · Cited by 455 · see citing works
Ni, X., Zhuo, M., Su, Z., Duan, J., Gao, Y., Wang, Z., Zong, C., Bai, H., Chapman, A. R., Zhao, J., et al. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1320659110 · Cited by 454 · see citing works
Olsson, E., Winter, C., George, A. M., Chen, Y., Howlin, J., Tang, M. E., Dahlgren, M., Schulz, R., Grabau, D. A., van Westen, D., et al. (2015) · EMBO Molecular Medicine · doi:10.15252/emmm.201404913 · Cited by 452 · see citing works
Early stage NSCLC — challenges to implementing ctDNA-based screening and MRD detection
Abbosh, C., Birkbak, N. J., & Swanton, C. (2018) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-018-0058-3 · Cited by 451 · see citing works
Patel, J. D., Krilov, L., Adams, S., Aghajanian, C. A., Basch, E., Brose, M. S., Carroll, W. L., Lima, M. J. G. D., Gilbert, M. R., Kris, M. G., et al. (2013) · Journal of Clinical Oncology · doi:10.1200/jco.2013.53.7076 · Cited by 447 · see citing works
Early Assessment of Lung Cancer Immunotherapy Response via Circulating Tumor DNA
Goldberg, S. B., Narayan, A., Kole, A. J., Decker, R. H., Teysir, J., Carriero, N. J., Lee, A. Y., Nemati, R., Nath, S. K., Mane, S., et al. (2018) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-17-1341 · Cited by 443 · see citing works
Plasma AR and abiraterone-resistant prostate cancer
Romanel, A., Tandefelt, D. G., Conteduca, V., Jayaram, A., Casiraghi, N. A., Wetterskog, D., Salvi, S., Amadori, D., Zafeiriou, Z., Rescigno, P., et al. (2015) · Science Translational Medicine · doi:10.1126/scitranslmed.aac9511 · Cited by 437 · see citing works
Classifying the evolutionary and ecological features of neoplasms
Maley, C. C., Aktipis, A., Graham, T. A., Sottoriva, A., Boddy, A. M., Janiszewska, M., Silva, A. S., Gerlinger, M., Yuan, Y., Pienta, K. J., et al. (2017) · Nature reviews. Cancer · doi:10.1038/nrc.2017.69 · Cited by 423 · see citing works
Liquid biopsy of cancer: a multimodal diagnostic tool in clinical oncology
Palmirotta, R., Lovero, D., Cafforio, P., Felici, C., Mannavola, F., Pellè, E., Quaresmini, D., Tucci, M., & Silvestris, F. (2018) · Therapeutic Advances in Medical Oncology · doi:10.1177/1758835918794630 · Cited by 431 · see citing works
Pentsova, E. I., Shah, R. H., Tang, J., Boire, A. A., You, D., Briggs, S. R., Omuro, A. M. P., Lin, X., Fleisher, M., Grommes, C., et al. (2016) · Journal of Clinical Oncology · doi:10.1200/jco.2016.66.6487 · Cited by 414 · see citing works
O’Leary, B., Hrebien, S., Morden, J. P., Beaney, M., Fribbens, C. V., Huang, X., Liu, Y., Bartlett, C. H., Koehler, M. T., Cristofanilli, M., et al. (2018) · Nature Communications · doi:10.1038/s41467-018-03215-x · Cited by 418 · see citing works
Real-time Liquid Biopsy in Cancer Patients: Fact or Fiction?
Pantel, K., & Alix‐Panabières, C. (2013) · Cancer Research · doi:10.1158/0008-5472.can-13-2030 · Cited by 410 · see citing works
TP53 Mutations in Human Cancer: Database Reassessment and Prospects for the Next Decade
Leroy, B., Anderson, M., & Soussi, T. (2014) · Human Mutation · doi:10.1002/humu.22552 · Cited by 412 · see citing works
Circulating tumor DNA: a promising biomarker in the liquid biopsy of cancer
Cheng, F., Su, L., & Qian, C. (2016) · Oncotarget · doi:10.18632/oncotarget.9453 · Cited by 411 · see citing works
Detection of Cancer DNA in Plasma of Patients with Early-Stage Breast Cancer
Beaver, J. A., Jelovac, D., Sasidharan, B., Cochran, R. L., Croessmann, S., Zabransky, D. J., Wong, H. Y., Toro, P. V., Cidado, J. R., Blair, B. G., et al. (2014) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-13-2933 · Cited by 400 · see citing works
Enderle, D., Spiel, A., Coticchia, C. M., Berghoff, E. G., Mueller, R., Schlumpberger, M., Sprenger‐Haussels, M., Shaffer, J. M., Lader, E., Skog, J., et al. (2015) · PLoS ONE · doi:10.1371/journal.pone.0136133 · Cited by 399 · see citing works
Turner, N. C., Kingston, B., Kilburn, L., Kernaghan, S., Wardley, A. M., Macpherson, I. R., Baird, R. D., Roylance, R. R., Stephens, P., Oikonomidou, O., et al. (2020) · The Lancet Oncology · doi:10.1016/s1470-2045(20)30444-7 · Cited by 376 · see citing works
Tracking cancer progression: from circulating tumor cells to metastasis
Castro-Giner, F., & Aceto, N. (2020) · Genome Medicine · doi:10.1186/s13073-020-00728-3 · Cited by 367 · see citing works
How liquid biopsies can change clinical practice in oncology
Siravegna, G., Mussolin, B., Venesio, T., Marsoni, S., Seoane, J., Dive, C., Papadopoulos, N., Kopetz, S., Corcoran, R. B., Siu, L. L., et al. (2019) · Annals of Oncology · doi:10.1093/annonc/mdz227 · Cited by 365 · see citing works
Recent Advances in Droplet Microfluidics
Ding, Y., Howes, P. D., & deMello, A. J. (2019) · Analytical Chemistry · doi:10.1021/acs.analchem.9b05047 · Cited by 362 · see citing works
Ignatiadis, M., Lee, M., & Jeffrey, S. S. (2015) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-14-1190 · Cited by 356 · see citing works
Tumor evolution: Linear, branching, neutral or punctuated?
Davis, A., Gao, R., & Navin, N. E. (2017) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2017.01.003 · Cited by 355 · see citing works
Noninvasive monitoring of infection and rejection after lung transplantation
Vlaminck, I. D., Martin, L., Kertesz, M., Patel, K., Kowarsky, M., Strehl, C., Cohen, G., Luikart, H. I., Neff, N. F., Okamoto, J., et al. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1517494112 · Cited by 351 · see citing works
Cancer Evolution: Mathematical Models and Computational Inference
Beerenwinkel, N., Schwarz, R. F., Gerstung, M., & Markowetz, F. M. (2014) · Systematic Biology · doi:10.1093/sysbio/syu081 · Cited by 338 · see citing works
Cell-free DNA (cfDNA): Clinical Significance and Utility in Cancer Shaped By Emerging Technologies
Volik, S. V., Alcaide, M., Morin, R. D., & Collins, C. C. (2016) · Molecular Cancer Research · doi:10.1158/1541-7786.mcr-16-0044 · Cited by 349 · see citing works
- Authors
- Dawson, S.-J., Tsui, D. W. Y., Murtaza, M., Biggs, H., Rueda, O. M., Chin, S.-F., Dunning, M. J., Gale, D., Forshew, T., Mahler-Araujo, B., Rajan, S., Humphray, S., Becq, J., Halsall, D., Wallis, M., Bentley, D., Caldas, C., & Rosenfeld, N.
- Affiliations
- University of Cambridge (GB)
- National Health Service (GB)
- ORCID
- Venue
- New England Journal of Medicine
- Publisher
- Massachusetts Medical Society
- Published
- 2013-03-28
- Volume
- 368
- Issue
- 13
- Pages
- 1199-1209
- ISSN
- 0028-4793 (ISSN-L)
- 1533-4406
- OpenAlex
- W2140575188
- Cited by
- 2,207
- References
- 44
- Citations by year
- 2026: 86 · 2025: 96 · 2024: 106 · 2023: 109 · 2022: 169 · 2021: 180 · 2020: 197 · 2019: 220 · 2018: 197 · 2017: 224 · 2016: 204 · 2015: 195 · 2014: 135 · 2013: 82 · 2012: 1
- FWCI
- 72.15
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- New England Journal of Medicine (publishedVersion)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Funders
- Cancer Research UK (11906, 16942, 22310)
- National Institute for Health and Care Research (NF-SI-0611-10154)
- NIHR Cambridge Biomedical Research Centre
- Cancer Research UK Cambridge Institute, University of Cambridge
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › BRCA gene mutations in cancer
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Breast Cancer Treatment Studies
- Keywords
- circulating tumor DNA, metastatic breast cancer, liquid biopsy, CA15-3, circulating tumor cells, treatment response monitoring, tumor burden, somatic alterations, circulating biomarkers, early detection of treatment response
- MeSH terms
- Breast Neoplasms, DNA, Neoplasm, Female, Humans, Mutation, Neoplasm Metastasis, Prognosis, Radiography, Sensitivity and Specificity, Biomarkers, Tumor, Sequence Analysis, DNA, Mucin-1, Tumor Burden, Genome-Wide Association Study
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