Subclonal diversification of primary breast cancer
Cancers are ecosystems of genetically related clones, competing across space and time for limited resources. To understand the clonal structure of primary breast cancer, we applied genome and targeted sequencing to 295 samples from 49 patients’ tumors. The extent of subclonal diversification varied considerably among patients and encompassed many spatial patterns, including local growth, intraductal dissemination and clonal intermixture. Landmarks of disease progression, such as acquiring invasive or metastatic potential, arose within detectable subclones of antecedent lesions, suggesting that subclonal mutations could be relevant if actionable. No defined temporal order of mutation was evident, with the commonest genes, including PIK3CA, TP53, BRCA2, PTEN and MYC, mutated early in some, late in others, often exhibiting parallel evolution across subclones. Signatures of homologous recombination deficiency correlated with response to neoadjuvant chemotherapy. Thus, the interplay of mutation, growth and competition drives clonal structures of breast cancer that are complex, variable across patients and clinically relevant.
- 04/05/2016
- 42 samples
- DAC: EGAC00001000000
- Technology: Illumina HiSeq 2000
- PUB DUO:0000019 (version: 2021-02-23)publication requiredThis data use modifier indicates that requestor agrees to make results of studies using the data available to the larger scientific community.
- US DUO:0000026 (version: 2021-02-23)user specific restrictionThis data use modifier indicates that use is limited to use by approved users.
- IS DUO:0000028 (version: 2021-02-23)institution specific restrictionThis data use modifier indicates that use is limited to use within an approved institution.
- GRU DUO:0000042 (version: 2021-02-23)general research useThis data use permission indicates that use is allowed for general research use for any research purpose.
Wellcome Trust Sanger Institute Cancer Genome Group Data Sharing Policy
Studies are experimental investigations of a particular phenomenon, e.g., case-control studies on a particular trait or cancer research projects reporting matching cancer normal genomes from patients.
Study ID | Study Title | Study Type |
---|---|---|
Cancer Genomics | ||
Cancer Genomics | ||
Cancer Genomics | ||
Cancer Genomics |
This table displays only public information pertaining to the files in the dataset. If you wish to access this dataset, please submit a request. If you already have access to these data files, please consult the download documentation.
ID | File Type | Size | Located in | |
---|---|---|---|---|
EGAF00000138910 | bam | 17.2 GB | ||
EGAF00000138911 | bam | 15.8 GB | ||
EGAF00000138912 | bam | 21.2 GB | ||
EGAF00000138913 | bam | 27.1 GB | ||
EGAF00000138914 | bam | 24.9 GB | ||
EGAF00000138915 | bam | 16.4 GB | ||
EGAF00000138916 | bam | 20.2 GB | ||
EGAF00000141002 | bam | 15.8 GB | ||
EGAF00000141003 | bam | 30.4 GB | ||
EGAF00000141004 | bam | 24.9 GB | ||
EGAF00000141005 | bam | 15.7 GB | ||
EGAF00000147448 | bam | 31.6 GB | ||
EGAF00000149529 | bam | 34.9 GB | ||
EGAF00000151371 | bam | 22.2 GB | ||
EGAF00000151372 | bam | 23.7 GB | ||
EGAF00000151373 | bam | 18.8 GB | ||
EGAF00000152725 | bam | 17.7 GB | ||
EGAF00000153152 | bam | 25.6 GB | ||
EGAF00000153153 | bam | 23.7 GB | ||
EGAF00000153155 | bam | 22.7 GB | ||
EGAF00000153157 | bam | 26.3 GB | ||
EGAF00000153158 | bam | 25.3 GB | ||
EGAF00000153159 | bam | 29.0 GB | ||
EGAF00000153160 | bam | 25.8 GB | ||
EGAF00000155864 | bam | 27.6 GB | ||
EGAF00000155865 | bam | 23.2 GB | ||
EGAF00000155866 | bam | 30.6 GB | ||
EGAF00000155867 | bam | 28.8 GB | ||
EGAF00000155868 | bam | 30.8 GB | ||
EGAF00000155869 | bam | 28.0 GB | ||
EGAF00000155870 | bam | 22.0 GB | ||
EGAF00000155871 | bam | 24.7 GB | ||
EGAF00000155872 | bam | 30.7 GB | ||
EGAF00000155873 | bam | 28.0 GB | ||
EGAF00000155877 | bam | 37.0 GB | ||
EGAF00000155878 | bam | 37.9 GB | ||
EGAF00000155879 | bam | 23.0 GB | ||
EGAF00000155880 | bam | 22.0 GB | ||
EGAF00000161499 | bam | 28.6 GB | ||
EGAF00000162958 | bam | 36.8 GB | ||
EGAF00000162959 | bam | 38.2 GB | ||
EGAF00000162960 | bam | 39.9 GB | ||
EGAF00000162961 | bam | 39.8 GB | ||
EGAF00000162962 | bam | 38.0 GB | ||
EGAF00000162963 | bam | 38.5 GB | ||
EGAF00000162964 | bam | 46.5 GB | ||
EGAF00000163586 | bam | 38.6 GB | ||
EGAF00000163587 | bam | 35.3 GB | ||
EGAF00000163588 | bam | 37.1 GB | ||
EGAF00000163589 | bam | 37.4 GB | ||
EGAF00000163590 | bam | 34.6 GB | ||
EGAF00000163591 | bam | 34.6 GB | ||
EGAF00000163592 | bam | 33.2 GB | ||
EGAF00000163593 | bam | 32.8 GB | ||
EGAF00000164378 | bam | 31.8 GB | ||
EGAF00000164379 | bam | 32.3 GB | ||
EGAF00000164853 | bam | 31.6 GB | ||
EGAF00000164854 | bam | 32.5 GB | ||
EGAF00000164855 | bam | 25.1 GB | ||
EGAF00000164857 | bam | 32.3 GB | ||
EGAF00000164858 | bam | 30.5 GB | ||
EGAF00000164859 | bam | 25.5 GB | ||
EGAF00000164860 | bam | 32.8 GB | ||
EGAF00000164861 | bam | 33.0 GB | ||
EGAF00000164862 | bam | 28.0 GB | ||
EGAF00000164863 | bam | 28.1 GB | ||
EGAF00000164864 | bam | 27.8 GB | ||
EGAF00000164865 | bam | 26.5 GB | ||
EGAF00000164866 | bam | 26.0 GB | ||
EGAF00000167151 | bam | 40.5 GB | ||
EGAF00000167152 | bam | 21.4 GB | ||
EGAF00000168077 | bam | 32.0 GB | ||
EGAF00000168078 | bam | 32.0 GB | ||
EGAF00000168079 | bam | 24.4 GB | ||
EGAF00000168687 | bam | 24.5 GB | ||
EGAF00000168688 | bam | 26.3 GB | ||
EGAF00000168689 | bam | 26.2 GB | ||
EGAF00000168690 | bam | 25.9 GB | ||
EGAF00000169196 | bam | 32.9 GB | ||
EGAF00000170572 | bam | 34.9 GB | ||
EGAF00000170573 | bam | 33.1 GB | ||
EGAF00000170574 | bam | 34.0 GB | ||
EGAF00000170575 | bam | 18.1 GB | ||
EGAF00000170576 | bam | 23.7 GB | ||
EGAF00000170577 | bam | 23.3 GB | ||
EGAF00000170578 | bam | 23.5 GB | ||
EGAF00000170579 | bam | 27.5 GB | ||
EGAF00000171832 | bam | 32.0 GB | ||
EGAF00000171833 | bam | 32.0 GB | ||
EGAF00000172477 | bam | 29.5 GB | ||
EGAF00000172478 | bam | 25.1 GB | ||
EGAF00000172479 | bam | 25.4 GB | ||
EGAF00000172480 | bam | 25.9 GB | ||
EGAF00000172481 | bam | 25.6 GB | ||
EGAF00000172482 | bam | 26.0 GB | ||
EGAF00000172483 | bam | 26.1 GB | ||
EGAF00000172484 | bam | 25.9 GB | ||
EGAF00000172485 | bam | 27.0 GB | ||
EGAF00000172486 | bam | 26.7 GB | ||
EGAF00000177814 | bam | 34.4 GB | ||
EGAF00000177815 | bam | 34.5 GB | ||
EGAF00000177816 | bam | 29.6 GB | ||
EGAF00000177817 | bam | 29.2 GB | ||
EGAF00000177818 | bam | 29.6 GB | ||
EGAF00000177819 | bam | 32.9 GB | ||
EGAF00000177820 | bam | 32.7 GB | ||
EGAF00000177821 | bam | 32.6 GB | ||
EGAF00000181225 | bam | 30.3 GB | ||
EGAF00000187957 | bam | 35.6 GB | ||
EGAF00000188353 | bam | 36.0 GB | ||
EGAF00000188354 | bam | 36.0 GB | ||
EGAF00000188356 | bam | 20.0 GB | ||
EGAF00000188357 | bam | 22.4 GB | ||
EGAF00000222303 | bam | 25.1 GB | ||
EGAF00000231521 | bam | 31.8 GB | ||
EGAF00000231522 | bam | 31.9 GB | ||
EGAF00000231523 | bam | 32.0 GB | ||
EGAF00000231524 | bam | 33.2 GB | ||
EGAF00000231525 | bam | 35.1 GB | ||
EGAF00000231526 | bam | 35.1 GB | ||
EGAF00000231527 | bam | 34.7 GB | ||
EGAF00000231528 | bam | 35.8 GB | ||
EGAF00000234291 | bam | 32.1 GB | ||
EGAF00000234292 | bam | 33.7 GB | ||
EGAF00000234293 | bam | 33.2 GB | ||
EGAF00000234294 | bam | 33.6 GB | ||
EGAF00000234295 | bam | 34.5 GB | ||
EGAF00000234296 | bam | 34.1 GB | ||
EGAF00000234297 | bam | 33.3 GB | ||
EGAF00000234298 | bam | 33.7 GB | ||
EGAF00000234299 | bam | 18.4 GB | ||
EGAF00000234300 | bam | 13.0 GB | ||
EGAF00000234301 | bam | 34.8 GB | ||
EGAF00000240813 | bam | 24.7 GB | ||
EGAF00000242184 | bam | 32.2 GB | ||
EGAF00000242185 | bam | 33.7 GB | ||
EGAF00000242186 | bam | 32.5 GB | ||
EGAF00000242187 | bam | 34.1 GB | ||
EGAF00000242188 | bam | 34.8 GB | ||
EGAF00000584965 | bam | 14.0 GB | ||
EGAF00000584966 | bam | 13.4 GB | ||
EGAF00000584967 | bam | 20.0 GB | ||
EGAF00000584968 | bam | 26.0 GB | ||
EGAF00000584969 | bam | 26.0 GB | ||
EGAF00000584970 | bam | 25.4 GB | ||
EGAF00000584971 | bam | 25.6 GB | ||
EGAF00000584972 | bam | 25.5 GB | ||
EGAF00000584973 | bam | 25.1 GB | ||
EGAF00000584974 | bam | 24.7 GB | ||
EGAF00000584975 | bam | 24.8 GB | ||
EGAF00000584976 | bam | 24.6 GB | ||
EGAF00000584977 | bam | 24.2 GB | ||
EGAF00000584978 | bam | 27.2 GB | ||
EGAF00000584979 | bam | 27.5 GB | ||
EGAF00000584980 | bam | 27.5 GB | ||
EGAF00000584981 | bam | 27.0 GB | ||
EGAF00000584982 | bam | 32.8 GB | ||
EGAF00000584983 | bam | 33.5 GB | ||
EGAF00000584984 | bam | 37.4 GB | ||
EGAF00000584985 | bam | 37.5 GB | ||
EGAF00000584986 | bam | 36.4 GB | ||
EGAF00000584987 | bam | 19.2 GB | ||
EGAF00000584988 | bam | 28.4 GB | ||
EGAF00000584989 | bam | 28.2 GB | ||
EGAF00000584990 | bam | 28.3 GB | ||
EGAF00000584991 | bam | 35.8 GB | ||
EGAF00000584992 | bam | 36.3 GB | ||
EGAF00000584993 | bam | 36.0 GB | ||
EGAF00000584994 | bam | 36.4 GB | ||
EGAF00000584995 | bam | 36.5 GB | ||
EGAF00000584996 | bam | 29.3 GB | ||
EGAF00000584997 | bam | 38.6 GB | ||
EGAF00000584998 | bam | 38.9 GB | ||
EGAF00000584999 | bam | 22.3 GB | ||
EGAF00000585000 | bam | 17.8 GB | ||
EGAF00000585001 | bam | 15.3 GB | ||
EGAF00000585002 | bam | 25.3 GB | ||
EGAF00000585003 | bam | 25.9 GB | ||
178 Files (5.2 TB) |