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Molecular and functional landscape of malignant serous effusions for precision oncology

ABSTRACT: Personalized treatment for patients with advanced solid tumors critically depends on the deep characterization of tumor cells from patient biopsies. Here, we comprehensively characterize a pan-cancer cohort of 150 malignant serous effusion (MSE) samples at the cellular, molecular, and functional level. We find that MSE-derived cancer cells retain the genomic and transcriptomic profiles of their corresponding primary tumors, validating their use as a patient-relevant model system for solid tumor biology. Integrative analyses reveal that baseline gene expression patterns relate to global ex vivo drug sensitivity, while high-throughput drug-induced transcriptional changes in MSE samples are indicative of drug mode of action and acquired treatment resistance. A case study exemplifies the added value of multi-modal MSE profiling for patients who lack genetically stratified treatment options. In summary, our study provides a functional multi-omics view on a pan-cancer solid tumor cohort and underlines the feasibility and utility of MSE-based precision oncology.

INSTRUMENT(S): Orbitrap Fusion Lumos

ORGANISM(S): Homo Sapiens (human)

TISSUE(S): Ascites

DISEASE(S): Breast Cancer

SUBMITTER: Valentina Cappelletti

LAB HEAD: Paola Picotti

PROVIDER: PXD052582 | Pride | 2024-10-04

REPOSITORIES: Pride

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			Action	DRS
	20052024_PE03_Trp_Report.tsv	Tabular
	230315_LU02_fehra_PE03_55.raw	Raw
	230315_LU02_fehra_PE03_56_20230320183444.raw	Raw
	230315_LU02_fehra_PE03_57.raw	Raw
	230315_LU02_fehra_PE03_58.raw	Raw

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Project description:Thermoacidophilic archaea are found in heavy metal-rich environments and, in some cases, these microorganisms are causative agents of metal mobilization through cellular processes related to their bioenergetics. Given the nature of their habitats, these microorganisms must deal with the potentially toxic effect of heavy metals. Here, we show that two thermoacidophilic Metallosphaera species with nearly identical (99.99%) genomes differed significantly in their sensitivity and reactivity to uranium. M. prunae, isolated from a smoldering heap on a uranium mine in Thuringen, Germany, could be viewed as a M-bM-^@M-^\spontaneous mutantM-bM-^@M-^] of M. sedula, an isolate from Pisciarelli solfatara near Naples, Italy. M. prunae tolerated U3O8 and U(VI) to a much greater extent than M. sedula. Within 15 minutes following exposure to M-bM-^@M-^\U(VI) shockM-bM-^@M-^], M. sedula, and not M. prunae, exhibited transcriptomic features associated with severe stress response. Furthermore, within 15 minutes post-U(VI) shock, M. prunae, and not M. sedula, showed evidence of substantial degradation of cellular RNA. This suggested that transcriptional and translational processes were aborted as a dynamic mechanism for resisting U toxicity; by 60 minutes post-U(VI) shock, RNA integrity in M. prunae recovered, and known modes for heavy metal resistance were activated. In addition, M. sedula rapidly oxidized solid U3O8 to soluble U(VI) for bioenergetic purposes, a chemolithoautotrophic feature not previously reported. M. prunae, however, did not solubilize solid U3O8 to any significant extent, thereby not exacerbating U(VI) toxicity. These results point to uranium extremophily as an adaptive, rather than intrinsic, feature for Metallosphaera species, driven by environmental factors. The study comprises 9 Samples, described in detail below. MprAU_MseAU: Transcriptional analysis of the response of Metallosphaera prunae (Mpr) and Metallosphaera sedula(Mse) to chemolithoautotrophic conditions (0.1 wt% Uranium octaoxide with CO2 supplementation in headspace). This experiment was done to identify the key terminal oxidases which responded to a Uranium oxide while doing inter-species comparison between Mpr and Mse. Transcriptional response of the terminal oxidase clusters proved that certain key genes play a role in the vastly different physiologies of these two species. MprN_MprU60: Transcriptional analysis of the response of Metallosphaera prunae (Mpr) to 60 min of Uranium shock. This experiment was done to analyze the differential transcription of Mpr cells challenged with 1 mM uranyl acetate shock (U shock) compared to normal growth. The Uranium cultures were harvested 60 min after the shock. MprN_MseN: Differential transcription of Metallosphaera species under normal growth conditions. This experiment was done to analyze the differential transcription of Mpr cells compared with Mse cells at mid log phase. MprN_MprU3h: Transcriptional response of Metallosphaera prunae (Mpr) to 3h of Uranium shock compared to normal growth. This experiment was done to analyze the differential transcription of Mpr cells challenged with 1 mM uranyl acetate shock (U shock) . The Uranium cultures were harvested 3 h after the shock. MseN_MseU15: Transcriptional response of Metallosphaera sedula (Mse) to 15 min of Uranium shock. This experiment was done to analyze the differential transcription of Mse cells challenged with 1 mM uranyl acetate shock (U shock) compared to normal growth. The Uranium cultures were harvested 15 min after the shock. MseN_MseU60: Transcriptional response of Metallosphaera sedula to 60 min of Uranium shock. Mse cells were grown upto mid log phase after which the cells were subjected to U shock and harvested 60 min later. Biological repeats were done for both experimental conditions. MseN_MseU3h: Transcriptional response of Metallosphaera sedula (Mse) to 3h of Uranium shock compared to normal growth. This experiment was done to analyze the differential transcription of Mse cells challenged with 1 mM uranyl acetate shock (U shock) . The Uranium cultures were harvested 3 h after the shock. MseU15_MseU60: Transcriptional response of Metallosphaera sedula to 15 min of Uranium shock compared with 60 min of Uranium shock. This experiment was done to analyze the differential transcription of Mse cells challenged with 1 mM uranyl acetate shock (U shock) . The Uranium cultures were harvested 15 min and 60 min after the shock. MprU3h_MseU3h: Differential transcription of Metallosphaera cells under Uranium shock. This experiment was done to analyze the differential transcription of Metallosphaera sedula (Mse) and Metallosphaera prunae (Mpr) challenged with 1 mM uranyl acetate.

Project description:Circulating tumour cells in women with advanced oestrogen-receptor (ER)-positive/human epidermal growth factor receptor 2 (HER2)-negative breast cancer acquire a HER2-positive subpopulation after multiple courses of therapy. In contrast to HER2-amplified primary breast cancer, which is highly sensitive to HER2-targeted therapy, the clinical significance of acquired HER2 heterogeneity during the evolution of metastatic breast cancer is unknown. Here we analyse circulating tumour cells from 19 women with ER+/HER2- primary tumours, 84% of whom had acquired circulating tumour cells expressing HER2. Cultured circulating tumour cells maintain discrete HER2+ and HER2- subpopulations: HER2+ circulating tumour cells are more proliferative but not addicted to HER2, consistent with activation of multiple signalling pathways; HER2- circulating tumour cells show activation of Notch and DNA damage pathways, exhibiting resistance to cytotoxic chemotherapy, but sensitivity to Notch inhibition. HER2+ and HER2- circulating tumour cells interconvert spontaneously, with cells of one phenotype producing daughters of the opposite within four cell doublings. Although HER2+ and HER2- circulating tumour cells have comparable tumour initiating potential, differential proliferation favours the HER2+ state, while oxidative stress or cytotoxic chemotherapy enhances transition to the HER2- phenotype. Simultaneous treatment with paclitaxel and Notch inhibitors achieves sustained suppression of tumorigenesis in orthotopic circulating tumour cell-derived tumour models. Together, these results point to distinct yet interconverting phenotypes within patient-derived circulating tumour cells, contributing to progression of breast cancer and acquisition of drug resistance. Seventy-four single candidate CTCs from two representative ER+/HER2- patients (BRx-42 and BRx-82) and 14 triple negative patients were isolated via micromanipulation and subjected to single-cell RNA-sequencing. Thirteen candidate CTCs expressed PTPRC at a level higher than 10 reads-per-million, so were deemed potential White Blood Cells and therefore dropped from further consideration. Expression profiles of CTCs expressing ERBB2 at a level greater than 10 RPM were compared with those expressing ERBB2 at a level less than 10 RPM.

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Molecular and functional landscape of malignant serous effusions for precision oncology

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