Multi-modal transcriptomic analysis unravels enrichment of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer DOI Creative Commons
Sarthak Sahoo,

Soundharya Ramu,

Madhumathy G Nair

и другие.

bioRxiv (Cold Spring Harbor Laboratory), Год журнала: 2023, Номер unknown

Опубликована: Окт. 2, 2023

Intra-tumoral phenotypic heterogeneity promotes tumor relapse and therapeutic resistance remains an unsolved clinical challenge. It manifests along multiple axes decoding the interconnections among these different is crucial to understand its molecular origins develop novel strategies control it. Here, we use multi-modal transcriptomic data analysis - bulk, single-cell spatial transcriptomics from breast cancer cell lines primary samples, identify associations between epithelial-mesenchymal transition (EMT) luminal-basal plasticity two key processes that enable heterogeneity. We show luminal strongly associates with epithelial state, but basal associated hybrid epithelial/mesenchymal phenotype(s) higher These patterns were inherent in methylation profiles, suggesting epigenetic crosstalk EMT lineage cancer. Mathematical modelling of core underlying gene regulatory networks representative recapitulate thus elucidate mechanistic underpinnings observed data. Our systems-based approach integrating mechanism-based modeling offers a predictive framework characterize intra-tumor possible interventions restrict

Язык: Английский

Increased prevalence of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer DOI Creative Commons
Sarthak Sahoo,

Soundharya Ramu,

Madhumathy G Nair

и другие.

iScience, Год журнала: 2024, Номер 27(7), С. 110116 - 110116

Опубликована: Май 27, 2024

Highlights•Luminal signature is closely associated with epithelial in breast cancer•Basal correlates well a hybrid epithelial-mesenchymal signature•Basal cancer exhibits higher heterogeneity patterns•Mathematical modeling of underlying gene networks explains observed heterogeneitySummaryIntra-tumoral phenotypic promotes tumor relapse and therapeutic resistance remains an unsolved clinical challenge. Decoding the interconnections among different biological axes plasticity crucial to understand molecular origins heterogeneity. Here, we use multi-modal transcriptomic data—bulk, single-cell, spatial transcriptomics—from cell lines primary samples, identify associations between transition (EMT) luminal-basal plasticity—two key processes that enable We show luminal strongly associates state, but basal epithelial/mesenchymal phenotype(s) Mathematical core regulatory representative crosstalk elucidate mechanistic underpinnings from data. Our systems-based approach integrating data analysis mechanism-based offers predictive framework characterize intra-tumor interventions restrict it.Graphical abstract

Язык: Английский

Процитировано

6

Shared mechanisms for metastasis and drug resistance in prostate cancer DOI
Yimin Chen, Lin Chen, Yuxin Xu

и другие.

Biochimica et Biophysica Acta (BBA) - Reviews on Cancer, Год журнала: 2025, Номер 1880(4), С. 189358 - 189358

Опубликована: Май 28, 2025

Язык: Английский

Процитировано

0

Advance in prostate cancer biomarker discovery: bridging detection, prognosis and therapeutics DOI Creative Commons
Subhayan Das,

Shayeri Chatterjee Ganguly,

S. K. Bera

и другие.

Discover Oncology, Год журнала: 2025, Номер 16(1)

Опубликована: Май 30, 2025

Язык: Английский

Процитировано

0

A synthetic lethal screen for Snail-induced enzalutamide resistance identifies JAK/STAT signaling as a therapeutic vulnerability in prostate cancer DOI Creative Commons

Kathryn E. Ware,

Beatrice C. Thomas,

Pelumi Olawuni

и другие.

Frontiers in Molecular Biosciences, Год журнала: 2023, Номер 10

Опубликована: Май 9, 2023

Despite substantial improvements in the treatment landscape of prostate cancer, evolution hormone therapy-resistant and metastatic cancer remains a major cause cancer-related death globally. The mainstay for advanced is targeting androgen receptor signaling, including deprivation therapy plus second-generation blockade (e.g., enzalutamide, apalutamide, darolutamide), and/or synthesis inhibition (abiraterone). While these agents have significantly prolonged lives patients with nearly universal. This resistance mediated by diverse mechanisms, both receptor-dependent such as mutations, amplifications, alternative splicing, amplification, well non-androgen receptor-mediated lineage plasticity toward neuroendocrine-like or epithelial-mesenchymal transition (EMT)-like lineages. Our prior work identified EMT transcriptional regulator Snail critical to hormonal commonly detected human cancer. In current study, we sought interrogate actionable EMT-mediated resistant identify synthetic lethality collateral sensitivity approaches treating this aggressive, disease state. Using combination high-throughput drug screens multi-parameter phenotyping confluence imaging, ATP production, phenotypic reporters EMT, candidate lethalities Snail-mediated These analyses multiple targets, XPO1, PI3K/mTOR, aurora kinases, c-MET, polo-like JAK/STAT Snail+ We validated targets subsequent validation screen an LNCaP-derived model sequential enzalutamide. follow-up provided inhibitors PI3K/mTOR therapeutic vulnerabilities enzalutamide-resistant

Язык: Английский

Процитировано

5

Establishment and characterization of the gemcitabine-resistant human gallbladder cancer cell line NOZ GemR DOI Open Access
Ming Xu, Song Xu, Bowen Jiang

и другие.

Annals of Medicine and Surgery, Год журнала: 2024, Номер 86(3), С. 1396 - 1400

Опубликована: Янв. 3, 2024

Background: Patients with gallbladder cancer (GBC) generally receive gemcitabine as the standard treatment; however, its efficacy is often limited owing to development of resistance. Methods: To identify mechanisms underlying resistance in GBC, a gemcitabine-resistant GBC cell line (NOZ GemR) was established by exposing parental NOZ increasing concentrations gemcitabine. Morphological changes, growth rates, and migratory invasive capabilities were evaluated. Protein expression detected using western blotting. Results: The results demonstrated that IC 50 GemR 0.011 4.464 μM, respectively, index ratio 405.8. In comparison, cells grew slower had significantly lower migration invasion abilities than cells. There altered levels epithelial-mesenchymal transformation markers cells, well increased Akt/mTOR pathway protein. Conclusion: could be used an effective vitro model improve our understanding GBC.

Язык: Английский

Процитировано

1

Multi-modal transcriptomic analysis unravels enrichment of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer DOI Creative Commons
Sarthak Sahoo,

Soundharya Ramu,

Madhumathy G Nair

и другие.

bioRxiv (Cold Spring Harbor Laboratory), Год журнала: 2023, Номер unknown

Опубликована: Окт. 2, 2023

Intra-tumoral phenotypic heterogeneity promotes tumor relapse and therapeutic resistance remains an unsolved clinical challenge. It manifests along multiple axes decoding the interconnections among these different is crucial to understand its molecular origins develop novel strategies control it. Here, we use multi-modal transcriptomic data analysis - bulk, single-cell spatial transcriptomics from breast cancer cell lines primary samples, identify associations between epithelial-mesenchymal transition (EMT) luminal-basal plasticity two key processes that enable heterogeneity. We show luminal strongly associates with epithelial state, but basal associated hybrid epithelial/mesenchymal phenotype(s) higher These patterns were inherent in methylation profiles, suggesting epigenetic crosstalk EMT lineage cancer. Mathematical modelling of core underlying gene regulatory networks representative recapitulate thus elucidate mechanistic underpinnings observed data. Our systems-based approach integrating mechanism-based modeling offers a predictive framework characterize intra-tumor possible interventions restrict

Язык: Английский

Процитировано

1