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×î×¼µÄÁùºÏ²ÊÂÛ̳ Cancer Institute

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Cancer Genome Evolution Research Group

Our lab focuses on using computational methods to explore the cancer genome and anti-tumour immunity within an evolutionary framework. We are based within the CRUK-×î×¼µÄÁùºÏ²ÊÂÛ̳ Lung Cancer Centre of Excellence, located in the ×î×¼µÄÁùºÏ²ÊÂÛ̳ Cancer Institute.

Group Leader:ÌýDr Nicholas McGranahanÌý


Research

The cancer genome contains within it an archaeological record about its past, with each genomic event representing a scar from the mutational processes that have been active during a tumour’s life history.Ìý

The advent of next-generation sequencing, coupled with its exponential cost decrease, has led to the sequencing of exomes and entire cancer genomes at a large-scale. Indeed, consortia such asÌýÌý(the Cancer Genome Atlas) andÌý(the International Cancer Genome Consortium) have made thousands of sequenced cancer genomes and exomes publicly available.Ìý

To date, this data has been used to reveal many of the key genomic events involved in cancer, distinguishing key driver and passenger mutations (Lawrence et al., 2014), as well as shedding light on some of the key mutational processes shaping cancer evolution (Alexandrov et al., 2013). However, we have learned less than initially anticipated from these sequencing projects, and targeted therapies that have focused on established driver events have not appreciably improved cancer patients’ overall survival times.Ìý


Tumour heterogeneity

A primary obstacle to success of personalized medicine is intra-tumour heterogeneity (McGranahan and Swanton (2015)). Recent work from us and others have demonstrated not only that the genomic landscape of each tumour is unique but also even different regions of the same tumour can be vastly divergent (Burrell et al., 2013). This intra-tumour heterogeneity is likely a key cause of drug resistance and therapeutic failure.Ìý

While intra-tumour heterogeneity may confound treatment success, it can also serve to illuminate the evolutionary history of tumours (Greaves, 2015; McGranahan and Swanton, 2015).


Bioinformatics

We utilize state-of-the-art bioinformatics and evolutionary methods to decipher cancer genome evolution and to explore patterns of tumour growth and development across cancers, focussing on lung cancer. Ultimately, we aim to gain a deeper understanding of the rules that govern tumour evolution and anti-tumour immunity to improve patient treatment. Ìý

Computational tools

We recently developed a novel Ìýto enable exploration of T cell content in DNA sequencing data.AnotherÌýexample of a bioinformatics tool we have recently developed to understand immune escape, isÌý,ÌýLossÌýOfÌýHeterozygosity inÌýHumanÌýLeukocyteÌýAntigen.ÌýLOHHLA is available atÌý.

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Selected publications

  • Bentham R, Litchfield K, Watkins TBK, Lim EL, Rosenthal R, Martínez-Ruiz C, Hiley CT, Bakir MA, Salgado R, Moore DA, Jamal-Hanjani M; TRACERx Consortium, Swanton C, McGranahan N#. . Nature. 2021 Sep;597(7877):555-560. doi: 10.1038/s41586-021-03894-5. Epub 2021 Sep 8. PMID: 34497419.
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  • Black JRM, McGranahan N. . Nat Rev Cancer. 2021 Jun;21(6):379-392. doi:10.1038/s41568-021-00336-2. Epub 2021 Mar 16. PMID: 3372769
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  • Hernando B, Dietzen M, Parra G, Gil-Barrachina M, Pitarch G, Mahiques L,Valcuende-Cavero F, McGranahan N#, Martinez-Cadenas C. . 2021 Mar;32(3):412-421. doi: 10.1016/j.annonc.2020.11.023. Epub 2020. Dec 8. PMID: 33307203.
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  • Litchfield K, Reading JL, Puttick C, Thakkar K, Abbosh C, Bentham R, WatkinsTBK, Rosenthal R, Biswas D, Rowan A, Lim E, Al Bakir M, Turati V, Guerra-Assunção JA, Conde L, Furness AJS, Saini SK, Hadrup SR, Herrero J, Lee SH, VanLoo P, Enver T, Larkin J, Hellmann MD, Turajlic S, Quezada SA, McGranahan N#,Swanton C. . Cell. 2021 Feb 4;184(3):596-614.e14.doi: 10.1016/j.cell.2021.01.002. Epub 2021 Jan 27. PMID: 33508232; PMCID:PMC7933824.
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  • Schenk A, López S, Kschischo M, McGranahan N. . Evol Appl. 2020 Apr 17;13(7):1550-1557. doi: 10.1111/eva.12964.
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  • Watkins TBK, Lim EL, Petkovic M, Elizalde S, Birkbak NJ, Wilson GA, Moore DA, Grönroos E, Rowan A, Dewhurst SM, Demeulemeester J, Dentro SC, Horswell S, Au L,Haase K, Escudero M, Rosenthal R, Bakir MA, Xu H, Litchfield K, Lu WT, Mourikis TP, Dietzen M, Spain L, Cresswell GD, Biswas D, Lamy P, Nordentoft I, Harbst K, Castro-Giner F, Yates LR, Caramia F, Jaulin F, Vicier C, Tomlinson IPM, Brastianos PK, Cho RJ, Bastian BC, Dyrskjøt L, Jönsson GB, Savas P, Loi S, Campbell PJ, Andre F, Luscombe NM, Steeghs N, Tjan-Heijnen VCG, Szallasi Z, Turajlic S, Jamal-Hanjani M, Van Loo P, Bakhoum SF, Schwarz RF, McGranahan N#, Swanton C. . Nature. 2020 Nov;587(7832):126-132. # co-corresponding author
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  • Pennycuick A, Teixeira VH, AbdulJabbar K, Raza SEA, Lund T, Akarca AU,Rosenthal R, Kalinke L, Chandrasekharan DP, Pipinikas CP, Lee-Six H, Hynds RE, Gowers KHC, Henry JY, Millar FR, Hagos YB, Denais C, Falzon M, Moore DA, Antoniou S, Durrenberger PF, Furness AJ, Carroll B, Marceaux C, Asselin-Labat ML, Larson W, Betts C, Coussens LM, Thakrar RM, George J, Swanton C, Thirlwell C, Campbell PJ, Marafioti T, Yuan Y, Quezada SA, McGranahan N, Janes SM. . Cancer Discov. 2020 Oct;10(10):1489-1499. doi: 10.1158/2159-8290.CD-19-1366. Epub 2020 Jul 20. PMID: 32690541.# co-corresponding author
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  • López S, Lim EL, Horswell S, Haase K, Huebner A, Dietzen M, Mourikis TP, Watkins TBK, Rowan A, Dewhurst SM, Birkbak NJ, Wilson GA, Van Loo P, Jamal-Hanjani M; TRACERx Consortium, Swanton C, McGranahan N. . Nat Genet. 2020 Mar;52(3):283-293. doi: 10.1038/s41588-020-0584-7.Epub 2020 Mar 5. PMID: 32139907.
  • Birkbak NJ, McGranahan N. . Cancer Cell. 2020 Jan 13;37(1):8-19. doi:10.1016/j.ccell.2019.12.004. PMID: 31935374.
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  • Rosenthal R, Cadieux EL, Salgado R, Bakir MA, Moore DA, Hiley CT, Lund T, Tanić M, Reading JL, Joshi K, Henry JY, Ghorani E, Wilson GA, Birkbak NJ, Jamal-Hanjani M, Veeriah S, Szallasi Z, Loi S, Hellmann MD, Feber A, Chain B,Herrero J, Quezada SA, Demeulemeester J, Van Loo P, Beck S,ÌýMcGranahan N#, Swanton C; TRACERx consortium.Ìý. Nature. 2019 Mar;567(7749):479-485 # co-corresponding author
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  • Messaoudene M, Mourikis TP, Michels J, Fu Y, Bonvalet M, Lacroix-Trikki M, Routy B, Fluckiger A, Rusakiewicz S, Roberti MP, Cotteret S, Flament C, Poirier-Colame V, Jacquelot N, Ghiringhelli F, Caignard A, Eggermont AMM, Kroemer G, Marabelle A, Arnedos M, Vicier C, Dogan S, Jaulin F, Sammut SJ, Cope W, Caldas C, Delaloge S,ÌýMcGranahan N#, André F, Zitvogel L.Ìý. Ann Oncol. 2019 Mar 29. #co-senior author
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  • McGranahan N*, Rosenthal R, Hiley CT, Rowan AJ, Watkins TBK et al,Ìý.Cell. 2017
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  • Jamal-Hanjani, M., Wilson, G. A.,ÌýMcGranahan, N.*, Birkbak, N. J., Watkins, T. B. K., Veeriah, S., . . . Swanton, C. (2017).Ìý. 376(22), 2109-2121. Ìý *Joint first author
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  • N McGranahan*, A J.S. Furness*, R Rosenthal*, S Ramskov, R Lyngaa (2016),Ìý, Science* Joint first author
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  • McGranahan, N., Favero, F., de Bruin, E. C., Birkbak, N. J., Szallasi, Z., & Swanton, C. (2015).Ìý. Sci Transl Med, 7(283)
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  • de Bruin, E. C.,ÌýMcGranahan, N*., Mitter, R., Salm, M., Wedge, D. C., Yates, L., . . . Swanton, C. (2014).Ìý. Science, 346(6206), 251-256*Joint first author
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  • Dewhurst, S. M.,ÌýMcGranahan, N*., Burrell, R. A., Rowan, A. J., Gronroos, E., Endesfelder, D., . . . Swanton, C. (2014).Ìý. Cancer Discov, 4(2), 175-185*Joint first author
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  • Murugaesu, N., Wilson, G. A., Birkbak, N. J., Watkins, T.,ÌýMcGranahan, N*., Kumar, S., . . . Swanton, C. (2015).Ìý. Cancer Discov, 5(8):821-31 *Joint first author
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  • Favero, F.,ÌýMcGranahan, N*., Salm, M., Birkbak, N. J., Sanborn, J. Z., Benz, S. C., . . . Swanton, C. (2015).Ìý. Ann Oncol, 26(5), 880-887*Joint first author
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  • Gerlinger, M., Horswell, S., Larkin, J., Rowan, A. J., Salm, M. P., Varela, I., Fisher, R.,ÌýMcGranahan, N., . . . Swanton, C. (2014).Ìý. Nat Genet, 46(3), 225-233
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  • Martinez, P., Birkbak, N. J., Gerlinger, M.,ÌýMcGranahan, N., Burrell, R. A., Rowan, A. J., . . . Swanton, C. (2013).Ìý. J Pathol, 230(4), 356-364
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  • Gerlinger, M., Quezada, S. A., Peggs, K. S., Furness, A. J., Fisher, R., Marafioti, T., Vishyesh, H., Shende, H.,ÌýMcGranahan, N. . . . Swanton, C. (2013).Ìý. J Pathol, 231(4):424-32
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  • Fisher, R., Horswell, S., Rowan, A., Salm, M. P., de Bruin, E. C., Gulati, S.,ÌýMcGranahan, N., . . . Swanton, C. (2014).Ìý. Genome Biology, 15 (8), 433