Spatially resolved clonal copy number alterations in benign and malignant tissue

被引:127
作者
Erickson, Andrew [1 ]
He, Mengxiao [2 ]
Berglund, Emelie [2 ]
Marklund, Maja [2 ]
Mirzazadeh, Reza [2 ]
Schultz, Niklas [3 ]
Kvastad, Linda [2 ]
Andersson, Alma [2 ]
Bergenstrahle, Ludvig [2 ]
Bergenstrahle, Joseph [2 ]
Larsson, Ludvig [2 ]
Galicia, Leire Alonso [2 ]
Shamikh, Alia [4 ,5 ]
Basmaci, Elisa [4 ,5 ]
De Stahl, Teresita Diaz [4 ,5 ]
Rajakumar, Timothy [1 ]
Doultsinos, Dimitrios [1 ]
Thrane, Kim [2 ]
Ji, Andrew L. [6 ]
Khavari, Paul A. [6 ]
Tarish, Firaz [3 ]
Tanoglidi, Anna [7 ]
Maaskola, Jonas [2 ]
Colling, Richard [1 ,8 ]
Mirtti, Tuomas [9 ,10 ,11 ,12 ]
Hamdy, Freddie C. [1 ,13 ]
Woodcock, Dan J. [1 ,14 ]
Helleday, Thomas [3 ,15 ]
Mills, Ian G. [1 ]
Lamb, Alastair D. [1 ,13 ]
Lundeberg, Joakim [2 ]
机构
[1] Univ Oxford, Nuffield Dept SurgicalSci, Oxford, England
[2] KTH Royal Inst Technol, Dept Gene Technol, Sci Life Lab, Solna, Sweden
[3] Karolinska Inst, Dept Oncol Pathol, Sci Life Lab, Solna, Sweden
[4] Karolinska Inst, Dept Oncol Pathol, Stockholm, Sweden
[5] Karolinska Univ Hosp, Dept Clin Pathol & Cytol, Stockholm, Sweden
[6] Stanford Univ, Program Epithelial Biol, Sch Med, Stanford, CA USA
[7] Univ Uppsala Hosp, Dept Clin Pathol, Uppsala, Sweden
[8] Oxford Univ Hosp NHS Fdn Trust, Dept Cellular Pathol, Oxford, England
[9] Univ Helsinki, Dept Pathol, Helsinki, Finland
[10] Helsinki Univ Hosp, Helsinki, Finland
[11] Univ Helsinki, Fac Med, Res Program Syst Oncol, Helsinki, Finland
[12] iCAN Digital Precis Canc Med Flagship, Helsinki, Finland
[13] Oxford Univ Hosp NHS Fdn Trust, Dept Urol, Oxford, England
[14] Univ Oxford, Big Data Inst, Oxford, England
[15] Univ Sheffield, Dept Oncol & Metab, Weston Pk Canc Ctr, Sheffield, S Yorkshire, England
基金
欧洲研究理事会;
关键词
PROSTATE-CANCER; MUTATIONS; GENE;
D O I
10.1038/s41586-022-05023-2
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
Defining the transition from benign to malignant tissue is fundamental to improving early diagnosis of cancer(1). Here we use a systematic approach to study spatial genome integrity in situ and describe previously unidentified clonal relationships. We used spatially resolved transcriptomics(2) to infer spatial copy number variations in >120,000 regions across multiple organs, in benign and malignant tissues. We demonstrate that genome-wide copy number variation reveals distinct clonal patterns within tumours and in nearby benign tissue using an organ-wide approach focused on the prostate. Our results suggest a model for how genomic instability arises in histologically benign tissue that may represent early events in cancer evolution. We highlight the power of capturing the molecular and spatial continuums in a tissue context and challenge the rationale for treatment paradigms, including focal therapy.
引用
收藏
页码:360 / +
页数:31
相关论文
共 46 条
  • [1] 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 - +
  • [2] Somatic mosaicism and cancer: A micro-genetic examination into the role of the androgen receptor gene in prostate cancer
    Alvarado, C
    Beitel, LK
    Sircar, K
    Aprikian, A
    Trifiro, M
    Gottlieb, B
    [J]. CANCER RESEARCH, 2005, 65 (18) : 8514 - 8518
  • [3] HTSeq-a Python']Python framework to work with high-throughput sequencing data
    Anders, Simon
    Pyl, Paul Theodor
    Huber, Wolfgang
    [J]. BIOINFORMATICS, 2015, 31 (02) : 166 - 169
  • [4] Seamless integration of image and molecular analysis for spatial transcriptomics workflows
    Bergenstrahle, Joseph
    Larsson, Ludvig
    Lundeberg, Joakim
    [J]. BMC GENOMICS, 2020, 21 (01)
  • [5] Spatial maps of prostate cancer transcriptomes reveal an unexplored landscape of heterogeneity
    Berglund, Emelie
    Maaskola, Jonas
    Schultz, Niklas
    Friedrich, Stefanie
    Marklund, Maja
    Bergenstrahle, Joseph
    Tarish, Firas
    Tanoglidi, Anna
    Vickovic, Sanja
    Larsson, Ludvig
    Salmen, Fredrik
    Ogris, Christoph
    Wallenborg, Karolina
    Lagergren, Jens
    Stahl, Patrik
    Sonnhammer, Erik
    Helleday, Thomas
    Lundeberg, Joakim
    [J]. NATURE COMMUNICATIONS, 2018, 9
  • [6] Androgen Receptor Pathway-Independent Prostate Cancer Is Sustained through FGF Signaling
    Bluemn, Eric G.
    Coleman, Ilsa M.
    Lucas, Jared M.
    Coleman, Roger T.
    Hernandez-Lopez, Susana
    Tharakan, Robin
    Bianchi-Frias, Daniella
    Dumpit, Ruth F.
    Kaipainen, Arja
    Corella, Alexandra N.
    Yang, Yu Chi
    Nyquist, Michael D.
    Mostaghel, Elahe
    Hsieh, Andrew C.
    Zhang, Xiaotun
    Corey, Eva
    Brown, Lisha G.
    Nguyen, Holly M.
    Pienta, Kenneth
    Ittmann, Michael
    Schweizer, Michael
    True, Lawrence D.
    Wise, David
    Rennie, Paul S.
    Vessella, Robert L.
    Morrissey, Colm
    Nelson, Peter S.
    [J]. CANCER CELL, 2017, 32 (04) : 474 - +
  • [7] 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
  • [8] Integrated clinics whole-genome, and transcriptome analysis of multisampled lethal metastatic prostate cancer
    Bova, G. Steven
    Kallio, Heini M. L.
    Annala, Matti
    Kivinummi, Kati
    Hognas, Gunilla
    Hayrynen, Sergei
    Rantapero, Tommi
    Kivinen, Virpi
    Isaacs, William B.
    Tolonen, Teemu
    Nykter, Matti
    Visakorpi, Tapio
    [J]. COLD SPRING HARBOR MOLECULAR CASE STUDIES, 2016, 2 (03):
  • [9] Chen JJZ, 2002, CANCER RES, V62, P6470
  • [10] Analysis of the genetic phylogeny of multifocal prostate cancer identifies multiple independent clonal expansions in neoplastic and morphologically normal prostate tissue
    Cooper, Colin S.
    Eeles, Rosalind
    Wedge, David C.
    Van Loo, Peter
    Gundem, Gunes
    Alexandrov, Ludmil B.
    Kremeyer, Barbara
    Butler, Adam
    Lynch, Andrew G.
    Camacho, Niedzica
    Massie, Charlie E.
    Kay, Jonathan
    Luxton, Hayley J.
    Edwards, Sandra
    Kote-Jarai, Zsofia
    Dennis, Nening
    Merson, Sue
    Leongamornlert, Daniel
    Zamora, Jorge
    Corbishley, Cathy
    Thomas, Sarah
    Nik-Zainal, Serena
    O'Meara, Sarah
    Matthews, Lucy
    Clark, Jeremy
    Hurst, Rachel
    Mithen, Richard
    Bristow, Robert G.
    Boutros, Paul C.
    Fraser, Michael
    Cooke, Susanna
    Raine, Keiran
    Jones, David
    Menzies, Andrew
    Stebbings, Lucy
    Hinton, Jon
    Teague, Jon
    McLaren, Stuart
    Mudie, Laura
    Hardy, Claire
    Anderson, Elizabeth
    Joseph, Olivia
    Goody, Victoria
    Robinson, Ben
    Maddison, Mark
    Gamble, Stephen
    Greenman, Christopher
    Berney, Dan
    Hazell, Steven
    Livni, Naomi
    [J]. NATURE GENETICS, 2015, 47 (04) : 367 - U118