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Updated: Dec 31, 2025

Integration of Bioinformatics Approaches and Experimental Validations to Understand the Role of Notch Signaling in Ovarian Cancer
Published on: January 12, 2020
Precision medicine for human cancers with Notch signaling dysregulation (Review)
1M & M PrecMed, Tokyo 113‑0033, National Cancer Center, Tokyo 104‑0045, Japan.
Abstract:
NOTCH1, NOTCH2, NOTCH3 and NOTCH4 are transmembrane receptors that transduce juxtacrine signals of the delta‑like canonical Notch ligand (DLL)1, DLL3, DLL4, jagged canonical Notch ligand (JAG)1 and JAG2. Canonical Notch signaling activates the transcription of BMI1 proto‑oncogene polycomb ring finger, cyclin D1, CD44, cyclin dependent kinase inhibitor 1A, hes family bHLH transcription factor 1, hes related family bHLH transcription factor with YRPW motif 1, MYC, NOTCH3, RE1 silencing transcription factor and transcription factor 7 in a cellular context‑dependent manner, while non‑canonical Notch signaling activates NF‑κB and Rac family small GTPase 1. Notch signaling is aberrantly activated in breast cancer, non‑small‑cell lung cancer and hematological malignancies, such as T‑cell acute lymphoblastic leukemia and diffuse large B‑cell lymphoma. However, Notch signaling is inactivated in small‑cell lung cancer and squamous cell carcinomas. Loss‑of‑function NOTCH1 mutations are early events during esophageal tumorigenesis, whereas gain‑of‑function NOTCH1 mutations are late events during T‑cell leukemogenesis and B‑cell lymphomagenesis. Notch signaling cascades crosstalk with fibroblast growth factor and WNT signaling cascades in the tumor microenvironment to maintain cancer stem cells and remodel the tumor microenvironment. The Notch signaling network exerts oncogenic and tumor‑suppressive effects in a cancer stage‑ or (sub)type‑dependent manner. Small‑molecule γ‑secretase inhibitors (AL101, MRK‑560, nirogacestat and others) and antibody‑based biologics targeting Notch ligands or receptors [ABT‑165, AMG 119, rovalpituzumab tesirine (Rova‑T) and others] have been developed as investigational drugs. The DLL3‑targeting antibody‑drug conjugate (ADC) Rova‑T, and DLL3‑targeting chimeric antigen receptor‑modified T cells (CAR‑Ts), AMG 119, are promising anti‑cancer therapeutics, as are other ADCs or CAR‑Ts targeting tumor necrosis factor receptor superfamily member 17, CD19, CD22, CD30, CD79B, CD205, Claudin 18.2, fibroblast growth factor receptor (FGFR)2, FGFR3, receptor‑type tyrosine‑protein kinase FLT3, HER2, hepatocyte growth factor receptor, NECTIN4, inactive tyrosine‑protein kinase 7, inactive tyrosine‑protein kinase transmembrane receptor ROR1 and tumor‑associated calcium signal transducer 2. ADCs and CAR‑Ts could alter the therapeutic framework for refractory cancers, especially diffuse‑type gastric cancer, ovarian cancer and pancreatic cancer with peritoneal dissemination. Phase III clinical trials of Rova‑T for patients with small‑cell lung cancer and a phase III clinical trial of nirogacestat for patients with desmoid tumors are ongoing. Integration of human intelligence, cognitive computing and explainable artificial intelligence is necessary to construct a Notch‑related knowledge‑base and optimize Notch‑targeted therapy for patients with cancer.
Insights
Notch signaling plays a dual role in cancer, acting as both an oncogene and tumor suppressor depending on the cancer type and stage. Investigational therapies like antibody-drug conjugates and CAR-Ts show promise for refractory cancers.
Area of Science:
- Cellular signaling pathways
- Cancer biology
- Drug development
Background:
- Notch receptors (NOTCH1-4) mediate juxtacrine signals via ligands (DLLs, JAGs).
- Canonical Notch signaling influences transcription of key genes (e.g., MYC, BMI1), while non-canonical signaling affects NF-κB and Rac1.
- Aberrant Notch activation is implicated in breast cancer, lung cancer, and lymphomas, but inactivated in small-cell lung cancer and squamous cell carcinomas.
Purpose of the Study:
- To review the complex role of Notch signaling in various cancers.
- To highlight the development and potential of Notch-targeted therapies.
- To emphasize the need for advanced AI in optimizing Notch-targeted treatments.
Main Methods:
- Review of existing literature on Notch signaling in cancer.
- Analysis of aberrant Notch pathway activation and inactivation in different cancer types.
- Summary of investigational drugs targeting the Notch pathway, including small-molecule inhibitors and biologics like ADCs and CAR-Ts.
Main Results:
- Notch signaling exhibits context-dependent oncogenic and tumor-suppressive functions.
- Loss-of-function NOTCH1 mutations are early in esophageal cancer, while gain-of-function mutations are late in T-cell leukemia and B-cell lymphoma.
- Antibody-drug conjugates (ADCs) and chimeric antigen receptor-modified T-cells (CAR-Ts) targeting Notch ligands or receptors show therapeutic potential.
Conclusions:
- Notch signaling's role is complex and cancer-specific.
- Emerging therapies like Rova-T and CAR-Ts offer new avenues for refractory cancers.
- Integrating AI is crucial for advancing Notch-targeted cancer therapy.
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