Quantitative evidence for early metastatic seeding in colorectal cancer

被引:330
作者
Hu, Zheng [1 ,2 ,3 ]
Ding, Jie [1 ,2 ,3 ,12 ]
Ma, Zhicheng [1 ,2 ,3 ]
Sun, Ruping [1 ,2 ,3 ]
Seoane, Jose A. [1 ,2 ,3 ]
Shaffer, J. Scott [3 ]
Suarez, Carlos J. [4 ]
Berghoff, Anna S. [5 ,6 ,7 ]
Cremolini, Chiara [8 ]
Falcone, Alfredo [8 ]
Loupakis, Fotios [9 ]
Birner, Peter [5 ,10 ]
Preusser, Matthias [5 ,6 ]
Lenz, Heinz-Josef [11 ]
Curtis, Christina [1 ,2 ,3 ]
机构
[1] Stanford Univ, Dept Med, Div Oncol, Sch Med, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Genet, Sch Med, Stanford, CA 94305 USA
[3] Stanford Univ, Stanford Canc Inst, Sch Med, Stanford, CA 94305 USA
[4] Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USA
[5] Med Univ Vienna, Comprehens Canc Ctr, CNS Tumor Unit, Vienna, Austria
[6] Med Univ Vienna, Div Oncol, Dept Med 1, Vienna, Austria
[7] Med Univ Vienna, Inst Neurol, Vienna, Austria
[8] Univ Hosp Pisa, Dept Oncol, Pisa, Italy
[9] IRCCS, Unit Med Oncol 1, Dept Clin & Expt Oncol, Ist Oncol Veneto, Padua, Italy
[10] Med Univ Vienna, Dept Pathol, Vienna, Austria
[11] Univ Southern Calif, Keck Sch Med, Dept Med Oncol, Norris Comprehens Canc Ctr, Los Angeles, CA USA
[12] Veracyte Inc, San Francisco, CA USA
基金
美国国家卫生研究院;
关键词
INTRATUMORAL HETEROGENEITY; SEQUENCING REVEALS; BRAIN METASTASES; PATTERNS; MUTATIONS; EVOLUTION; DYNAMICS; ORIGINS; TUMORS; MODEL;
D O I
10.1038/s41588-019-0423-x
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Both the timing and molecular determinants of metastasis are unknown, hindering treatment and prevention efforts. Here we characterize the evolutionary dynamics of this lethal process by analyzing exome-sequencing data from 118 biopsies from 23 patients with colorectal cancer with metastases to the liver or brain. The data show that the genomic divergence between the primary tumor and metastasis is low and that canonical driver genes were acquired early. Analysis within a spatial tumor growth model and statistical inference framework indicates that early disseminated cells commonly (81%07 out of 21evaluable patients) seed metastases while the carcinoma is clinically undetectable (typically, less than 0.01cm(3)). We validated the association between early drivers and metastasis in an independent cohort of 2,751 colorectal cancers, demonstrating their utility as biomarkers of metastasis. This conceptual and analytical framework provides quantitative in vivo evidence that systemic spread can occur early in colorectal cancer and illuminates strategies for patient stratification and therapeutic targeting of the canonical drivers of tumorigenesis.
引用
收藏
页码:1113 / +
页数:13
相关论文
共 80 条
  • [1] AACR Project GENIE: Powering Precision Medicine through an International Consortium
    Andre, Fabrice
    Arnedos, Monica
    Baras, Alexander S.
    Baselga, Jose
    Bedard, Philippe L.
    Berger, Michael F.
    Bierkens, Mariska
    Calvo, Fabien
    Cerami, Ethan
    Chakravarty, Debyani
    Dang, Kristen K.
    Davidson, Nancy E.
    Del Vecchio, Fitz Catherine
    Dogan, Semih
    DuBois, Raymond N.
    Ducar, Matthew D.
    Futreal, P. Andrew
    Gao Jianjiong
    Garcia, Francisco
    Gardos, Stu
    Gocke, Christopher D.
    Gross, Benjamin E.
    Guinney, Justin
    Heins, Zachary J.
    Hintzen, Stephanie
    Horlings, Hugo
    Hudecek, Jan
    Hyman, David M.
    Kamel-Reid, Suzanne
    Kandoth, Cyriac
    Kinyua, Walter
    Kumari, Priti
    Kundra, Ritika
    Ladanyi, Marc
    Lefebvre, Celine
    LeNoue-Newton, Michele L.
    Lepisto, Eva M.
    Levy, Mia A.
    Lindeman, Neal, I
    Lindsay, James
    Liu, David
    Lu Zhibin
    MacConaill, Laura E.
    Ian, Maurer
    Maxwell, David S.
    Meijer, Gerrit A.
    Meric-Bernstam, Funda
    Micheel, Christine M.
    Miller, Clinton
    Mills, Gordon
    [J]. CANCER DISCOVERY, 2017, 7 (08) : 818 - 831
  • [2] Surgical management of patients with colorectal cancer and simultaneous liver and lung metastases
    Andres, A.
    Mentha, G.
    Adam, R.
    Gerstel, E.
    Skipenko, O. G.
    Barroso, E.
    Lopez-Ben, S.
    Hubert, C.
    Majno, P. E.
    Toso, C.
    [J]. BRITISH JOURNAL OF SURGERY, 2015, 102 (06) : 691 - 699
  • [3] Beaumont MA, 2002, GENETICS, V162, P2025
  • [4] Differential role of angiogenesis and tumour cell proliferation in brain metastases according to primary tumour type: analysis of 639 cases
    Berghoff, A. S.
    Ilhan-Mutlu, A.
    Dinhof, C.
    Magerle, M.
    Hackl, M.
    Widhalm, G.
    Hainfellner, J. A.
    Dieckmann, K.
    Pichler, J.
    Hutterer, M.
    Melchardt, T.
    Bartsch, R.
    Zielinski, C. C.
    Birner, P.
    Preusser, M.
    [J]. NEUROPATHOLOGY AND APPLIED NEUROBIOLOGY, 2015, 41 (02) : E41 - E55
  • [5] Invasion patterns in brain metastases of solid cancers
    Berghoff, Anna S.
    Rajky, Orsolya
    Winkler, Frank
    Bartsch, Rupert
    Furtner, Julia
    Hainfellner, Johannes A.
    Goodman, Simon L.
    Weller, Michael
    Schittenhelm, Jens
    Preusser, Matthias
    [J]. NEURO-ONCOLOGY, 2013, 15 (12) : 1664 - 1672
  • [6] Oncogenic Kras drives invasion and maintains metastases in colorectal cancer
    Boutin, Adam T.
    Liao, Wen-Ting
    Wang, Melody
    Hwang, Soyoon Sarah
    Karpinets, Tatiana V.
    Cheung, Hannah
    Chu, Gerald C.
    Jiang, Shan
    Hu, Jian
    Chang, Kyle
    Vilar, Eduardo
    Song, Xingzhi
    Zhang, Jianhua
    Kopetz, Scott
    Futreal, Andrew
    Wang, Y. Alan
    Kwong, Lawrence N.
    DePinho, Ronald A.
    [J]. GENES & DEVELOPMENT, 2017, 31 (04) : 370 - 382
  • [7] Quantifying Clonal and Subclonal Passenger Mutations in Cancer Evolution
    Bozic, Ivana
    Gerold, Jeffrey M.
    Nowak, Martin A.
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2016, 12 (02)
  • [8] Accumulation of driver and passenger mutations during tumor progression
    Bozic, Ivana
    Antal, Tibor
    Ohtsuki, Hisashi
    Carter, Hannah
    Kim, Dewey
    Chen, Sining
    Karchin, Rachel
    Kinzler, Kenneth W.
    Bogelstein, Bert
    Nowak, Martin A.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (43) : 18545 - 18550
  • [9] Comparative sequencing analysis reveals high genomic concordance between matched primary and metastatic colorectal cancer lesions
    Brannon, A. Rose
    Vakiani, Efsevia
    Sylvester, Brooke E.
    Scott, Sasinya N.
    McDermott, Gregory
    Shah, Ronak H.
    Kania, Krishan
    Viale, Agnes
    Oschwald, Dayna M.
    Vacic, Vladimir
    Emde, Anne-Katrin
    Cercek, Andrea
    Yaeger, Rona
    Kemeny, Nancy E.
    Saltz, Leonard B.
    Shia, Jinru
    D'Angelica, Michael I.
    Weiser, Martin R.
    Solit, David B.
    Berger, Michael F.
    [J]. GENOME BIOLOGY, 2014, 15 (08):
  • [10] The patterns and dynamics of genomic instability in metastatic pancreatic cancer
    Campbell, Peter J.
    Yachida, Shinichi
    Mudie, Laura J.
    Stephens, Philip J.
    Pleasance, Erin D.
    Stebbings, Lucy A.
    Morsberger, Laura A.
    Latimer, Calli
    McLaren, Stuart
    Lin, Meng-Lay
    McBride, David J.
    Varela, Ignacio
    Nik-Zainal, Serena A.
    Leroy, Catherine
    Jia, Mingming
    Menzies, Andrew
    Butler, Adam P.
    Teague, Jon W.
    Griffin, Constance A.
    Burton, John
    Swerdlow, Harold
    Quail, Michael A.
    Stratton, Michael R.
    Iacobuzio-Donahue, Christine
    Futreal, P. Andrew
    [J]. NATURE, 2010, 467 (7319) : 1109 - 1113