Decoding gene expression heterogeneity in Triple Negative Breast Cancer [bulk RNA-seq]
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE266354 | GEO | 2024/07/17
REPOSITORIES: GEO
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Project description:In this study, we have employed both bulk RNA- and sc-RNA-seq to investigate the transcriptional status of TNBC cells, grown as 2D or 3D cultures, prior and after development of resistance to two widely used chemotherapeutic drugs, paclitaxel and doxorubicin. Our aim was to uncover the gene expression programs that support drug tolerance in treatment-naïve cells and drug resistance in heterogeneous chemoresistant populations. Analysis of the data from the two techniques yielded similar results to a large degree, yet several low abundance gene expression changes in the chemoresistant cells were detected only by scRNA-seq.
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Project description:The major obstacle in successfully treating triple negative breast cancer (TNBC) is resistance to cytotoxic chemotherapy, the mainstay of treatment in this disease. Previous pre-clinical models of chemoresistance in TNBC have suffered from a lack of clinical relevance. Using a single high dose chemotherapy treatment, we developed a novel MDA-MB-436 cell-based model of chemoresistance characterized by a unique and complex morphological phenotype, which consists of polyploid giant cancer cells (PGCCs) giving rise to neuron-like mononuclear daughter cells filled with smaller but functional mitochondria and numerous lipid droplets. This resistant phenotype is associated with metabolic reprogramming with a shift to a greater dependence on fatty acids and oxidative phosphorylation. We validated both the molecular and histologic features of this model in a clinical cohort of primary chemoresistant TNBCs and identified several metabolic vulnerabilities including a dependence on PLIN4, a perilipin coating the observed lipid droplets, expressed both in the TNBC resistant cells and clinical chemoresistant tumors treated with neoadjuvant doxorubicin-based chemotherapy. These findings thus reveal a novel mechanism of chemotherapy resistance that has therapeutic implications in the treatment of drug resistant cancer.
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Project description:Treatment of patients with triple-negative breast cancer (TNBC) has been challenging due to the absence of well-defined molecular targets and high invasive and proliferative capacities of these cells. Current treatments against TNBC have shown minimal activity due to the high recurrence rate in the patients. Therefore, a pressing need for novel and efficacious therapies against TNBC. Here, we found a novel small molecule inhibitor (NSC33353) with potent anti-tumor activity against TNBC cells. Anti-proliferative effects of NSC small molecule inhibitor were determined using 2D and 3D culture cell proliferation assays. Using proteomics, NGS and enrichment analysis, we globally investigated top regulatory pathways affected by this compound in TNBC cells. Subsequently, we validated the proteomics and NGS analysis data using seahorse and enzymatic assays. Finally, we showed the inhibitor anti-tumor effects and confirmed its potential mechanism in vivo. In this report, we showed that a novel NSC33353 small molecule inhibitor reduced the proliferation of TNBC cells. Proteomic analysis confirmed a significant metabolic reprograming including suppression of glycolysis and oxidative phosphorylation after treatment. Furthermore, we found that treatment with NSC33353 small molecule inhibitor impaired glycolysis and oxidative phosphorylation via modulating the activity of metabolic regulator enzymes. Altogether, our data indicate that NSC33353 small molecule inhibitor may exhibit anti-tumor activity in TNBC cells and provide a rationale for further investigation of the potential of NSC small molecule inhibitor as an attractive therapeutic drug for TNBC. Doxorubicin is one of the most effective agents in the treatment of TNBC and resistance to this drug is a major problem. We show that the combination of NSC33353 and doxorubicin synergistically suppressed the growth of TNBC cells suggesting the combination enhances the sensitivity to doxorubicin. Further in-depth investigations are required to evaluate the exact targets and mechanism of this potent small molecule inhibitor, and its anti-neoplasm effects on TNBC in vivo.
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Project description:Standard chemotherapy is the only systemic treatment for triple-negative breast cancer (TNBC). Despite the good initial responses, resistance remains a major therapeutic obstacle. Here, we employed a High-Throughput Screen to identify targeted therapies that overcome chemoresistance in TNBC. We applied short-term paclitaxel treatment and screened 320 small-molecule inhibitors of known targets to identify drugs that preferentially and efficiently target paclitaxel-treated TNBC cells. Among these compounds the SMAC mimetics (BV6, Birinapant) and BH3-mimetics (ABT-737/263) were recognized as potent targeted therapy for multiple paclitaxel-residual TNBC cell lines. However, acquired paclitaxel resistance through repeated paclitaxel pulses result in desensitization to BV6, but not to ABT-263, suggesting that short- and long-term paclitaxel resistance are mediated by distinct mechanisms. Gene expression profiling of paclitaxel-residual, -resistant and naïve MDA-MB-231 cells demonstrated that paclitaxel-residual, as opposed to -resistant cells, were characterized by an apoptotic signature, with downregulation of anti-apoptotic genes (BCL2, BIRC5), activation of apoptosis inducers (IL24, PDCD4), and enrichment of TNFα/NF-κB pathway, including upregulation of TNFSF15, coupled with cell-cycle arrest. BIRC5 and FOXM1 downregulation and IL24 induction was also evident in breast cancer patient datasets following taxane treatment. Exposure of naïve and paclitaxel-resistant cells to supernatants of paclitaxel-residual cells sensitized them to BV6, and treatment with TNFα enhanced the potency of BV6, suggesting that sensitization to BV6 is mediated, at least partially, by secreted factor(s). Our results suggest that administration of SMAC or BH3 mimetics following short-term paclitaxel treatment could be an effective therapeutic strategy for TNBC, while only BH3-mimetics could effectively overcome long-term paclitaxel resistance
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Project description:Breast cancer (BC), the most frequent tumor entity in women globally, shows a high therapeutic response in early and non-metastatic stages. However, triple-negative BC (TNBC), enriched with cancer stem cells (CSCs), presents significant challenges due to its chemoresistant and metastatic nature. Ubiquitin Specific Proteinase 22 (USP22) has emerged as a key player in promoting CSC functions, contributing to resistance to conventional therapies, tumor relapse, metastasis, and poor survival across various cancers, including BC. The specific role of USP22 in TNBC, however, remains underexplored. In this study, we employed the MMTV-cre, Usp22fl/fl transgenic mouse model to investigate USP22's influence on stem cell-like properties in mammary tissue. High-throughput transcriptomic analyses, combined with publicly available patient data and TNBC culture models, were utilized to elucidate USP22's role in CSC characteristics of TNBC. Our findings reveal that USP22 enhances CSC properties and drug tolerance by supporting oxidative phosphorylation, a key factor in the poor response to conventional therapies in aggressive BC subtypes. The study uncovers a novel tumor-supportive role of USP22 in sustaining cellular respiration, which contributes to the drug-tolerant behavior of HER2+-BC and TNBC cells. This highlights USP22 as a potential therapeutic target, offering new avenues to optimize standard treatments and address the aggressiveness of these malignancies.
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