Distinct evolutionary trajectories of primary high grade serous ovarian cancers revealed through spatial mutational profiling
High-grade serous ovarian cancer (HGSC) is characterized by poor outcome, often attributed to emergence of treatment-resistant sub-clones. We sought to measure the degree of genomic diversity within primary, untreated HGSC to examine the natural state of tumor evolution prior to therapy. We performed exome sequencing, copy number analysis, targeted amplicon deep sequencing and gene expression profiling on thirty-one spatially and temporally separated HGSC tumor specimens (six patients) including ovarian masses, distant metastases, and fallopian tube lesions. We found widespread intra-tumoral variation in mutation, copy number, and gene expression profiles, with key driver alterations in genes present in only a subset of samples (e.g. PIK3CA, CTNNB1, NF1). On average, only 51.5% of mutations were present in every sample of a given case (range: 10.2% to 91.4%), with TP53 as the only somatic mutation consistently present in all samples. Complex segmental aneuploidies, such as whole genome doubling, were present in a subset of samples from the same individual, with divergent copy number changes segregating independently of point mutation acquisition. Reconstruction of evolutionary histories showed one patient with mixed HGSC and endometrioid histology with common etiologic origin in the fallopian tube and subsequent selection of different driver mutations in the histologically distinct samples. In this patient, we observed mixed cell populations in the early fallopian tube lesion, indicating diversity arises at early stages of tumorigenesis. Our results reveal that HGSC exhibit highly individual evolutionary trajectories and diverse genomic tapestries prior to therapy, exposing an essential biological characteristic to inform future design of personalized therapeutic solutions and investigation of drug resistance mechanisms.
- 13/08/2016
- 131 samples
- DAC: EGAC00000000011
- Technologies: Illumina HiSeq 2000, Illumina MiSeq
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Access to this data is controlled. There are a number of steps that a researcher must take to obtain access to this data, including execution of a Data Access Agreement between the institutions. The process is overseen by the Technology Development Office; please contact our general email address TDOadmin@phsa.ca. Please only click the "request data" button on the EGA website after a Data Access Agreement is fully executed.
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 |
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Other |
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 | |
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EGAF00000590846 | bam | 77.0 GB | ||
EGAF00000590847 | bam | 81.7 GB | ||
EGAF00000590848 | bam | 76.9 GB | ||
EGAF00000590849 | bam | 65.6 GB | ||
EGAF00000590850 | bam | 66.4 GB | ||
EGAF00000590851 | bam | 66.8 GB | ||
EGAF00000590852 | bam | 67.1 GB | ||
EGAF00000590853 | bam | 67.3 GB | ||
EGAF00000590854 | bam | 160.4 GB | ||
EGAF00000590855 | bam | 156.2 GB | ||
EGAF00000590856 | bam | 144.4 GB | ||
EGAF00000590857 | bam | 167.6 GB | ||
EGAF00000590858 | bam | 160.7 GB | ||
EGAF00000590859 | bam | 148.9 GB | ||
EGAF00000590860 | bam | 172.0 GB | ||
EGAF00000590861 | bam | 144.5 GB | ||
EGAF00000590862 | bam | 167.9 GB | ||
EGAF00000590863 | bam | 156.0 GB | ||
EGAF00000590864 | bam | 238.1 GB | ||
EGAF00000590865 | bam | 226.0 GB | ||
EGAF00000590866 | bam | 249.3 GB | ||
EGAF00000590867 | bam | 222.2 GB | ||
EGAF00000590868 | bam | 245.6 GB | ||
EGAF00000590869 | bam | 233.5 GB | ||
EGAF00000590870 | bam | 226.6 GB | ||
EGAF00000590871 | bam | 250.1 GB | ||
EGAF00000590872 | bam | 237.9 GB | ||
EGAF00000590873 | bam | 234.1 GB | ||
EGAF00000590874 | bam | 8.9 MB | ||
EGAF00000590875 | bam | 9.9 MB | ||
EGAF00000590876 | bam | 1.9 MB | ||
EGAF00000590877 | bam | 25.6 MB | ||
EGAF00000590878 | bam | 15.4 MB | ||
EGAF00000590879 | bam | 4.3 MB | ||
EGAF00000590880 | bam | 21.7 MB | ||
EGAF00000590881 | bam | 20.6 MB | ||
EGAF00000590882 | bam | 19.7 MB | ||
EGAF00000590883 | bam | 4.8 MB | ||
EGAF00000590884 | bam | 4.1 MB | ||
EGAF00000590885 | bam | 41.3 MB | ||
EGAF00000590886 | bam | 20.4 MB | ||
EGAF00000590887 | bam | 11.3 MB | ||
EGAF00000590888 | bam | 20.2 MB | ||
EGAF00000590889 | bam | 6.0 MB | ||
EGAF00000590890 | bam | 38.7 MB | ||
EGAF00000590891 | bam | 14.2 MB | ||
EGAF00000590892 | bam | 26.1 MB | ||
EGAF00000590893 | bam | 6.0 MB | ||
EGAF00000590894 | bam | 6.9 MB | ||
EGAF00000590895 | bam | 48.9 MB | ||
EGAF00000590896 | bam | 33.8 MB | ||
EGAF00000590897 | bam | 36.6 MB | ||
EGAF00000590898 | bam | 16.3 MB | ||
EGAF00000590899 | bam | 36.4 MB | ||
EGAF00000590900 | bam | 26.8 MB | ||
EGAF00000590901 | bam | 3.8 MB | ||
EGAF00000590902 | bam | 3.6 MB | ||
EGAF00000590903 | bam | 65.6 MB | ||
EGAF00000590904 | bam | 30.5 MB | ||
EGAF00000590905 | bam | 5.5 MB | ||
EGAF00000590906 | bam | 4.2 MB | ||
EGAF00000590907 | bam | 23.0 MB | ||
EGAF00000590908 | bam | 35.9 MB | ||
EGAF00000590909 | bam | 4.3 MB | ||
EGAF00000590910 | bam | 23.8 MB | ||
EGAF00000590911 | bam | 11.4 MB | ||
EGAF00000590912 | bam | 44.6 MB | ||
EGAF00000590913 | bam | 6.2 MB | ||
EGAF00000590914 | bam | 5.1 MB | ||
EGAF00000590915 | bam | 31.7 MB | ||
EGAF00000590916 | bam | 3.4 MB | ||
EGAF00000590917 | bam | 4.2 MB | ||
EGAF00000590918 | bam | 5.3 MB | ||
EGAF00000590919 | bam | 5.8 MB | ||
EGAF00000590920 | bam | 49.3 MB | ||
EGAF00000590921 | bam | 40.0 MB | ||
EGAF00000590922 | bam | 5.2 MB | ||
EGAF00000590923 | bam | 31.4 MB | ||
EGAF00000590924 | bam | 3.8 MB | ||
EGAF00000590925 | bam | 4.3 MB | ||
EGAF00000590926 | bam | 5.2 MB | ||
EGAF00000590927 | bam | 4.2 MB | ||
EGAF00000590928 | bam | 5.9 MB | ||
EGAF00000590929 | bam | 5.1 MB | ||
EGAF00000590930 | bam | 62.6 MB | ||
EGAF00000590931 | bam | 50.0 MB | ||
EGAF00000590932 | bam | 54.8 MB | ||
EGAF00000590933 | bam | 41.7 MB | ||
EGAF00000590934 | bam | 5.3 MB | ||
EGAF00000590935 | bam | 4.2 MB | ||
EGAF00000590936 | bam | 88.0 GB | ||
EGAF00000590937 | bam | 85.8 GB | ||
EGAF00000590938 | bam | 62.7 GB | ||
EGAF00000590939 | bam | 63.7 GB | ||
EGAF00000590940 | bam | 64.6 GB | ||
EGAF00000590941 | bam | 65.3 GB | ||
EGAF00000590942 | bam | 65.9 GB | ||
EGAF00000590943 | bam | 12.2 MB | ||
EGAF00000590944 | bam | 4.2 MB | ||
EGAF00000590945 | bam | 9.7 MB | ||
EGAF00000590946 | bam | 57.2 MB | ||
EGAF00000590947 | bam | 15.1 MB | ||
EGAF00000590948 | bam | 32.4 MB | ||
EGAF00000590949 | bam | 4.0 MB | ||
EGAF00000590950 | bam | 9.6 MB | ||
EGAF00000590951 | bam | 5.4 MB | ||
EGAF00000590952 | bam | 7.8 MB | ||
EGAF00000590953 | bam | 4.1 MB | ||
EGAF00000590954 | bam | 5.3 MB | ||
EGAF00000590955 | bam | 41.8 MB | ||
EGAF00000590956 | bam | 35.8 MB | ||
EGAF00000590957 | bam | 3.5 MB | ||
EGAF00000590958 | bam | 3.2 MB | ||
EGAF00000590959 | bam | 6.1 MB | ||
EGAF00000590960 | bam | 4.5 MB | ||
EGAF00000590961 | bam | 53.3 MB | ||
EGAF00000590962 | bam | 30.2 MB | ||
EGAF00000590963 | bam | 4.2 MB | ||
EGAF00000590964 | bam | 11.0 MB | ||
EGAF00000590965 | bam | 35.2 MB | ||
EGAF00000590966 | bam | 4.6 MB | ||
EGAF00000590967 | bam | 23.9 MB | ||
EGAF00000590968 | bam | 28.1 MB | ||
EGAF00000590969 | bam | 508.4 kB | ||
EGAF00000590970 | bam | 4.7 MB | ||
EGAF00000590971 | bam | 3.1 MB | ||
EGAF00000590972 | bam | 5.0 MB | ||
EGAF00000590973 | bam | 5.6 MB | ||
EGAF00000590974 | bam | 5.1 MB | ||
EGAF00000590975 | bam | 29.8 MB | ||
EGAF00000590976 | bam | 7.6 MB | ||
131 Files (5.0 TB) |