TY - JOUR
T1 - Evaluation of liquid from the Papanicolaou test and other liquid biopsies for the detection of endometrial and ovarian cancers
AU - Wang, Yuxuan
AU - Li, Lu
AU - Douville, Christopher
AU - Cohen, Joshua D.
AU - Yen, Ting Tai
AU - Kinde, Isaac
AU - Sundfelt, Karin
AU - Kjær, Susanne K.
AU - Hruban, Ralph H.
AU - Shih, Ie Ming
AU - Wang, Tian Li
AU - Kurman, Robert J.
AU - Springer, Simeon
AU - Ptak, Janine
AU - Popoli, Maria
AU - Schaefer, Joy
AU - Silliman, Natalie
AU - Dobbyn, Lisa
AU - Tanner, Edward J.
AU - Angarita, Ana
AU - Lycke, Maria
AU - Jochumsen, Kirsten
AU - Afsari, Bahman
AU - Danilova, Ludmila
AU - Levine, Douglas A.
AU - Jardon, Kris
AU - Zeng, Xing
AU - Arseneau, Jocelyne
AU - Fu, Lili
AU - Diaz, Luis A.
AU - Karchin, Rachel
AU - Tomasetti, Cristian
AU - Kinzler, Kenneth W.
AU - Vogelstein, Bert
AU - Fader, Amanda N.
AU - Gilbert, Lucy
AU - Papadopoulos, Nickolas
N1 - Funding Information:
We thank our patients for their courage and generosity. We thank C. Blair, K. Judge, and S. Lio for technical and clinical assistance. We thank E. Cook for artistic contribution. We also thank X. V. Le, B. Kohl, D. Nevriouev, M. Clare, R. Thorp, N. V. Tien, N. V. Bang, B. D. Phu, P. H. Nguyen, L. Catrinici, S. Stepa, V. Cernat, L. Gutu, V. Bucinschi, S. Doruc, M. Ciobanu, S. Mura, M. Cernat, A. Clipca, G. Gorincioi, D. Tcaciuc, N. Botnariuc, I. Chemencedji, I. Stancu, I. Caraman, and M. Pirtac for help with sample procurement. Funding: This work was supported by the Virginia and D.K. Ludwig Fund for Cancer Research, the John Templeton Foundation, Swim Across America, the Sol Goldman Sequencing Facility at Johns Hopkins, the Commonwealth Foundation, the Conrad R. Hilton Foundation, the U.S. Department of Defense (W81XWH-11-2-0230), the NIH, the National Cancer Institute (CA06973, CA200469, CA215483, and U24CA204817), the Basser Center for BRCA Gray Foundation, the Swedish Cancer Foundation, the Göteborg Medical Society, the Royal Victoria Hospital Foundation, the Carole Epstein Foundation, the Doggone Foundation, the MERMAID Project, the Novo Nordisk Foundation (NNF14OC0012483), the Honorable Tina Brozman Foundation, Stand Up to Cancer Colorectal Cancer Dream Team Translational Research Grant (SU2C-AACR-DT22-17), and the Early Detection Research Network (UO1 CA200469). Author contributions: B.V., N.P., L.G., A.N.F., K.W.K., L.A.D., and Y.W. designed the study; B.V., J.P., J.S., N.S., L. Dobbyn, and M.P. performed the sample preparation and massively parallel sequencing; Y.W., C.D., J.D.C., I.K., S.S., and R.K. performed the analysis of the sequencing data; L.L., B.A., L. Danilova, and C.T. developed the algorithm for statistical analysis; R.H.H., I.-M.S., T.-L.W., and R.J.K. performed the pathology assessment of the tumor tissue; K.S., S.K.K., T.-T.Y., E.J.T., A.A., M.L., K. Jochumsen, D.A.L., K. Jardon, X.Z., J.A., L.F., L.A.D., B.V., A.N.F., and L.G. contributed to patient recruitment and sample acquisition; Y.W., C.T., K.W.K., B.V., A.N.F., L.G., and N.P. interpreted the data; and all the authors contributed to the writing and reviewing of the manuscript. Competing interests: Under agreements between the Johns Hopkins University (JHU), Genzyme, Sysmex Inostics, Qiagen, Invitrogen, and Personal Genome Diagnostics, B.V., K.W.K., N.P., and L.A.D. are entitled to a share of the royalties received by the university on the sales of products related to genes and technologies described in this manuscript. B.V., K.W.K., N.P., and L.A.D. are cofounders of Personal Genome Diagnostics and PapGene Inc., are members of the Scientific Advisory Boards of Sysmex Inostics, Personal Genome Diagnostics, and PapGene Inc., and own Personal Genome Diagnostics and PapGene Inc. stock, which is subject to certain restrictions under JHU policy. I.K. is a cofounder and chief scientific officer of PapGene Inc. The company has licensed previously described technologies related to the work described in this paper. The terms of these arrangements are managed by the JHU in accordance with its conflict of interest policies. Part of the technology described in U.S. Patent 20150292027 (Papanicolaou Test for Ovarian and Endometrial Cancers) was applied in this study. Y.W., K.W.K., N.P., C.T., and B.V. are inventors on a patent application on the use of biomarker combinations for the detection of gynecologic cancers. This application will be submitted by the JHU and managed in accordance with its conflict of interest policies. Y.W., K.W.K., N.P., B.V., R.K., I.K., L.D., and C.D. are inventors of technologies that are related to those described in this paper and that are associated with equity or royalty payments to the inventors. The terms of these arrangements are being managed by JHU in accordance with its conflict of interest policies. L.G. is listed as a co-inventor on U.S. Provisional Patent application no. 62/656,525 (Uterine Brush and Sample Collection Kit, and Method of Collecting Endometrial Cells from the Uterus) that partially describes the intrauterine sampling method outlined in this paper.
Publisher Copyright:
Copyright © 2018 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science.
PY - 2018/3/21
Y1 - 2018/3/21
N2 - We report the detection of endometrial and ovarian cancers based on genetic analyses of DNA recovered from the fluids obtained during a routine Papanicolaou (Pap) test. The new test, called PapSEEK, incorporates assays for mutations in 18 genes as well as an assay for aneuploidy. In Pap brush samples from 382 endometrial cancer patients, 81% [95% confidence interval (CI), 77 to 85%] were positive, including 78% of patients with early-stage disease. The sensitivity in 245 ovarian cancer patients was 33% (95% CI, 27 to 39%), including 34% of patients with early-stage disease. In contrast, only 1.4% of 714 women without cancer had positive Pap brush samples (specificity, ~99%). Next, we showed that intrauterine sampling with a Tao brush increased the detection of malignancy over endocervical sampling with a Pap brush: 93% of 123 (95% CI, 87 to 97%) patients with endometrial cancer and 45% of 51 (95% CI, 31 to 60%) patients with ovarian cancer were positive, whereas none of the samples from 125 women without cancer were positive (specificity, 100%). Finally, in 83 ovarian cancer patients in whom plasma was available, circulating tumor DNA was found in 43% of patients (95% CI, 33 to 55%). When plasma and Pap brush samples were both tested, the sensitivity for ovarian cancer increased to 63% (95% CI, 51 to 73%). These results demonstrate the potential of mutation-based diagnostics to detect gynecologic cancers at a stage when they are more likely to be curable.
AB - We report the detection of endometrial and ovarian cancers based on genetic analyses of DNA recovered from the fluids obtained during a routine Papanicolaou (Pap) test. The new test, called PapSEEK, incorporates assays for mutations in 18 genes as well as an assay for aneuploidy. In Pap brush samples from 382 endometrial cancer patients, 81% [95% confidence interval (CI), 77 to 85%] were positive, including 78% of patients with early-stage disease. The sensitivity in 245 ovarian cancer patients was 33% (95% CI, 27 to 39%), including 34% of patients with early-stage disease. In contrast, only 1.4% of 714 women without cancer had positive Pap brush samples (specificity, ~99%). Next, we showed that intrauterine sampling with a Tao brush increased the detection of malignancy over endocervical sampling with a Pap brush: 93% of 123 (95% CI, 87 to 97%) patients with endometrial cancer and 45% of 51 (95% CI, 31 to 60%) patients with ovarian cancer were positive, whereas none of the samples from 125 women without cancer were positive (specificity, 100%). Finally, in 83 ovarian cancer patients in whom plasma was available, circulating tumor DNA was found in 43% of patients (95% CI, 33 to 55%). When plasma and Pap brush samples were both tested, the sensitivity for ovarian cancer increased to 63% (95% CI, 51 to 73%). These results demonstrate the potential of mutation-based diagnostics to detect gynecologic cancers at a stage when they are more likely to be curable.
UR - http://www.scopus.com/inward/record.url?scp=85044537049&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85044537049&partnerID=8YFLogxK
U2 - 10.1126/scitranslmed.aap8793
DO - 10.1126/scitranslmed.aap8793
M3 - Article
C2 - 29563323
AN - SCOPUS:85044537049
SN - 1946-6234
VL - 10
JO - Science translational medicine
JF - Science translational medicine
IS - 433
M1 - 8793
ER -