Impact of Whole Genome Doubling on Detection of Circulating Tumor DNA in Colorectal Cancer

被引:8
作者
Kabel, Jonas [1 ,2 ]
Henriksen, Tenna Vesterman [1 ,2 ]
Demuth, Christina [1 ,2 ]
Frydendahl, Amanda [1 ,2 ]
Rasmussen, Mads Heilskov [1 ,2 ]
Nors, Jesper [1 ,2 ]
Birkbak, Nicolai J. [1 ,2 ]
Madsen, Anders Husted [3 ]
Love, Uffe S. [4 ]
Andersen, Per Vadgaard [5 ]
Kolbro, Thomas [6 ]
Monti, Alessio [7 ]
Thorlacius-Ussing, Ole [8 ]
Gogenur, Mikail [9 ]
Kildsig, Jeppe [10 ]
Schlesinger, Nis Hallundbaek [11 ]
Bondeven, Peter [12 ]
Iversen, Lene Hjerrild [13 ]
Gotschalck, Kare Andersson [14 ]
Andersen, Claus Lindbjerg [1 ,2 ]
机构
[1] Aarhus Univ Hosp, Dept Mol Med, DK-8200 Aarhus, Denmark
[2] Aarhus Univ, Dept Clin Med, DK-8000 Aarhus, Denmark
[3] Reg Hosp Herning, Dept Surg, DK-7400 Herning, Denmark
[4] Reg Hosp Viborg, Dept Surg, DK-8800 Viborg, Denmark
[5] Odense Univ Hosp, Dept Surg, DK-5000 Odense, Denmark
[6] Odense Univ Hosp, Dept Surg, DK-5700 Svendborg, Denmark
[7] Hjorring Hosp, Dept Surg, DK-9800 Hjorring, Denmark
[8] Aalborg Univ, Clin Canc Res Ctr, DK-9000 Aalborg, Denmark
[9] Zealand Univ Hosp, Ctr Surg Sci, DK-4600 Koge, Denmark
[10] Copenhagen Univ Hosp, Dept Surg, DK-2730 Herlev, Denmark
[11] Univ Hosp Bispebjerg, Dept Surg, DK-2400 Copenhagen, Denmark
[12] Reg Hosp Randers, Dept Surg, DK-8900 Randers, Denmark
[13] Aarhus Univ Hosp, Dept Surg, DK-8200 Aarhus, Denmark
[14] Reg Hosp Horsens, Dept Surg, DK-8700 Horsens, Denmark
关键词
whole genome doubling; circulating tumor DNA; colorectal cancer; cancer diagnostics; VALIDATION; SAMPLES;
D O I
10.3390/cancers15041136
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Measurements of circulating tumor DNA is a promising new tool in early detection of cancer and the detection of residual cancer disease. To ensure a high test sensitivity, detailed knowledge about factors that may influence circulating tumor DNA levels is needed. To this end, we investigate a cancer phenomenon in which tumor cells undergo a doubling of the entire genome, thus containing double the normal amount of DNA. We test the hypothesis that DNA from these genome-doubled tumors is more easily detected in blood plasma samples compared to non-genome-doubled tumors. We found that the probability of detecting circulating tumor DNA was higher among genome-doubled tumors than non-genome-doubled tumors. The results thus indicate that increased amounts of tumor-cell DNA lead to increased amounts of tumor DNA in the circulation. Objective: Circulating tumor DNA (ctDNA) is a candidate biomarker of cancer with practice-changing potential in the detection of both early and residual disease. Disease stage and tumor size affect the probability of ctDNA detection, whereas little is known about the influence of other tumor characteristics on ctDNA detection. This study investigates the impact of tumor cell whole-genome doubling (WGD) on the detection of ctDNA in plasma collected preoperatively from newly diagnosed colorectal cancer (CRC) patients. Methods: WGD was estimated from copy numbers derived from whole-exome sequencing (WES) data of matched tumor and normal DNA from 833 Danish CRC patients. To explore if tumor WGD status impacts ctDNA detection, we applied tumor-informed ctDNA analysis to preoperative plasma samples from all patients. Results: Patients with WGD+ tumors had 53% increased odds of being ctDNA positive (OR = 1.53, 95%CI: 1.12-2.09). After stratification for UICC stage, the association persisted for Stage I (OR = 2.44, 95%CI: 1.22-5.03) and Stage II (OR = 1.76, 95%CI: 1.11-2.81) but not for Stage III (OR = 0.83, 95%CI: 0.44-1.53) patients. Conclusion: The presence of WGD significantly increases the probability of detecting ctDNA, particularly for early-stage disease. In patients with more advanced disease, the benefit of WGD on ctDNA detection is less pronounced, consistent with increased DNA shedding from these tumors, making ctDNA detection less dependent on the amount of ctDNA released per tumor cell.
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页数:13
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共 41 条
  • [1] Phylogenetic ctDNA analysis depicts early-stage lung cancer evolution
    Abbosh, Christopher
    Birkbak, Nicolai J.
    Wilson, Gareth A.
    Jamal-Hanjani, Mariam
    Constantin, Tudor
    Salari, Raheleh
    Le Quesne, John
    Moore, David A.
    Veeriah, Selvaraju
    Rosenthal, Rachel
    Marafioti, Teresa
    Kirkizlar, Eser
    Watkins, Thomas B. K.
    McGranahan, Nicholas
    Ward, Sophia
    Martinson, Luke
    Riley, Joan
    Fraioli, Francesco
    Al Bakir, Maise
    Gronroos, Eva
    Zambrana, Francisco
    Endozo, Raymondo
    Bi, Wenya Linda
    Fennessy, Fiona M.
    Sponer, Nicole
    Johnson, Diana
    Laycock, Joanne
    Shafi, Seema
    Czyzewska-Khan, Justyna
    Rowan, Andrew
    Chambers, Tim
    Matthews, Nik
    Turajlic, Samra
    Hiley, Crispin
    Lee, Siow Ming
    Forster, Martin D.
    Ahmad, Tanya
    Falzon, Mary
    Borg, Elaine
    Lawrence, David
    Hayward, Martin
    Kolvekar, Shyam
    Panagiotopoulos, Nikolaos
    Janes, Sam M.
    Thakrar, Ricky
    Ahmed, Asia
    Blackhall, Fiona
    Summers, Yvonne
    Hafez, Dina
    Naik, Ashwini
    [J]. NATURE, 2017, 545 (7655) : 446 - +
  • [2] [Anonymous], CANC GENOME ATLAS PR
  • [3] Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies
    Bettegowda, Chetan
    Sausen, Mark
    Leary, Rebecca J.
    Kinde, Isaac
    Wang, Yuxuan
    Agrawal, Nishant
    Bartlett, Bjarne R.
    Wang, Hao
    Luber, Brandon
    Alani, Rhoda M.
    Antonarakis, Emmanuel S.
    Azad, Nilofer S.
    Bardelli, Alberto
    Brem, Henry
    Cameron, John L.
    Lee, Clarence C.
    Fecher, Leslie A.
    Gallia, Gary L.
    Gibbs, Peter
    Le, Dung
    Giuntoli, Robert L.
    Goggins, Michael
    Hogarty, Michael D.
    Holdhoff, Matthias
    Hong, Seung-Mo
    Jiao, Yuchen
    Juhl, Hartmut H.
    Kim, Jenny J.
    Siravegna, Giulia
    Laheru, Daniel A.
    Lauricella, Calogero
    Lim, Michael
    Lipson, Evan J.
    Marie, Suely Kazue Nagahashi
    Netto, George J.
    Oliner, Kelly S.
    Olivi, Alessandro
    Olsson, Louise
    Riggins, Gregory J.
    Sartore-Bianchi, Andrea
    Schmidt, Kerstin
    Shih, Ie-Ming
    Oba-Shinjo, Sueli Mieko
    Siena, Salvatore
    Theodorescu, Dan
    Tie, Jeanne
    Harkins, Timothy T.
    Veronese, Silvio
    Wang, Tian-Li
    Weingart, Jon D.
    [J]. SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (224)
  • [4] Genome doubling shapes the evolution and prognosis of advanced cancers
    Bielski, Craig M.
    Zehir, Ahmet
    Penson, Alexander V.
    Donoghue, Mark T. A.
    Chatila, Walid
    Armenia, Joshua
    Chang, Matthew T.
    Schram, Alison M.
    Jonsson, Philip
    Bandlamudi, Chaitanya
    Razavi, Pedram
    Iyer, Gopa
    Robson, Mark E.
    Stadler, Zsofia K.
    Schultz, Nikolaus
    Baselga, Jose
    Solit, David B.
    Hyman, David M.
    Berger, Michael F.
    Taylor, Barry S.
    [J]. NATURE GENETICS, 2018, 50 (08) : 1189 - +
  • [5] Clinicopathological parameters for circulating tumor DNA shedding in surgically resected non-small cell lung cancer with EGFR or KRAS mutation
    Cho, Min-Sun
    Park, Chul Hwan
    Lee, Sungsoo
    Park, Heae Surng
    [J]. PLOS ONE, 2020, 15 (03):
  • [6] Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples
    Cibulskis, Kristian
    Lawrence, Michael S.
    Carter, Scott L.
    Sivachenko, Andrey
    Jaffe, David
    Sougnez, Carrie
    Gabriel, Stacey
    Meyerson, Matthew
    Lander, Eric S.
    Getz, Gad
    [J]. NATURE BIOTECHNOLOGY, 2013, 31 (03) : 213 - 219
  • [7] Detection and localization of surgically resectable cancers with a multi-analyte blood test
    Cohen, Joshua D.
    Li, Lu
    Wang, Yuxuan
    Thoburn, Christopher
    Afsari, Bahman
    Danilova, Ludmila
    Douville, Christopher
    Javed, Ammar A.
    Wong, Fay
    Mattox, Austin
    Hruban, Ralph. H.
    Wolfgang, Christopher L.
    Goggins, Michael G.
    Dal Molin, Marco
    Wang, Tian-Li
    Roden, Richard
    Klein, Alison P.
    Ptak, Janine
    Dobbyn, Lisa
    Schaefer, Joy
    Silliman, Natalie
    Popoli, Maria
    Vogelstein, Joshua T.
    Browne, James D.
    Schoen, Robert E.
    Brand, Randall E.
    Tie, Jeanne
    Gibbs, Peter
    Wong, Hui-Li
    Mansfield, Aaron S.
    Jen, Jin
    Hanash, Samir M.
    Falconi, Massimo
    Allen, Peter J.
    Zhou, Shibin
    Bettegowda, Chetan
    Diaz, Luis A., Jr.
    Tomasetti, Cristian
    Kinzler, Kenneth W.
    Vogelstein, Bert
    Lennon, Anne Marie
    Papadopoulos, Nickolas
    [J]. SCIENCE, 2018, 359 (6378) : 926 - +
  • [8] Personalized Detection of Circulating Tumor DNA Antedates Breast Cancer Metastatic Recurrence
    Coombes, Raoul Charles
    Page, Karen
    Salari, Raheleh
    Hastings, Robert K.
    Armstrong, Anne
    Ahmed, Samreen
    Ali, Simak
    Cleator, Susan
    Kenny, Laura
    Stebbing, Justin
    Rutherford, Mark
    Sethi, Himanshu
    Boydell, Anna
    Swenerton, Ryan
    Fernandez-Garcia, Daniel
    Gleason, Kelly L. T.
    Goddard, Katie
    Guttery, David S.
    Assaf, Zoe J.
    Wu, Hsin-Ta
    Natarajan, Prashanthi
    Moore, David A.
    Primrose, Lindsay
    Dashner, Scott
    Tin, Antony S.
    Balcioglu, Mustafa
    Srinivasan, Ramya
    Shchegrova, Svetlana V.
    Olson, Alexander
    Hafez, Dina
    Billings, Paul
    Aleshin, Alexey
    Rehman, Farah
    Toghill, Bradley J.
    Hills, Allison
    Louie, Maggie C.
    Lin, Cheng-Ho Jimmy
    Zimmermann, Bernhard G.
    Shaw, Jaqueline A.
    [J]. CLINICAL CANCER RESEARCH, 2019, 25 (14) : 4255 - 4263
  • [9] Creasy T.Z.W., 2022, R PACKAGE VERSION 22
  • [10] Tolerance of Whole-Genome Doubling Propagates Chromosomal Instability and Accelerates Cancer Genome Evolution
    Dewhurst, Sally M.
    McGranahan, Nicholas
    Burrell, Rebecca A.
    Rowan, Andrew J.
    Groenroos, Eva
    Endesfelder, David
    Joshi, Tejal
    Mouradov, Dmitri
    Gibbs, Peter
    Ward, Robyn L.
    Hawkins, Nicholas J.
    Szallasi, Zoltan
    Sieber, Oliver M.
    Swanton, Charles
    [J]. CANCER DISCOVERY, 2014, 4 (02) : 175 - 185