Evaluation of cfDNA as an early detection assay for dense tissue breast cancer

被引:6
作者
Barbirou, Mouadh [1 ,4 ]
Miller, Amanda A. [1 ]
Gafni, Erik [2 ]
Mezlini, Amel [3 ]
Zidi, Asma [3 ]
Boley, Nathan [2 ]
Tonellato, Peter J. [1 ]
机构
[1] Univ Missouri, Ctr Biomed Informat, Sch Med, Dept Hlth Management & Informat, 1 Hosp Dr,MA213, Columbia, MO 65212 USA
[2] Ravel Biotechnol Inc, San Francisco, CA USA
[3] Univ Tunis El Manar, Salah Azeiz Oncol Inst, Med Oncol Div, Tunis, Tunisia
[4] Univ Tunis El Manar, Med Sch Tunis, Tunis, Tunisia
关键词
CELL-FREE DNA; PLASMA; ASSOCIATION; FRAMEWORK; SERVER;
D O I
10.1038/s41598-022-12457-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
A cell-free DNA (cfDNA) assay would be a promising approach to early cancer diagnosis, especially for patients with dense tissues. Consistent cfDNA signatures have been observed for many carcinogens. Recently, investigations of cfDNA as a reliable early detection bioassay have presented a powerful opportunity for detecting dense tissue screening complications early. We performed a prospective study to evaluate the potential of characterizing cfDNA as a central element in the early detection of dense tissue breast cancer (BC). Plasma samples were collected from 32 consenting subjects with dense tissue and positive mammograms, 20 with positive biopsies and 12 with negative biopsies. After screening and before biopsy, cfDNA was extracted, and whole-genome next-generation sequencing (NGS) was performed on all samples. Copy number alteration (CNA) and single nucleotide polymorphism (SNP)/insertion/deletion (Indel) analyses were performed to characterize cfDNA. In the positive-positive subjects (cases), a total of 5 CNAs overlapped with 5 previously reported BC-related oncogenes (KSR2, MAP2K4, MSI2, CANT1 and MSI2). In addition, 1 SNP was detected in KMT2C, a BC oncogene, and 9 others were detected in or near 10 genes (SERAC1, DAGLB, MACF1, NVL, FBXW4, FANK1, KCTD4, CAVIN1; ATP6V0A1 and ZBTB20-AS1) previously associated with non-BC cancers. For the positive-negative subjects (screening), 3 CNAs were detected in BC genes (ACVR2A, CUL3 and PIK3R1), and 5 SNPs were identified in 6 non-BC cancer genes (SNIP1, TBC1D10B, PANK1, PRKCA and RUNX2; SUPT3H). This study presents evidence of the potential of using cfDNA somatic variants as dense tissue BC biomarkers from a noninvasive liquid bioassay for early cancer detection.
引用
收藏
页数:14
相关论文
共 73 条
  • [1] The Candidate Cancer Gene Database: a database of cancer driver genes from forward genetic screens in mice
    Abbott, Kenneth L.
    Nyre, Erik T.
    Abrahante, Juan
    Ho, Yen-Yi
    Vogel, Rachel Isaksson
    Starr, Timothy K.
    [J]. NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) : D844 - D848
  • [2] Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors
    Adalsteinsson, Viktor A.
    Ha, Gavin
    Freeman, Samuel S.
    Choudhury, Atish D.
    Stover, Daniel G.
    Parsons, Heather A.
    Gydush, Gregory
    Reed, Sarah C.
    Rotem, Denisse
    Rhoades, Justin
    Loginov, Denis
    Livitz, Dimitri
    Rosebrock, Daniel
    Leshchiner, Ignaty
    Kim, Jaegil
    Stewart, Chip
    Rosenberg, Mara
    Francis, Joshua M.
    Zhang, Cheng-Zhong
    Cohen, Ofir
    Oh, Coyin
    Ding, Huiming
    Polak, Paz
    Lloyd, Max
    Mahmud, Sairah
    Helvie, Karla
    Merrill, Margaret S.
    Santiago, Rebecca A.
    O'Connor, Edward P.
    Jeong, Seong H.
    Leeson, Rachel
    Barry, Rachel M.
    Kramkowski, Joseph F.
    Zhang, Zhenwei
    Polacek, Laura
    Lohr, Jens G.
    Schleicher, Molly
    Lipscomb, Emily
    Saltzman, Andrea
    Oliver, Nelly M.
    Marini, Lori
    Waks, Adrienne G.
    Harshman, Lauren C.
    Tolaney, Sara M.
    Van Allen, Eliezer M.
    Winer, Eric P.
    Lin, Nancy U.
    Nakabayashi, Mari
    Taplin, Mary-Ellen
    Johannessen, Cory M.
    [J]. NATURE COMMUNICATIONS, 2017, 8
  • [3] A method and server for predicting damaging missense mutations
    Adzhubei, Ivan A.
    Schmidt, Steffen
    Peshkin, Leonid
    Ramensky, Vasily E.
    Gerasimova, Anna
    Bork, Peer
    Kondrashov, Alexey S.
    Sunyaev, Shamil R.
    [J]. NATURE METHODS, 2010, 7 (04) : 248 - 249
  • [4] A global reference for human genetic variation
    Altshuler, David M.
    Durbin, Richard M.
    Abecasis, Goncalo R.
    Bentley, David R.
    Chakravarti, Aravinda
    Clark, Andrew G.
    Donnelly, Peter
    Eichler, Evan E.
    Flicek, Paul
    Gabriel, Stacey B.
    Gibbs, Richard A.
    Green, Eric D.
    Hurles, Matthew E.
    Knoppers, Bartha M.
    Korbel, Jan O.
    Lander, Eric S.
    Lee, Charles
    Lehrach, Hans
    Mardis, Elaine R.
    Marth, Gabor T.
    McVean, Gil A.
    Nickerson, Deborah A.
    Wang, Jun
    Wilson, Richard K.
    Boerwinkle, Eric
    Doddapaneni, Harsha
    Han, Yi
    Korchina, Viktoriya
    Kovar, Christie
    Lee, Sandra
    Muzny, Donna
    Reid, Jeffrey G.
    Zhu, Yiming
    Chang, Yuqi
    Feng, Qiang
    Fang, Xiaodong
    Guo, Xiaosen
    Jian, Min
    Jiang, Hui
    Jin, Xin
    Lan, Tianming
    Li, Guoqing
    Li, Jingxiang
    Li, Yingrui
    Liu, Shengmao
    Liu, Xiao
    Lu, Yao
    Ma, Xuedi
    Tang, Meifang
    Wang, Bo
    [J]. NATURE, 2015, 526 (7571) : 68 - +
  • [5] [Anonymous], MUTATIONAL CONSTRAIN
  • [6] [Anonymous], Cancer tomorrow
  • [7] [Anonymous], HOME BIOBAM BIOINFOR
  • [8] [Anonymous], CHROMATIN AN OVERVIE
  • [9] [Anonymous], FULL ARTICLE SINGLE, DOI [10.1080/13102818.2020.1864231, DOI 10.1080/13102818.2020.1864231]
  • [10] Argyri M., 2020, SCI REPORTS NATURE P, V10