DNA methylation landscapes of matched primary and recurrent high grade serous ovarian cancers are preserved throughout disease progression and chemoresistance.
Gull, N.; Jones, M. R.; Peng, P.-C.; Coetzee, S. G.; Chedraoui Silva, T.; Plummer, J. T.; Reyes, A. L.; Davis, B. D.; Chen, S.; Lawrenson, K.; Lester, J.; Walsh, C.; Rimel, B. J.; Li, A. J.; Cass, I.; Berg, Y.; Govindavari, J.-P. B.; Rutgers, J. K.; Karlan, B. Y.; Berman, B. P.; Gayther, S.
Show abstract
Little is known about the role of global DNA methylation in recurrence and chemoresistance of high grade serous ovarian cancer (HGSOC). We performed whole genome bisulfite sequencing (WGBS) and whole transcriptome sequencing (RNA-seq) to establish methylation and gene expression signatures in 62 primary and recurrent tumors from 28 patients diagnosed with stage III/IV HGSOC. Eleven of these patients carried pathogenic germline BRCA1/BRCA2 mutations. Genome-wide methylation and transcriptomic features identified in primary tumors were largely preserved in matched recurrent tumors from the same patient (P-value = 7.16 x 10-7 and 1.41 x 10-3 in BRCA1/2 and non-BRCA1/2 cases respectively). Tumors from BRCA1/2 carriers displayed high levels of heterogeneity, with significantly more shared methylation changes identified between primary and recurrent tumors from non-BRCA1/2 patients, which may be related to the poorer survival we observe in HGSOCs from non-BRCA1/2 carriers (P-value = 0.0056). Partially methylated domains (PMDs) dominated the epigenetic variation across all tumors, and were more hypomethylated in BRCA1/2 than non-BRCA1/2 cases. Differential gene expression analysis identified upregulation of genes from immune pathways including antigen processing and presentation in tumors from BRCA1/2 carriers, implicating increased immune response in the improved survival observed in these patients. In summary, this study shows a previously unreported conservation of methylation and gene expression in recurrent HGSOCs. These data have implications for the possible effectiveness of epigenetic based therapies to treat both primary and recurrent ovarian cancers.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Spatial transcriptomics reveals ovarian cancer subclones with distinct tumour microenvironments 97%
- The genomic and epigenomic evolutionary history of papillary renal cell carcinomas 96%
- Whole-genome analysis of Nigerian patients with breast cancer reveals ethnic-driven somatic evolution and distinct genomic subtypes 96%
Similar papers in this journal
- Unveiling the influence of tumor and immune signatures on immune checkpoint therapy in advanced lung cancer 94%
- Phenotypic plasticity underlies local invasion and distant metastasis in colon cancer 94%
- Patient-derived xenografts and single-cell sequencing identifies three subtypes of tumor-reactive lymphocytes in uveal melanoma metastases 94%
Similar papers in this journal
Similar papers in this journal
- Acquired RAD51C promoter methylation loss causes PARP inhibitor resistance in high grade serous ovarian carcinoma 96%
- Cis-Regulatory Element Hijacking by Structural Variants Overshadows Higher-Order Topological Changes in Primary Prostate Cancer 96%
- Aberrant transcript usage induces homologous recombination deficiency and predicts therapeutic responses 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.