High mutation burden of circulating cell-free DNA in early-stage breast cancer patients is associated with a poor relapse-free survival

被引:11
作者
Kujala, Jouni [1 ]
Hartikainen, Jaana M. [1 ,2 ]
Tengstrom, Maria [3 ,4 ]
Sironen, Reijo [1 ,4 ,5 ]
Kosma, Veli-Matti [1 ,2 ,6 ]
Mannermaa, Arto [1 ,2 ,6 ]
机构
[1] Univ Eastern Finland, Inst Clin Med Pathol & Forens Med, POB 1627, FI-70211 Kuopio, Finland
[2] Univ Eastern Finland, Translat Canc Res Area, Kuopio, Finland
[3] Univ Eastern Finland, Inst Clin Med, Oncol, Kuopio, Finland
[4] Kuopio Univ Hosp, Canc Ctr, Kuopio, Finland
[5] Kuopio Univ Hosp, Dept Clin Pathol, Kuopio, Finland
[6] Kuopio Univ Hosp, Biobank Eastern Finland, Kuopio, Finland
关键词
biomarker; liquid biopsy; prognosis; recurrence; serum; HETEROGENEITY; EXPRESSION; EVOLUTION;
D O I
10.1002/cam4.3258
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background High tumor mutation burden is shown to be associated with a poor clinical outcome. As the tumor-derived fraction of circulating cell-free DNA (cfDNA) is shown to reflect the genetic spectrum of the tumor, we examined whether the mutation burden of cfDNA could be used to predict the clinical outcomes of early-stage breast cancer (BC) patients. Methods We selected a set of 79 Finnish early-stage BC cases with a good prognosis based on traditional prognostic parameters but some of which still developed relapsed disease during follow-up. cfDNA was isolated from the serum collected at the time of diagnosis, sequenced, and compared to matched primary tumors, clinical parameters, and survival data. Results High cfDNA mutation burden was associated with the poor relapse-free survival (RFS) (P = .016, HR = 2.23, 95% Cl 1.16-4.27) when patients were divided into high and low mutation burden according to the median number of somatic variants. A high discordance was observed between the matched tumor and cfDNA samples, thus highlighting the challenges related to the liquid biopsy of early-stage cancer cases. Despite the low number of detected tumor-specific variants, the presence of tumor-specific somatic variants in the cfDNA was associated with the poor RFS (P = .009, HR = 2.31, 95% Cl 1.23-4.31). Conclusions Our results confirm previously observed challenges about the accuracy of liquid biopsy-based genotyping of early-stage cancers and support the parallel sequencing of tumor and cfDNA while also demonstrating how the presence of tumor-specific somatic variants and the high mutation burden in the cfDNA are both associated with the poor RFS, thus indicating the prognostic potential of liquid biopsy in the context of early-stage cancers.
引用
收藏
页码:5922 / 5931
页数:10
相关论文
共 35 条
[1]   Pan-cancer analysis of the extent and consequences of intratumor heterogeneity [J].
Andor, Noemi ;
Graham, Trevor A. ;
Jansen, Marnix ;
Xia, Li C. ;
Aktipis, C. Athena ;
Petritsch, Claudia ;
Ji, Hanlee P. ;
Maley, Carlo C. .
NATURE MEDICINE, 2016, 22 (01) :105-+
[3]   Detection of Cancer DNA in Plasma of Patients with Early-Stage Breast Cancer [J].
Beaver, Julia A. ;
Jelovac, Danijela ;
Balukrishna, Sasidharan ;
Cochran, Rory L. ;
Croessmann, Sarah ;
Zabransky, Daniel J. ;
Wong, Hong Yuen ;
Toro, Patricia Valda ;
Cidado, Justin ;
Blair, Brian G. ;
Chu, David ;
Burns, Timothy ;
Higgins, Michaela J. ;
Stearns, Vered ;
Jacobs, Lisa ;
Habibi, Mehran ;
Lange, Julie ;
Hurley, Paula J. ;
Lauring, Josh ;
VanDenBerg, Dustin A. ;
Kessler, Jill ;
Jeter, Stacie ;
Samuels, Michael L. ;
Maar, Dianna ;
Cope, Leslie ;
Cimino-Mathews, Ashley ;
Argani, Pedram ;
Wolff, Antonio C. ;
Park, Ben Ho .
CLINICAL CANCER RESEARCH, 2014, 20 (10) :2643-2650
[4]   Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies [J].
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. .
SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (224)
[5]   The causes and consequences of genetic heterogeneity in cancer evolution [J].
Burrell, Rebecca A. ;
McGranahan, Nicholas ;
Bartek, Jiri ;
Swanton, Charles .
NATURE, 2013, 501 (7467) :338-345
[6]   Effects of preanalytical factors on the molecular size of cell-free DNA in blood [J].
Chan, KCA ;
Yeung, SW ;
Lui, WB ;
Rainer, TH ;
Lo, YMD .
CLINICAL CHEMISTRY, 2005, 51 (04) :781-784
[7]   Next-generation sequencing of circulating tumor DNA to predict recurrence in triple-negative breast cancer patients with residual disease after neoadjuvant chemotherapy [J].
Chen, Yu-Hsiang ;
Hancock, Bradley A. ;
Solzak, Jeffrey P. ;
Brinza, Dumitru ;
Scafe, Charles ;
Miller, Kathy D. ;
Radovich, Milan .
NPJ BREAST CANCER, 2017, 3
[8]   Tumour heterogeneity and resistance to cancer therapies [J].
Dagogo-Jack, Ibiayi ;
Shaw, Alice T. .
NATURE REVIEWS CLINICAL ONCOLOGY, 2018, 15 (02) :81-94
[9]  
der Auwera V, 2013, CURR PROTOCOLS BIOIN, V43, P11101
[10]   Comparison and integration of deleteriousness prediction methods for nonsynonymous SNVs in whole exome sequencing studies [J].
Dong, Chengliang ;
Wei, Peng ;
Jian, Xueqiu ;
Gibbs, Richard ;
Boerwinkle, Eric ;
Wang, Kai ;
Liu, Xiaoming .
HUMAN MOLECULAR GENETICS, 2015, 24 (08) :2125-2137