Cell-free DNA next-generation sequencing in pancreatobiliary carcinomas
Open accessPublished version of a preprint
Abstract
UNLABELLED: Patients with pancreatic and biliary carcinomas lack personalized treatment options, in part because biopsies are often inadequate for molecular characterization. Cell-free DNA (cfDNA) sequencing may enable a precision oncology approach in this setting. We attempted to prospectively analyze 54 genes in tumor and cfDNA for 26 patients. Tumor sequencing failed in 9 patients (35%). In the remaining 17, 90.3% (95% confidence interval, 73.1%-97.5%) of mutations detected in tumor biopsies were also detected in cfDNA. The diagnostic accuracy of cfDNA sequencing was 97.7%, with 92.3% average sensitivity and 100% specificity across five informative genes. Changes in cfDNA correlated well with tumor marker dynamics in serial sampling (r = 0.93). We demonstrate that cfDNA sequencing is feasible, accurate, and sensitive in identifying tumor-derived mutations without prior knowledge of tumor genotype or the abundance of circulating tumor DNA. cfDNA sequencing should be considered in pancreatobiliary cancer trials where tissue sampling is unsafe, infeasible, or otherwise unsuccessful. SIGNIFICANCE: Precision medicine efforts in biliary and pancreatic cancers have been frustrated by difficulties in obtaining adequate tumor tissue for next-generation sequencing. cfDNA sequencing reliably and accurately detects tumor-derived mutations, paving the way for precision oncology approaches in these deadly diseases.
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?
Quantity of tDNA was not sufficient for 24 of 52 patients (46.2%).
“Similar to other reports for tissue NGS (46), quantity of tDNA was not sufficient for 24 of 52 (46.2%) patients.”
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
Integrative Analysis of Complex Cancer Genomics and Clinical Profiles Using the cBioPortal
Gao, J., Aksoy, B. A., Dogrusoz, U., Dresdner, G., Gross, B., Sumer, S. O., Sun, Y., Jacobsen, A., Sinha, R., Larsson, E., et al. (2013) · Science Signaling · doi:10.1126/scisignal.2004088 · Cited by 15,160 · see citing works
Slamon, D. J., Leyland-Jones, B., Shak, S., Fuchs, H., Paton, V., Bajamonde, A., Fleming, T., Eiermann, W., Wolter, J., Pegram, M., et al. (2001) · New England Journal of Medicine · doi:10.1056/nejm200103153441101 · Cited by 11,500 · see citing works
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 · see citing works
<i>EGFR</i> 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 · see citing works
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
Cisplatin plus Gemcitabine versus Gemcitabine for Biliary Tract Cancer
Valle, J. W., Wasan, H. S., Palmer, D. H., Cunningham, D., Anthoney, A., Maraveyas, A., Madhusudan, S., Iveson, T. J., Hughes, S., Pereira, S. P., et al. (2010) · New England Journal of Medicine · doi:10.1056/nejmoa0908721 · Cited by 4,423 · see citing works
Core Signaling Pathways in Human Pancreatic Cancers Revealed by Global Genomic Analyses
Jones, S., Zhang, X., Parsons, D. W., Lin, J. C.-H., Leary, R. J., Angenendt, P., Mankoo, P., Carter, H., Kamiyama, H., Jimeno, A., et al. (2008) · Science · doi:10.1126/science.1164368 · Cited by 3,969 · see citing works
Levine, R. L., Wadleigh, M., Cools, J., Ebert, B. L., Wernig, G., Huntly, B. J. P., Boggon, T. J., Wlodarska, I., Clark, J. J., Moore, S., et al. (2005) · Cancer Cell · doi:10.1016/j.ccr.2005.03.023 · Cited by 2,993 · see citing works
Whole genomes redefine the mutational landscape of pancreatic cancer
Initiative, A. P. C. G., Waddell, N., Pajic, M., Patch, A.-M., Chang, D. K., Kassahn, K. S., Bailey, P., Johns, A. L., Miller, D., Nones, K., et al. (2015) · Nature · doi:10.1038/nature14169 · Cited by 2,642 · cited 1× · see citing works
“As a result, most genomic research in PDA has centered around tumor-derived cell lines or xenografts in lieu of direct tumor sequencing(7), and expert bodies currently make no recommendations regarding molecular profiling for clinical decision-making in PDA(8), despite potentially sensitive subsets identified by seque…”
BackgroundRyan, D. P., Hong, T. S., & Bardeesy, N. (2014) · New England Journal of Medicine · doi:10.1056/nejmra1404198 · Cited by 2,348 · see citing works
Benson, A. B., Abrams, T. A., Ben‐Josef, E., Bloomston, M., Botha, J. F., Clary, B. M., Covey, A. M., Curley, S. A., D'Angelica, M. I., Davila, R., et al. (2009) · Journal of the National Comprehensive Cancer Network · doi:10.6004/jnccn.2009.0027 · Cited by 2,271 · 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
Frampton, G. M., Fichtenholtz, A., Otto, G. A., Wang, K., Downing, S. R., He, J., Schnall-Levin, M., White, J., Sanford, E. M., An, P., et al. (2013) · Nature Biotechnology · doi:10.1038/nbt.2696 · Cited by 2,157 · cited 2× · see citing works
“considerably higher than the average QNS rate reported by commercial vendors across multiple tumor types(24).”
BackgroundMethodDe Roock, W., Claes, B., Bernasconi, D., De Schutter, J., Biesmans, B., Fountzilas, G., Kalogeras, K. T., Kotoula, V., Papamichael, D., Laurent-Puig, P., et al. (2010) · The Lancet Oncology · doi:10.1016/s1470-2045(10)70130-3 · Cited by 2,144 · see citing works
Statistics Notes: Diagnostic tests 1: sensitivity and specificity
Altman, D. G., & Bland, J. M. (1994) · BMJ · doi:10.1136/bmj.308.6943.1552 · Cited by 2,074 · see citing works
Pancreatic cancer genomes reveal aberrations in axon guidance pathway genes
Initiative, A. P. C. G., Biankin, A. V., Waddell, N., Kassahn, K. S., Gingras, M.-C., Muthuswamy, L. B., Johns, A. L., Miller, D. K., Wilson, P. J., Patch, A.-M., et al. (2012) · Nature · doi:10.1038/nature11547 · Cited by 2,058 · see citing works
Self-citationAge-related mutations associated with clonal hematopoietic expansion and malignancies
Xie, M., Lu, C., Wang, J., McLellan, M. D., Johnson, K. J., Wendl, M. C., McMichael, J. F., Schmidt, H. K., Yellapantula, V., Miller, C. A., et al. (2014) · Nature Medicine · doi:10.1038/nm.3733 · Cited by 1,874 · see citing works
Stromal biology and therapy in pancreatic cancer
Neeße, A., Michl, P., Frese, K. K., Feig, C., Cook, N., Jacobetz, M. A., Lolkema, M. P., Buchholz, M., Olive, K. P., Gress, T. M., et al. (2010) · Gut · doi:10.1136/gut.2010.226092 · Cited by 758 · see citing works
Pancreatic Adenocarcinoma, Version 2.2014
Tempero, M. A., Malafa, M. P., Behrman, S. W., Benson, A. B., Casper, E. S., Chiorean, E. G., Chung, V. M., Cohen, S. J., Czito, B. G., Engebretson, A., et al. (2014) · Journal of the National Comprehensive Cancer Network · doi:10.6004/jnccn.2014.0106 · Cited by 464 · see citing works
Ross, J. S., Wang, K., Gay, L. M., Al-Rohil, R. N., Rand, J. V., Jones, D., Lee, H. J., Sheehan, C. E., Otto, G. A., Palmer, G. A., et al. (2014) · The Oncologist · doi:10.1634/theoncologist.2013-0352 · Cited by 453 · see citing works
Mutation Profiling in Cholangiocarcinoma: Prognostic and Therapeutic Implications
Churi, C. R., Shroff, R. T., Wang, Y., Rashid, A., Kang, H. C., Weatherly, J., Zuo, M., Zinner, R., Hong, D. S., Meric‐Bernstam, F., et al. (2014) · PLoS ONE · doi:10.1371/journal.pone.0115383 · Cited by 450 · see citing works
Douillard, J.-Y., Ostoros, G., Cobo, M., Ciuleanu, T., Cole, R., McWalter, G., Walker, J., Dearden, S., Webster, A., Milenkova, T., et al. (2014) · Journal of Thoracic Oncology · doi:10.1097/jto.0000000000000263 · Cited by 448 · 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
Ryan, D. P., Hong, T. S., & Bardeesy, N. M. (2014) · New England Journal of Medicine · doi:10.1056/nejmc1412266 · Cited by 291 · see citing works
Lebofsky, R., Decraene, C., Bernard, V., Kamal, M. T., Blin, A., Leroy, Q., Frio, T. R., Pierron, G., Callens, C., Bièche, I., et al. (2014) · Molecular Oncology · doi:10.1016/j.molonc.2014.12.003 · Cited by 267 · see citing works
HER2/neu-directed therapy for biliary tract cancer
Javle, M. M., Churi, C. R., Kang, H. C., Shroff, R. T., Jankú, F., Surapaneni, R., Zuo, M., Barrera, C., Al-Shamsi, H. O., Krishnan, S., et al. (2015) · Journal of Hematology & Oncology · doi:10.1186/s13045-015-0155-z · Cited by 227 · see citing works
Goto, K., Ichinose, Y., Ohe, Y., Yamamoto, N., Negoro, S., Nishio, K., Itoh, Y., Jiang, H., Duffield, E. L., McCormack, R., et al. (2011) · Journal of Thoracic Oncology · doi:10.1097/jto.0b013e3182307f98 · Cited by 209 · see citing works
Hepatobiliary Cancers, Version 2.2014
Benson, A. B., D'Angelica, M. I., Abrams, T. A., Are, C., Bloomston, M., Chang, D. T., Clary, B. M., Covey, A. M., Ensminger, W. D., Iyer, R. V., et al. (2014) · Journal of the National Comprehensive Cancer Network · doi:10.6004/jnccn.2014.0112 · Cited by 131 · see citing works
qpure: A Tool to Estimate Tumor Cellularity from Genome-Wide Single-Nucleotide Polymorphism Profiles
Song, S., Nones, K., Miller, D. K., Harliwong, I., Kassahn, K. S., Pinese, M., Pajic, M., Gill, A. J., Johns, A. L., Anderson, M. J., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0045835 · Cited by 112 · see citing works
Loaiza‐Bonilla, A. (2014) · ecancermedicalscience · doi:10.3332/ecancer.2014.479 · Cited by 52 · see citing works
Realizing the Potential of Plasma Genotyping in an Age of Genotype-Directed Therapies
Luke, J. J., Oxnard, G. R., Paweletz, C. P., Camidge, D. R., Heymach, J. V., Solit, D. B., Johnson, B. E., & for the Cell Free DNA Working Group (2014) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/dju214 · Cited by 49 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [12]Javle M Churi C Kang HC Shroff R Janku F Surapaneni R HER2/neudirected therapy for biliary tract cancer Journal of hematology & oncology 2015 8 58 26022204 PMC4469402
- [30]Altman DG Bland JM Diagnostic tests. 1: Sensitivity and specificity Bmj 1994 308 1552 8019315 PMC2540489
Cited by
Sorted by citations
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
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
“In addition, this external validation study showed that 90% of mutations detected in tumor biopsies were also detected in cfDNA and that diagnostic test performance was consistent or better than reported here with cfDNA sensitivity of 92%, specificity 100% and diagnostic accuracy of 98% across five informative genes […”
ResultThe 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
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
Real-time Genomic Characterization of Advanced Pancreatic Cancer to Enable Precision Medicine
Aguirre, A. J., Nowak, J. A., Camarda, N. D., Moffitt, R. A., Ghazani, A. A., Hazar-Rethinam, M., Raghavan, S., Kim, J., Brais, L. K., Ragon, D., et al. (2018) · Cancer Discovery · doi:10.1158/2159-8290.cd-18-0275 · Cited by 367 · see citing works
Thompson, J. C., Yee, S. S., Troxel, A. B., Savitch, S. L., Fan, R., Balli, D., Lieberman, D. B., Morrissette, J. D., Evans, T. L., Bauml, J., et al. (2016) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-16-1231 · Cited by 325 · see citing works
Molecular alterations and targeted therapy in pancreatic ductal adenocarcinoma
Qian, Y., Gong, Y., Fan, Z., Luo, G., Huang, Q., Deng, S., Cheng, H., Jin, K., Ni, Q., Yu, X., et al. (2020) · Journal of Hematology & Oncology · doi:10.1186/s13045-020-00958-3 · Cited by 312 · see citing works
The influence of subclonal resistance mutations on targeted cancer therapy
Schmitt, M. W., Loeb, L. A., & Salk, J. J. (2015) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2015.175 · Cited by 224 · see citing works
Genomic and Epigenomic Alterations in Cancer
Chakravarthi, B. V. S. K., Nepal, S., & Varambally, S. (2016) · American Journal Of Pathology · doi:10.1016/j.ajpath.2016.02.023 · Cited by 225 · see citing works
Cholangiocarcinoma — novel biological insights and therapeutic strategies
Ilyas, S. I., Affò, S., Goyal, L., Lamarca, Á., Sapisochín, G., Yang, J. D., & Gores, G. J. (2023) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-023-00770-1 · Cited by 221 · see citing works
A Comparison of Cell-Free DNA Isolation Kits
Sorber, L., Zwaenepoel, K., Deschoolmeester, V., Roeyen, G., Lardon, F., Rolfo, C. D., & Pauwels, P. (2016) · Journal of Molecular Diagnostics · doi:10.1016/j.jmoldx.2016.09.009 · Cited by 207 · see citing works
Lucas, F. A. S., Allenson, K., Bernard, V., Castillo, J., Kim, D. U., Ellis, K. E. S., Ehli, E. A., Davies, G. E., Petersen, J. L., Li, D., et al. (2015) · Annals of Oncology · doi:10.1093/annonc/mdv604 · Cited by 204 · see citing works
Circulating tumor DNA in advanced solid tumors: Clinical relevance and future directions
Cheng, M. L., Pectasides, E., Hanna, G. J., Parsons, H. A., Choudhury, A. D., & Oxnard, G. R. (2020) · CA A Cancer Journal for Clinicians · doi:10.3322/caac.21650 · Cited by 197 · see citing works
Clinical utility of circulating tumor DNA for molecular assessment in pancreatic cancer
Takai, E., Totoki, Y., Nakamura, H., Morizane, C., Nara, S., Hama, N., Suzuki, M., Furukawa, E., Kato, M., Hayashi, H., et al. (2015) · Scientific Reports · doi:10.1038/srep18425 · Cited by 173 · see citing works
Krüger, S., Heinemann, V., Ross, C. M. D., Diehl, F., Nagel, D., Ormanns, S., Liebmann, S., Prinz-Bravin, I., Westphalen, C. B., Haas, M., et al. (2018) · Annals of Oncology · doi:10.1093/annonc/mdy417 · Cited by 165 · see citing works
Tjensvoll, K., Lapin, M., Buhl, T., Oltedal, S., Berry, K. S.-O., Gilje, B., Søreide, J. A., Javle, M. M., Nordgård, O., & Smaaland, R. (2015) · Molecular Oncology · doi:10.1016/j.molonc.2015.11.012 · Cited by 155 · see citing works
He, C., Liu, C., Jiang, J., Luo, G., Yu, L., Jin, K., Guo, M., Zhang, Z., Xu, J., Liu, L., et al. (2017) · International Journal of Cancer · doi:10.1002/ijc.30650 · Cited by 145 · see citing works
Lamarca, Á., Kapacee, Z. A., Breeze, M., Bell, C., Belcher, D., Staiger, H., Taylor, C., McNamara, M. G., Hubner, R. A., & Valle, J. W. (2020) · Journal of Clinical Medicine · doi:10.3390/jcm9092854 · Cited by 144 · see citing works
Zhou, J., Wang, C., Lin, G., Xiao, Y., Jia, W., Xiao, G., Liu, Q., Wu, B., Wu, A., Qiu, H., et al. (2020) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-20-2299 · Cited by 141 · see citing works
Krook, M. A., Lenyo, A. M., Wilberding, M., Barker, H. D., Dantuono, M., Bailey, K. M., Chen, H., Reeser, J. W., Wing, M. R., Miya, J., et al. (2020) · Molecular Cancer Therapeutics · doi:10.1158/1535-7163.mct-19-0631 · Cited by 142 · see citing works
Chae, Y. K., Davis, A. A., Jain, S., Santa-Maria, C. A., Flaum, L., Beaubier, N. T., Platanias, L. C., Gradishar, W. J., Giles, F. J., & Cristofanilli, M. (2017) · Molecular Cancer Therapeutics · doi:10.1158/1535-7163.mct-17-0061 · Cited by 137 · see citing works
Circulating tumour DNA sequence analysis as an alternative to multiple myeloma bone marrow aspirates
Kis, O., Kaedbey, R., Chow, S., Danesh, A., Dowar, M., Li, T., Li, Z., Liu, J., Mansour, M., Masih‐Khan, E., et al. (2017) · Nature Communications · doi:10.1038/ncomms15086 · Cited by 137 · see citing works
Lapin, M., Oltedal, S., Tjensvoll, K., Buhl, T., Smaaland, R., Garresori, H., Javle, M. M., Glenjen, N. I., Abelseth, B. K., Gilje, B., et al. (2018) · Journal of Translational Medicine · doi:10.1186/s12967-018-1677-2 · Cited by 135 · see citing works
Using circulating cell-free DNA to monitor personalized cancer therapy
Oellerich, M., Schütz, E., Beck, J., Kanzow, P., Plowman, P. N., Weiss, G. J., & Walson, P. D. (2017) · Critical Reviews in Clinical Laboratory Sciences · doi:10.1080/10408363.2017.1299683 · Cited by 130 · see citing works
Sefrioui, D., Blanchard, F., Touré, E., Basile, P., Beaussire, L., Dolfus, C., Perdrix, A., Paresy, M., Antonietti, M., Iwanicki–Caron, I., et al. (2017) · British Journal of Cancer · doi:10.1038/bjc.2017.250 · Cited by 124 · see citing works
Ko, A. H., Bekaii‐Saab, T., Ziffle, J. V., Mirzoeva, O. K., Joseph, N. M., Talasaz, A. H., Kühn, P., Tempero, M. A., Collisson, E. A., Kelley, R. K., et al. (2015) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-15-0979 · Cited by 119 · see citing works
Ettrich, T. J., Schwerdel, D., Dolnik, A., Beuter, F., Blätte, T. J., Schmidt, S. A., Stanescu-Siegmund, N., Steinacker, J., Marienfeld, R. B., Kleger, A., et al. (2019) · Scientific Reports · doi:10.1038/s41598-019-49860-0 · Cited by 120 · see citing works
Huang, A., Zhao, X., Yang, X.-R., Li, F.-Q., Zhou, X., Wu, K., Zhang, X., Sun, Q.-M., Cao, Y., Zhu, H., et al. (2017) · Journal of Hepatology · doi:10.1016/j.jhep.2017.03.005 · Cited by 97 · see citing works
Blood biomarkers for differential diagnosis and early detection of pancreatic cancer
Al-Shaheri, F. N., Alhamdani, M. S. S., Bauer, A. S., Giese, N. A., Büchler, M. W., Hackert, T., & Hoheisel, J. D. (2021) · Cancer Treatment Reviews · doi:10.1016/j.ctrv.2021.102193 · Cited by 115 · see citing works
Chae, Y. K., Davis, A. A., Agte, S., Pan, A. P., Simon, N. I., Iams, W. T., Cruz, M. R. D. S., Tamragouri, K., Rhee, K., Mohindra, N. A., et al. (2019) · The Oncologist · doi:10.1634/theoncologist.2018-0433 · Cited by 117 · see citing works
Labgaa, I., Villacorta-Martín, C., D’Avola, D., Craig, A. J., von Felden, J., Martins-Filho, S. N., Sia, D., Stueck, A., Ward, S. C., Fiel, M. I., et al. (2018) · Oncogene · doi:10.1038/s41388-018-0206-3 · Cited by 115 · see citing works
Liquid Biopsy, ctDNA Diagnosis through NGS
Chen, L., Liu, X., Zheng, B., Ke, R., & Tzeng, C. (2021) · Life · doi:10.3390/life11090890 · Cited by 115 · see citing works
Chae, Y. K., Davis, A. A., Carneiro, B. A., Chandra, S., Mohindra, N., Kalyan, A., Kaplan, J., Matsangou, M., Pai, S., Costa, R., et al. (2016) · Oncotarget · doi:10.18632/oncotarget.11692 · Cited by 110 · see citing works
Arechederra, M., Rullán, M., Amat, I., Oyón, D., Zabalza, L., Elizalde, M., Latasa, M. U., Mercado, M., Ruiz-Clavijo, D., Saldaña, C., et al. (2021) · Gut · doi:10.1136/gutjnl-2021-325178 · Cited by 109 · see citing works
DNA in extracellular vesicles: from evolution to its current application in health and disease
Ghanam, J., Chetty, V. K., Barthel, L., Reinhardt, D., Hoyer, P. F., & Thakur, B. K. (2022) · Cell & Bioscience · doi:10.1186/s13578-022-00771-0 · Cited by 108 · see citing works
Circulating Tumor DNA in Biliary Tract Cancer: Current Evidence and Future Perspectives
Rizzo, A., Ricci, A. D., Tavolari, S., & Brandi, G. (2020) · Cancer Genomics & Proteomics · doi:10.21873/cgp.20203 · Cited by 105 · see citing works
Wei, T., Zhang, Q., Li, X., Su, W., Li, G., Ma, T., Gao, S., Lou, J., Que, R., Zheng, L., et al. (2018) · Molecular Cancer Therapeutics · doi:10.1158/1535-7163.mct-17-1298 · Cited by 100 · see citing works
Clinical correlates of blood-derived circulating tumor DNA in pancreatic cancer
Patel, H., Okamura, R., Fanta, P. T., Patel, C., Lanman, R. B., Raymond, V. M., Kato, S., & Kurzrock, R. (2019) · Journal of Hematology & Oncology · doi:10.1186/s13045-019-0824-4 · Cited by 98 · see citing works
Okajima, W., Komatsu, S., Ichikawa, D., Miyamae, M., Ohashi, T., Imamura, T., Kiuchi, J., Nishibeppu, K., Arita, T., Konishi, H., et al. (2017) · World Journal of Gastroenterology · doi:10.3748/wjg.v23.i31.5650 · Cited by 97 · see citing works
Kim, M. K., Woo, S. M., Park, B., Yoon, K., Kim, Y., Joo, J., Lee, W. J., Han, S., Park, S., & Kong, S. (2018) · Clinical Chemistry · doi:10.1373/clinchem.2017.283721 · Cited by 96 · see citing works
Platelets, circulating tumor cells, and the circulome
Marie, P. K., Lam, M. S., Menter, D. G., & Kopetz, S. (2017) · Cancer and Metastasis Reviews · doi:10.1007/s10555-017-9681-1 · Cited by 94 · see citing works
Clinical applications of circulating tumor DNA and circulating tumor cells in pancreatic cancer
Riva, F., Dronov, O. I., Khomenko, D. I., Huguet, F., Louvet, C., Mariani, P., Stern, M., Lantz, O. J., Proudhon, C., Pierga, J., et al. (2016) · Molecular Oncology · doi:10.1016/j.molonc.2016.01.006 · Cited by 93 · see citing works
Enrichment of short mutant cell-free DNA fragments enhanced detection of pancreatic cancer
Liu, X., Liu, L., Ji, Y., Li, C., Wei, T., Yang, X., Zhang, Y., Cai, X., Yang, T., Gao, Y., et al. (2019) · EBioMedicine · doi:10.1016/j.ebiom.2019.02.010 · Cited by 87 · see citing works
Ma, F., Guan, Y., Yi, Z., Chang, L., Li, Q., Chen, S., Zhu, W., Guan, X., Li, C., Qian, H., et al. (2019) · International Journal of Cancer · doi:10.1002/ijc.32536 · Cited by 88 · see citing works
Lee, J., Park, S. S., Lee, Y. K., Norton, J. A., & Jeffrey, S. S. (2019) · Molecular Oncology · doi:10.1002/1878-0261.12537 · Cited by 85 · see citing works
Ikeda, S., Tsigelny, I. F., Skjevik, Å. A., Kono, Y., Mendler, M. H., Kuo, A., Sicklick, J. K., Heestand, G. M., Banks, K. C., Talasaz, A. H., et al. (2018) · The Oncologist · doi:10.1634/theoncologist.2017-0479 · Cited by 82 · see citing works
Clinical relevance of biomarkers in cholangiocarcinoma: critical revision and future directions
Macı́as, R. I. R., Cardinale, V., Kendall, T. J., Avila, M. A., Guido, M., Coulouarn, C., Braconi, C., Frampton, A. E., Bridgewater, J. A., Overi, D., et al. (2022) · Gut · doi:10.1136/gutjnl-2022-327099 · Cited by 79 · see citing works
Circulating biomarkers for early diagnosis of pancreatic cancer: facts and hopes.
Zhang, X., Shi, S., Zhang, B., Ni, Q., Yu, X., & Xu, J. (2018) · PubMed Central · Cited by 78 · see citing works
Molecular profiling of hepatocellular carcinoma using circulating cell-free DNA
Kaseb, A., Sanchez, N. S., Sen, S., Kelley, R., Tan, B., Bocobo, A., Lim, K., Abdel-Wahab, R., Uemura, M., Pestana, R., et al. (2019) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-18-3341 · Cited by 66 · see citing works
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 · see citing works
Bhagwat, N., Dulmage, K., Pletcher, C. H., Wang, L., DeMuth, W., Sen, M., Balli, D., Yee, S. S., Sa, S., Tong, F., et al. (2018) · Scientific Reports · doi:10.1038/s41598-018-23217-5 · Cited by 75 · see citing works
Shen, N., Zhang, D., Yin, L., Qiu, Y., Liu, J., Yu, W., Fu, X., Zhu, B., Xu, X., Duan, A., et al. (2019) · Oncology Reports · doi:10.3892/or.2019.7177 · Cited by 75 · see citing works
Green, E. A., Li, R., Albiges, L. K., Choueiri, T. K., Freedman, M. L., Pal, S. K., Dyrskjøt, L., & Kamat, A. M. (2021) · European Urology Oncology · doi:10.1016/j.euo.2021.04.005 · Cited by 73 · see citing works
Kim, S. T., Banks, K. C., Lee, S., Kim, K., Park, J. O., Park, S. H., Park, Y. S., Lim, H. Y., Kang, W. K., Lanman, R. B., et al. (2017) · JCO Precision Oncology · doi:10.1200/po.16.00059 · Cited by 72 · see citing works
Translational Application of Circulating DNA in Oncology: Review of the Last Decades Achievements
Туаева, Н. О., Falzone, L., Porozov, Y. B., Nosyrev, A. E., Трухан, В. М., Kovatsi, L., Spandidos, D. A., Drakoulis, N., Kalogeraki, A. M., Mamoulakis, C., et al. (2019) · Cells · doi:10.3390/cells8101251 · Cited by 72 · see citing works
Ueda, M., Iguchi, T., Masuda, T., Nakahara, Y., Hirata, H., Uchi, R., Niida, A., Momose, K., Sakimura, S., Chiba, K., et al. (2016) · Oncotarget · doi:10.18632/oncotarget.11409 · Cited by 73 · see citing works
Pishvaian, M. J., Bender, R. J., Matrisian, L. M., Rahib, L., Hendifar, A. E., Hoos, W. A., Mikhail, S., Chung, V. M., Picozzi, V. J., Heartwell, C., et al. (2016) · Oncotarget · doi:10.18632/oncotarget.13225 · Cited by 70 · see citing works
Current Status of Circulating Tumor DNA Liquid Biopsy in Pancreatic Cancer
Grunvald, M. W., Jacobson, R. A., Kuzel, T. M., Pappas, S. G., & Masood, A. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21207651 · Cited by 68 · see citing works
Sivapalan, L., Kocher, H. M., Ross‐Adams, H., & Chelala, C. (2020) · Pancreatology · doi:10.1016/j.pan.2020.12.017 · Cited by 71 · see citing works
Clinical value of ctDNA in upper-GI cancers: A systematic review and meta-analysis
Creemers, A., Krausz, S., Strijker, M., van der Wel, M. J., Soer, E. C., Reinten, R. J. A., Besselink, M. G., Wilmink, J. W., van de Vijver, M. J., van Noesel, C. J. M., et al. (2017) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2017.08.002 · Cited by 69 · see citing works
Imamura, T., Komatsu, S., Ichikawa, D., Kawaguchi, T., Miyamae, M., Okajima, W., Ohashi, T., Arita, T., Konishi, H., Shiozaki, A., et al. (2016) · World Journal of Gastroenterology · doi:10.3748/wjg.v22.i25.5627 · Cited by 68 · see citing works
Harnessing the Microbiome for Pancreatic Cancer Immunotherapy
Vitiello, G. A., Cohen, D. J., & Miller, G. (2019) · Trends in cancer · doi:10.1016/j.trecan.2019.10.005 · Cited by 65 · see citing works
How to use liquid biopsies to treat patients with cancer
Mattos‐Arruda, L. D., & Siravegna, G. (2021) · ESMO Open · doi:10.1016/j.esmoop.2021.100060 · Cited by 68 · see citing works
Recent Discoveries of Diagnostic, Prognostic and Predictive Biomarkers for Pancreatic Cancer
Khomiak, A., Brunner, M., Kordes, M., Lindblad, S., Miksch, R. C., Öhlund, D., & Regel, I. (2020) · Cancers · doi:10.3390/cancers12113234 · Cited by 64 · see citing works
Economopoulou, P., Kotsantis, I., Kyrodimos, E., Lianidou, E. S., & Psyrri, A. K. (2017) · Oral Oncology · doi:10.1016/j.oraloncology.2017.09.012 · Cited by 61 · see citing works
Liquid biopsies for management of pancreatic cancer
Samandari, M., Juliá, M. G., Rice, A. J., Chronopoulos, A., & Hernández, A. E. D. R. (2018) · Translational research · doi:10.1016/j.trsl.2018.07.008 · Cited by 63 · see citing works
Liquid biopsy in pancreatic cancer: the beginning of a new era
Yadav, D. K., Bai, X., Yadav, R. K., Singh, A., Li, G., Ma, T., Chen, W., & Liang, T. (2018) · Oncotarget · doi:10.18632/oncotarget.24809 · Cited by 60 · see citing works
Emerging Technologies for the Diagnosis of Perihilar Cholangiocarcinoma
Ilyas, S. I., Eaton, J. E., Yang, J. D., Chandrasekhara, V., & Gores, G. J. (2018) · Seminars in Liver Disease · doi:10.1055/s-0038-1655775 · Cited by 60 · see citing works
Bile-Based Cell-Free DNA Analysis Is a Reliable Diagnostic Tool in Pancreatobiliary Cancer
Driescher, C., Fuchs, K., Häberle, L., Goering, W., Frohn, L., Opitz, F. V., Haeussinger, D., Knoefel, W. T., Keitel, V., & Esposito, I. (2020) · Cancers · doi:10.3390/cancers13010039 · Cited by 57 · see citing works
Liquid biopsy in cholangiocarcinoma: Current status and future perspectives
Rompianesi, G., Martino, M. D., Gordon-Weeks, A. N., Montalti, R., & TROISI, R. I. (2021) · World Journal of Gastrointestinal Oncology · doi:10.4251/wjgo.v13.i5.332 · Cited by 56 · see citing works
Polívka, J., Pešta, M., & Jankú, F. (2015) · Expert Review of Molecular Diagnostics · doi:10.1586/14737159.2015.1110021 · Cited by 56 · see citing works
Evaluation of circulating tumor DNA as a biomarker in pancreatic cancer with liver metastasis
Uesato, Y., Sasahira, N., Ozaka, M., Sasaki, T., Takatsuki, M., & Zembutsu, H. (2020) · PLoS ONE · doi:10.1371/journal.pone.0235623 · Cited by 56 · see citing works
Circulating tumour cells and DNA as liquid biopsies in gastrointestinal cancer
Nordgård, O., Tjensvoll, K., Gilje, B., & Søreide, K. (2018) · British journal of surgery · doi:10.1002/bjs.10782 · Cited by 55 · see citing works
Optimized targeted sequencing of cell-free plasma DNA from bladder cancer patients
Christensen, E., Nordentoft, I., Vang, S., Birkenkamp-Demtröder, K., Jensen, J. B., Agerbæk, M., Pedersen, J. S., & Dyrskjøt, L. (2018) · Scientific Reports · doi:10.1038/s41598-018-20282-8 · Cited by 56 · see citing works
Luchini, C., Veronese, N., Nottegar, A., Cappelletti, V., Daidone, M. G., Smith, L., Parris, C. N., Brosens, L. A. A., Caruso, M. G., Liang Cheng, C., et al. (2019) · Cancers · doi:10.3390/cancers11081152 · Cited by 54 · see citing works
The Significance of Liquid Biopsy in Pancreatic Cancer
Qi, Z.-H., Xu, H., Zhang, S.-R., Xu, J.-Z., Li, S., Gao, H.-L., Jin, W., Wang, W.-Q., Wu, C., Ni, Q., et al. (2018) · Journal of Cancer · doi:10.7150/jca.24591 · Cited by 53 · see citing works
High‐throughput isolation of circulating tumor DNA : a comparison of automated platforms
van Dessel, L. F., Vitale, S. R., Helmijr, J., Wilting, S. M., van der Vlugt‐Daane, M., Hoop, E. O., Sleijfer, S., Martens, J. W. M., Jansen, M. P. H. M., & Lolkema, M. P. (2018) · Molecular Oncology · doi:10.1002/1878-0261.12415 · Cited by 53 · see citing works
Circulating tumor DNA analysis in the era of precision oncology
Said, R., Guibert, N. M., Oxnard, G. R., & Tsimberidou, A. M. (2020) · Oncotarget · doi:10.18632/oncotarget.27418 · Cited by 53 · see citing works
Characteristics and Clinical Application of Extracellular Vesicle-Derived DNA
Hur, J. Y., & Lee, K. Y. (2021) · Cancers · doi:10.3390/cancers13153827 · Cited by 51 · see citing works
Reese, K.-L., Pantel, K., & Smit, D. J. (2024) · Journal of Experimental & Clinical Cancer Research · doi:10.1186/s13046-024-03166-w · Cited by 54 · see citing works
Circulating tumor DNA as a liquid biopsy target for detection of pancreatic cancer
Takai, E., & Yachida, S. (2016) · World Journal of Gastroenterology · doi:10.3748/wjg.v22.i38.8480 · Cited by 50 · see citing works
Pritchett, M. A., Camidge, D. R., Patel, M., Khatri, J., Boniol, S., Friedman, E. K., Khomani, A., Dalia, S. M., Baker-Neblett, K. L., Plagnol, V., et al. (2019) · JCO Precision Oncology · doi:10.1200/po.18.00299 · Cited by 50 · see citing works
Next-Generation Biomarkers for Cholangiocarcinoma
Rodrigues, P. M., Vogel, A., Arrese, M. A., Balderramo, D. C., Valle, J. W., & Bañales, J. M. (2021) · Cancers · doi:10.3390/cancers13133222 · Cited by 50 · see citing works
Lapin, M., Edland, K. H., Tjensvoll, K., Oltedal, S., Austdal, M., Garresori, H., Rozenholc, Y., Gilje, B., & Nordgård, O. (2023) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-22-3526 · Cited by 49 · see citing works
The Role of Cell-Free DNA in Cancer Treatment Decision Making
Telekes, A., & Horváth, A. (2022) · Cancers · doi:10.3390/cancers14246115 · Cited by 48 · see citing works
Targeted deep sequencing of circulating tumor DNA in metastatic pancreatic cancer
Berger, A. W., Schwerdel, D., Ettrich, T. J., Hann, A., Schmidt, S. A., Kleger, A., Marienfeld, R. B., & Seufferlein, T. T. W. (2017) · Oncotarget · doi:10.18632/oncotarget.23330 · Cited by 48 · see citing works
Invited review—next-generation sequencing: a modern tool in cytopathology
Roy‐Chowdhuri, S., Pisapia, P., Salto‐Tellez, M., Savic, S., Nacchio, M., de Biase, D., Tallini, G., Troncone, G., & Schmitt, F. C. (2019) · Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin · doi:10.1007/s00428-019-02559-z · Cited by 47 · see citing works
Advances in Liquid Biopsy Technology and Implications for Pancreatic Cancer
Raufi, A. G., May, M. S., Hadfield, M. J., Seyhan, A. A., & El‐Deiry, W. S. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms24044238 · Cited by 45 · see citing works
Biomarker-Based Therapy in Pancreatic Ductal Adenocarcinoma: An Emerging Reality?
Krantz, B. A., & O'Reilly, E. M. (2017) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-16-3169 · Cited by 43 · see citing works
Dreyer, S. B., Jamieson, N. B., Evers, L., Duthie, F. R., Cooke, S., Marshall, J., Beraldi, D., Knight, S. R., Upstill‐Goddard, R., Dickson, E. J., et al. (2019) · Chinese Clinical Oncology · doi:10.21037/cco.2019.04.06 · Cited by 43 · see citing works
Johnson, R. M., Qu, X., Lin, C.-F., Huw, L.-Y., Venkatanarayan, A., Sokol, E., Ou, F.-S., Ihuegbu, N., Zill, O. A., Kabbarah, O., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-33172-5 · Cited by 42 · see citing works
Overview of Molecular Testing of Cytology Specimens
Huang, M., & Wei, S. (2019) · Acta Cytologica · doi:10.1159/000497187 · Cited by 42 · see citing works
Assessment of circulating copy number variant detection for cancer screening
Molparia, B., Nichani, E., & Torkamani, A. (2017) · PLoS ONE · doi:10.1371/journal.pone.0180647 · Cited by 42 · see citing works
Tang, H., Partyka, K. A., Hsueh, P. Y., Sinha, J. Y., Kletter, D., Zeh, H. J., Huang, Y., Brand, R. E., & Haab, B. B. (2015) · Cellular and Molecular Gastroenterology and Hepatology · doi:10.1016/j.jcmgh.2015.12.003 · Cited by 41 · see citing works
Circulating Cell-Free DNA—Diagnostic and Prognostic Applications in Personalized Cancer Therapy
Oellerich, M., Schütz, E., Beck, J., & Walson, P. D. (2018) · Therapeutic Drug Monitoring · doi:10.1097/ftd.0000000000000566 · Cited by 40 · see citing works
Wilson, H. L., D'Agostino, R. B., Meegalla, N. T., Petro, R. M., Commander, S., Topaloĝlu, Ü., Zhang, W., & Porosnicu, M. (2020) · The Oncologist · doi:10.1002/onco.13573 · Cited by 40 · see citing works
Manne, A., Woods, E., Tsung, A., & Mittra, A. (2021) · Frontiers in Oncology · doi:10.3389/fonc.2021.768009 · Cited by 39 · see citing works
Liquid Biopsy and its Potential for Management of Hepatocellular Carcinoma
Zhou, J., Huang, A., & Yang, X. (2016) · Journal of Gastrointestinal Cancer · doi:10.1007/s12029-016-9801-0 · Cited by 38 · see citing works
Diagnostic and prognostic impact of cell-free DNA in human cancers: Systematic review
Červená, K., Vodička, P., & Vymetalkova, V. P. (2019) · Mutation Research/Reviews in Mutation Research · doi:10.1016/j.mrrev.2019.05.002 · Cited by 38 · see citing works
Lapin, M., Huang, H. J., Chagani, S., Javle, M. M., Shroff, R. T., Pant, S., Gouda, M. A., Raina, A., Madwani, K., Holley, V. R., et al. (2022) · JCO Precision Oncology · doi:10.1200/po.21.00197 · Cited by 38 · see citing works
- Authors
- Zill, O. A., Greene, C., Sebisanovic, D., Siew, L. M., Leng, J., Vu, M., Hendifar, A. E., Wang, Z., Atreya, C. E., Kelley, R. K., Van Loon, K., Ko, A. H., Tempero, M. A., Bivona, T. G., Munster, P. N., Talasaz, A., & Collisson, E. A.
- Affiliations
- University of California, San Francisco (US)
- Guardant (United States) (US)
- University of South Alabama (US)
- Cedars-Sinai Medical Center (US)
- 2Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California.
- Corresponding author
- Collisson, Eric A.
- ORCID
- Venue
- Cancer Discovery
- Published
- 2015-09-30
- Volume
- 5
- Issue
- 10
- Pages
- 1040-1048
- ISSN
- 2159-8274 (ISSN-L)
- 2159-8290
- PMC
- PMC4592417
- OpenAlex
- W2113754052
- Cited by
- 282
- References
- 31
- Citations by year
- 2026: 11 · 2025: 20 · 2024: 16 · 2023: 29 · 2022: 21 · 2021: 31 · 2020: 29 · 2019: 30 · 2018: 35 · 2017: 31 · 2016: 21 · 2015: 8
- FWCI
- 10.46
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Cancer Discovery (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Cancer Institute (DP2CA174497, K08CA175153)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Health Sciences › Medicine › Oncology › Pancreatic and Hepatic Oncology Research
- Health Sciences › Medicine › Surgery › Cholangiocarcinoma and Gallbladder Cancer Studies
- Keywords
- cell-free DNA sequencing, circulating tumor DNA, pancreatic cancer, biliary tract cancer, precision oncology, tumor mutation detection, diagnostic accuracy, tumor markers, liquid biopsy
- MeSH terms
- Bile Duct Neoplasms, Carcinoma, DNA, Neoplasm, Humans, Mutation, Neoplasm Staging, Pancreatic Neoplasms, Prognosis, Sensitivity and Specificity, Biomarkers, Tumor, Reproducibility of Results, Disease Progression, Gene Expression Profiling, High-Throughput Nucleotide Sequencing, Mutation Rate
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