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Updated: Nov 23, 2025

Integration of Bioinformatics Approaches and Experimental Validations to Understand the Role of Notch Signaling in Ovarian Cancer
Published on: January 12, 2020
Functional Gene Expression Differentiation of the Notch Signaling Pathway in Female Reproductive Tract Tissues-A
Magdalena Orzechowska1, Dorota Anusewicz1, Andrzej K Bednarek1
1Department of Molecular Carcinogenesis, Medical University of Lodz, Lodz, Poland.
Abstract:
The Notch pathway involves evolutionarily conserved signaling regulating the development of the female tract organs such as breast, ovary, cervix, and uterine endometrium. A great number of studies revealed Notch aberrancies in association with their carcinogenesis and disease progression, the management of which is still challenging. The present study is a comprehensive review of the available literature on Notch signaling during the normal development and carcinogenesis of the female tract organs. The review has been enriched with our analyses of the TCGA data including breast, cervical, ovarian, and endometrial carcinomas concerning the effects of Notch signaling at two levels: the core components and downstream effectors, hence filling the lack of global overview of Notch-driven carcinogenesis and disease progression. Phenotype heterogeneity regarding Notch signaling was projected in two uniform manifold approximation and projection algorithm dimensions, preceded by the principal component analysis step reducing the data burden. Additionally, overall and disease-free survival analyses were performed with the optimal cutpoint determination by Evaluate Cutpoints software to establish the character of particular Notch components in tumorigenesis. In addition to the review, we demonstrated separate models of the examined cancers of the Notch pathway and its targets, although expression profiles of all normal tissues were much more similar to each other than to its cancerous compartments. Such Notch-driven cancerous differentiation resulted in a case of opposite association with DFS and OS. As a consequence, target genes also show very distinct profiles including genes associated with cell proliferation and differentiation, energy metabolism, or the EMT. In conclusion, the observed Notch associations with the female tract malignancies resulted from differential expression of target genes. This may influence a future analysis to search for new therapeutic targets based on specific Notch pathway profiles.
Insights
The Notch pathway is crucial in female reproductive organ development and cancer. Aberrant Notch signaling drives cancer progression, offering potential therapeutic targets based on specific pathway profiles.
Area of Science:
- Investigates the role of Notch signaling in the development and carcinogenesis of female reproductive organs.
Background:
- Notch pathway dysregulation is implicated in breast, ovarian, cervical, and endometrial cancers.
- Current management of Notch-related malignancies remains challenging, highlighting the need for a comprehensive overview.
Approach:
- Comprehensive literature review on Notch signaling in female reproductive organ development and carcinogenesis.
- Analysis of TCGA data for breast, cervical, ovarian, and endometrial carcinomas to assess Notch signaling's impact on core components and downstream effectors.
- Utilized Uniform Manifold Approximation and Projection (UMAP) for phenotype heterogeneity projection and Principal Component Analysis (PCA) for data reduction.
- Performed survival analyses (overall and disease-free) using Evaluate Cutpoints software to determine the role of Notch components in tumorigenesis.
Key Points:
- Expression profiles of normal female reproductive tissues show higher similarity compared to their cancerous counterparts.
- Notch-driven cancerous differentiation exhibited opposing associations with disease-free survival (DFS) and overall survival (OS).
- Target genes display distinct profiles related to cell proliferation, differentiation, energy metabolism, and epithelial-mesenchymal transition (EMT).
Conclusions:
- Differential expression of target genes underlies Notch pathway associations with female reproductive tract malignancies.
- Specific Notch pathway profiles may guide future therapeutic target identification.
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