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A Molecular Test for Quantifying Functional Notch Signaling Pathway Activity in Human Cancer

SIMPLE SUMMARY: The Notch signal transduction pathway is important for various physiological processes, including immune responses, and plays a role in many diseases, for example cancer. We have developed a new assay to quantitatively measure Notch pathway activity, and we validated it using data fr...

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Autores principales: Canté-Barrett, Kirsten, Holtzer, Laurent, van Ooijen, Henk, Hagelaar, Rico, Cordo’, Valentina, Verhaegh, Wim, van de Stolpe, Anja, Meijerink, Jules P. P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7692325/
https://www.ncbi.nlm.nih.gov/pubmed/33120947
http://dx.doi.org/10.3390/cancers12113142
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author Canté-Barrett, Kirsten
Holtzer, Laurent
van Ooijen, Henk
Hagelaar, Rico
Cordo’, Valentina
Verhaegh, Wim
van de Stolpe, Anja
Meijerink, Jules P. P.
author_facet Canté-Barrett, Kirsten
Holtzer, Laurent
van Ooijen, Henk
Hagelaar, Rico
Cordo’, Valentina
Verhaegh, Wim
van de Stolpe, Anja
Meijerink, Jules P. P.
author_sort Canté-Barrett, Kirsten
collection PubMed
description SIMPLE SUMMARY: The Notch signal transduction pathway is important for various physiological processes, including immune responses, and plays a role in many diseases, for example cancer. We have developed a new assay to quantitatively measure Notch pathway activity, and we validated it using data from various human cancer cell lines. The assay can be applied across different cell types, and offers numerous possibilities to explore the contribution of the Notch pathway to tumor formation and the stratification of cancer patients. We assessed Notch pathway activity in a cohort of T cell acute lymphoblastic leukemia (T-ALL) patient samples, and found that the pathway activity score more accurately reflects Notch pathway activity than a prediction on the basis of NOTCH1 mutations alone. Finally, we found that patients with low Notch pathway activity had a significantly shorter event-free survival compared to patients who had T-ALL cells with higher activity. ABSTRACT: Background: The Notch signal transduction pathway is pivotal for various physiological processes, including immune responses, and has been implicated in the pathogenesis of many diseases. The effectiveness of various targeted Notch pathway inhibitors may vary due to variabilities in Notch pathway activity among individual patients. The quantitative measurement of Notch pathway activity is therefore essential to identify patients who could benefit from targeted treatment. Methods: We here describe a new assay that infers a quantitative Notch pathway activity score from the mRNA levels of generally conserved direct NOTCH target genes. Following the calibration and biological validation of our Notch pathway activity model over a wide spectrum of human cancer types, we assessed Notch pathway activity in a cohort of T-ALL patient samples and related it to biological and clinical parameters, including outcome. Results: We developed an assay using 18 select direct target genes and high-grade serous ovarian cancer for calibration. For validation, seven independent human datasets (mostly cancer series) were used to quantify Notch activity in agreement with expectations. For T-ALL, the median Notch pathway activity was highest for samples with strong NOTCH1-activating mutations, and T-ALL patients of the TLX subtype generally had the highest levels of Notch pathway activity. We observed a significant relationship between ICN1 levels and the absence/presence of NOTCH1-activating mutations with Notch pathway activity scores. Patients with the lowest Notch activity scores had the shortest event-free survival compared to other patients. Conclusions: High Notch pathway activity was not limited to T-ALL samples harboring strong NOTCH1 mutations, including juxtamembrane domain mutations or hetero-dimerization combined with PEST-domain or FBXW7 mutations, indicating that additional mechanisms may activate Notch signaling. The measured Notch pathway activity was related to intracellular NOTCH levels, indicating that the pathway activity score more accurately reflects Notch pathway activity than when it is predicted on the basis of NOTCH1 mutations. Importantly, patients with low Notch pathway activity had a significantly shorter event-free survival compared to patients showing higher activity.
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spelling pubmed-76923252020-11-28 A Molecular Test for Quantifying Functional Notch Signaling Pathway Activity in Human Cancer Canté-Barrett, Kirsten Holtzer, Laurent van Ooijen, Henk Hagelaar, Rico Cordo’, Valentina Verhaegh, Wim van de Stolpe, Anja Meijerink, Jules P. P. Cancers (Basel) Article SIMPLE SUMMARY: The Notch signal transduction pathway is important for various physiological processes, including immune responses, and plays a role in many diseases, for example cancer. We have developed a new assay to quantitatively measure Notch pathway activity, and we validated it using data from various human cancer cell lines. The assay can be applied across different cell types, and offers numerous possibilities to explore the contribution of the Notch pathway to tumor formation and the stratification of cancer patients. We assessed Notch pathway activity in a cohort of T cell acute lymphoblastic leukemia (T-ALL) patient samples, and found that the pathway activity score more accurately reflects Notch pathway activity than a prediction on the basis of NOTCH1 mutations alone. Finally, we found that patients with low Notch pathway activity had a significantly shorter event-free survival compared to patients who had T-ALL cells with higher activity. ABSTRACT: Background: The Notch signal transduction pathway is pivotal for various physiological processes, including immune responses, and has been implicated in the pathogenesis of many diseases. The effectiveness of various targeted Notch pathway inhibitors may vary due to variabilities in Notch pathway activity among individual patients. The quantitative measurement of Notch pathway activity is therefore essential to identify patients who could benefit from targeted treatment. Methods: We here describe a new assay that infers a quantitative Notch pathway activity score from the mRNA levels of generally conserved direct NOTCH target genes. Following the calibration and biological validation of our Notch pathway activity model over a wide spectrum of human cancer types, we assessed Notch pathway activity in a cohort of T-ALL patient samples and related it to biological and clinical parameters, including outcome. Results: We developed an assay using 18 select direct target genes and high-grade serous ovarian cancer for calibration. For validation, seven independent human datasets (mostly cancer series) were used to quantify Notch activity in agreement with expectations. For T-ALL, the median Notch pathway activity was highest for samples with strong NOTCH1-activating mutations, and T-ALL patients of the TLX subtype generally had the highest levels of Notch pathway activity. We observed a significant relationship between ICN1 levels and the absence/presence of NOTCH1-activating mutations with Notch pathway activity scores. Patients with the lowest Notch activity scores had the shortest event-free survival compared to other patients. Conclusions: High Notch pathway activity was not limited to T-ALL samples harboring strong NOTCH1 mutations, including juxtamembrane domain mutations or hetero-dimerization combined with PEST-domain or FBXW7 mutations, indicating that additional mechanisms may activate Notch signaling. The measured Notch pathway activity was related to intracellular NOTCH levels, indicating that the pathway activity score more accurately reflects Notch pathway activity than when it is predicted on the basis of NOTCH1 mutations. Importantly, patients with low Notch pathway activity had a significantly shorter event-free survival compared to patients showing higher activity. MDPI 2020-10-27 /pmc/articles/PMC7692325/ /pubmed/33120947 http://dx.doi.org/10.3390/cancers12113142 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Canté-Barrett, Kirsten
Holtzer, Laurent
van Ooijen, Henk
Hagelaar, Rico
Cordo’, Valentina
Verhaegh, Wim
van de Stolpe, Anja
Meijerink, Jules P. P.
A Molecular Test for Quantifying Functional Notch Signaling Pathway Activity in Human Cancer
title A Molecular Test for Quantifying Functional Notch Signaling Pathway Activity in Human Cancer
title_full A Molecular Test for Quantifying Functional Notch Signaling Pathway Activity in Human Cancer
title_fullStr A Molecular Test for Quantifying Functional Notch Signaling Pathway Activity in Human Cancer
title_full_unstemmed A Molecular Test for Quantifying Functional Notch Signaling Pathway Activity in Human Cancer
title_short A Molecular Test for Quantifying Functional Notch Signaling Pathway Activity in Human Cancer
title_sort molecular test for quantifying functional notch signaling pathway activity in human cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7692325/
https://www.ncbi.nlm.nih.gov/pubmed/33120947
http://dx.doi.org/10.3390/cancers12113142
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