Phenotypic plasticity and genetic control in colorectal cancer evolution

被引:86
作者
Househam, Jacob [1 ,2 ]
Heide, Timon [1 ,3 ]
Cresswell, George D. [1 ]
Spiteri, Inmaculada [1 ]
Kimberley, Chris [2 ]
Zapata, Luis [1 ]
Lynn, Claire [1 ]
James, Chela [1 ]
Mossner, Maximilian [1 ,2 ]
Fernandez-Mateos, Javier [1 ]
Vinceti, Alessandro [3 ]
Baker, Ann-Marie [1 ,2 ]
Gabbutt, Calum [1 ,2 ]
Berner, Alison [2 ]
Schmidt, Melissa [2 ]
Chen, Bingjie [1 ]
Lakatos, Eszter [1 ,2 ]
Gunasri, Vinaya [1 ,2 ]
Nichol, Daniel [1 ]
Costa, Helena [4 ]
Mitchinson, Miriam [5 ]
Ramazzotti, Daniele [6 ]
Werner, Benjamin [2 ]
Iorio, Francesco [3 ]
Jansen, Marnix [4 ]
Caravagna, Giulio [1 ,7 ]
Barnes, Chris P. [8 ]
Shibata, Darryl [9 ]
Bridgewater, John [4 ]
Rodriguez-Justo, Manuel [4 ]
Magnani, Luca [10 ]
Sottoriva, Andrea [1 ,3 ]
Graham, Trevor A. [1 ,2 ]
机构
[1] Inst Canc Res, Ctr Evolut & Canc, London, England
[2] Queen Mary Univ London, Barts Canc Inst, Ctr Genom & Computat Biol, London, England
[3] Human Technopole, Computat Biol Res Ctr, Milan, Italy
[4] UCL, UCL Canc Inst, London, England
[5] Univ Coll London Hosp NHS Fdn Trust, Histopathol Dept, London, England
[6] Univ Milano Bicocca, Dept Med & Surg, Milan, Italy
[7] Univ Trieste, Dept Math & Geosci, Trieste, Italy
[8] UCL, Dept Cell & Dev Biol, London, England
[9] Univ Southern Calif, Keck Sch Med, Dept Pathol, Los Angeles, CA 90007 USA
[10] Imperial Coll London, Dept Surg & Canc, London, England
基金
英国生物技术与生命科学研究理事会; 英国惠康基金;
关键词
CONSENSUS MOLECULAR SUBTYPES; R PACKAGE; PHYLOGENETIC ANALYSIS; HETEROGENEITY; EXPRESSION; PATTERNS; PREDICTS; INVASION; TUMORS; CELLS;
D O I
10.1038/s41586-022-05311-x
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
Genetic and epigenetic variation, together with transcriptional plasticity, contribute to intratumour heterogeneity(1). The interplay of these biological processes and their respective contributions to tumour evolution remain unknown. Here we show that intratumour genetic ancestry only infrequently affects gene expression traits and subclonal evolution in colorectal cancer (CRC). Using spatially resolved paired whole-genome and transcriptome sequencing, we find that the majority of intratumour variation in gene expression is not strongly heritable but rather 'plastic'. Somatic expression quantitative trait loci analysis identified a number of putative genetic controls of expression by cis-acting coding and non-coding mutations, the majority of which were clonal within a tumour, alongside frequent structural alterations. Consistently, computational inference on the spatial patterning of tumour phylogenies finds that a considerable proportion of CRCs did not show evidence of subclonal selection, with only a subset of putative genetic drivers associated with subclone expansions. Spatial intermixing of clones is common, with some tumours growing exponentially and others only at the periphery. Together, our data suggest that most genetic intratumour variation in CRC has no major phenotypic consequence and that transcriptional plasticity is, instead, widespread within a tumour.
引用
收藏
页码:744 / +
页数:27
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