Analyses of non-coding somatic drivers in 2,658 cancer whole genomes Journal Article


Authors: Rheinbay, E.; Nielsen, M. M.; Abascal, F.; Wala, J. A.; Shapira, O.; Tiao, G.; Hornshøj, H.; Hess, J. M.; Juul, R. I.; Lin, Z.; Feuerbach, L.; Sabarinathan, R.; Madsen, T.; Kim, J.; Mularoni, L.; Shuai, S.; Lanzós, A.; Herrmann, C.; Maruvka, Y. E.; Shen, C.; Amin, S. B.; Bandopadhayay, P.; Bertl, J.; Boroevich, K. A.; Busanovich, J.; Carlevaro-Fita, J.; Chakravarty, D.; Chan, C. W. Y.; Craft, D.; Dhingra, P.; Diamanti, K.; Fonseca, N. A.; Gonzalez-Perez, A.; Guo, Q.; Hamilton, M. P.; Haradhvala, N. J.; Hong, C.; Isaev, K.; Johnson, T. A.; Juul, M.; Kahles, A.; Kahraman, A.; Kim, Y.; Komorowski, J.; Kumar, K.; Kumar, S.; Lee, D.; Lehmann, K. V.; Li, Y.; Liu, E. M.; Lochovsky, L.; Park, K.; Pich, O.; Roberts, N. D.; Saksena, G.; Schumacher, S. E.; Sidiropoulos, N.; Sieverling, L.; Sinnott-Armstrong, N.; Stewart, C.; Tamborero, D.; Tubio, J. M. C.; Umer, H. M.; Uusküla-Reimand, L.; Wadelius, C.; Wadi, L.; Yao, X.; Zhang, C. Z.; Zhang, J.; Haber, J. E.; Hobolth, A.; Imielinski, M.; Kellis, M.; Lawrence, M. S.; von Mering, C.; Nakagawa, H.; Raphael, B. J.; Rubin, M. A.; Sander, C.; Stein, L. D.; Stuart, J. M.; Tsunoda, T.; Wheeler, D. A.; Johnson, R.; Reimand, J.; Gerstein, M.; Khurana, E.; Campbell, P. J.; López-Bigas, N.; PCAWG Drivers and Functional Interpretation Working Group; PCAWG Structural Variation Working Group; Weischenfeldt, J.; Beroukhim, R.; Martincorena, I.; Pedersen, J. S.; Getz, G.; & PCAWG Consortium
Contributors: Abeshouse, A.; Al-Ahmadie, H.; Armenia, J.; Chen, H. W.; Davidson, N. R.; Gao, J.; Ghossein, R.; Giri, D. D.; Gundem, G.; Heins, Z.; Huse, J.; Iacobuzio-Donahue, C. A.; King, T. A.; Kundra, R.; Levine, D. A.; Ochoa, A.; Pastore, A.; Rätsch, G.; Reis-Filho, J.; Reuter, V.; Roehrl, M. H. A.; Sanchez-Vega, F.; Sander, C.; Schultz, N.; Senbabaoglu, Y.; Singer, S.; Socci, N. D.; Stark, S. G.; Vázquez-García, I.; Yellapantula, V. D.; Zhang, H.
Article Title: Analyses of non-coding somatic drivers in 2,658 cancer whole genomes
Abstract: The discovery of drivers of cancer has traditionally focused on protein-coding genes1–4. Here we present analyses of driver point mutations and structural variants in non-coding regions across 2,658 genomes from the Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium5 of the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA). For point mutations, we developed a statistically rigorous strategy for combining significance levels from multiple methods of driver discovery that overcomes the limitations of individual methods. For structural variants, we present two methods of driver discovery, and identify regions that are significantly affected by recurrent breakpoints and recurrent somatic juxtapositions. Our analyses confirm previously reported drivers6,7, raise doubts about others and identify novel candidates, including point mutations in the 5′ region of TP53, in the 3′ untranslated regions of NFKBIZ and TOB1, focal deletions in BRD4 and rearrangements in the loci of AKR1C genes. We show that although point mutations and structural variants that drive cancer are less frequent in non-coding genes and regulatory sequences than in protein-coding genes, additional examples of these drivers will be found as more cancer genomes become available. © 2020, The Author(s).
Keywords: promoter region; single nucleotide polymorphism; mutation; gene amplification; gene expression; protein; gene locus; genetic variability; genetic transcription; mutational analysis; cancer genetics; oncogene; gene rearrangement; gene identification; gene control; genome; point mutation; genetic screening; genetic code; gene structure; indel mutation; tp53 gene; cancer; human; priority journal; article; whole genome sequencing; malignant neoplasm; akr1c gene; brd4 gene; nfkbiz gene; tob1 gene
Journal Title: Nature
Volume: 578
Issue: 7793
ISSN: 0028-0836
Publisher: Nature Publishing Group  
Date Published: 2020-02-05
Start Page: 102
End Page: 111
Language: English
DOI: 10.1038/s41586-020-1965-x
PUBMED: 32025015
PROVIDER: scopus
PMCID: PMC7054214
DOI/URL:
Notes: Erratum issued, see DOI: 10.1038/s41586-022-05599-9 -- Article -- Export Date: 2 March 2020 -- Source: Scopus
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  1. Ronald A Ghossein
    486 Ghossein
  2. Dilip D Giri
    184 Giri
  3. Douglas A Levine
    380 Levine
  4. Tari King
    186 King
  5. Samuel Singer
    337 Singer
  6. Jason T Huse
    143 Huse
  7. Nicholas D Socci
    266 Socci
  8. Chris Sander
    210 Sander
  9. Victor Reuter
    1228 Reuter
  10. Jianjiong Gao
    132 Gao
  11. Nikolaus D Schultz
    491 Schultz
  12. Gunnar Ratsch
    68 Ratsch
  13. Andre Kahles
    31 Kahles
  14. Hsiao-Wei Chen
    30 Chen
  15. Kjong Van Stephan Fritz Lehmann
    22 Lehmann
  16. Stefan G Stark
    17 Stark
  17. Michael H Roehrl
    127 Roehrl
  18. Alessandro   Pastore
    55 Pastore
  19. Joshua   Armenia
    56 Armenia
  20. Zachary Joseph Heins
    22 Heins
  21. Ritika   Kundra
    89 Kundra
  22. Hongxin Zhang
    47 Zhang
  23. Angelica Ochoa
    30 Ochoa
  24. Gunes Gundem
    57 Gundem
  25. Minwei Liu
    24 Liu