Single cell resolution of an epigenetic signature of persister tumor cell
Dumbrava, M.; Ismail, W. M.; Sandoval, L.; Mazzone, A.; Aalam, S. M. M.; Ritting, M. L.; Hou, X.; Xie, Y.; Harrington, S.; Kaufmann, S.; Kannan, N.; Weroha, S.; Gaspar-Maia, A.
Show abstract
Cancer can recur when a subset of tumor cells, denoted here as persister cells, are able to survive therapy and re-enter the cell cycle. The precise mechanisms that confer the persister state and whether it is characteristic of a subgroup of cells or arises from multiple cellular lineages remain poorly understood. We hypothesize that an epigenetic signature underlies the drug-tolerant persister state, characterized by transcriptional and chromatin accessibility changes that promote survival of residual cancer following chemotherapy. To identify clinically relevant features of persister cells in untreated tumors and residual disease, we performed single-cell multiomic profiling (snRNA+snATAC) on a cohort of non-malignant fallopian tube, treatment-naive, and neoadjuvant chemotherapy (NACT)-treated high-grade serous ovarian cancer (HGSOC) samples. We identified differences in gene expression and open chromatin between naive and residual patient tumors following chemotherapy. Although only a small proportion of the differentially expressed genes enriched in residual HGSOC overlapped with established gene sets for chemo-response and patient prognosis, the epigenomic analysis revealed activity of several DNA-binding factors that are both enriched upon chemotherapy and also high in resistant tumors prior to treatment. From this analysis, we identified an epigenetic signature that precedes expression and defines the persister state. This epigenetic signature also correlated with chemotherapy sensitivity and resistance using patient-derived xenograft models of HGSOC. Gene regulatory networks driven by the persister signature are involved in the activation of oncogenic pathways, including changes to the cell cycle promoting quiescence and stress response. Further study of the persister cells identified by this epigenetic signature may increase understanding of the mechanisms underlying persister cell survival and reveal new vulnerabilities that could be exploited to delay or prevent cancer recurrence.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A pan-cancer analysis of CpG Island gene regulation reveals extensive plasticity within Polycomb targets 95%
- A recurrent pathogenic BRCA2 truncating variant reveals a role for BRCA2-PCAF complex in modulating NF-κB-driven transcription 95%
- Pan-cancer landscape of homologous recombination deficiency 95%
Similar papers in this journal
Similar papers in this journal
- Epigenetic remodeling and 3D chromatin reorganization governed by NKX2-1 drive neuroendocrine prostate cancer 96%
- Spatial drivers and pre-cancer populations collaborate with the microenvironment in untreated and chemo-resistant pancreatic cancer 95%
- Mapping the temporal and spatial dynamics of the human endometrium in vivo and in vitro 94%
Similar papers in this journal
- Single cell decoding of drug induced transcriptomic reprogramming in triple negative breast cancers 95%
- Cancer-specific CTCF binding facilitates oncogenic transcriptional dysregulation 95%
- Disruption of metazoan gene regulatory networks in cancer alters the balance of co-expression between genes of unicellular and multicellular origins 95%
Similar papers in this journal
- Pan-cancer association of DNA repair deficiencies with whole-genome mutational patterns 95%
- Transcriptional pattern enriched for synaptic signaling is associated with shorter survival of patients with high-grade serous ovarian cancer 94%
- Gene interaction perturbation network deciphers a high-resolution taxonomy in colorectal cancer 94%
"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.