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A Multi-Level Systems Biology Analysis of Aldrin's Metabolic Effects on Prostate Cancer Cells
Carmen Bedia1, Nuria Dalmau1, Lars K Nielsen2
1Department of Environmental Chemistry, Institute of Environmental Assessment and Water Research (IDAEA-CSIC), 08034 Barcelona, Spain.
Abstract:
Although numerous studies support a dose-effect relationship between Endocrine disruptors (EDs) and the progression and malignancy of tumors, the impact of a chronic exposure to non-lethal concentrations of EDs in cancer remains unknown. More specifically, a number of studies have reported the impact of Aldrin on a variety of cancer types, including prostate cancer. In previous studies, we demonstrated the induction of the malignant phenotype in DU145 prostate cancer (PCa) cells after a chronic exposure to Aldrin (an ED). Proteins are pivotal in the regulation and control of a variety of cellular processes. However, the mechanisms responsible for the impact of ED on PCa and the role of proteins in this process are not yet well understood. Here, two complementary computational approaches have been employed to investigate the molecular processes underlying the acquisition of malignancy in prostate cancer. First, the metabolic reprogramming associated with the chronic exposure to Aldrin in DU145 cells was studied by integrating transcriptomics and metabolomics via constraint-based metabolic modeling. Second, gene set enrichment analysis was applied to determine (i) altered regulatory pathways and (ii) the correlation between changes in the transcriptomic profile of Aldrin-exposed cells and tumor progression in various types of cancer. Experimental validation confirmed predictions revealing a disruption in metabolic and regulatory pathways. This alteration results in the modification of protein levels crucial in regulating triacylglyceride/cholesterol, linked to the malignant phenotype observed in Aldrin-exposed cells.
Insights
Chronic exposure to the endocrine disruptor Aldrin alters prostate cancer cell metabolism and protein regulation, promoting malignancy. This study reveals key molecular changes linked to cancer progression after non-lethal environmental toxicant exposure.
Area of Science:
- Environmental Toxicology
- Cancer Biology
- Computational Biology
Background:
- Endocrine disruptors (EDs) are linked to tumor progression, but chronic low-dose effects remain unclear.
- Aldrin, an ED, has been shown to impact various cancers, including prostate cancer (PCa).
- Previous work demonstrated Aldrin induces a malignant phenotype in DU145 PCa cells.
Purpose of the Study:
- To investigate the molecular mechanisms of ED-induced PCa malignancy.
- To understand the role of protein alterations in ED-mediated cancer progression.
- To explore metabolic and regulatory pathway changes in Aldrin-exposed PCa cells.
Main Methods:
- Integrated transcriptomics and metabolomics using constraint-based metabolic modeling.
- Gene set enrichment analysis to identify altered pathways and transcriptomic correlations.
- Experimental validation of computational predictions.
Main Results:
- Chronic Aldrin exposure caused significant metabolic reprogramming in DU145 PCa cells.
- Identified disruptions in key metabolic and regulatory pathways.
- Observed alterations in protein levels involved in triacylglyceride/cholesterol regulation, linked to malignancy.
Conclusions:
- Aldrin exposure disrupts cellular metabolism and regulatory pathways in prostate cancer.
- Altered protein levels, particularly in lipid metabolism, contribute to the malignant phenotype.
- These findings elucidate molecular pathways affected by chronic ED exposure in cancer.
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