Therapeutic and prognostic insights from the analysis of cancer mutational signatures

被引:46
作者
Brady, Samuel W. [1 ]
Gout, Alexander M. [1 ]
Zhang, Jinghui [1 ]
机构
[1] St Jude Childrens Res Hosp, Dept Computat Sci, Memphis, TN 38105 USA
关键词
MISMATCH REPAIR DEFICIENCY; CHILDHOOD-CANCER; MICROSATELLITE INSTABILITY; ACQUIRED-RESISTANCE; CHEMOTHERAPY; MECHANISMS; SURVIVORS; GENOME; RISK; ADENOCARCINOMA;
D O I
10.1016/j.tig.2021.08.007
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The somatic mutations in each cancer genome are caused by multiple mutational processes, each of which leaves a characteristic imprint (or 'signature'), potentially caused by specific etiologies or exposures. Deconvolution of these signatures offers a glimpse into the evolutionary history of individual tumors. Recent work has shown that mutational signatures may also yield therapeutic and prognostic insights, including the identification of cell-intrinsic signatures as biomarkers of drug response and prognosis. For example, mutational signatures indicating homologous recombination deficiency are associated with poly(ADP)ribose polymerase (PARP) inhibitor sensitivity, whereas APOBEC-associated signatures are associated with ataxia telangiectasia and Rada-related kinase (ATR) inhibitor sensitivity. Furthermore, therapy-induced mutational signatures implicated in cancer progression have also been uncovered, including the identification of thiopurine-induced TP53 mutations in leukemia. In this review, we explore the various ways mutational signatures can reveal new therapeutic and prognostic insights, thus extending their traditional role in identifying disease etiology.
引用
收藏
页码:194 / 208
页数:15
相关论文
共 93 条
  • [11] APOBEC3A and APOBEC3B Activities Render Cancer Cells Susceptible to ATR Inhibition
    Buisson, Remi
    Lawrence, Michael S.
    Benes, Cyril H.
    Zou, Lee
    [J]. CANCER RESEARCH, 2017, 77 (17) : 4567 - 4578
  • [12] Pan-cancer analysis of whole genomes
    Campbell, Peter J.
    Getz, Gad
    Korbel, Jan O.
    Stuart, Joshua M.
    Jennings, Jennifer L.
    Stein, Lincoln D.
    Perry, Marc D.
    Nahal-Bose, Hardeep K.
    Ouellette, B. F. Francis
    Li, Constance H.
    Rheinbay, Esther
    Nielsen, G. Petur
    Sgroi, Dennis C.
    Wu, Chin-Lee
    Faquin, William C.
    Deshpande, Vikram
    Boutros, Paul C.
    Lazar, Alexander J.
    Hoadley, Katherine A.
    Louis, David N.
    Dursi, L. Jonathan
    Yung, Christina K.
    Bailey, Matthew H.
    Saksena, Gordon
    Raine, Keiran M.
    Buchhalter, Ivo
    Kleinheinz, Kortine
    Schlesner, Matthias
    Zhang, Junjun
    Wang, Wenyi
    Wheeler, David A.
    Ding, Li
    Simpson, Jared T.
    O'Connor, Brian D.
    Yakneen, Sergei
    Ellrott, Kyle
    Miyoshi, Naoki
    Butler, Adam P.
    Royo, Romina
    Shorser, Solomon, I
    Vazquez, Miguel
    Rausch, Tobias
    Tiao, Grace
    Waszak, Sebastian M.
    Rodriguez-Martin, Bernardo
    Shringarpure, Suyash
    Wu, Dai-Ying
    Demidov, German M.
    Delaneau, Olivier
    Hayashi, Shuto
    [J]. NATURE, 2020, 578 (7793) : 82 - +
  • [13] WRN helicase is a synthetic lethal target in microsatellite unstable cancers
    Chan, Edmond M.
    Shibue, Tsukasa
    McFarland, James M.
    Gaeta, Benjamin
    Ghandi, Mahmoud
    Dumont, Nancy
    Gonzalez, Alfredo
    McPartlan, Justine S.
    Li, Tianxia
    Zhang, Yanxi
    Liu, Jie Bin
    Lazaro, Jean-Bernard
    Gu, Peili
    Piett, Cortt G.
    Apffel, Annie
    Ali, Syed O.
    Deasy, Rebecca
    Keskula, Paula
    Ng, Raymond W. S.
    Roberts, Emma A.
    Reznichenko, Elizaveta
    Leung, Lisa
    Alimova, Maria
    Schenone, Monica
    Islam, Mirazul
    Maruvka, Yosef E.
    Liu, Yang
    Roper, Jatin
    Raghavan, Srivatsan
    Giannakis, Marios
    Tseng, Yuen-Yi
    Nagel, Zachary D.
    D'Andrea, Alan
    Root, David E.
    Boehm, Jesse S.
    Getz, Gad
    Chang, Sandy
    Golub, Todd R.
    Tsherniak, Aviad
    Vazquez, Francisca
    Bass, Adam J.
    [J]. NATURE, 2019, 568 (7753) : 551 - +
  • [14] An APOBEC3A hypermutation signature is distinguishable from the signature of background mutagenesis by APOBEC3B in human cancers
    Chan, Kin
    Roberts, Steven A.
    Klimczak, Leszek J.
    Sterling, Joan F.
    Saini, Natalie
    Malc, Ewa P.
    Kim, Jaegil
    Kwiatkowski, David J.
    Fargo, David C.
    Mieczkowski, Piotr A.
    Getz, Gad
    Gordenin, Dmitry A.
    [J]. NATURE GENETICS, 2015, 47 (09) : 1067 - +
  • [15] Targeting pan-essential genes in cancer: Challenges and opportunities
    Chang, Liang
    Ruiz, Paloma
    Ito, Takahiro
    Sellers, William R.
    [J]. CANCER CELL, 2021, 39 (04) : 466 - 479
  • [16] Homologous recombination DNA repair deficiency and PARP inhibition activity in primary triple negative breast cancer
    Chopra, Neha
    Tovey, Holly
    Pearson, Alex
    Cutts, Ros
    Toms, Christy
    Proszek, Paula
    Hubank, Michael
    Dowsett, Mitch
    Dodson, Andrew
    Daley, Frances
    Kriplani, Divya
    Gevensleben, Heidi
    Davies, Helen Ruth
    Degasperi, Andrea
    Roylance, Rebecca
    Chan, Stephen
    Tutt, Andrew
    Skene, Anthony
    Evans, Abigail
    Bliss, Judith M.
    Nik-Zainal, Serena
    Turner, Nicholas C.
    [J]. NATURE COMMUNICATIONS, 2020, 11 (01)
  • [17] Catastrophic ATP loss underlies a metabolic combination therapy tailored for MYCN-amplified neuroblastoma
    Dalton, Krista M.
    Lochmann, Timothy L.
    Floros, Konstantinos, V
    Calbert, Marissa L.
    Kurupi, Richard
    Stein, Giovanna T.
    McClanaghan, Joseph
    Murchie, Ellen
    Egan, Regina K.
    Greninger, Patricia
    Dozmorov, Mikhail
    Ramamoorthy, Sivapriya
    Puchalapalli, Madhavi
    Hu, Bin
    Shock, Lisa
    Koblinski, Jennifer
    Glod, John
    Boikos, Sosipatros A.
    Benes, Cyril H.
    Faber, Anthony C.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2021, 118 (13)
  • [18] HRDetect is a predictor of BRCA1 and BRCA2 deficiency based on mutational signatures
    Davies, Helen
    Glodzik, Dominik
    Morganella, Sandro
    Yates, Lucy R.
    Staaf, Johan
    Zou, Xueqing
    Ramakrishna, Manasa
    Martin, Sancha
    Boyault, Sandrine
    Sieuwerts, Anieta M.
    Simpson, Peter T.
    King, Tari A.
    Raine, Keiran
    Eyfjord, Jorunn E.
    Kong, Gu
    Borg, Ake
    Birney, Ewan
    Stunnenberg, Hendrik G.
    van de Vijver, Marc J.
    Borresen-Dale, Anne-Lise
    Martens, John W. M.
    Span, Paul N.
    Lakhani, Sunil R.
    Vincent-Salomon, Anne
    Sotiriou, Christos
    Tutt, Andrew
    Thompson, Alastair M.
    Van Laere, Steven
    Richardson, Andrea L.
    Viari, Alain
    Campbell, Peter J.
    Stratton, Michael R.
    Nik-Zainal, Serena
    [J]. NATURE MEDICINE, 2017, 23 (04) : 517 - +
  • [19] SequencErr: measuring and suppressing sequencer errors in next-generation sequencing data
    Davis, Eric M.
    Sun, Yu
    Liu, Yanling
    Kolekar, Pandurang
    Shao, Ying
    Szlachta, Karol
    Mulder, Heather L.
    Ren, Dongren
    Rice, Stephen V.
    Wang, Zhaoming
    Nakitandwe, Joy
    Gout, Alexander M.
    Shaner, Bridget
    Hall, Salina
    Robison, Leslie L.
    Pounds, Stanley
    Klco, Jeffery M.
    Easton, John
    Ma, Xiaotu
    [J]. GENOME BIOLOGY, 2021, 22 (01)
  • [20] Prognostic value, localization and correlation of PD-1/PD-L1, CD8 and FOXP3 with the desmoplastic stroma in pancreatic ductal adenocarcinoma
    Diana, Angela
    Wang, Lai Mun
    D'Costa, Zenobia
    Allen, Paul
    Azad, Abul
    Silva, Michael A.
    Soonawalla, Zahir
    Liu, Stanley
    McKenna, W. Gillies
    Muschel, Ruth J.
    Fokas, Emmanouil
    [J]. ONCOTARGET, 2016, 7 (27) : 40992 - 41004