Targeted Next-Generation Sequencing Combined With Circulating-Free DNA Deciphers Spatial Heterogeneity of Resected Multifocal Hepatocellular Carcinoma

被引:5
作者
Lin, Jianzhen [1 ,2 ]
Zhao, Songhui [3 ]
Wang, Dongxu [1 ]
Song, Yang [1 ]
Che, Yue [3 ]
Yang, Xu [1 ]
Mao, Jinzhu [1 ]
Xie, Fucun [1 ]
Long, Junyu [1 ]
Bai, Yi [1 ]
Yang, Xiaobo [1 ]
Zhang, Lei [1 ]
Bian, Jin [1 ]
Lu, Xin [1 ]
Sang, Xinting [1 ]
Pan, Jie [4 ]
Wang, Kai [3 ]
Zhao, Haitao [1 ]
机构
[1] Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, State Key Lab Complex Severe & Rare Dis, Dept Liver Surg, Beijing, Peoples R China
[2] Nanjing Med Univ, Affiliated Hosp 1, Pancreas Inst, Pancreas Ctr, Nanjing, Peoples R China
[3] OrigiMed, Dept Bioinformat, Shanghai, Peoples R China
[4] Chinese Acad Med Sci & Peking Union Med Coll CAMS, Peking Union Med Coll Hosp, Dept Radiol, Beijing, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2021年 / 12卷
基金
北京市自然科学基金;
关键词
hepatocellular carcinoma; heterogeneity; circulating-free DNA; somatic mutation; immunotherapy; CANCER; MUTATIONS; GENOME; HCC;
D O I
10.3389/fimmu.2021.673248
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background Hepatocellular carcinoma (HCC) has a high risk of recurrence after surgical resection, particularly among patients with multifocal HCC. Genomic heterogeneity contributes to the early recurrence. Few studies focus on targeted next-generation sequencing (tNGS) to depict mutational footprints of heterogeneous multifocal HCC. Methods We conducted tNGS with an ultra-deep depth on 31 spatially distinct regions from 11 resected multifocal HCC samples. Matched preoperative peripheral circulating-free DNA (cfDNA) were simultaneously collected. Genomic alterations were identified and compared to depict the heterogeneity of multifocal HCC. Results Widespread intertumoral heterogeneity of driver mutations was observed in different subfoci of multifocal HCC. The identified somatic mutations were defined as truncal drivers or branchy drivers according to the phylogenetic reconstruction. TP53 and TERT were the most commonly altered truncal drivers in multifocal HCC, while the most frequently mutated branchy driver was TSC2. HCC patients with a higher level of intertumoral heterogeneity, defined by the ratio of truncal drivers less than 50%, had a shorter RFS after surgical resection (HR=0.17, p=0.028). Genome profiling of cfDNA could effectively capture tumor-derived driver mutations, suggesting cfDNA was a non-invasive strategy to gain insights of genomic alterations in patients with resected multifocal HCC. Conclusions Truncal mutations and the level of genomic heterogeneity could be identified by tNGS panel in patients with resected multifocal HCC. cfDNA could serve as a non-invasive and real-time auxiliary method to decipher the intertumoral heterogeneity and identify oncodrivers of multifocal HCC.
引用
收藏
页数:9
相关论文
共 33 条
  • [1] The Burden of Primary Liver Cancer and Underlying Etiologies From 1990 to 2015 at the Global, Regional, and National Level Results From the Global Burden of Disease Study 2015
    Akinyemiju, Tomi
    Abera, Semaw
    Ahmed, Muktar
    Alam, Noore
    Alemayohu, Mulubirhan Assefa
    Allen, Christine
    Al-Raddadi, Rajaa
    Alvis-Guzman, Nelson
    Amoako, Yaw
    Artaman, Al
    Ayele, Tadesse Awoke
    Barac, Aleksandra
    Bensenor, Isabela
    Berhane, Adugnaw
    Bhutta, Zulfiqar
    Castillo-Rivas, Jacqueline
    Chitheer, Abdulaal
    Choi, Jee-Young
    Cowie, Benjamin
    Dandona, Lalit
    Dandona, Rakhi
    Dey, Subhojit
    Dicker, Daniel
    Phuc, Huyen
    Ekwueme, Donatus U.
    Zaki, Maysaa El Sayed
    Fischer, Florian
    Furst, Thomas
    Hancock, Jamie
    Hay, Simon I.
    Hotez, Peter
    Jee, Sun Ha
    Kasaeian, Amir
    Khader, Yousef
    Khang, Young-Ho
    Kumar, G. Anil
    Kutz, Michael
    Larson, Heidi
    Lopez, Alan
    Lunevicius, Raimundas
    Malekzadeh, Reza
    McAlinden, Colm
    Meier, Toni
    Mendoza, Walter
    Mokdad, Ali
    Moradi-Lakeh, Maziar
    Nagel, Gabriele
    Nguyen, Quyen
    Nguyen, Grant
    Ogbo, Felix
    [J]. JAMA ONCOLOGY, 2017, 3 (12) : 1683 - 1691
  • [2] Comprehensive and Integrative Genomic Characterization of Hepatocellular Carcinoma
    Ally, Adrian
    Balasundaram, Miruna
    Carlsen, Rebecca
    Chuah, Eric
    Clarke, Amanda
    Dhalla, Noreen
    Holt, Robert A.
    Jones, Steven J. M.
    Lee, Darlene
    Ma, Yussanne
    Marra, Marco A.
    Mayo, Michael
    Moore, Richard A.
    Mungall, Andrew J.
    Schein, Jacqueline E.
    Sipahimalani, Payal
    Tam, Angela
    Thiessen, Nina
    Cheung, Dorothy
    Wong, Tina
    Brooks, Denise
    Robertson, A. Gordon
    Bowlby, Reanne
    Mungall, Karen
    Sadeghi, Sara
    Xi, Liu
    Covington, Kyle
    Shinbrot, Eve
    Wheeler, David A.
    Gibbs, Richard A.
    Donehower, Lawrence A.
    Wang, Linghua
    Bowen, Jay
    Gastier-Foster, Julie M.
    Gerken, Mark
    Helsel, Carmen
    Leraas, Kristen M.
    Lichtenberg, Tara M.
    Ramirez, Nilsa C.
    Wise, Lisa
    Zmuda, Erik
    Gabriel, Stacey B.
    Meyerson, Matthew
    Cibulskis, Carrie
    Murray, Bradley A.
    Shih, Juliann
    Beroukhim, Rameen
    Cherniack, Andrew D.
    Schumacher, Steven E.
    Saksena, Gordon
    [J]. CELL, 2017, 169 (07) : 1327 - +
  • [3] Control-FREEC: a tool for assessing copy number and allelic content using next-generation sequencing data
    Boeva, Valentina
    Popova, Tatiana
    Bleakley, Kevin
    Chiche, Pierre
    Cappo, Julie
    Schleiermacher, Gudrun
    Janoueix-Lerosey, Isabelle
    Delattre, Olivier
    Barillot, Emmanuel
    [J]. BIOINFORMATICS, 2012, 28 (03) : 423 - 425
  • [4] An Accurate and Comprehensive Clinical Sequencing Assay for Cancer Targeted and Immunotherapies
    Cao, Jingyu
    Chen, Lijuan
    Li, Heng
    Chen, Hui
    Yao, Jicheng
    Mu, Shuo
    Liu, Wenjin
    Zhang, Peng
    Cheng, Yuwei
    Liu, Binbin
    Hu, Zhongxiang
    Chen, Donglin
    Kang, Hui
    Hu, Jinwei
    Wang, Aodi
    Wang, Weifeng
    Yao, Ming
    Chrin, Gungwei
    Wang, Xiaoting
    Zhao, Wei
    Li, Lei
    Xu, Luping
    Guo, Weixin
    Jia, Jun
    Chen, Jianhua
    Wang, Kai
    Li, Gaofeng
    Shi, Weiwei
    [J]. ONCOLOGIST, 2019, 24 (12) : E1294 - E1302
  • [5] Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden
    Chalmers, Zachary R.
    Connelly, Caitlin F.
    Fabrizio, David
    Gay, Laurie
    Ali, Siraj M.
    Ennis, Riley
    Schrock, Alexa
    Campbell, Brittany
    Shlien, Adam
    Chmielecki, Juliann
    Huang, Franklin
    He, Yuting
    Sun, James
    Tabori, Uri
    Kennedy, Mark
    Lieber, Daniel S.
    Roels, Steven
    White, Jared
    Otto, Geoffrey A.
    Ross, Jeffrey S.
    Garraway, Levi
    Miller, Vincent A.
    Stephens, Phillip J.
    Frampton, Garrett M.
    [J]. GENOME MEDICINE, 2017, 9
  • [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] A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3
    Cingolani, Pablo
    Platts, Adrian
    Wang, Le Lily
    Coon, Melissa
    Tung Nguyen
    Wang, Luan
    Land, Susan J.
    Lu, Xiangyi
    Ruden, Douglas M.
    [J]. FLY, 2012, 6 (02) : 80 - 92
  • [8] Tumour evolution in hepatocellular carcinoma
    Craig, Amanda J.
    Von Felden, Johann
    Garcia-Lezana, Teresa
    Sarcognato, Samantha
    Villanueva, Augusto
    [J]. NATURE REVIEWS GASTROENTEROLOGY & HEPATOLOGY, 2020, 17 (03) : 139 - 152
  • [9] Evolutionary Dynamics in Cancer Therapy
    Cunningham, Jessica J.
    Gatenby, Robert A.
    Brown, Joel S.
    [J]. MOLECULAR PHARMACEUTICS, 2011, 8 (06) : 2094 - 2100
  • [10] Diverse modes of clonal evolution in HBV-related hepatocellular carcinoma revealed by single-cell genome sequencing
    Duan, Meng
    Hao, Junfeng
    Cui, Sijia
    Worthley, Daniel L.
    Zhang, Shu
    Wang, Zhichao
    Shi, Jieyi
    Liu, Longzi
    Wang, Xiaoying
    Ke, Aiwu
    Cao, Ya
    Xi, Ruibin
    Zhang, Xiaoming
    Zhou, Jian
    Fan, Jia
    Li, Chong
    Gao, Qiang
    [J]. CELL RESEARCH, 2018, 28 (03) : 359 - 373